From 285d9551c39c951ffd7aaac543db0d7818a725a5 Mon Sep 17 00:00:00 2001 From: KPhans Date: Thu, 20 Jun 2019 16:07:46 -0400 Subject: [PATCH 01/13] initial commit for dashR salesforce CRM. Styles update to be done shortly, some tweaking needs to be performed. --- apps/dashr-salesforce-crm/.buildpacks | 1 + apps/dashr-salesforce-crm/Aptfile | 3 + apps/dashr-salesforce-crm/Procfile | 1 + apps/dashr-salesforce-crm/SFManager.R | 76 +++ apps/dashr-salesforce-crm/app.R | 86 +++ apps/dashr-salesforce-crm/assets/1.css | 5 + apps/dashr-salesforce-crm/assets/2.css | 393 +++++++++++++ apps/dashr-salesforce-crm/assets/3.css | 16 + apps/dashr-salesforce-crm/assets/4.css | 56 ++ apps/dashr-salesforce-crm/assets/5.css | 48 ++ apps/dashr-salesforce-crm/assets/6.css | 113 ++++ apps/dashr-salesforce-crm/assets/s4.css | 113 ++++ apps/dashr-salesforce-crm/assets/s8.css | 88 +++ apps/dashr-salesforce-crm/cases.R | 702 +++++++++++++++++++++++ apps/dashr-salesforce-crm/functions.R | 76 +++ apps/dashr-salesforce-crm/init.R | 59 ++ apps/dashr-salesforce-crm/leads.R | 582 +++++++++++++++++++ apps/dashr-salesforce-crm/opportunties.R | 677 ++++++++++++++++++++++ 18 files changed, 3095 insertions(+) create mode 100644 apps/dashr-salesforce-crm/.buildpacks create mode 100644 apps/dashr-salesforce-crm/Aptfile create mode 100755 apps/dashr-salesforce-crm/Procfile create mode 100644 apps/dashr-salesforce-crm/SFManager.R create mode 100644 apps/dashr-salesforce-crm/app.R create mode 100644 apps/dashr-salesforce-crm/assets/1.css create mode 100644 apps/dashr-salesforce-crm/assets/2.css create mode 100644 apps/dashr-salesforce-crm/assets/3.css create mode 100644 apps/dashr-salesforce-crm/assets/4.css create mode 100644 apps/dashr-salesforce-crm/assets/5.css create mode 100644 apps/dashr-salesforce-crm/assets/6.css create mode 100644 apps/dashr-salesforce-crm/assets/s4.css create mode 100644 apps/dashr-salesforce-crm/assets/s8.css create mode 100644 apps/dashr-salesforce-crm/cases.R create mode 100644 apps/dashr-salesforce-crm/functions.R create mode 100644 apps/dashr-salesforce-crm/init.R create mode 100644 apps/dashr-salesforce-crm/leads.R create mode 100644 apps/dashr-salesforce-crm/opportunties.R diff --git a/apps/dashr-salesforce-crm/.buildpacks b/apps/dashr-salesforce-crm/.buildpacks new file mode 100644 index 000000000..4ff204a8c --- /dev/null +++ b/apps/dashr-salesforce-crm/.buildpacks @@ -0,0 +1 @@ +https://github.com/virtualstaticvoid/heroku-buildpack-r#heroku-16 diff --git a/apps/dashr-salesforce-crm/Aptfile b/apps/dashr-salesforce-crm/Aptfile new file mode 100644 index 000000000..187885d0b --- /dev/null +++ b/apps/dashr-salesforce-crm/Aptfile @@ -0,0 +1,3 @@ +libcurl4-openssl-dev +libxml2-dev +libv8-3.14-dev diff --git a/apps/dashr-salesforce-crm/Procfile b/apps/dashr-salesforce-crm/Procfile new file mode 100755 index 000000000..9a1e57de8 --- /dev/null +++ b/apps/dashr-salesforce-crm/Procfile @@ -0,0 +1 @@ +web: R -f /app/apps/"$DASH_APP_NAME"/app.R diff --git a/apps/dashr-salesforce-crm/SFManager.R b/apps/dashr-salesforce-crm/SFManager.R new file mode 100644 index 000000000..3aaff52b6 --- /dev/null +++ b/apps/dashr-salesforce-crm/SFManager.R @@ -0,0 +1,76 @@ +#https://developer.salesforce.com/signup +#Username = kevinphan@plotly.com, password = Toronto12345% +#Security token (case-sensitive): xJNOT64rNnG7S9DQffXzOPgoU +library(devtools) +setwd("/Users/kevinphan/Desktop/PLOTLY APPS MADE/SALESFORCE") +devtools::install_github("StevenMMortimer/salesforcer") + +#we dont need to create the dict_to_df function because our outputs are already in df form. + +session = function() { + sf_auth( + username = "kevinphan@plotly.com", + password = "Toronto12345%", + security_token = "xJNOT64rNnG7S9DQffXzOPgoU" + ) } + +session = session() + +getAllFields <- function(objectName) { + description <- rforcecom.getObjectDescription(session, objectName) + fields <- as.character(description$name) + rforcecom.retrieve(session, objectName, fields) +} + +#leads = getAllFields('Lead') + +get_opportunities = function(){ + objectName <- "Opportunity" + fields <- c('CreatedDate','CloseDate','Name', 'StageName', 'ExpectedRevenue', 'Amount', 'LeadSource', 'IsWon', 'IsClosed', 'Type', 'Probability') + rforcecom.retrieve(session, objectName, fields)} + +get_cases = function(){ + objectName <- "Case" + fields <- c('CreatedDate', 'ContactId','Description', 'Type', 'Reason', 'Status', 'Origin', 'Subject', 'Priority', 'IsClosed', 'OwnerId', 'IsDeleted', 'AccountId') + return(rforcecom.retrieve(session, objectName, fields))} + +get_contacts = function(){ +sf_Manager = setClass('sf_Manager') +objectName <- "Contact" +fields <- c('Id', 'Salutation', 'FirstName', 'LastName') +rforcecom.retrieve(session, objectName, fields)} +#contacts <- get_contacts() + +get_users = function(){ + objectName <- "User" + fields <- c('Id', 'FirstName', 'LastName') + return(rforcecom.retrieve(session, objectName, fields))} + +get_accounts = function(){ + objectName <- "Account" + fields <- c('Id', 'Name') + return(rforcecom.retrieve(session, objectName, fields))} + +#accounts = get_accounts() + +add_opportunities = function(name, stage, amount, probability, date, o_type, source){ + objectName <- "Opportunity" + fields <- c(Name = name, StageName = stage, Amount = amount, Probability = probability, CloseDate = date, + Type = o_type, LeadSource = source) + rforcecom.create(session, objectName, fields)} + +add_leads = function(company,status,state,source){ + objectName <- "Lead" + fields <- c(LastName = company, Company = company, Status = status, State = state, LeadSource = source) + rforcecom.create(session, objectName, fields)} + +add_cases = function(account_id,origin,reason,subject,contact_id,case_type,status,description,priority){ +objectName <- "Case" +fields <- c(AccountId = account_id, Origin = origin, Reason = reason, Subject = subject, + ContactId = contact_id, Type = case_type, Status = status, Description = description, + Priority = priority) +rforcecom.create(session, objectName, fields)} + + + + diff --git a/apps/dashr-salesforce-crm/app.R b/apps/dashr-salesforce-crm/app.R new file mode 100644 index 000000000..cf120c616 --- /dev/null +++ b/apps/dashr-salesforce-crm/app.R @@ -0,0 +1,86 @@ +library(dashR) +library(dashHtmlComponents) +library(dashCoreComponents) +library(dplyr) +library(sqldf) +library(plotly) +library(lubridate) + +appName <- Sys.getenv("DASH_APP_NAME") +pathPrefix <- sprintf("/%s/", appName) + +Sys.setenv(DASH_ROUTES_PATHNAME_PREFIX = pathPrefix, + DASH_REQUESTS_PATHNAME_PREFIX = pathPrefix) + +setwd(sprintf("/app/apps/%s", appName)) + +setwd('/Users/kevinphan/Desktop/dashr-salesforce-crm') + +source('functions.R') +source('SFManager.R') +source('cases.R') +source('leads.R') +source('opportunties.R') + +accounts = get_accounts() +contacts = get_contacts() +users = get_users() +cases = get_cases() + +app = Dash$new() + +app$layout(htmlDiv( + list( + # header + htmlDiv(list( + + htmlSpan("CRM App using Salesforce API", className='app-title'), + + htmlDiv( + htmlImg(src="https://s3-us-west-1.amazonaws.com/plotly-tutorials/logo/new-branding/dash-logo-by-plotly-stripe.png",height="100%") + ,style=list("float"="right","height"="100%")) + ), + className="row header" + ), + + # tabs + htmlDiv(list( + dccTabs( + id="tabs", + style=list("height"="20","verticalAlign"="middle"), + children = list( + dccTab(label="Opportunities", value="opportunities_tab"), + dccTab(label="Leads", value="leads_tab"), + dccTab(label="Cases", value="cases_tab") + ), + value="leads_tab" + ) + + ), + className="row tabs_div" + ), + htmlDiv(id="tab_content", className="row", style=list("margin"= "4.5% 4%"))), + className="row", + style=list("margin"= "0%") +)) + +app$callback(output=list(id="tab_content", property="children"), + params=list( + input(id="tabs", property="value")), + function(tabs){ + if (tabs == "opportunities_tab"){ + return(Opplayout)} + else if (tabs == "cases_tab"){ + return(caseslayout)} + else if (tabs == "leads_tab"){ + return(leadslayout)} + else{ + return(caseslayout)} + }) + +if (appName != "") { + app$run_server(host = "0.0.0.0", port = Sys.getenv('PORT', 8050)) +} else { + app$run_server()} + + diff --git a/apps/dashr-salesforce-crm/assets/1.css b/apps/dashr-salesforce-crm/assets/1.css new file mode 100644 index 000000000..812418ae9 --- /dev/null +++ b/apps/dashr-salesforce-crm/assets/1.css @@ -0,0 +1,5 @@ +/*! + * Font Awesome Free 5.2.0 by @fontawesome - https://fontawesome.com + * License - https://fontawesome.com/license (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) + */ 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position: relative; + width: 100%; + max-width: 960px; + margin: 0 auto; + padding: 0 20px; + box-sizing: border-box; } +.column, +.columns { + width: 100%; + float: left; + box-sizing: border-box; } + +/* For devices larger than 400px */ +@media (min-width: 400px) { + .container { + width: 85%; + padding: 0; } +} + +/* For devices larger than 550px */ +@media (min-width: 550px) { + .container { + width: 80%; } + .column, + .columns { + margin-left: 0.5%; } + .column:first-child, + .columns:first-child { + margin-left: 0; } + + .one.column, + .one.columns { width: 8%; } + .two.columns { width: 16.25%; } + .three.columns { width: 22%; } + .four.columns { width: 33%; } + .five.columns { width: 39.3333333333%; } + .six.columns { width: 49.75%; } + .seven.columns { width: 56.6666666667%; } + .eight.columns { width: 66.5%; } + .nine.columns { width: 74.0%; } + .ten.columns { width: 82.6666666667%; } + .eleven.columns { width: 91.5%; } + .twelve.columns { width: 100%; margin-left: 0; } + + 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So basically 1.5rem = 15px :) */ +html { + font-size: 62.5%; } +body { + font-size: 1.5em; /* currently ems cause chrome bug misinterpreting rems on body element */ + line-height: 1.6; + font-weight: 400; + font-family: "Open Sans", "HelveticaNeue", "Helvetica Neue", Helvetica, Arial, sans-serif; + color: rgb(50, 50, 50); } + + +/* Typography +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +h1, h2, h3, h4, h5, h6 { + margin-top: 0; + margin-bottom: 0; + font-weight: 300; } +h1 { font-size: 4.5rem; line-height: 1.2; letter-spacing: -.1rem; margin-bottom: 2rem; } +h2 { font-size: 3.6rem; line-height: 1.25; letter-spacing: -.1rem; margin-bottom: 1.8rem; margin-top: 1.8rem;} +h3 { font-size: 3.0rem; line-height: 1.3; letter-spacing: -.1rem; margin-bottom: 1.5rem; margin-top: 1.5rem;} +h4 { font-size: 2.6rem; line-height: 1.35; letter-spacing: -.08rem; margin-bottom: 1.2rem; margin-top: 1.2rem;} +h5 { font-size: 2.2rem; line-height: 1.5; letter-spacing: -.05rem; margin-bottom: 0.6rem; margin-top: 0.6rem;} +h6 { font-size: 2.0rem; line-height: 1.6; letter-spacing: 0; margin-bottom: 0.75rem; margin-top: 0.75rem;} + +p { + margin-top: 0; } + + +/* Blockquotes +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +blockquote { + border-left: 4px lightgrey solid; + padding-left: 1rem; + margin-top: 2rem; + margin-bottom: 2rem; + margin-left: 0rem; +} + + +/* Links +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +a { + color: #1EAEDB; } +a:hover { + color: #0FA0CE; } + + +/* Buttons +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.button, +button, +input[type="submit"], +input[type="reset"], +input[type="button"] { + display: inline-block; + height: 38px; + padding: 0 30px; + color: #555; + text-align: center; + font-size: 11px; + font-weight: 600; + line-height: 38px; + letter-spacing: .1rem; + text-transform: uppercase; + text-decoration: none; + white-space: nowrap; + background-color: transparent; + border-radius: 4px; + border: 1px solid #bbb; + cursor: pointer; + box-sizing: border-box; } +.button:hover, +button:hover, +input[type="submit"]:hover, +input[type="reset"]:hover, +input[type="button"]:hover, +.button:focus, +button:focus, +input[type="submit"]:focus, +input[type="reset"]:focus, +input[type="button"]:focus { + color: #333; + border-color: #888; + outline: 0; } +.button.button-primary, +button.button-primary, +input[type="submit"].button-primary, +input[type="reset"].button-primary, +input[type="button"].button-primary { + color: #FFF; + background-color: #33C3F0; + border-color: #33C3F0; } +.button.button-primary:hover, +button.button-primary:hover, +input[type="submit"].button-primary:hover, +input[type="reset"].button-primary:hover, +input[type="button"].button-primary:hover, +.button.button-primary:focus, +button.button-primary:focus, +input[type="submit"].button-primary:focus, +input[type="reset"].button-primary:focus, +input[type="button"].button-primary:focus { + color: #FFF; + background-color: #1EAEDB; + border-color: #1EAEDB; } + + +/* Forms +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea, +select { + height: 38px; + padding: 6px 10px; /* The 6px vertically centers text on FF, ignored by Webkit */ + background-color: #fff; + border: 1px solid #D1D1D1; + border-radius: 4px; + box-shadow: none; + box-sizing: border-box; + font-family: inherit; + font-size: inherit; /*https://stackoverflow.com/questions/6080413/why-doesnt-input-inherit-the-font-from-body*/} +/* Removes awkward default styles on some inputs for iOS */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea { + -webkit-appearance: none; + -moz-appearance: none; + appearance: none; } +textarea { + min-height: 65px; + padding-top: 6px; + padding-bottom: 6px; } +input[type="email"]:focus, +input[type="number"]:focus, +input[type="search"]:focus, +input[type="text"]:focus, +input[type="tel"]:focus, +input[type="url"]:focus, +input[type="password"]:focus, +textarea:focus, +select:focus { + border: 1px solid #33C3F0; + outline: 0; } +label, +legend { + display: block; + margin-bottom: 0px; } +fieldset { + padding: 0; + border-width: 0; } +input[type="checkbox"], +input[type="radio"] { + display: inline; } +label > .label-body { + display: inline-block; + margin-left: .5rem; + font-weight: normal; } + + +/* Lists +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +ul { + list-style: circle inside; } +ol { + list-style: decimal inside; } +ol, ul { + padding-left: 0; + margin-top: 0; } +ul ul, +ul ol, +ol ol, +ol ul { + margin: 1.5rem 0 1.5rem 3rem; + font-size: 90%; } +li { + margin-bottom: 1rem; } + + +/* Tables +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +th, +td { + padding: 12px 15px; + text-align: left; + border-bottom: 1px solid #E1E1E1; } +th:first-child, +td:first-child { + padding-left: 0; } +th:last-child, +td:last-child { + padding-right: 0; } + + +/* Spacing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +button, +.button { + margin-bottom: 0rem; } +input, +textarea, +select, +fieldset { + margin-bottom: 0rem; } +pre, +dl, +figure, +table, +form { + margin-bottom: 0rem; } +p, +ul, +ol { + margin-bottom: 0.75rem; } + +/* Utilities +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.u-full-width { + width: 100%; + box-sizing: border-box; } +.u-max-full-width { + max-width: 100%; + box-sizing: border-box; } +.u-pull-right { + float: right; } +.u-pull-left { + float: left; } + + +/* Misc +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +hr { + margin-top: 3rem; + margin-bottom: 3.5rem; + border-width: 0; + border-top: 1px solid #E1E1E1; } + + +/* Clearing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ + +/* Self Clearing Goodness */ +.container:after, +.row:after, +.u-cf { + content: ""; + display: table; + clear: both; } + + +/* Media Queries +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* +Note: The best way to structure the use of media queries is to create the queries +near the relevant code. For example, if you wanted to change the styles for buttons +on small devices, paste the mobile query code up in the buttons section and style it +there. +*/ + + +/* Larger than mobile */ +@media (min-width: 400px) {} + +/* Larger than phablet (also point when grid becomes active) */ +@media (min-width: 550px) {} + +/* Larger than tablet */ +@media (min-width: 750px) {} + +/* Larger than desktop */ +@media (min-width: 1000px) {} + +/* Larger than Desktop HD */ +@media (min-width: 1200px) {} diff --git a/apps/dashr-salesforce-crm/assets/3.css b/apps/dashr-salesforce-crm/assets/3.css new file mode 100644 index 000000000..79aaf8a29 --- /dev/null +++ b/apps/dashr-salesforce-crm/assets/3.css @@ -0,0 +1,16 @@ +/* latin-ext */ +@font-face { + font-family: 'Dosis'; + font-style: normal; + font-weight: 400; + src: local('Dosis Regular'), local('Dosis-Regular'), url(https://fonts.gstatic.com/s/dosis/v8/HhyaU5sn9vOmLzlmC_WoEoZKdbA.woff2) format('woff2'); + unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF; +} +/* latin */ +@font-face { + font-family: 'Dosis'; + font-style: normal; + font-weight: 400; + src: local('Dosis Regular'), local('Dosis-Regular'), url(https://fonts.gstatic.com/s/dosis/v8/HhyaU5sn9vOmLzloC_WoEoZK.woff2) format('woff2'); + unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD; +} diff --git a/apps/dashr-salesforce-crm/assets/4.css b/apps/dashr-salesforce-crm/assets/4.css new file mode 100644 index 000000000..23a6b6515 --- /dev/null +++ b/apps/dashr-salesforce-crm/assets/4.css @@ -0,0 +1,56 @@ +/* cyrillic-ext */ +@font-face { + font-family: 'Open Sans'; + font-style: normal; + font-weight: 400; + src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v16/mem8YaGs126MiZpBA-UFWJ0bf8pkAp6a.woff2) format('woff2'); + unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F; +} +/* cyrillic */ +@font-face { + font-family: 'Open Sans'; + font-style: normal; + font-weight: 400; + src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v16/mem8YaGs126MiZpBA-UFUZ0bf8pkAp6a.woff2) format('woff2'); + unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; +} +/* greek-ext */ +@font-face { + font-family: 'Open Sans'; + font-style: normal; + font-weight: 400; + src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v16/mem8YaGs126MiZpBA-UFWZ0bf8pkAp6a.woff2) format('woff2'); + unicode-range: U+1F00-1FFF; +} +/* greek */ +@font-face { + font-family: 'Open Sans'; + font-style: normal; + font-weight: 400; + src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v16/mem8YaGs126MiZpBA-UFVp0bf8pkAp6a.woff2) format('woff2'); + unicode-range: U+0370-03FF; +} +/* vietnamese */ +@font-face { + font-family: 'Open Sans'; + font-style: normal; + font-weight: 400; + src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v16/mem8YaGs126MiZpBA-UFWp0bf8pkAp6a.woff2) format('woff2'); + unicode-range: U+0102-0103, U+0110-0111, U+1EA0-1EF9, U+20AB; +} +/* latin-ext */ +@font-face { + font-family: 'Open Sans'; + font-style: normal; + font-weight: 400; + src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v16/mem8YaGs126MiZpBA-UFW50bf8pkAp6a.woff2) format('woff2'); + unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF; +} +/* latin */ +@font-face { + font-family: 'Open Sans'; + font-style: normal; + font-weight: 400; + src: local('Open Sans Regular'), local('OpenSans-Regular'), url(https://fonts.gstatic.com/s/opensans/v16/mem8YaGs126MiZpBA-UFVZ0bf8pkAg.woff2) format('woff2'); + unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD; +} diff --git a/apps/dashr-salesforce-crm/assets/5.css b/apps/dashr-salesforce-crm/assets/5.css new file mode 100644 index 000000000..e5e593d66 --- /dev/null +++ b/apps/dashr-salesforce-crm/assets/5.css @@ -0,0 +1,48 @@ +/* cyrillic-ext */ +@font-face { + font-family: 'Ubuntu'; + font-style: normal; + font-weight: 400; + src: local('Ubuntu Regular'), local('Ubuntu-Regular'), url(https://fonts.gstatic.com/s/ubuntu/v13/4iCs6KVjbNBYlgoKcg72nU6AF7xm.woff2) format('woff2'); + unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F; +} +/* cyrillic */ +@font-face { + font-family: 'Ubuntu'; + font-style: normal; + font-weight: 400; + src: local('Ubuntu Regular'), local('Ubuntu-Regular'), url(https://fonts.gstatic.com/s/ubuntu/v13/4iCs6KVjbNBYlgoKew72nU6AF7xm.woff2) format('woff2'); + unicode-range: U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; +} +/* greek-ext */ +@font-face { + font-family: 'Ubuntu'; + font-style: normal; + font-weight: 400; + src: local('Ubuntu Regular'), local('Ubuntu-Regular'), url(https://fonts.gstatic.com/s/ubuntu/v13/4iCs6KVjbNBYlgoKcw72nU6AF7xm.woff2) format('woff2'); + unicode-range: U+1F00-1FFF; +} +/* greek */ +@font-face { + font-family: 'Ubuntu'; + font-style: normal; + font-weight: 400; + src: local('Ubuntu Regular'), local('Ubuntu-Regular'), url(https://fonts.gstatic.com/s/ubuntu/v13/4iCs6KVjbNBYlgoKfA72nU6AF7xm.woff2) format('woff2'); + unicode-range: U+0370-03FF; +} +/* latin-ext */ +@font-face { + font-family: 'Ubuntu'; + font-style: normal; + font-weight: 400; + src: local('Ubuntu Regular'), local('Ubuntu-Regular'), url(https://fonts.gstatic.com/s/ubuntu/v13/4iCs6KVjbNBYlgoKcQ72nU6AF7xm.woff2) format('woff2'); + unicode-range: U+0100-024F, U+0259, U+1E00-1EFF, U+2020, U+20A0-20AB, U+20AD-20CF, U+2113, U+2C60-2C7F, U+A720-A7FF; +} +/* latin */ +@font-face { + font-family: 'Ubuntu'; + font-style: normal; + font-weight: 400; + src: local('Ubuntu Regular'), local('Ubuntu-Regular'), url(https://fonts.gstatic.com/s/ubuntu/v13/4iCs6KVjbNBYlgoKfw72nU6AFw.woff2) format('woff2'); + unicode-range: U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+2000-206F, U+2074, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD; +} diff --git a/apps/dashr-salesforce-crm/assets/6.css b/apps/dashr-salesforce-crm/assets/6.css new file mode 100644 index 000000000..cd5a9bf0b --- /dev/null +++ b/apps/dashr-salesforce-crm/assets/6.css @@ -0,0 +1,113 @@ +body{ + margin:0; + padding: 0; + background-color: #e5e8e6; + font-family: 'Open Sans', sans-serif; + color: #506784; + -webkit-user-select: none; /* Chrome all / Safari all */ + -moz-user-select: none; /* Firefox all */ + -ms-user-select: none; /* IE 10+ */ + user-select: none; /* Likely future */ +} + +.modal { + display: block; /*Hidden by default */ + position: fixed; /* Stay in place */ + z-index: 1000; /* Sit on top */ + left: 0; + top: 0; + width: 100%; /* Full width */ + height: 100%; /* Full height */ + overflow: auto; /* Enable scroll if needed */ + background-color: rgb(0,0,0); /* Fallback color */ + background-color: rgba(0,0,0,0.4); /* Black w/ opacity */ +} +.modal-content { + background-color: white; + margin: 5% auto; /* 15% from the top and centered */ + padding: 20px; + width: 50%; /* Could be more or less, depending on screen size */ + color:#506784; +} +._dash-undo-redo { + display: none; +} + +.app-title{ + color:white; + font-size:3rem; + letter-spacing:-.1rem; + vertical-align:middle +} + +.header{ + margin:0px; + background-color:#2a3f5f; + height:70px; + color:white; + padding-right:2%; + padding-left:2% +} + +.indicator{ + border:1px solid #C8D4E3; + border-radius: 3px; + background-color: white; + height:100px; + vertical-align:middle; +} + +.indicator_text{ + text-align: center; + float: left; + font-size: 15px; + } + +.indicator_value{ + text-align:center; + color: #2a3f5f; + font-size: 35px; +} + +.add{ + height: 34px; + background: #119DFF; + border: 1px solid #119DFF; + color: white; +} + + +.chart_div{ + background-color: white; + border: 1px solid #C8D4E3; + border-radius: 3px; + height: 300px; +} + + +.chart_div p{ + color: #2a3f5f; + font-size: 13px; + text-align: center; +} + + + + +td{ + text-align: left; + padding: 0px; +} +table{ + border: 1px; + font-size:1.3rem; + width:100%; + font-family:Ubuntu; +} + +.tabs_div{ + margin:0px; + height:30px; + font-size:13px; + margin-top:1px +} \ No newline at end of file diff --git a/apps/dashr-salesforce-crm/assets/s4.css b/apps/dashr-salesforce-crm/assets/s4.css new file mode 100644 index 000000000..cd5a9bf0b --- /dev/null +++ b/apps/dashr-salesforce-crm/assets/s4.css @@ -0,0 +1,113 @@ +body{ + margin:0; + padding: 0; + background-color: #e5e8e6; + font-family: 'Open Sans', sans-serif; + color: #506784; + -webkit-user-select: none; /* Chrome all / Safari all */ + -moz-user-select: none; /* Firefox all */ + -ms-user-select: none; /* IE 10+ */ + user-select: none; /* Likely future */ +} + +.modal { + display: block; /*Hidden by default */ + position: fixed; /* Stay in place */ + z-index: 1000; /* Sit on top */ + left: 0; + top: 0; + width: 100%; /* Full width */ + height: 100%; /* Full height */ + overflow: auto; /* Enable scroll if needed */ + background-color: rgb(0,0,0); /* Fallback color */ + background-color: rgba(0,0,0,0.4); /* Black w/ opacity */ +} +.modal-content { + background-color: white; + margin: 5% auto; /* 15% from the top and centered */ + padding: 20px; + width: 50%; /* Could be more or less, depending on screen size */ + color:#506784; +} +._dash-undo-redo { + display: none; +} + +.app-title{ + color:white; + font-size:3rem; + letter-spacing:-.1rem; + vertical-align:middle +} + +.header{ + margin:0px; + background-color:#2a3f5f; + height:70px; + color:white; + padding-right:2%; + padding-left:2% +} + +.indicator{ + border:1px solid #C8D4E3; + border-radius: 3px; + background-color: white; + height:100px; + vertical-align:middle; +} + +.indicator_text{ + text-align: center; + float: left; + font-size: 15px; + } + +.indicator_value{ + text-align:center; + color: #2a3f5f; + font-size: 35px; +} + +.add{ + height: 34px; + background: #119DFF; + border: 1px solid #119DFF; + color: white; +} + + +.chart_div{ + background-color: white; + border: 1px solid #C8D4E3; + border-radius: 3px; + height: 300px; +} + + +.chart_div p{ + color: #2a3f5f; + font-size: 13px; + text-align: center; +} + + + + +td{ + text-align: left; + padding: 0px; +} +table{ + border: 1px; + font-size:1.3rem; + width:100%; + font-family:Ubuntu; +} + +.tabs_div{ + margin:0px; + height:30px; + font-size:13px; + margin-top:1px +} \ No newline at end of file diff --git a/apps/dashr-salesforce-crm/assets/s8.css b/apps/dashr-salesforce-crm/assets/s8.css new file mode 100644 index 000000000..625c72177 --- /dev/null +++ b/apps/dashr-salesforce-crm/assets/s8.css @@ -0,0 +1,88 @@ +body{ + margin:0; + padding: 0; + background-color: #e5e8e6; + font-family: 'Open Sans', sans-serif; + color: #506784; + -webkit-user-select: none; /* Chrome all / Safari all */ + -moz-user-select: none; /* Firefox all */ + -ms-user-select: none; /* IE 10+ */ + user-select: none; /* Likely future */ +} + +.modal { + display: block; /*Hidden by default */ + position: fixed; /* Stay in place */ + z-index: 1000; /* Sit on top */ + left: 0; + top: 0; + width: 100%; /* Full width */ + height: 100%; /* Full height */ + overflow: auto; /* Enable scroll if needed */ + background-color: rgb(0,0,0); /* Fallback color */ + background-color: rgba(0,0,0,0.4); /* Black w/ opacity */ +} +.modal-content { + background-color: white; + margin: 5% auto; /* 15% from the top and centered */ + padding: 20px; + width: 50%; /* Could be more or less, depending on screen size */ + color:#506784; +} +._dash-undo-redo { + display: none; +} + +.app-title{ + color:white; + font-size:3rem; + letter-spacing:-.1rem; + vertical-align:middle +} + +.header{ + margin:0px; + background-color:#2a3f5f; + height:70px; + color:white; + padding-right:2%; + padding-left:2% +} + +.indicator{ + border:1px solid #C8D4E3; + border-radius: 3px; + background-color: white; + height:100px; + vertical-align:middle; +} + +.indicator_text{ + text-align: center; + float: left; + font-size: 15px; + } + +.indicator_value{ + text-align:center; + color: #2a3f5f; + font-size: 35px; +} + +td{ + text-align: left; + padding: 0px; +} +table{ + border: 1px; + font-size:1.3rem; + width:100%; + font-family:Ubuntu; +} + +.tabs_div{ + margin:0px; + height:30px; + font-size:13px; + margin-top:1px +} \ No newline at end of file diff --git a/apps/dashr-salesforce-crm/cases.R b/apps/dashr-salesforce-crm/cases.R new file mode 100644 index 000000000..1e54c3c64 --- /dev/null +++ b/apps/dashr-salesforce-crm/cases.R @@ -0,0 +1,702 @@ + +app = Dash$new() +colors = list('background' = "#F3F6FA", + "background_div" = "white") + +accountoptions = list() +k = 1 +for (i in 1:nrow(accounts)) { + accountoptions[[k]] = list('label' = accounts$Name[i], 'value' = accounts$AccountId[i]) + k = k+1 +} + +pie_chart = function(df, column, priority, origin){ + df = df[complete.cases(df$Type,df$Reason,df$Origin),] + nb_cases = length(rownames(df)) + types = list() + values = list() + + if(priority == 'all_p'){ + if (origin == 'all'){ + types = unique(df[column]) + types = lapply(as.matrix(types), function(x)x) + } else{ + types = unique(df[df['Origin'] == origin, column]) + } + } + else{ + + if(origin == 'all'){ + types = unique(df[df['Priority'] == priority, column]) + } else{ + + types = unique(df[(df['Priority'] == priority) & (df['Origin'] == origin), + column]) + }} + + if(is.null(types)){ + layout = list(annotations = list('text' = 'No results found', + 'showarrow' = FALSE)) + return(list('data' = list(), + 'layout' = layout)) + } + + for (case_type in types) { + nb_type = dim(df[df[column] == case_type,])[1] + values = append(values,(nb_type/nb_cases)*100) + } + + traces = plot_ly(labels = types, values = values, type = 'pie', orientation = 'h', + marker = list('colors' =list("#264e86", "#0074e4", "#74dbef", "#eff0f4")))%>% + layout( + margin = list(l = 0, r = 0, b = 0, t=4, pad=8), + legend = list(orientation = 'h'), + paper_bgcolor = 'white', + plot_bgcolor = 'white' + ) + + return(list(data = list(traces))) + +} + +cases_by_period = function(df, period, priority, origin){ + df = df[complete.cases(df$Type,df$Reason,df$Origin),] + stages = unique(df['Type']) + stages = stages$Type[c(2:6)] + + if(priority != 'all_p'){ + df = df[df['Priority'] == priority,] + } + + #Period filtering + df['CreatedDate'] = lapply(df$CreatedDate, function(x)as.POSIXct(x, origin="1970-01-01 00:00:00 UTC")) + #df['CreatedDate'] = as.Date(format(df$CreatedDate, '%Y-%m-%d')) + if (period == 'W-MON'){ + df$CreatedDate = df$CreatedDate- days(7) + } + + df = count_(df %>% group_by(CreatedDate, Type, add=TRUE)) + dates = list(unique(df$CreatedDate)) + + co = list("Electrical"= "#264e86", + "Other" = "#0074e4", + "Structural" = "#74dbef", + "Mechanical" = "#eff0f4", + "Electronic" = "#ff7f0e" + ) + colnames(df)[3] = 'IsDeleted' + data = list() + stage_rows = list() + for (stag in stages) { + if (stag %in% df$Type){ + for (date in dates) { + row = df[df$Type == stag & df$CreatedDate == date,] + stage_rows = append(stage_rows, row$IsDeleted) + } + } + else{ + stage_rows = append(stage_rows, 0) + } + + } + data_trace = plot_ly( + x = dates, + y = c(unlist(stage_rows)), + name = stages, + type = "bar", + marker = list(color = c(unlist(co))) + )%>% + layout( + barmode="stack", + margin=list(l=40, r=25, b=40, t=0, pad=4), + paper_bgcolor="white", + plot_bgcolor="white" + ) + + return(list('data' = list(data_trace))) +} + +cases_by_account = function(cases){ + cases = cases[complete.cases(cases$AccountId),] + colnames(accounts)[1] = 'AccountId' + cases <- merge(cases, accounts, by="AccountId", add = TRUE) + cases = sqldf('SELECT AccountId, Name, COUNT(*) FROM cases GROUP BY AccountID, Name') #**** + colnames(cases)[3] = 'IsDeleted' + cases = cases[order(cases$IsDeleted),] + yform <- list(categoryorder = "array", + categoryarray = c(cases$Name)) + data = plot_ly( + x = cases$IsDeleted, + y = cases$Name, + type = "bar") %>% + layout( + yaxis = yform, + barmode="stack", + margin=list(l=210, r=25, b=20, t=0, pad=4), + paper_bgcolor="white", + plot_bgcolor="white" + ) + return(list('data' = data)) +} + +modal = function(){ + contacts["Name"] = (paste(contacts$Salutation, contacts$FirstName, contacts$LastName)) + contactoptions = list() + k = 1 + for (i in 1:nrow(contacts)) { + contactoptions[[k]] = list('label' = contacts$Name[i], 'value' = contacts$Id[i]) + k = k+1 + } + return(htmlDiv( + htmlDiv( + list( + htmlDiv( + list( + # modal header + htmlDiv( + list( + htmlSpan( + "New Case", + style=list( + "color"= "#506784", + "fontWeight"= "bold", + "fontSize"= "20" + ) + ), + htmlSpan( + "×", + id="cases_modal_close", + n_clicks=0, + style=list( + "float"= "right", + "cursor"= "pointer", + "marginTop"= "0", + "marginBottom"= "17" + ) + ) + ), + className="row", + style=list("borderBottom"= "1px solid #C8D4E3") + ), + + # modal form + htmlDiv( + list( + + # left Div + htmlDiv( + list( + htmlP( + "Account name", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + htmlDiv( + dccDropdown( + id="new_case_account", + options=accountoptions, + clearable=FALSE + #value=accounts.iloclist(0).Id, + ) + ), + htmlP( + "Priority", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_case_priority", + options=list( + list("label"= "High", "value"= "High"), + list("label"= "Medium", "value"= "Medium"), + list("label"= "Low", "value"= "Low") + ), + value="Medium", + clearable=FALSE + ), + htmlP( + "Origin", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_case_origin", + options=list( + list("label"= "Phone", "value"= "Phone"), + list("label"= "Web", "value"= "Web"), + list("label"= "Email", "value"= "Email") + ), + value="Phone", + clearable=FALSE + ), + htmlP( + "Reason", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_case_reason", + options=list( + list( + "label"= "Installation", + "value"= "Installation" + ), + list( + "label"= "Equipment Complexity", + "value"= "Equipment Complexity" + ), + list( + "label"= "Performance", + "value"= "Performance" + ), + list( + "label"= "Breakdown", + "value"= "Breakdown" + ), + list( + "label"= "Equipment Design", + "value"= "Equipment Design" + ), + list( + "label"= "Feedback", + "value"= "Feedback" + ), + list("label"= "Other", "value"= "Other") + ), + value="Installation", + clearable=FALSE + ), + htmlP( + "Subject", + style=list( + "float"= "left", + "marginTop"= "4", + "marginBottom"= "2" + ), + className="row" + ), + dccInput( + id="new_case_subject", + placeholder="The Subject of the case", + type="text", + value="", + style=list("width"= "100%") + ) + ), + className="six columns", + style=list("paddingRight"= "15") + ), + + + # right Div + htmlDiv( + list( + htmlP( + "Contact name", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + htmlDiv( + dccDropdown( + id="new_case_contact", + options=contactoptions, + clearable=FALSE + #value=contacts.iloclist(0).Id, + ) + ), + htmlP( + "Type", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_case_type", + options=list( + list( + "label"= "Electrical", + "value"= "Electrical" + ), + list( + "label"= "Mechanical", + "value"= "Mechanical" + ), + list( + "label"= "Electronic", + "value"= "Electronic" + ), + list( + "label"= "Structural", + "value"= "Structural" + ), + list("label"= "Other", "value"= "Other") + ), + value="Electrical" + ), + htmlP( + "Status", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_case_status", + options=list( + list("label"= "New", "value"= "New"), + list( + "label"= "Working", + "value"= "Working" + ), + list( + "label"= "Escalated", + "value"= "Escalated" + ), + list("label"= "Closed", "value"= "Closed") + ), + value="New" + ), + htmlP( + "Supplied Email", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccInput( + id="new_case_email", + placeholder="email", + type="email", + value="", + style=list("width"= "100%") + ), + htmlP( + "Description", + style=list( + "float"= "left", + "marginTop"= "4", + "marginBottom"= "2" + ), + className="row" + ), + dccTextarea( + id="new_case_description", + placeholder="Description of the case", + value="", + style=list("width"= "100%") + ) + ), + className="six columns", + style=list("paddingLeft"= "15") + ) + ), + style=list("marginTop"= "10", "textAlign"= "center"), + className="row" + ), + + # submit button + htmlSpan( + "Submit", + id="submit_new_case", + n_clicks=0, + className="button button--primary add" + ) + ), + className="modal-content", + style=list("textAlign"= "center", "border"= "1px solid #C8D4E3") + ) + ), + className="modal" + ), + id="cases_modal", + style=list("display"= "none") + ))} + +caseslayout = app$layout( + + htmlDiv(toJSON(get_cases()), id="cases_df", style=list("display"= "none")), + + modal(), + # top controls + htmlDiv( + list( + htmlDiv( + dccDropdown( + id="cases_period_dropdown", + options=list( + list("label"= "By day", "value"= "D"), + list("label"= "By week", "value"= "W-MON"), + list("label"= "By month", "value"= "M") + ), + value="D", + clearable=FALSE + ), + className="two columns", + style=list("marginBottom"= "10") + ), + htmlDiv( + dccDropdown( + id="priority_dropdown", + options=list( + list("label"= "All priority", "value"= "all_p"), + list("label"= "High priority", "value"= "High"), + list("label"= "Medium priority", "value"= "Medium"), + list("label"= "Low priority", "value"= "Low") + ), + value="all_p", + clearable=FALSE + ), + className="two columns" + ), + htmlDiv( + dccDropdown( + id="origin_dropdown", + options=list( + list("label"= "All origins", "value"= "all"), + list("label"= "Phone", "value"= "Phone"), + list("label"= "Web", "value"= "Web"), + list("label"= "Email", "value"= "Email") + ), + value="all", + clearable=FALSE + ), + className="two columns" + ), + + # add button + htmlDiv( + htmlSpan( + "Add new", + id="new_case", + n_clicks=0, + className="button button--primary add" + + ), + className="two columns", + style=list("float"= "right") + ) + ), + className="row", + style=list() + ), + + # indicators div + htmlDiv( + list( + indicator( + "#00cc96", + "Low priority cases", + "left_cases_indicator" + ), + indicator( + "#119DFF", + "Medium priority cases", + "middle_cases_indicator" + ), + indicator( + "#EF553B", + "High priority cases", + "right_cases_indicator" + ) + ), + className="row" + ), + + + htmlDiv( + list( + htmlDiv( + list( + htmlP("Cases Type"), + + dccGraph( + id="cases_types", + config=list(displayModeBar=FALSE), + #figure=pie_chart(cases,'Type','all_p', 'all')[[1]][[1]], + style=list("height"= "89%", "width"= "98%") + ) + + ), + className="six columns chart_div" + ), + + htmlDiv( + list( + htmlP("Cases Reasons"), + + dccGraph( + id="cases_reasons", + #figure=pie_chart(cases,'Reason','all_p', 'all')[[1]][[1]], + config=list(displayModeBar=FALSE), + style=list("height"= "89%", "width"= "98%") + ) + ), + className="six columns chart_div" + ) + ), + className="row", + style=list("marginTop"= "5px") + ), + + + htmlDiv( + list( + htmlDiv( + list( + htmlP("Cases over Time"), + dccGraph( + id="cases_by_period", + #figure = cases_by_period(cases,'W-MON','High','all')[[1]][[1]], + config=list(displayModeBar=FALSE), + style=list("height"= "89%", "width"= "98%") + ) + ), + className="six columns chart_div" + ), + + htmlDiv( + list( + htmlP("Cases by Company"), + dccGraph( + id="cases_by_account", + #figure=cases_by_account(cases), + config=list(displayModeBar=FALSE), + style=list("height"= "87%", "width"= "98%") + ) + ), + className="six columns chart_div" + ) + ), + className="row", + style=list("marginTop"= "5px") + ) + +) + +app$callback(output=list(id="left_cases_indicator", property='children'), + params=list( + input(id='cases_df', property='children')), + function(df){ + df = data.frame(fromJSON(df)) + low = length(df[(df['Priority'] == 'Low') & (df['Status'] == 'New'), 'Priority']) + return(low) + }) + +app$callback(output=list(id="middle_cases_indicator", property='children'), + params=list( + input(id="cases_df", property='children')), + function(df){ + df = data.frame(fromJSON(df)) + medium = length(df[(df['Priority'] == 'Medium') & (df['Status'] == 'New'), 'Priority']) + return(medium) + }) +app$callback(output=list(id="right_cases_indicator", property='children'), + params=list( + input(id="cases_df", property='children')), + function(df){ + df = data.frame(fromJSON(df)) + high = length(df[(df['Priority'] == 'High') & (df['Status'] == 'New'), 'Priority']) + return(high) + }) + +app$callback(output = list(id = "cases_reasons", property = 'figure'), + params = list( + input(id = "priority_dropdown", property = 'value'), + input(id = "origin_dropdown", property = 'value'), + input(id = "cases_df", property = 'children')), + function(priority,origin, df){ + df = data.frame(fromJSON(df)) + return(pie_chart(df,'Reason', priority, origin)[[1]][[1]]) + }) + +app$callback(output = list(id = "cases_types", property = 'figure'), + params = list( + input(id = "priority_dropdown", property = 'value'), + input(id = "origin_dropdown", property = 'value'), + input(id = "cases_df", property = 'children')), + function(priority,origin, df){ + df = data.frame(fromJSON(df)) + return(pie_chart(df,'Type', priority, origin)[[1]][[1]]) + }) + +app$callback(output = list(id = "cases_by_period", property = 'figure'), + params = list( + input(id = "cases_period_dropdown", property = 'value'), + input(id = "priority_dropdown", property = 'value'), + input(id = "origin_dropdown", property = 'value'), + input(id = "cases_df", property = 'children')), + function(period,priority,origin,df){ + df = data.frame(fromJSON(df)) + return(cases_by_period(df,period,priority,origin)[[1]][[1]]) + }) + +app$callback(output = list(id = 'cases_by_account', property = 'figure'), + params = list( + input(id = 'cases_df', property = 'children')), + function(df){ + df = data.frame(fromJSON(df)) + return(cases_by_account(df)) + }) + +app$callback(output = list(id = 'cases_modal', property = 'style'), + params = list( + input(id = 'new_case', property = 'n_clicks')), + function(n){ + if (n > 0){ + return(list('display' = 'block')) + } + return(list('display' = 'none')) + }) + +app$callback(output = list(id = 'new_case', property = 'n_clicks'), + params = list( + input(id = 'submit_new_case', property = "n_clicks")), + function(n,n2){ + return(0) + }) + +app$callback(output = list(id = 'cases_df', property = 'children'), + params = list( + input(id = 'submit_new_case', property = 'n_clicks'), + state("new_case_account", "value"), + state("new_case_origin", "value"), + state("new_case_reason", "value"), + state("new_case_subject", "value"), + state("new_case_contact", "value"), + state("new_case_type", "value"), + state("new_case_status", "value"), + state("new_case_description", "value"), + state("new_case_priority", "value"), + state("cases_df", "children")), + function(n_clicks, account_id, origin, reason, subject, contact_id, + case_type, status, description, priority, current_df){ + if(n_clicks > 0){ + add_cases(account_id, origin, reason, subject, contact_id, case_type, status, description, priority) + df = get_cases() + return(toJSON(df)) + } + return(current_df) + }) + +app$run_server() + + diff --git a/apps/dashr-salesforce-crm/functions.R b/apps/dashr-salesforce-crm/functions.R new file mode 100644 index 000000000..88ad800d4 --- /dev/null +++ b/apps/dashr-salesforce-crm/functions.R @@ -0,0 +1,76 @@ +library(dashR) +library(dashHtmlComponents) +library(dashCoreComponents) +library(dplyr) +library(sqldf) +library(plotly) +library(salesforcer) +library(rjson) + +millnames = list("", " K", " M", " B", " T") + +app = Dash$new() + +df_to_table = function(df){ + return(htmlTable( + htmlTr(for (col in colnames(df)) { + htmlTh(col) + }) + + list( + htmlTr( + list( + for (col in colnames(df)) { + htmlTd(df[i,c(col)]) + } + ) + ) + ) + ), + for (i in seq_along(length(df))) { + + } +) +} + +millify = function(n){ + n = n + millidx = max(0, min(length(millnames)-1, integer(floor( + if (n==0){ + 0 + }else{ + log10(abs(n))/3 + } + )))) + + sprintf('%f', (n / 10 ** (3 * millidx))) +} + + +indicator = function(color, text, id_value){ + return(htmlDiv( + list(htmlP( + text, + className="twelve columns indicator_text" + ), + htmlP( + id = id_value, + className="indicator_value" + )), + className="four columns indicator" + ))} + + + + + + + + + + + + + + + + diff --git a/apps/dashr-salesforce-crm/init.R b/apps/dashr-salesforce-crm/init.R new file mode 100644 index 000000000..251921ae5 --- /dev/null +++ b/apps/dashr-salesforce-crm/init.R @@ -0,0 +1,59 @@ +# R script to run author supplied code, typically used to install additional R packages +# contains placeholders which are inserted by the compile script +# NOTE: this script is executed in the chroot context; check paths! + +r <- getOption("repos") +r["CRAN"] <- "http://cloud.r-project.org" +options(repos=r) + +# ====================================================================== + +# packages go here +install.packages("remotes") + +# installs Rcpp, rlang, BH +install.packages("later") + +install.packages("jsonlite") +install.packages("listenv") + +# installs magrittr, promises, R6 +remotes::install_version("httpuv", version = "1.4.5.1", repos = "http://cloud.r-project.org", upgrade="never") + +# installs crayon, digest, htmltools, mime, sourcetools, xtable +remotes::install_version("shiny", version = "1.2.0", repos = "http://cloud.r-project.org", upgrade="never") + +# installs askpass, assertthat, base64enc, cli, colorspace, crosstalk, curl, data.table, dplyr, fansi, ggplot2, glue, gtable, hexbin, htmlwidgets, httr, labeling, lattice, lazyeval, mgcv, munsell, nlme, openssl, pillar, pkgconfig, plogr, plyr, purrr, RColorBrewer, reshape2, scales, stringi, stringr, sys, tibble, tidyr, tidyselect, utf8, viridisLite, withr, yaml +remotes::install_version("plotly", version = "4.9.0", repos = "http://cloud.r-project.org", upgrade="never") + +install.packages("https://cloud.r-project.org/src/contrib/assertthat_0.2.1.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/xml2_1.2.0.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/triebeard_0.3.0.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/Archive/urltools/urltools_1.7.2.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/jsonlite_1.6.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/webutils_0.6.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/brotli_1.2.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/reqres_0.2.2.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/uuid_0.1-2.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/base64enc_0.1-3.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/codetools_0.2-16.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/globals_0.12.4.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/Archive/future/future_1.11.1.1.tar.gz", type="source", repos=NULL) + +# fiery and friends +install.packages("https://cloud.r-project.org/src/contrib/routr_0.3.0.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/fiery_1.1.1.tar.gz", type="source", repos=NULL) + +remotes::install_github("plotly/dashR", dependencies=FALSE) +remotes::install_github("plotly/dash-html-components") +remotes::install_github("plotly/dash-core-components") + + +install.packages('sqldf') +install.packages('dplyr') +install.packages('lubridate') + + + + + diff --git a/apps/dashr-salesforce-crm/leads.R b/apps/dashr-salesforce-crm/leads.R new file mode 100644 index 000000000..954c3d0aa --- /dev/null +++ b/apps/dashr-salesforce-crm/leads.R @@ -0,0 +1,582 @@ + +#app = Dash$new() +leads = getAllFields('Lead') + +states = list("AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DC", "DE", "FL", "GA", + "HI", "ID", "IL", "IN", "IA", "KS", "KY", "LA", "ME", "MD", + "MA", "MI", "MN", "MS", "MO", "MT", "NE", "NV", "NH", "NJ", + "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI", "SC", + "SD", "TN", "TX", "UT", "VT", "VA", "WA", "WV", "WI", "WY") + +optionstate = list() +k = 1 +for (i in states) { + optionstate[[k]] = list('label' = i, 'value' = i) + k = k+1 +} + +#MY FUNCTION FOR THE LEADS TABLE + +datatotable = function(df){ + df['CreatedDate'] = lapply(df$CreatedDate, function(x)as.POSIXct(x, origin="1970-01-01 00:00:00 UTC")) + df['CreatedDate'] = as.Date(format(df$CreatedDate, '%Y-%m-%d')) + #df = df[c(1,9,12,25,26)] + plot_ly( + type = 'table', + header = list( + values = c("Company", names(df)), + align = c('left', rep('center', ncol(df))), + line = list(width = 1, color = 'white'), + fill = list(color = 'white'), + font = list(family = "Arial", size = 14, color = "#264e86") + ), + cells = list( + values = rbind( + rownames(df), + t(as.matrix(unname(df))) + ), + align = c('left', rep('center', ncol(df))), + line = list(color = "white", width = 1), + fill = list(color = c('white', 'white')), + font = list(family = "Arial", size = 14, color = c("black")) + ))} + + + +choropleth_map <- function(status, df){ + if(status == 'open'){ + df = df[(df['Status'] == "Open - Not Contacted") | (df["Status"] == "Working - Contacted"),]} + else if(status == 'converted'){ + df[(df["Status"] == "Closed - Converted"),] + } else if(status == 'lost'){ + df = df[(df["Status"] == "Closed - Not Converted"),] + } + df = sqldf('SELECT COUNT(*) AS Id, State FROM df GROUP BY State') + scl = list(list(0.0, "rgb(38, 78, 134)"), list(1.0, "#0091D5")) + + data = list( + list( + type="choropleth", + colorscale=scl, + locations=df$State[-c(1)], + z=unlist(df["Id"]), + locationmode="USA-states", + marker=list(line=list(color="rgb(255,255,255)", width=2)) + ) + ) + layout = list( + geo=list( + scope="usa", + projection=list(type="albers usa"), + lakecolor="rgb(255, 255, 255)" + ), + margin=list(l=10, r=10, t=0, b=0) + ) + + return(list(data = data, layout = layout)) + } + + + + +lead_source = function(status, df){ + if (status == 'open'){ + df = df[ + (df["Status"] == "Open - Not Contacted") | (df["Status"] == "Working - Contacted"),] + } else if(status == 'converted'){ + df = df[df["Status"] == "Closed - Converted",] + } else if(status == 'lost'){ + df = df[df["Status"] == "Closed - Not Converted",] + } + + nb_leads = length(rownames(df)) + types = as.list(unique(df['LeadSource'])) + values = list() + + for (case_type in types[[1]]) { + nb_types = dim(df[df["LeadSource"] == case_type,])[1] + percentage = ((nb_types / nb_leads) * 100) + values = append(values, percentage) + } + + trace = plot_ly( + labels=types[[1]], + values=values, + type = 'pie', + marker=list("colors" = list("#264e86", "#0074e4", "#74dbef", "#eff0f4")) + ) %>% + layout(margin = list(l=15, r=10, t=0, b=65), legend=list(orientation="h")) + + #return(list(data=list(trace))) +} + +converted_leads_count <- function(df){ + df['CreatedDate'] = lapply(df$CreatedDate, function(x)as.POSIXct(x, origin="1970-01-01 00:00:00 UTC")) + df['CreatedDate'] = as.Date(format(df$CreatedDate, '%Y-%m-%d')) + df = df[df["Status"] == "Closed - Converted",] + rows = as.data.frame(t(apply(df, 2, function(x) length(which(!is.na(x)))))) + df = count_(df %>% group_by(CreatedDate, Id, add=TRUE)) + #df = cbind(df,rows) + + trace = plot_ly( + x=df$CreatedDate, + y=rows$Id, + name="converted leads", + fill="tozeroy", + fillcolor="#e6f2ff" + ) %>% + layout( + xaxis=list(showgrid=FALSE), + margin=list(l=33, r=25, b=37, t=5, pad=4), + paper_bgcolor="white", + plot_bgcolor="white" + ) + + #return(list('data' = list(trace))) + +} + +modal = function(){ + return(htmlDiv( + htmlDiv( + list( + htmlDiv( + list( + + # modal header + htmlDiv( + list( + htmlSpan( + "New Lead", + style=list( + "color"= "#506784", + "fontWeight"= "bold", + "fontSize"= "20" + ) + ), + htmlSpan( + "×", + id="leads_modal_close", + n_clicks=0, + style=list( + "float"= "right", + "cursor"= "pointer", + "marginTop"= "0", + "marginBottom"= "17" + ) + ) + ), + className="row", + style=list("borderBottom"= "1px solid #C8D4E3") + ), + + # modal form + htmlDiv( + list( + htmlP( + list( + "Company Name" + + ), + style=list( + "float"= "left", + "marginTop"= "4", + "marginBottom"= "2" + ), + className="row" + ), + dccInput( + id="new_lead_company", + # placeholder="Enter company name", + type="text", + value="", + style=list("width"= "100%") + ), + htmlP( + "Company State", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_lead_state", + options=optionstate, + value="NY" + ), + htmlP( + "Status", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_lead_status", + options=list( + list( + "label"= "Open - Not Contacted", + "value"= "Open - Not Contacted" + ), + list( + "label"= "Working - Contacted", + "value"= "Working - Contacted" + ), + list( + "label"= "Closed - Converted", + "value"= "Closed - Converted" + ), + list( + "label"= "Closed - Not Converted", + "value"= "Closed - Not Converted" + ) + ), + value="Open - Not Contacted" + ), + htmlP( + "Source", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_lead_source", + options=list( + list("label"= "Web", "value"= "Web"), + list( + "label"= "Phone Inquiry", + "value"= "Phone Inquiry" + ), + list( + "label"= "Partner Referral", + "value"= "Partner Referral" + ), + list( + "label"= "Purchased List", + "value"= "Purchased List" + ), + list("label"= "Other", "value"= "Other") + ), + value="Web" + ) + ), + className="row", + style=list("padding"= "2% 8%") + ), + + # submit button + htmlSpan( + "Submit", + id="submit_new_lead", + n_clicks=0, + className="button button--primary add" + ) + ), + className="modal-content", + style=list("textAlign"= "center") + ) + ), + className="modal" + ), + id="leads_modal", + style=list("display"= "none") + ))} + +leadslayout = app$layout( + + htmlDiv(toJSON(getAllFields('Lead')), id="leads_df", style=list("display"= "none")), + + # top controls + htmlDiv( + list( + htmlDiv( + dccDropdown( + id="converted_leads_dropdown", + options=list( + list("label"= "By day", "value"= "D"), + list("label"= "By week", "value"= "W-MON"), + list("label"= "By month", "value"= "M") + ), + value="D", + clearable=FALSE + ), + className="two columns" + ), + htmlDiv( + dccDropdown( + id="lead_source_dropdown", + options=list( + list("label"= "All status", "value"= "all"), + list("label"= "Open leads", "value"= "open"), + list("label"= "Converted leads", "value"= "converted"), + list("label"= "Lost leads", "value"= "lost") + ), + value="all", + clearable=FALSE + ), + className="two columns" + ), + + # add button + htmlDiv( + htmlSpan( + "Add new", + id="new_lead", + n_clicks=0, + className="button button--primary", + style=list( + "height"= "34", + "background"= "#119DFF", + "border"= "1px solid #119DFF", + "color"= "white" + ) + ), + className="two columns", + style=list("float"= "right") + ) + ), + className="row", + style=list("marginBottom"= "10") + ), + + # indicators row div + htmlDiv( + list( + indicator( + "#00cc96", "Converted Leads", "left_leads_indicator" + ), + indicator( + "#119DFF", "Open Leads", "middle_leads_indicator" + ), + indicator( + "#EF553B", + "Conversion Rates", + "right_leads_indicator" + ) + ), + className="row" + ), + + # charts row div + htmlDiv( + list( + htmlDiv( + list( + htmlP("Leads count per state" ), + dccGraph( + id="map", + figure = choropleth_map('new',leads), + style=list("height"= "90%", "width"= "98%"), + config=list(displayModeBar=FALSE) + ) + ), + className="four columns chart_div" + ), + + htmlDiv( + list( + htmlP("Leads by source"), + dccGraph( + id="lead_source", + figure = lead_source('new',leads), + style=list("height"= "90%", "width"= "98%"), + config=list(displayModeBar=FALSE) + ) + ), + className="four columns chart_div" + ), + + htmlDiv( + list( + htmlP("Converted Leads count"), + dccGraph( + id="converted_leads", + figure = converted_leads_count(leads), + style=list("height"= "90%", "width"= "98%"), + config=list(displayModeBar=FALSE) + ) + ), + className="four columns chart_div" + ) + ), + className="row", + style=list("marginTop"= "5") + ), + + # table div + dccGraph(id="leads_table", + className="row", + #figure = datatotable(leads), + style=list( + "maxHeight"= "350px", + "overflowY"= "scroll", + "padding"= "8", + "marginTop"= "5", + "backgroundColor"="white", + "border"= "1px solid #C8D4E3", + "borderRadius"= "3px" + )), + modal() +) + + +app$callback(output = list(id = "left_leads_indicator", property = "children"), + params = list( + input(id = "leads_df", property = "children")), + function(df){ + df = data.frame(fromJSON(df)) + converted_leads = nrow(unique(df[df["Status"] == "Closed - Converted",])) + return(converted_leads) + }) + +app$callback(output = list(id = "middle_leads_indicator", property = "children"), + params = list( + input(id = "leads_df", property = "children")), + function(df){ + df = data.frame(fromJSON(df)) + open_leads = nrow(df[(df["Status"] == "Open - Not Contacted")| (df["Status"] == "Working - Contacted"),]) + return(open_leads) + }) + +app$callback(output = list(id = "right_leads_indicator", property = "children"), + params = list( + input(id = "leads_df", property = "children")), + function(df){ + df = data.frame(fromJSON(df)) + converted_leads = nrow(df[df["Status"] == "Closed - Converted",]) + lost_leads = nrow(df[df["Status"] == "Closed - Not Converted",]) + conversion_Rates = converted_leads/(converted_leads + lost_leads) * 100 + return(sprintf("%.2f %%", conversion_Rates)) + }) + + + +app$callback(output = list(id = "lead_source", property = "figure"), + params = list( + input(id = "lead_source_dropdown", property = "value"), + input(id = "leads_df", property = "children")), + function(status,df){ + df = data.frame(fromJSON(df)) + return(lead_source(status,df)) + }) + + +app$callback(output = list(id = "map", property = "figure"), + params = list( + input(id = "lead_source_dropdown", property = "value"), + input(id = "leads_df", property = "children")), + function(status,df){ + df = data.frame(fromJSON(df)) + return(choropleth_map(status,df)) + }) + +app$callback(output = list(id = "leads_table", property = "figure"), + params = list( + input(id = "lead_source_dropdown", property = "value"), + input(id = "leads_df", property = "children")), + function(status,df){ + df = data.frame(fromJSON(df)) + if(status == 'open'){ + df = df[ + (df["Status"] == "Open - Not Contacted") | (df["Status"] == "Working - Contacted"),] + } else if (status == 'converted'){ + df = df[df["Status"] == "Closed - Converted",] + } else if (status == 'lost'){ + df = df[df["Status"] == "Closed - Not Converted",] + } + df = df[,c("CreatedDate", "Status", "Company", "State", "LeadSource")] + return(datatotable(df)) + }) + + +app$callback(output = list(id = "converted_leads", property = "figure"), + params = list( + input(id = "lead_source_dropdown", property = "value"), + input(id = "leads_df", property = "children")), + function(period,df){ + df = data.frame(fromJSON(df)) + return(converted_leads_count(df)) #Fixxxx + }) + + + +app$callback(output = list(id = "leads_modal", property = "style"), + params = list( + input(id = "new_lead", property = "n_clicks")), + function(n){ + if(n > 0){ + return(list('display' = 'block')) + } + return(list('display' = 'none')) + }) + +app$callback(output = list(id = "new_lead", property = "n_clicks"), + params = list( + input(id = "leads_modal_close", property = "n_clicks"), + input(id = "submit_new_lead", property = "n_clicks")), + function(n,n2){ + return(0) + }) + +app$callback(output = list(id = "leads_df", property = "children"), + params = list( + input(id = "submit_new_lead", property = "n_clicks"), + state("new_lead_status", "value"), + state("new_lead_state", "value"), + state("new_lead_company", "value"), + state("new_lead_source", "value"), + state("leads_df", "children")), + function(n_clicks, status, state, company, source, current_df){ + if(n_clicks > 0){ + if(company == ""){ + company = 'Not named yet' + } + add_leads(company,status,state,source) + df = getAllFields('Lead') + return(toJSON(df)) + } + return(current_df) + }) + +#app$run_server() + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/apps/dashr-salesforce-crm/opportunties.R b/apps/dashr-salesforce-crm/opportunties.R new file mode 100644 index 000000000..39b76d8e0 --- /dev/null +++ b/apps/dashr-salesforce-crm/opportunties.R @@ -0,0 +1,677 @@ +#app = Dash$new() + +opp = get_opportunities() + +converted_opportunities = function(period, source, df){ + + if(source == 'all_s'){ + df = df[df["IsWon"] == 1,] + } else{ + df = df[(df["LeadSource"] == source) & (df["IsWon"] == 1),] + } + if (period == "W-MON"){ + df['CreatedDate'] = df$CreatedDate - ddays(7) + } + df = count_(df %>% group_by(CreatedDate, add=TRUE)) + + if(length(df == 0)){ + layout = list(annotation = list( + list(text = 'No results found', + showarrow = FALSE) + )) + #return(list('data' = list(), 'layout'=layout)) + } + + df['CreatedDate'] = lapply(df$CreatedDate, function(x)as.POSIXct(x, origin="1970-01-01 00:00:00 UTC")) + trace = plot_ly( + x=df$CreatedDate, + y=df$n, + type = 'scatter', + name="converted opportunities", + fill="tozeroy", + fillcolor="#e6f2ff", + mode = 'markers' + )%>% + layout( + xaxis=list(showgrid=FALSE), + margin=list(l=35, r=25, b=23, t=5, pad=4), + paper_bgcolor="white", + plot_bgcolor="white") + + return(list(data = list(trace))) +} + +#heat_map_fig(opp,opp$StageName,opp$Type) + +heat_map_fig= function(df,x,y){ + z = list() + for (i in y) { + z_row = list() + for (j in x) { + probability = mean(df[(df["StageName"] == j & df["Type"] == i), + 'Probability']) + z_row = append(z_row, probability) + } + z = append(z,z_row) + } + trace = list( + type="heatmap", + z=z, x=x, y=y, + name="mean probability", + colorscale="Blues" + ) + + layout = list( + margin=list(t=25, l=210, b=85, pad=4), + paper_bgcolor="white", + plot_bgcolor="white" + ) + + return(list(data= list(trace), layout = layout)) +} + +top_open_opportunities = function(df){ + df = data.frame(df) + df = df[order(df['Amount']),] + cols = c("CreatedDate", "Name", "Amount", "StageName") + df = df[c(1:5),cols] + df['Name'] = lapply(df['Name'], function(x){x[1:30]}) + return(datatotable(df)) +} + +top_lost_opportunities = function(df){ + df = data.frame(df) + df = df[df['StageName'] == 'Closed Lost',] + cols = c("CreatedDate", "Name", "Amount", "StageName") + df = df[c(1:5),cols] + df['Name'] = lapply(df['Name'], function(x){x[1:30]}) + return(datatotable(df)) +} + +modal = function(){ + return(htmlDiv( + htmlDiv( + list( + htmlDiv( + list( + + # modal header + htmlDiv( + list( + htmlSpan( + "New Opportunity", + style=list( + "color"= "#506784", + "fontWeight"= "bold", + "fontSize"= "20" + ) + ), + htmlSpan( + "×", + id="opportunities_modal_close", + n_clicks=0, + style=list( + "float"= "right", + "cursor"= "pointer", + "marginTop"= "0", + "marginBottom"= "17" + ) + ) + ), + className="row", + style=list("borderBottom"= "1px solid #C8D4E3") + ), + + + # modal form + htmlDiv( + list( + + # left div + htmlDiv( + list( + htmlP( + list( + "Name" + ), + style=list( + "float"= "left", + "marginTop"= "4", + "marginBottom"= "2" + ), + className="row" + ), + dccInput( + id="new_opportunity_name", + placeholder="Name of the opportunity", + type="text", + value="", + style=list("width"= "100%") + ), + + htmlP( + list( + "StageName" + ), + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_opportunity_stage", + options=list( + list( + "label"= "Prospecting", + "value"= "Prospecting" + ), + list( + "label"= "Qualification", + "value"= "Qualification" + ), + list( + "label"= "Needs Analysis", + "value"= "Needs Analysis" + ), + list( + "label"= "Value Proposition", + "value"= "Value Proposition" + ), + list( + "label"= "Id. Decision Makers", + "value"= "Closed" + ), + list( + "label"= "Perception Analysis", + "value"= "Perception Analysis" + ), + list( + "label"= "Proposal/Price Quote", + "value"= "Proposal/Price Quote" + ), + list( + "label"= "Negotiation/Review", + "value"= "Negotiation/Review" + ), + list( + "label"= "Closed/Won", + "value"= "Closed Won" + ), + list( + "label"= "Closed/Lost", + "value"= "Closed Lost" + ) + ), + clearable=FALSE, + value="Prospecting" + ), + + htmlP( + "Source", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_opportunity_source", + options=list( + list("label"= "Web", "value"= "Web"), + list( + "label"= "Phone Inquiry", + "value"= "Phone Inquiry" + ), + list( + "label"= "Partner Referral", + "value"= "Partner Referral" + ), + list( + "label"= "Purchased List", + "value"= "Purchased List" + ), + list("label"= "Other", "value"= "Other") + ), + value="Web" + ), + + htmlP( + list( + "Close Date" + ), + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + htmlDiv( + dccDatePickerSingle( + id="new_opportunity_date", + min_date_allowed=as.Date(Sys.Date()), + # max_date_allowed=dt(2017, 9, 19), + initial_visible_month=as.Date(Sys.Date()), + date=as.Date(Sys.Date()) + ), + style=list("textAlign"= "left") + ) + + ), + className="six columns", + style=list("paddingRight"= "15") + ), + + + # right div + htmlDiv( + list( + htmlP( + "Type", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccDropdown( + id="new_opportunity_type", + options=list( + list( + "label"= "Existing Customer - Replacement", + "value"= "Existing Customer - Replacement" + ), + list( + "label"= "New Customer", + "value"= "New Customer" + ), + list( + "label"= "Existing Customer - Upgrade", + "value"= "Existing Customer - Upgrade" + ), + list( + "label"= "Existing Customer - Downgrade", + "value"= "Existing Customer - Downgrade" + ) + ), + value="New Customer" + ), + + htmlP( + "Amount", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccInput( + id="new_opportunity_amount", + placeholder="0", + type="number", + value="", + style=list("width"= "100%") + ), + + htmlP( + "Probability", + style=list( + "textAlign"= "left", + "marginBottom"= "2", + "marginTop"= "4" + ) + ), + dccInput( + id="new_opportunity_probability", + placeholder="0", + type="number", + max=100, + step=1, + value="", + style=list("width"= "100%") + ) + + ), + className="six columns", + style=list("paddingLeft"= "15") + ) + ), + className="row", + style=list("paddingTop"= "2%") + ), + + + # submit button + htmlSpan( + "Submit", + id="submit_new_opportunity", + n_clicks=0, + className="button button--primary add" + ) + ), + className="modal-content", + style=list("textAlign"= "center") + ) + ), + className="modal" + ), + id="opportunities_modal", + style=list("display"= "none") + ))} + +Opplayout = app$layout( + htmlDiv( + toJSON(get_opportunities()), # opportunities df + id="opportunities_df", + style=list("display"= "none") + ), + # top controls + htmlDiv( + list( + htmlDiv( + dccDropdown( + id="converted_opportunities_dropdown", + options=list( + list("label"= "By day", "value"= "D"), + list("label"= "By week", "value"= "W-MON"), + list("label"= "By month", "value"= "M") + ), + value="D", + clearable=FALSE + ), + className="two columns" + ), + + htmlDiv( + dccDropdown( + id="heatmap_dropdown", + options=list( + list("label"= "All stages", "value"= "all_s"), + list("label"= "Cold stages", "value"= "cold"), + list("label"= "Warm stages", "value"= "warm"), + list("label"= "Hot stages", "value"= "hot") + ), + value="all_s", + clearable=FALSE + ), + className="two columns" + ), + htmlDiv( + dccDropdown( + id="source_dropdown", + options=list( + list("label"= "All sources", "value"= "all_s"), + list("label"= "Web", "value"= "Web"), + list("label"= "Word of Mouth", "value"= "Word of mouth"), + list("label"= "Phone Inquiry", "value"= "Phone Inquiry"), + list("label"= "Partner Referral", "value"= "Partner Referral"), + list("label"= "Purchased List", "value"= "Purchased List"), + list("label"= "Other", "value"= "Other") + ), + value="all_s", + clearable=FALSE + ), + className="two columns" + ), + + #add button + htmlDiv( + htmlSpan( + "Add new", + id="new_opportunity", + n_clicks=0, + className="button button--primary add" + ), + className="two columns", + style=list("float"= "right") + ) + ), + className="row", + style=list("marginBottom"= "10") + ), + + #indicators row + htmlDiv( + list( + indicator( + "#00cc96", + "Won opportunities", + "left_opportunities_indicator" + ), + indicator( + "#119DFF", + "Open opportunities", + "middle_opportunities_indicator" + ), + indicator( + "#EF553B", + "Lost opportunities", + "right_opportunities_indicator" + ) + ), + className="row" + ), + + #charts row div + htmlDiv( + list( + htmlDiv( + list( + htmlP("Converted Opportunities count"), + dccGraph( + id="converted_count", + #figure = converted_opportunities('W-MON','all_s',opp)[['data']][[1]], + style=list("height"= "90%", "width"= "98%"), + config=list(displayModeBar=FALSE) + ) + ), + className="four columns chart_div" + ), + + htmlDiv( + list( + htmlP("Probabilty heatmap per Stage and Type"), + dccGraph( + id="heatmap", + #figure = heat_map_fig(opp,opp$StageName,opp$Type), + style=list("height"= "90%", "width"= "98%"), + config=list(displayModeBar=FALSE) + ) + ), + className="eight columns chart_div" + ) + ), + className="row", + style=list("marginTop"= "5px") + ), + + + # tables row div + htmlDiv( + list( + htmlDiv( + list( + htmlP( + "Top Open opportunities", + style=list( + "color"= "#2a3f5f", + "fontSize"= "13px", + "textAlign"= "center", + "marginBottom"= "0" + ) + ), + htmlDiv( + id="top_open_opportunities", + style=list("padding"= "0px 13px 5px 13px", "marginBottom"= "5") + ) + + ), + className="six columns", + style=list( + "backgroundColor"= "white", + "border"= "1px solid #C8D4E3", + "borderRadius"= "3px", + "height"= "100%", + "overflowY"= "scroll" + ) + ), + htmlDiv( + list( + htmlP( + "Top Lost opportunities", + style=list( + "color"= "#2a3f5f", + "fontSize"= "13px", + "textAlign"= "center", + "marginBottom"= "0" + ) + ), + htmlDiv( + id="top_lost_opportunities", + style=list("padding"= "0px 13px 5px 13px", "marginBottom"= "5") + ) + ), + className="six columns", + style=list( + "backgroundColor"= "white", + "border"= "1px solid #C8D4E3", + "borderRadius"= "3px", + "height"= "100%", + "overflowY"= "scroll" + ) + ), + + + + modal() + ), + className="row", + style=list("marginTop"= "5px", "max height"= "200px") + ) +) + +app$callback(output = list(id ="left_opportunities_indicator", property = "children"), + params = list( + input(id = "opportunities_df", property = "children")), + function(df){ + df = as.data.frame(fromJSON(df)) + won = sum(df[df['IsWon'] == 1, c('Amount')]) + sprintf('%.1f M', won/1000000) + }) + +app$callback(output = list(id ="middle_opportunities_indicator", property = "children"), + params = list( + input(id = "opportunities_df", property = "children")), + function(df){ + df = as.data.frame(fromJSON(df)) + active = sum(df[(df['IsClosed'] == 0), c('Amount')]) + sprintf('%.1f M', floor(active/1000000)) + }) + +app$callback(output = list(id ="right_opportunities_indicator", property = "children"), + params = list( + input(id = "opportunities_df", property = "children")), + function(df){ + df = as.data.frame(fromJSON(df)) + lost = sum(df[(df["IsWon"] == 0) & (df["IsClosed"] == 1), c('Amount')]) + return(lost) + }) + +app$callback(output = list(id = 'converted_count', property = 'figure'), + params = list( + input(id = "converted_opportunities_dropdown", property = "value"), + input(id = "source_dropdown", property = "value"), + input(id = "opportunities_df", property = "children")), + function(period, source, df){ + df = data.frame(fromJSON(df)) + return(converted_opportunities(period, source,df)[['data']][[1]]) + }) + + +app$callback(output = list(id = 'heatmap', property = 'figure'), + params = list( + input(id = 'heatmap_dropdown', property = 'value'), + input(id = 'opportunities_df', property = 'children')), + function(stage,df){ + df = data.frame(fromJSON(df)) + df = df[complete.cases(df['Type']),] + x = list() + y = unique(df['Type'])[['Type']] + if (stage == 'all_s'){ + x = unique(df['StageName'])[['StageName']] + } else if (stage == 'cold'){ + x = list("Needs Analysis", "Prospecting", "Qualification") + } else if (stage == 'warm'){ + x = list("Value Proposition", "Id. Decision Makers", "Perception Analysis") + } else { + x = list("Proposal/Price Quote", "Negotiation/Review", "Closed Won") + } + return(heat_map_fig(df,x,y)) + }) + + +app$callback(output = list(id ="opportunities_modal", property = "style"), + params = list( + input(id = "new_opportunity", property = "n_clicks")), + function(n){ + if(n > 0){ + return(list('display' = 'block')) + } + return(list('display' = 'none')) + }) + +app$callback(output = list(id ="new_opportunity", property = "n_clicks"), + params = list( + input(id = "opportunities_modal_close", property = "n_clicks"), + input(id = "submit_new_opportunity", property = "n_clicks")), + function(n,n2){ + return(0) + }) + +app$callback(output = list(id ="opportunities_df", property = "children"), + params = list( + input(id = "submit_new_opportunity", property = "n_clicks"), + state("new_opportunity_name", "value"), + state("new_opportunity_stage", "value"), + state("new_opportunity_amount", "value"), + state("new_opportunity_probability", "value"), + state("new_opportunity_date", "date"), + state("new_opportunity_type", "value"), + state("new_opportunity_source", "value"), + state("opportunities_df", "children")), + function(n_clicks, name, stage, amount, probability, date, o_type, source, current_df){ + if(n_clicks > 0){ + if (name == ""){ + name = 'Not named yet' + } + add_opportunities(name, stage, amount, probability, date, o_type, source) + df = get_opportunities() + return(toJSON(df)) + } + return(current_df) + }) + +app$callback(output = list(id ="top_open_opportunities", property = "children"), + params = list( + input(id = "opportunities_df", property = "children")), + function(df){ + df = data.frame(fromJSON(df)) + return(top_open_opportunities(df)) + }) + +app$callback(output = list(id ="top_lost_opportunities", property = "children"), + params = list( + input(id = "opportunities_df", property = "children")), + function(df){ + df = data.frame(fromJSON(df)) + return(top_lost_opportunities(df)) + }) + +#app$run_server() + + + + + + + From 7c1d45c77a8bf6189dce33c9d0c3b26706fc5555 Mon Sep 17 00:00:00 2001 From: KPhans Date: Thu, 20 Jun 2019 16:11:01 -0400 Subject: [PATCH 02/13] added READ.ME --- apps/dashr-salesforce-crm/README.md | 44 +++++++++++++++++++++++++++++ 1 file changed, 44 insertions(+) create mode 100644 apps/dashr-salesforce-crm/README.md diff --git a/apps/dashr-salesforce-crm/README.md b/apps/dashr-salesforce-crm/README.md new file mode 100644 index 000000000..6babe789b --- /dev/null +++ b/apps/dashr-salesforce-crm/README.md @@ -0,0 +1,44 @@ +# Dash Wind Streaming + +## About this app + +This app queries a SQL database every second and uses the data to update the wind speed diagram and the wind direction diagram. +The wind speed values are then binned in real time to generate the wind histogram plot. + +Original repo: [plotly/dash-wind-streaming](https://github.com/plotly/dash-wind-streaming) + + +## How to run this app + +(The following instructions apply to Posix/bash. Windows users should check +[here](https://docs.python.org/3/library/venv.html).) + +First, clone this repository and open a terminal inside the root folder. + +Create and activate a new virtual environment (recommended) by running +the following: + +```bash +python3 -m venv myvenv +source myvenv/bin/activate +``` + +Install the requirements: + +```bash +pip install -r requirements.txt +``` +Run the app: + +```bash +python app.py +``` +Open a browser at http://127.0.0.1:8050 + +## Screenshots + +![demo.gif](demo.gif) + +## Resources + +- To learn more about Dash, check out our [documentation](https://plot.ly/dash). \ No newline at end of file From 10ca72d0d379ffd6cd266920ae93c0e84ba66b9a Mon Sep 17 00:00:00 2001 From: KPhans Date: Thu, 20 Jun 2019 16:47:39 -0400 Subject: [PATCH 03/13] initial commit for Oil & Gas Ternary(incomplete.) --- apps/dashr-oil-and-gas-ternary/.buildpacks | 1 + apps/dashr-oil-and-gas-ternary/Aptfile | 3 + apps/dashr-oil-and-gas-ternary/Procfile | 1 + apps/dashr-oil-and-gas-ternary/README.md | 90 + apps/dashr-oil-and-gas-ternary/app.R | 742 ++ .../dashr-oil-and-gas-ternary/assets/base.css | 416 + .../assets/oil-and-gas-ternary.css | 168 + apps/dashr-oil-and-gas-ternary/constants.R | 101 + .../data/Commingled-Table 1.csv | 94 + .../data/Completions-Table 1.csv | 524 ++ .../data/EKY_shale_production.xlsx | Bin 0 -> 380375 bytes .../data/Export Summary-Table 1.csv | 20 + .../data/FmCodes-Table_1.csv | 680 ++ .../data/ReadMe-Table 1.csv | 95 + .../data/Well_ID-Table_1.csv | 384 + .../data/YearlyProduction_table_1.csv | 8354 +++++++++++++++++ .../data/test_compositionR.csv | 380 + apps/dashr-oil-and-gas-ternary/dataprep.R | 52 + apps/dashr-oil-and-gas-ternary/init.R | 54 + 19 files changed, 12159 insertions(+) create mode 100644 apps/dashr-oil-and-gas-ternary/.buildpacks create mode 100644 apps/dashr-oil-and-gas-ternary/Aptfile create mode 100755 apps/dashr-oil-and-gas-ternary/Procfile create mode 100644 apps/dashr-oil-and-gas-ternary/README.md create mode 100644 apps/dashr-oil-and-gas-ternary/app.R create mode 100644 apps/dashr-oil-and-gas-ternary/assets/base.css create mode 100644 apps/dashr-oil-and-gas-ternary/assets/oil-and-gas-ternary.css create mode 100644 apps/dashr-oil-and-gas-ternary/constants.R create mode 100755 apps/dashr-oil-and-gas-ternary/data/Commingled-Table 1.csv create mode 100755 apps/dashr-oil-and-gas-ternary/data/Completions-Table 1.csv create mode 100755 apps/dashr-oil-and-gas-ternary/data/EKY_shale_production.xlsx create mode 100755 apps/dashr-oil-and-gas-ternary/data/Export Summary-Table 1.csv create mode 100755 apps/dashr-oil-and-gas-ternary/data/FmCodes-Table_1.csv create mode 100755 apps/dashr-oil-and-gas-ternary/data/ReadMe-Table 1.csv create mode 100755 apps/dashr-oil-and-gas-ternary/data/Well_ID-Table_1.csv create mode 100755 apps/dashr-oil-and-gas-ternary/data/YearlyProduction_table_1.csv create mode 100644 apps/dashr-oil-and-gas-ternary/data/test_compositionR.csv create mode 100644 apps/dashr-oil-and-gas-ternary/dataprep.R create mode 100644 apps/dashr-oil-and-gas-ternary/init.R diff --git a/apps/dashr-oil-and-gas-ternary/.buildpacks b/apps/dashr-oil-and-gas-ternary/.buildpacks new file mode 100644 index 000000000..4ff204a8c --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/.buildpacks @@ -0,0 +1 @@ +https://github.com/virtualstaticvoid/heroku-buildpack-r#heroku-16 diff --git a/apps/dashr-oil-and-gas-ternary/Aptfile b/apps/dashr-oil-and-gas-ternary/Aptfile new file mode 100644 index 000000000..187885d0b --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/Aptfile @@ -0,0 +1,3 @@ +libcurl4-openssl-dev +libxml2-dev +libv8-3.14-dev diff --git a/apps/dashr-oil-and-gas-ternary/Procfile b/apps/dashr-oil-and-gas-ternary/Procfile new file mode 100755 index 000000000..9a1e57de8 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/Procfile @@ -0,0 +1 @@ +web: R -f /app/apps/"$DASH_APP_NAME"/app.R diff --git a/apps/dashr-oil-and-gas-ternary/README.md b/apps/dashr-oil-and-gas-ternary/README.md new file mode 100644 index 000000000..51c97b953 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/README.md @@ -0,0 +1,90 @@ +# t-SNE Explorer + +This is a new updated demo of the Dash interactive Python framework developed by [Plotly](https://plot.ly/). + +Dash abstracts away all of the technologies and protocols required to build an interactive web-based application and is a simple and effective way to bind a user interface around your Python code. To learn more check out our [documentation](https://plot.ly/dash). + +## Getting Started + +### Using the demo + +To get started, choose a dataset you want to visualize. When the scatter plot appears on the graph, you can see the original image by clicking on a data point. + +Alternatively, you can explore the GloVe Word Vectors datasets, which are encoded vectors of large collection of texts from Wikipedia, Twitter, and acquired through Web Crawlers. Upon clicking a data point, you will be able to see the 5 closest neighbors of the word you clicked. + +### Running the app locally + +First create a virtual environment with conda or venv inside a temp folder, then activate it. + +``` +virtualenv dash-tsne-venv + +# Windows +dash-tsne-venv\Scripts\activate +# Or Linux +source dash-tsne-venv/bin/activate +``` + +Clone the git repo, then install the requirements with pip + +``` +git clone https://github.com/plotly/dash-sample-apps +cd dash-sample-apps/apps/dash-tsne +pip install -r requirements.txt +``` + +Run the app + +``` +python app.py +``` + +### How to use the local version + +To train your own t-SNE algorithm, input a high-dimensional dataset with only numerical values, and the corresponding labels inside the upload fields. For convenience, small sample datasets are included inside the data directory. [You can also download them here](https://www.dropbox.com/sh/l79mcmlqil7w7so/AACfQhp7lUS90sZUedsqAzWOa?dl=0&lst=). The training can take a lot of time depending on the size of the dataset (the complete MNIST dataset could take 15-30 min), and it is not advised to refresh the webpage when you are doing so. + +### Generating data + +`generate_data.py` is included to download, flatten and normalize datasets, so that they can be directly used in this app. It uses keras.datasets, which means that you need install keras. To use the script, simply go to the path containing it and run in terminal: + +`python generate_data.py [dataset_name] [sample_size]` + +which will create the csv file with the corresponding parameters. At the moment, we have the following datasets: + +- MNIST +- CIFAR10 +- Fashion_MNIST + +## About the app + +### What is t-SNE? + +t-distributed stochastic neighbor embedding, created by van der Maaten and Hinton in 2008, is a visualization algorithm that reduce a high-dimensional space (e.g. an image or a word embedding) into two or three dimensions, facilitating visualization of the data distribution. + +A classical example is MNIST, a dataset of 60,000 handwritten digits, 28x28 grayscale. Upon reducing the set of images using t-SNE, you can see all the digit clustered together, with few outliers caused by poor calligraphy. [You can read a detailed explanation of the algorithm on van der Maaten's personal blog.](https://lvdmaaten.github.io/tsne/) + +## Built With + +- [Dash](https://dash.plot.ly/) - Main server and interactive components +- [Plotly Python](https://plot.ly/python/) - Used to create the interactive plots +- [Scikit-Learn](http://scikit-learn.org/stable/documentation.html) - Run the t-SNE algorithm + +## Authors + +- **Celine Huang** [@celinehuang](https://github.com/celinehuang) +- **Xing Han Lu** - _Initial Work_ - [@xhlulu](https://github.com/xhlulu) + +See also the list of [contributors](https://github.com/plotly/dash-svm/contributors) who participated in this project. + +## Screenshots + +The following are screenshots for the demo app: + +![screenshot](screenshots/demo_screenshot_mnist.png) + +![screenshot2](screenshots/demo_screenshot_wiki.png) + +The following are screenshots for the full (local) app: +![screenshot3](screenshots/default_view.png) + +![screenshot4](screenshots/fashion_mnist_example.png) diff --git a/apps/dashr-oil-and-gas-ternary/app.R b/apps/dashr-oil-and-gas-ternary/app.R new file mode 100644 index 000000000..7f5101a7c --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/app.R @@ -0,0 +1,742 @@ +library(dashHtmlComponents) +library(dashCoreComponents) +library(dashR) + +setwd('/Users/kevinphan/Desktop/dashr-oil-and-gas-ternary') + +source('contants.R') +source('dataprep.R') + +app = Dash$new() + +mapbox_access_token = 'pk.eyJ1IjoieWNhb2tyaXMiLCJhIjoiY2p1MDR5c3JmMzJsbjQ1cGlhNHA3MHFkaCJ9.xb3lXp5JskCYFewsv5uU1w' + +df = read.csv("test_compositionR.csv") +df_prod = read.csv("YearlyProduction_table_1.csv") + +colormap = list() +j = 1 +for (i in unique(df$fm_name)) { + colormap[[i]] = colors[[j]] + j = j + 1 +} + +build_banner = function(){ + return(htmlDiv( + id='banner', + className='banner', + children=list( + htmlH6("Oil and gas ternary map"), + htmlImg( + src="https://s3-us-west-1.amazonaws.com/plotly-tutorials/logo/new-branding/dash-logo-by-plotly-stripe.png" + ) + ) + ))} + +build_graph_title = function(title){ + return(htmlP( + className='graph-title', + children=title))} + +generate_production_plot = function(processed_data){ + layout = list( + xaxis=list( + title='Year' + ), + yaxis=list( + title='GAS Production(mcf)' + ) + ) + data = list() + + for (well_id in list(processed_data['well_id'],processed_data[formation])) { + well_prod = df_prod[df_prod['RecordNumber'] == well_id] + new_trace = list( + x=well_prod['Year'], + y=well_prod['VolumeMCF'], + name=str(well_id), + mode='lines+markers', + hoverinfo='x+y+name', + marker=list(symbol="hexagram-open", color=colormap[formation]), + line=list( + shape='spline' + ), + showlegend=TRUE + ) + } + data = append(data,new_trace) + return(list('data' = data, 'layout' = layout)) + + + } + +generate_well_map = function(dff,sleected_data,style){ + Layout= layout(annotations=list( + list( + x=1.1, + y=0.85, + align="right", + valign="top", + text='Formations', + showarrow=False, + xref="paper", + yref="paper", + font=list( + family='sans-serif', + size=13, + color='#000' + ) + ) + ), + legend=list( + x=1, + y=0.8, + traceorder='normal', + font=list( + family='sans-serif', + size=12, + color='#000' + ), + bordercolor='#FFFFFF', + borderwidth=2), + + margin=list('l'= 5, 'r' = 5, 't' = 20, 'b' = 5, 'pad' = 0), + height=550, + clickmode='event+select', + showlegend=TRUE, + autosize=TRUE, + hovermode='closest', + mapbox=list( + accesstoken=mapbox_access_token, + bearing=0, + center=list( + lat=37.497562, + lon=-82.755728 + ), + pitch=0, + zoom=8, + style=style + )) + + formations = list(unique(dff['fm_name'])) + + data = list() + + for (formation in formations) { + selected_index = NULL + if(formation %in% selected_data){ + selected_index = selected_dta[formation] + } + } + new_trace = plot_mapbox( + lat = dff[dff['fm_name'] == formation,'nlat83'], + lon = dff[dff['fm_name'] == formation,'wlon83'], + mode = 'markers', + marker = list('color' = colormap[formation], 'size' = 9), + #text = list(map(lambda item= 'Well ID=' + str(int(item)), dff[dff['fm_name'] == formation]['RecordNumber'])), + name = formation, + selectedpoints = selected_index, + customdata = dff[dff['fm_name'] == formation,'RecordNumber'] + ) %>% Layout + data = append(data,new_trace) + + return(list('data' = data)) + +} + + +generate_ternary_map = function(dff, selected_data, contour_visible, marker_visible){ + k = 1 + contour_traces = list() + for (key in labels(ternary_contour)) { + for (k in ternary_contour[[key]]){ + trace = list( + name=key, + type='scatterternary', + a= list(k['Quartz']), + b = list(k['Carbonate']), + c = list(k['Clay']), + mode='lines', + line=list(color='#444', width=0.5), + fill='toself', + fillcolor=ternary_color[[k]], + opacity=0.8, + hoverinfo='none', + showlegend=FALSE, + visible=contour_visible + )} + k = k+1 + contour_traces = append(contour_traces,trace) + } + + contour_text = generate_contour_text_layer(contour_visible) + + layout = list( + 'height' = 600, + 'margin' = dict(l=50, r=10, b=40, t=40, pad=5), + 'ternary' = + list('sum' = 100, + 'aaxis' = list('title'= list('text'= 'Quartz', + 'font' = list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), + 'min'= -2, + 'linewidth'= 1.5, + 'ticks'= 'outside'), + 'baxis'= list('title'= list('text'= 'Carbonate', + 'font'= list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), + 'min'= -2, + 'linewidth'= 1.5, + 'ticks'= 'outside'), + 'caxis'= list('title'= list('text'= 'Clay', + 'font'= list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), + 'min'= -2, + 'linewidth'= 1.5, + 'ticks'= 'outside')), + 'legend'= + list( + x=1, + y=0.8, + traceorder='normal', + font=list( + family='sans-serif', + size=12, + color='#000' + ), + bordercolor='#FFFFFF', + borderwidth=2) + ) + #hovertemplate = " %{text}

Quartz: %{a:.0f}
Carbonate : %{b:.0f}
Clay: %{c:.0f} + formations = list(unique(dff['fm_name'])) + data_traces = list() + for (key in formations) { + if(selected_data){ + select_indices = selected_data[key] + } else{ + select_indices = NULL + } + new_data_trace = list( + #text=list(map(lambda item: 'Well ID:' + str(int(item)), dff[dff['fm_name'] == key]['RecordNumber'])), + name=key, + customdata=dff[dff['fm_name'] == key,'RecordNumber'], + type='scatterternary', + a=dff[dff['fm_name'] == key,'Quartz'], + b=dff[dff['fm_name'] == key,'Carbonate'], + c=dff[dff['fm_name'] == key,'Clay'], + mode='markers', + hovertemplate=hovertemplate, + showlegend=TRUE, + marker=list('color' = colormap[key], 'size' = 8, 'line' = list('color' = '#000000', 'width': 0.2)), + selectedpoints=select_indices, + visible=marker_visible + ) + data_traces = append(data_traces,new_data_trace) + } + return(list('data' = contour_traces + contour_text + data_traces, 'layout' = layout)) +} + +generate_contour_text_layer = function(contur_visible){ + layer = list() + for (key in labels(ternary_contour)) { + for (k in ternary_contour[[key]]) { + a = mean(unlist(k['Quartz'])) + b = mean(unlist(k['Carbonate'])) + c= mean(unlist(k['Clay'])) + } + key_br = gsub(key,' ', '
') + new_trace = generate_contour_text(a, b, c, key, key_br, contour_visible) + layer = append(layer,new_trace) + } + return(layer) +} + +generate_contour_text = function(a, b, c, name, text, visible){ + return(list( + type='scatterternary', + a=list(a), + b=list(b), + c=list(c), + name=name, + text=text, + mode='text', + hoverinfo='none', + textposition='middle center', + textfont=list('size' = 11, 'color' = '#000000', 'family' = 'sans-serif'), + showlegend=FALSE, + legendgroup='Rock type', + visible=visible + )) +} + +generate_formation_bar = function(dff, selected_Data){ + + layout = layout( showlegend=FALSE, + hovermode="closest", + xaxis=list(tickangle=-45, title="Formations"), + yaxis=list(title="Well Counts"), + clickmode="event+select") + + formations = list(unique(dff['fm_name'])) + + if(length(selected_Data > 0)){ + data = list() + for (i in formations) { + selected_points = list() + selected_indices = selected_data[i] + if(length(select_indices) > 0){ + selected_points = list(0) + } + new_trace = plot_ly( + type = 'Bar', + x = list(i), + y = length(dff[dff['fm_name'] == i,]), + name = i, + hoverinfo = 'x+y', + marker = list('color' = colormap[i]), + selectedpoints = selected_points + ) + data = append(data,new_trace) + } + } + else{ + data = list() + for (i in formations) { + new_trace = plot_ly( + type = 'Bar', + x = list(i), + y = length(dff[dff['fm_name'] == i,]), + name = i, + marker = list('color' = colormap[i]), + selectedpoints = NULL + ) + data = append(data,new_trace) + } + } + return(list('data' = data, 'layout' = layout)) +} + + +get_selection = function(data,formation,selection_data,starting_index){ + ind = list() + current_curve = list(unique(data['fm_name', formation])) + for (point in selection_data['points']) { + if(point['curveNumber'] - starting_index == current_curve){ + ind = append(ind,pouint['pointNumber']) + } + } + return(ind) +} + + +get_selection_by_bar = function(bar_selected_data){ + dict = list() + if(length(bar_selected_data) > 0){ + for (point in bar_selected_data['points']) { + if(length(point['x']) > 0){ + dict[(point["x"])] = list(seq(0, point["y"])) + } + } + } + return(dict) +} + +app$layout(htmlDiv( + children=list( + htmlDiv( + id="top-row", + children=list( + htmlDiv( + className="row", + id="top-row-header", + children=list( + htmlDiv( + className="six columns", + id="header-container", + children=list( + build_banner(), + htmlP( + id="instructions", + children="Select data points from the well map, ternary map or bar graph to visualize cross-filtering to + other plots. Selection could be done by clicking on individual data points or using the lasso tool + to capture multiple data points or bars. With the box tool from modebar, multiple regions can be selected by holding SHIFT + button while click-and-drag." + ), + build_graph_title("Select Operator"), + dccDropdown( + id="operator-select", + # options=list( + # list("label"= i, "value"= i) + # for i in df["op"].unique().tolist() + #), + multi=TRUE, + value=list( + list(unique(df))["op"][0], + list(unique(df["op"]))[1] + ) + ) + ) + ) + ) + ), + htmlDiv( + className="row", + id="top-row-graphs", + children=list( + # Well map + htmlDiv( + id="well-map-container", + className="six columns", + children=list( + build_graph_title("Well Map"), + dccRadioItems( + id="mapbox-view-selector", + options=list( + list("label"= "basic", "value"= "basic"), + list("label"= "satellite", "value"= "satellite"), + list("label"= "outdoors", "value"= "outdoors"), + list( + "label"= "satellite-street", + "value"= "mapbox=//styles/mapbox/satellite-streets-v9" + ) + ), + value="basic" + ), + dccGraph( + id="well-map", + config=list("scrollZoom"= TRUE, "displayModeBar"= TRUE) + ) + ) + ), + # Ternary map + htmlDiv( + id="ternary-map-container", + className="six columns", + children=list( + htmlDiv( + id="ternary-header", + children=list( + build_graph_title( + "Shale Mineralogy Composition" + ), + dccChecklist( + id="ternary-layer-select", + options=list( + list( + "label"= "Well Data", + "value"= "Well Data" + ), + list( + "label"= "Rock Type", + "value"= "Rock Type" + ) + ), + values=list("Well Data", "Rock Type") + ) + ) + ), + dccGraph( + id="ternary-map", + config=list("scrollZoom"= TRUE, "displayModeBar"= TRUE) + ) + ) + ) + ) + ) + ) + ), + htmlDiv( + className="row", + id="bottom-row", + children=list( + # Formation bar plots + htmlDiv( + id="form-bar-container", + className="six columns", + children=list( + build_graph_title("Well count by formations"), + dccGraph(id="form-by-bar") + ) + ), + htmlDiv( + # Selected well productions + id="well-production-container", + className="six columns", + children=list( + build_graph_title("Individual well annual production"), + dccGraph(id="production-fig") + ) + ) + ) + ) + ) +)) + +app$callback(output = list(id = "form-by-bar", property = "figure"), + params = list( + input("well-map", "selectedData"), + input("ternary-map", "selectedData"), + input("operator-select", "value")), + function(map_selected_data, tern_selected_data, op_select){ + dff = df[df['op'] %in% op_select,] + + formation = list(unique(dff['fm_name'])) + ctx = app$callback_context() + prop_id = "" + prop_type = "" + if (isTRUE(ctx$triggered)){ + splitted = strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) + prop_id = splitted[0] + prop_type = splitted[1] + } + processed_data = list() + if(prop_id == 'well-map' & prop_type == 'selectedData'){ + for (formation in formations) { + if(length(map_selected_data) == 0){ + processed_data[formation] = list(0) + } else{ + processed_data[formation] = get_selection(dff, formation, map_selected_data, 0) + } + } + } + else if (prop_id == 'ternary-map' & prop_type == 'selectedData'){ + for (formation in formations) { + if (length(tern_selected_data) == 0){ + processed_data[formation] = list(0) + } + else{ + processed_data['formatiom'] = get_selection(dff, formation, tern_selected_data, 32) + } + } + } + else{ + for (formation in formations) { + processed_data[formation] = list(0) + } + } + return(generate_formation_bar(dff, processed_data)) + }) + + +app$callback(output = list(id = "ternary-map", property = "figure"), + params = list( + input("well-map", "selectedData"), + input("ternary-map", "selectedData"), + input("form-by-bar", "clickData"), + input("operator-select", "value"), + input("ternary-layer-select", "values"), + state("ternary-map", "figure")), + function(map_selected_data,bar_selected_data,bar_click_data,op_select,layer_select, curr_fig){ + marker_visible = countour_visible + marker_visible = TRUE + dff = df[df['op'] %in% op_select,] + formaions = list(unique(dff['fm_name'])) + + ctx = app$callback() + if(isTRUE(ctx$triggered)){ + splitted = strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) + prop_id = splitted[0] + prop_type = splitted[1] + } + processed_data = list() + + if(prop_id != 'ternary-layer-select'){ + if(prop_id == "well-map" & prop_type == "selectedData"){ + for (formation in formations) { + if(length(map_selected_data) == 0){ + processed_data[formation] = NULL + } else{ + processed_data[formation] = get_selection(dff, formation, map_selected_data, 0) + } + } + } + else if(prop_id == "form-by-bar" & prop_type == "selectedData"){ + processed_data = get_selection_by_bar(bar_selected_data) + for (formation in formations) { + if(length(bar_selected_data) == 0){ + processed_data[formation] = NULL + } else if(!(formation %in% processed_data)){ + processed_data[formation] = list() + } + } + + } else if(rop_id == "form-by-bar" & prop_type == "clickData"){ + processed_data = get_selection_by_bar(bar_click_data) + for (formation in formations) { + if(length(bar_click_data) == 0){ + processed_data[formation] = NULL + } else if(!(formtion %in% processed_data)){ + processed_data[formation] = list() + } + } + } else{ + for (formation in formations) { + processed_data[formation] = NULL + } + } + return(generate_ternary_map( + dff, processed_data, contour_visible, marker_visible))} + + if (prop_id == "ternary-layer-select"){ + if(length(curr_fig) == 0){ + if(!("Well Data" %in% layer_select)){ + marker_visible = "legendonly" + } + if (!("Rock Type" %in% layer_select)){ + contour_visible = "legendonly" + } + for (contour_dict in curr_fig["data"][1:32,]) { + contour_dict["visible"] = contour_visible + } + for (marker_dict in curr_fig["data"][1:32,]) { + contour_dict["visible"] = marker_visible + } + return(curr_fig) + }else{ + return(curr_fig) + } + } + }) + +app$callback(output = list(id = "well-map", property = "figure"), + params = list(input("ternary-map", "selectedData"), + input("form-by-bar", "selectedData"), + input("form-by-bar", "clickData"), + input("operator-select", "value"), + input("mapbox-view-selector", "value")), + function(tern_selected_data, bar_selected_data, bar_click_data, op_select, mapbox_view){ + dff = df[df['op'] %in% op_select,] + formaions = list(unique(dff['fm_name'])) + ctx = app$callback_context() + prop_id = "" + prop_type = "" + + if(isTRUE(ctx$triggered)){ + splitted = strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) + prop_id = splitted[0] + prop_type = splitted[1] + } + + processed_data = list() + if (prop_id == 'ternary-map'){ + for (formation in formations) { + if(length(tern_selected_data) == 0){ + processed_data[formation] = NULL + }else{ + processed_data[formation] = get_selection(dff, formation, tern_selected_data, 32) + } + } + } else if(prop_id == 'form-by-bar'){ + bar_data = "" + if(prop_type == 'selectedData'){ + bar_data = bar_selected_data + } else if(prop_type == "clickData"){ + bar_data = bar_click_data + } + processed_data = get_selection_by_bar(bar_data) + for (formation in formations) { + if(length(bar_data) == 0){ + processed_data[formation] = NULL + } else if(!(formation %in% processed_data)){ + processed_data[formation] = list() + } + } + } else{ + for (formation in formations) { + processed_data[formation] = NULL + }} + + return(generate_well_map(dff, processed_data, mapbox_view)) +}) + +app$callback(output = list(id = "production-fig", property = "figure"), + params = list(input("well-map", "selectedData"), + input("ternary-map", "selectedData"), + input("form-by-bar", "selectedData"), + input("operator-select", "value")), + function(map_select, tern_select, bar_select, op_select){ + dff = df[df$op == op_select,] + ctx = app$callback_context() + prop_id = "" + prop_type = "" + + if(isTRUE(ctx$triggered)){ + splitted = strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) + prop_id = splitted[0] + prop_type = splitted[1] + } + processed_data_init = list() + processed_data_init["well_id"] = list(dff["RecordNumber"]) + processed_data_init["formation"] = list(dff["fm_name"]) + + if(prop_id == "well-map" & prop_type == "selectedData"){ + if(length(map_select) > 0){ + processed_data = list('well_id' = list(), 'formation' = list()) + for (point in map_select['points']) { + processed_data['well_id'] = append(processed_data['well_id'], point[['customdata']]) + processed_data['formation'] = append(processed_data['formation'], + dff[dff['RecordNumber'] == point['customdata'], list('fm_name')][1]) + } + } else{ + processed_data = processed_data_init + } + } else if(prop_id == "ternary-map" & prop_type == "selectedData"){ + if(length(tern_select) > 0){ + processed_data = list('well_id' = list(), 'formation' = list()) + for (point in tern_select['points']) { + if('customdata' %in% point){ + processed_data["well_id"] = append(processed_data["well_id"], point["customdata"]) + processed_data['formation'] = append(processed_data['formation'], + dff[dff['RecordNumber'] == point['customdata'], list('fm_name')][1]) + } + } + } else{ + processed_data = processed_data_init + } + } else if(prop_id == "form-by-bar" & prop_type == "selectedData"){ + if(length(bar_select) > 0){ + processed_data = list('well_id' = list(), 'formation' = list()) + for (point in bar_select['points']) { + selected_form = point['x'] + selected_well = list(dff[dff["fm_name"] == point["x"],"RecordNumber"]) + for (well in selected_well) { + processed_data["well_id"] = append(processed_data["well_id"],integer(well)) + processed_data["formation"] = append(processed_data["formation"],integer(selected_form)) + } + } + } else{ + processed_data = processed_data_init + } + } else{ + processed_data = processed_data_init + } + return(generate_production_plot(processed_data)) + }) + +app$run_server() + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/apps/dashr-oil-and-gas-ternary/assets/base.css b/apps/dashr-oil-and-gas-ternary/assets/base.css new file mode 100644 index 000000000..d040fd105 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/assets/base.css @@ -0,0 +1,416 @@ +/* Table of contents +–––––––––––––––––––––––––––––––––––––––––––––––––– +- Plotly.js +- Grid +- Base Styles +- Typography +- Links +- Buttons +- Forms +- Lists +- Code +- Tables +- Spacing +- Utilities +- Clearing +- Media Queries +*/ + +/* PLotly.js +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* plotly.js's modebar's z-index is 1001 by default + * https://github.com/plotly/plotly.js/blob/7e4d8ab164258f6bd48be56589dacd9bdd7fded2/src/css/_modebar.scss#L5 + * In case a dropdown is above the graph, the dropdown's options + * will be rendered below the modebar + * Increase the select option's z-index + */ + +/* This was actually not quite right - + dropdowns were overlapping each other (edited October 26) + +.Select { + z-index: 1002; +}*/ + +/* Grid +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.container { + position: relative; + width: 100%; + max-width: 960px; + margin: 0 auto; + padding: 0 20px; + box-sizing: border-box; } +.column, +.columns { + width: 100%; + float: left; + box-sizing: border-box; } + +/* For devices larger than 400px */ +@media (min-width: 400px) { + .container { + width: 85%; + padding: 0; } +} + +/* For devices larger than 550px */ +@media (min-width: 550px) { + .container { + width: 80%; } + .column, + .columns { + margin-left: 2%; } + .column:first-child, + .columns:first-child { + margin-left: 1%; } + + .one.column, + .one.columns { width: 4.66666666667%; } + .two.columns { width: 13.3333333333%; } + .three.columns { width: 22%; } + .four.columns { width: 30.6666666667%; } + .five.columns { width: 39.3333333333%; } + .six.columns { width: 48%; } + .seven.columns { width: 56.6666666667%; } + .eight.columns { width: 65.3333333333%; } + .nine.columns { width: 74.0%; } + .ten.columns { width: 82.6666666667%; } + .eleven.columns { width: 91.3333333333%; } + .twelve.columns { width: 100%; margin-left: 0; } + + .one-third.column { width: 30.6666666667%; } + .two-thirds.column { width: 65.3333333333%; } + + .one-half.column { width: 48%; } + + /* Offsets */ + .offset-by-one.column, + .offset-by-one.columns { margin-left: 8.66666666667%; } + .offset-by-two.column, + .offset-by-two.columns { margin-left: 17.3333333333%; } + .offset-by-three.column, + .offset-by-three.columns { margin-left: 26%; } + .offset-by-four.column, + .offset-by-four.columns { margin-left: 34.6666666667%; } + .offset-by-five.column, + .offset-by-five.columns { margin-left: 43.3333333333%; } + .offset-by-six.column, + .offset-by-six.columns { margin-left: 52%; } + .offset-by-seven.column, + .offset-by-seven.columns { margin-left: 60.6666666667%; } + .offset-by-eight.column, + .offset-by-eight.columns { margin-left: 69.3333333333%; } + .offset-by-nine.column, + .offset-by-nine.columns { margin-left: 78.0%; } + .offset-by-ten.column, + .offset-by-ten.columns { margin-left: 86.6666666667%; } + .offset-by-eleven.column, + .offset-by-eleven.columns { margin-left: 95.3333333333%; } + + .offset-by-one-third.column, + .offset-by-one-third.columns { margin-left: 34.6666666667%; } + .offset-by-two-thirds.column, + .offset-by-two-thirds.columns { margin-left: 69.3333333333%; } + + .offset-by-one-half.column, + .offset-by-one-half.columns { margin-left: 52%; } + +} + + +/* Base Styles +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* NOTE +html is set to 62.5% so that all the REM measurements throughout Skeleton +are based on 10px sizing. So basically 1.5rem = 15px :) */ +html { + font-size: 62.5%; } +body { + font-size: 1.5em; /* currently ems cause chrome bug misinterpreting rems on body element */ + line-height: 1.6; + font-weight: 400; + font-family: "Open Sans", "HelveticaNeue", "Helvetica Neue", Helvetica, Arial, sans-serif; + color: rgb(50, 50, 50); + margin: 0; +} + + +/* Typography +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +h1, h2, h3, h4, h5, h6 { + margin-top: 0; + margin-bottom: 0; + font-weight: 300; } +h1 { font-size: 4.5rem; line-height: 1.2; letter-spacing: -.1rem; margin-bottom: 2rem; } +h2 { font-size: 3.6rem; line-height: 1.25; letter-spacing: -.1rem; margin-bottom: 1.8rem; margin-top: 1.8rem;} +h3 { font-size: 3.0rem; line-height: 1.3; letter-spacing: -.1rem; margin-bottom: 1.5rem; margin-top: 1.5rem;} +h4 { font-size: 2.6rem; line-height: 1.35; letter-spacing: -.08rem; margin-bottom: 1.2rem; margin-top: 1.2rem;} +h5 { font-size: 2.2rem; line-height: 1.5; letter-spacing: -.05rem; margin-bottom: 0.6rem; margin-top: 0.6rem;} +h6 { font-size: 2.0rem; line-height: 1.6; letter-spacing: 0; margin-bottom: 0.75rem; margin-top: 0.75rem;} + +p { + margin-top: 0; } + + +/* Blockquotes +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +blockquote { + border-left: 4px lightgrey solid; + padding-left: 1rem; + margin-top: 2rem; + margin-bottom: 2rem; + margin-left: 0rem; +} + + +/* Links +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +a { + color: #1EAEDB; + text-decoration: underline; + cursor: pointer;} +a:hover { + color: #0FA0CE; } + + +/* Buttons +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.button, +button, +input[type="submit"], +input[type="reset"], +input[type="button"] { + display: inline-block; + height: 38px; + padding: 0 30px; + color: #555; + text-align: center; + font-size: 11px; + font-weight: 600; + line-height: 38px; + letter-spacing: .1rem; + text-transform: uppercase; + text-decoration: none; + white-space: nowrap; + background-color: transparent; + border-radius: 4px; + border: 1px solid #bbb; + cursor: pointer; + box-sizing: border-box; } +.button:hover, +button:hover, +input[type="submit"]:hover, +input[type="reset"]:hover, +input[type="button"]:hover, +.button:focus, +button:focus, +input[type="submit"]:focus, +input[type="reset"]:focus, +input[type="button"]:focus { + color: #333; + border-color: #888; + outline: 0; } +.button.button-primary, +button.button-primary, +input[type="submit"].button-primary, +input[type="reset"].button-primary, +input[type="button"].button-primary { + color: #FFF; + background-color: #33C3F0; + border-color: #33C3F0; } +.button.button-primary:hover, +button.button-primary:hover, +input[type="submit"].button-primary:hover, +input[type="reset"].button-primary:hover, +input[type="button"].button-primary:hover, +.button.button-primary:focus, +button.button-primary:focus, +input[type="submit"].button-primary:focus, +input[type="reset"].button-primary:focus, +input[type="button"].button-primary:focus { + color: #FFF; + background-color: #1EAEDB; + border-color: #1EAEDB; } + + +/* Forms +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea, +select { + height: 38px; + padding: 6px 10px; /* The 6px vertically centers text on FF, ignored by Webkit */ + background-color: #fff; + border: 1px solid #D1D1D1; + border-radius: 4px; + box-shadow: none; + box-sizing: border-box; + font-family: inherit; + font-size: inherit; /*https://stackoverflow.com/questions/6080413/why-doesnt-input-inherit-the-font-from-body*/} +/* Removes awkward default styles on some inputs for iOS */ +input[type="email"], +input[type="number"], +input[type="search"], +input[type="text"], +input[type="tel"], +input[type="url"], +input[type="password"], +textarea { + -webkit-appearance: none; + -moz-appearance: none; + appearance: none; } +textarea { + min-height: 65px; + padding-top: 6px; + padding-bottom: 6px; } +input[type="email"]:focus, +input[type="number"]:focus, +input[type="search"]:focus, +input[type="text"]:focus, +input[type="tel"]:focus, +input[type="url"]:focus, +input[type="password"]:focus, +textarea:focus, +/*select:focus {*/ +/* border: 1px solid #33C3F0;*/ +/* outline: 0; }*/ +label, +legend { + display: block; + margin-bottom: 0px; } +fieldset { + padding: 0; + border-width: 0; } +input[type="checkbox"], +input[type="radio"] { + display: inline; } +label > .label-body { + display: inline-block; + margin-left: .5rem; + font-weight: normal; } + + +/* Lists +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +ul { + list-style: circle inside; } +ol { + list-style: decimal inside; } +ol, ul { + padding-left: 0; + margin-top: 0; } +ul ul, +ul ol, +ol ol, +ol ul { + margin: 1.5rem 0 1.5rem 3rem; + font-size: 90%; } +li { + margin-bottom: 1rem; } + + +/* Tables +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +table { + border-collapse: collapse; +} +th, +td { + padding: 12px 15px; + text-align: left; + border-bottom: 1px solid #E1E1E1; } +th:first-child, +td:first-child { + padding-left: 0; } +th:last-child, +td:last-child { + padding-right: 0; } + + +/* Spacing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +button, +.button { + margin-bottom: 0rem; } +input, +textarea, +select, +fieldset { + margin-bottom: 0rem; } +pre, +dl, +figure, +table, +form { + margin-bottom: 0rem; } +p, +ul, +ol { + margin-bottom: 0.75rem; } + +/* Utilities +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +.u-full-width { + width: 100%; + box-sizing: border-box; } +.u-max-full-width { + max-width: 100%; + box-sizing: border-box; } +.u-pull-right { + float: right; } +.u-pull-left { + float: left; } + + +/* Misc +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +hr { + margin-top: 3rem; + margin-bottom: 3.5rem; + border-width: 0; + border-top: 1px solid #E1E1E1; } + + +/* Clearing +–––––––––––––––––––––––––––––––––––––––––––––––––– */ + +/* Self Clearing Goodness */ +.container:after, +.row:after, +.u-cf { + content: ""; + display: table; + clear: both; } + + +/* Media Queries +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +/* +Note: The best way to structure the use of media queries is to create the queries +near the relevant code. For example, if you wanted to change the styles for buttons +on small devices, paste the mobile query code up in the buttons section and style it +there. +*/ + + +/* Larger than mobile */ +@media (min-width: 400px) {} + +/* Larger than phablet (also point when grid becomes active) */ +@media (min-width: 550px) {} + +/* Larger than tablet */ +@media (min-width: 750px) {} + +/* Larger than desktop */ +@media (min-width: 1000px) {} + +/* Larger than Desktop HD */ +@media (min-width: 1200px) {} diff --git a/apps/dashr-oil-and-gas-ternary/assets/oil-and-gas-ternary.css b/apps/dashr-oil-and-gas-ternary/assets/oil-and-gas-ternary.css new file mode 100644 index 000000000..b6e2e83f1 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/assets/oil-and-gas-ternary.css @@ -0,0 +1,168 @@ +@import url('https://fonts.googleapis.com/css?family=Open+Sans:300,400,600,800'); +@import url('https://fonts.googleapis.com/css?family=Open+Sans+Condensed:300,700'); + +.container.scalable { + width: 95%; + max-width: none; +} + +/* Remove Undo +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +._dash-undo-redo { + display: none; +} + +/* Top-row +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +#top-row { + background-color: #192444; + padding: 0 5rem; + display: flex; + flex-direction: row; + align-items: flex-end; +} + +/* Top-row-header +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +#top-row-header { + background-color: #1f2c56; + padding: 6rem 3rem 9rem 3rem; + max-width: 35rem; + min-height: 53rem; +} + +.banner h6 { + font-family: 'Open Sans', sans-serif; + font-size: 4rem; + font-weight: 800; + text-transform: uppercase; + line-height: 4rem; + width: 35rem; + color: white; +} + +.banner Img { + height: 5rem; + margin-bottom: 5rem; +} + +#well-map-container .graph-title, #ternary-map-container .graph-title, #header-container .graph-title { + font-family: 'Open Sans', sans-serif; + text-transform: uppercase; + font-weight: 800; + color: white; +} + + +#instructions { + font-style: italic; + font-family: 'Open Sans', sans-serif; + font-weight: 300; + color: white; + width: 30rem; + margin: 2rem 0 4rem 0; +} + +#operator-select { + width: 35rem; +} + +.Select-control, .Select-multi-value-wrapper, .Select-menu-outer div{ + background-color: #1f2c56 ; +} + +.Select-control, .Select, .Select-value-label, .Select-clear-zone { + color: white; +} + +.Select-menu-outer { + background-color: #1f2c56; + border: 1px solid gray !important; +} + +.Select-menu-outer div:hover { + background-color: rgba(255, 255, 255, 0.01); + cursor: pointer; +} + +.Select--single > .Select-control .Select-value, .Select-placeholder { + border: 1px solid white; + border-radius: 4px; + color: white; + background-color: #1f2c56; +} + +.Select--multi .Select-value-label, .Select--multi .Select-value { + color: #3c81e8; + background-color: #dfecff; +} + +.Select-arrow { + border-color: white transparent transparent; +} + +.Select-arrow-zone, .Select-clear-zone, .is-open > .Select-control { + background-color: #1f2c56 !important; +} + +/* Top-row-graphs +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +#top-row-graphs{ + padding: 5rem 0; +} + +#well-map-container{ + margin: 0 -2rem 0 4rem; +} + +#well-map { + height: 50rem; + width: 60rem; +} + +#ternary-map{ + height: 50rem; + width: 70rem; +} + +#mapbox-view-selector, #ternary-layer-select{ + margin-bottom: 1rem; +} + +#ternary-header{ + margin-left: 5rem; +} + +/* hides the svg dom element that has the click handler responsible for toggling */ +#well-map .legend .traces .legendtoggle { + display: none; +} + +#ternary-map .legend .traces .legendtoggle { + display: none; +} + +#mapbox-view-selector label, #ternary-layer-select label{ + color: white; + font-family: "Open Sans", sans-serif; + font-weight: 300; + display: inline-block; +} + + +/* Bottom row +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +#bottom-row{ + padding: 5rem; + background-color: #f2f5fa; +} + +#bottom-row .graph-title{ + font-family: "Open Sans", sans-serif; + font-weight: 800; + margin-bottom: 3rem; +} + +.graph-title{ + font-size: 2rem; +} diff --git a/apps/dashr-oil-and-gas-ternary/constants.R b/apps/dashr-oil-and-gas-ternary/constants.R new file mode 100644 index 000000000..e0661f8f7 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/constants.R @@ -0,0 +1,101 @@ +ternary_color = list('#FFDF7F', '#FFDF7F', '#FFDF7F', + '#FFF9DC', '#FFF9DC', '#FFF9DC', '#FFF9DC', '#FFF9DC', '#FFF9DC', + '#FFF2AD','#FFF2AD', '#FFF2AD', + '#FDFFE9', '#FDFFE9', '#FDFFE9', '#FDFFE9') + +# Colors for legend +colors = list('#001f3f', '#0074d9', '#3d9970', '#111111', '#01ff70', '#ffdc00', '#ff851B', '#ff4136', + '#85144b', '#f012be', '#b10dc9', '#AAAAAA', '#111111') + +# Ternary axis contour +ternary_contour = list( + 'Carbonate Dominated Lith'= list( + list('Quartz'= 0, 'Carbonate'= 100, 'Clay'= 0), + list('Quartz'= 20, 'Carbonate'= 80, 'Clay'= 0), + list('Quartz'= 0, 'Carbonate'= 80, 'Clay'= 20) + ), + 'Silica Dominated Lith'= list( + list('Quartz'= 100, 'Carbonate'= 0, 'Clay'= 0), + list('Quartz'= 80, 'Carbonate'= 20, 'Clay'= 0), + list('Quartz'= 80, 'Carbonate'= 0, 'Clay'= 20) + ), + 'Clay Dominated Lith'= list( + list('Quartz'= 0, 'Carbonate'= 20, 'Clay'= 80), + list('Quartz'= 0, 'Carbonate'= 0, 'Clay'= 100), + list('Quartz'= 20, 'Carbonate'= 0, 'Clay'= 80) + ), + 'Silica rich Carbonate Mudstone'= list( + list('Quartz'= 20, 'Carbonate'= 80, 'Clay'= 0), + list('Quartz'= 10, 'Carbonate'= 80, 'Clay'= 10), + list('Quartz'= 40, 'Carbonate'= 50, 'Clay'= 10), + list('Quartz'= 50, 'Carbonate'= 50, 'Clay'= 0) + ), + 'Silica rich Argillaceous Mudstone'= list( + list('Quartz'= 40, 'Carbonate'= 10, 'Clay'= 50), + list('Quartz'= 10, 'Carbonate'= 10, 'Clay'= 80), + list('Quartz'= 20, 'Carbonate'= 0, 'Clay'= 80), + list('Quartz'= 50, 'Carbonate'= 0, 'Clay'= 50) + ), + 'Carbonate-rich Argillaceous Mudstone'= list( + list('Quartz'= 0, 'Carbonate'= 50, 'Clay'= 50), + list('Quartz'= 0, 'Carbonate'= 20, 'Clay'= 80), + list('Quartz'= 10, 'Carbonate'= 10, 'Clay'= 80), + list('Quartz'= 10, 'Carbonate'= 40, 'Clay'= 50) + ), + 'Carbonate rich Silliceous Mudstone'= list( + list('Quartz'= 80, 'Carbonate'= 10, 'Clay'= 10), + list('Quartz'= 50, 'Carbonate'= 10, 'Clay'= 40), + list('Quartz'= 50, 'Carbonate'= 0, 'Clay'= 50), + list('Quartz'= 80, 'Carbonate'= 0, 'Clay'= 20) + ), + 'Clay rich Silliceous Mudstone'= list( + list('Quartz'= 80, 'Carbonate'= 20, 'Clay'= 0), + list('Quartz'= 80, 'Carbonate'= 10, 'Clay'= 10), + list('Quartz'= 50, 'Carbonate'= 40, 'Clay'= 10), + list('Quartz'= 50, 'Carbonate'= 50, 'Clay'= 0) + ), + 'Clay-rich Carbonate Mudstone'= list( + list('Quartz'= 10, 'Carbonate'= 80, 'Clay'= 10), + list('Quartz'= 0, 'Carbonate'= 80, 'Clay'= 20), + list('Quartz'= 0, 'Carbonate'= 50, 'Clay'= 50), + list('Quartz'= 10, 'Carbonate'= 50, 'Clay'= 40) + ), + 'Carbonate Silliceous Mudstone'= list( + list('Quartz'= 50, 'Carbonate'= 50, 'Clay'= 0), + list('Quartz'= 30, 'Carbonate'= 50, 'Clay'= 20), + list('Quartz'= 50, 'Carbonate'= 30, 'Clay'= 20) + ), + 'Argillaceous Carbonate Mudstone'= list( + list('Quartz'= 20, 'Carbonate'= 50, 'Clay'= 30), + list('Quartz'= 0, 'Carbonate'= 50, 'Clay'= 50), + list('Quartz'= 20, 'Carbonate'= 30, 'Clay'= 50) + ), + 'Argillaceous Sillicaous Mudstone'= list( + list('Quartz'= 50, 'Carbonate'= 20, 'Clay'= 30), + list('Quartz'= 30, 'Carbonate'= 20, 'Clay'= 50), + list('Quartz'= 50, 'Carbonate'= 0, 'Clay'= 50) + ), + 'Mixed Silliceous Mudstone'= list( + list('Quartz'= 80, 'Carbonate'= 10, 'Clay'= 10), + list('Quartz'= 50, 'Carbonate'= 40, 'Clay'= 10), + list('Quartz'= 50, 'Carbonate'= 10, 'Clay'= 40) + ), + 'Mixed Mudstone'= list( + list('Quartz'= 30, 'Carbonate'= 50, 'Clay'= 20), + list('Quartz'= 20, 'Carbonate'= 50, 'Clay'= 30), + list('Quartz'= 20, 'Carbonate'= 30, 'Clay'= 50), + list('Quartz'= 30, 'Carbonate'= 20, 'Clay'= 50), + list('Quartz'= 50, 'Carbonate'= 20, 'Clay'= 30), + list('Quartz'= 50, 'Carbonate'= 30, 'Clay'= 20) + ), + 'Mixed Argillaceous Mudstone'= list( + list('Quartz'= 40, 'Carbonate'= 10, 'Clay'= 50), + list('Quartz'= 10, 'Carbonate'= 40, 'Clay'= 50), + list('Quartz'= 10, 'Carbonate'= 10, 'Clay'= 80) + ), + 'Mixed Carbonate Mudstone'= list( + list('Quartz'= 40, 'Carbonate'= 50, 'Clay'= 10), + list('Quartz'= 10, 'Carbonate'= 80, 'Clay'= 10), + list('Quartz'= 10, 'Carbonate'= 50, 'Clay'= 40) + ) +) \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/data/Commingled-Table 1.csv b/apps/dashr-oil-and-gas-ternary/data/Commingled-Table 1.csv new file mode 100755 index 000000000..46884cc33 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/data/Commingled-Table 1.csv @@ -0,0 +1,94 @@ +RecordNumber,GasMCFGPD,OilBOPD,remarks, +11265,103,0,COMMINGLED 103MCF , +11318,63,0,COMMINGLED 63MCF , +11320,260,0,COMMINGLED 260MCF , +11328,112,0,COMMINGLED 112MCF , +11631,327,0,COMMINGLED 327MCF , +12402,172,0,COMMINGLED 172MCF , +16189,1225,0,COMMINGLED 1225MCF , +16193,220,0,COMMINGLED 220MCF , +16196,440,0,COMMINGLED 440MCF , +16200,381,0,COMMINGLED 381MCF , +16209,538,0,COMMINGLED 538MCF , +16210,260,0,COMMINGLED 260MCF , +16215,823,0,COMMINGLED 823MCF , +16216,381,0,COMMINGLED 381MCF , +16217,1492,0,COMMINGLED 1492MCF , +16218,381,0,COMMINGLED , +16224,1841,0,COMMINGLED 1841MCF , +16225,1787,0,COMMINGLED 1787MCF , +16274,442,0,COMMINGLED 442MCF , +23294,103,0,COMMINGLED 103MCF , +31499,189,0,COMMINGLED 189MCF , +37673,70,0,COMMINGLED 70MCF , +39522,696,0,COMMINGLED 696MCF , +39632,189,0,COMMINGLED 189MCF , +39777,60,0,COMMINGLED 60MCF , +40047,84,0,COMMINGLED 84MCF , +40085,169,0,COMMINGLED 169MCF , +40287,151,0,COMMINGLED 151MCF , +40625,119,0,COMMINGLED 119MCF , +40628,926,0,COMMINGLED 926MCF , +40646,179,0,COMMINGLED 179MCF , +40680,119,0,COMMINGLED 119MCF , +40712,73,0,COMMINGLED 73MCF , +41217,60,0,COMMINGLED 60MCF , +45437,328,0,COMMINGLED 328MCF , +47015,103,0,COMMINGLED 103MCF , +47022,60,0,COMMINGLED 60MCF , +47211,75,0,COMMINGLED 75MCF , +47235,119,0,COMMINGLED 119MCF , +50553,513,0,COMMINGLED 513MCF , +50969,189,0,COMMINGLED 189MCF , +52246,327,0,COMMINGLED 327MCF , +55342,304,0,COMMINGLED 304MCF , +61063,586,0,COMMINGLED 586MCF , +61917,199,0,COMMINGLED 199MCF , +62581,184,0,COMMINGLED 184MCF , +62583,207,0,COMMINGLED 207MCF , +62586,84,0,COMMINGLED 84MCF , +62587,95,0,COMMINGLED 95MCF , +62641,1885,0,COMMINGLED 1885MCF , +62742,116,0,COMMINGLED 116MCF , +62906,95,0,COMMINGLED 95MCF , +63816,60,0,COMMINGLED 60MCF , +63819,60,0,COMMINGLED 60MCF , +65086,377,0,COMMINGLED 377MCF , +65167,169,0,COMMINGLED 169MCF , +65186,207,0,COMMINGLED 207MCF , +65313,497,0,COMMINGLED 497MCF , +65315,313,0,COMMINGLED 313MCF , +65571,984,0,COMMINGLED 984MCF , +65593,550,0,COMMINGLED 550MCF , +65673,267,0,COMMINGLED 267MCF , +65834,901,0,COMMINGLED 901MCF , +66261,282,0,COMMINGLED 282MCF , +66346,189,0,COMMINGLED 189MCF , +66347,73,0,COMMINGLED 73MCF , +66720,158,0,COMMINGLED 158MCF , +67140,246,0,COMMINGLED 246MCF , +67207,377,0,COMMINGLED 377MCF , +67211,94,0,COMMINGLED 94MCF , +67650,600,0,COMMINGLED 600MCF , +67651,189,0,COMMINGLED 189MCF , +67686,1039,0,COMMINGLED 1039MCF , +67876,127,0,COMMINGLED 127MCF , +67877,696,0,COMMINGLED 696MCF , +67882,660,0,COMMINGLED 660MCF , +68129,466,0,COMMINGLED 466MCF , +69114,298,0,COMMINGLED 298MCF , +70031,134,0,COMMINGLED 134MCF , +70124,95,0,COMMINGLED 95MCF , +71815,119,0,COMMINGLED 119MCF , +76470,84,0,COMMINGLED 84MCF , +76474,223,0,COMMINGLED 223MCF , +76508,60,0,COMMINGLED 60MCF , +79003,179,0,COMMINGLED 179MCF , +79877,187,0,COMMINGLED 187MCF , +81318,60,0,COMMINGLED 60MCF , +81343,119,0,COMMINGLED 119MCF , +81378,358,0,COMMINGLED 358MCF , +81380,215,0,COMMINGLED 215MCF , +81447,112,0,COMMINGLED 112MCF , +81448,82,0,COMMINGLED 82MCF , +16218,499,0,COMMINGLED-BigL&Brea, \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/data/Completions-Table 1.csv b/apps/dashr-oil-and-gas-ternary/data/Completions-Table 1.csv new file mode 100755 index 000000000..2c50c2cd5 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/data/Completions-Table 1.csv @@ -0,0 +1,524 @@ +RecordNumber,quant,unit,pay_top,btm,pay,Remark +8670,260,MCFGPD,2557,2975,341OHIO , +8671,133,MCFGPD,2400,2698,341OHIO , +8672,158,MCFGPD,2681,3107,341OHIO , +8674,231,MCFGPD,2758,3186,341OHIO , +8675,18,MCFGPD,1983,1993,332BIGL , +8677,26,MCFGPD,1800,1817,332BIGL , +8724,467,MCFGPD,1514,1859,341OHIO , +11192,103,MCFGPD,1772,1979,341OHIO , +11257,516,MCFGPD,2690,2796,341OHIO , +11260,127,MCFGPD,2577,2859,341OHIO , +11264,84,MCFGPD,3138,3172,341OHIO , +11265,0,MCFGPD,2837,2845,341OHIO , +11298,158,MCFGPD,2773,3152,341OHIO , +11300,119,MCFGPD,2237,2639,341OHIO , +11304,169,MCFGPD,2716,2797,341OHIO , +11305,103,MCFGPD,2585,2781,341OHIO , +11316,103,MCFGPD,2373,2720,341OHIO , +11318,0,MCFGPD,2424,2440,341OHIO , +11320,0,MCFGPD,2472,2484,341OHIO , +11322,25,MCFGPD,2161,2165,332BIGL , +11326,60,MCFGPD,2483,2788,341OHIO , +11327,94,MCFGPD,2394,2718,341OHIO , +11328,0,MCFGPD,2066,2077,332BIGL , +11332,60,MCFGPD,2642,2886,341OHIO , +11631,0,MCFGPD,1231,1256,339BREA , +12402,0,MCFGPD,2898,2904,332BIGL , +16124,84,MCFGPD,3025,3199,341OHIO , +16189,0,MCFGPD,3448,3624,341OHIO , +16193,0,MCFGPD,3150,3210,341OHIO , +16196,0,MCFGPD,3630,3680,341OHIO , +16200,0,MCFGPD,3418,3670,341OHIO , +16208,220,MCFGPD,3560,4303,341OHIO , +16209,0,MCFGPD,3340,3626,341OHIO , +16210,0,MCFGPD,3650,3940,341OHIO , +16215,0,MCFGPD,3660,3945,341OHIO , +16216,0,MCFGPD,4530,4770,341OHIO , +16217,0,MCFGPD,3790,4150,341OHIO , +16218,,MCFGPD,4200,4540,341OHIO , +16222,145,MCFGPD,2620,3200,341OHIO , +16223,310,MCFGPD,2800,3340,341OHIO , +16224,0,MCFGPD,2638,2954,341OHIO , +16225,0,MCFGPD,1610,1638,332MAXN , +16236,1245,MCFGPD,3690,4000,341OHIO , +16271,170,MCFGPD,2590,3156,341OHIO , +16272,84,MCFGPD,2598,3218,341OHIO , +16274,0,MCFGPD,2940,3160,341OHIO , +22683,84,MCFGPD,2420,2805,341OHIO , +23294,0,MCFGPD,2650,2698,339BREA , +23461,60,MCFGPD,3631,4130,341OHIO , +27166,133,MCFGPD,2829,2952,341OHIO , +28546,231,MCFGPD,3247,3544,341OHIO , +31254,2460,MCFGPD,2471,2495,332BIGL , +31456,169,MCFGPD,3116,3501,341OHIO , +31476,60,MCFGPD,3221,3559,341OHIO , +31496,179,MCFGPD,3182,3529,341OHIO , +31499,0,MCFGPD,0,0,332BIGL , +31540,219,MCFGPD,0,0,341OHIO , +31543,73,MCFGPD,3011,3391,341OHIO , +31559,239,MCFGPD,3418,3768,341OHIO , +31573,60,MCFGPD,0,0,341OHIO , +31649,84,MCFGPD,3340,3729,341OHIO , +31744,60,MCFGPD,3142,3800,341OHIO , +33069,311,MCFGPD,2638,3023,341OHIO , +36443,112,MCFGPD,1175,1683,341OHIO , +37666,387,MCFGPD,2643,2683,344CORN , +37668,18,BOPD ,1986,2204,344CORN , +37673,87,MCFGPD,1227,1277,339BREA , +39069,119,MCFGPD,3655,4550,341OHIO , +39086,280,MCFGPD,3916,4915,340BBSI , +39113,660,MCFGPD,3234,4260,340BBSI , +39122,286,MCFGPD,3438,4324,341OHIO , +39137,231,MCFGPD,3229,4129,340BBSI , +39143,239,MCFGPD,3330,4376,340BBSI , +39180,585,MCFGPD,3178,4130,340BBSI , +39192,60,MCFGPD,3620,4425,341OHIO , +39195,223,MCFGPD,3695,4564,341OHIO , +39216,112,MCFGPD,3435,4556,340BBSI , +39257,1107,MCFGPD,3250,4090,340BBSI , +39334,1917,MCFGPD,3462,4490,341OHIO , +39366,424,MCFGPD,2930,3749,341OHIO , +39377,355,MCFGPD,2906,3835,340BBSI , +39408,94,MCFGPD,2820,3674,341OHIO , +39435,403,MCFGPD,2681,3436,341OHIO , +39450,747,MCFGPD,2427,3350,340BBSI , +39455,158,MCFGPD,2736,3686,340BBSI , +39470,84,MCFGPD,3048,3824,341OHIO , +39494,622,MCFGPD,3160,3878,341OHIO , +39496,404,MCFGPD,2742,3467,341OHIO , +39522,0,MCFGPD,3278,3572,341OHIO , +39527,207,MCFGPD,2700,3489,340BBSI , +39530,65,MCFGPD,2730,3442,341OHIO , +39531,84,MCFGPD,2794,3714,340BBSI , +39550,94,MCFGPD,3106,3880,341OHIO , +39608,328,MCFGPD,2400,3125,341OHIO , +39632,0,MCFGPD,1670,1870,332BIGL , +39678,103,MCFGPD,2210,2976,340BBSI , +39777,0,MCFGPD,3072,3093,339BREA , +39937,94,MCFGPD,3619,4518,340BBSI , +39943,231,MCFGPD,2730,2741,332BIGL , +40047,0,MCFGPD,3225,4099,341OHIO , +40072,858,MCFGPD,2585,3359,341OHIO , +40085,0,MCFGPD,2886,2990,339BREA , +40201,119,MCFGPD,2752,3218,341OHIO , +40221,146,MCFGPD,3647,4884,340BBSI , +40287,0,MCFGPD,2545,2553,341OHIO , +40288,60,MCFGPD,2630,3297,340BBSI , +40572,4226,MCFGPD,3285,3347,341OHIO , +40595,84,MCFGPD,3268,3340,341OHIO , +40616,169,MCFGPD,2680,3430,340BBSI , +40625,0,MCFGPD,3031,3053,341OHIO , +40628,0,MCFGPD,2808,2830,340BBSI , +40646,0,MCFGPD,3096,3118,339BREA , +40680,0,MCFGPD,3146,3168,341OHIO , +40708,60,MCFGPD,3440,4250,341OHIO , +40712,73,MCFGPD,2800,3760,340BBSI , +40954,47,MCFGPD,2410,3106,340BBSI , +40956,84,MCFGPD,2758,3439,341OHIO , +40958,84,MCFGPD,2800,3183,340BBSI , +41217,0,MCFGPD,3705,3746,339BREA , +41503,321,MCFGPD,3077,3780,341OHIO , +45437,0,MCFGPD,2600,2621,341OHIO , +45914,338,MCFGPD,2110,2456,341OHIO , +47015,0,MCFGPD,2894,3048,341OHIO , +47016,143,MCFGPD,2784,2830,341OHIO , +47018,25,MCFGPD,2481,2488,341OHIO , +47021,267,MCFGPD,3098,3132,341OHIO , +47022,0,MCFGPD,2348,2368,341OHIO , +47023,103,MCFGPD,2428,2494,341OHIO , +47025,73,MCFGPD,2370,2694,341OHIO , +47026,119,MCFGPD,2409,2714,341OHIO , +47028,103,MCFGPD,0,0,341OHIO , +47205,84,MCFGPD,2820,3145,341OHIO , +47208,84,MCFGPD,2276,2590,341OHIO , +47209,73,MCFGPD,2258,2576,341OHIO , +47210,60,MCFGPD,2455,2749,341OHIO , +47211,0,MCFGPD,1853,1858,332BIGL , +47220,60,MCFGPD,2471,2798,341OHIO , +47221,103,MCFGPD,2652,3007,341OHIO , +47222,84,MCFGPD,2498,2804,341OHIO , +47224,30,MCFGPD,1751,1915,332BIGL , +47227,112,MCFGPD,2502,2840,341OHIO , +47228,169,MCFGPD,2466,2796,341OHIO , +47229,189,MCFGPD,2500,2850,341OHIO , +47230,94,MCFGPD,2547,2854,341OHIO , +47231,119,MCFGPD,2470,2762,341OHIO , +47233,94,MCFGPD,2417,2819,341OHIO , +47235,0,MCFGPD,2607,2896,341OHIO , +47547,133,MCFGPD,2609,3079,341OHIO , +47549,424,MCFGPD,2431,2921,341OHIO , +49629,174,MCFGPD,2775,2810,344CORN , +8670,40,MCFGPD,3656,3661,355BGSX , +8675,253,MCFGPD,2483,2844,341OHIO , +8677,146,MCFGPD,2404,2809,341OHIO , +11265,0,MCFGPD,2929,2939,341OHIO , +11318,0,MCFGPD,2494,2504,341OHIO , +11320,0,MCFGPD,2492,2506,341OHIO , +11322,73,MCFGPD,2701,2922,341OHIO , +11328,0,MCFGPD,2521,2812,341OHIO , +11631,0,MCFGPD,2727,2771,344CORN , +12402,0,MCFGPD,3321,3672,341OHIO , +16189,0,MCFGPD,3790,3990,341OHIO , +16193,0,MCFGPD,3320,3570,341OHIO , +16196,0,MCFGPD,3850,4030,341OHIO , +16200,0,MCFGPD,3817,4150,341OHIO , +16209,0,MCFGPD,3810,3980,341OHIO , +16210,0,MCFGPD,4075,4244,341OHIO , +16215,0,MCFGPD,4100,4710,341OHIO , +16216,0,MCFGPD,5100,5520,341OHIO , +16217,0,MCFGPD,4340,4630,341OHIO , +16218,,MCFGPD,4770,5350,341OHIO , +16224,0,MCFGPD,3060,3298,341OHIO , +16225,0,MCFGPD,2700,3450,341OHIO , +16274,0,MCFGPD,3314,3680,341OHIO , +23294,0,MCFGPD,2698,2864,341OHIO , +31254,979,MCFGPD,2910,3250,341OHIO , +31499,0,MCFGPD,0,0,341OHIO , +37673,0,MCFGPD,1804,1888,341OHIO , +39522,0,MCFGPD,3769,3996,341OHIO , +39632,0,MCFGPD,2440,3113,341OHIO , +39777,0,MCFGPD,3718,3925,341OHIO , +39943,189,MCFGPD,3518,4427,340BBSI , +40047,0,MCFGPD,3110,3225,339BREA , +40085,0,MCFGPD,2990,3860,341OHIO , +40287,0,MCFGPD,3041,3050,341OHIO , +40595,2,BOPD ,3140,3268,339BREA , +40625,0,MCFGPD,3632,3653,341OHIO , +40628,0,MCFGPD,3526,3548,341OHIO , +40646,0,MCFGPD,3473,3495,341OHIO , +40680,0,MCFGPD,3503,3523,341OHIO , +41217,0,MCFGPD,4333,4456,341OHIO , +45437,0,MCFGPD,2859,2880,341OHIO , +47015,0,MCFGPD,3412,3417,355BGSX , +47022,0,MCFGPD,2398,2412,341OHIO , +47025,0,MCFGPD,1935,1941,332BIGL , +47211,0,MCFGPD,2279,2584,341OHIO , +47224,73,MCFGPD,2300,2695,341OHIO , +47235,0,MCFGPD,2131,2160,332BIGL , +40047,0,MCFGPD,2340,2579,332BIGL , +40625,0,MCFGPD,3341,3363,341OHIO , +40628,0,MCFGPD,3200,3222,341OHIO , +40646,0,MCFGPD,3824,3846,341OHIO , +40680,0,MCFGPD,3817,3837,341OHIO , +45437,0,MCFGPD,3066,3088,341OHIO , +50553,513,MCFGPD,2794,3340,341OHIO , +50771,164,MCFGPD,2697,3125,341OHIO , +50775,413,MCFGPD,2485,2510,341OHIO , +50969,15,MCFGPD,1317,1350,339BREA , +50972,112,MCFGPD,2100,2795,344CORN , +50985,73,MCFGPD,2780,3279,341OHIO , +51259,330,MCFGPD,2455,2932,341OHIO , +51331,232,MCFGPD,2445,2934,341OHIO , +51348,282,MCFGPD,2365,2848,341OHIO , +51351,223,MCFGPD,2325,2795,341OHIO , +51503,146,MCFGPD,3046,3620,341OHIO , +51514,60,MCFGPD,2973,3427,341OHIO , +52246,0,MCFGPD,3134,3140,332BIGL , +52282,112,MCFGPD,2123,2862,344CORN , +52970,146,MCFGPD,2917,3173,341OHIO , +52985,112,MCFGPD,3084,3358,340BBSI , +52989,260,MCFGPD,3211,3483,341OHIO , +52990,60,MCFGPD,2875,3160,332BIGL , +53098,33,MCFGPD,2826,3371,341OHIO , +53133,158,MCFGPD,2935,3405,341OHIO , +53145,73,MCFGPD,2827,3293,341OHIO , +53159,894,MCFGPD,2092,2319,332BIGL , +53164,169,MCFGPD,2610,2695,332BIGL , +53165,84,MCFGPD,2773,3196,341OHIO , +53166,84,MCFGPD,2825,3311,341OHIO , +53333,94,MCFGPD,2700,3148,341OHIO , +53713,60,MCFGPD,2836,3079,341OHIO , +53821,60,MCFGPD,3523,3798,341OHIO , +54346,660,MCFGPD,2560,2576,332BIGL , +55023,94,MCFGPD,2990,3446,341OHIO , +55026,179,MCFGPD,2711,3224,341OHIO , +55032,207,MCFGPD,2733,3296,341OHIO , +55033,60,MCFGPD,2642,3118,341OHIO , +55103,448,MCFGPD,2519,3021,341OHIO , +55104,133,MCFGPD,2860,3343,341OHIO , +55109,569,MCFGPD,2980,3203,341OHIO , +55339,103,MCFGPD,3027,3501,341OHIO , +55340,84,MCFGPD,2861,3374,341OHIO , +55342,0,MCFGPD,3219,3695,341OHIO , +55382,103,MCFGPD,2280,2846,341OHIO , +56424,60,MCFGPD,2592,3083,341OHIO , +56520,377,MCFGPD,2237,2854,341OHIO , +56626,357,MCFGPD,2706,3153,341OHIO , +57038,380,MCFGPD,2596,3087,341OHIO , +57123,192,MCFGPD,2650,3072,341OHIO , +60313,251,MCFGPD,2456,2964,341OHIO , +60317,213,MCFGPD,2720,3331,341OHIO , +60445,72,MCFGPD,2630,3226,341OHIO , +60699,26,MCFGPD,2378,2743,341OHIO , +60740,783,MCFGPD,2360,2690,341OHIO , +60745,858,MCFGPD,2729,3298,341OHIO , +60776,207,MCFGPD,2293,2795,341OHIO , +60779,33,MCFGPD,2755,3332,341OHIO , +60941,615,MCFGPD,2707,3220,341OHIO , +61043,84,MCFGPD,2684,3262,341OHIO , +61046,440,MCFGPD,2614,3223,341OHIO , +61047,95,MCFGPD,2438,2996,341OHIO , +61048,492,MCFGPD,2324,2932,341OHIO , +61051,73,MCFGPD,2315,2915,341OHIO , +61054,146,MCFGPD,2337,2920,341OHIO , +61055,1119,MCFGPD,2229,2827,341OHIO , +61056,582,MCFGPD,2391,3007,341OHIO , +61063,0,MCFGPD,2350,2358,341OHIO , +61067,60,MCFGPD,1912,2394,341OHIO , +61917,0,MCFGPD,2431,2456,341OHIO , +62177,84,MCFGPD,2246,2789,341OHIO , +62581,0,MCFGPD,2327,2348,339SNBR , +62582,60,MCFGPD,2711,3324,341OHIO , +62583,0,MCFGPD,1883,1905,332BIGL , +62586,0,MCFGPD,2702,2722,341OHIO , +62587,0,MCFGPD,2529,2550,339BREA , +62590,600,MCFGPD,1848,2360,341OHIO , +62592,126,MCFGPD,2083,2643,341OHIO , +62641,0,MCFGPD,2899,2920,341OHIO , +62701,1832,MCFGPD,1915,2300,341OHIO , +62742,0,MCFGPD,1864,1886,341OHIO , +62744,114,MCFGPD,1909,2489,341OHIO , +62748,431,MCFGPD,2004,2558,341OHIO , +62836,133,MCFGPD,1902,2591,341OHIO , +62906,0,MCFGPD,2604,2611,341OHIO , +63392,304,MCFGPD,1992,2592,341OHIO , +63393,169,MCFGPD,2282,2814,341OHIO , +63398,261,MCFGPD,1942,2392,341OHIO , +63401,970,MCFGPD,1882,2500,341OHIO , +63406,184,MCFGPD,2228,2760,341OHIO , +63816,0,MCFGPD,2132,2153,341OHIO , +63819,73,MCFGPD,1310,1539,332BIGL , +63931,103,MCFGPD,2489,3129,341OHIO , +63936,48,MCFGPD,2274,2959,341OHIO , +64006,179,MCFGPD,2370,2954,341OHIO , +64007,39,MCFGPD,2805,3410,341OHIO , +64008,30,MCFGPD,2200,2845,341OHIO , +64032,119,MCFGPD,1906,1934,332BIGL , +64680,1172,MCFGPD,2055,2657,341OHIO , +64751,491,MCFGPD,2560,3137,341OHIO , +64753,780,MCFGPD,2059,2660,341OHIO , +65079,1152,MCFGPD,2367,3000,341OHIO , +65086,0,MCFGPD,1600,1622,332BIGL , +65167,0,MCFGPD,1520,1637,332BIGL , +65186,0,MCFGPD,1603,1625,332BIGL , +65187,232,MCFGPD,2485,3173,341OHIO , +65189,391,MCFGPD,2181,2661,341OHIO , +65313,0,MCFGPD,1471,1481,332BIGL , +65315,0,MCFGPD,2368,2391,341OHIO , +65546,119,MCFGPD,2284,3001,341OHIO , +65571,0,MCFGPD,2459,2481,341OHIO , +65593,0,MCFGPD,2666,2712,341OHIO , +65619,215,MCFGPD,2350,3178,341OHIO , +65652,60,MCFGPD,2418,3117,341OHIO , +65654,119,MCFGPD,2620,3368,341OHIO , +65657,119,MCFGPD,2366,3100,341OHIO , +65660,146,MCFGPD,2530,3454,341OHIO , +65661,353,MCFGPD,2249,3164,341OHIO , +65673,0,MCFGPD,2408,2512,339BREA , +65714,146,MCFGPD,2649,3470,341OHIO , +65834,0,MCFGPD,1436,1485,332BIGL , +66056,492,MCFGPD,3107,3939,341OHIO , +66069,158,MCFGPD,2490,3465,340BBSI , +66261,0,MCFGPD,2163,2166,332BIGL , +66346,0,MCFGPD,2162,2220,332BIGL , +66347,60,MCFGPD,1891,1912,332BIGL , +66720,0,MCFGPD,2495,3365,341OHIO , +66722,119,MCFGPD,2581,3372,341OHIO , +67140,0,MCFGPD,1946,1956,341OHIO , +67143,84,MCFGPD,2550,3058,341OHIO , +67207,0,MCFGPD,2127,2147,337WEIR , +67211,0,MCFGPD,1618,1800,332BIGL , +67234,321,MCFGPD,2750,3585,341OHIO , +67645,94,MCFGPD,2099,2749,341OHIO , +67650,0,MCFGPD,2092,2113,341OHIO , +67651,0,MCFGPD,1445,1468,332BIGL , +67686,0,MCFGPD,2216,2238,339BDFD , +67700,239,MCFGPD,2480,3022,341OHIO , +67754,327,MCFGPD,1246,1280,332BIGL , +67874,231,MCFGPD,1515,1520,332BIGL , +67876,0,MCFGPD,2206,2227,341OHIO , +67877,0,MCFGPD,2245,0,341OHIO , +67879,267,MCFGPD,2140,2797,341OHIO , +67882,0,MCFGPD,1445,1466,332BIGL , +67884,103,MCFGPD,2330,2995,341OHIO , +68072,60,MCFGPD,2096,2833,341OHIO , +68129,0,MCFGPD,1330,1354,332BIGL , +68132,680,MCFGPD,410,484,327SALT , +68288,119,MCFGPD,2350,3050,341OHIO , +69114,0,MCFGPD,1956,1986,332BIGL , +70031,0,MCFGPD,2530,2552,340BBSI , +70124,0,MCFGPD,2509,2526,341OHIO , +70438,103,MCFGPD,3137,4115,340BBSI , +70630,60,MCFGPD,1350,1921,341OHIO , +70632,119,MCFGPD,1285,1755,341OHIO , +70633,103,MCFGPD,768,906,332BIGL , +71680,244,MCFGPD,1955,2555,341OHIO , +71688,231,MCFGPD,1997,2590,340BBSI , +71787,245,MCFGPD,1740,2317,341OHIO , +71790,133,MCFGPD,1734,2306,341OHIO , +71791,267,MCFGPD,1840,2384,341OHIO , +71809,286,MCFGPD,1744,2242,341OHIO , +71810,84,MCFGPD,1580,2112,341OHIO , +71815,119,MCFGPD,1826,2413,340BBSI , +71819,253,MCFGPD,1794,2365,341OHIO , +71820,103,MCFGPD,1927,2503,341OHIO , +71823,103,MCFGPD,1855,2330,341OHIO , +71907,146,MCFGPD,1747,2239,341OHIO , +71927,169,MCFGPD,1855,2418,341OHIO , +72075,215,MCFGPD,1573,2146,340BBSI , +72132,94,MCFGPD,2004,2598,340BBSI , +74355,261,MCFGPD,1878,2351,341OHIO , +74625,84,MCFGPD,1971,2460,341OHIO , +75042,169,MCFGPD,1820,2255,340BBSI , +75181,404,MCFGPD,1198,1223,332MAXN , +75183,267,MCFGPD,2135,2559,341OHIO , +75187,223,MCFGPD,1965,2385,341OHIO , +75188,103,MCFGPD,1968,2454,340BBSI , +75264,249,MCFGPD,2240,2420,341OHIO , +75265,73,MCFGPD,2054,2482,341OHIO , +75857,60,MCFGPD,3031,3587,340BBSI , +75879,119,MCFGPD,3200,3738,340BBSI , +75885,337,MCFGPD,3050,3470,340BBSI , +75908,415,MCFGPD,2190,2632,341OHIO , +76119,179,MCFGPD,3338,3703,340BBSI , +76122,84,MCFGPD,3614,3934,340BBSI , +76127,60,MCFGPD,3215,3778,340BBSI , +76461,94,MCFGPD,3198,3720,340BBSI , +76470,0,MCFGPD,3080,3120,337WEIR , +76474,0,MCFGPD,3090,3308,332BIGL , +76498,103,MCFGPD,3219,3552,340BBSI , +76508,0,MCFGPD,3127,3180,337WEIR , +76587,73,MCFGPD,3080,3585,340BBSI , +76607,60,MCFGPD,3049,3570,340BBSI , +76633,103,MCFGPD,3325,3572,340BBSI , +77034,539,MCFGPD,2977,3438,340BBSI , +77062,103,MCFGPD,2906,3365,340BBSI , +77093,119,MCFGPD,2650,3160,340BBSI , +77099,119,MCFGPD,2905,3423,340BBSI , +77130,169,MCFGPD,3235,3784,340BBSI , +77476,146,MCFGPD,1380,1837,341OHIO , +78732,60,MCFGPD,2604,2858,341OHIO , +78733,179,MCFGPD,2645,3039,341OHIO , +78746,158,MCFGPD,2741,2986,341OHIO , +78747,84,MCFGPD,2687,2943,341OHIO , +78819,158,MCFGPD,2636,2928,341OHIO , +78820,119,MCFGPD,2472,2853,341OHIO , +78828,152,MCFGPD,2238,2538,341OHIO , +78904,253,MCFGPD,2824,3318,341OHIO , +79003,0,MCFGPD,3070,3100,337WEIR , +79265,211,MCFGPD,3355,3814,340BBSI , +79268,84,MCFGPD,3055,3448,340BBSI , +79456,146,MCFGPD,3190,3649,340BBSI , +79489,127,MCFGPD,3430,3554,341OHIO , +79499,103,MCFGPD,3124,3554,340BBSI , +79722,348,MCFGPD,2039,2270,332BIGL , +79800,169,MCFGPD,2540,2870,341OHIO , +79802,348,MCFGPD,2703,2950,341OHIO , +79804,94,MCFGPD,2565,2972,341OHIO , +79871,133,MCFGPD,2501,2933,341OHIO , +79877,0,MCFGPD,1904,2121,332BIGL , +80097,260,MCFGPD,3256,3730,341OHIO , +80159,1866,MCFGPD,2260,2454,332BIGL , +81307,233,MCFGPD,2297,2308,355BGSX , +81318,0,MCFGPD,2468,2490,344CORN , +81334,84,MCFGPD,1950,2595,344CORN , +81343,0,MCFGPD,2405,2415,344CORN , +81378,0,MCFGPD,2483,2513,355BGSX , +81379,310,MCFGPD,1213,1656,341OHIO , +81380,0,MCFGPD,2428,2455,344CORN , +81412,66,MCFGPD,1220,1850,341OHIO , +81417,146,MCFGPD,1495,1980,341OHIO , +81447,0,MCFGPD,1461,1912,341OHIO , +81448,0,MCFGPD,1350,1380,339BREA , +50969,0,MCFGPD,2710,2844,344CORN , +50972,0,MCFGPD,2774,2780,344CORN , +52246,0,MCFGPD,3495,3772,341OHIO , +52990,179,MCFGPD,3395,3840,341OHIO , +53159,21,MCFGPD,2663,3130,341OHIO , +53164,315,MCFGPD,2989,3430,341OHIO , +54346,60,MCFGPD,2878,3254,341OHIO , +55342,0,MCFGPD,2565,2765,332BIGL , +61063,0,MCFGPD,2744,2752,341OHIO , +61917,0,MCFGPD,2715,2735,341OHIO , +62581,0,MCFGPD,2750,2772,341OHIO , +62583,0,MCFGPD,2272,2292,337BRDN , +62586,0,MCFGPD,2916,2937,341OHIO , +62587,0,MCFGPD,3146,3167,341OHIO , +62641,0,MCFGPD,2986,3006,341OHIO , +62742,0,MCFGPD,2109,2131,341OHIO , +62906,0,MCFGPD,3160,3167,341OHIO , +63816,0,MCFGPD,2369,2390,341OHIO , +63819,0,MCFGPD,2135,2157,341OHIO , +64032,0,MCFGPD,2970,3082,341OHIO , +65086,0,MCFGPD,2250,2967,341OHIO , +65167,0,MCFGPD,2343,3059,341OHIO , +65186,0,MCFGPD,2325,3035,341OHIO , +65313,0,MCFGPD,2565,2570,341OHIO , +65315,0,MCFGPD,2782,2804,341OHIO , +65571,0,MCFGPD,2709,2731,341OHIO , +65593,0,MCFGPD,2968,3075,341OHIO , +65673,0,MCFGPD,3149,3599,341OHIO , +65834,0,MCFGPD,2250,2825,341OHIO , +66261,0,MCFGPD,2785,2797,339BREA , +66346,0,MCFGPD,3427,3851,341OHIO , +66347,0,MCFGPD,3100,3250,341OHIO , +66720,0,MCFGPD,2384,2475,339BREA , +67140,0,MCFGPD,2241,2263,341OHIO , +67207,0,MCFGPD,2598,3488,341OHIO , +67211,0,MCFGPD,2310,3243,341OHIO , +67650,0,MCFGPD,2354,2375,341OHIO , +67651,0,MCFGPD,2372,2394,341OHIO , +67686,0,MCFGPD,2541,2563,341OHIO , +67874,268,MCFGPD,2225,2541,341OHIO , +67876,0,MCFGPD,2407,2430,341OHIO , +67877,0,MCFGPD,2406,2427,341OHIO , +67882,0,MCFGPD,2071,2095,339BDFD , +68129,0,MCFGPD,1969,2661,341OHIO , +69114,0,MCFGPD,3103,3251,341OHIO , +70031,0,MCFGPD,2852,2874,341OHIO , +70124,0,MCFGPD,3053,3074,341OHIO , +70633,66,MCFGPD,1317,1740,341OHIO , +76470,0,MCFGPD,3120,3621,340BBSI , +76474,0,MCFGPD,3586,4117,340BBSI , +76508,0,MCFGPD,3180,3690,340BBSI , +79003,0,MCFGPD,3100,3561,341OHIO , +79722,60,MCFGPD,2550,3011,341OHIO , +79877,0,MCFGPD,2400,2452,337BRDN , +80159,146,MCFGPD,2773,3257,341OHIO , +81318,0,MCFGPD,2490,2503,355BGSX , +81343,0,MCFGPD,2415,2423,355BGSX , +81378,0,MCFGPD,1570,1800,341OHIO , +81380,0,MCFGPD,2455,2478,355BGSX , +81447,0,MCFGPD,863,991,332BIGL , +81448,0,MCFGPD,1380,1835,341OHIO , +50969,0,MCFGPD,2783,2830,344CORN , +50972,0,MCFGPD,2797,2802,344CORN , +61917,0,MCFGPD,3027,3052,341OHIO , +62581,0,MCFGPD,3045,3067,341OHIO , +62583,0,MCFGPD,2993,3015,341OHIO , +62586,0,MCFGPD,3153,3174,341OHIO , +62587,0,MCFGPD,3225,3245,341OHIO , +62641,0,MCFGPD,3050,3071,341OHIO , +62742,0,MCFGPD,2341,2363,341OHIO , +63816,0,MCFGPD,2623,2646,341OHIO , +63819,0,MCFGPD,2390,2642,341OHIO , +65315,0,MCFGPD,3070,3100,341OHIO , +65571,0,MCFGPD,3147,3168,341OHIO , +66261,0,MCFGPD,3375,3784,341OHIO , +66347,0,MCFGPD,3526,3574,341OHIO , +67140,0,MCFGPD,2453,2496,341OHIO , +67650,0,MCFGPD,2631,2653,341OHIO , +67651,0,MCFGPD,2724,2766,341OHIO , +67686,0,MCFGPD,2827,2849,341OHIO , +67874,0,MCFGPD,2798,2820,341OHIO , +67876,0,MCFGPD,2539,2561,341OHIO , +67877,0,MCFGPD,2675,2690,341OHIO , +67882,0,MCFGPD,2764,2784,341OHIO , +70031,0,MCFGPD,3151,3193,341OHIO , +70124,0,MCFGPD,3173,3196,341OHIO , +79877,0,MCFGPD,2452,2901,340BBSI , +81448,15,MCFGPD,783,901,332BIGL , +65714,230,MCFGPD,2000,2035,337INJN , +16218,,MCFGPD,3225,3379,332BIGL , +16218,,MCFGPD,4086,4161,339BREA , \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/data/EKY_shale_production.xlsx b/apps/dashr-oil-and-gas-ternary/data/EKY_shale_production.xlsx new file mode 100755 index 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b/apps/dashr-oil-and-gas-ternary/data/Export Summary-Table 1.csv @@ -0,0 +1,20 @@ +,,,, +,,,, +,This document was exported from Numbers. Each table was converted to an Excel worksheet. All other objects on each Numbers sheet were placed on separate worksheets. Please be aware that formula calculations may differ in Excel.,,, +,,,, +,,,, +,,,, +,Numbers Sheet Name,Numbers Table Name,Excel Worksheet Name, +,,,, +,ReadMe,,, +,,Table 1,ReadMe, +,Well_ID,,, +,,Table 1,Well_ID, +,Completions,,, +,,Table 1,Completions, +,Commingled,,, +,,Table 1,Commingled, +,YearlyProduction,,, +,,Table 1,YearlyProduction, +,FmCodes,,, +,,Table 1,FmCodes, \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/data/FmCodes-Table_1.csv b/apps/dashr-oil-and-gas-ternary/data/FmCodes-Table_1.csv new file mode 100755 index 000000000..7ed553975 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/data/FmCodes-Table_1.csv @@ -0,0 +1,680 @@ +fm_code,sort_code,Era_Name,Coal Basin,fm_name,comments +0,0,Unknown or unassigned, ,Unknown or unassigned , +100CNZN,1000100,Cenozoic, ,Cenozoic Era , +110QTRN,1100100,Holocene, ,Quaternary System , +111AMOT,1110000,Holocene, ,Alluvium along Miss. R. & Ohio R. , +111ALVM,1110100,Holocene, ,Alluvium ,MODERN ALLUVIUM +111ALVMG,1110100,Holocene, ,Quaternary gravels ,EQUIVALENT TO IOLA GRAVELLY LOAM SOIL +111CLVM,1110100,Holocene, ,Colluvium ,LANDSLIDE DEPOSITS AND OTHERS (GRAVITY DRIVEN REGOLITH) +111FILL,1110100,Holocene, ,Artificial Fill ,MISCELLANEOUS ARTIFICIAL FILL MATERIAL +111LDSL,1110100,Holocene, ,Landslide deposits , +111SAND,1110100,Holocene, ,Sand , +111SLSD,1110100,Holocene, ,Silt and sand , +112ORLT,1120000,Holocene, ,"Ohio River Deposits, Lower Terrace ", +112ORUT,1120000,Holocene, ,"Ohio River Deposits, Upper Terrace ", +112TRRC,1120000,Holocene, ,Terrace Deposits , +112PLSC,1120100,Holocene, ,Pleistocene Series , +112GCDPW,1120120,Holocene, ,Glacial deposits (Wisconsinan) , +112LAKEW,1120120,Holocene, ,Lake deposits (Wisconsinan) , +112OTSHW,1120120,Holocene, ,Glacial outwash (Wisconsinan) , +112GCDPI,1120140,Holocene, ,Glacial deposits (Illinoian) , +112LAKEI,1120140,Holocene, ,Lake deposits (Illinoian) , +112OTSHI,1120140,Holocene, ,Glacial outwash (Illinoian) , +112GCDP,1120160,Holocene, ,Glacial deposits ,USUALLY PRE-ILLINOIAN +112LAFL,1120160,Holocene, ,Quaternary/Tertiary lake & fluvial ,FALMOUTH AREA +112LAKE,1120160,Holocene, ,Lake deposits ,USUALLY PRE-ILLINOIAN +112OTSH,1120160,Holocene, ,Outwash ,USUALLY PRE-ILLINOIAN +112TILL,1120160,Holocene, ,Till , +112LOSS,1120300,Holocene, ,Loess , +112CLVM,1120500,Holocene, ,Colluvium ,COLLUVIAL MATERIAL ON HILLSIDES MOSTLY IN N. KY +112CNTL,1120500,Holocene, ,Continental deposits , +112HGLV,1120500,Holocene, ,High Level Fluvial Deposits , +112LFTT,1120500,Holocene, ,Lafayette Gravel , +112GRSD,1120600,Holocene, ,Gravel & sand deposits ,"QT? SURFACE ""LET DOWN"" DEPOSITS OF (POSSIBLY) PNLV SANDS " +120TRTR,1200100,Tertiary, ,Tertiary System , +123OLGC,1230100,Tertiary, ,Oligocene Series , +123JCKS,1230300,Tertiary, ,Jackson Fm , +123JKCB,1230300,Tertiary, ,Jackson and Claiborne Undif , +124EOCN,1240100,Tertiary, ,Eocene Series , +124CBWX,1240300,Tertiary, ,Claiborne and Wilcox Fms Undif , +124CLBN,1240300,Tertiary, ,Claiborne Fm , +124WLCX,1240500,Tertiary, ,Wilcox Fm , +125PLOC,1250100,Tertiary, ,Paleocene Series , +125PRCK,1250300,Tertiary, ,Porters Creek Clay , +125CLMCU,1250500,Tertiary, ,Clayton and McNairy Fms Undif , +125CLTN,1250500,Tertiary, ,Clayton Fm , +200MSZC,2000100,Mesozoic, ,Mesozoic Era , +210CRCS,2100100,Cretaceous, ,Cretaceous System , +211CRCSU,2110100,Cretaceous, ,Upper Cretaceous Series , +211MCNR,2110300,Cretaceous, ,McNairy Fm , +211TSCL,2110500,Cretaceous, ,Tuscaloosa Fm , +212GLFN,2120000,Cretaceous, ,Gulfian , +300PLZC,3000100,Paleozoic, ,Paleozoic Era , +310PRMN,3100100,Permian, ,Permian System , +317PRMNL,3170100,Permian, ,Lower Permian Series , +317MUZY,3170300,Permian, ,Mauzy Fm , +320PNLV,3200100,Pennsylvanian, ,Pennsylvanian System , +321PNLVU,3210100,Pennsylvanian, ,"Pennsylvanian, Upper Part ", +321BDMT,3210300,Pennsylvanian,WKY,Bond & Mattoon Fms Undif , +321HNSH,3210300,Pennsylvanian,WKY,Henshaw Fm , +321HSLM,3210300,Pennsylvanian,WKY,Henshaw & Lisman Fms Undif ,ALSO CORRELATIVE TO 321MCLB +321MCLB,3210300,Pennsylvanian,WKY,McLeansboro Group , +321MGCG,3210300,Pennsylvanian,EKY,Monongahela and Conemaugh Fms Undif , +321MNGL,3210300,Pennsylvanian,EKY,Monongahela Fm , +321MTTN,3210300,Pennsylvanian,WKY,"Matton Fm, McLeansboro Gp ", +321SRGS,3210300,Pennsylvanian,WKY,Sturgis Fm ,ALSO CORRELATIVE TO 321MCLB +321SSPR,3210305,Pennsylvanian,WKY,"Sulphur Springs Coal, Mattoon Fm ","S11, B2, P51" +321MGLD,3210307,Pennsylvanian,WKY,Mt. Gilead Ss ,"S11, B2" +321VDBG,3210309,Pennsylvanian,WKY,Vanderburg Ss ,"S11, B2" +321DIXN,3210310,Pennsylvanian,WKY,"Dixon Sandstone, Mattoon Fm ","S11, B2, P51" +321GRGL,3210315,Pennsylvanian,WKY,"Grieger Lake Coal, Mattoon Fm ","S11, B2, P51" +321BOND,3210500,Pennsylvanian,WKY,"Bond Fm, Mcleansboro Gp ", +321CNMG,3210500,Pennsylvanian,EKY,Conemaugh Fm , +321LSMN,3210500,Pennsylvanian,WKY,Lisman Fm , +321LVGS,3210500,Pennsylvanian,WKY,"Livingston Ls Mbr, Bond Fm ",IN MCLEANSBORO GROUP +321UNMC2,3210500,Pennsylvanian,EKY,Unnamed Coal , +321LSMC,3210505,Pennsylvanian,WKY,"Lisman Coal, Bond Fm ","S11, B2, P51" +321WK18,3210525,Pennsylvanian,WKY,WKY #18 Coal,"S11, B2" +321MTCR,3210545,Pennsylvanian,WKY,Mt. Carmel Ss ,"S11, B2" +321MBRY,3210600,Pennsylvanian,EKY,Member Y , +321AMES,3210700,Pennsylvanian,EKY,"Ames Ls Mbr, Conemaugh Fm ",MOVED FROM SEQ 900 TO 700 TO MATCH COAL SECTION USAGE +321CTHG,3210700,Pennsylvanian,WKY,"Carthage Ls Mbr, Bond Fm ",IN MCLEANSBORO GROUP +321MBRW,3210800,Pennsylvanian,EKY,Member W , +321UNMC1,3210805,Pennsylvanian,EKY,Unnamed Coal , +321MBRV,3210820,Pennsylvanian,EKY,Member V , +321PTOK,3210900,Pennsylvanian,WKY,"Patoka Fm, McLeansboro Gp ", +321WK17,3210900,Pennsylvanian,WKY,WKY #17 Coal,"S11, B2" +321WK16,3210920,Pennsylvanian,WKY,WKY #16 Coal,"S11, B2" +321WK15,3210940,Pennsylvanian,WKY,WKY #15 Coal,"S11, B2" +321MDSV,3211100,Pennsylvanian,WKY,"Madisonville Ls Mbr, Sturgis Fm ", +321SLBR,3211100,Pennsylvanian,WKY,"Shelburn Fm, McLeansboro Gp ", +321SLCB,3211100,Pennsylvanian,WKY,Shelburn and Carbondale Fms Undif ,USED PRIMARILY IN THE AREA OF THE UTICA GQ +321WFKL,3211100,Pennsylvanian,WKY,"West Franklin Ls Mbr, Shelburn Fm ",IN MCLEANSBORO GROUP +321WK14A,3211100,Pennsylvanian,WKY,WKY #14A Coal,"S11, B2" +321CLTW,3211200,Pennsylvanian,WKY,Coiltown Coal ,"S11, B2, WKY #14" +321BRCK,3211300,Pennsylvanian,EKY,"Brush Creek Ls Mbr, Conemaugh Fm ", +321WTCR,3211300,Pennsylvanian,WKY,Wheatcroft Coal ,"S11, B2, WKY #13A" +321BRCKC,3211305,Pennsylvanian,EKY,Brush Creek Coal , +321MBRU,3211400,Pennsylvanian,EKY,Member U , +321MBRT,3211420,Pennsylvanian,EKY,Member T , +321PCNCU,3211425,Pennsylvanian,EKY,Upper Princess No. 9 Coal, +321AVRK,3211500,Pennsylvanian,WKY,"Anvil Rock Ss Mbr, Sturgis Fm ", +321BAKR,3211500,Pennsylvanian,WKY,"Baker Coal, Shelburn Fm ","S11, B2, P51, WKY #13" +321PRDS,3211700,Pennsylvanian,WKY,Paradise Coal ,"S11, B2, WKY #12" +321PROV,3211700,Pennsylvanian,WKY,"Providence Ls Mbr, Selburn Fm ",IN MCLEANSBORO GROUP +321PRDL,3211705,Pennsylvanian,WKY,Limestone Bed below Paradise Coal ,"S11, B2" +322VRGL,3220000,Pennsylvanian, ,Virgilian Series , +323MSSR,3230000,Pennsylvanian, ,Missourian Series , +324PNLVM,3240100,Pennsylvanian, ,"Pennsylvanian, Middle Part ", +324WEIR,3240300,Pennsylvanian,WKY,Weir Ss , +324BRLE,3240500,Pennsylvanian,EKY,Breathitt & Lee Fms Undif , +324BRTT,3240500,Pennsylvanian,EKY,Breathitt Group ,ALSO CORRELATIVE TO CBDL & TRDT +324CBDL,3240500,Pennsylvanian,WKY,Carbondale Fm , +324HRRN,3240500,Pennsylvanian,WKY,"Herrin Coal, Carbondale Fm ","S11, B2, P37, WKY #11" +324PCNC,3240500,Pennsylvanian,EKY,Princess Fm , +324PCNC9,3240500,Pennsylvanian,EKY,Princess No. 9 Coal, +324BRHL,3240505,Pennsylvanian,WKY,"Briar Hill Coal, Carbondale Fm ","S11, B2, P37, WKY #10" +324MBRS,3240600,Pennsylvanian,EKY,"Member S, Princess Fm ", +324SPGC,3240600,Pennsylvanian,WKY,"Springfield Coal Bed, Carbondale Fm ",WKY #9 +324PCNC8,3240605,Pennsylvanian,EKY,Princess No. 8 Coal, +324MBRR,3240620,Pennsylvanian,EKY,"Member R, Princess Fm ", +324PCNC7,3240625,Pennsylvanian,EKY,Princess No. 7 Coal, +324HCHC,3240630,Pennsylvanian,WKY,"Houchin Creek Coal, Carbondale Fm ","S11, B2, P37, WKY #8B" +324MBRQ,3240640,Pennsylvanian,EKY,"Member Q, Princess Fm ", +324PCNC6,3240645,Pennsylvanian,EKY,Princess No. 6 Coal, +324DKVN,3240650,Pennsylvanian,WKY,"Dekoven Coal, Carbondale Fm ","S11, B2, P37, WKY #7" +324SVNT,3240650,Pennsylvanian,WKY,Survant Coal ,"S11, B2, WKY #8" +324LMKL,3240660,Pennsylvanian,EKY,"Limekiln Clay, Princess Fm ", +324LURL,3240665,Pennsylvanian,EKY,Laurel Coal , +324CLCH,3240670,Pennsylvanian,WKY,Colchester Coal ,"S11, B2" +324OBRN,3240680,Pennsylvanian,EKY,"Obryan Member, Princess Fm ", +324VNPR,3240680,Pennsylvanian,EKY,Vanport Ls , +324PCNC5,3240685,Pennsylvanian,EKY,Princess No. 5A/5B Coal, +324SEBR,3240700,Pennsylvanian,WKY,"Sebree Ss Mbr, Carbondale Fm ", +324FRDG,3240800,Pennsylvanian,EKY,"Flint Ridge Flint, Princess Fm ", +324RCRDC,3240805,Pennsylvanian,EKY,Richardson Coal Zone , +324MBRP,3240820,Pennsylvanian,EKY,"Member P, Princess Fm ", +324TPTPC,3240825,Pennsylvanian,EKY,Tiptop Coal Zone , +324MBKO,3240840,Pennsylvanian,EKY,"Main Block Ore, Princess Fm ", +324DVIS,3240900,Pennsylvanian,WKY,"Davis Coal Bed, Carbondale Fm ",WKY #6 +324SNFK,3240900,Pennsylvanian,EKY,"Stoney Fork Mbr, Princess Fm ", +324FRCR,3241000,Pennsylvanian,EKY,Four Corners Fm , +324HNDMC,3241000,Pennsylvanian,EKY,Hindman Coal Zone , +324BULN,3241020,Pennsylvanian,EKY,"Bulan Shale Member, Four Corners Fm ", +324FRNCC,3241025,Pennsylvanian,EKY,Francis Coal Zone , +324MBRO,3241040,Pennsylvanian,EKY,"Member O, Four Corners Fm ", +324HZRD7,3241045,Pennsylvanian,EKY,Hazard No. 7 Coal Zone, +324ARNT,3241060,Pennsylvanian,EKY,"Arnett Member, Four Corners Fm ", +324HZRD,3241065,Pennsylvanian,EKY,Hazard Coal Zone , +324MBRN,3241080,Pennsylvanian,EKY,"Member N, Four Corners Fm ", +324HDDX,3241085,Pennsylvanian,EKY,Haddix Coal Zone , +324MGFN,3241100,Pennsylvanian,EKY,"Magoffin Mbr, Four Corners Fm ", +324RCCK,3241100,Pennsylvanian,WKY,Raccoon Creek Gp ,INCLUDES TRADEWATER AND CASEYVILLE COMBINED +324TRCV,3241100,Pennsylvanian,WKY,Tradewater-Caseyville Fms Undif , +324TRDT,3241100,Pennsylvanian,WKY,Tradewater Fm , +324YRGN,3241100,Pennsylvanian,WKY,Yeargins Chapel Ls ,"S11, B2" +324BULH,3241200,Pennsylvanian,WKY,Beulah Ls ,"S11, B2" +324HYDN,3241200,Pennsylvanian,EKY,Hyden Fm , +324TYLR,3241200,Pennsylvanian,EKY,Taylor Coal Zone , +324MBRM,3241220,Pennsylvanian,EKY,"Member M, Hyden Fm ", +324HMLN,3241225,Pennsylvanian,EKY,Hamlin Coal Zone , +324MBRL,3241240,Pennsylvanian,EKY,"Member L, Hyden Fm ", +324FRCLR,3241245,Pennsylvanian,EKY,Fire Clay Rider Coal Zone , +324MBRK,3241260,Pennsylvanian,EKY,"Member K, Hyden Fm ", +324FRCL,3241265,Pennsylvanian,EKY,Fire Clay Coal Zone , +324MBRJ,3241280,Pennsylvanian,EKY,"Member J, Hyden Fm ", +324WSBGU,3241285,Pennsylvanian,EKY,Upper Whitesburg Coal Zone , +324MBRI,3241290,Pennsylvanian,EKY,"Member I, Hyden Fm ", +324WSBGL,3241295,Pennsylvanian,EKY,Lower Whitesburg Coal Zone , +324CRLW,3241300,Pennsylvanian,WKY,"Curlew Ls Mbr, Tradewater Fm ", +324GRGR,3241300,Pennsylvanian,WKY,Granger Ss , +324KDCK,3241300,Pennsylvanian,EKY,"Kendrick Sh Mbr, Hyden Fm ", +324TRDTA,3241300,Pennsylvanian,WKY,"Tradewater ""A"" ", +324MNGT,3241305,Pennsylvanian,WKY,"Mannington Coal, Tradewater Fm ","S11, B2, P33, WKY #4 (MINING CITY & LEWISPORT COALS UNDIF)" +324EMPR,3241350,Pennsylvanian,WKY,Empire Coal ,"S11, B2" +324DNBR,3241360,Pennsylvanian,WKY,Dunbar Coal ,"S11, B2" +324EMLK,3241370,Pennsylvanian,WKY,Elm Lick Coal ,"S11, B2" +324ABRD,3241380,Pennsylvanian,WKY,Aberdeen Coal and Ss ,"S11, B2" +324AMFS,3241390,Pennsylvanian,WKY,Amos and Foster Coal Zone ,"S11, B2" +324AMBG,3241400,Pennsylvanian,EKY,"Amburgy Member, Pikeville Fm ", +324AMBGU,3241400,Pennsylvanian,EKY,Upper Amburgy Coal Zone , +324PKVL,3241400,Pennsylvanian,EKY,Pikeville Fm , +324AMBGL,3241425,Pennsylvanian,EKY,Lower Amburgy Coal Zone , +324ICEH,3241450,Pennsylvanian,WKY,"Ice House Coal, Tradewater Fm ","S11, B2, P29, WKY #3" +324EKFK,3241500,Pennsylvanian,EKY,"Elkins Fork Sh, Pikeville Fm ", +324FINN,3241500,Pennsylvanian,WKY,Finnie Ss , +324FNGR,3241500,Pennsylvanian,WKY,Finnie & Grindstaff Ss Undif ,"NW LIVINGSTON CO, ISGS 1975, B95, P165" +324LDCK,3241500,Pennsylvanian,WKY,"Lead Creek Ls Mbr, Tradewater Fm ", +324TRDTB,3241500,Pennsylvanian,WKY,"Tradewater ""B"" ", +324DRBY,3241505,Pennsylvanian,EKY,Darby , +324GRDS,3241505,Pennsylvanian,WKY,Grindstaff Ss ,"NW LIVINGSTON CO, ISGS 1975, B95, P165" +324WK02,3241510,Pennsylvanian,WKY,WKY #2 Coal,"S11, B2" +324DNFD,3241520,Pennsylvanian,WKY,Deanefield Coal ,"S11, B2" +324HWSV,3241530,Pennsylvanian,WKY,Hawesville Coal ,"S11, B2" +324DWLE,3241600,Pennsylvanian,EKY,"Dwale Shale, Pikeville Fm ", +324ELKU3,3241605,Pennsylvanian,EKY,Upper Elkhorn No. 3 Coal Zone, +324MBRH,3241620,Pennsylvanian,EKY,"Member H, Pikeville Fm ", +324ELKU2,3241625,Pennsylvanian,EKY,Upper Elkhorn No. 2 Coal Zone, +324MBRG,3241640,Pennsylvanian,EKY,"Member G, Pikeville Fm ", +324ELKU1,3241645,Pennsylvanian,EKY,Upper Elkhorn No. 1 Coal Zone, +324UNSS,3241650,Pennsylvanian,WKY,Unnamed shale & sandstone Mbr ,"NW LIVINGSTON CO, ISGS 1975, B95, P165 & AMOS, 1966, GQ-546" +324CBCK,3241660,Pennsylvanian,EKY,Campbell Creek Ls , +324CRMS,3241660,Pennsylvanian,EKY,"Crummies Shale Member, Pikeville Fm ", +324ELKL,3241665,Pennsylvanian,EKY,Lower Elkhorn Coal Zone , +324MBRF,3241680,Pennsylvanian,EKY,"Member F, Pikeville Fm ", +324LBGC,3241685,Pennsylvanian,EKY,Little Blue Gem Coal Zone , +324BELL,3241700,Pennsylvanian,WKY,"Bell Coal Bed, Tradewater Fm ",WKY #1B +324NIGR,3241700,Pennsylvanian,WKY,Niagara Sand , +324TRDTC,3241700,Pennsylvanian,WKY,"Tradewater ""C"" ", +324WLBG,3241800,Pennsylvanian,EKY,"Wheelersburg Shale, Pikeville Fm ", +324WLBGC,3241805,Pennsylvanian,EKY,Wheelersburg Coal , +324BTSI,3241900,Pennsylvanian,EKY,"Betsie Sh Mbr, Pikeville Fm ", +324TRDTD,3241900,Pennsylvanian,WKY,"Tradewater ""D"" ", +325DSMS,3250000,Pennsylvanian, ,DesMoines Series , +326ATKA,3260000,Pennsylvanian, ,Atoka Series , +327PNLVL,3270100,Pennsylvanian, ,"Pennsylvanian, Lower Part ", +327GACU,3270200,Pennsylvanian,EKY,Grundy & Alvy Creek Undif ,GROUPED BY DGM PROJECT +327GRND,3270200,Pennsylvanian,EKY,Grundy Fm , +327MNCRC,3270200,Pennsylvanian,EKY,Manchester Coal Zone , +327VCLV,3270220,Pennsylvanian,EKY,"Vancleve Member, Grundy Fm ", +327VCLVC,3270225,Pennsylvanian,EKY,Vancleve Coal , +327CRBN,3270300,Pennsylvanian,EKY,"Corbin Ss Mbr, Grundy Fm ", +327LEE,3270300,Pennsylvanian,EKY,Lee Sandstone ,NOT FORMATION NAME AFTER 1-JAN-1996 +327WK01A,3270400,Pennsylvanian,WKY,WKY #1A coal,"S11, B2" +327CSVL,3270500,Pennsylvanian,WKY,Caseyville Fm , +327PRDG,3270600,Pennsylvanian,EKY,"Partridge Shale Mbr, Grundy Fm ", +327MSONC,3270605,Pennsylvanian,EKY,Mason Coal Zone , +327MLUS,3270620,Pennsylvanian,EKY,"Molus Shale Mbr, Grundy Fm ", +327HAGYC,3270625,Pennsylvanian,EKY,Hagy Coal Zone , +327MBRD,3270640,Pennsylvanian,EKY,"Member D, Grundy Fm ", +327GRWKC,3270645,Pennsylvanian,EKY,Grayhawk Coal , +327HZPC,3270660,Pennsylvanian,EKY,"Hazel Patch Ss Mbr, Grundy Fm ", +327DVBC,3270680,Pennsylvanian,EKY,"Dave Branch Shale, Grundy Fm ", +327CLFKC,3270685,Pennsylvanian,EKY,Clear Fork Coal Zone , +327YLCK,3270690,Pennsylvanian,EKY,"Yellow Creek Ss, Grundy Fm ", +327OLVH,3270695,Pennsylvanian,EKY,Olive Hill Clay Bed (Grundy Fm?) ,"NOT PROPERLY DATED, EXACT STRATIGRAPHIC POSITION UNKNOWN " +327BEVR,3270700,Pennsylvanian,EKY,Beaver Sd , +327BIHLU,3270700,Pennsylvanian,WKY,Upper Biehl Ss , +327PNDS,3270700,Pennsylvanian,WKY,"Pounds Ss Mbr, Caseyville Fm ", +327SALT,3270700,Pennsylvanian,EKY,Salt Sd , +327SALT1,3270700,Pennsylvanian,EKY,1st Salt Sd, +327WGES,3270700,Pennsylvanian,EKY,Wages , +327UNSS,3270800,Pennsylvanian,WKY,Unnamed shale & sandstone Mbr ,"NW LIVINGSTON CO, ISGS 1975, B95, P165 & AMOS, 1966, GQ-546" +327BIHLL,3270900,Pennsylvanian,WKY,Lower Biehl Ss , +327BSPR,3270900,Pennsylvanian,WKY,"Bee Spring Ss Mbr, Caseyville Fm ", +327EPRS,3270900,Pennsylvanian,EKY,Epperson Sand , +327HRTN,3270900,Pennsylvanian,EKY,Horton , +327LVGS,3270900,Pennsylvanian,EKY,Livingston Cong , +327SALT2,3270900,Pennsylvanian,EKY,2nd Salt Sd, +327BRCK,3271100,Pennsylvanian,EKY,"Bee Rock Ss Fm, Breathitt Gp ", +327BTRC,3271100,Pennsylvanian,WKY,Battery Rock Coal ,"S11, B2" +327BTRK,3271100,Pennsylvanian,WKY,"Battery Rock Ss Mbr, Caseyville Fm ", +327JONS,3271100,Pennsylvanian,EKY,Jones Sand , +327PCRK,3271100,Pennsylvanian,EKY,"Pine Creek Ss Mbr, Bee Rock Fm ", +327PIKE,3271100,Pennsylvanian,EKY,Pike Sd , +327SALT3,3271100,Pennsylvanian,EKY,3rd Salt Sd, +327BRKG,3271120,Pennsylvanian,WKY,Breckenridge Coal ,"S11, B2" +327NOLN,3271140,Pennsylvanian,WKY,Nolin Coal ,"S11, B2" +327BRFK,3271200,Pennsylvanian,EKY,"Barren Fork Shale, Bee Rock Fm ", +327BRFKC,3271205,Pennsylvanian,EKY,Barren Fork Coal , +327RCKC,3271220,Pennsylvanian,EKY,"Rockcastle Ss Mbr, Bee Rock Fm ", +327MBRC,3271240,Pennsylvanian,EKY,"Member C, Bee Rock Fm ", +327NESE,3271245,Pennsylvanian,EKY,Naese Coal , +327AVCK,3271260,Pennsylvanian,EKY,Alvy Creek Fm , +327HNSL,3271280,Pennsylvanian,EKY,"Hensley Mbr, Alvy Creek Fm ", +327MDLB,3271280,Pennsylvanian,EKY,Middlesboro ,EQUALS SEWANEE AND WARREN POINT COMBINED +327BVCKC,3271285,Pennsylvanian,EKY,Beaver Creek Coal , +327KNOX,3271300,Pennsylvanian,EKY,Knox Sd , +327KYRK,3271300,Pennsylvanian,WKY,"Kyrock Cong Mbr, Caseyville Fm ", +327WMBG,3271300,Pennsylvanian,EKY,Williamsburg Sd , +327LUSK,3271310,Pennsylvanian,WKY,"Lusk Mbr, Caseyville Fm ","NW LIVINGSTON CO, ISGS 1975, B95, P165 & AMOS, 1966, GQ-546" +327CLCF,3271400,Pennsylvanian,EKY,"Coal Cliff Member, Alvy Creek Fm ", +327STRN2,3271405,Pennsylvanian,EKY,Stearns No. 2 Coal Zone, +327MBRA,3271420,Pennsylvanian,EKY,"Member A, Alvy Creek Fm ", +327STRN1,3271425,Pennsylvanian,EKY,Stearns No. 1 & 1.5 Coal Zone, +327SEWN,3271440,Pennsylvanian,EKY,"Sewanee Sandstone Fm, Breathitt Gp ", +327BMCK,3271460,Pennsylvanian,EKY,"Bottom Creek Fm, Breathitt Gp ", +327DKRG,3271500,Pennsylvanian,EKY,"Dark Ridge Mbr, Bottom Creek Fm ", +327CBGPC,3271505,Pennsylvanian,EKY,Cumberland Gap Coal Bed , +327CDLL,3271600,Pennsylvanian,EKY,Chadwell , +327WRCK,3271600,Pennsylvanian,EKY,White Rocks Ss , +327WRNP,3271600,Pennsylvanian,EKY,"Warren Point Ss Fm, Breathitt Gp ", +327PCNS,3271800,Pennsylvanian,EKY,Pocahontas Fm ,NOT PRESENT IN KENTUCKY +328MRRW,3280000,Pennsylvanian, ,Morrow Series , +330CHRT,3300100,Mississippian, ,Limestone and Chert Rubble , +330MSSP,3300100,Mississippian, ,Mississippian System , +331MSSPU,3310000,Mississippian, ,Upper Mississippian Series , +332CSTR,3320000,Mississippian, ,Chester Series , +332MSSPU,3320100,Mississippian, ,"Mississippian, Upper Part ", +332CSTRU,3320300,Mississippian, ,Chester (Kinkaid thru Tar Springs) ,USED WHERE FORMATION AT TOTAL DEPTH IS UNCERTAIN +332GVCC,3320300,Mississippian, ,Grove Church Sh , +332BFLW,3320500,Mississippian, ,Buffalo Wallow Fm ,KINKAID LS TO TOP OF TAR SPRINGS SS +332BLSN,3320500,Mississippian, ,Bluestone Fm , +332KDCP,3320500,Mississippian, ,"Kinkaid, Degonia, Clore, & Palestin ",Paducah area (Fluorspar District) +332KNDC,3320500,Mississippian, ,"Kinkaid, Degonia, & Clore Undif ",Fluorspar District Area +332KNKD,3320500,Mississippian, ,Kinkaid Ls , +332LHFD,3320500,Mississippian, ,Leitchfield Fm ,KINKAID LS TO TOP OF GLEN DEAN LS +332PNGT,3320500,Mississippian, ,Pennington Gp , +332PRID,3320520,Mississippian, ,Pride Shale Member , +332PRNC,3320540,Mississippian, ,Princeton Sandstone , +332HNTN,3320560,Mississippian, ,"Hinton Fm, Pennington Gp ", +332LTSG,3320560,Mississippian, ,"Little Stone Gap Mbr, Hinton Fm ", +332RVCF,3320700,Mississippian, ,Ravencliff Sd , +332MAXN,3320900,Mississippian, ,Maxon Sd , +332BRDL,3321100,Mississippian, ,Bradley Sd , +332DGON,3321300,Mississippian, ,Degonia Ss , +332DGPL,3321300,Mississippian, ,Degonia/Clore/Palestine Undif , +332CLOR,3321500,Mississippian, ,Clore Ls , +332PLSN,3321700,Mississippian, ,Palestine Ss , +332PMVW,3321700,Mississippian, ,"Palestine, Menard, Waltersburg, & Vienna ",Paducah area (Fluorspar District) +332CPMN,3321900,Mississippian, ,Chapman Sd (Stephens Sd) , +332MNRD,3321900,Mississippian, ,Menard Ls , +332MWVT,3321900,Mississippian, ,"Menard, Waltersburg, Vienna, & Tar Springs ",Paducah area (Fluorspar District) +332WLBG,3322100,Mississippian, ,Waltersburg Ss , +332WLVN,3322100,Mississippian, ,Waltersburg and Vienna Undif ,Fluorspar District Area +332STGP,3322300,Mississippian, ,"Stony Gap Mbr, Hinton Fm ", +332VINN,3322300,Mississippian, ,Vienna Ls , +332BLFD,3322400,Mississippian, ,Bluefield Fm , +332PRGN,3322420,Mississippian, ,Paragon Fm (Outcrop Belt) , +332PRGUS,3322420,Mississippian, ,Upper Shale Member (Outcrop Belt) , +332PRSL,3322420,Mississippian, ,Paragon and Slade Undif , +332PRGLS,3322440,Mississippian, ,Limestone Member (Outcrop Belt) , +332PRGDO,3322460,Mississippian, ,Dolostone Member (Outcrop Belt) , +332PRGSS,3322460,Mississippian, ,Sandstone Member (Outcrop Belt) , +332TSPG,3322500,Mississippian, ,Tar Springs Ss , +332CTCV,3322600,Mississippian, ,Carter Caves Ss , +332SLVL,3322600,Mississippian, ,Sloans Valley Member (Outcrop Belt) , +332BIGL,3323100,Mississippian, ,Big Lime , +332BNGR,3323100,Mississippian, ,Bangor Ls , +332BNHR,3323100,Mississippian, ,Bangor & Hartselle Undif , +332CSTRM,3323100,Mississippian, ,Chester (Glen Dean thru Big Clifty) ,USED WHERE FORMATION AT TOTAL DEPTH IS UNCERTAIN +332GLND,3323100,Mississippian, ,Glen Dean Ls , +332LTLM,3323100,Mississippian, ,Little Lime , +332NWMN,3323100,Mississippian, ,Newman Ls , +332NWMNU,3323100,Mississippian, ,Upper Part of Newman Ls , +332SLDE,3323100,Mississippian, ,Slade Fm , +332CVBR,3323300,Mississippian, ,"Cave Branch Bed, Slade Fm ",BASE OF UPPER PART OF SLADE FORMATION +332HBGC,3323500,Mississippian, ,Hardinsburg & Golconda Undif ,Paducah area (Fluorspar District) +332HDBG,3323500,Mississippian, ,Hardinsburg Ss , +332HRSL,3323500,Mississippian, ,Hartselle Fm , +332JONS,3323500,Mississippian, ,Jones Sd , +332PCCV,3323500,Mississippian, ,Pencil Cave ,SHALE SEPARATING LITTLE LIME AND BIG LIME +332BIGL1,3323700,Mississippian, ,Big Lime Zone 1,LOG SIGNATURE ZONE FOR BIG LIME PROJECT CORRELATIONS +332GCPB,3323700,Mississippian, ,"Golconda, Cypress, Paint Creek, & Bethel Undifferentiated ",Paducah area (Fluorspar District) +332GLCD,3323700,Mississippian, ,Golconda Fm , +332HNEY,3323700,Mississippian, ,"Haney Ls Mbr, Golconda Fm ", +332MNGL,3323700,Mississippian, ,Monteagle Ls , +332KDDR,3323900,Mississippian, ,"Kidder Ls Mbr, Monteagle Ls ", +332BCBC,3324100,Mississippian, ,Big Clifty & Beech Creek Undif , +332BGCF,3324100,Mississippian, ,"Big Clifty Ss Mbr, Golconda Fm ", +332JCKS,3324100,Mississippian, ,Jackson Sd , +332BCER,3324300,Mississippian, ,"Beech Creek, Elwren, & Reelsville Undifferentiated ", +332BECE,3324300,Mississippian, ,"Beech Creek Ls Mbr, Golconda Fm ", +332BIGL2,3324300,Mississippian, ,Big Lime Zone 2,LOG SIGNATURE ZONE FOR BIG LIME PROJECT CORRELATIONS +332BRLW,3324300,Mississippian, ,Barlow Ls , +332CSTRL,3324300,Mississippian, ,Chester (Beech Ck thru Renault) ,USED WHERE FORMATION AT TOTAL DEPTH IS UNCERTAIN +332GRKN,3324300,Mississippian, ,Girkin Fm ,"EQUALS BECE, ELWR, REVL, SMPL, BVBD, MRTN, & POLI INCLUSIVE " +332CPBR,3324500,Mississippian, ,"Cypress, Paint Creek, Bethel & Renault Undifferentiated ",Paducah area (Fluorspar District) +332CPRS,3324500,Mississippian, ,Cypress Ss , +332CYPB,3324500,Mississippian, ,"Cypress, Paint Creek, & Bethel Undifferentiated ",Fluorspar District Area +332ELWR,3324500,Mississippian, ,Elwren Ss , +332PCEK,3324700,Mississippian, ,Paint Creek Gp , +332PCEKU,3324700,Mississippian, ,Upper Paint Creek Ls , +332RESM,3324700,Mississippian, ,Reelsville & Sample Undif , +332REVL,3324700,Mississippian, ,Reelsville Ls , +332PCEKS,3324900,Mississippian, ,Paint Creek Sand , +332SMPL,3324900,Mississippian, ,Sample Ss , +332BBMT,3325100,Mississippian, ,Beaver Bend & Moretown Undif ,COMBINED UNIT DOES NOT INCLUDE PAOLI LS +332BIGL3,3325100,Mississippian, ,Big Lime Zone 3,LOG SIGNATURE ZONE FOR BIG LIME PROJECT CORRELATIONS +332BVBD,3325100,Mississippian, ,Beaver Bend Ls , +332PCEKL,3325100,Mississippian, ,Lower Paint Creek , +332PLBB,3325100,Mississippian, ,Paoli Ls to Beaver Bend Ls Undif ,"INCLUDES BEAVER BEND LS, MOORETOWN FM & PAOLI LS UNDIF " +332BNST,3325300,Mississippian, ,Benoist , +332BTHL,3325300,Mississippian, ,Bethel Ss , +332MRTN,3325300,Mississippian, ,Mooretown Fm , +332MRTNS,3325300,Mississippian, ,"Sandstone Mbr, Mooretown Fm ", +332POLI,3325500,Mississippian, ,Paoli Ls , +332RLSL,3325500,Mississippian, ,Renault Ls to St. Louis Ls Undif ,INCLUDES RNLT AND SGVV +332RLWW,3325500,Mississippian, ,Renault Ls to Warsaw Ls Undif ,"INCLUDES RNLT, SGVV, AND STLS UNDIF " +332RNLT,3325500,Mississippian, ,Renault Ls , +332RNLTL,3325500,Mississippian, ,Lower Renault , +333MRMC,3330000,Mississippian, ,Meramec Series , +333MSSPM,3330100,Mississippian, ,"Mississippian, Middle Part ", +333BIGL4,3330300,Mississippian, ,Big Lime Zone 4,LOG SIGNATURE ZONE FOR BIG LIME PROJECT CORRELATIONS +333SGVV,3330300,Mississippian, ,Ste. Genevieve Ls , +333SGVVM,3330300,Mississippian, ,"Ste. Genevieve Ls Mbr, Monteagle Ls ", +333SGVVN,3330300,Mississippian, ,"Ste. Genevieve Ls Mbr, Newman Ls ", +333LVIS,3330500,Mississippian, ,"Levias Ls Mbr, Ste. Genevieve Ls ", +333AXVS,3330700,Mississippian, ,"Aux Vases Mbr, Ste. Genevieve Ls ", +333RCLR,3330700,Mississippian, ,"Rosiclare Ss Mbr, Ste. Genevieve Ls ", +333FRDN,3330900,Mississippian, ,"Fredonia Ls Mbr, Ste Genevieve ", +333OHAR,3331100,Mississippian, ,O'Hara Lime , +333MCLK,3331300,Mississippian, ,McClosky Ls , +333MCLKA,3331500,Mississippian, ,"McClosky ""A"" ", +333MCLKB,3331700,Mississippian, ,"McClosky ""B"" ", +333MCLKC,3331900,Mississippian, ,"McClosky ""C"" ", +333LRCH,3332090,Mississippian, ,Lost River Chert , +333SLMD,3332100,Mississippian, ,St. Louis to Muldraugh Undif , +333SLSM,3332100,Mississippian, ,St. Louis to Salem Undif. ,JACKSON PURCHASE ONLY +333STLS,3332100,Mississippian, ,St. Louis Ls , +333STLSN,3332100,Mississippian, ,"St. Louis Ls Mbr, Newman Ls ", +333STLSU,3332100,Mississippian, ,"Upper Mbr, St. Louis Ls ","SURFACE TERM REQUESTED BY DGMP, SEE USGS PP 1503, P. 21" +333STLSL,3332150,Mississippian, ,"Lower Mbr, St. Louis Ls ","SURFACE TERM REQUESTED BY DGMP, SEE USGS PP 1503, P. 21" +333RNFO,3332300,Mississippian, ,"Renfro Mbr, Slade Fm ", +333SALM,3332300,Mississippian, ,Salem Ls , +333SLFP,3332300,Mississippian, ,Salem/Warsaw/Fort Payne Undif , +333SLWW,3332300,Mississippian, ,Salem/Warsaw Undifferentiated , +333SALMA,3332350,Mississippian, ,Salem 'A' zone , +333SALMB,3332500,Mississippian, ,Salem 'B' zone , +333SMRT,3332500,Mississippian, ,Somerset Sh , +333HDBG,3332700,Mississippian, ,Harrodsburg Ls , +333WRSW,3332700,Mississippian, ,Warsaw Fm , +333SCCH,3332900,Mississippian, ,"Science Hill Ss Mbr, Warsaw Fm ", +334MSSPM,3340000,Mississippian, ,Middle Mississippian Series , +337MSSPL,3370100,Mississippian, ,"Mississippian, Lower Part ", +337CNVL,3370299,Mississippian, ,"Cane Valley Ls Mbr, Ft Payne ", +337FTPN,3370299,Mississippian, ,Fort Payne Fm ,"FOR BIG LIME PROJECT, MODIFY SORT SEQ, WAS 500" +337BRDN,3370300,Mississippian, ,Borden Fm , +337INJN,3370300,Mississippian, ,Injun Sd , +337KENR,3370300,Mississippian, ,Keener , +337SBBL,3370300,Mississippian, ,Misc sands below the Big Lime ,"UNDIF SAND PAYS IN BORDEN INCLUDING INJUN, KEENER, ETC. " +337WVRL,3370300,Mississippian, ,Waverly Series , +337CRDR,3370700,Mississippian, ,Corder , +337FTPNR,3370700,Mississippian, ,"Fort Payne ""reef"" lithologies ", +337FTPNS,3370700,Mississippian, ,Fort Payne Stray , +337JABZ,3370700,Mississippian, ,"Jabez Ss Mbr, Ft Payne ","Kepferle, et al, 1980, USGS Bull 1502-A" +337KNFL,3370700,Mississippian, ,"Knifley Ss Mbr, Fort Payne Fm ", +337MLDH,3370700,Mississippian, ,"Muldraugh Mbr, Borden Fm ", +337RNFOL,3370700,Mississippian, ,Lower Renfro ,UPPERMOST BORDEN ON SELECTED QUADS +337FLKB,3370900,Mississippian, ,"Floyds Knob Bed, Borden Fm ", +337GRGR,3370900,Mississippian, ,Grainger Fm , +337HLCW,3370900,Mississippian, ,"Holtsclaw Slts Mbr, Borden Fm ", +337NADA,3370900,Mississippian, ,"Nada Mbr, Borden Fm ", +337WLDE,3370900,Mississippian, ,"Wildie Mbr, Borden Fm ", +337HLGP,3371100,Mississippian, ,"Halls Gap Mbr, Borden Fm ", +337CWBL,3371300,Mississippian, ,"Cowbell Mbr, Borden Fm ", +337NNCY,3371500,Mississippian, ,"Nancy Mbr, Borden Fm ", +337BEVR,3371700,Mississippian, ,Beaver Ls , +337FRMR,3371700,Mississippian, ,"Farmers Slts Mbr, Borden Fm ", +337WEIR,3371700,Mississippian, ,Weir Sd , +337WEIRS,3371700,Mississippian, ,Stray Weir , +337WEIR1,3371900,Mississippian, ,1st Weir, +337WEIR2,3372100,Mississippian, ,2nd Weir, +337WEIR3,3372300,Mississippian, ,3rd Weir, +337KNWD,3372500,Mississippian, ,"Kenwood Slts Mbr, Borden Fm ", +337NPNA,3372500,Mississippian, ,New Providence & New Albany Undif ,Fluorspar District Area +337NPVC,3372500,Mississippian, ,New Providence Sh , +337NPVCB,3372500,Mississippian, ,"New Providence Sh Mbr, Borden Fm ", +337NPVCF,3372500,Mississippian, ,"New Providence Sh Mbr, Ft Payne Fm ", +338OSGE,3380000,Mississippian, ,Osage Series , +339KDRK,3390000,Mississippian, ,Kinderhook Series , +339RCKF,3390100,Mississippian, ,Rockford Ls , +339SNBD,3390100,Mississippian, ,Sunbury to Bedford Undif , +339SNBR,3390100,Mississippian, ,Sunbury Sh , +339BRBD,3390300,Mississippian, ,Berea Ss and Bedford Sh Undif , +339BREA,3390300,Mississippian, ,Berea Ss , +339BDFD,3390500,Mississippian, ,Bedford Sh , +339HNBL,3390500,Mississippian, ,Hannibal Sh , +340DVNN,3400100,Devonian, ,Devonian System , +340DVNNC,3400100,Devonian, ,Devonian chert and clay ,JACKSON PURCHASE ONLY +340BBSI,3400300,Devonian, ,Berea/Black Shale Interval Combined ,"INCLUDES BEREA, BEDFORD, AND OHIO SHALE " +341DVNNU,3410100,Devonian, ,"Devonian, Upper Part ", +341CGRN,3410300,Devonian, ,Chagrin Shale ,A clastic sequence interfingering with Ohio Shale units +341CHAT,3410300,Devonian, ,Chattanooga Sh , +341CLVD,3410300,Devonian, ,"Cleveland Mbr, Ohio Sh ", +341GRCK,3410300,Devonian, ,"Grassy Creek Mbr, New Albany Sh ", +341HNBL,3410300,Devonian, ,"Hannibal Mbr, New Albany Sh ", +341NALB,3410300,Devonian, ,New Albany Sh , +341OHIO,3410300,Devonian, ,Ohio Sh , +341OHIOU,3410300,Devonian, ,"Ohio Shale, Upper Part ",Cleveland through Middle Huron Undifferentiated +341TLBD,3410500,Devonian, ,"Three Lick Bed, Ohio Sh ", +341GRDN,3410700,Devonian, ,Gordon Sand ,SANDY ZONES IN SHALE IN BOYD CO +341HURN,3410700,Devonian, ,"Huron Mbr, Ohio Sh ", +341HURNU,3410700,Devonian, ,"Upper Huron Mbr, Ohio Sh ", +341SLMR,3410700,Devonian, ,"Selmier Mbr, New Albany Sh ", +341HURNM,3410900,Devonian, ,"Middle Huron Mbr, Ohio Sh ", +341HURNL,3411100,Devonian, ,"Lower Huron Mbr, Ohio Sh ", +341JAVA,3411300,Devonian, ,Java Fm ,Olentangy and Rhinestreet Undifferentiated +341OHIOL,3411300,Devonian, ,"Ohio Shale, Lower Part ",Olentangy and Rhinestreet Undifferentiated +341OLNG,3411300,Devonian, ,"Olentangy Mbr, Ohio Sh ", +341BLCR,3411500,Devonian, ,"Blocher Mbr, New Albany Sh ", +341HRDN,3411500,Devonian, ,Hardin Ss ,DETRITAL ZONE BELOW NEW ALBANY SH +341KNBL,3411500,Devonian, ,Knob Lick Sd ,DETRITAL ZONE BELOW NEW ALBANY SHALE +341RNST,3411500,Devonian, ,"Rhinestreet Mbr, Ohio Sh ", +344DVNNM,3440100,Devonian, ,"Devonian, Middle Part ", +344BCBO,3440300,Devonian, ,Boyle Dol/Crab Orchard Undif ,ADDED FOR DIGITAL GEOLOGIC MAPPING PROJECT 11/11/97 +344BOYL,3440300,Devonian, ,Boyle Dol , +344CORN,3440300,Devonian, ,Corniferous ,MISC PRODUCING CARBONATE INTERVALS BELOW THE DEVONIAN SHALES +344CORN1,3440300,Devonian, ,1st Corniferous, +344OGHG,3440300,Devonian, ,Onondaga/Helderberg Undif ,USED WHERE ORISKANY IS MISSING +344ONDG,3440300,Devonian, ,Onondaga Ls , +344SLBG,3440300,Devonian, ,Sellersburg Ls , +344SLJF,3440300,Devonian, ,Sellersburg & Jeffersonville Undif , +344BCHD,3440500,Devonian, ,"Beechwood Ls Mbr, Sellersburg Ls ", +344SVCK,3440500,Devonian, ,"Silver Creek Ls Mbr, Sellersburg Ls ", +344CORN2,3440700,Devonian, ,2nd Corniferous, +344CORN3,3440700,Devonian, ,3rd Corniferous, +344CHCL,3440900,Devonian, ,Chert and Clay , +344GDTR,3440900,Devonian, ,Grand Tower Ls , +344JFVL,3440900,Devonian, ,Jeffersonville Ls , +344DCCK,3441100,Devonian, ,Dutch Creek Ss , +347DVNNL,3470100,Devonian, ,"Devonian, Lower Part ", +347CCEK,3470300,Devonian, ,Clear Creek Fm , +347CCGK,3470300,Devonian, ,Clear Creek and Grassy Knob Undif , +347ORSK,3470300,Devonian, ,Oriskany Ss , +347BKBN,3470500,Devonian, ,Backbone Ls , +347HDBG,3470500,Devonian, ,Helderberg Ls , +347GRKB,3470700,Devonian, ,Grassy Knob Ls , +347FLGP,3470900,Devonian, ,Flat Gap Ls , +347ROSS,3471100,Devonian, ,Ross Fm ,USED MOSTLY IN BOWLING GREEN CONS POOL AREA OF WARREN CO +350SLRN,3500100,Silurian, ,Silurian System , +351SLRNU,3510100,Silurian, ,"Silurian, Upper Part ", +351BILY,3510300,Silurian, ,Bailey Ls , +351LSTN,3510300,Silurian, ,"Liston Creek Ls Mbr, Wabash Fm ",COSUNA MIDWEST BASIN & ARCH COLS 11-15 +351SALN,3510300,Silurian, ,Salina Fm , +351WBSH,3510300,Silurian, ,Wabash Fm ,COSUNA MIDWEST BASIN & ARCH COLS 11-15 +351RNDL,3510400,Silurian, ,Randol Shale , +351DCTR,3510500,Silurian, ,Decatur Ls , +352CYGN,3520000,Silurian, ,Cayugan Series , +354SLRNM,3540000,Silurian, ,Middle Silurian Series , +355NGRN,3550000,Silurian, ,Niagaran Series , +355SLRNM,3550100,Silurian, ,"Silurian, Middle Part ", +355BRPT,3550300,Silurian, ,Brownsport Fm , +355LBLV,3550300,Silurian, ,"Lobelville Ls Mbr, Brownsport Fm ", +355MSPG,3550300,Silurian, ,Moccasin Springs Fm ,CORRELATIVE TO BROWNSPORT AND DIXON INCLUSIVE +355MSWA,3550300,Silurian, ,"Mississinewa Shale Mbr, Wabash Fm ",COSUNA MIDWEST BASIN & ARCH COLS 11-15 +355BOB,3550500,Silurian, ,"Bob Ls Mbr, Brownsport Fm ", +355BCRV,3550700,Silurian, ,"Beech River Ls Mbr, Brownsport Fm ", +355DIXN,3550900,Silurian, ,Dixon Ls , +355LCKP,3551100,Silurian, ,Lockport Dol , +355LEGO,3551100,Silurian, ,Lego Ls , +355LSVL,3551100,Silurian, ,Louisville Ls , +355SCLR,3551100,Silurian, ,St. Claire Ls ,"CORRELATIVE TO LOUISVILLE, WALDRON, AND LAUREL INCLUSIVE " +355WLDR,3551300,Silurian, ,Waldron Sh , +355BGSX,3551500,Silurian, ,Big Six Sd , +355BSHR,3551500,Silurian, ,Bisher Dol , +355KEFR,3551500,Silurian, ,Keefer Ss , +355LAUR,3551500,Silurian, ,Laurel Dol , +357SLRNL,3570100,Silurian, ,"Silurian, Lower Part ", +357CBOC,3570300,Silurian, ,Crab Orchard Fm , +357CLNT,3570300,Silurian, ,Clinton Sh , +357COBR,3570300,Silurian, ,Crab Orchard and Brassfield Undif , +357OSBR,3570300,Silurian, ,Osgood and Brassfield Undif , +357OSGD,3570300,Silurian, ,Osgood Fm , +357RHLL,3570300,Silurian, ,Rose Hill , +357CLNTS,3570500,Silurian, ,Clinton Sd , +357BRSF,3570700,Silurian, ,Brassfield Dol , +357SXCK,3570700,Silurian, ,Sexton Creek Ls , +357TCRR,3570700,Silurian, ,Tuscarora Ss , +358ALXD,3580000,Silurian, ,Alexandrian Series , +360ODVC,3600100,Ordovician, ,Ordovician System , +361ODVCU,3610100,Ordovician, ,"Ordovician, Upper Part ", +361CMBD,3610300,Ordovician, ,Cumberland Fm ,"CORRELATIVE TO DRKS, JUNT, ALCK, BLFK, & GRLK INCLUSIVE " +361DRKS,3610300,Ordovician, ,Drakes Fm , +361JUNT,3610300,Ordovician, ,Juniata Fm , +361MQKT,3610300,Ordovician, ,Maquoketa Sh , +361PCVL,3610300,Ordovician, ,"Preachersville Mbr, Drakes Fm ", +361SLUD,3610300,Ordovician, ,"Saluda Mbr, Drakes Fm ", +361SQTC,3610300,Ordovician, ,Sequatchie Fm ,CORRELATIVE TO JUNT & DRKS +361BRDS,3610500,Ordovician, ,"Bardstown Mbr, Drakes Fm ", +361RLDN,3610700,Ordovician, ,"Rowland Mbr, Drakes Fm ", +361BLFK,3610800,Ordovician, ,Bullfork Fm ,"CORRELATIVE TO CMBD, REBA, & TRRL INCLUSIVE " +361ALCK,3610900,Ordovician, ,Ashlock Fm ,"CORRELATIVE TO CMBD, LPRS, & GRLK INCLUSIVE " +361MRBG,3610900,Ordovician, ,Martinsburg Fm ,"CORRELATIVE TO BLFK, CRLK, FRVW, CLFR, & KOPE INCLUSIVE " +361RDVL,3610900,Ordovician, ,Reedsville Fm , +361REBA,3610900,Ordovician, ,"Reba Mbr, Ashlock Fm ", +361SNST,3611100,Ordovician, ,"Sunset Mbr, Ashlock Fm ", +361TRRL,3611300,Ordovician, ,"Terrill Mbr, Ashlock Fm ", +361GRLK,3611500,Ordovician, ,Grant Lake Ls ,"CORRELATIVE TO CMBD, REBA, AND TRRL " +361SGCK,3611700,Ordovician, ,"Stingy Creek Mbr, Ashlock Fm ", +361GLBR,3611900,Ordovician, ,"Gilbert Mbr, Ashlock Fm ", +361TATE,3612100,Ordovician, ,"Tate Mbr, Ashlock Fm ", +361CLCK,3612300,Ordovician, ,Calloway Creek Ls , +361FRVW,3612300,Ordovician, ,Fairview Fm , +361LPRS,3612300,Ordovician, ,Leipers Ls ,"CORRELATIVE TO SGCK, GLBR, TATE, FRVW, CLCK " +361GRRD,3612500,Ordovician, ,Garrard Ss , +361CLKO,3612700,Ordovician, ,Clays Ferry & Kope Fms Undif , +361CTYS,3612700,Ordovician, ,Catheys Fm , +361GRNV,3612700,Ordovician, ,Granville , +361KOPE,3612700,Ordovician, ,Kope Fm , +361CLFR,3612900,Ordovician, ,Clays Ferry Fm , +361PPLS,3612900,Ordovician, ,"Point Pleasant Tongue, Clays Ferry ", +362CNCN,3620000,Ordovician, ,Cincinnatian Series , +364ODVCM,3640000,Ordovician, ,Middle Ordovician Series , +365CMPL,3650000,Ordovician, ,Champlainian Series , +365ODVCM,3650100,Ordovician, ,"Ordovician, Middle Part ", +365KMCK,3650300,Ordovician, ,Kimmswick Ls , +365LXTN,3650300,Ordovician, ,Lexington Ls , +365LXTNU,3650300,Ordovician, ,"Lexington, upper part excludes TLGD ","UPPER PART OF LEXINGTON TO TOP OF GRIER, EXCLUDES TANGLEWOOD" +365SBRK,3650300,Ordovician, ,Sunnybrook , +365TLGD,3650300,Ordovician, ,"Tanglewood Ls Mbr, Lexington Ls ", +365TLGD4,3650300,Ordovician, ,Tongue of the Tanglewood ,SURFACE MAPPING UNIT FOR INTERTONGING FACIES +365TRNT,3650300,Ordovician, ,Trenton Ls , +365MLBG,3650500,Ordovician, ,"Millersburg Mbr, Lexington Ls ", +365TLGD3,3650500,Ordovician, ,Tongue of the Tanglewood ,SURFACE MAPPING UNIT FOR INTERTONGING FACIES +365DVLH,3650700,Ordovician, ,"Devils Hollow Mbr, Lexington Ls ", +365TLGD2,3650700,Ordovician, ,Tongue of the Tanglewood ,SURFACE MAPPING UNIT FOR INTERTONGING FACIES +365SLPW,3650900,Ordovician, ,"Sulphur Well Mbr, Lexington Ls ", +365BRNN,3651100,Ordovician, ,"Brannon Mbr, Lexington Ls ", +365PRVL,3651300,Ordovician, ,"Perryville Ls Mbr, Lexington Ls ", +365TLGD1,3651400,Ordovician, ,Tongue of the Tanglewood ,SURFACE MAPPING UNIT FOR INTERTONGING FACIES +365GRIR,3651500,Ordovician, ,"Grier Ls Mbr, Lexington Ls ", +365LXTNL,3651500,Ordovician, ,"Lexington, lower part GRIR to CDVL ",LOWER PART OF LEXINGTON FROM TOP OF GRIER TO BASE OF LXTN +365LOGN,3651700,Ordovician, ,"Logana Mbr, Lexington Ls ", +365CDVL,3651900,Ordovician, ,"Curdsville Ls Mbr, Lexington Ls ", +365SBRKL,3652100,Ordovician, ,Lower Sunnybrook , +365HGBG,3652300,Ordovician, ,High Bridge Gp ,"CORRELATIVE TO MCAV, TYRN, PCAV, ORGN, NLSN & PLTN INCLUSIVE" +365MCAV,3652300,Ordovician, ,"Mud Cave Bentonite, High Bridge Gp ",aka Millbrig +365PLTN,3652300,Ordovician, ,Plattin Ls , +365STRV,3652300,Ordovician, ,Stones River , +365TYOR,3652300,Ordovician, ,Tyrone and Oregon Undif , +365TYRN,3652300,Ordovician, ,"Tyrone Ls, High Bridge Gp ", +365PCAV,3652500,Ordovician, ,"Pencil Cave Bentonite, High Bridge ",aka Deicke +365HGBGL,3652700,Ordovician, ,"High Bridge Group, lower part ", +365OCPN,3652700,Ordovician, ,Oregon and Camp Nelson Undif ,SURFACE MAPPING UNIT ON A FEW CENTRAL KENTUCKY QUADRANGLES +365ORGN,3652700,Ordovician, ,"Oregon Fm, High Bridge Gp ", +365MRFB,3652900,Ordovician, ,Murfreesboro , +365NLSN,3652900,Ordovician, ,"Camp Nelson Ls, High Bridge Gp ", +365PCNC,3652900,Ordovician, ,Pecatonica Ls , +365JCHM,3653100,Ordovician, ,Joachim Fm , +365DTCN,3653300,Ordovician, ,Dutchtown Fm , +365WLCK,3653300,Ordovician, ,Wells Creek Fm , +365SPEV,3653500,Ordovician, ,St. Peter & Everton Undif ,REQUESTED BY MCN FOR ROME TROUGH PROJECT +365STPR,3653500,Ordovician, ,St. Peter Ss , +365EVRN,3653700,Ordovician, ,Everton Fm , +367ODVCL,3670000,Ordovician, ,Lower Ordovician Series , +368CNDN,3680000,Ordovician, ,Canadian Series , +368ODVCL,3680100,Ordovician, ,"Ordovician, Lower Part ", +368BKMN,3680300,Ordovician, ,"Beekmantown Dol, Upper Part Knox Gp ", +368CTTR,3680300,Ordovician, ,"Cotter Dol, Upper Part Knox Gp ", +368KNOX,3680300,Ordovician, ,Knox Gp ,INCLUDES KNOXU (ORD) AND KNOXL (CMBR) +368KNOXU,3680300,Ordovician, ,"Knox Gp, Upper Part ", +368JFRC,3680900,Ordovician, ,"Jefferson City Dol, Upper Part Knox ", +368RBDX,3681100,Ordovician, ,"Roubidoux Fm, Upper Part Knox Gp ", +368GSCD,3681300,Ordovician, ,"Gasconade Dol, Upper Part Knox Gp ", +368GNTR,3681500,Ordovician, ,"Gunter Ss, Upper Part Knox Gp ", +368RSRN,3681500,Ordovician, ,"Rose Run Sd, Upper Part Knox Gp ", +370CMBR,3700100,Cambrian, ,Cambrian System , +371CMBRU,3710000,Cambrian, ,Upper Cambrian Series , +372SCRX,3720000,Cambrian, ,St. Croixian , +372CMBRU,3720100,Cambrian, ,"Cambrian, Upper Part ", +372KNOXL,3720300,Cambrian, ,"Knox Gp, Lower Part ", +372CPRG,3720500,Cambrian, ,"Copper Ridge Dol, Lower Part Knox ", +372EMNC,3720500,Cambrian, ,"Eminence Dol, Lower Part Knox Gp ", +372CPRGL,3720700,Cambrian, ,"Copper Ridge Dol, lower unit ", +372PTSI,3720700,Cambrian, ,"Potosi Dol, Lower Part Knox Gp ", +372ELVN,3720900,Cambrian, ,"Elvins Fm, Lower Part Knox Gp ", +372KRBL,3720900,Cambrian, ,Kerbel Fm ,OHIO TERM USED IN ROME TROUGH STUDY +374CMBRM,3740000,Cambrian, ,Middle Cambrian Series , +375ALBT,3750000,Cambrian, ,Albertan Series , +375CMBRL,3750100,Cambrian, ,"Cambrian, Lower Part ", +375CNSG,3750500,Cambrian, ,Conasauga Gp , +375ECLR,3750500,Cambrian, ,Eau Claire Fm ,EQUIVALENT TO CNSG AND ROME INCLUSIVE +375ELBK,3750500,Cambrian, ,Elbrook Fm , +375MDVL,3750700,Cambrian, ,"Maynardville Ls, Conasauga Gp ", +375CNSGS,3750900,Cambrian, ,Conasauga shale , +375NCCK,3750900,Cambrian, ,"Nolichucky Sh, Conasauga Gp ", +375MRVL,3750920,Cambrian, ,"Maryville Ls, Conasauga Gp ", +375RGRV,3750940,Cambrian, ,"Rogersville Sh, Conasauga Gp ", +375RLDG,3750960,Cambrian, ,"Rutledge Ls, Conasauga Gp ", +375PPKV,3750980,Cambrian, ,"Pumpkin Valley Sh, Conasauga Gp ", +375PCNUF,3750990,Cambrian, ,Pre-Conasauga unconformity , +375ROME,3751100,Cambrian, ,Rome Fm , +375ROMEU,3751100,Cambrian, ,"Rome Fm, upper part ", +375ROMEM,3751150,Cambrian, ,"Rome Fm, middle part ", +375ROMEL,3751200,Cambrian, ,"Rome Fm, lower part ", +375MTSM,3751300,Cambrian, ,Mt. Simon Ss , +375RLFT,3751400,Cambrian, ,Reelfoot Arkose ,"Missouri term, Houseknecht, 1989" +375SHDY,3751500,Cambrian, ,Shady Dol , +375TMSN,3751500,Cambrian, ,Tomstown Dol , +375ARKS,3751700,Cambrian, ,Basal Arkose , +375BASL,3751700,Cambrian, ,"""Basal Sand"" ", +377CMBRL,3770000,Cambrian, ,Lower Cambrian Series , +378WCBN,3780000,Cambrian, ,Wacoban , +400PCMB,4000100,Precambrian, ,Precambrian Era , +400BSLT,4000300,Precambrian, ,Basalt , +400BSLT2,4000350,Precambrian, ,Second (lower) Basalt , +400BSMN,4000500,Precambrian, ,PreCambrian Crystalline Basement , +400GRVB,4000500,Precambrian, ,Grenville Basement , +400MDLR,4000600,Precambrian, ,Middle Run Fm , +400GRRY,4000700,Precambrian, ,Granite-Rhyolite Basement , \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/data/ReadMe-Table 1.csv b/apps/dashr-oil-and-gas-ternary/data/ReadMe-Table 1.csv new file mode 100755 index 000000000..797350f94 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/data/ReadMe-Table 1.csv @@ -0,0 +1,95 @@ +Eastern Kentucky Gas Production Data Set,,,,,,,,, +,,,,,,,,, +"These data were collected circa 1985 by the BDM Corporation of McLean, Virginia, under contract to the Gas Research Institute (now Gas Technology Institute, GTI), Chicago, Illinois, and include historic natural gas production by year for Devonian shale wells in eastern Kentucky. For this data set, 1984 is the most recent year available. More recent production data by well begin in 1997 with the public release of data under 805 KAR 1:180 and are available from either the KGS oil and gas well record search pages (http://kgs.uky.edu/kgsweb/DataSearching/OilGas/OGSearch.asp) or from the Kentucky Division of Oil and Gas (oilandgas.ky.gov). The historic data were made available to the Kentucky Geological Survey, University of Kentucky, a GRI contractor and served as the basis for the production data analyses appearing in the GRI contract reports published from 1986 to 1988. Staff of the Kentucky Geological Survey have identified the data and associated it with wells in the KGS online data base based on the best information available. Using that identification, production data have been associated with specific wells and completion intervals within those wells.",,,,,,,,, +,,,,,,,,, +"Frankie, W.T., Moody, J.R., and Kemper, J.R., 1986, Geologic and hydrocarbon report of Letcher County: Part 1 of 5, Hydrocarbon production from the Devonian Shale in Letcher, Knott, Floyd, Martin, and Pike Counties, eastern Kentucky: Lexington, Kentucky, Kentucky Geological Survey, Gas Research Institute contract report, contract 5084-213-0990, 59 p.",,,,,,,,, +,,,,,,,,, +"Frankie, W.T., Moody, J.R., Kemper, J.R., and Johnston, I.M., 1986, Geologic and hydrocarbon report of Knott County: Part 2 of 5, Hydrocarbon production from the Devonian Shale in Letcher, Knott, Floyd, Martin, and Pike Counties, eastern Kentucky: Lexington, Kentucky, Kentucky Geological Survey, Gas Research Institute contract report, contract 5084-213-0990, 94 p.",,,,,,,,, +,,,,,,,,, +"Frankie, W.T., Moody, J.R., Kemper, J.R., and Johnston, I.M., 1986, Geologic and hydrocarbon report of Floyd County: Part 3 of 5, Hydrocarbon production from the Devonian Shale in Letcher, Knott, Floyd, Martin, and Pike Counties, eastern Kentucky: Lexington, Kentucky, Kentucky Geological Survey, Gas Research Institute contract report, contract 5084-213-0990, 52 p.",,,,,,,,, +,,,,,,,,, +"Moody, J.R., Kemper, J.R., Johnston, I.M., and Elkin, R.R., 1987, Geologic and hydrocarbon report of Pike County: Part 5 of 5, Hydrocarbon production from the Devonian Shale in Letcher, Knott, Floyd, Martin, and Pike Counties, eastern Kentucky: Lexington, Kentucky, Kentucky Geological Survey, Gas Research Institute contract report, contract 5084-213-0990, 51 p.",,,,,,,,, +,,,,,,,,, +"Moody, J.R., Kemper, J.R., Johnston, I.M., and Elkin, R.R., 1987, The geology and the drilling and production history of the Upper Devonian Shale of Whitley, Knox, Bell, and Harlan Counties, southeastern Kentucky: Lexington, Kentucky, Kentucky Geological Survey, Gas Research Institute contract report, contract 5084-213-0990, 30 p.",,,,,,,,, +,,,,,,,,, +"Moody, J.R., Kemper, J.R., Johnston, I.M., Elkin, R.R., and Smath, R.A., 1988, The geology and the drilling and production history of the Upper Devonian Shale of Breathitt, Clay, Johnson, Leslie, Magoffin, Perry, and Wolfe Counties, east-central Kentucky: Lexington, Kentucky, Kentucky Geological Survey, Gas Research Institute contract report, contract 5084-213-0990, 50 p.",,,,,,,,, +,,,,,,,,, +"Moody, J.R., Kemper, J.R., Johnston, I.M., Elkin, R.R., Smath, R.A., and Frankie, W.T., 1988, The geology and the drilling and production history of the Upper Devonian Shale of Boyd, Carter, Elliott, Greenup, Lawrence, Lewis, Menifee, Morgan, and Rowan Counties, north-eastern Kentucky: Lexington, Kentucky, Kentucky Geological Survey, Gas Research Institute contract report, contract 5084-213-0990, 37 p.",,,,,,,,, +,,,,,,,,, +"Moody, J.R., Kemper, J.R., Johnston, I.M., Frankie, W.T., and Elkin, R.R., 1987, Geologic and hydrocarbon report of Martin County: Part 4 of 5, Hydrocarbon production from the Devonian Shale in Letcher, Knott, Floyd, Martin, and Pike Counties, eastern Kentucky: Lexington, Kentucky, Kentucky Geological Survey, Gas Research Institute contract report, contract 5084-213-0990, 50 p.",,,,,,,,, +,,,,,,,,, +These data are distributed as is with no warranty either expressed or implied as to the accuracy of the ,,,,,,,,, +production data or the identification of the wells. Users assume all liability for use of this data.,,,,,,,,, +,,,,,,,,, +This workbook was compiled and has been maintained by:,,,,,,,,, +,Brandon C. Nuttall,,,,,,,, +,Kentucky Geological Survey,,,,,,,, +,228 MMRB,,,,,,,, +,University of Kentucky,,,,,,,, +,"Lexington, KY 40506-0107",,,,,,,, +,(859) 323-0544,,,,,,,, +,bnuttall@uky.edu,,,,,,,, +,www.uky.edu/kgs,,,,,,,, +,,,,,,,,, +Well_ID sheet (basic well header and location info),,,,,,,,, +RecordNumber,KGS serial well record identifier,,,,,,,, +API_Number,API number assigned by the Division of Oil and Gas (not available for all wells),,,,,,,, +permit,Permit assigned by the Division of Oil and Gas (not available for all wells),,,,,,,, +nlat83,"North latitude, decimal degrees, NAD83",,,,,,,, +wlon83,"West longitude, decimal degrees, NAD83",,,,,,,, +elev,Surface elevation in feet above mean sea level,,,,,,,, +op,Original operator,,,,,,,, +well,Well number assigned by original operator,,,,,,,, +farm,Farm or lease name (mineral tract owner),,,,,,,, +cmpl,Completion date,,,,,,,, +TD,Total depth of well in feet,,,,,,,, +tdfm,AAPG/CSD code for formation penetrated at the total depth,,,,,,,, +result,Type of completion (usually GAS),,,,,,,, +current_op,Name of current operator if known,,,,,,,, +,,,,,,,,, +Notes:,,,,,,,,, +Wells in this table have been identified on the basis of the best information available. Some,,,,,,,,, +wells have multiple entries indicating deepenings and recompletions. There are a few wells,,,,,,,,, +that are indicated as TRM (a permit was allowed to expire or was cancelled) or D&A (original,,,,,,,,, +completion as a dry hole and subsequently abandoned) where it can only be presumed that a,,,,,,,,, +later operation drilled or re-entered and re-completed the well and no record of that,,,,,,,,, +operation exists.,,,,,,,,, +,,,,,,,,, +Completions sheet (completion interval data),,,,,,,,, +RecordNumber,KGS serial well record identifier (foreign key to Well_ID),,,,,,,, +quant,Numerical quantity of initial potential (oil) or initial open flow (gas) reported,,,,,,,, +unit,Units:,,,,,,,, +,BOPD -- barrels of oil per day (IP),,,,,,,, +,MCFGPD -- thousand cubic feet of gas per day (IOF),,,,,,,, +,MMCF -- million cubic feet of gas per day (IOF),,,,,,,, +pay_top,"Drilling depth to top of completion interval (""pay"")",,,,,,,, +btm,Drilling depth to base of completion interval,,,,,,,, +pay,AAPG/CSD code for completed formation,,,,,,,, +Remark,Freeform text field for miscellaneous remarks,,,,,,,, +,,,,,,,,, +Commingled sheet (initial open flow data for wells with multiple completion zones),,,,,,,,, +RecordNumber,KGS serial well record identifier (foreign key to Well_ID),,,,,,,, +GasMCFGPD,Gas IOF in thousand cubic feet of gas per day (MCFGPD),,,,,,,, +OilBOPD,Oil IP in barrels of oil per day (BOPD),,,,,,,, +remarks,Miscellaneous remarks,,,,,,,, +,,,,,,,,, +Note:,,,,,,,,, +"Remarks were originally recorded in a free text field, the GasMCFGPD and OilBPD info",,,,,,,,, +were parsed from this comments field.,,,,,,,,, +,,,,,,,,, +YearlyProduction sheet (production history data),,,,,,,,, +ID,Serial data record identifier,,,,,,,, +RecordNumber,KGS serial well record identifier (foreign key to Well_ID),,,,,,,, +Produces,Type of production reported (usually GAS),,,,,,,, +Year,Year of record for reported production,,,,,,,, +DaysOnLine,Reported number of days on line,,,,,,,, +VolumeMCF,Volume of produced gas in thousand cubic feet (Mcf),,,,,,,, +Time,"Serial numbering of reported production data periods (1st year=1, etc)",,,,,,,, +,,,,,,,,, +FmCodes sheet (AAPG/CSD formation code translation table),,,,,,,,, +fm_code,3-digit prefix with up to 5-character mnemonic formation code,,,,,,,, +sort_code,3-digit prefix combined with a 4-digit modifier for increased stratigraphic resolution,,,,,,,, +Era_Name,Geologic era or system (indicated by the 3-digit prefix),,,,,,,, +Coal Basin,For codes in the Pennsylvanian indicates western (WKY) or eastern (EKY) coal field,,,,,,,, +fm_name,Translated name of formation,,,,,,,, +comments,Freeform text comments often indicating usage or source of formation name,,,,,,,, \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/data/Well_ID-Table_1.csv b/apps/dashr-oil-and-gas-ternary/data/Well_ID-Table_1.csv new file mode 100755 index 000000000..9aaf54c86 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/data/Well_ID-Table_1.csv @@ -0,0 +1,384 @@ +RecordNumber,API_Number,permit,nlat83,wlon83,elev,op,well,farm,cmpl,TD,tdfm,result,current_op, +8670,16071000120000, 42331,37.463718,-82.780373,1268,"KEPCO, INC ",KL363 ,"MOORE, H L ",12-May-81,3778,357CLNT ,GAS,EQUITABLE PRODUCTION COMPANY,0 +8671,16071000100000, 41800,37.456729,-82.800344,1008,"KEPCO, INC ",KL315 ,"MARTIN, HELEN ",04-Aug-81,2906,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +8672,16071000080000, 41579,37.447254,-82.774933,1350,"KEPCO, INC ",KL309 ,"MARTIN, SPENCER ",14-Apr-81,3293,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +8674,16071000220000, 44113,37.44126,-82.764946,1404,"KEPCO, INC ",KL394 ,"WALLEN, ELIJAH ",23-Jul-81,3378,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +8675,16071000110000, 42330,37.433296,-82.828912,1209,"KEPCO, INC ",KL362 ,"MARTIN, M F ",03-Mar-82,3069,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +8677,16071000150000, 43270,37.553845,-82.715804,1034,"KEPCO, INC ",KF379 ,"DINGUS, PHILLIP ",31-Dec-81,3022,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +8724,16071000170000, 43874,37.735256,-82.794899,655,"KEPCO, INC ",KL390 ,"BURCHETT, ROBERT L ",04-Feb-82,2058,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11192,16115000010000, 27515,37.751236,-82.792287,703,KENTUCKY WEST VIRGINIA GAS CO ,1575 ,"WELLS, J K ",19-Mar-74,2032,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11257,16119000450000, 53422,37.331027,-83.021711,1101,"ASHLAND EXPLORATION, INC ",13 ,EASTERN KENTUCKY REALTY CO ,25-Jan-83,2911,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +11260,16119004000000, 37271,37.41241,-83.087809,1237,"KEPCO, INC ",1738 ,GOODLOE BROTHERS CO ,04-Aug-80,2962,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11264,16119002640000, 38853,37.404326,-83.055508,1541,"INLAND GAS CO, INC ",596 ,EVANS OIL & GAS TRUST ,17-Nov-80,3227,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +11265,16119002650000, 38854,37.41241,-83.050602,1342,"INLAND GAS CO, INC ",597 ,EVANS OIL & GAS TRUST ,28-Dec-80,3009,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +11298,16119000200000, 41935,37.393958,-82.90327,1493,"KEPCO, INC ",KF319 ,"HICKS, ISAAC ",28-Aug-81,3326,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11300,16119000180000, 41850,37.412372,-82.78287,926,"KEPCO, INC ",KL327 ,"OSBORNE, SHERWOOD ",10-Aug-81,2864,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11304,16119004760000, 39213,37.436972,-83.09166,1234,KENTUCKY WEST VIRGINIA GAS CO ,1737 ,"GOODLOE BROTHERS CO, INC ",17-Jan-81,2891,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11305,16119000060000, 36969,37.417491,-83.092597,1175,KENTUCKY WEST VIRGINIA GAS CO ,1732 ,"GOODLOE BROTHERS CO, INC ",29-Jul-80,2882,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11316,16119004700000, 37544,37.435489,-83.048856,1175,KENTUCKY WEST VIRGINIA GAS CO ,1741 ,ARIO CORP ,06-Oct-80,2825,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11318,16119002670000, 39456,37.448998,-83.03212,1007,"INLAND GAS CO, INC ",600 ,EVANS OIL & GAS TRUST ,01-Feb-81,2603,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +11320,16119002660000, 39455,37.446554,-83.015178,1019,"INLAND GAS CO, INC ",599 ,EVANS OIL & GAS TRUST ,17-Jan-81,2570,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +11322,16119000170000, 41527,37.42411,-83.03107,1365,"KEPCO, INC ",KL307 ,ARIO CORP ,22-Feb-81,3042,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11326,16119000140000, 41399,37.421061,-83.037724,1226,"KEPCO, INC ",KL60 ,ARIO CORP ,14-Mar-81,2900,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11327,16119000150000, 41466,37.427841,-83.037913,1190,"KEPCO, INC ",KL61 ,ARIO CORP ,07-Mar-81,2837,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11328,16119004910000, 37124,37.418068,-83.043519,1224,KENTUCKY WEST VIRGINIA GAS CO ,1734 ,"COMBS, PAUL C ",17-Sep-80,2926,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11332,16119003980000, 39252,37.423601,-83.058981,1280,KENTUCKY WEST VIRGINIA GAS CO ,1719 ,ARIO CORP ,26-Aug-80,2976,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +11631,16127005190000, 136,38.001052,-82.754739,915,KENTUCKY WEST VIRGINIA GAS CO ,1138 ,"MOORE, CLIFTON ",22-Sep-60,2772,355BGSX ,GAS,GAS ACQUISITION CORP ,0 +12402,16133005200000, 34605,37.145331,-82.974557,1376,KENTUCKY WEST VIRGINIA GAS CO ,1709 ,"COLLINS, ROBERT JR ",21-Sep-79,3738,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +16124,16193000310000, 44533,37.196798,-83.245092,1245,"KEPCO, INC ",KL391 ,"BAKER, JOHN ET AL ",29-Sep-81,3257,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +16189,16195000840000, 50216,37.384075,-82.622449,1722,"ASHLAND EXPLORATION, INC ",78R ,COLONY COAL & COKE CO ,27-Oct-82,4070,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16193,16195000780000, 49757,37.376962,-82.613363,1257,"ASHLAND EXPLORATION, INC ",77 ,COLONY COAL & COKE CO ,19-Jul-82,3652,341OLNG ,GAS,BLAZER ENERGY CORP ,0 +16196,16195000740000, 49364,37.349224,-82.622218,1563,"ASHLAND EXPLORATION, INC ",79R ,COLONY COAL & COKE CO ,30-Jul-82,4156,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16200,16195000860000, 50707,37.407347,-82.417872,1226,"ASHLAND EXPLORATION, INC ",6 ,"FORD, JOHN HEIRS ",17-Oct-82,4447,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16208,16195000480000, 44203,37.409801,-82.411055,1137,"ASHLAND EXPLORATION, INC ",5 ,"FORD, JOHN HEIRS ",18-Nov-81,4384,344CORN ,GAS,BLAZER ENERGY CORP ,0 +16209,16195000850000, 50706,37.398045,-82.414161,1041,"ASHLAND EXPLORATION, INC ",7 ,"FORD, JOHN HEIRS ",26-Aug-82,4060,341OHIO ,GAS,BLAZER ENERGY CORP ,0 +16210,16195000710000, 48388,37.397803,-82.399983,1258,"ASHLAND EXPLORATION, INC ",3 ,"FORD, CHARLES HEIRS ET AL ",10-Jun-82,4589,344CORN ,GAS,BLAZER ENERGY CORP ,0 +16215,16195000730000, 48846,37.387453,-82.314602,1147,"ASHLAND EXPLORATION, INC ",72 ,COLONY COAL & COKE CO ,22-May-82,4805,341OHIO ,GAS,BLAZER ENERGY CORP ,0 +16216,16195000720000, 48660,37.3701,-82.322173,1981,"ASHLAND EXPLORATION, INC ",66 ,REPUBLIC STEEL CORP ,07-Jul-82,5662,344CORN ,GAS,BLAZER ENERGY CORP ,0 +16217,16195000660000, 47750,37.366804,-82.317871,1353,"ASHLAND EXPLORATION, INC ",67 ,REPUBLIC STEEL CORP ,07-Apr-82,4731,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16218,16195001010000, 53652,37.361116,-82.317633,1750,"ASHLAND EXPLORATION, INC ",68 ,REPUBLIC STEEL CORP ,25-Feb-83,5415,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16218,16195001010000, 53652,37.361116,-82.317633,1750,"ASHLAND EXPLORATION, INC ",68 ,REPUBLIC STEEL CORP ,20-Jul-00,5380,341OLNG ,GAS,EQUITABLE PRODUCTION COMPANY ,1 +16222,16195000700000, 47998,37.494058,-82.596774,990,"ASHLAND EXPLORATION, INC ",13 ,"JAMES HATCHER LAND CO, INC ",26-Apr-82,3275,341OLNG ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16223,16195000690000, 47956,37.491672,-82.548841,1012,"ASHLAND EXPLORATION, INC ",5 ,"CASSADY, J W & VICTORIA ",06-May-82,3442,341OLNG ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16224,16195000910000, 51878,37.492448,-82.567976,970,"ASHLAND EXPLORATION, INC ",14 ,"JAMES HATCHER LAND CO, INC ",03-Nov-82,3529,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16225,16195000650000, 47626,37.483227,-82.580108,973,"ASHLAND EXPLORATION, INC ",12 ,"JAMES HATCHER LAND CO, INC ",17-Apr-82,3508,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16236,16195000610000, 46352,37.446677,-82.373348,1007,"ASHLAND EXPLORATION, INC ",15 ,MASON COAL & COKE CO ,08-Mar-82,4052,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16271,16195000570000, 45530,37.528912,-82.551276,852,"ASHLAND EXPLORATION, INC ",9 ,"WEDDINGTON, BALLARD & JOHN HEIRS",27-Jan-82,3268,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16272,16195000600000, 46178,37.50401,-82.561978,875,"ASHLAND EXPLORATION, INC ",9 ,"JAMES HATCHER LAND CO, INC ",19-Feb-82,3292,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +16274,16195000640000, 47544,37.508651,-82.576611,1223,"ASHLAND EXPLORATION, INC ",4 ,KENTUCKY WEST VIRGINIA GAS CO ,09-Aug-82,3768,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +22683,16071000090000, 41639,37.436492,-82.757577,1068,"KEPCO, INC ",KL310 ,"TURNER, ADAM ",04-Apr-82,3054,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +23294,16119000080000, 40385,37.363371,-82.971139,1396,KENTUCKY WEST VIRGINIA GAS CO ,7349 ,"CALHOUN, JOHN ",31-Dec-80,3210,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +23298,16119013240000, 53724,37.445469,-82.943973,1620,"ASHLAND EXPLORATION, INC ",47 ,"EVANS, E J ",,,000 ,TRM,BLAZER ENERGY CORP ,0 +23461,16133002840000, 37644,37.150458,-82.740761,1570,KENTUCKY WEST VIRGINIA GAS CO ,1745 ,"ELKHORN COAL CO, INC ",18-Nov-80,4329,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +27166,16071000130000, 42637,37.44068,-82.824106,1280,"KEPCO, INC ",KF359 ,"MARTIN, D D ",22-Feb-82,3157,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +28546,16193000340000, 47052,37.19474,-83.115527,1478,"KEPCO, INC ",KL429 ,"BRASHEAR, FELIX ",12-Feb-83,3644,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31254,16119000630000, 61545,37.351305,-83.006423,1637,"ASHLAND EXPLORATION, INC ",1 ,EASTERN KY REALTY-COMBS UNIT ,14-Jan-85,3397,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +31456,16133001400000, 29793,37.137493,-83.023138,1193,KENTUCKY WEST VIRGINIA GAS CO ,1618 ,"CAMPBELL, LAURA ",12-Feb-76,3571,355LCKP ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31476,16133000830000, 24373,37.120538,-83.034591,1267,KENTUCKY WEST VIRGINIA GAS CO ,1477 ,"CAMPBELL, LESS ET UX ",02-Jun-71,3671,355LCKP ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31496,16133001310000, 28011,37.10696,-83.032225,1223,KENTUCKY WEST VIRGINIA GAS CO ,1407 ,"REYNOLDS, ELIHU ET AL ",21-Aug-74,3653,355LCKP ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31499,16133001480000, 32658,37.103406,-83.013495,1388,KENTUCKY WEST VIRGINIA GAS CO ,1662 ,"CAMPBELL, MELDIE ",07-Mar-78,3852,355LCKP ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31540,16133003660000, 26426,37.119139,-82.966409,1020,KENTUCKY WEST VIRGINIA GAS CO ,7180 ,"ISON, MOSES ",28-Feb-73,3519,355LCKP ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31543,16133003670000, 26558,37.122186,-82.97298,1018,KENTUCKY WEST VIRGINIA GAS CO ,7189 ,"ISON, MOSES ",16-May-73,3500,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31559,16133001220000, 27207,37.116075,-82.973408,1350,KENTUCKY WEST VIRGINIA GAS CO ,7215 ,"ISON, MOSES ",13-Feb-74,3882,355LCKP ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31573,16133000980000, 25518,37.162264,-82.705026,1458,KENTUCKY WEST VIRGINIA GAS CO ,7158 ,MINERAL FUEL CO ,11-Oct-72,4120,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31649,16133001360000, 29206,37.176565,-82.890354,1396,KENTUCKY WEST VIRGINIA GAS CO ,1555 ,KYCOGA LAND CO ,29-Oct-75,3770,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +31744,16133002710000, 965E9,37.25853,-82.75778,1523,UNITED FUEL GAS CO ,8923 ,COLLINS HARVIE LAND CO ,19-May-60,3800,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +33069,16119000660000, 61818,37.482345,-82.96615,1594,"ASHLAND EXPLORATION, INC ",51 ,"EVANS, E J ",26-May-84,3160,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +36443,16115003190000, 16060,37.779626,-82.882295,789,KENTUCKY WEST VIRGINIA GAS CO ,1301 ,"BLAIR, ANDY ",28-May-66,2473,357RHLL ,GAS,EQUITABLE PRODUCTION COMPANY,0 +37666,16127005090000, 808E8,38.004943,-82.753297,851,KENTUCKY WEST VIRGINIA GAS CO ,1105 ,"MOORE, FOREST ",19-Mar-59,3240,357RHLL ,GAS,GAS ACQUISITION CORP,0 +37668,16127005120000, 154E9,38.008307,-82.765192,900,KENTUCKY WEST VIRGINIA GAS CO ,1115 ,"HAYES, ZEAL ",16-Jun-59,2204,344CORN ,OIL,GAS ACQUISITION CORP ,0 +37673,16127005150000, 773E9,38.015521,-82.762385,893,KENTUCKY WEST VIRGINIA GAS CO ,1122 ,"MOORE, MILTON ",20-Jan-60,1888,341OHIO ,GAS,GAS ACQUISITION CORP,0 +39069,, 4254EF,37.488107,-82.28716,1317,UNITED FUEL GAS CO ,6147 ,"DOTSON, FRANK ET AL ",12-Mar-48,4550,341OHIO ,GAS,,0 +39086,16195018640000, 829E8,37.492003,-82.258948,1617,UNITED FUEL GAS CO ,8541 ,"BALL, WILLIE ",18-May-59,4915,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39113,16195018950000, 556E8,37.393789,-82.343155,1000,UNITED FUEL GAS CO ,8663 ,KENTLAND COAL & COKE CO ,20-Dec-58,4260,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39122,16195018890000, 181E8,37.413202,-82.328897,1095,UNITED FUEL GAS CO ,8632 ,"ROWE, G C ",30-Oct-58,4324,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39137,16195012860000, 429E9,37.41842,-82.30999,871,KENTUCKY WEST VIRGINIA GAS CO ,6490 ,"ABSHIRE, A J ",07-Dec-59,4129,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +39143,16195019180000, 94E9,37.433302,-82.269629,1010,UNITED FUEL GAS CO ,8755 ,"HUNT, DEWEY ET AL ",13-Jul-59,4376,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39180,16195018090000, 2517EF,37.425781,-82.34022,943,UNITED FUEL GAS CO ,8325 ,"ROWE, G C ",18-Aug-55,4136,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39192,16195018280000, 4096E,37.474323,-82.342287,1415,UNITED FUEL GAS CO ,6141 ,"LAYNE, VICTOR ET AL ",27-Aug-49,4425,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39195,16195018400000, 87EF,37.469825,-82.330404,1482,UNITED FUEL GAS CO ,6498 ,"JUSTICE, T H ",18-Oct-49,4564,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39216,16195018650000, 5128EF,37.51128,-82.175779,1165,UNITED FUEL GAS CO ,79,KENTLAND COAL & COKE CO ,02-Feb-59,4556,341OHIO ,GAS,"COLONIAL COAL CO, INC",0 +39257,16195018500000, 3689EF,37.588656,-82.148129,981,UNITED FUEL GAS CO ,8411 ,"HATFIELD, MATTHEW ",05-Sep-57,4090,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39334,16195020990000, 338E9,37.512243,-82.071514,1141,UNITED FUEL GAS CO ,8823 ,"WOLFORD, GREEN ",23-Oct-59,4490,341OHIO ,GAS,COLUMBIA GAS TRANS CORP,0 +39366,16195018720000, 105E8,37.651156,-82.354619,1049,UNITED FUEL GAS CO ,8580 ,"STEPP, T B ",03-Sep-58,3749,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39377,16195017470000, 379E9,37.69849,-82.344816,1224,UNITED FUEL GAS CO ,8778 ,"LOWE, ESTHER ET AL ",17-Oct-59,3858,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39408,, 2165E8,37.651062,-82.336824,979,UNITED FUEL GAS CO ,8287 ,"WILLIAMSON, B F ",24-Apr-56,3674,341OHIO ,GAS,,0 +39435,16195019030000, 557E8,37.726842,-82.332334,863,UNITED FUEL GAS CO ,8685 ,"TROUT, THOMAS ",01-Nov-58,3447,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39450,16195017370000, 490E9,37.656591,-82.373402,688,UNITED FUEL GAS CO ,8866 ,"BEVINS, M L ",13-Nov-59,3350,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39455,16195017380000, 606E9,37.641673,-82.35211,977,UNITED FUEL GAS CO ,8875 ,"MAYNARD, MILLARD ",26-Dec-59,3686,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39470,, 2137EF,37.651474,-82.327499,1140,UNITED FUEL GAS CO ,8288 ,"WILLIAMSON, B F ",27-Aug-54,3824,341OHIO ,GAS,,0 +39494,16195017900000, 2103EF,37.637406,-82.444286,1272,UNITED FUEL GAS CO ,8227 ,"FEDERAL GAS, OIL & COAL CO ",25-Oct-54,3878,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39496,16195017830000, 1771EF,37.652472,-82.435406,915,UNITED FUEL GAS CO ,8167 ,"BEVINS, V E (TRUSTEE) ",04-Apr-54,3467,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39522,16195007120000, 32733,37.650824,-82.428325,1128,COLUMBIA GAS TRANSMISSION CORP ,8278 ,"BEVINS, V E ",20-Jul-78,4062,344CORN ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39527,16195018450000, 3150EF,37.663059,-82.407811,887,UNITED FUEL GAS CO ,8404 ,"FEDERAL GAS, OIL & COAL CO ",26-May-56,3500,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39530,16195019490000, 882EF,37.672022,-82.477114,1100,UNITED FUEL GAS CO ,6885 ,"WEDDINGTON, BALLARD ",18-Jan-52,3442,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39531,16195007780000, 702,37.653845,-82.382988,1031,UNITED FUEL GAS CO ,8969 ,"BEVINS, CORA B ",29-Dec-60,3714,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39550,16195019250000, 548EF,37.627841,-82.413214,1203,UNITED FUEL GAS CO ,6646 ,"BEVINS, J MONT ",31-Mar-51,3880,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39608,,,37.666627,-82.535797,950,WARFIELD NATURAL GAS CO ,5246 ,"TAYLOR, JOE ET AL ",09-Nov-43,3125,341OHIO ,GAS,,0 +39632,16195033490000, N21127,37.664842,-82.546938,920,WARFIELD NATURAL GAS CO ,5495 ,"MCCOY, GEMIMA ET AL ",12-Nov-44,3113,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39678,16195017960000, 2034EF,37.649274,-82.539422,760,UNITED FUEL GAS CO ,8252 ,"THOMPSON, E C ",03-Jul-54,2976,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +39777,16195010050000, 33136,37.555045,-82.374467,1170,KENTUCKY WEST VIRGINIA GAS CO ,1682 ,"WILLIAMS, ROBERT ",10-Apr-79,3997,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +39937,,,37.509252,-82.31615,1520,UNITED FUEL GAS CO ,5379 ,"PHILLIPS, JOHN F ",08-Dec-49,4518,341OHIO ,GAS,,0 +39943,16195019390000, 687EF,37.506694,-82.330786,1466,UNITED FUEL GAS CO ,6746 ,"PHILLIPS, JOHN F ",15-Dec-51,4427,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +40047,16195011180000, 33790,37.559664,-82.381091,1300,KENTUCKY WEST VIRGINIA GAS CO ,1691 ,"WILLIAMS, ROBERT ",29-Feb-80,4099,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +40072,, 4073EF,37.553076,-82.460898,786,UNITED FUEL GAS CO ,5852 ,"LOWE, IRVIN ET AL ",01-Sep-47,3359,341OHIO ,GAS,,0 +40085,16195009500000, 27768,37.553845,-82.384109,1021,KENTUCKY WEST VIRGINIA GAS CO ,1585 ,"WILLIAMS, ROBERT ",13-May-74,3860,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +40201,16195019480000, 948EF,37.574731,-82.477857,724,UNITED FUEL GAS CO ,6882 ,"HOWARD, SIDNEY ET AL ",31-Jul-52,3218,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +40221,16195017600000, 79E9,37.481411,-82.084712,1338,UNITED FUEL GAS CO ,8798 ,"LITZ,GEORGE W ",14-Sep-59,4884,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +40287,,,37.527391,-82.541654,665,WARFIELD NATURAL GAS CO ,4203 ,"HATFIELD, E M ",07-Jun-30,3095,341OHIO ,GAS,,0 +40288,16195017890000, 2004EF,37.529863,-82.535965,1036,UNITED FUEL GAS CO ,8201 ,"WILLIAMSON, I ",30-Jun-54,3306,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +40572,,,37.466631,-82.433032,1286,UNITED FUEL GAS CO ,4512 ,"MORRIS, K B ",13-Mar-52,3347,341OHIO ,GAS,,0 +40595,16195009550000, 29119,37.453673,-82.417225,1231,KENTUCKY WEST VIRGINIA GAS CO ,1610 ,POMPEY COAL & COKE CO ,14-Jan-76,4187,341OHIO ,O&G,EQUITABLE PRODUCTION COMPANY,0 +40616,,,37.421095,-82.491782,700,WARFIELD NATURAL GAS CO ,5465 ,"RATLIFF, R H HEIRS ",10-Oct-45,3436,341OHIO ,GAS,,0 +40625,,,37.423258,-82.476446,1025,UNITED FUEL GAS CO ,4987 ,"FIDLER, MATTIE ET AL ",21-Apr-41,3676,341OHIO ,GAS,,0 +40628,,,37.418829,-82.457102,750,WARFIELD NATURAL GAS CO ,5083 ,"JOHNSON, R S ET AL ",13-May-42,3570,341OHIO ,GAS,,0 +40646,,,37.393409,-82.442084,1150,WARFIELD NATURAL GAS CO ,5038 ,"COX, DAVID ",24-Nov-41,3878,341OHIO ,GAS,,0 +40680,16195020050000, N7334,37.381068,-82.446215,950,WARFIELD NATURAL GAS CO ,4898 ,"LONG, A C ET AL ",16-Feb-41,3859,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +40708,16195017820000, 1581EF,37.48505,-82.378422,1346,UNITED FUEL GAS CO ,8120 ,"LAYNE, C F ",12-Apr-54,4251,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +40712,16195009590000, 31136,37.482537,-82.429198,971,KENTUCKY WEST VIRGINIA GAS CO ,1641 ,"WHITIS, BEE ",25-Feb-77,3760,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +40954,,,37.440301,-82.541301,717,UNITED FUEL GAS CO ,5780 ,"ROWE, G C ",03-Jun-47,3109,341OHIO ,GAS,,0 +40956,16195018390000, 210EF,37.450238,-82.516368,951,UNITED FUEL GAS CO ,6491 ,"YORK, W C ET AL ",25-Aug-50,3439,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +40958,, 4120EF,37.456042,-82.505512,1109,UNITED FUEL GAS CO ,6183 ,"CREEKMORE, TOT RUTH ",28-May-48,3624,341OHIO ,GAS,,0 +41217,16195010100000, 34845,37.260183,-82.481147,1391,KENTUCKY WEST VIRGINIA GAS CO ,1712 ,BLAIR FORK COAL CO ,15-Nov-79,4555,341OHIO ,GAS,"QUALITY NATURAL GAS, LLC",0 +41503,, 27042,37.327978,-82.546217,1154,KENTUCKY WEST VIRGINIA GAS CO ,5960 ,"ROBERTS, JESSE ",07-Jun-74,3780,341OHIO ,GAS,,0 +45437,,,37.424265,-82.721366,1225,WARFIELD NATURAL GAS CO ,5105 ,ELKHORN COAL CORP ,10-Aug-42,3109,341OHIO ,GAS,,0 +45914,16119000740000, 65211,37.493341,-82.977604,1076,"ASHLAND EXPLORATION, INC ",54 ,"EVANS, E J ",29-Nov-84,2607,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +47015,16119018970000, 31538,37.402293,-83.104366,1432,"INLAND GAS CO, INC ",563 ,"SCHMIDT, HENRY J ",13-Mar-77,3495,357RHLL ,GAS,,0 +47016,16119002920000, 31540,37.434844,-83.120197,1385,"INLAND GAS CO, INC ",570 ,"SCHMIDT, HENRY J ",10-Mar-77,3317,357CLNTS,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +47018,16119002940000, 31876,37.433471,-83.102583,944,"INLAND GAS CO, INC ",572 ,"SCHMIDT, HENRY J ",25-Jun-77,2551,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +47021,16119002630000, 36386,37.409347,-83.059878,1512,"INLAND GAS CO, INC ",595 ,EVANS OIL & GAS TRUST ,24-Jan-80,3182,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +47022,16119002590000, 32192,37.46138,-83.044488,964,"INLAND GAS CO, INC ",581 ,EVANS OIL & GAS TRUST ,09-Jun-77,2519,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +47023,16119006670000, 33609,37.45147,-83.025902,1008,"INLAND GAS CO, INC ",594 ,"COMPTON, WILLIAM ",31-Aug-78,2598,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +47025,16119003950000, 34543,37.430244,-83.089704,1117,KENTUCKY WEST VIRGINIA GAS CO ,1708 ,"GOODLOE BROTHERS CO, INC ",24-May-79,2794,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47026,16119003940000, 34542,37.425891,-83.097211,1120,KENTUCKY WEST VIRGINIA GAS CO ,1707 ,"GOODLOE BROTHERS CO, INC ",01-Jun-79,2806,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47028,16119003880000, 32887,37.421912,-83.103162,1082,KENTUCKY WEST VIRGINIA GAS CO ,1672 ,KYCOGA LAND CO ,14-Apr-78,2756,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47205,16119003960000, 34759,37.416213,-83.051266,1552,KENTUCKY WEST VIRGINIA GAS CO ,1713 ,ARIO CORP ,19-Jun-79,3225,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47208,16119003920000, 34395,37.429172,-83.062597,1020,KENTUCKY WEST VIRGINIA GAS CO ,1703 ,ARIO CORP ,17-May-79,2713,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47209,16119003900000, 33175,37.423945,-83.078857,980,KENTUCKY WEST VIRGINIA GAS CO ,1684 ,ARIO CORP ,16-Nov-78,2682,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47210,16119011010000, 33325,37.417491,-83.079632,1173,KENTUCKY WEST VIRGINIA GAS CO ,1685 ,ARIO CORP ,09-Nov-78,2836,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47211,16119003910000, 34397,37.426632,-83.070861,998,KENTUCKY WEST VIRGINIA GAS CO ,1701 ,ARIO CORP ,10-May-79,2704,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47220,16119003460000, 26507,37.405493,-83.087292,1142,KENTUCKY WEST VIRGINIA GAS CO ,1551 ,"GOODLOE BROTHERS CO, INC ",28-Apr-73,2892,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47221,16119013640000, 31319,37.403914,-83.099311,1421,KENTUCKY WEST VIRGINIA GAS CO ,1646 ,"GOODLOE BROTHERS CO, INC ",01-Jul-77,3140,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47222,16119003490000, 32076,37.411407,-83.095502,1186,KENTUCKY WEST VIRGINIA GAS CO ,1651 ,"GOODLOE BROTHERS CO, INC ",21-Oct-77,2909,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47224,16119011780000, 32542,37.416282,-83.099857,1079,KENTUCKY WEST VIRGINIA GAS CO ,1660 ,"GOODLOE BROTHERS CO, INC ",03-Jan-78,2787,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47227,16119003480000, 31471,37.393752,-83.025159,1262,KENTUCKY WEST VIRGINIA GAS CO ,1648 ,"CARTER, GRACE ET AL ",18-May-77,2968,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47228,16119013610000, 32075,37.40147,-83.021373,1212,KENTUCKY WEST VIRGINIA GAS CO ,1650 ,"CARTER, GRACE ET AL ",27-Jul-77,2888,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47229,16119003670000, 31137,37.389472,-83.017896,1263,KENTUCKY WEST VIRGINIA GAS CO ,1642 ,"CARTER, GRACE ET AL ",15-Feb-77,2959,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47230,16119003570000, 29034,37.387453,-83.110643,1220,KENTUCKY WEST VIRGINIA GAS CO ,1609 ,"TURNER, CICLEY ET AL ",15-Oct-75,2945,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47231,16119003600000, 29653,37.392955,-83.116386,1118,KENTUCKY WEST VIRGINIA GAS CO ,1617 ,"TURNER, CICLEY ET AL ",20-Oct-75,2860,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47233,16119003930000, 34396,37.395441,-83.014257,1207,KENTUCKY WEST VIRGINIA GAS CO ,1704 ,"DOBSON, DORA ",12-Jun-79,2937,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47235,16119003990000, 36496,37.387934,-83.038066,1309,KENTUCKY WEST VIRGINIA GAS CO ,1725 ,"COMBS, DORIS B ",16-Jul-80,3023,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +47547,,,37.320335,-83.002292,1370,WARFIELD NATURAL GAS CO ,4746 ,"HARLAND, JOE ",20-Aug-37,3089,341OHIO ,GAS,,0 +47549,16119007970000, N7333,37.325369,-83.004127,1225,WARFIELD NATURAL GAS CO ,4745 ,"TIGNOR, JOE ",10-Aug-37,2932,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +49629,16127005240000, 2438,37.995744,-82.752342,900,KENTUCKY WEST VIRGINIA GAS CO ,1157 ,"BALL, MARY ",30-Jun-61,2844,357CLNT ,GAS,GAS ACQUISITION CORP ,0 +50553,,,37.326605,-82.918386,1565,WARFIELD NATURAL GAS CO ,4398 ,"ALLEN, C E ",14-Jul-34,3393,341OHIO ,GAS,,0 +50771,,,37.325781,-82.93832,1350,WARFIELD NATURAL GAS CO ,5111 ,"JONES, H B ",07-Oct-42,3131,341OHIO ,GAS,,0 +50775,,,37.317079,-82.962368,1055,WARFIELD NATURAL GAS CO ,4837 ,"CLARK, GEORGE ",18-Jun-39,2836,341OHIO ,GAS,,0 +50969,, 8849,38.02537,-82.715538,820,KENTUCKY WEST VIRGINIA GAS CO ,1231 ,"MCBRAYER, CHARLES ",15-Sep-63,2844,357CLNT ,GAS,,0 +50972,16127005250000, 2774,38.019777,-82.709604,792,KENTUCKY WEST VIRGINIA GAS CO ,1167 ,"ESTEP, WILLIAM ",22-Aug-61,2830,357CLNT ,GAS,GAS ACQUISITION CORP ,0 +50985,16119007600000, 391EF,37.236315,-82.9626,1161,UNITED FUEL GAS CO ,6514 ,"STACY, S N ET AL ",11-Jan-51,3279,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +51259,,,37.323356,-82.96552,1120,WARFIELD NATURAL GAS CO ,4755 ,"FRAZIER, LAURA ",10-Sep-37,2942,341OHIO ,GAS,,0 +51331,,,37.320335,-82.980124,1175,WARFIELD NATURAL GAS CO ,4881 ,"CROIX, W S ",29-Aug-40,2944,341OHIO ,GAS,,0 +51348,,,37.332882,-82.982187,1140,WARFIELD NATURAL GAS CO ,4709 ,"PRATT, JASPER ",12-Feb-37,2862,341OHIO ,GAS,,0 +51351,,,37.32839,-82.985912,1082,WARFIELD NATURAL GAS CO ,4744 ,"GAYHEART, L ",31-Jul-37,2805,341OHIO ,GAS,,0 +51503,16119003630000, 30110,37.230587,-82.889601,1454,KENTUCKY WEST VIRGINIA GAS CO ,1623 ,"COMBS, N L ",14-Apr-76,3628,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +51514,16119007630000, 3811EF,37.232884,-82.902115,1329,UNITED FUEL GAS CO ,8492 ,"WARD, ELBERT ",10-Jul-57,3427,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC ",0 +52246,16131007040000, 33756,37.047621,-83.218446,1418,KENTUCKY WEST VIRGINIA GAS CO ,7293 ,"CRESS, WILLIAM ",26-Dec-78,3827,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +52282,16127017590000, 5669,38.014834,-82.714464,826,KENTUCKY WEST VIRGINIA GAS CO ,1201 ,"ROBINETTE, LEE W ",17-May-62,2862,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +52970,16131003180000, 26996,37.17216,-83.24897,1166,KENTUCKY WEST VIRGINIA GAS CO ,1568 ,KYCOGA LAND CO ,26-Sep-73,3239,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +52985,16131003170000, 26739,37.169864,-83.238807,1302,KENTUCKY WEST VIRGINIA GAS CO ,1560 ,KYCOGA LAND CO ,13-Jul-73,3419,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +52989,16131003150000, 26588,37.160361,-83.215224,1442,KENTUCKY WEST VIRGINIA GAS CO ,1554 ,"EDWARDS, JOHN L ",03-May-73,3560,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +52990,16131003300000, 30102,37.143299,-83.238393,1712,KENTUCKY WEST VIRGINIA GAS CO ,1622 ,FORDSON COAL CO ,09-Mar-76,3861,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +53098,,,37.269513,-82.915518,1391,UNITED FUEL GAS CO ,6286 ,"PIGMAN, DEWITT ",22-Sep-48,3371,341OHIO ,GAS,,0 +53133,16119007610000, 46EF,37.265393,-82.88648,1370,UNITED FUEL GAS CO ,6524 ,"PIGMAN, V B , HANKS, WALTER ",05-Aug-49,3405,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +53145,16119007560000, 1301EF,37.256317,-82.902062,1337,UNITED FUEL GAS CO ,8057 ,"STAMPER, GARLAND ET AL ",30-May-53,3293,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +53159,16119003540000, 26728,37.2584,-82.904123,1102,KENTUCKY WEST VIRGINIA GAS CO ,1561 ,"FRANCIS, NOLA ET AL ",08-Jun-73,3133,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +53164,16119007690000, 838EF,37.252472,-82.897251,1710,UNITED FUEL GAS CO ,6900 ,"BLAIR, WILLIAM ",11-Feb-52,3430,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +53165,16119007660000, 827EF,37.255493,-82.907559,1240,UNITED FUEL GAS CO ,6858 ,"AMBURGEY, G C ",18-Jan-52,3196,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +53166,16119007590000, 4255E,37.273907,-82.906755,1288,UNITED FUEL GAS CO ,5833 ,"VANCE, MARTHA ",12-Oct-48,3321,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +53333,16119007650000, 390EF,37.308377,-82.856876,1186,UNITED FUEL GAS CO ,6589 ,"CAUDILL, HARDIN ",24-Nov-50,3148,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +53713,16131003230000, 27756,37.164014,-83.25374,1087,KENTUCKY WEST VIRGINIA GAS CO ,1584 ,KYCOGA LAND CO ,03-Jul-74,3137,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +53821,16131003090000, 26152,37.145853,-83.217799,1702,KENTUCKY WEST VIRGINIA GAS CO ,1539 ,"WELLS, ALBERT ",12-Feb-73,3888,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +54346,16131003240000, 28120,37.157828,-83.251801,1200,KENTUCKY WEST VIRGINIA GAS CO ,1593 ,KYCOGA LAND CO ,17-Sep-74,3276,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +55023,16119007620000, 348EF,37.28814,-82.948281,1512,UNITED FUEL GAS CO ,6527 ,"AMBURGEY, LINDSAY ",15-Sep-50,3446,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +55026,16119009800000, N10328,37.28608,-82.983161,1336,UNITED FUEL GAS CO ,5788 ,"MADDEN, SAMUEL ",06-May-47,3224,341OHIO ,GAS,COLUMBIA GAS TRANS CORP,0 +55032,16119008220000, 4070E,37.271336,-82.919244,1316,UNITED FUEL GAS CO ,5862 ,"STAMPER, BENTON ",23-Jun-48,3296,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +55033,16119007640000, 346EF,37.264844,-82.918095,1108,UNITED FUEL GAS CO ,6577 ,"BANKS, BETTIE ",04-Dec-50,3118,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +55103,,,37.310213,-82.974059,1210,WARFIELD NATURAL GAS CO ,4590 ,"PERKINS, EDGAR ",23-Feb-36,3073,341OHIO ,GAS,,0 +55104,,,37.306317,-82.956189,1625,WARFIELD NATURAL GAS CO ,5068 ,"CROFT, A C ",22-Apr-42,3351,341OHIO ,GAS,,0 +55109,,,37.28508,-82.927546,1550,WARFIELD NATURAL GAS CO ,5067 ,"DAY, LAURANIA ",25-May-42,3203,341OHIO ,GAS,,0 +55339,,,37.279589,-82.820842,1520,WARFIELD NATURAL GAS CO ,4634 ,"AMBURGEY, W T ",28-Nov-36,3555,341OHIO ,GAS,,0 +55340,16119008030000, 791E,37.316288,-82.768093,1360,WARFIELD NATURAL GAS CO ,4867 ,"MARTIN, T A ",17-Apr-40,3395,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +55342,,,37.283023,-82.800602,1642,HOWE OIL & GAS CO ,H12 ,HARVEY COLLINS LAND CO ,29-May-31,3779,344CORN ,GAS,,0 +55382,,,37.33,-82.881669,1025,WARFIELD NATURAL GAS CO ,4845 ,"SLONE, FERRELL ",19-Aug-39,2859,341OHIO ,GAS,,0 +56424,,,37.338924,-82.954356,1580,WARFIELD NATURAL GAS CO ,4995 ,"MAGGARD, S D ",22-Mar-41,3092,341OHIO ,GAS,,0 +56520,,,37.352884,-82.936086,1250,UNITED FUEL GAS CO ,5764 ,"PRATT, JASPER ",07-Mar-48,2854,341OHIO ,GAS,,0 +56626,16119012880000, N21035,37.413471,-82.82309,1400,KENTUCKY WEST VIRGINIA GAS CO ,5159 ,"TERRY, ISAAC ",31-Oct-32,3153,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +57038,,,37.423907,-82.780459,1320,WARFIELD NATURAL GAS CO ,4635 ,"PIGMAN, MARY E ",31-Aug-36,3139,341OHIO ,GAS,,0 +57123,16119000580000, 61238,37.463606,-82.953917,1572,"ASHLAND EXPLORATION, INC ",49 ,"EVANS, E J ",30-May-84,3181,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +60313,,,37.400412,-82.746902,1110,WARFIELD NATURAL GAS CO ,5197 ,ELKHORN COAL CORP ,16-Jan-44,2974,341OHIO ,GAS,,0 +60317,,,37.406692,-82.722742,1370,WARFIELD NATURAL GAS CO ,4206 ,"ELLIOTT, R C ",21-Oct-30,3331,341OHIO ,GAS,,0 +60445,,,37.395982,-82.650222,1060,WARFIELD NATURAL GAS CO ,4349 ,"HALL, MARTHA B ",18-Feb-32,3282,341OHIO ,GAS,,0 +60699,16119003860000, 34346,37.339513,-83.104747,1015,PLATEAU RESOURCE DEVELOPMENT CO ,PR1 ,"PARRIS, WM C & MARY ANN ",09-May-79,2850,344CORN ,GAS,"ROBERTS, HARRY S &/OR MCKINLEY RAY",0 +60740,,,37.480862,-82.729026,920,WARFIELD NATURAL GAS CO ,3987 ,"SPENCER, POLLY ",27-Dec-29,2758,341OHIO ,GAS,,0 +60745,16071007260000, 1006E,37.496842,-82.682127,1360,WARFIELD NATURAL GAS CO ,5024 ,ELKHORN COAL CORP ,24-Sep-41,3306,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +60776,,,37.459801,-82.730922,960,WARFIELD NATURAL GAS CO ,5679 ,ELKHORN COAL CORP ,03-Nov-45,2815,341OHIO ,GAS,,0 +60779,,,37.459763,-82.71224,1435,WARFIELD NATURAL GAS CO ,5393 ,ELKHORN COAL CORP ,17-Jul-45,3332,341OHIO ,GAS,,0 +60941,16071007520000, 3274E,37.437728,-82.702239,1260,WARFIELD NATURAL GAS CO ,5250 ,ELKHORN COAL CORP ,13-Jan-44,3220,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +61043,,,37.457278,-82.658399,1200,WARFIELD NATURAL GAS CO ,5472 ,ELKHORN COAL CORP ,17-May-45,3262,341OHIO ,GAS,,0 +61046,,,37.479626,-82.628337,1140,WARFIELD NATURAL GAS CO ,5470 ,ELKHORN COAL CORP ,03-Mar-45,3223,341OHIO ,GAS,,0 +61047,,,37.477391,-82.641135,960,WARFIELD NATURAL GAS CO ,4718 ,"NEWSOME, F W ",02-May-37,3009,341OHIO ,GAS,,0 +61048,16071005600000, 3803E,37.482266,-82.644709,870,WARFIELD NATURAL GAS CO ,5691 ,ELKHORN COAL CORP ,29-Oct-46,2932,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +61051,,,37.489925,-82.655687,895,WARFIELD NATURAL GAS CO ,5071 ,ELKHORN COAL CORP ,15-Apr-42,2923,341OHIO ,GAS,,0 +61054,,,37.497254,-82.648449,925,WARFIELD NATURAL GAS CO ,5072 ,ELKHORN COAL CORP ,22-Feb-42,2920,341OHIO ,GAS,,0 +61055,,,37.498627,-82.62644,700,WARFIELD NATURAL GAS CO ,4566 ,"STURGILL, WILLIE B ",05-Nov-35,2879,341OHIO ,GAS,,0 +61056,,,37.495057,-82.630748,895,WARFIELD NATURAL GAS CO ,5678 ,ELKHORN COAL CORP ,14-May-46,3010,341OHIO ,GAS,,0 +61063,16071006110000, N7193,37.51244,-82.762929,1070,WARFIELD NATURAL GAS CO ,4006 ,"SALISBURY, ELIZABETH ",02-May-30,2826,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +61067,,,37.54385,-82.804969,975,WARFIELD NATURAL GAS CO ,3877 ,"ALLEN, J H ",13-Aug-29,2452,341OHIO ,GAS,UNITED FUEL GAS CO ,0 +61917,,,37.501473,-82.623437,910,WARFIELD NATURAL GAS CO ,4552 ,"HOWELL, LEE ",04-Jul-35,3067,341OHIO ,GAS,,0 +62177,16071003660000, 36560,37.659075,-82.618874,867,KENTUCKY WEST VIRGINIA GAS CO ,1726 ,"GOBLE, CHRIS ",04-Mar-80,2850,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +62581,,,37.457104,-82.605732,880,WARFIELD NATURAL GAS CO ,4711 ,"OSBORNE, W T ",25-Feb-37,3089,341OHIO ,GAS,,0 +62582,,,37.465669,-82.615682,1100,WARFIELD NATURAL GAS CO ,5066 ,"KEATHLEY, GROVER C ",22-Apr-42,3339,341OHIO ,GAS,,0 +62583,,,37.464021,-82.605043,880,WARFIELD NATURAL GAS CO ,5059 ,"BUSH, M T ",21-Dec-41,3038,341OHIO ,GAS,,0 +62586,,,37.471885,-82.613738,1020,WARFIELD NATURAL GAS CO ,5065 ,"BUSH, JOHN B ",10-Aug-42,3197,341OHIO ,GAS,,0 +62587,,,37.472671,-82.623606,1059,WARFIELD NATURAL GAS CO ,4596 ,"CLARK, R B ",03-Mar-36,3268,341OHIO ,GAS,,0 +62590,16071009750000, N10662,37.554493,-82.749484,660,WARFIELD NATURAL GAS CO ,3914 ,"ALLEN, TROY ",15-Aug-29,2415,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +62592,16071015410000, N21123,37.57367,-82.748447,920,WARFIELD NATURAL GAS CO ,4305 ,"COMBS, TOWNSEL ",11-Aug-31,2643,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +62641,16071007160000, 905E,37.45769,-82.595349,1275,UNITED FUEL GAS CO ,4986 ,"ROBERTS, RHODA J ",17-Mar-41,3092,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +62701,,,37.702815,-82.680568,725,WARFIELD NATURAL GAS CO ,4650 ,"CLINE, A P ",22-Aug-36,2323,341OHIO ,GAS,,0 +62742,,,37.675232,-82.728151,795,WARFIELD NATURAL GAS CO ,4722 ,"MAYO, G W ",09-Apr-37,2405,341OHIO ,GAS,,0 +62744,,,37.696664,-82.680102,660,WARFIELD NATURAL GAS CO ,4725 ,"WARD, MALCOLM ",23-Apr-37,2500,341OHIO ,GAS,,0 +62748,,,37.691463,-82.701606,840,WARFIELD NATURAL GAS CO ,4720 ,"PORTER, BELLE ",04-May-37,2579,341OHIO ,GAS,COLUMBIA GAS TRANSMISSION CORP ,0 +62836,16071003420000, 25264,37.686629,-82.722714,743,COLUMBIA GAS TRANSMISSION CORP ,9608 ,"HARRIS, JOE T ET AL ",21-Jan-72,2591,344CORN ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +62906,,,37.366804,-82.710817,1120,WARFIELD NATURAL GAS CO ,3912 ,"MULLINS, D J ",02-Dec-29,3190,341OHIO ,GAS,,0 +63392,,,37.554669,-82.691612,692,WARFIELD NATURAL GAS CO ,4547 ,"BOYD, LINDSEY ",28-Mar-35,2592,341OHIO ,GAS,,0 +63393,,,37.558102,-82.673738,880,WARFIELD NATURAL GAS CO ,4564 ,"AKERS, B K ",13-Nov-35,2864,341OHIO ,GAS,,0 +63398,,,37.535492,-82.742639,665,WARFIELD NATURAL GAS CO ,4057 ,"STUMBO, WILLIAM ",05-Feb-30,2413,341OHIO ,GAS,,0 +63401,,,37.542173,-82.748965,740,WARFIELD NATURAL GAS CO ,3913 ,"ALLEN, N O ",10-Jul-29,2500,341OHIO ,GAS,,0 +63406,,,37.502434,-82.709308,920,WARFIELD NATURAL GAS CO ,4545 ,"MEAD, A L ",27-Feb-35,2812,341OHIO ,GAS,,0 +63816,,,37.708662,-82.649532,835,WARFIELD NATURAL GAS CO ,5091 ,"CRIDER, ELSIE ",16-Apr-42,2704,341OHIO ,GAS,,0 +63819,,,37.68965,-82.638344,840,WARFIELD NATURAL GAS CO ,5092 ,"MAYNARD, TAULBEE ",21-Apr-42,2663,341OHIO ,GAS,,0 +63931,16159005020000, 2117EF,37.741474,-82.564742,1077,UNITED FUEL GAS CO ,8228 ,"CLINE, DOLLIE ",19-Aug-54,3129,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +63936,, 947EF,37.736217,-82.500346,718,UNITED FUEL GAS CO ,6665 ,"MUNCY, HOMER ET AL ",13-Oct-53,2959,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +64006,16159004970000, 1634EF,37.701883,-82.566265,841,UNITED FUEL GAS CO ,8119 ,"RUMSEY, GEORGE A ET AL ",20-Nov-53,2962,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +64007,16159004960000, 1573EF,37.697489,-82.523623,1252,UNITED FUEL GAS CO ,8101 ,"RUMSEY, GEORGE A ET AL ",20-Mar-54,3421,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +64008,16159005140000, 4384E,37.716077,-82.567751,765,UNITED FUEL GAS CO ,6311 ,"MCCOY, P P ET AL ",27-Jun-58,4102,357CLNTS,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +64032,16159002840000, 36771,37.727484,-82.577871,1090,PLATEAU RESOURCE DEVELOPMENT CO ,6 ,"BLACKBURN, FOCH ",23-Jan-80,3328,341OHIO ,GAS,INTERSTATE NATURAL GAS CO ,0 +64680,,,37.560449,-82.647118,650,WARFIELD NATURAL GAS CO ,4581 ,"STRATTON, R P HEIRS ",29-Nov-35,2710,341OHIO ,GAS,,0 +64751,,,37.507103,-82.666027,1210,WARFIELD NATURAL GAS CO ,4522 ,"MARTIN, NOAH ",06-Oct-34,3187,341OHIO ,GAS,,0 +64753,16071006680000, 69,37.503433,-82.657584,690,WARFIELD NATURAL GAS CO ,4380 ,"HAMILTON, JOHN N ",11-Sep-33,2702,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC ",0 +65079,,,37.865019,-82.479523,1080,WARFIELD NATURAL GAS CO ,1863 ,"COLLINSWORTH, M D ",24-Dec-30,3048,341OHIO ,GAS,,0 +65086,,,37.874631,-82.479956,1010,WARFIELD NATURAL GAS CO ,4703 ,"COLLINSWORTH, M D ",27-Mar-37,2967,341OHIO ,GAS,,0 +65167,, 4259EF,37.828528,-82.450519,1040,UNITED FUEL GAS CO ,6257 ,"RATLIFF, W V ",15-Jan-48,3059,341OHIO ,GAS,,0 +65186,,,37.807003,-82.476411,950,WARFIELD NATURAL GAS CO ,5046 ,"FEDERAL GAS, OIL & COAL CO ",10-Feb-42,3045,341OHIO ,GAS,,0 +65187,,,37.814058,-82.479872,1150,WARFIELD NATURAL GAS CO ,5034 ,"BLANKENSHIP, A B ",06-Oct-41,3181,341OHIO ,GAS,,0 +65189,,,37.823258,-82.422206,700,WARFIELD NATURAL GAS CO ,2577 ,"ROSS, FRANK ",16-May-23,2711,341OHIO ,GAS,,0 +65313,,,37.838963,-82.470476,860,WARFIELD NATURAL GAS CO ,1564 ,"KIRK, J D ",22-Jan-26,2604,341OHIO ,GAS,,0 +65315,,,37.813646,-82.465109,1050,WARFIELD NATURAL GAS CO ,4539 ,"KIRK, J D ",07-Jan-35,3144,341OHIO ,GAS,,0 +65546,,,37.769784,-82.485625,735,UNITED FUEL GAS CO ,6510 ,"MOORE, J G ",07-Mar-49,3001,341OHIO ,GAS,,0 +65571,,,37.809897,-82.462903,1010,WARFIELD NATURAL GAS CO ,5045 ,"FEDERAL GAS, OIL & COAL CO ",08-Nov-41,3190,341OHIO ,GAS,,0 +65593,16159002400000, 31020,37.775878,-82.494164,934,COLUMBIA GAS TRANSMISSION CORP ,20336 ,COLUMBIA GAS TRANSMISSION CORP ,07-Nov-76,3441,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +65619,16159002820000, 34540,37.774631,-82.452802,759,PLATEAU RESOURCE DEVELOPMENT CO ,PR4 ,"JUDE, JOHN E ",15-Jun-79,3178,341OHIO ,GAS,INTERSTATE NATURAL GAS CO ,0 +65652,16159005480000, 686EF,37.755453,-82.448486,740,UNITED FUEL GAS CO ,6757 ,"HOWARD, J H ",08-Sep-51,3117,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +65654,16159005030000, 3733EF,37.752844,-82.436487,935,UNITED FUEL GAS CO ,8290 ,"TRIPLETT, KIZZIE ",07-Aug-57,3378,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +65657,16159005490000, 814EF,37.761821,-82.460916,778,UNITED FUEL GAS CO ,6780 ,"FREDERICK, SARAH ET AL ",13-Nov-51,3100,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +65660,16159014480000, 362E0,37.785668,-82.385929,976,UNITED FUEL GAS CO ,8769 ,"FERRELL, ELSIE ET AL ",01-Sep-60,3454,341OHIO ,GAS,,0 +65661,16159004850000, 802E9,37.784598,-82.396234,691,UNITED FUEL GAS CO ,8781 ,"EVANS, OCTAVIA ET AL ",09-Jan-60,3164,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +65673,16159002420000, 33158,37.753806,-82.385967,802,COLUMBIA GAS TRANSMISSION CORP ,20461 ,POCAHONTAS KENTUCKY CORP ,07-Aug-78,3665,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +65714,16159004980000, 1717EF,37.790983,-82.382335,1026,UNITED FUEL GAS CO ,8130 ,GOFF HEIRS ,11-Mar-54,3478,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +65714,16159004980000, 1717EF,37.790983,-82.382335,1026,UNITED FUEL GAS CO ,8130 ,GOFF HEIRS ,08-Jan-99,3478,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",1 +65834,16159005070000, 559E,37.920786,-82.496707,860,UNITED FUEL GAS CO ,,"FAIRCHILD, J R ",22-May-57,2825,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +66056,16159002520000, 795,37.748451,-82.360862,1397,UNITED FUEL GAS CO ,8956 ,GOFF HEIRS ,31-Jan-61,3966,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +66069,16159005340000, 787E8,37.747254,-82.342392,910,UNITED FUEL GAS CO ,8673 ,"GOFF, J B HEIRS ",22-Jan-59,3465,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +66261,16159003840000, 33603,37.698627,-82.473751,1166,COLUMBIA GAS TRANSMISSION CORP ,20372 ,POCAHONTAS KENTUCKY CORP ,14-Sep-78,3804,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +66346,16159002440000, 33449,37.670885,-82.454706,1042,COLUMBIA GAS TRANSMISSION CORP ,20586 ,POCAHONTAS LAND CORP ,04-Sep-78,3886,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +66347,16159003820000, 31155,37.694508,-82.43869,740,COLUMBIA GAS TRANSMISSION CORP ,20337 ,POCAHONTAS LAND CORP ,16-Nov-76,3602,341OHIO ,GAS,NEW RIVER ENERGY CORPORATION,0 +66720,16159002460000, 32581,37.702433,-82.438767,711,COLUMBIA GAS TRANSMISSION CORP ,20460 ,POCAHONTAS LAND CORP ,23-Sep-77,3365,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +66722,16159003830000, 33602,37.734805,-82.391152,928,COLUMBIA GAS TRANSMISSION CORP ,20371 ,POCAHONTAS KENTUCKY CORP ,16-Aug-78,3372,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +67140,,,37.673807,-82.652246,636,WARFIELD NATURAL GAS CO ,4736 ,"HUNT, ANGIE ",10-Jul-37,2496,341OHIO ,GAS,,0 +67143,16071007470000, 3228E,37.351511,-82.756709,1172,WARFIELD NATURAL GAS CO ,5196 ,ELKHORN COAL CORP ,17-Jul-43,3068,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +67207,16159005230000, 3916EF,37.772052,-82.329912,920,UNITED FUEL GAS CO ,8482 ,"MAYNARD, HENRY ",12-Oct-57,3491,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +67211,16159004830000, 944E8,37.781411,-82.369088,787,UNITED FUEL GAS CO ,8779 ,"MURPHY, TILDA ET AL ",13-Mar-59,3256,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +67234,16159002620000, 23905,37.750648,-82.37179,1035,UNITED FUEL GAS CO ,9599 ,"FEDERAL GAS, OIL & COAL CO ",11-Dec-70,3585,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +67645,16159009670000, N21125,37.940566,-82.505334,820,WARFIELD NATURAL GAS CO ,5310 ,"FEDERAL GAS, OIL & COAL CO ",04-Jan-44,2763,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +67650,,,37.920192,-82.505593,700,WARFIELD NATURAL GAS CO ,4887 ,"WILES, E D ",08-Aug-40,2674,341OHIO ,GAS,,0 +67651,,,37.918864,-82.520307,880,WARFIELD NATURAL GAS CO ,4728 ,"FAIRCHILD, J R ",19-May-37,2788,341OHIO ,GAS,,0 +67686,,,37.903021,-82.515973,950,WARFIELD NATURAL GAS CO ,5047 ,"BLACKBURN, CALLIE ",01-Dec-41,2927,341OHIO ,GAS,,0 +67700,16159009950000, 3538E,37.914288,-82.513421,1040,WARFIELD NATURAL GAS CO ,5449 ,FEDERAL COAL AND COKE CO ,28-Oct-44,3029,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +67754,16159002810000, 34439,37.890542,-82.581601,683,PLATEAU RESOURCE DEVELOPMENT CO ,3 ,"HINKLE, ORAN & RUBY ",18-May-79,2628,341OHIO ,GAS,INTERSTATE NATURAL GAS CO ,0 +67874,,,37.897897,-82.515241,880,WARFIELD NATURAL GAS CO ,5048 ,"RICHMOND, B F ET AL ",28-Feb-42,2842,341OHIO ,GAS,,0 +67876,16159006310000, 158,37.883839,-82.551434,623,WARFIELD NATURAL GAS CO ,4391 ,"ROBINSON, VIRGIE ",20-Apr-34,2605,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC ",0 +67877,,,37.899064,-82.533121,790,WARFIELD NATURAL GAS CO ,4530 ,"BLACKBURN, CALLIE ",24-Sep-34,2745,341OHIO ,GAS,,0 +67879,,,37.893915,-82.533553,800,WARFIELD NATURAL GAS CO ,5249 ,"FEDERAL GAS, OIL & COAL CO ",09-Aug-43,2797,341OHIO ,GAS,,0 +67882,16159006550000, N7313,37.887821,-82.526797,820,WARFIELD NATURAL GAS CO ,4615 ,"FEDERAL GAS, OIL & COAL CO ",12-Sep-36,2845,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +67884,,,37.897691,-82.506976,1038,WARFIELD NATURAL GAS CO ,5443 ,"FEDERAL GAS, OIL & COAL CO ",28-Aug-44,2997,341OHIO ,GAS,,0 +68072,16195011210000, 36797,37.668864,-82.566235,740,KENTUCKY WEST VIRGINIA GAS CO ,1730 ,"TAYLOR, J M ",01-Jul-80,2910,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +68129,,,37.856385,-82.502598,780,WARFIELD NATURAL GAS CO ,4598 ,"STEPP, AARON ",12-Mar-36,2711,341OHIO ,GAS,,0 +68132,,,37.847417,-82.598837,740,KENTUCKY WEST VIRGINIA GAS CO ,5112 ,"MILLS, L T ",,484,327SALT ,GAS,,0 +68288,16159007560000, 3697E,37.778624,-82.506098,900,WARFIELD NATURAL GAS CO ,5601 ,"FEDERAL GAS, OIL & COAL CO ",03-Feb-46,3054,341OHIO ,GAS,"CHESAPEAKE APPALACHIA, LLC",0 +69114,16195010060000, 38468,37.58505,-82.522275,918,KENTUCKY WEST VIRGINIA GAS CO ,1693 ,"MILLER, EUGENE ET AL ",04-Sep-80,3315,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +70031,,,37.433059,-82.57011,830,WARFIELD NATURAL GAS CO ,5082 ,"AKERS, GEORGE W ",17-Jul-42,3201,341OHIO ,GAS,,0 +70124,,,37.464195,-82.571145,870,WARFIELD NATURAL GAS CO ,4563 ,"MOORE, HENRY ",13-Nov-35,3217,341OHIO ,GAS,,0 +70438,16195013610000, 32089,37.488516,-82.398145,1238,KENTUCKY WEST VIRGINIA GAS CO ,7255 ,"CHARLES, H G ",25-Oct-77,4115,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +70630,16115004300000, 27122,37.71591,-82.901355,823,KENTUCKY WEST VIRGINIA GAS CO ,7211 ,"COLLINS, J W ",05-Jan-73,2663,357CLNT ,GAS,EQUITABLE PRODUCTION COMPANY,0 +70632,16115003180000, 14458,37.727771,-82.885639,755,KENTUCKY WEST VIRGINIA GAS CO ,1279 ,"JOHNSON, BUEL ",20-Sep-65,1755,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +70633,16115004290000, 26590,37.723792,-82.903689,819,KENTUCKY WEST VIRGINIA GAS CO ,7188 ,"RICE, B G ",19-Apr-73,2642,357RHLL ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71680,,,37.891229,-82.601559,806,KENTUCKY WEST VIRGINIA GAS CO ,5137 ,"BOYD, WILLIAM ",10-Apr-31,2636,341OHIO ,GAS,,0 +71688,,,37.837822,-82.664034,1050,KENTUCKY WEST VIRGINIA GAS CO ,5785 ,"YORK, J F ",09-Feb-48,2590,341OHIO ,GAS,,0 +71787,16115008780000, N1257,37.765843,-82.67607,669,KENTUCKY WEST VIRGINIA GAS CO ,5505 ,"COLLINS, J M ",20-Mar-44,2317,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY ,0 +71790,16115007960000, N20868,37.769646,-82.688055,780,KENTUCKY WEST VIRGINIA GAS CO ,5523 ,"PORTER, MARY C ",27-Jun-44,2306,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71791,16115008040000, N21083,37.771061,-82.669694,740,KENTUCKY WEST VIRGINIA GAS CO ,5532 ,"WELLS, ALBERT G ",15-Jun-44,2394,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71809,16115007900000, N20369,37.740897,-82.698841,700,KENTUCKY WEST VIRGINIA GAS CO ,5610 ,"CLARK, SAM ",28-Nov-45,3065,357CLNT ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71810,16115007910000, N20370,37.748902,-82.712863,630,KENTUCKY WEST VIRGINIA GAS CO ,5679 ,"CLARK, SAM ",04-Nov-46,2112,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71815,16115008010000, N21081,37.738648,-82.692064,790,KENTUCKY WEST VIRGINIA GAS CO ,5629 ,"WELLS, HENRY C HEIRS ",22-Apr-46,2413,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71819,16115008050000, N21084,37.748449,-82.680273,670,KENTUCKY WEST VIRGINIA GAS CO ,5493 ,"WELLS, G W ",28-Jan-44,2365,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71820,16115004260000, 18808,37.749409,-82.68909,902,KENTUCKY WEST VIRGINIA GAS CO ,6972 ,"WELLS, G W ",14-Jul-67,2503,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71823,16115007990000, N20973,37.744178,-82.678838,680,KENTUCKY WEST VIRGINIA GAS CO ,5571 ,"SPEARS, A M ",31-Jan-45,2330,341OHIO ,GAS,,0 +71907,16115007930000, N20433,37.761518,-82.691116,670,KENTUCKY WEST VIRGINIA GAS CO ,5522 ,"DAVIS, G W ",18-Apr-44,2239,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +71927,16115009680000, N2904,37.760652,-82.667409,720,KENTUCKY WEST VIRGINIA GAS CO ,5474 ,"WELLS, ALLEN C ",07-Sep-43,2418,341OHIO ,GAS,"BEECH FORK PROCESSING, INC",0 +72075,16115007950000, N20817,37.834252,-82.675941,670,KENTUCKY WEST VIRGINIA GAS CO ,5827 ,"MOLLETT, WILLIAM E ",09-Aug-48,2146,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +72132,,,37.845332,-82.672294,900,KENTUCKY WEST VIRGINIA GAS CO ,5817 ,WHITEHOUSE CANNEL COAL CO ,02-Jun-48,2598,341OHIO ,GAS,,0 +74355,16153023530000, N11091,37.548078,-82.92747,1020,KENTUCKY WEST VIRGINIA GAS CO ,167 ,"SHEPHERD, J B ",,2365,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +74369,,,37.548133,-82.92747,1020,KENTUCKY WEST VIRGINIA GAS CO ,167 ,"SHEPHERD, JOHN ",31-Dec-26,1300,327SALT3,D&A,,0 +74625,16153011310000, 25913,37.563605,-82.937531,1079,KENTUCKY WEST VIRGINIA GAS CO ,1003 ,"WIREMAN, AMOS ",27-Oct-72,3022,357RHLL ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75042,16153023640000, N20574,37.591092,-82.918047,980,KENTUCKY WEST VIRGINIA GAS CO ,854 ,"GREEN, GRANT ",18-Jul-47,2255,341OHIO ,GAS,,0 +75181,16153014090000, 96EF,37.595057,-82.911145,1054,KENTUCKY WEST VIRGINIA GAS CO ,5891 ,"HOWARD, WILLIAM ",02-Aug-49,1223,332MAXN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75183,16153023630000, 1193EF,37.587041,-82.899655,1205,KENTUCKY WEST VIRGINIA GAS CO ,850 ,"COLLINS, M M ",26-Jan-53,2559,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75187,16153014110000, 193EF,37.590845,-82.905924,1111,KENTUCKY WEST VIRGINIA GAS CO ,5928 ,"HOWARD, WILLIAM ",27-Apr-50,2385,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75188,16153014100000, 141EF,37.599272,-82.904544,1171,KENTUCKY WEST VIRGINIA GAS CO ,5911 ,"HOWARD, WILLIAM ",23-Nov-49,2454,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75264,,,37.532263,-82.923793,1180,KENTUCKY WEST VIRGINIA GAS CO ,227 ,"SHEPHERD, WILLIAM ",25-Oct-27,2564,341OHIO ,GAS,,0 +75265,16153011240000, 8910,37.525603,-82.92529,1077,KENTUCKY WEST VIRGINIA GAS CO ,278 ,"SHEPHERD, WILLIAM ",06-Jul-63,2482,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75857,16193005100000, 13732,37.181644,-83.040083,1327,KENTUCKY WEST VIRGINIA GAS CO ,6885 ,"BRASHEAR, WILLIAM C ",04-Nov-65,3587,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75879,16193005330000, 17910,37.167504,-83.054143,1456,KENTUCKY WEST VIRGINIA GAS CO ,6948 ,"FIELDS, WILLIAM ",04-Jan-67,3738,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75885,16193006030000, 30291,37.179007,-83.051947,1321,KENTUCKY WEST VIRGINIA GAS CO ,7246 ,"FIELDS, WILLIAM ",26-Mar-76,3592,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +75908,,,37.550412,-82.91339,1257,KENTUCKY WEST VIRGINIA GAS CO ,296 ,"WIREMAN, NANCY J ",25-May-30,2632,341OHIO ,GAS,,0 +76119,16193003300000, 26387,37.077179,-83.085621,1363,KENTUCKY WEST VIRGINIA GAS CO ,1550 ,"MINIARD, DENVER ",01-Mar-73,3807,344CORN ,GAS,,0 +76122,16193006070000, 32264,37.06241,-83.085218,1493,KENTUCKY WEST VIRGINIA GAS CO ,7257 ,KENTUCKY UNION CO ,24-Oct-77,4005,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +76127,16193002520000, 23415,37.079527,-83.07976,1337,KENTUCKY WEST VIRGINIA GAS CO ,1435 ,"HALCOMB, ARCH, ET AL ",04-Jun-70,3778,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +76461,16193005880000, 27892,37.107416,-83.06118,1302,KENTUCKY WEST VIRGINIA GAS CO ,7229 ,"RIDDLE, JAMES ",09-Apr-75,3720,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +76470,16193002350000, 21941,37.092953,-83.118682,1253,KENTUCKY WEST VIRGINIA GAS CO ,1403 ,"EBLEN, M K ",15-May-69,3621,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +76474,16193006050000, 30819,37.087272,-83.093582,1662,KENTUCKY WEST VIRGINIA GAS CO ,7250 ,KENTUCKY UNION CO ,04-Jun-76,4137,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +76498,16193003370000, 30449,37.087547,-83.08377,1229,KENTUCKY WEST VIRGINIA GAS CO ,1626 ,"HORN, JESSIE AND LUCRETIA COMBS ",30-Apr-76,3656,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +76508,16193002420000, 22205,37.096018,-83.092458,1309,KENTUCKY WEST VIRGINIA GAS CO ,1413 ,"HORN, JESSIE AND LUCRETIA COMBS ",10-Sep-69,3690,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +76587,16193002230000, 20320,37.115596,-83.089574,1222,KENTUCKY WEST VIRGINIA GAS CO ,1363 ,"CORNETT, ASBEL ",25-Jun-68,3610,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +76607,16193002410000, 22210,37.111943,-83.105829,1226,KENTUCKY WEST VIRGINIA GAS CO ,1412 ,"CORNETT, CARRIE 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,7017 ,"HALL, JAMES M ",20-Aug-68,3784,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +77476,16115004250000, 18390,37.722666,-82.889268,815,KENTUCKY WEST VIRGINIA GAS CO ,6959 ,"RICE, A J ",15-Jun-67,2682,357CLNT ,GAS,EQUITABLE PRODUCTION COMPANY,0 +78732,16193005700000, 25357,37.229583,-83.253331,1038,KENTUCKY WEST VIRGINIA GAS CO ,7152 ,"FIELDS, W C ",28-Feb-72,2923,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +78733,16193005790000, 26480,37.220718,-83.265722,1130,KENTUCKY WEST VIRGINIA GAS CO ,7182 ,"SHEPHERD, J M ",05-Feb-73,3041,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +78746,16193005810000, 26626,37.242199,-83.270962,1239,KENTUCKY WEST VIRGINIA GAS CO ,7190 ,"STACY, ALFRED ",09-May-73,3045,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +78747,16193008490000, 26791,37.249518,-83.272816,1194,KENTUCKY WEST VIRGINIA GAS CO ,7201 ,"STACY, F S ",31-Jul-73,2999,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +78819,16193005770000, 26129,37.238277,-83.261239,1100,KENTUCKY WEST VIRGINIA GAS CO ,7173 ,"FIELDS, B T ",16-Nov-72,2982,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +78820,16193005710000, 25491,37.238509,-83.252645,998,KENTUCKY WEST VIRGINIA GAS CO ,7156 ,"FIELDS, B T ",30-May-72,2862,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +78828,16193003360000, 30219,37.383127,-83.125053,932,KENTUCKY WEST VIRGINIA GAS CO ,1624 ,"TURNER, CICLEY ETAL ",14-Apr-76,2628,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +78904,16193005110000, 13803,37.190912,-83.135713,1147,KENTUCKY WEST VIRGINIA GAS CO ,6887 ,"BRASHEARS, JOHN J ",25-Aug-65,3318,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79003,16193002440000, 22245,37.162959,-83.209118,1385,KENTUCKY WEST VIRGINIA GAS CO ,1416 ,FORDSON COAL CO ,12-Aug-69,3562,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79265,16193005290000, 16641,37.184252,-83.177392,1639,KENTUCKY WEST VIRGINIA GAS CO ,6935 ,"DAVIS, R O ",26-Jul-66,3820,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79268,16193005300000, 16971,37.170881,-83.182026,1315,KENTUCKY WEST VIRGINIA GAS CO ,6936 ,"PRATT, JAMES D ",26-Aug-66,3516,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79456,16193005570000, 21738,37.182235,-83.186731,1507,KENTUCKY WEST VIRGINIA GAS CO ,7037 ,"MILLER, W H ",19-Feb-69,3657,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79489,16193005730000, 25701,37.133608,-83.192967,1412,KENTUCKY WEST VIRGINIA GAS CO ,7162 ,"RAWLINS, J L ",30-Jun-72,3637,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79499,16193002480000, 22625,37.160718,-83.20204,1385,KENTUCKY WEST VIRGINIA GAS CO ,1424 ,FORDSON COAL CO ,21-Oct-69,3556,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79722,16193005840000, 26771,37.330613,-83.177382,1237,KENTUCKY WEST VIRGINIA GAS CO ,7200 ,"COMBS, HARRISON ",31-Aug-73,3011,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79800,16193005830000, 26772,37.304187,-83.208655,1116,KENTUCKY WEST VIRGINIA GAS CO ,7197 ,"NAPIER, N N ",20-Jun-73,2915,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79802,16193005800000, 26515,37.304889,-83.198006,1239,KENTUCKY WEST VIRGINIA GAS CO ,7186 ,"COMBS, JACKSON ",28-Mar-73,3037,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79804,16193005850000, 27016,37.332261,-83.184775,1250,KENTUCKY WEST VIRGINIA GAS CO ,7208 ,"NAPIER, T G ",29-Oct-73,2972,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79871,16193005780000, 26331,37.297391,-83.196391,1128,KENTUCKY WEST VIRGINIA GAS CO ,7176 ,"COMBS, JACKSON ",23-Dec-72,2951,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +79877,16193004330000, 25642,37.295427,-83.172059,1007,KENTUCKY WEST VIRGINIA GAS CO ,6725 ,"GODSEY, WILLIAM W ",05-Jul-72,2901,344CORN ,GAS,"JOURNEY OPERATING, LLC",0 +80097,16193002450000, 22263,37.112778,-83.125715,1420,KENTUCKY WEST VIRGINIA GAS CO ,1417 ,"SHELL, CHARLIE ET UX ",11-Sep-69,3730,344CORN ,GAS,EQUITABLE PRODUCTION COMPANY,0 +80159,16193006090000, 32781,37.325575,-83.154814,1422,KENTUCKY WEST VIRGINIA GAS CO ,7265 ,"BREWER, WILLIAM ",30-May-78,3257,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81307,16115003220000, 20165,37.813052,-82.85421,627,KENTUCKY WEST VIRGINIA GAS CO ,1357 ,"CONLEY, ELMER G ",22-Feb-68,2308,355BGSX ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81318,16115003230000, 20544,37.81804,-82.853168,833,KENTUCKY WEST VIRGINIA GAS CO ,1368 ,"CONLEY, ELMER G ET AL ",06-Jun-68,2522,355BGSX ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81334,16115003210000, 18604,37.794508,-82.847059,886,KENTUCKY WEST VIRGINIA GAS CO ,1335 ,"RICE, CRATE ET AL ",30-Jun-67,2608,355BGSX ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81343,16115003240000, 24762,37.804806,-82.843597,709,KENTUCKY WEST VIRGINIA GAS CO ,1493 ,"RICE, CRATE ET AL ",26-Aug-71,2428,355BGSX ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81378,16115009620000, 13536,37.792311,-82.8594,802,KENTUCKY WEST VIRGINIA GAS CO ,1269 ,"RICE, HAROLD B ",19-May-65,2548,357CLNT ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81379,16115003170000, 14022,37.785418,-82.859804,742,KENTUCKY WEST VIRGINIA GAS CO ,1274 ,"RICE, AMANDA A ",04-Jul-65,1656,341OHIO ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81380,16115007920000, 16340,37.797691,-82.851961,760,KENTUCKY WEST VIRGINIA GAS CO ,1308 ,"CONLEY, LORA ",11-Jun-66,2497,357CLNT ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81412,16115003250000, 25468,37.790979,-82.831487,760,KENTUCKY WEST VIRGINIA GAS CO ,1520 ,"THOMAS, HARRY ",10-May-72,2547,357CLNT ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81417,,N120881,37.793916,-82.771393,750,KENTUCKY WEST VIRGINIA GAS CO ,5587 ,"PRESTON, JESSE ",,2850,357CLNT ,GAS,,0 +81447,16115004220000, 10921,37.770855,-82.777971,722,KENTUCKY WEST VIRGINIA GAS CO ,6787 ,"STRONG, H F ",11-Mar-64,2815,357CLNT ,GAS,EQUITABLE PRODUCTION COMPANY,0 +81448,,,37.775876,-82.77485,631,KENTUCKY WEST VIRGINIA GAS CO ,5609 ,"ELLIOTT, ABE ESTATE ",06-Sep-45,2737,357CLNT ,GAS,,0 \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/data/YearlyProduction_table_1.csv b/apps/dashr-oil-and-gas-ternary/data/YearlyProduction_table_1.csv new file mode 100755 index 000000000..76cc605ad --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/data/YearlyProduction_table_1.csv @@ -0,0 +1,8354 @@ +ID,RecordNumber,Produces,Year,DaysOnLine,VolumeMCF,Time +1,8670,GAS,1981,326,21420,1 +2,8670,GAS,1982,365,24467,2 +3,8670,GAS,1983,366,21350,3 +4,8671,GAS,1981,365,10526,1 +5,8671,GAS,1982,326,9460,2 +6,8671,GAS,1983,366,0,3 +7,8672,GAS,1981,365,25470,1 +8,8672,GAS,1982,366,0,2 +9,8672,GAS,1983,365,23671,3 +10,8672,GAS,1984,72,4570,4 +11,8674,GAS,1981,185,644,1 +12,8674,GAS,1982,366,10112,2 +13,8674,GAS,1983,0,0,3 +14,8675,GAS,1982,366,31547,1 +15,8675,GAS,1983,185,21444,2 +16,8675,GAS,1984,0,0,3 +17,8677,GAS,1981,366,34351,1 +18,8677,GAS,1982,186,9808,2 +19,8677,GAS,1983,0,0,3 +20,8724,GAS,1982,365,20533,1 +21,8724,GAS,1983,59,7480,2 +22,8724,GAS,1984,0,0,3 +23,11192,,1974,99,2000,1 +24,11192,,1975,363,21100,2 +25,11192,,1976,366,15800,3 +26,11192,,1977,365,15600,4 +27,11192,,1978,362,16070,5 +28,11192,,1979,344,15220,6 +29,11192,,1980,363,14740,7 +30,11192,,1981,364,14470,8 +31,11192,,1982,361,13620,9 +32,11192,,1983,153,6788,10 +33,11192,,1984,365,13200,11 +34,11257,GAS,1983,152,8338,1 +35,11257,GAS,1984,364,24203,2 +36,11257,GAS,1985,38,3586,3 +37,11260,GAS,1980,365,5890,1 +38,11260,GAS,1981,70,1640,2 +39,11260,GAS,1982,365,5663,3 +40,11264,GAS,1980,248,3813,1 +41,11264,GAS,1981,136,1743,2 +42,11264,GAS,1982,0,0,3 +43,11265,GAS,1980,349,2489,1 +44,11265,GAS,1981,183,1663,2 +45,11265,GAS,1982,0,0,3 +46,11298,GAS,1981,326,18390,1 +47,11298,GAS,1982,366,0,2 +48,11298,GAS,1983,365,17548,3 +49,11300,GAS,1981,366,0,1 +50,11300,GAS,1982,365,20402,2 +51,11300,GAS,1983,303,18120,3 +52,11304,GAS,1981,71,1830,1 +53,11304,GAS,1982,365,3313,2 +54,11304,GAS,1983,365,5360,3 +55,11305,GAS,1980,365,6090,1 +56,11305,GAS,1981,71,720,2 +57,11305,GAS,1982,365,3484,3 +58,11316,GAS,1980,366,0,1 +59,11316,GAS,1981,365,2937,2 +60,11316,GAS,1982,364,5600,3 +61,11316,GAS,1983,67,900,4 +62,11318,GAS,1981,119,1171,1 +63,11318,GAS,1982,107,1101,2 +64,11318,GAS,1983,0,0,3 +65,11320,GAS,1981,196,6765,1 +66,11320,GAS,1982,115,3599,2 +67,11320,GAS,1983,0,0,3 +68,11322,GAS,1981,304,790,1 +69,11322,GAS,1982,71,630,2 +70,11322,GAS,1983,365,144,3 +71,11326,GAS,1981,67,1050,1 +72,11326,GAS,1982,365,1414,2 +73,11326,GAS,1983,365,1230,3 +74,11326,GAS,1984,366,0,4 +75,11327,GAS,1981,365,2790,1 +76,11327,GAS,1982,67,1040,2 +77,11327,GAS,1983,365,1431,3 +78,11327,GAS,1984,366,0,4 +79,11328,GAS,1980,365,967,1 +80,11328,GAS,1981,365,2310,2 +81,11328,GAS,1982,69,980,3 +82,11332,GAS,1980,185,920,1 +83,11332,GAS,1981,366,0,2 +84,11332,GAS,1982,0,0,3 +85,11631,,1970,23,413,1 +86,11631,,1971,365,2687,2 +87,11631,,1972,336,2687,3 +88,11631,,1973,320,2067,4 +89,11631,,1974,250,1757,5 +90,11631,,1975,317,1654,6 +91,11631,,1976,325,1240,7 +92,11631,,1977,316,1240,8 +93,11631,,1978,337,1820,9 +94,11631,,1979,359,1570,10 +95,11631,,1980,361,1530,11 +96,11631,,1981,318,1730,12 +97,11631,,1982,318,1730,13 +98,11631,,1983,330,1640,14 +99,11631,,1984,196,925,15 +100,12402,GAS,1979,259,26000,1 +101,12402,GAS,1980,366,25276,2 +102,12402,GAS,1981,364,29732,3 +103,12402,GAS,1982,365,30910,4 +104,16124,,1983,176,8846,1 +105,16124,,1984,365,11067,2 +106,16124,,1985,182,5278,3 +107,16189,GAS,1982,32,3512,1 +108,16189,GAS,1983,365,36574,2 +109,16189,GAS,1984,152,13892,3 +110,16193,GAS,1982,334,4443,1 +111,16193,GAS,1983,304,4749,2 +112,16193,GAS,1984,366,773121,3 +113,16196,GAS,1982,304,15495,1 +114,16196,GAS,1983,366,22153,2 +115,16196,GAS,1984,212,16617,3 +116,16200,GAS,1982,152,6239,1 +117,16200,GAS,1983,364,13055,2 +118,16200,GAS,1984,351,10376,3 +119,16208,GAS,1981,61,937,1 +120,16208,GAS,1982,365,3076,2 +121,16208,GAS,1983,304,2677,3 +122,16208,GAS,1984,366,4143,4 +123,16209,GAS,1982,152,14167,1 +124,16209,GAS,1983,364,26800,2 +125,16209,GAS,1984,351,15919,3 +126,16210,GAS,1982,212,2716,1 +127,16210,GAS,1983,304,1918,2 +128,16210,GAS,1984,335,2606,3 +129,16215,GAS,1982,304,12182,1 +130,16215,GAS,1983,273,13350,2 +131,16215,GAS,1984,91,6047,3 +132,16216,GAS,1982,365,7440,1 +133,16216,GAS,1983,304,7647,2 +134,16216,GAS,1984,305,9925,3 +135,16217,GAS,1982,365,28537,1 +136,16217,GAS,1983,305,33034,2 +137,16217,GAS,1984,304,25435,3 +138,16218,GAS,1983,152,7532,1 +139,16218,GAS,1984,29,3051,2 +140,16218,GAS,1985,301,16763,3 +141,16222,GAS,1982,304,12027,1 +142,16222,GAS,1983,366,14157,2 +143,16222,GAS,1984,211,5331,3 +144,16223,GAS,1982,181,12816,1 +145,16223,GAS,1983,366,28758,2 +146,16223,GAS,1984,304,17507,3 +147,16224,GAS,1982,152,9192,1 +148,16224,GAS,1983,365,28542,2 +149,16224,GAS,1984,154,11116,3 +150,16225,GAS,1982,181,17459,1 +151,16225,GAS,1983,366,45495,2 +152,16225,GAS,1984,304,38858,3 +153,16236,GAS,1982,334,20247,1 +154,16236,GAS,1983,304,14125,2 +155,16236,GAS,1984,366,19054,3 +156,16271,GAS,1982,304,3110,1 +157,16271,GAS,1983,366,5850,2 +158,16271,GAS,1984,182,3551,3 +159,16272,GAS,1982,122,527,1 +160,16272,GAS,1983,304,1383,2 +161,16272,GAS,1984,336,1806,3 +162,16274,GAS,1982,341,12791,1 +163,16274,GAS,1983,364,30086,2 +164,16274,GAS,1984,154,12362,3 +165,22683,GAS,1982,185,6020,1 +166,22683,GAS,1983,366,9616,2 +167,22683,GAS,1984,0,0,3 +168,23294,GAS,1980,65,1570,1 +169,23294,GAS,1981,364,4098,2 +170,23294,GAS,1982,364,5550,3 +171,23298,GAS,1983,304,13248,1 +172,23298,GAS,1984,153,8363,2 +173,23298,GAS,1985,0,0,3 +174,23461,GAS,1980,366,0,1 +175,23461,GAS,1981,185,2232,2 +176,23461,GAS,1982,0,0,3 +177,27166,GAS,1982,176,6589,1 +178,27166,GAS,1983,366,11285,2 +179,27166,GAS,1984,0,0,3 +180,28546,,1983,60,4714,1 +181,28546,,1984,365,21274,2 +182,28546,,1985,182,106475,3 +183,31254,GAS,1985,92,28055,1 +184,31254,GAS,1986,0,0,2 +185,31254,GAS,1987,0,0,3 +186,31456,GAS,1976,262,10276,1 +187,31456,GAS,1977,366,12712,2 +188,31456,GAS,1978,360,10480,3 +189,31456,GAS,1979,363,10520,4 +190,31456,GAS,1980,204,7000,5 +191,31456,GAS,1981,230,8860,6 +192,31456,GAS,1982,81,3900,7 +193,31476,GAS,1971,366,9625,1 +194,31476,GAS,1972,365,10011,2 +195,31476,GAS,1973,365,9980,3 +196,31476,GAS,1974,350,10120,4 +197,31476,GAS,1975,358,10100,5 +198,31476,GAS,1976,352,10950,6 +199,31476,GAS,1977,366,10580,7 +200,31476,GAS,1978,365,10600,8 +201,31476,GAS,1979,366,10646,9 +202,31476,GAS,1980,365,11680,10 +203,31476,GAS,1981,359,11163,11 +204,31476,GAS,1982,24,724,12 +205,31496,GAS,1974,365,6180,1 +206,31496,GAS,1975,351,5780,2 +207,31496,GAS,1976,365,5940,3 +208,31496,GAS,1977,191,2832,4 +209,31496,GAS,1978,344,9500,5 +210,31496,GAS,1979,91,4600,6 +211,31496,GAS,1980,366,4800,7 +212,31496,GAS,1981,365,6390,8 +213,31496,GAS,1982,365,6780,9 +214,31496,GAS,1983,365,6300,10 +215,31499,GAS,1978,65,972,1 +216,31499,GAS,1979,181,3530,2 +217,31499,GAS,1980,0,0,3 +218,31540,GAS,1973,349,17457,1 +219,31540,GAS,1974,364,31500,2 +220,31540,GAS,1975,365,14600,3 +221,31540,GAS,1976,102,6600,4 +222,31540,GAS,1977,304,20670,5 +223,31540,GAS,1978,323,31940,6 +224,31540,GAS,1979,366,29220,7 +225,31543,GAS,1973,102,6100,1 +226,31543,GAS,1974,351,6840,2 +227,31543,GAS,1975,365,20400,3 +228,31543,GAS,1976,323,8850,4 +229,31543,GAS,1977,365,4850,5 +230,31543,GAS,1978,366,6640,6 +231,31543,GAS,1979,346,0,7 +232,31543,GAS,1980,350,6749,8 +233,31543,GAS,1981,364,10560,9 +234,31559,GAS,1974,366,23800,1 +235,31559,GAS,1975,365,30700,2 +236,31559,GAS,1976,364,21800,3 +237,31559,GAS,1977,350,9131,4 +238,31559,GAS,1978,365,13710,5 +239,31559,GAS,1979,325,18200,6 +240,31559,GAS,1980,351,18370,7 +241,31559,GAS,1981,365,20500,8 +242,31559,GAS,1982,365,22470,9 +243,31559,GAS,1983,102,9200,10 +244,31573,GAS,1972,10,749,1 +245,31573,GAS,1973,366,9516,2 +246,31573,GAS,1974,0,0,3 +247,31649,GAS,1975,267,4651,1 +248,31649,GAS,1976,347,9860,2 +249,31649,GAS,1977,191,5938,3 +250,31649,GAS,1978,349,10240,4 +251,31649,GAS,1979,349,10320,5 +252,31649,GAS,1980,356,10330,6 +253,31649,GAS,1981,365,10460,7 +254,31649,GAS,1982,344,9870,8 +255,31649,GAS,1983,365,10000,9 +256,31744,GAS,1960,94,6085,1 +257,31744,GAS,1961,360,19627,2 +258,31744,GAS,1962,362,12504,3 +259,31744,GAS,1963,362,12485,4 +260,31744,GAS,1964,369,12973,5 +261,31744,GAS,1965,361,14833,6 +262,31744,GAS,1966,334,12237,7 +263,31744,GAS,1967,358,14427,8 +264,31744,GAS,1968,365,14702,9 +265,31744,GAS,1969,363,15916,10 +266,31744,GAS,1970,361,17376,11 +267,31744,GAS,1971,362,12312,12 +268,31744,GAS,1972,364,12278,13 +269,31744,GAS,1973,357,12221,14 +270,31744,GAS,1974,361,11701,15 +271,31744,GAS,1975,364,11669,16 +272,31744,GAS,1976,364,11162,17 +273,31744,GAS,1977,363,9725,18 +274,31744,GAS,1978,364,9375,19 +275,31744,GAS,1979,363,11276,20 +276,31744,GAS,1980,362,8586,21 +277,31744,GAS,1981,365,11039,22 +278,33069,GAS,1984,304,6034,1 +279,33069,GAS,1985,122,3104,2 +280,33069,GAS,1986,0,0,3 +281,36443,,1967,362,8062,1 +282,36443,,1968,361,6098,2 +283,36443,,1969,345,4961,3 +284,36443,,1970,362,5271,4 +285,36443,,1971,339,2997,5 +286,36443,,1972,317,4858,6 +287,36443,,1973,331,4651,7 +288,36443,,1974,359,3721,8 +289,36443,,1975,363,5271,9 +290,36443,,1976,359,4238,10 +291,36443,,1977,365,3101,11 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+7013,71790,,1975,365,7235,32 +7014,71790,,1976,341,7442,33 +7015,71790,,1977,0,0,34 +7016,71790,,1978,0,0,35 +7017,71790,,1979,258,6190,36 +7018,71790,,1980,156,3120,37 +7019,71790,,1981,75,2250,38 +7020,71790,,1982,358,2510,39 +7021,71790,,1983,153,1683,40 +7022,71790,,1984,366,5551,41 +7023,71791,,1944,0,16641,1 +7024,71791,,1945,0,26667,2 +7025,71791,,1946,0,25633,3 +7026,71791,,1947,0,18915,4 +7027,71791,,1948,0,15814,5 +7028,71791,,1949,0,21085,6 +7029,71791,,1950,0,10439,7 +7030,71791,,1951,365,6408,8 +7031,71791,,1952,366,4134,9 +7032,71791,,1953,364,9096,10 +7033,71791,,1954,349,13540,11 +7034,71791,,1955,365,11886,12 +7035,71791,,1956,365,12196,13 +7036,71791,,1957,365,12196,14 +7037,71791,,1958,365,10853,15 +7038,71791,,1959,365,13954,16 +7039,71791,,1960,350,10233,17 +7040,71791,,1961,346,11990,18 +7041,71791,,1962,365,12507,19 +7042,71791,,1963,362,10853,20 +7043,71791,,1964,366,10439,21 +7044,71791,,1965,365,10233,22 +7045,71791,,1966,350,10129,23 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+7378,72075,,1977,353,5065,30 +7379,72075,,1978,364,4730,31 +7380,72075,,1979,365,4380,32 +7381,72075,,1980,366,4030,33 +7382,72075,,1981,350,5250,34 +7383,72075,,1982,363,5080,35 +7384,72075,,1983,208,3337,36 +7385,72075,,1984,366,4622,37 +7386,72132,,1948,0,1240,1 +7387,72132,,1949,0,7442,2 +7388,72132,,1950,0,5478,3 +7389,72132,,1951,215,4341,4 +7390,72132,,1952,170,3204,5 +7391,72132,,1953,226,3928,6 +7392,72132,,1954,179,3824,7 +7393,72132,,1955,355,5478,8 +7394,72132,,1956,306,4548,9 +7395,72132,,1957,365,4548,10 +7396,72132,,1958,364,4134,11 +7397,72132,,1959,328,2997,12 +7398,72132,,1960,365,3618,13 +7399,72132,,1961,326,3204,14 +7400,72132,,1962,273,2791,15 +7401,72132,,1963,344,3204,16 +7402,72132,,1964,340,4031,17 +7403,72132,,1965,343,3204,18 +7404,72132,,1966,362,3411,19 +7405,72132,,1967,362,3411,20 +7406,72132,,1968,362,3411,21 +7407,72132,,1969,143,1137,22 +7408,72132,,1970,204,2067,23 +7409,72132,,1971,304,3411,24 +7410,72132,,1972,366,3824,25 +7411,72132,,1973,348,3204,26 +7412,72132,,1974,287,3307,27 +7413,72132,,1975,311,2274,28 +7414,72132,,1976,366,2998,29 +7415,72132,,1977,351,3307,30 +7416,72132,,1978,364,2910,31 +7417,72132,,1979,364,1820,32 +7418,72132,,1980,366,2200,33 +7419,72132,,1981,365,3290,34 +7420,72132,,1982,365,1820,35 +7421,72132,,1983,69,615,36 +7422,72132,,1984,366,2867,37 +7423,74355,,1951,350,6000,1 +7424,74355,,1952,331,4500,2 +7425,74355,,1953,365,4858,3 +7426,74355,,1954,249,3204,4 +7427,74355,,1955,364,4651,5 +7428,74355,,1956,366,4961,6 +7429,74355,,1957,350,5271,7 +7430,74355,,1958,351,3824,8 +7431,74355,,1959,365,4134,9 +7432,74355,,1960,365,5168,10 +7433,74355,,1961,300,10956,11 +7434,74355,,1962,330,16331,12 +7435,74355,,1963,346,13643,13 +7436,74355,,1964,345,17881,14 +7437,74355,,1965,354,18708,15 +7438,74355,,1966,314,12300,16 +7439,74355,,1967,365,14367,17 +7440,74355,,1968,366,15091,18 +7441,74355,,1969,365,14367,19 +7442,74355,,1970,350,14470,20 +7443,74355,,1971,365,18915,21 +7444,74355,,1972,366,17365,22 +7445,74355,,1973,361,14884,23 +7446,74355,,1974,350,13023,24 +7447,74355,,1975,365,15814,25 +7448,74355,,1976,366,15091,26 +7449,74355,,1977,365,13954,27 +7450,74355,,1978,365,15330,28 +7451,74355,,1979,350,14350,29 +7452,74355,,1980,366,13180,30 +7453,74369,,1951,350,6000,1 +7454,74369,,1952,331,4500,2 +7455,74369,,1953,365,4858,3 +7456,74369,,1954,249,3204,4 +7457,74369,,1955,364,4651,5 +7458,74369,,1956,366,4961,6 +7459,74369,,1957,350,5271,7 +7460,74369,,1958,351,3824,8 +7461,74369,,1959,365,4134,9 +7462,74369,,1960,365,5168,10 +7463,74369,,1961,300,10956,11 +7464,74369,,1962,330,16331,12 +7465,74369,,1963,346,13643,13 +7466,74369,,1964,345,17881,14 +7467,74369,,1965,354,18708,15 +7468,74369,,1966,314,12300,16 +7469,74369,,1967,365,14367,17 +7470,74369,,1968,366,15091,18 +7471,74369,,1969,365,14367,19 +7472,74369,,1970,350,14470,20 +7473,74369,,1971,365,18915,21 +7474,74369,,1972,366,17365,22 +7475,74369,,1973,361,14884,23 +7476,74369,,1974,350,13023,24 +7477,74369,,1975,365,15814,25 +7478,74369,,1976,366,15091,26 +7479,74369,,1977,365,13954,27 +7480,74369,,1978,365,15330,28 +7481,74369,,1979,350,14350,29 +7482,74369,,1980,366,13180,30 +7483,74625,,1972,232,1550,1 +7484,74625,,1973,338,10852,2 +7485,74625,,1974,365,10439,3 +7486,74625,,1975,365,9923,4 +7487,74625,,1976,366,8165,5 +7488,74625,,1977,365,8062,6 +7489,74625,,1978,350,10280,7 +7490,74625,,1979,365,8850,8 +7491,74625,,1980,365,9160,9 +7492,74625,,1981,365,8470,10 +7493,74625,,1982,365,5050,11 +7494,74625,,1983,365,7240,12 +7495,74625,,1984,363,6897,13 +7496,75042,,1951,344,13437,1 +7497,75042,,1952,330,10129,2 +7498,75042,,1953,363,9302,3 +7499,75042,,1954,235,6202,4 +7500,75042,,1955,365,9302,5 +7501,75042,,1956,345,7442,6 +7502,75042,,1957,364,7855,7 +7503,75042,,1958,365,7649,8 +7504,75042,,1959,364,7545,9 +7505,75042,,1960,366,7132,10 +7506,75042,,1961,363,6822,11 +7507,75042,,1962,330,6822,12 +7508,75042,,1963,364,7028,13 +7509,75042,,1964,366,6615,14 +7510,75042,,1965,365,6925,15 +7511,75042,,1966,365,6822,16 +7512,75042,,1967,349,6822,17 +7513,75042,,1968,365,6615,18 +7514,75042,,1969,365,6615,19 +7515,75042,,1970,365,6408,20 +7516,75042,,1971,345,5995,21 +7517,75042,,1972,366,6098,22 +7518,75042,,1973,365,5788,23 +7519,75042,,1974,365,5375,24 +7520,75042,,1975,349,6202,25 +7521,75042,,1976,366,5788,26 +7522,75042,,1977,365,5891,27 +7523,75042,,1978,365,5750,28 +7524,75042,,1979,365,5650,29 +7525,75042,,1980,308,9730,30 +7526,75042,,1981,365,9260,31 +7527,75042,,1982,365,8790,32 +7528,75042,,1983,365,7635,33 +7529,75042,,1984,366,2640,34 +7530,75181,,1952,154,3307,1 +7531,75181,,1953,293,5581,2 +7532,75181,,1954,238,2891,3 +7533,75181,,1955,250,5995,4 +7534,75181,,1956,324,6615,5 +7535,75181,,1957,364,7132,6 +7536,75181,,1958,365,6822,7 +7537,75181,,1959,364,6408,8 +7538,75181,,1960,366,6098,9 +7539,75181,,1961,365,5995,10 +7540,75181,,1962,347,3824,11 +7541,75181,,1963,364,6202,12 +7542,75181,,1964,365,6098,13 +7543,75181,,1965,350,5788,14 +7544,75181,,1966,365,5685,15 +7545,75181,,1967,349,5375,16 +7546,75181,,1968,365,6098,17 +7547,75181,,1969,365,6408,18 +7548,75181,,1970,365,5995,19 +7549,75181,,1971,349,5788,20 +7550,75181,,1972,365,5685,21 +7551,75181,,1973,365,5271,22 +7552,75181,,1974,365,5271,23 +7553,75181,,1975,349,6098,24 +7554,75181,,1976,365,4961,25 +7555,75181,,1977,365,5271,26 +7556,75181,,1978,365,4740,27 +7557,75181,,1979,365,5840,28 +7558,75181,,1980,308,4620,29 +7559,75181,,1981,365,5480,30 +7560,75181,,1982,365,5480,31 +7561,75181,,1983,365,5245,32 +7562,75181,,1984,366,4569,33 +7563,75183,,1953,11,1860,1 +7564,75183,,1954,358,51890,2 +7565,75183,,1955,358,32559,3 +7566,75183,,1956,325,25116,4 +7567,75183,,1957,365,26978,5 +7568,75183,,1958,365,21912,6 +7569,75183,,1959,365,19225,7 +7570,75183,,1960,366,17158,8 +7571,75183,,1961,358,16124,9 +7572,75183,,1962,338,18191,10 +7573,75183,,1963,364,20672,11 +7574,75183,,1964,366,15917,12 +7575,75183,,1965,362,12507,13 +7576,75183,,1966,365,11886,14 +7577,75183,,1967,350,14884,15 +7578,75183,,1968,366,14264,16 +7579,75183,,1969,364,12403,17 +7580,75183,,1970,354,10853,18 +7581,75183,,1971,348,12817,19 +7582,75183,,1972,300,11680,20 +7583,75183,,1973,365,10336,21 +7584,75183,,1974,365,7752,22 +7585,75183,,1975,365,11163,23 +7586,75183,,1976,351,9406,24 +7587,75183,,1977,365,8992,25 +7588,75183,,1978,365,8610,26 +7589,75183,,1979,365,9280,27 +7590,75183,,1980,366,8850,28 +7591,75183,,1981,228,6230,29 +7592,75183,,1982,172,5400,30 +7593,75183,,1983,365,9380,31 +7594,75183,,1984,366,8812,32 +7595,75187,,1950,0,6900,1 +7596,75187,,1951,359,48269,2 +7597,75187,,1952,331,41034,3 +7598,75187,,1953,293,33385,4 +7599,75187,,1954,238,25943,5 +7600,75187,,1955,281,26460,6 +7601,75187,,1956,324,28734,7 +7602,75187,,1957,365,29974,8 +7603,75187,,1958,365,32042,9 +7604,75187,,1959,364,24806,10 +7605,75187,,1960,366,23463,11 +7606,75187,,1961,365,21292,12 +7607,75187,,1962,217,11680,13 +7608,75187,,1963,364,17468,14 +7609,75187,,1964,366,16331,15 +7610,75187,,1965,350,14574,16 +7611,75187,,1966,365,14367,17 +7612,75187,,1967,349,13023,18 +7613,75187,,1968,358,12197,19 +7614,75187,,1969,365,13230,20 +7615,75187,,1970,364,12817,21 +7616,75187,,1971,349,10129,22 +7617,75187,,1972,366,9819,23 +7618,75187,,1973,365,11680,24 +7619,75187,,1974,365,12093,25 +7620,75187,,1975,349,9716,26 +7621,75187,,1976,366,10956,27 +7622,75187,,1977,365,10956,28 +7623,75187,,1978,365,7300,29 +7624,75187,,1979,365,6940,30 +7625,75187,,1980,308,7700,31 +7626,75187,,1981,365,7670,32 +7627,75187,,1982,365,12410,33 +7628,75187,,1983,365,13284,34 +7629,75187,,1984,366,8403,35 +7630,75188,,1951,357,6305,1 +7631,75188,,1952,332,7545,2 +7632,75188,,1953,293,4651,3 +7633,75188,,1954,238,5478,4 +7634,75188,,1955,249,5478,5 +7635,75188,,1956,321,6408,6 +7636,75188,,1957,363,5375,7 +7637,75188,,1958,364,5478,8 +7638,75188,,1959,361,5271,9 +7639,75188,,1960,364,5788,10 +7640,75188,,1961,363,5685,11 +7641,75188,,1962,227,3618,12 +7642,75188,,1963,359,4961,13 +7643,75188,,1964,358,5891,14 +7644,75188,,1965,358,5891,15 +7645,75188,,1966,359,7028,16 +7646,75188,,1967,342,7752,17 +7647,75188,,1968,363,7132,18 +7648,75188,,1969,356,7339,19 +7649,75188,,1970,348,7235,20 +7650,75188,,1971,348,7235,21 +7651,75188,,1972,366,6822,22 +7652,75188,,1973,365,6408,23 +7653,75188,,1974,365,5995,24 +7654,75188,,1975,364,7132,25 +7655,75188,,1976,366,6408,26 +7656,75188,,1977,365,6408,27 +7657,75188,,1978,365,5840,28 +7658,75188,,1979,350,5600,29 +7659,75188,,1980,323,5170,30 +7660,75188,,1981,365,5840,31 +7661,75188,,1982,365,6570,32 +7662,75188,,1983,365,5832,33 +7663,75188,,1984,366,6161,34 +7664,75264,,1951,341,10543,1 +7665,75264,,1952,290,18191,2 +7666,75264,,1953,362,19121,3 +7667,75264,,1954,249,12817,4 +7668,75264,,1955,365,17985,5 +7669,75264,,1956,364,17261,6 +7670,75264,,1957,317,17261,7 +7671,75264,,1958,344,16848,8 +7672,75264,,1959,365,17158,9 +7673,75264,,1960,366,16641,10 +7674,75264,,1961,365,16124,11 +7675,75264,,1962,350,14884,12 +7676,75264,,1963,365,15194,13 +7677,75264,,1964,366,13850,14 +7678,75264,,1965,365,13850,15 +7679,75264,,1966,365,12817,16 +7680,75264,,1967,350,12713,17 +7681,75264,,1968,366,12403,18 +7682,75264,,1969,365,12610,19 +7683,75264,,1970,365,11886,20 +7684,75264,,1971,346,11370,21 +7685,75264,,1972,364,11680,22 +7686,75264,,1973,365,10853,23 +7687,75264,,1974,360,9923,24 +7688,75264,,1975,365,10853,25 +7689,75264,,1976,351,9612,26 +7690,75264,,1977,365,11680,27 +7691,75264,,1978,365,10930,28 +7692,75264,,1979,365,10790,29 +7693,75264,,1980,366,11010,30 +7694,75264,,1981,350,10570,31 +7695,75264,,1982,365,10430,32 +7696,75264,,1983,365,11629,33 +7697,75264,,1984,102,3448,34 +7698,75265,,1963,135,827,1 +7699,75265,,1964,366,10233,2 +7700,75265,,1965,365,9406,3 +7701,75265,,1966,350,8269,4 +7702,75265,,1967,365,8476,5 +7703,75265,,1968,349,7235,6 +7704,75265,,1969,365,7338,7 +7705,75265,,1970,365,6408,8 +7706,75265,,1971,364,6470,9 +7707,75265,,1972,350,6512,10 +7708,75265,,1973,365,6305,11 +7709,75265,,1974,360,5478,12 +7710,75265,,1975,365,5891,13 +7711,75265,,1976,351,5478,14 +7712,75265,,1977,365,5788,15 +7713,75265,,1978,365,3860,16 +7714,75265,,1979,365,4500,17 +7715,75265,,1980,366,4270,18 +7716,75265,,1981,350,3830,19 +7717,75265,,1982,365,4670,20 +7718,75265,,1983,365,6155,21 +7719,75265,,1984,102,1362,22 +7720,75857,,1967,360,5581,1 +7721,75857,,1968,327,6098,2 +7722,75857,,1969,182,2791,3 +7723,75857,,1970,365,6408,4 +7724,75857,,1971,365,5271,5 +7725,75857,,1972,366,2687,6 +7726,75857,,1973,299,1860,7 +7727,75857,,1974,365,2274,8 +7728,75857,,1975,350,3308,9 +7729,75857,,1976,366,2687,10 +7730,75857,,1977,365,3600,11 +7731,75857,,1978,365,2920,12 +7732,75857,,1979,365,3290,13 +7733,75857,,1980,351,3860,14 +7734,75857,,1981,365,2278,15 +7735,75857,,1982,366,3224,16 +7736,75857,,1983,0,0,17 +7737,75879,,1967,31,2067,1 +7738,75879,,1968,312,14884,2 +7739,75879,,1969,5,207,3 +7740,75879,,1970,92,5168,4 +7741,75879,,1971,315,16951,5 +7742,75879,,1972,342,12403,6 +7743,75879,,1973,279,10646,7 +7744,75879,,1974,365,1026,8 +7745,75879,,1975,348,8889,9 +7746,75879,,1976,366,9406,10 +7747,75879,,1977,365,8800,11 +7748,75879,,1978,358,6090,12 +7749,75879,,1979,365,5480,13 +7750,75879,,1980,366,8050,14 +7751,75879,,1981,365,7670,15 +7752,75879,,1982,267,8540,16 +7753,75879,,1983,276,6688,17 +7754,75879,,1984,366,8271,18 +7755,75885,,1977,302,19600,1 +7756,75885,,1978,365,17630,2 +7757,75885,,1979,365,14330,3 +7758,75885,,1980,289,10390,4 +7759,75885,,1981,350,7300,5 +7760,75885,,1982,365,9580,6 +7761,75885,,1983,365,7607,7 +7762,75885,,1984,366,10077,8 +7763,75908,,1971,30,413,1 +7764,75908,,1972,366,6202,2 +7765,75908,,1973,326,4238,3 +7766,75908,,1974,288,3307,4 +7767,75908,,1975,344,4031,5 +7768,75908,,1976,286,3101,6 +7769,75908,,1977,364,4031,7 +7770,75908,,1978,365,3890,8 +7771,75908,,1979,365,3390,9 +7772,75908,,1980,362,3170,10 +7773,75908,,1981,331,3740,11 +7774,75908,,1982,361,2820,12 +7775,75908,,1983,194,1976,13 +7776,75908,,1984,343,3022,14 +7777,76119,,1973,19,400,1 +7778,76119,,1974,365,8200,2 +7779,76119,,1975,364,8300,3 +7780,76119,,1976,366,10000,4 +7781,76119,,1977,365,9900,5 +7782,76119,,1978,343,10330,6 +7783,76119,,1979,365,8790,7 +7784,76119,,1980,366,8210,8 +7785,76119,,1981,349,6640,9 +7786,76119,,1982,336,4860,10 +7787,76119,,1983,190,3634,11 +7788,76119,,1984,343,10330,12 +7789,76122,,1979,47,580,1 +7790,76122,,1980,366,6900,2 +7791,76122,,1981,365,7090,3 +7792,76122,,1982,360,2440,4 +7793,76122,,1983,350,1661,5 +7794,76122,,1984,343,3867,6 +7795,76127,,1975,21,310,1 +7796,76127,,1976,340,4238,2 +7797,76127,,1977,365,3618,3 +7798,76127,,1978,365,3307,4 +7799,76127,,1979,365,3204,5 +7800,76127,,1980,351,2791,6 +7801,76127,,1981,365,2584,7 +7802,76127,,1982,365,2514,8 +7803,76127,,1983,365,2925,9 +7804,76127,,1984,366,2656,10 +7805,76127,,1985,365,2584,11 +7806,76127,,1986,350,2263,12 +7807,76127,,1987,190,1007,13 +7808,76127,,1988,352,2306,14 +7809,76461,,1977,270,0,1 +7810,76461,,1978,365,8250,2 +7811,76461,,1979,350,15390,3 +7812,76461,,1980,366,13620,4 +7813,76461,,1981,365,13420,5 +7814,76461,,1982,365,13800,6 +7815,76461,,1983,365,14350,7 +7816,76461,,1984,366,14954,8 +7817,76470,,1970,23,1344,1 +7818,76470,,1971,365,27184,2 +7819,76470,,1972,366,21292,3 +7820,76470,,1973,365,19328,4 +7821,76470,,1974,365,16848,5 +7822,76470,,1975,322,14884,6 +7823,76470,,1976,366,14264,7 +7824,76470,,1977,365,18605,8 +7825,76470,,1978,352,15940,9 +7826,76470,,1979,151,8862,10 +7827,76474,,1977,57,3000,1 +7828,76474,,1978,355,8000,2 +7829,76474,,1979,365,5940,3 +7830,76474,,1980,366,3860,4 +7831,76474,,1981,365,2930,5 +7832,76474,,1982,365,5280,6 +7833,76474,,1983,184,0,7 +7834,76474,,1984,316,8242,8 +7835,76498,,1977,57,700,1 +7836,76498,,1978,358,5580,2 +7837,76498,,1979,365,5850,3 +7838,76498,,1980,352,3990,4 +7839,76498,,1981,365,4280,5 +7840,76498,,1982,365,2100,6 +7841,76498,,1983,190,1468,7 +7842,76498,,1984,58,420,8 +7843,76508,,1970,13,207,1 +7844,76508,,1971,345,2687,2 +7845,76508,,1972,340,4754,3 +7846,76508,,1973,365,3824,4 +7847,76508,,1974,365,4134,5 +7848,76508,,1975,350,4134,6 +7849,76508,,1976,360,3514,7 +7850,76508,,1977,365,2377,8 +7851,76508,,1978,365,2750,9 +7852,76508,,1979,365,3730,10 +7853,76508,,1980,195,3310,11 +7854,76508,,1981,214,2800,12 +7855,76508,,1982,24,667,13 +7856,76587,,1970,13,207,1 +7857,76587,,1971,360,13437,2 +7858,76587,,1972,363,12920,3 +7859,76587,,1973,359,11783,4 +7860,76587,,1974,342,11886,5 +7861,76587,,1975,348,12507,6 +7862,76587,,1976,363,10956,7 +7863,76587,,1977,362,11300,8 +7864,76587,,1978,365,9450,9 +7865,76587,,1979,358,8880,10 +7866,76587,,1980,366,8570,11 +7867,76587,,1981,365,6810,12 +7868,76587,,1982,365,7840,13 +7869,76587,,1983,365,7266,14 +7870,76587,,1984,366,7709,15 +7871,76607,,1970,13,207,1 +7872,76607,,1971,354,8682,2 +7873,76607,,1972,366,7442,3 +7874,76607,,1973,365,6718,4 +7875,76607,,1974,351,5995,5 +7876,76607,,1975,358,5788,6 +7877,76607,,1976,244,4858,7 +7878,76607,,1977,302,3928,8 +7879,76607,,1978,253,4190,9 +7880,76607,,1979,366,4809,10 +7881,76633,,1979,317,9060,1 +7882,76633,,1980,366,7840,2 +7883,76633,,1981,365,7510,3 +7884,76633,,1982,365,5830,4 +7885,76633,,1983,350,2923,5 +7886,76633,,1984,324,5996,6 +7887,77034,,1969,8,1447,1 +7888,77034,,1970,365,34006,2 +7889,77034,,1971,365,34832,3 +7890,77034,,1972,356,16227,4 +7891,77034,,1973,365,13540,5 +7892,77034,,1974,365,10233,6 +7893,77034,,1975,365,10236,7 +7894,77034,,1976,351,13023,8 +7895,77034,,1977,365,12000,9 +7896,77034,,1978,365,12040,10 +7897,77034,,1979,365,8760,11 +7898,77034,,1980,366,9150,12 +7899,77034,,1981,365,6940,13 +7900,77034,,1982,365,10950,14 +7901,77034,,1983,350,11062,15 +7902,77034,,1984,360,8357,16 +7903,77062,,1967,31,2687,1 +7904,77062,,1968,327,20259,2 +7905,77062,,1969,178,11990,3 +7906,77062,,1970,365,22636,4 +7907,77062,,1971,365,18915,5 +7908,77062,,1972,366,18915,6 +7909,77062,,1973,299,15814,7 +7910,77062,,1974,294,14884,8 +7911,77062,,1975,296,14800,9 +7912,77062,,1976,358,11460,10 +7913,77062,,1977,365,9490,11 +7914,77062,,1978,280,7249,12 +7915,77062,,1979,366,4148,13 +7916,77093,,1965,30,2377,1 +7917,77093,,1966,365,39690,2 +7918,77093,,1967,348,36072,3 +7919,77093,,1968,366,36279,4 +7920,77093,,1969,365,38553,5 +7921,77093,,1970,365,38037,6 +7922,77093,,1971,363,35763,7 +7923,77093,,1972,366,34419,8 +7924,77093,,1973,299,26047,9 +7925,77093,,1974,365,30078,10 +7926,77093,,1975,365,36590,11 +7927,77093,,1976,366,29768,12 +7928,77093,,1977,365,29300,13 +7929,77093,,1978,350,27610,14 +7930,77093,,1979,365,27180,15 +7931,77093,,1980,364,25520,16 +7932,77093,,1981,365,26850,17 +7933,77093,,1982,365,25540,18 +7934,77093,,1983,365,25167,19 +7935,77093,,1984,247,17412,20 +7936,77099,,1967,236,15090,1 +7937,77099,,1968,366,16331,2 +7938,77099,,1969,365,16744,3 +7939,77099,,1970,365,16641,4 +7940,77099,,1971,365,15504,5 +7941,77099,,1972,345,14884,6 +7942,77099,,1973,365,13747,7 +7943,77099,,1974,365,13230,8 +7944,77099,,1975,346,14160,9 +7945,77099,,1976,352,10646,10 +7946,77099,,1977,365,10900,11 +7947,77099,,1978,365,5890,12 +7948,77099,,1979,364,7720,13 +7949,77099,,1980,366,8400,14 +7950,77099,,1981,365,8220,15 +7951,77099,,1982,350,7880,16 +7952,77099,,1983,365,7868,17 +7953,77099,,1984,366,7486,18 +7954,77130,,1970,13,517,1 +7955,77130,,1971,365,16951,2 +7956,77130,,1972,366,11370,3 +7957,77130,,1973,354,7339,4 +7958,77130,,1974,365,5685,5 +7959,77130,,1975,365,7132,6 +7960,77130,,1976,366,4134,7 +7961,77130,,1977,365,4400,8 +7962,77130,,1978,336,4700,9 +7963,77130,,1979,365,2920,10 +7964,77130,,1980,366,4390,11 +7965,77130,,1981,365,730,12 +7966,77130,,1982,365,2920,13 +7967,77130,,1983,183,706,14 +7968,77130,,1984,366,3716,15 +7969,77476,,1968,30,2377,1 +7970,77476,,1969,365,15297,2 +7971,77476,,1970,365,9406,3 +7972,77476,,1971,329,9199,4 +7973,77476,,1972,362,7442,5 +7974,77476,,1973,335,7649,6 +7975,77476,,1974,360,8165,7 +7976,77476,,1975,365,7959,8 +7977,77476,,1976,366,6408,9 +7978,77476,,1977,350,6822,10 +7979,77476,,1978,351,0,11 +7980,77476,,1979,365,5480,12 +7981,77476,,1980,366,730,13 +7982,77476,,1981,364,2910,14 +7983,77476,,1982,365,1820,15 +7984,77476,,1983,153,896,16 +7985,77476,,1984,366,11712,17 +7986,78732,,1976,47,724,1 +7987,78732,,1977,364,5820,2 +7988,78732,,1978,350,3500,3 +7989,78732,,1979,51,340,4 +7990,78733,,1976,48,2400,1 +7991,78733,,1977,363,17420,2 +7992,78733,,1978,350,12250,3 +7993,78733,,1979,365,10950,4 +7994,78733,,1980,87,3064,5 +7995,78746,,1980,364,4330,1 +7996,78746,,1981,365,3920,2 +7997,78746,,1982,365,2410,3 +7998,78746,,1983,87,399,4 +7999,78747,,1980,366,2330,1 +8000,78747,,1981,365,1570,2 +8001,78747,,1982,365,2530,3 +8002,78747,,1983,87,620,4 +8003,78747,,1984,344,0,5 +8004,78819,,1980,364,7640,1 +8005,78819,,1981,365,5110,2 +8006,78819,,1982,365,5840,3 +8007,78819,,1983,87,1502,4 +8008,78819,,1984,353,4723,5 +8009,78820,,1980,364,9100,1 +8010,78820,,1981,365,5840,2 +8011,78820,,1982,365,4020,3 +8012,78820,,1983,87,885,4 +8013,78820,,1984,353,3589,5 +8014,78828,,1978,365,15780,1 +8015,78828,,1979,365,38000,2 +8016,78828,,1980,366,5600,3 +8017,78828,,1981,365,5870,4 +8018,78828,,1982,350,8490,5 +8019,78828,,1983,365,7735,6 +8020,78828,,1984,366,8472,7 +8021,78904,,1965,31,3411,1 +8022,78904,,1966,365,25633,2 +8023,78904,,1967,350,18088,3 +8024,78904,,1968,326,21912,4 +8025,78904,,1969,170,8786,5 +8026,78904,,1970,365,24186,6 +8027,78904,,1971,303,19741,7 +8028,78904,,1972,366,22326,8 +8029,78904,,1973,288,20569,9 +8030,78904,,1974,365,19638,10 +8031,78904,,1975,365,21086,11 +8032,78904,,1976,366,22739,12 +8033,78904,,1977,321,19300,13 +8034,78904,,1978,349,17100,14 +8035,78904,,1979,365,14970,15 +8036,78904,,1980,366,16100,16 +8037,78904,,1981,73,3358,17 +8038,79003,,1970,13,827,1 +8039,79003,,1971,365,14264,2 +8040,79003,,1972,365,6718,3 +8041,79003,,1973,365,10026,4 +8042,79003,,1974,365,8165,5 +8043,79003,,1975,356,9096,6 +8044,79003,,1976,351,7649,7 +8045,79003,,1977,365,7959,8 +8046,79003,,1978,344,7720,9 +8047,79003,,1979,365,8450,10 +8048,79003,,1980,366,6710,11 +8049,79003,,1981,365,6340,12 +8050,79003,,1982,365,6720,13 +8051,79003,,1983,190,3007,14 +8052,79003,,1984,366,6361,15 +8053,79265,,1967,330,33385,1 +8054,79265,,1968,342,19431,2 +8055,79265,,1969,365,18915,3 +8056,79265,,1970,348,20155,4 +8057,79265,,1971,365,23772,5 +8058,79265,,1972,351,16331,6 +8059,79265,,1973,365,158144,7 +8060,79265,,1974,365,13230,8 +8061,79265,,1975,365,13540,9 +8062,79265,,1976,351,9406,10 +8063,79265,,1977,324,11680,11 +8064,79265,,1978,365,12040,12 +8065,79265,,1979,365,8760,13 +8066,79265,,1980,366,12810,14 +8067,79265,,1981,365,9130,15 +8068,79265,,1982,365,12410,16 +8069,79265,,1983,279,12059,17 +8070,79265,,1984,366,11892,18 +8071,79268,,1967,239,9406,1 +8072,79268,,1968,342,14160,2 +8073,79268,,1969,364,12610,3 +8074,79268,,1970,348,9716,4 +8075,79268,,1971,317,12093,5 +8076,79268,,1972,347,7132,6 +8077,79268,,1973,365,6508,7 +8078,79268,,1974,365,6201,8 +8079,79268,,1975,328,6822,9 +8080,79268,,1976,365,7300,10 +8081,79268,,1977,365,7300,11 +8082,79268,,1978,361,5050,12 +8083,79268,,1979,351,5970,13 +8084,79268,,1980,365,7300,14 +8085,79268,,1981,365,6570,15 +8086,79268,,1982,350,3050,16 +8087,79268,,1983,362,4844,17 +8088,79268,,1984,0,0,18 +8089,79456,,1970,22,827,1 +8090,79456,,1971,365,26460,2 +8091,79456,,1972,366,42378,3 +8092,79456,,1973,365,36900,4 +8093,79456,,1974,365,17365,5 +8094,79456,,1975,350,14470,6 +8095,79456,,1976,352,10543,7 +8096,79456,,1977,323,11000,8 +8097,79456,,1978,365,11680,9 +8098,79456,,1979,354,9200,10 +8099,79456,,1980,359,26570,11 +8100,79456,,1981,358,15040,12 +8101,79456,,1982,365,18980,13 +8102,79456,,1983,256,10787,14 +8103,79456,,1984,348,15383,15 +8104,79489,,1973,322,5375,1 +8105,79489,,1974,365,7545,2 +8106,79489,,1975,365,3824,3 +8107,79489,,1976,366,7545,4 +8108,79489,,1977,317,6700,5 +8109,79489,,1978,352,6340,6 +8110,79489,,1979,351,7720,7 +8111,79489,,1980,366,16470,8 +8112,79489,,1981,365,18250,9 +8113,79489,,1982,365,19710,10 +8114,79489,,1983,183,12825,11 +8115,79489,,1984,366,29097,12 +8116,79499,,1970,13,517,1 +8117,79499,,1971,365,8269,2 +8118,79499,,1972,358,6512,3 +8119,79499,,1973,365,6202,4 +8120,79499,,1974,365,5065,5 +8121,79499,,1975,365,4961,6 +8122,79499,,1976,351,4651,7 +8123,79499,,1977,365,4444,8 +8124,79499,,1978,365,3130,9 +8125,79499,,1979,365,3090,10 +8126,79499,,1980,366,4070,11 +8127,79499,,1981,365,3580,12 +8128,79499,,1982,348,3070,13 +8129,79499,,1983,189,1436,14 +8130,79499,,1984,366,2546,15 +8131,79722,,1974,102,20052,1 +8132,79722,,1975,365,20775,2 +8133,79722,,1976,365,18915,3 +8134,79722,,1977,255,17500,4 +8135,79722,,1978,255,5790,5 +8136,79800,,1974,102,2700,1 +8137,79800,,1975,365,5500,2 +8138,79800,,1976,366,5300,3 +8139,79800,,1977,365,3880,4 +8140,79800,,1978,365,3720,5 +8141,79800,,1979,365,2706,6 +8142,79802,,1973,24,2100,1 +8143,79802,,1974,356,7100,2 +8144,79802,,1975,365,7300,3 +8145,79802,,1976,366,5500,4 +8146,79802,,1977,355,6000,5 +8147,79802,,1978,364,4370,6 +8148,79802,,1979,355,4030,7 +8149,79802,,1980,366,6780,8 +8150,79802,,1981,365,3450,9 +8151,79802,,1982,365,2940,10 +8152,79802,,1983,365,3694,11 +8153,79804,,1974,102,3100,1 +8154,79804,,1975,365,5500,2 +8155,79804,,1976,366,4800,3 +8156,79804,,1977,365,4400,4 +8157,79804,,1978,255,1320,5 +8158,79804,,1979,271,2940,6 +8159,79804,,1980,225,2150,7 +8160,79871,,1973,24,1300,1 +8161,79871,,1974,365,11000,2 +8162,79871,,1975,365,9900,3 +8163,79871,,1976,366,6600,4 +8164,79871,,1977,354,7100,5 +8165,79871,,1978,365,10220,6 +8166,79871,,1979,365,8760,7 +8167,79871,,1980,366,8050,8 +8168,79871,,1981,365,6210,9 +8169,79871,,1982,365,6940,10 +8170,79871,,1983,365,6419,11 +8171,79877,,1972,63,1034,1 +8172,79877,,1973,299,4651,2 +8173,79877,,1974,365,1137,3 +8174,79877,,1975,365,3618,4 +8175,79877,,1976,366,4134,5 +8176,79877,,1977,365,3600,6 +8177,79877,,1978,350,3150,7 +8178,79877,,1979,365,4020,8 +8179,79877,,1980,366,3660,9 +8180,79877,,1981,365,2920,10 +8181,79877,,1982,365,3650,11 +8182,79877,,1983,365,4277,12 +8183,79877,,1984,224,1120,13 +8184,80097,,1970,28,2377,1 +8185,80097,,1971,354,24910,2 +8186,80097,,1972,366,20155,3 +8187,80097,,1973,328,16641,4 +8188,80097,,1974,166,6925,5 +8189,80097,,1975,350,15504,6 +8190,80097,,1976,351,12713,7 +8191,80097,,1977,356,11783,8 +8192,80097,,1978,365,13250,9 +8193,80097,,1979,365,13360,10 +8194,80097,,1980,366,12550,11 +8195,80097,,1981,365,8610,12 +8196,80097,,1982,92,4611,13 +8197,80097,,1983,239,10732,14 +8198,80159,,1978,24,9270,1 +8199,80159,,1979,362,40930,2 +8200,80159,,1980,354,18220,3 +8201,80159,,1981,365,13690,4 +8202,80159,,1982,365,12960,5 +8203,80159,,1983,365,10788,6 +8204,80159,,1984,366,8729,7 +8205,81307,,1968,30,1034,1 +8206,81307,,1969,365,8062,2 +8207,81307,,1970,359,7752,3 +8208,81307,,1971,256,14470,4 +8209,81307,,1972,350,19225,5 +8210,81307,,1973,292,16538,6 +8211,81307,,1974,320,12713,7 +8212,81307,,1975,324,12920,8 +8213,81307,,1976,133,6822,9 +8214,81307,,1977,124,8475,10 +8215,81307,,1978,365,10670,11 +8216,81307,,1979,365,10940,12 +8217,81307,,1980,366,10530,13 +8218,81307,,1981,365,10670,14 +8219,81307,,1982,365,10660,15 +8220,81307,,1983,361,10013,16 +8221,81318,,1971,29,0,1 +8222,81318,,1972,328,2997,2 +8223,81318,,1973,338,2790,3 +8224,81318,,1974,320,2584,4 +8225,81318,,1975,365,3204,5 +8226,81318,,1976,219,1860,6 +8227,81318,,1977,363,1550,7 +8228,81318,,1978,365,2350,8 +8229,81318,,1979,365,2280,9 +8230,81318,,1980,366,2360,10 +8231,81318,,1981,327,2150,11 +8232,81318,,1982,327,2130,12 +8233,81318,,1983,147,885,13 +8234,81318,,1984,352,1954,14 +8235,81334,,1973,242,3307,1 +8236,81334,,1974,361,4444,2 +8237,81334,,1975,361,2997,3 +8238,81334,,1976,349,3514,4 +8239,81334,,1977,365,4548,5 +8240,81334,,1978,365,3820,6 +8241,81334,,1979,365,3760,7 +8242,81334,,1980,366,2700,8 +8243,81334,,1981,365,3190,9 +8244,81334,,1982,350,3050,10 +8245,81334,,1983,138,1370,11 +8246,81334,,1984,359,3798,12 +8247,81343,,1979,265,4360,1 +8248,81343,,1980,366,4900,2 +8249,81343,,1981,365,4630,3 +8250,81343,,1982,365,4140,4 +8251,81343,,1983,365,4696,5 +8252,81343,,1984,366,5102,6 +8253,81378,,1965,31,2481,1 +8254,81378,,1966,296,26874,2 +8255,81378,,1967,365,19639,3 +8256,81378,,1968,353,14677,4 +8257,81378,,1969,346,12610,5 +8258,81378,,1970,359,11266,6 +8259,81378,,1971,364,8579,7 +8260,81378,,1972,343,11060,8 +8261,81378,,1973,302,9612,9 +8262,81378,,1974,338,8165,10 +8263,81378,,1975,324,8889,11 +8264,81378,,1976,237,6822,12 +8265,81378,,1977,129,3618,13 +8266,81378,,1978,14,410,14 +8267,81379,,1965,31,2687,1 +8268,81379,,1966,326,15917,2 +8269,81379,,1967,365,11990,3 +8270,81379,,1968,363,10646,4 +8271,81379,,1969,346,9302,5 +8272,81379,,1970,363,10336,6 +8273,81379,,1971,365,9509,7 +8274,81379,,1972,335,9406,8 +8275,81379,,1973,300,7959,9 +8276,81379,,1974,320,7338,10 +8277,81379,,1975,336,8475,11 +8278,81379,,1976,364,7752,12 +8279,81379,,1977,364,5478,13 +8280,81379,,1978,365,8790,14 +8281,81379,,1979,350,8280,15 +8282,81379,,1980,366,7920,16 +8283,81379,,1981,365,7870,17 +8284,81379,,1982,365,7530,18 +8285,81379,,1983,153,4128,19 +8286,81379,,1984,366,7906,20 +8287,81380,,1979,268,2830,1 +8288,81380,,1980,366,3490,2 +8289,81380,,1981,365,3040,3 +8290,81380,,1982,364,3030,4 +8291,81380,,1983,152,1400,5 +8292,81380,,1984,366,2629,6 +8293,81412,,1973,118,2481,1 +8294,81412,,1974,363,6925,2 +8295,81412,,1975,344,6615,3 +8296,81412,,1976,345,6718,4 +8297,81412,,1977,355,6925,5 +8298,81412,,1978,360,6710,6 +8299,81412,,1979,355,6710,7 +8300,81412,,1980,341,6550,8 +8301,81412,,1981,328,6720,9 +8302,81412,,1982,330,6430,10 +8303,81412,,1983,337,6556,11 +8304,81412,,1984,345,6225,12 +8305,81417,,1952,337,12196,1 +8306,81417,,1953,355,9612,2 +8307,81417,,1954,365,9199,3 +8308,81417,,1955,364,8475,4 +8309,81417,,1956,130,2687,5 +8310,81417,,1957,155,413,6 +8311,81417,,1958,359,4031,7 +8312,81417,,1959,96,1964,8 +8313,81417,,1960,353,12885,9 +8314,81447,,1965,31,3514,1 +8315,81447,,1966,355,32972,2 +8316,81447,,1967,365,22636,3 +8317,81447,,1968,362,23359,4 +8318,81447,,1969,365,23359,5 +8319,81447,,1970,347,23359,6 +8320,81447,,1971,297,38347,7 +8321,81447,,1972,344,41964,8 +8322,81447,,1973,335,40207,9 +8323,81447,,1974,328,35556,10 +8324,81447,,1975,365,36176,11 +8325,81447,,1976,366,34006,12 +8326,81447,,1977,365,34729,13 +8327,81447,,1978,365,30660,14 +8328,81447,,1979,350,28000,15 +8329,81447,,1980,366,24160,16 +8330,81447,,1981,351,26680,17 +8331,81447,,1982,64,5120,18 +8332,81447,,1983,153,12461,19 +8333,81447,,1984,366,34526,20 +8334,81448,,1965,31,827,1 +8335,81448,,1966,347,7132,2 +8336,81448,,1967,365,8269,3 +8337,81448,,1968,362,8269,4 +8338,81448,,1969,345,8890,5 +8339,81448,,1970,365,5685,6 +8340,81448,,1971,364,5271,7 +8341,81448,,1972,347,6512,8 +8342,81448,,1973,365,5995,9 +8343,81448,,1974,350,4341,10 +8344,81448,,1975,365,5271,11 +8345,81448,,1976,366,6408,12 +8346,81448,,1977,365,5685,13 +8347,81448,,1978,365,6940,14 +8348,81448,,1979,350,8400,15 +8349,81448,,1980,366,5120,16 +8350,81448,,1981,351,4560,17 +8351,81448,,1982,364,6550,18 +8352,81448,,1983,75,1556,19 +8353,81448,,1984,269,3227,20 \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/data/test_compositionR.csv b/apps/dashr-oil-and-gas-ternary/data/test_compositionR.csv new file mode 100644 index 000000000..e6e075070 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/data/test_compositionR.csv @@ -0,0 +1,380 @@ +"","RecordNumber","API_Number","permit","nlat83","wlon83","elev","op","well","farm","cmpl","TD","tdfm","result","current_op","X","fm_name","Quartz","Carbonate","Clay" +"1",8670,16071000120000," 42331",37.463718,-82.780373,1268,"KEPCO, INC","KL363","MOORE, H L","12-May-81",3778,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",82,48,87 +"2",8671,16071000100000," 41800",37.456729,-82.800344,1008,"KEPCO, INC","KL315","MARTIN, HELEN","04-Aug-81",2906,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",63,9,11 +"3",8672,16071000080000," 41579",37.447254,-82.774933,1350,"KEPCO, INC","KL309","MARTIN, SPENCER","14-Apr-81",3293,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",18,80,91 +"4",8674,16071000220000," 44113",37.44126,-82.764946,1404,"KEPCO, INC","KL394","WALLEN, ELIJAH","23-Jul-81",3378,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",75,73,67 +"5",8675,16071000110000," 42330",37.433296,-82.828912,1209,"KEPCO, INC","KL362","MARTIN, M F","03-Mar-82",3069,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",44,9,39 +"6",8677,16071000150000," 43270",37.553845,-82.715804,1034,"KEPCO, INC","KF379","DINGUS, PHILLIP","31-Dec-81",3022,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",64,6,9 +"7",8724,16071000170000," 43874",37.735256,-82.794899,655,"KEPCO, INC","KL390","BURCHETT, ROBERT L","04-Feb-82",2058,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",92,40,15 +"8",11192,16115000010000," 27515",37.751236,-82.792287,703,"KENTUCKY WEST VIRGINIA GAS CO","1575","WELLS, J K","19-Mar-74",2032,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",69,68,14 +"9",11257,16119000450000," 53422",37.331027,-83.021711,1101,"ASHLAND EXPLORATION, INC","13","EASTERN KENTUCKY REALTY CO","25-Jan-83",2911,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",32,96,27 +"10",11260,1.6119004e+13," 37271",37.41241,-83.087809,1237,"KEPCO, INC","1738","GOODLOE BROTHERS CO","04-Aug-80",2962,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",24,66,93 +"11",11264,16119002640000," 38853",37.404326,-83.055508,1541,"INLAND GAS CO, INC","596","EVANS OIL & GAS TRUST","17-Nov-80",3227,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",12,68,51 +"12",11265,16119002650000," 38854",37.41241,-83.050602,1342,"INLAND GAS CO, INC","597","EVANS OIL & GAS TRUST","28-Dec-80",3009,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",22,50,59 +"13",11298,16119000200000," 41935",37.393958,-82.90327,1493,"KEPCO, INC","KF319","HICKS, ISAAC","28-Aug-81",3326,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",14,77,62 +"14",11300,16119000180000," 41850",37.412372,-82.78287,926,"KEPCO, INC","KL327","OSBORNE, SHERWOOD","10-Aug-81",2864,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",34,53,100 +"15",11304,16119004760000," 39213",37.436972,-83.09166,1234,"KENTUCKY WEST VIRGINIA GAS CO","1737","GOODLOE BROTHERS CO, INC","17-Jan-81",2891,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",85,5,47 +"16",11305,16119000060000," 36969",37.417491,-83.092597,1175,"KENTUCKY WEST VIRGINIA GAS CO","1732","GOODLOE BROTHERS CO, INC","29-Jul-80",2882,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",27,5,50 +"17",11316,16119004700000," 37544",37.435489,-83.048856,1175,"KENTUCKY WEST VIRGINIA GAS CO","1741","ARIO CORP","06-Oct-80",2825,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",19,96,97 +"18",11318,16119002670000," 39456",37.448998,-83.03212,1007,"INLAND GAS CO, INC","600","EVANS OIL & GAS TRUST","01-Feb-81",2603,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",20,24,41 +"19",11320,16119002660000," 39455",37.446554,-83.015178,1019,"INLAND GAS CO, INC","599","EVANS OIL & GAS TRUST","17-Jan-81",2570,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",70,52,26 +"20",11322,16119000170000," 41527",37.42411,-83.03107,1365,"KEPCO, INC","KL307","ARIO CORP","22-Feb-81",3042,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",82,97,95 +"21",11326,16119000140000," 41399",37.421061,-83.037724,1226,"KEPCO, INC","KL60","ARIO CORP","14-Mar-81",2900,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,61,86 +"22",11327,16119000150000," 41466",37.427841,-83.037913,1190,"KEPCO, INC","KL61","ARIO CORP","07-Mar-81",2837,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",7,9,50 +"23",11328,16119004910000," 37124",37.418068,-83.043519,1224,"KENTUCKY WEST VIRGINIA GAS CO","1734","COMBS, PAUL C","17-Sep-80",2926,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",95,85,75 +"24",11332,16119003980000," 39252",37.423601,-83.058981,1280,"KENTUCKY WEST VIRGINIA GAS CO","1719","ARIO CORP","26-Aug-80",2976,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",93,78,79 +"25",11631,16127005190000," 136",38.001052,-82.754739,915,"KENTUCKY WEST VIRGINIA GAS CO","1138","MOORE, CLIFTON","22-Sep-60",2772,"355BGSX","GAS","GAS ACQUISITION CORP",0,"Big Six Sd",93,51,78 +"26",12402,16133005200000," 34605",37.145331,-82.974557,1376,"KENTUCKY WEST VIRGINIA GAS CO","1709","COLLINS, ROBERT JR","21-Sep-79",3738,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",43,98,4 +"27",16124,16193000310000," 44533",37.196798,-83.245092,1245,"KEPCO, INC","KL391","BAKER, JOHN ET AL","29-Sep-81",3257,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",94,98,48 +"28",16189,16195000840000," 50216",37.384075,-82.622449,1722,"ASHLAND EXPLORATION, INC","78R","COLONY COAL & COKE CO","27-Oct-82",4070,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",43,80,33 +"29",16193,16195000780000," 49757",37.376962,-82.613363,1257,"ASHLAND EXPLORATION, INC","77","COLONY COAL & COKE CO","19-Jul-82",3652,"341OLNG","GAS","BLAZER ENERGY CORP",0,"Olentangy Mbr, Ohio Sh",89,32,43 +"30",16196,16195000740000," 49364",37.349224,-82.622218,1563,"ASHLAND EXPLORATION, INC","79R","COLONY COAL & COKE CO","30-Jul-82",4156,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",13,23,71 +"31",16200,16195000860000," 50707",37.407347,-82.417872,1226,"ASHLAND EXPLORATION, INC","6","FORD, JOHN HEIRS","17-Oct-82",4447,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",27,84,90 +"32",16208,16195000480000," 44203",37.409801,-82.411055,1137,"ASHLAND EXPLORATION, INC","5","FORD, JOHN HEIRS","18-Nov-81",4384,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",5,73,13 +"33",16209,16195000850000," 50706",37.398045,-82.414161,1041,"ASHLAND EXPLORATION, INC","7","FORD, JOHN HEIRS","26-Aug-82",4060,"341OHIO","GAS","BLAZER ENERGY CORP",0,"Ohio Sh",21,33,8 +"34",16210,16195000710000," 48388",37.397803,-82.399983,1258,"ASHLAND EXPLORATION, INC","3","FORD, CHARLES HEIRS ET AL","10-Jun-82",4589,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",1,98,98 +"35",16215,16195000730000," 48846",37.387453,-82.314602,1147,"ASHLAND EXPLORATION, INC","72","COLONY COAL & COKE CO","22-May-82",4805,"341OHIO","GAS","BLAZER ENERGY CORP",0,"Ohio Sh",76,18,52 +"36",16216,16195000720000," 48660",37.3701,-82.322173,1981,"ASHLAND EXPLORATION, INC","66","REPUBLIC STEEL CORP","07-Jul-82",5662,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",45,19,52 +"37",16217,16195000660000," 47750",37.366804,-82.317871,1353,"ASHLAND EXPLORATION, INC","67","REPUBLIC STEEL CORP","07-Apr-82",4731,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",15,37,66 +"38",16218,16195001010000," 53652",37.361116,-82.317633,1750,"ASHLAND EXPLORATION, INC","68","REPUBLIC STEEL CORP","25-Feb-83",5415,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,43,38 +"39",16218,16195001010000," 53652",37.361116,-82.317633,1750,"ASHLAND EXPLORATION, INC","68","REPUBLIC STEEL CORP","20-Jul-00",5380,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",1,"Olentangy Mbr, Ohio Sh",55,84,58 +"40",16222,16195000700000," 47998",37.494058,-82.596774,990,"ASHLAND EXPLORATION, INC","13","JAMES HATCHER LAND CO, INC","26-Apr-82",3275,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",0,"Olentangy Mbr, Ohio Sh",49,27,72 +"41",16223,16195000690000," 47956",37.491672,-82.548841,1012,"ASHLAND EXPLORATION, INC","5","CASSADY, J W & VICTORIA","06-May-82",3442,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",0,"Olentangy Mbr, Ohio Sh",62,85,37 +"42",16224,16195000910000," 51878",37.492448,-82.567976,970,"ASHLAND EXPLORATION, INC","14","JAMES HATCHER LAND CO, INC","03-Nov-82",3529,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",83,78,65 +"43",16225,16195000650000," 47626",37.483227,-82.580108,973,"ASHLAND EXPLORATION, INC","12","JAMES HATCHER LAND CO, INC","17-Apr-82",3508,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",78,100,28 +"44",16236,16195000610000," 46352",37.446677,-82.373348,1007,"ASHLAND EXPLORATION, INC","15","MASON COAL & COKE CO","08-Mar-82",4052,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",54,57,89 +"45",16271,16195000570000," 45530",37.528912,-82.551276,852,"ASHLAND EXPLORATION, INC","9","WEDDINGTON, BALLARD & JOHN HEIRS","27-Jan-82",3268,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",75,58,31 +"46",16272,16195000600000," 46178",37.50401,-82.561978,875,"ASHLAND EXPLORATION, INC","9","JAMES HATCHER LAND CO, INC","19-Feb-82",3292,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",62,66,61 +"47",16274,16195000640000," 47544",37.508651,-82.576611,1223,"ASHLAND EXPLORATION, INC","4","KENTUCKY WEST VIRGINIA GAS CO","09-Aug-82",3768,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",56,99,89 +"48",22683,16071000090000," 41639",37.436492,-82.757577,1068,"KEPCO, INC","KL310","TURNER, ADAM","04-Apr-82",3054,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",6,28,55 +"49",23294,16119000080000," 40385",37.363371,-82.971139,1396,"KENTUCKY WEST VIRGINIA GAS CO","7349","CALHOUN, JOHN","31-Dec-80",3210,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",33,7,70 +"51",23461,16133002840000," 37644",37.150458,-82.740761,1570,"KENTUCKY WEST VIRGINIA GAS CO","1745","ELKHORN COAL CO, INC","18-Nov-80",4329,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",24,57,34 +"52",27166,16071000130000," 42637",37.44068,-82.824106,1280,"KEPCO, INC","KF359","MARTIN, D D","22-Feb-82",3157,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",43,82,38 +"53",28546,16193000340000," 47052",37.19474,-83.115527,1478,"KEPCO, INC","KL429","BRASHEAR, FELIX","12-Feb-83",3644,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",47,33,45 +"54",31254,16119000630000," 61545",37.351305,-83.006423,1637,"ASHLAND EXPLORATION, INC","1","EASTERN KY REALTY-COMBS UNIT","14-Jan-85",3397,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",56,57,58 +"55",31456,16133001400000," 29793",37.137493,-83.023138,1193,"KENTUCKY WEST VIRGINIA GAS CO","1618","CAMPBELL, LAURA","12-Feb-76",3571,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",25,48,23 +"56",31476,16133000830000," 24373",37.120538,-83.034591,1267,"KENTUCKY WEST VIRGINIA GAS CO","1477","CAMPBELL, LESS ET UX","02-Jun-71",3671,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",57,72,86 +"57",31496,16133001310000," 28011",37.10696,-83.032225,1223,"KENTUCKY WEST VIRGINIA GAS CO","1407","REYNOLDS, ELIHU ET AL","21-Aug-74",3653,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",85,67,73 +"58",31499,16133001480000," 32658",37.103406,-83.013495,1388,"KENTUCKY WEST VIRGINIA GAS CO","1662","CAMPBELL, MELDIE","07-Mar-78",3852,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",8,19,8 +"59",31540,16133003660000," 26426",37.119139,-82.966409,1020,"KENTUCKY WEST VIRGINIA GAS CO","7180","ISON, MOSES","28-Feb-73",3519,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",96,87,58 +"60",31543,16133003670000," 26558",37.122186,-82.97298,1018,"KENTUCKY WEST VIRGINIA GAS CO","7189","ISON, MOSES","16-May-73",3500,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",42,66,51 +"61",31559,16133001220000," 27207",37.116075,-82.973408,1350,"KENTUCKY WEST VIRGINIA GAS CO","7215","ISON, MOSES","13-Feb-74",3882,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",9,60,69 +"62",31573,16133000980000," 25518",37.162264,-82.705026,1458,"KENTUCKY WEST VIRGINIA GAS CO","7158","MINERAL FUEL CO","11-Oct-72",4120,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",42,16,84 +"63",31649,16133001360000," 29206",37.176565,-82.890354,1396,"KENTUCKY WEST VIRGINIA GAS CO","1555","KYCOGA LAND CO","29-Oct-75",3770,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",9,11,88 +"64",31744,16133002710000," 965E9",37.25853,-82.75778,1523,"UNITED FUEL GAS CO","8923","COLLINS HARVIE LAND CO","19-May-60",3800,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",68,75,62 +"65",33069,16119000660000," 61818",37.482345,-82.96615,1594,"ASHLAND EXPLORATION, INC","51","EVANS, E J","26-May-84",3160,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",18,59,17 +"66",36443,16115003190000," 16060",37.779626,-82.882295,789,"KENTUCKY WEST VIRGINIA GAS CO","1301","BLAIR, ANDY","28-May-66",2473,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",67,43,66 +"67",37666,16127005090000," 808E8",38.004943,-82.753297,851,"KENTUCKY WEST VIRGINIA GAS CO","1105","MOORE, FOREST","19-Mar-59",3240,"357RHLL","GAS","GAS ACQUISITION CORP",0,"Rose Hill",71,28,44 +"69",37673,16127005150000," 773E9",38.015521,-82.762385,893,"KENTUCKY WEST VIRGINIA GAS CO","1122","MOORE, MILTON","20-Jan-60",1888,"341OHIO","GAS","GAS ACQUISITION CORP",0,"Ohio Sh",100,79,39 +"70",39069,NA," 4254EF",37.488107,-82.28716,1317,"UNITED FUEL GAS CO","6147","DOTSON, FRANK ET AL","12-Mar-48",4550,"341OHIO","GAS","",0,"Ohio Sh",33,92,41 +"71",39086,16195018640000," 829E8",37.492003,-82.258948,1617,"UNITED FUEL GAS CO","8541","BALL, WILLIE","18-May-59",4915,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",93,17,88 +"72",39113,16195018950000," 556E8",37.393789,-82.343155,1000,"UNITED FUEL GAS CO","8663","KENTLAND COAL & COKE CO","20-Dec-58",4260,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",49,3,8 +"73",39122,16195018890000," 181E8",37.413202,-82.328897,1095,"UNITED FUEL GAS CO","8632","ROWE, G C","30-Oct-58",4324,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",24,12,36 +"74",39137,16195012860000," 429E9",37.41842,-82.30999,871,"KENTUCKY WEST VIRGINIA GAS CO","6490","ABSHIRE, A J","07-Dec-59",4129,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",46,82,54 +"75",39143,16195019180000," 94E9",37.433302,-82.269629,1010,"UNITED FUEL GAS CO","8755","HUNT, DEWEY ET AL","13-Jul-59",4376,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",98,11,3 +"76",39180,16195018090000," 2517EF",37.425781,-82.34022,943,"UNITED FUEL GAS CO","8325","ROWE, G C","18-Aug-55",4136,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",58,21,22 +"77",39192,16195018280000," 4096E",37.474323,-82.342287,1415,"UNITED FUEL GAS CO","6141","LAYNE, VICTOR ET AL","27-Aug-49",4425,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",62,67,8 +"78",39195,16195018400000," 87EF",37.469825,-82.330404,1482,"UNITED FUEL GAS CO","6498","JUSTICE, T H","18-Oct-49",4564,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",22,63,56 +"79",39216,16195018650000," 5128EF",37.51128,-82.175779,1165,"UNITED FUEL GAS CO","79","KENTLAND COAL & COKE CO","02-Feb-59",4556,"341OHIO","GAS","COLONIAL COAL CO, INC",0,"Ohio Sh",26,88,51 +"80",39257,16195018500000," 3689EF",37.588656,-82.148129,981,"UNITED FUEL GAS CO","8411","HATFIELD, MATTHEW","05-Sep-57",4090,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",26,1,78 +"81",39334,16195020990000," 338E9",37.512243,-82.071514,1141,"UNITED FUEL GAS CO","8823","WOLFORD, GREEN","23-Oct-59",4490,"341OHIO","GAS","COLUMBIA GAS TRANS CORP",0,"Ohio Sh",68,73,77 +"82",39366,16195018720000," 105E8",37.651156,-82.354619,1049,"UNITED FUEL GAS CO","8580","STEPP, T B","03-Sep-58",3749,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",9,82,44 +"83",39377,16195017470000," 379E9",37.69849,-82.344816,1224,"UNITED FUEL GAS CO","8778","LOWE, ESTHER ET AL","17-Oct-59",3858,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",9,94,3 +"84",39408,NA," 2165E8",37.651062,-82.336824,979,"UNITED FUEL GAS CO","8287","WILLIAMSON, B F","24-Apr-56",3674,"341OHIO","GAS","",0,"Ohio Sh",34,17,73 +"85",39435,16195019030000," 557E8",37.726842,-82.332334,863,"UNITED FUEL GAS CO","8685","TROUT, THOMAS","01-Nov-58",3447,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",72,74,53 +"86",39450,16195017370000," 490E9",37.656591,-82.373402,688,"UNITED FUEL GAS CO","8866","BEVINS, M L","13-Nov-59",3350,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",64,14,73 +"87",39455,16195017380000," 606E9",37.641673,-82.35211,977,"UNITED FUEL GAS CO","8875","MAYNARD, MILLARD","26-Dec-59",3686,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",60,32,52 +"88",39470,NA," 2137EF",37.651474,-82.327499,1140,"UNITED FUEL GAS CO","8288","WILLIAMSON, B F","27-Aug-54",3824,"341OHIO","GAS","",0,"Ohio Sh",79,12,42 +"89",39494,16195017900000," 2103EF",37.637406,-82.444286,1272,"UNITED FUEL GAS CO","8227","FEDERAL GAS, OIL & COAL CO","25-Oct-54",3878,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,16,65 +"90",39496,16195017830000," 1771EF",37.652472,-82.435406,915,"UNITED FUEL GAS CO","8167","BEVINS, V E (TRUSTEE)","04-Apr-54",3467,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",88,71,99 +"91",39522,16195007120000," 32733",37.650824,-82.428325,1128,"COLUMBIA GAS TRANSMISSION CORP","8278","BEVINS, V E","20-Jul-78",4062,"344CORN","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Corniferous",32,63,83 +"92",39527,16195018450000," 3150EF",37.663059,-82.407811,887,"UNITED FUEL GAS CO","8404","FEDERAL GAS, OIL & COAL CO","26-May-56",3500,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",14,22,69 +"93",39530,16195019490000," 882EF",37.672022,-82.477114,1100,"UNITED FUEL GAS CO","6885","WEDDINGTON, BALLARD","18-Jan-52",3442,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",61,78,6 +"94",39531,16195007780000," 702",37.653845,-82.382988,1031,"UNITED FUEL GAS CO","8969","BEVINS, CORA B","29-Dec-60",3714,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",57,90,79 +"95",39550,16195019250000," 548EF",37.627841,-82.413214,1203,"UNITED FUEL GAS CO","6646","BEVINS, J MONT","31-Mar-51",3880,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",100,71,75 +"96",39608,NA,"",37.666627,-82.535797,950,"WARFIELD NATURAL GAS CO","5246","TAYLOR, JOE ET AL","09-Nov-43",3125,"341OHIO","GAS","",0,"Ohio Sh",29,67,57 +"97",39632,16195033490000," N21127",37.664842,-82.546938,920,"WARFIELD NATURAL GAS CO","5495","MCCOY, GEMIMA ET AL","12-Nov-44",3113,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",55,65,85 +"98",39678,16195017960000," 2034EF",37.649274,-82.539422,760,"UNITED FUEL GAS CO","8252","THOMPSON, E C","03-Jul-54",2976,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",8,12,91 +"99",39777,16195010050000," 33136",37.555045,-82.374467,1170,"KENTUCKY WEST VIRGINIA GAS CO","1682","WILLIAMS, ROBERT","10-Apr-79",3997,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",96,73,30 +"100",39937,NA,"",37.509252,-82.31615,1520,"UNITED FUEL GAS CO","5379","PHILLIPS, JOHN F","08-Dec-49",4518,"341OHIO","GAS","",0,"Ohio Sh",87,29,9 +"101",39943,16195019390000," 687EF",37.506694,-82.330786,1466,"UNITED FUEL GAS CO","6746","PHILLIPS, JOHN F","15-Dec-51",4427,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",87,27,81 +"102",40047,16195011180000," 33790",37.559664,-82.381091,1300,"KENTUCKY WEST VIRGINIA GAS CO","1691","WILLIAMS, ROBERT","29-Feb-80",4099,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",73,24,53 +"103",40072,NA," 4073EF",37.553076,-82.460898,786,"UNITED FUEL GAS CO","5852","LOWE, IRVIN ET AL","01-Sep-47",3359,"341OHIO","GAS","",0,"Ohio Sh",100,16,12 +"104",40085,16195009500000," 27768",37.553845,-82.384109,1021,"KENTUCKY WEST VIRGINIA GAS CO","1585","WILLIAMS, ROBERT","13-May-74",3860,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",91,72,84 +"105",40201,16195019480000," 948EF",37.574731,-82.477857,724,"UNITED FUEL GAS CO","6882","HOWARD, SIDNEY ET AL","31-Jul-52",3218,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",23,92,81 +"106",40221,16195017600000," 79E9",37.481411,-82.084712,1338,"UNITED FUEL GAS CO","8798","LITZ,GEORGE W","14-Sep-59",4884,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",76,100,13 +"107",40287,NA,"",37.527391,-82.541654,665,"WARFIELD NATURAL GAS CO","4203","HATFIELD, E M","07-Jun-30",3095,"341OHIO","GAS","",0,"Ohio Sh",80,7,29 +"108",40288,16195017890000," 2004EF",37.529863,-82.535965,1036,"UNITED FUEL GAS CO","8201","WILLIAMSON, I","30-Jun-54",3306,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",21,54,29 +"109",40572,NA,"",37.466631,-82.433032,1286,"UNITED FUEL GAS CO","4512","MORRIS, K B","13-Mar-52",3347,"341OHIO","GAS","",0,"Ohio Sh",71,85,32 +"111",40616,NA,"",37.421095,-82.491782,700,"WARFIELD NATURAL GAS CO","5465","RATLIFF, R H HEIRS","10-Oct-45",3436,"341OHIO","GAS","",0,"Ohio Sh",15,57,92 +"112",40625,NA,"",37.423258,-82.476446,1025,"UNITED FUEL GAS CO","4987","FIDLER, MATTIE ET AL","21-Apr-41",3676,"341OHIO","GAS","",0,"Ohio Sh",66,33,74 +"113",40628,NA,"",37.418829,-82.457102,750,"WARFIELD NATURAL GAS CO","5083","JOHNSON, R S ET AL","13-May-42",3570,"341OHIO","GAS","",0,"Ohio Sh",6,46,23 +"114",40646,NA,"",37.393409,-82.442084,1150,"WARFIELD NATURAL GAS CO","5038","COX, DAVID","24-Nov-41",3878,"341OHIO","GAS","",0,"Ohio Sh",47,22,4 +"115",40680,16195020050000," N7334",37.381068,-82.446215,950,"WARFIELD NATURAL GAS CO","4898","LONG, A C ET AL","16-Feb-41",3859,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",78,19,54 +"116",40708,16195017820000," 1581EF",37.48505,-82.378422,1346,"UNITED FUEL GAS CO","8120","LAYNE, C F","12-Apr-54",4251,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",40,15,53 +"117",40712,16195009590000," 31136",37.482537,-82.429198,971,"KENTUCKY WEST VIRGINIA GAS CO","1641","WHITIS, BEE","25-Feb-77",3760,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",43,21,70 +"118",40954,NA,"",37.440301,-82.541301,717,"UNITED FUEL GAS CO","5780","ROWE, G C","03-Jun-47",3109,"341OHIO","GAS","",0,"Ohio Sh",56,58,14 +"119",40956,16195018390000," 210EF",37.450238,-82.516368,951,"UNITED FUEL GAS CO","6491","YORK, W C ET AL","25-Aug-50",3439,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",85,24,100 +"120",40958,NA," 4120EF",37.456042,-82.505512,1109,"UNITED FUEL GAS CO","6183","CREEKMORE, TOT RUTH","28-May-48",3624,"341OHIO","GAS","",0,"Ohio Sh",90,29,56 +"121",41217,16195010100000," 34845",37.260183,-82.481147,1391,"KENTUCKY WEST VIRGINIA GAS CO","1712","BLAIR FORK COAL CO","15-Nov-79",4555,"341OHIO","GAS","QUALITY NATURAL GAS, LLC",0,"Ohio Sh",81,29,12 +"122",41503,NA," 27042",37.327978,-82.546217,1154,"KENTUCKY WEST VIRGINIA GAS CO","5960","ROBERTS, JESSE","07-Jun-74",3780,"341OHIO","GAS","",0,"Ohio Sh",75,23,14 +"123",45437,NA,"",37.424265,-82.721366,1225,"WARFIELD NATURAL GAS CO","5105","ELKHORN COAL CORP","10-Aug-42",3109,"341OHIO","GAS","",0,"Ohio Sh",15,18,50 +"124",45914,16119000740000," 65211",37.493341,-82.977604,1076,"ASHLAND EXPLORATION, INC","54","EVANS, E J","29-Nov-84",2607,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,79,20 +"125",47015,16119018970000," 31538",37.402293,-83.104366,1432,"INLAND GAS CO, INC","563","SCHMIDT, HENRY J","13-Mar-77",3495,"357RHLL","GAS","",0,"Rose Hill",9,87,98 +"126",47016,16119002920000," 31540",37.434844,-83.120197,1385,"INLAND GAS CO, INC","570","SCHMIDT, HENRY J","10-Mar-77",3317,"357CLNTS","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Clinton Sd",16,13,27 +"127",47018,16119002940000," 31876",37.433471,-83.102583,944,"INLAND GAS CO, INC","572","SCHMIDT, HENRY J","25-Jun-77",2551,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",54,87,77 +"128",47021,16119002630000," 36386",37.409347,-83.059878,1512,"INLAND GAS CO, INC","595","EVANS OIL & GAS TRUST","24-Jan-80",3182,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",46,76,27 +"129",47022,16119002590000," 32192",37.46138,-83.044488,964,"INLAND GAS CO, INC","581","EVANS OIL & GAS TRUST","09-Jun-77",2519,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",75,75,61 +"130",47023,16119006670000," 33609",37.45147,-83.025902,1008,"INLAND GAS CO, INC","594","COMPTON, WILLIAM","31-Aug-78",2598,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,55,3 +"131",47025,16119003950000," 34543",37.430244,-83.089704,1117,"KENTUCKY WEST VIRGINIA GAS CO","1708","GOODLOE BROTHERS CO, INC","24-May-79",2794,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",72,50,5 +"132",47026,16119003940000," 34542",37.425891,-83.097211,1120,"KENTUCKY WEST VIRGINIA GAS CO","1707","GOODLOE BROTHERS CO, INC","01-Jun-79",2806,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",43,69,56 +"133",47028,16119003880000," 32887",37.421912,-83.103162,1082,"KENTUCKY WEST VIRGINIA GAS CO","1672","KYCOGA LAND CO","14-Apr-78",2756,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",6,9,90 +"134",47205,16119003960000," 34759",37.416213,-83.051266,1552,"KENTUCKY WEST VIRGINIA GAS CO","1713","ARIO CORP","19-Jun-79",3225,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,14,70 +"135",47208,16119003920000," 34395",37.429172,-83.062597,1020,"KENTUCKY WEST VIRGINIA GAS CO","1703","ARIO CORP","17-May-79",2713,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",85,39,10 +"136",47209,16119003900000," 33175",37.423945,-83.078857,980,"KENTUCKY WEST VIRGINIA GAS CO","1684","ARIO CORP","16-Nov-78",2682,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",8,71,22 +"137",47210,16119011010000," 33325",37.417491,-83.079632,1173,"KENTUCKY WEST VIRGINIA GAS CO","1685","ARIO CORP","09-Nov-78",2836,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",20,73,68 +"138",47211,16119003910000," 34397",37.426632,-83.070861,998,"KENTUCKY WEST VIRGINIA GAS CO","1701","ARIO CORP","10-May-79",2704,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",8,21,18 +"139",47220,16119003460000," 26507",37.405493,-83.087292,1142,"KENTUCKY WEST VIRGINIA GAS CO","1551","GOODLOE BROTHERS CO, INC","28-Apr-73",2892,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",74,84,83 +"140",47221,16119013640000," 31319",37.403914,-83.099311,1421,"KENTUCKY WEST VIRGINIA GAS CO","1646","GOODLOE BROTHERS CO, INC","01-Jul-77",3140,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",1,63,89 +"141",47222,16119003490000," 32076",37.411407,-83.095502,1186,"KENTUCKY WEST VIRGINIA GAS CO","1651","GOODLOE BROTHERS CO, INC","21-Oct-77",2909,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",56,55,47 +"142",47224,16119011780000," 32542",37.416282,-83.099857,1079,"KENTUCKY WEST VIRGINIA GAS CO","1660","GOODLOE BROTHERS CO, INC","03-Jan-78",2787,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",34,36,78 +"143",47227,16119003480000," 31471",37.393752,-83.025159,1262,"KENTUCKY WEST VIRGINIA GAS CO","1648","CARTER, GRACE ET AL","18-May-77",2968,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",79,27,6 +"144",47228,16119013610000," 32075",37.40147,-83.021373,1212,"KENTUCKY WEST VIRGINIA GAS CO","1650","CARTER, GRACE ET AL","27-Jul-77",2888,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",14,31,85 +"145",47229,16119003670000," 31137",37.389472,-83.017896,1263,"KENTUCKY WEST VIRGINIA GAS CO","1642","CARTER, GRACE ET AL","15-Feb-77",2959,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",99,68,94 +"146",47230,16119003570000," 29034",37.387453,-83.110643,1220,"KENTUCKY WEST VIRGINIA GAS CO","1609","TURNER, CICLEY ET AL","15-Oct-75",2945,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",2,32,15 +"147",47231,16119003600000," 29653",37.392955,-83.116386,1118,"KENTUCKY WEST VIRGINIA GAS CO","1617","TURNER, CICLEY ET AL","20-Oct-75",2860,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",55,95,32 +"148",47233,16119003930000," 34396",37.395441,-83.014257,1207,"KENTUCKY WEST VIRGINIA GAS CO","1704","DOBSON, DORA","12-Jun-79",2937,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",2,53,98 +"149",47235,16119003990000," 36496",37.387934,-83.038066,1309,"KENTUCKY WEST VIRGINIA GAS CO","1725","COMBS, DORIS B","16-Jul-80",3023,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",48,30,54 +"150",47547,NA,"",37.320335,-83.002292,1370,"WARFIELD NATURAL GAS CO","4746","HARLAND, JOE","20-Aug-37",3089,"341OHIO","GAS","",0,"Ohio Sh",26,81,16 +"151",47549,16119007970000," N7333",37.325369,-83.004127,1225,"WARFIELD NATURAL GAS CO","4745","TIGNOR, JOE","10-Aug-37",2932,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",7,96,92 +"152",49629,16127005240000," 2438",37.995744,-82.752342,900,"KENTUCKY WEST VIRGINIA GAS CO","1157","BALL, MARY","30-Jun-61",2844,"357CLNT","GAS","GAS ACQUISITION CORP",0,"Clinton Sh",51,91,35 +"153",50553,NA,"",37.326605,-82.918386,1565,"WARFIELD NATURAL GAS CO","4398","ALLEN, C E","14-Jul-34",3393,"341OHIO","GAS","",0,"Ohio Sh",52,75,22 +"154",50771,NA,"",37.325781,-82.93832,1350,"WARFIELD NATURAL GAS CO","5111","JONES, H B","07-Oct-42",3131,"341OHIO","GAS","",0,"Ohio Sh",86,8,82 +"155",50775,NA,"",37.317079,-82.962368,1055,"WARFIELD NATURAL GAS CO","4837","CLARK, GEORGE","18-Jun-39",2836,"341OHIO","GAS","",0,"Ohio Sh",51,14,96 +"156",50969,NA," 8849",38.02537,-82.715538,820,"KENTUCKY WEST VIRGINIA GAS CO","1231","MCBRAYER, CHARLES","15-Sep-63",2844,"357CLNT","GAS","",0,"Clinton Sh",22,70,91 +"157",50972,16127005250000," 2774",38.019777,-82.709604,792,"KENTUCKY WEST VIRGINIA GAS CO","1167","ESTEP, WILLIAM","22-Aug-61",2830,"357CLNT","GAS","GAS ACQUISITION CORP",0,"Clinton Sh",28,76,91 +"158",50985,16119007600000," 391EF",37.236315,-82.9626,1161,"UNITED FUEL GAS CO","6514","STACY, S N ET AL","11-Jan-51",3279,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",3,84,84 +"159",51259,NA,"",37.323356,-82.96552,1120,"WARFIELD NATURAL GAS CO","4755","FRAZIER, LAURA","10-Sep-37",2942,"341OHIO","GAS","",0,"Ohio Sh",8,61,41 +"160",51331,NA,"",37.320335,-82.980124,1175,"WARFIELD NATURAL GAS CO","4881","CROIX, W S","29-Aug-40",2944,"341OHIO","GAS","",0,"Ohio Sh",77,80,29 +"161",51348,NA,"",37.332882,-82.982187,1140,"WARFIELD NATURAL GAS CO","4709","PRATT, JASPER","12-Feb-37",2862,"341OHIO","GAS","",0,"Ohio Sh",48,68,58 +"162",51351,NA,"",37.32839,-82.985912,1082,"WARFIELD NATURAL GAS CO","4744","GAYHEART, L","31-Jul-37",2805,"341OHIO","GAS","",0,"Ohio Sh",4,80,41 +"163",51503,16119003630000," 30110",37.230587,-82.889601,1454,"KENTUCKY WEST VIRGINIA GAS CO","1623","COMBS, N L","14-Apr-76",3628,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",46,43,34 +"164",51514,16119007630000," 3811EF",37.232884,-82.902115,1329,"UNITED FUEL GAS CO","8492","WARD, ELBERT","10-Jul-57",3427,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",40,32,11 +"165",52246,16131007040000," 33756",37.047621,-83.218446,1418,"KENTUCKY WEST VIRGINIA GAS CO","7293","CRESS, WILLIAM","26-Dec-78",3827,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",89,58,96 +"166",52282,16127017590000," 5669",38.014834,-82.714464,826,"KENTUCKY WEST VIRGINIA GAS CO","1201","ROBINETTE, LEE W","17-May-62",2862,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",24,90,46 +"167",52970,16131003180000," 26996",37.17216,-83.24897,1166,"KENTUCKY WEST VIRGINIA GAS CO","1568","KYCOGA LAND CO","26-Sep-73",3239,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",32,84,85 +"168",52985,16131003170000," 26739",37.169864,-83.238807,1302,"KENTUCKY WEST VIRGINIA GAS CO","1560","KYCOGA LAND CO","13-Jul-73",3419,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",52,49,18 +"169",52989,16131003150000," 26588",37.160361,-83.215224,1442,"KENTUCKY WEST VIRGINIA GAS CO","1554","EDWARDS, JOHN L","03-May-73",3560,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",100,78,1 +"170",52990,16131003300000," 30102",37.143299,-83.238393,1712,"KENTUCKY WEST VIRGINIA GAS CO","1622","FORDSON COAL CO","09-Mar-76",3861,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",43,74,66 +"171",53098,NA,"",37.269513,-82.915518,1391,"UNITED FUEL GAS CO","6286","PIGMAN, DEWITT","22-Sep-48",3371,"341OHIO","GAS","",0,"Ohio Sh",88,3,55 +"172",53133,16119007610000," 46EF",37.265393,-82.88648,1370,"UNITED FUEL GAS CO","6524","PIGMAN, V B , HANKS, WALTER","05-Aug-49",3405,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",6,88,65 +"173",53145,16119007560000," 1301EF",37.256317,-82.902062,1337,"UNITED FUEL GAS CO","8057","STAMPER, GARLAND ET AL","30-May-53",3293,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",57,38,61 +"174",53159,16119003540000," 26728",37.2584,-82.904123,1102,"KENTUCKY WEST VIRGINIA GAS CO","1561","FRANCIS, NOLA ET AL","08-Jun-73",3133,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",31,77,54 +"175",53164,16119007690000," 838EF",37.252472,-82.897251,1710,"UNITED FUEL GAS CO","6900","BLAIR, WILLIAM","11-Feb-52",3430,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",67,39,36 +"176",53165,16119007660000," 827EF",37.255493,-82.907559,1240,"UNITED FUEL GAS CO","6858","AMBURGEY, G C","18-Jan-52",3196,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",13,73,53 +"177",53166,16119007590000," 4255E",37.273907,-82.906755,1288,"UNITED FUEL GAS CO","5833","VANCE, MARTHA","12-Oct-48",3321,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",1,69,18 +"178",53333,16119007650000," 390EF",37.308377,-82.856876,1186,"UNITED FUEL GAS CO","6589","CAUDILL, HARDIN","24-Nov-50",3148,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",80,46,93 +"179",53713,16131003230000," 27756",37.164014,-83.25374,1087,"KENTUCKY WEST VIRGINIA GAS CO","1584","KYCOGA LAND CO","03-Jul-74",3137,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",82,48,83 +"180",53821,16131003090000," 26152",37.145853,-83.217799,1702,"KENTUCKY WEST VIRGINIA GAS CO","1539","WELLS, ALBERT","12-Feb-73",3888,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",9,51,54 +"181",54346,16131003240000," 28120",37.157828,-83.251801,1200,"KENTUCKY WEST VIRGINIA GAS CO","1593","KYCOGA LAND CO","17-Sep-74",3276,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",85,8,49 +"182",55023,16119007620000," 348EF",37.28814,-82.948281,1512,"UNITED FUEL GAS CO","6527","AMBURGEY, LINDSAY","15-Sep-50",3446,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",90,11,62 +"183",55026,16119009800000," N10328",37.28608,-82.983161,1336,"UNITED FUEL GAS CO","5788","MADDEN, SAMUEL","06-May-47",3224,"341OHIO","GAS","COLUMBIA GAS TRANS CORP",0,"Ohio Sh",88,6,42 +"184",55032,16119008220000," 4070E",37.271336,-82.919244,1316,"UNITED FUEL GAS CO","5862","STAMPER, BENTON","23-Jun-48",3296,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",15,63,34 +"185",55033,16119007640000," 346EF",37.264844,-82.918095,1108,"UNITED FUEL GAS CO","6577","BANKS, BETTIE","04-Dec-50",3118,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",75,40,16 +"186",55103,NA,"",37.310213,-82.974059,1210,"WARFIELD NATURAL GAS CO","4590","PERKINS, EDGAR","23-Feb-36",3073,"341OHIO","GAS","",0,"Ohio Sh",4,74,97 +"187",55104,NA,"",37.306317,-82.956189,1625,"WARFIELD NATURAL GAS CO","5068","CROFT, A C","22-Apr-42",3351,"341OHIO","GAS","",0,"Ohio Sh",86,81,80 +"188",55109,NA,"",37.28508,-82.927546,1550,"WARFIELD NATURAL GAS CO","5067","DAY, LAURANIA","25-May-42",3203,"341OHIO","GAS","",0,"Ohio Sh",74,37,12 +"189",55339,NA,"",37.279589,-82.820842,1520,"WARFIELD NATURAL GAS CO","4634","AMBURGEY, W T","28-Nov-36",3555,"341OHIO","GAS","",0,"Ohio Sh",33,59,69 +"190",55340,16119008030000," 791E",37.316288,-82.768093,1360,"WARFIELD NATURAL GAS CO","4867","MARTIN, T A","17-Apr-40",3395,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",78,79,11 +"191",55342,NA,"",37.283023,-82.800602,1642,"HOWE OIL & GAS CO","H12","HARVEY COLLINS LAND CO","29-May-31",3779,"344CORN","GAS","",0,"Corniferous",70,100,68 +"192",55382,NA,"",37.33,-82.881669,1025,"WARFIELD NATURAL GAS CO","4845","SLONE, FERRELL","19-Aug-39",2859,"341OHIO","GAS","",0,"Ohio Sh",99,43,59 +"193",56424,NA,"",37.338924,-82.954356,1580,"WARFIELD NATURAL GAS CO","4995","MAGGARD, S D","22-Mar-41",3092,"341OHIO","GAS","",0,"Ohio Sh",28,65,79 +"194",56520,NA,"",37.352884,-82.936086,1250,"UNITED FUEL GAS CO","5764","PRATT, JASPER","07-Mar-48",2854,"341OHIO","GAS","",0,"Ohio Sh",72,28,22 +"195",56626,16119012880000," N21035",37.413471,-82.82309,1400,"KENTUCKY WEST VIRGINIA GAS CO","5159","TERRY, ISAAC","31-Oct-32",3153,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",38,57,37 +"196",57038,NA,"",37.423907,-82.780459,1320,"WARFIELD NATURAL GAS CO","4635","PIGMAN, MARY E","31-Aug-36",3139,"341OHIO","GAS","",0,"Ohio Sh",93,81,84 +"197",57123,16119000580000," 61238",37.463606,-82.953917,1572,"ASHLAND EXPLORATION, INC","49","EVANS, E J","30-May-84",3181,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",33,11,23 +"198",60313,NA,"",37.400412,-82.746902,1110,"WARFIELD NATURAL GAS CO","5197","ELKHORN COAL CORP","16-Jan-44",2974,"341OHIO","GAS","",0,"Ohio Sh",81,93,81 +"199",60317,NA,"",37.406692,-82.722742,1370,"WARFIELD NATURAL GAS CO","4206","ELLIOTT, R C","21-Oct-30",3331,"341OHIO","GAS","",0,"Ohio Sh",77,88,84 +"200",60445,NA,"",37.395982,-82.650222,1060,"WARFIELD NATURAL GAS CO","4349","HALL, MARTHA B","18-Feb-32",3282,"341OHIO","GAS","",0,"Ohio Sh",75,76,2 +"201",60699,16119003860000," 34346",37.339513,-83.104747,1015,"PLATEAU RESOURCE DEVELOPMENT CO","PR1","PARRIS, WM C & MARY ANN","09-May-79",2850,"344CORN","GAS","ROBERTS, HARRY S &/OR MCKINLEY RAY",0,"Corniferous",28,92,11 +"202",60740,NA,"",37.480862,-82.729026,920,"WARFIELD NATURAL GAS CO","3987","SPENCER, POLLY","27-Dec-29",2758,"341OHIO","GAS","",0,"Ohio Sh",41,25,23 +"203",60745,16071007260000," 1006E",37.496842,-82.682127,1360,"WARFIELD NATURAL GAS CO","5024","ELKHORN COAL CORP","24-Sep-41",3306,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",82,70,96 +"204",60776,NA,"",37.459801,-82.730922,960,"WARFIELD NATURAL GAS CO","5679","ELKHORN COAL CORP","03-Nov-45",2815,"341OHIO","GAS","",0,"Ohio Sh",66,99,58 +"205",60779,NA,"",37.459763,-82.71224,1435,"WARFIELD NATURAL GAS CO","5393","ELKHORN COAL CORP","17-Jul-45",3332,"341OHIO","GAS","",0,"Ohio Sh",67,79,69 +"206",60941,16071007520000," 3274E",37.437728,-82.702239,1260,"WARFIELD NATURAL GAS CO","5250","ELKHORN COAL CORP","13-Jan-44",3220,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",38,79,14 +"207",61043,NA,"",37.457278,-82.658399,1200,"WARFIELD NATURAL GAS CO","5472","ELKHORN COAL CORP","17-May-45",3262,"341OHIO","GAS","",0,"Ohio Sh",50,20,45 +"208",61046,NA,"",37.479626,-82.628337,1140,"WARFIELD NATURAL GAS CO","5470","ELKHORN COAL CORP","03-Mar-45",3223,"341OHIO","GAS","",0,"Ohio Sh",87,31,44 +"209",61047,NA,"",37.477391,-82.641135,960,"WARFIELD NATURAL GAS CO","4718","NEWSOME, F W","02-May-37",3009,"341OHIO","GAS","",0,"Ohio Sh",66,69,81 +"210",61048,16071005600000," 3803E",37.482266,-82.644709,870,"WARFIELD NATURAL GAS CO","5691","ELKHORN COAL CORP","29-Oct-46",2932,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",85,70,35 +"211",61051,NA,"",37.489925,-82.655687,895,"WARFIELD NATURAL GAS CO","5071","ELKHORN COAL CORP","15-Apr-42",2923,"341OHIO","GAS","",0,"Ohio Sh",74,49,97 +"212",61054,NA,"",37.497254,-82.648449,925,"WARFIELD NATURAL GAS CO","5072","ELKHORN COAL CORP","22-Feb-42",2920,"341OHIO","GAS","",0,"Ohio Sh",93,85,46 +"213",61055,NA,"",37.498627,-82.62644,700,"WARFIELD NATURAL GAS CO","4566","STURGILL, WILLIE B","05-Nov-35",2879,"341OHIO","GAS","",0,"Ohio Sh",60,8,71 +"214",61056,NA,"",37.495057,-82.630748,895,"WARFIELD NATURAL GAS CO","5678","ELKHORN COAL CORP","14-May-46",3010,"341OHIO","GAS","",0,"Ohio Sh",95,16,57 +"215",61063,16071006110000," N7193",37.51244,-82.762929,1070,"WARFIELD NATURAL GAS CO","4006","SALISBURY, ELIZABETH","02-May-30",2826,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",3,30,44 +"216",61067,NA,"",37.54385,-82.804969,975,"WARFIELD NATURAL GAS CO","3877","ALLEN, J H","13-Aug-29",2452,"341OHIO","GAS","UNITED FUEL GAS CO",0,"Ohio Sh",91,8,38 +"217",61917,NA,"",37.501473,-82.623437,910,"WARFIELD NATURAL GAS CO","4552","HOWELL, LEE","04-Jul-35",3067,"341OHIO","GAS","",0,"Ohio Sh",92,6,64 +"218",62177,16071003660000," 36560",37.659075,-82.618874,867,"KENTUCKY WEST VIRGINIA GAS CO","1726","GOBLE, CHRIS","04-Mar-80",2850,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",82,82,40 +"219",62581,NA,"",37.457104,-82.605732,880,"WARFIELD NATURAL GAS CO","4711","OSBORNE, W T","25-Feb-37",3089,"341OHIO","GAS","",0,"Ohio Sh",71,49,13 +"220",62582,NA,"",37.465669,-82.615682,1100,"WARFIELD NATURAL GAS CO","5066","KEATHLEY, GROVER C","22-Apr-42",3339,"341OHIO","GAS","",0,"Ohio Sh",73,73,7 +"221",62583,NA,"",37.464021,-82.605043,880,"WARFIELD NATURAL GAS CO","5059","BUSH, M T","21-Dec-41",3038,"341OHIO","GAS","",0,"Ohio Sh",21,33,52 +"222",62586,NA,"",37.471885,-82.613738,1020,"WARFIELD NATURAL GAS CO","5065","BUSH, JOHN B","10-Aug-42",3197,"341OHIO","GAS","",0,"Ohio Sh",92,15,93 +"223",62587,NA,"",37.472671,-82.623606,1059,"WARFIELD NATURAL GAS CO","4596","CLARK, R B","03-Mar-36",3268,"341OHIO","GAS","",0,"Ohio Sh",52,27,11 +"224",62590,16071009750000," N10662",37.554493,-82.749484,660,"WARFIELD NATURAL GAS CO","3914","ALLEN, TROY","15-Aug-29",2415,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",48,13,23 +"225",62592,16071015410000," N21123",37.57367,-82.748447,920,"WARFIELD NATURAL GAS CO","4305","COMBS, TOWNSEL","11-Aug-31",2643,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",88,28,4 +"226",62641,16071007160000," 905E",37.45769,-82.595349,1275,"UNITED FUEL GAS CO","4986","ROBERTS, RHODA J","17-Mar-41",3092,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",35,3,34 +"227",62701,NA,"",37.702815,-82.680568,725,"WARFIELD NATURAL GAS CO","4650","CLINE, A P","22-Aug-36",2323,"341OHIO","GAS","",0,"Ohio Sh",69,62,29 +"228",62742,NA,"",37.675232,-82.728151,795,"WARFIELD NATURAL GAS CO","4722","MAYO, G W","09-Apr-37",2405,"341OHIO","GAS","",0,"Ohio Sh",7,68,54 +"229",62744,NA,"",37.696664,-82.680102,660,"WARFIELD NATURAL GAS CO","4725","WARD, MALCOLM","23-Apr-37",2500,"341OHIO","GAS","",0,"Ohio Sh",31,89,91 +"230",62748,NA,"",37.691463,-82.701606,840,"WARFIELD NATURAL GAS CO","4720","PORTER, BELLE","04-May-37",2579,"341OHIO","GAS","COLUMBIA GAS TRANSMISSION CORP",0,"Ohio Sh",33,31,46 +"231",62836,16071003420000," 25264",37.686629,-82.722714,743,"COLUMBIA GAS TRANSMISSION CORP","9608","HARRIS, JOE T ET AL","21-Jan-72",2591,"344CORN","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Corniferous",95,7,50 +"232",62906,NA,"",37.366804,-82.710817,1120,"WARFIELD NATURAL GAS CO","3912","MULLINS, D J","02-Dec-29",3190,"341OHIO","GAS","",0,"Ohio Sh",5,1,89 +"233",63392,NA,"",37.554669,-82.691612,692,"WARFIELD NATURAL GAS CO","4547","BOYD, LINDSEY","28-Mar-35",2592,"341OHIO","GAS","",0,"Ohio Sh",10,14,63 +"234",63393,NA,"",37.558102,-82.673738,880,"WARFIELD NATURAL GAS CO","4564","AKERS, B K","13-Nov-35",2864,"341OHIO","GAS","",0,"Ohio Sh",51,68,44 +"235",63398,NA,"",37.535492,-82.742639,665,"WARFIELD NATURAL GAS CO","4057","STUMBO, WILLIAM","05-Feb-30",2413,"341OHIO","GAS","",0,"Ohio Sh",76,53,5 +"236",63401,NA,"",37.542173,-82.748965,740,"WARFIELD NATURAL GAS CO","3913","ALLEN, N O","10-Jul-29",2500,"341OHIO","GAS","",0,"Ohio Sh",32,39,92 +"237",63406,NA,"",37.502434,-82.709308,920,"WARFIELD NATURAL GAS CO","4545","MEAD, A L","27-Feb-35",2812,"341OHIO","GAS","",0,"Ohio Sh",15,96,13 +"238",63816,NA,"",37.708662,-82.649532,835,"WARFIELD NATURAL GAS CO","5091","CRIDER, ELSIE","16-Apr-42",2704,"341OHIO","GAS","",0,"Ohio Sh",72,49,60 +"239",63819,NA,"",37.68965,-82.638344,840,"WARFIELD NATURAL GAS CO","5092","MAYNARD, TAULBEE","21-Apr-42",2663,"341OHIO","GAS","",0,"Ohio Sh",93,97,62 +"240",63931,16159005020000," 2117EF",37.741474,-82.564742,1077,"UNITED FUEL GAS CO","8228","CLINE, DOLLIE","19-Aug-54",3129,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",36,31,28 +"241",63936,NA," 947EF",37.736217,-82.500346,718,"UNITED FUEL GAS CO","6665","MUNCY, HOMER ET AL","13-Oct-53",2959,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",46,97,21 +"242",64006,16159004970000," 1634EF",37.701883,-82.566265,841,"UNITED FUEL GAS CO","8119","RUMSEY, GEORGE A ET AL","20-Nov-53",2962,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",73,53,65 +"243",64007,16159004960000," 1573EF",37.697489,-82.523623,1252,"UNITED FUEL GAS CO","8101","RUMSEY, GEORGE A ET AL","20-Mar-54",3421,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,70,74 +"244",64008,16159005140000," 4384E",37.716077,-82.567751,765,"UNITED FUEL GAS CO","6311","MCCOY, P P ET AL","27-Jun-58",4102,"357CLNTS","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Clinton Sd",9,48,39 +"245",64032,16159002840000," 36771",37.727484,-82.577871,1090,"PLATEAU RESOURCE DEVELOPMENT CO","6","BLACKBURN, FOCH","23-Jan-80",3328,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",73,14,23 +"246",64680,NA,"",37.560449,-82.647118,650,"WARFIELD NATURAL GAS CO","4581","STRATTON, R P HEIRS","29-Nov-35",2710,"341OHIO","GAS","",0,"Ohio Sh",65,54,82 +"247",64751,NA,"",37.507103,-82.666027,1210,"WARFIELD NATURAL GAS CO","4522","MARTIN, NOAH","06-Oct-34",3187,"341OHIO","GAS","",0,"Ohio Sh",70,26,49 +"248",64753,16071006680000," 69",37.503433,-82.657584,690,"WARFIELD NATURAL GAS CO","4380","HAMILTON, JOHN N","11-Sep-33",2702,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",40,92,83 +"249",65079,NA,"",37.865019,-82.479523,1080,"WARFIELD NATURAL GAS CO","1863","COLLINSWORTH, M D","24-Dec-30",3048,"341OHIO","GAS","",0,"Ohio Sh",60,14,98 +"250",65086,NA,"",37.874631,-82.479956,1010,"WARFIELD NATURAL GAS CO","4703","COLLINSWORTH, M D","27-Mar-37",2967,"341OHIO","GAS","",0,"Ohio Sh",77,74,45 +"251",65167,NA," 4259EF",37.828528,-82.450519,1040,"UNITED FUEL GAS CO","6257","RATLIFF, W V","15-Jan-48",3059,"341OHIO","GAS","",0,"Ohio Sh",39,92,68 +"252",65186,NA,"",37.807003,-82.476411,950,"WARFIELD NATURAL GAS CO","5046","FEDERAL GAS, OIL & COAL CO","10-Feb-42",3045,"341OHIO","GAS","",0,"Ohio Sh",29,8,84 +"253",65187,NA,"",37.814058,-82.479872,1150,"WARFIELD NATURAL GAS CO","5034","BLANKENSHIP, A B","06-Oct-41",3181,"341OHIO","GAS","",0,"Ohio Sh",18,10,89 +"254",65189,NA,"",37.823258,-82.422206,700,"WARFIELD NATURAL GAS CO","2577","ROSS, FRANK","16-May-23",2711,"341OHIO","GAS","",0,"Ohio Sh",14,79,41 +"255",65313,NA,"",37.838963,-82.470476,860,"WARFIELD NATURAL GAS CO","1564","KIRK, J D","22-Jan-26",2604,"341OHIO","GAS","",0,"Ohio Sh",83,69,22 +"256",65315,NA,"",37.813646,-82.465109,1050,"WARFIELD NATURAL GAS CO","4539","KIRK, J D","07-Jan-35",3144,"341OHIO","GAS","",0,"Ohio Sh",68,82,77 +"257",65546,NA,"",37.769784,-82.485625,735,"UNITED FUEL GAS CO","6510","MOORE, J G","07-Mar-49",3001,"341OHIO","GAS","",0,"Ohio Sh",51,75,59 +"258",65571,NA,"",37.809897,-82.462903,1010,"WARFIELD NATURAL GAS CO","5045","FEDERAL GAS, OIL & COAL CO","08-Nov-41",3190,"341OHIO","GAS","",0,"Ohio Sh",38,14,96 +"259",65593,16159002400000," 31020",37.775878,-82.494164,934,"COLUMBIA GAS TRANSMISSION CORP","20336","COLUMBIA GAS TRANSMISSION CORP","07-Nov-76",3441,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",7,92,68 +"260",65619,16159002820000," 34540",37.774631,-82.452802,759,"PLATEAU RESOURCE DEVELOPMENT CO","PR4","JUDE, JOHN E","15-Jun-79",3178,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",89,48,8 +"261",65652,16159005480000," 686EF",37.755453,-82.448486,740,"UNITED FUEL GAS CO","6757","HOWARD, J H","08-Sep-51",3117,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",31,59,84 +"262",65654,16159005030000," 3733EF",37.752844,-82.436487,935,"UNITED FUEL GAS CO","8290","TRIPLETT, KIZZIE","07-Aug-57",3378,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",78,35,66 +"263",65657,16159005490000," 814EF",37.761821,-82.460916,778,"UNITED FUEL GAS CO","6780","FREDERICK, SARAH ET AL","13-Nov-51",3100,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",43,100,36 +"264",65660,16159014480000," 362E0",37.785668,-82.385929,976,"UNITED FUEL GAS CO","8769","FERRELL, ELSIE ET AL","01-Sep-60",3454,"341OHIO","GAS","",0,"Ohio Sh",66,100,15 +"265",65661,16159004850000," 802E9",37.784598,-82.396234,691,"UNITED FUEL GAS CO","8781","EVANS, OCTAVIA ET AL","09-Jan-60",3164,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",37,48,33 +"266",65673,16159002420000," 33158",37.753806,-82.385967,802,"COLUMBIA GAS TRANSMISSION CORP","20461","POCAHONTAS KENTUCKY CORP","07-Aug-78",3665,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",64,65,84 +"267",65714,16159004980000," 1717EF",37.790983,-82.382335,1026,"UNITED FUEL GAS CO","8130","GOFF HEIRS","11-Mar-54",3478,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",36,100,26 +"268",65714,16159004980000," 1717EF",37.790983,-82.382335,1026,"UNITED FUEL GAS CO","8130","GOFF HEIRS","08-Jan-99",3478,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",1,"Ohio Sh",51,71,94 +"269",65834,16159005070000," 559E",37.920786,-82.496707,860,"UNITED FUEL GAS CO","","FAIRCHILD, J R","22-May-57",2825,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",22,37,88 +"270",66056,16159002520000," 795",37.748451,-82.360862,1397,"UNITED FUEL GAS CO","8956","GOFF HEIRS","31-Jan-61",3966,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",67,69,51 +"271",66069,16159005340000," 787E8",37.747254,-82.342392,910,"UNITED FUEL GAS CO","8673","GOFF, J B HEIRS","22-Jan-59",3465,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",37,90,57 +"272",66261,16159003840000," 33603",37.698627,-82.473751,1166,"COLUMBIA GAS TRANSMISSION CORP","20372","POCAHONTAS KENTUCKY CORP","14-Sep-78",3804,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",34,16,39 +"273",66346,16159002440000," 33449",37.670885,-82.454706,1042,"COLUMBIA GAS TRANSMISSION CORP","20586","POCAHONTAS LAND CORP","04-Sep-78",3886,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",91,37,87 +"274",66347,16159003820000," 31155",37.694508,-82.43869,740,"COLUMBIA GAS TRANSMISSION CORP","20337","POCAHONTAS LAND CORP","16-Nov-76",3602,"341OHIO","GAS","NEW RIVER ENERGY CORPORATION",0,"Ohio Sh",13,93,57 +"275",66720,16159002460000," 32581",37.702433,-82.438767,711,"COLUMBIA GAS TRANSMISSION CORP","20460","POCAHONTAS LAND CORP","23-Sep-77",3365,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",20,77,77 +"276",66722,16159003830000," 33602",37.734805,-82.391152,928,"COLUMBIA GAS TRANSMISSION CORP","20371","POCAHONTAS KENTUCKY CORP","16-Aug-78",3372,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",40,74,7 +"277",67140,NA,"",37.673807,-82.652246,636,"WARFIELD NATURAL GAS CO","4736","HUNT, ANGIE","10-Jul-37",2496,"341OHIO","GAS","",0,"Ohio Sh",42,92,29 +"278",67143,16071007470000," 3228E",37.351511,-82.756709,1172,"WARFIELD NATURAL GAS CO","5196","ELKHORN COAL CORP","17-Jul-43",3068,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",23,27,34 +"279",67207,16159005230000," 3916EF",37.772052,-82.329912,920,"UNITED FUEL GAS CO","8482","MAYNARD, HENRY","12-Oct-57",3491,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",99,51,3 +"280",67211,16159004830000," 944E8",37.781411,-82.369088,787,"UNITED FUEL GAS CO","8779","MURPHY, TILDA ET AL","13-Mar-59",3256,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",59,43,75 +"281",67234,16159002620000," 23905",37.750648,-82.37179,1035,"UNITED FUEL GAS CO","9599","FEDERAL GAS, OIL & COAL CO","11-Dec-70",3585,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",46,73,95 +"282",67645,16159009670000," N21125",37.940566,-82.505334,820,"WARFIELD NATURAL GAS CO","5310","FEDERAL GAS, OIL & COAL CO","04-Jan-44",2763,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",71,13,2 +"283",67650,NA,"",37.920192,-82.505593,700,"WARFIELD NATURAL GAS CO","4887","WILES, E D","08-Aug-40",2674,"341OHIO","GAS","",0,"Ohio Sh",28,22,1 +"284",67651,NA,"",37.918864,-82.520307,880,"WARFIELD NATURAL GAS CO","4728","FAIRCHILD, J R","19-May-37",2788,"341OHIO","GAS","",0,"Ohio Sh",67,7,81 +"285",67686,NA,"",37.903021,-82.515973,950,"WARFIELD NATURAL GAS CO","5047","BLACKBURN, CALLIE","01-Dec-41",2927,"341OHIO","GAS","",0,"Ohio Sh",1,81,39 +"286",67700,16159009950000," 3538E",37.914288,-82.513421,1040,"WARFIELD NATURAL GAS CO","5449","FEDERAL COAL AND COKE CO","28-Oct-44",3029,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",82,24,53 +"287",67754,16159002810000," 34439",37.890542,-82.581601,683,"PLATEAU RESOURCE DEVELOPMENT CO","3","HINKLE, ORAN & RUBY","18-May-79",2628,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",28,70,42 +"288",67874,NA,"",37.897897,-82.515241,880,"WARFIELD NATURAL GAS CO","5048","RICHMOND, B F ET AL","28-Feb-42",2842,"341OHIO","GAS","",0,"Ohio Sh",41,90,20 +"289",67876,16159006310000," 158",37.883839,-82.551434,623,"WARFIELD NATURAL GAS CO","4391","ROBINSON, VIRGIE","20-Apr-34",2605,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",48,42,53 +"290",67877,NA,"",37.899064,-82.533121,790,"WARFIELD NATURAL GAS CO","4530","BLACKBURN, CALLIE","24-Sep-34",2745,"341OHIO","GAS","",0,"Ohio Sh",64,27,28 +"291",67879,NA,"",37.893915,-82.533553,800,"WARFIELD NATURAL GAS CO","5249","FEDERAL GAS, OIL & COAL CO","09-Aug-43",2797,"341OHIO","GAS","",0,"Ohio Sh",82,42,91 +"292",67882,16159006550000," N7313",37.887821,-82.526797,820,"WARFIELD NATURAL GAS CO","4615","FEDERAL GAS, OIL & COAL CO","12-Sep-36",2845,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",36,38,6 +"293",67884,NA,"",37.897691,-82.506976,1038,"WARFIELD NATURAL GAS CO","5443","FEDERAL GAS, OIL & COAL CO","28-Aug-44",2997,"341OHIO","GAS","",0,"Ohio Sh",42,56,90 +"294",68072,16195011210000," 36797",37.668864,-82.566235,740,"KENTUCKY WEST VIRGINIA GAS CO","1730","TAYLOR, J M","01-Jul-80",2910,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",38,10,31 +"295",68129,NA,"",37.856385,-82.502598,780,"WARFIELD NATURAL GAS CO","4598","STEPP, AARON","12-Mar-36",2711,"341OHIO","GAS","",0,"Ohio Sh",80,97,68 +"296",68132,NA,"",37.847417,-82.598837,740,"KENTUCKY WEST VIRGINIA GAS CO","5112","MILLS, L T","",484,"327SALT","GAS","",0,"Salt Sd",64,64,65 +"297",68288,16159007560000," 3697E",37.778624,-82.506098,900,"WARFIELD NATURAL GAS CO","5601","FEDERAL GAS, OIL & COAL CO","03-Feb-46",3054,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",38,42,29 +"298",69114,16195010060000," 38468",37.58505,-82.522275,918,"KENTUCKY WEST VIRGINIA GAS CO","1693","MILLER, EUGENE ET AL","04-Sep-80",3315,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",80,40,89 +"299",70031,NA,"",37.433059,-82.57011,830,"WARFIELD NATURAL GAS CO","5082","AKERS, GEORGE W","17-Jul-42",3201,"341OHIO","GAS","",0,"Ohio Sh",21,71,9 +"300",70124,NA,"",37.464195,-82.571145,870,"WARFIELD NATURAL GAS CO","4563","MOORE, HENRY","13-Nov-35",3217,"341OHIO","GAS","",0,"Ohio Sh",13,58,93 +"301",70438,16195013610000," 32089",37.488516,-82.398145,1238,"KENTUCKY WEST VIRGINIA GAS CO","7255","CHARLES, H G","25-Oct-77",4115,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",17,72,92 +"302",70630,16115004300000," 27122",37.71591,-82.901355,823,"KENTUCKY WEST VIRGINIA GAS CO","7211","COLLINS, J W","05-Jan-73",2663,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",48,83,51 +"303",70632,16115003180000," 14458",37.727771,-82.885639,755,"KENTUCKY WEST VIRGINIA GAS CO","1279","JOHNSON, BUEL","20-Sep-65",1755,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",66,63,14 +"304",70633,16115004290000," 26590",37.723792,-82.903689,819,"KENTUCKY WEST VIRGINIA GAS CO","7188","RICE, B G","19-Apr-73",2642,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",87,65,24 +"305",71680,NA,"",37.891229,-82.601559,806,"KENTUCKY WEST VIRGINIA GAS CO","5137","BOYD, WILLIAM","10-Apr-31",2636,"341OHIO","GAS","",0,"Ohio Sh",64,41,51 +"306",71688,NA,"",37.837822,-82.664034,1050,"KENTUCKY WEST VIRGINIA GAS CO","5785","YORK, J F","09-Feb-48",2590,"341OHIO","GAS","",0,"Ohio Sh",76,8,56 +"307",71787,16115008780000," N1257",37.765843,-82.67607,669,"KENTUCKY WEST VIRGINIA GAS CO","5505","COLLINS, J M","20-Mar-44",2317,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",42,48,21 +"308",71790,16115007960000," N20868",37.769646,-82.688055,780,"KENTUCKY WEST VIRGINIA GAS CO","5523","PORTER, MARY C","27-Jun-44",2306,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",96,86,57 +"309",71791,16115008040000," N21083",37.771061,-82.669694,740,"KENTUCKY WEST VIRGINIA GAS CO","5532","WELLS, ALBERT G","15-Jun-44",2394,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",50,29,98 +"310",71809,16115007900000," N20369",37.740897,-82.698841,700,"KENTUCKY WEST VIRGINIA GAS CO","5610","CLARK, SAM","28-Nov-45",3065,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",53,91,10 +"311",71810,16115007910000," N20370",37.748902,-82.712863,630,"KENTUCKY WEST VIRGINIA GAS CO","5679","CLARK, SAM","04-Nov-46",2112,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",100,32,49 +"312",71815,16115008010000," N21081",37.738648,-82.692064,790,"KENTUCKY WEST VIRGINIA GAS CO","5629","WELLS, HENRY C HEIRS","22-Apr-46",2413,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",74,23,19 +"313",71819,16115008050000," N21084",37.748449,-82.680273,670,"KENTUCKY WEST VIRGINIA GAS CO","5493","WELLS, G W","28-Jan-44",2365,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",72,31,48 +"314",71820,16115004260000," 18808",37.749409,-82.68909,902,"KENTUCKY WEST VIRGINIA GAS CO","6972","WELLS, G W","14-Jul-67",2503,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",99,10,36 +"315",71823,16115007990000," N20973",37.744178,-82.678838,680,"KENTUCKY WEST VIRGINIA GAS CO","5571","SPEARS, A M","31-Jan-45",2330,"341OHIO","GAS","",0,"Ohio Sh",44,66,78 +"316",71907,16115007930000," N20433",37.761518,-82.691116,670,"KENTUCKY WEST VIRGINIA GAS CO","5522","DAVIS, G W","18-Apr-44",2239,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",60,16,82 +"317",71927,16115009680000," N2904",37.760652,-82.667409,720,"KENTUCKY WEST VIRGINIA GAS CO","5474","WELLS, ALLEN C","07-Sep-43",2418,"341OHIO","GAS","BEECH FORK PROCESSING, INC",0,"Ohio Sh",62,62,14 +"318",72075,16115007950000," N20817",37.834252,-82.675941,670,"KENTUCKY WEST VIRGINIA GAS CO","5827","MOLLETT, WILLIAM E","09-Aug-48",2146,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",3,28,56 +"319",72132,NA,"",37.845332,-82.672294,900,"KENTUCKY WEST VIRGINIA GAS CO","5817","WHITEHOUSE CANNEL COAL CO","02-Jun-48",2598,"341OHIO","GAS","",0,"Ohio Sh",73,47,45 +"320",74355,16153023530000," N11091",37.548078,-82.92747,1020,"KENTUCKY WEST VIRGINIA GAS CO","167","SHEPHERD, J B","",2365,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",5,28,43 +"322",74625,16153011310000," 25913",37.563605,-82.937531,1079,"KENTUCKY WEST VIRGINIA GAS CO","1003","WIREMAN, AMOS","27-Oct-72",3022,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",100,40,52 +"323",75042,16153023640000," N20574",37.591092,-82.918047,980,"KENTUCKY WEST VIRGINIA GAS CO","854","GREEN, GRANT","18-Jul-47",2255,"341OHIO","GAS","",0,"Ohio Sh",22,27,82 +"324",75181,16153014090000," 96EF",37.595057,-82.911145,1054,"KENTUCKY WEST VIRGINIA GAS CO","5891","HOWARD, WILLIAM","02-Aug-49",1223,"332MAXN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Maxon Sd",9,32,45 +"325",75183,16153023630000," 1193EF",37.587041,-82.899655,1205,"KENTUCKY WEST VIRGINIA GAS CO","850","COLLINS, M M","26-Jan-53",2559,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",70,48,88 +"326",75187,16153014110000," 193EF",37.590845,-82.905924,1111,"KENTUCKY WEST VIRGINIA GAS CO","5928","HOWARD, WILLIAM","27-Apr-50",2385,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",61,70,85 +"327",75188,16153014100000," 141EF",37.599272,-82.904544,1171,"KENTUCKY WEST VIRGINIA GAS CO","5911","HOWARD, WILLIAM","23-Nov-49",2454,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",100,12,4 +"328",75264,NA,"",37.532263,-82.923793,1180,"KENTUCKY WEST VIRGINIA GAS CO","227","SHEPHERD, WILLIAM","25-Oct-27",2564,"341OHIO","GAS","",0,"Ohio Sh",99,90,40 +"329",75265,16153011240000," 8910",37.525603,-82.92529,1077,"KENTUCKY WEST VIRGINIA GAS CO","278","SHEPHERD, WILLIAM","06-Jul-63",2482,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",27,32,26 +"330",75857,16193005100000," 13732",37.181644,-83.040083,1327,"KENTUCKY WEST VIRGINIA GAS CO","6885","BRASHEAR, WILLIAM C","04-Nov-65",3587,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",56,93,4 +"331",75879,16193005330000," 17910",37.167504,-83.054143,1456,"KENTUCKY WEST VIRGINIA GAS CO","6948","FIELDS, WILLIAM","04-Jan-67",3738,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",52,67,40 +"332",75885,16193006030000," 30291",37.179007,-83.051947,1321,"KENTUCKY WEST VIRGINIA GAS CO","7246","FIELDS, WILLIAM","26-Mar-76",3592,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",69,41,91 +"333",75908,NA,"",37.550412,-82.91339,1257,"KENTUCKY WEST VIRGINIA GAS CO","296","WIREMAN, NANCY J","25-May-30",2632,"341OHIO","GAS","",0,"Ohio Sh",4,48,100 +"334",76119,16193003300000," 26387",37.077179,-83.085621,1363,"KENTUCKY WEST VIRGINIA GAS CO","1550","MINIARD, DENVER","01-Mar-73",3807,"344CORN","GAS","",0,"Corniferous",75,23,5 +"335",76122,16193006070000," 32264",37.06241,-83.085218,1493,"KENTUCKY WEST VIRGINIA GAS CO","7257","KENTUCKY UNION CO","24-Oct-77",4005,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",10,51,94 +"336",76127,16193002520000," 23415",37.079527,-83.07976,1337,"KENTUCKY WEST VIRGINIA GAS CO","1435","HALCOMB, ARCH, ET AL","04-Jun-70",3778,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",91,51,75 +"337",76461,16193005880000," 27892",37.107416,-83.06118,1302,"KENTUCKY WEST VIRGINIA GAS CO","7229","RIDDLE, JAMES","09-Apr-75",3720,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",13,15,84 +"338",76470,16193002350000," 21941",37.092953,-83.118682,1253,"KENTUCKY WEST VIRGINIA GAS CO","1403","EBLEN, M K","15-May-69",3621,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",83,62,10 +"339",76474,16193006050000," 30819",37.087272,-83.093582,1662,"KENTUCKY WEST VIRGINIA GAS CO","7250","KENTUCKY UNION CO","04-Jun-76",4137,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",92,21,84 +"340",76498,16193003370000," 30449",37.087547,-83.08377,1229,"KENTUCKY WEST VIRGINIA GAS CO","1626","HORN, JESSIE AND LUCRETIA COMBS","30-Apr-76",3656,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",83,85,41 +"341",76508,16193002420000," 22205",37.096018,-83.092458,1309,"KENTUCKY WEST VIRGINIA GAS CO","1413","HORN, JESSIE AND LUCRETIA COMBS","10-Sep-69",3690,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",21,25,57 +"342",76587,16193002230000," 20320",37.115596,-83.089574,1222,"KENTUCKY WEST VIRGINIA GAS CO","1363","CORNETT, ASBEL","25-Jun-68",3610,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",66,73,28 +"343",76607,16193002410000," 22210",37.111943,-83.105829,1226,"KENTUCKY WEST VIRGINIA GAS CO","1412","CORNETT, CARRIE","02-Dec-69",3570,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",58,15,4 +"344",76633,16193008780000," 32402",37.091964,-83.07568,1340,"KENTUCKY WEST VIRGINIA GAS CO","1659","HORN, JESSIE AND KY UNION CO","13-Nov-77",3755,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,66,90 +"345",77034,16193005310000," 17158",37.132054,-83.101947,1153,"KENTUCKY WEST VIRGINIA GAS CO","6937","CORNETT, W M","23-Sep-66",3438,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",81,58,35 +"346",77062,16193005340000," 17989",37.183677,-83.090542,1243,"KENTUCKY WEST VIRGINIA GAS CO","6951","MCINTYRE & LUSK","08-Feb-67",3423,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,1,64 +"347",77093,16193000970000," 14544",37.216419,-83.102979,1076,"KENTUCKY WEST VIRGINIA GAS CO","1283","COMBS, FLOYD H","26-Oct-65",3165,"344CORN","GAS","JOURNEY OPERATING, LLC",0,"Corniferous",22,46,71 +"348",77099,16193007900000," 15799",37.162822,-83.085907,1133,"KENTUCKY WEST VIRGINIA GAS CO","1297","MCINTYRE, JANE","31-Aug-66",3424,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,55,21 +"349",77130,16193007880000," 20671",37.162135,-83.110833,1513,"KENTUCKY WEST VIRGINIA GAS CO","7017","HALL, JAMES M","20-Aug-68",3784,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,15,56 +"350",77476,16115004250000," 18390",37.722666,-82.889268,815,"KENTUCKY WEST VIRGINIA GAS CO","6959","RICE, A J","15-Jun-67",2682,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",49,55,73 +"351",78732,16193005700000," 25357",37.229583,-83.253331,1038,"KENTUCKY WEST VIRGINIA GAS CO","7152","FIELDS, W C","28-Feb-72",2923,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",60,57,97 +"352",78733,16193005790000," 26480",37.220718,-83.265722,1130,"KENTUCKY WEST VIRGINIA GAS CO","7182","SHEPHERD, J M","05-Feb-73",3041,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",12,19,30 +"353",78746,16193005810000," 26626",37.242199,-83.270962,1239,"KENTUCKY WEST VIRGINIA GAS CO","7190","STACY, ALFRED","09-May-73",3045,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",55,68,12 +"354",78747,16193008490000," 26791",37.249518,-83.272816,1194,"KENTUCKY WEST VIRGINIA GAS CO","7201","STACY, F S","31-Jul-73",2999,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",96,63,21 +"355",78819,16193005770000," 26129",37.238277,-83.261239,1100,"KENTUCKY WEST VIRGINIA GAS CO","7173","FIELDS, B T","16-Nov-72",2982,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",69,72,97 +"356",78820,16193005710000," 25491",37.238509,-83.252645,998,"KENTUCKY WEST VIRGINIA GAS CO","7156","FIELDS, B T","30-May-72",2862,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",65,62,30 +"357",78828,16193003360000," 30219",37.383127,-83.125053,932,"KENTUCKY WEST VIRGINIA GAS CO","1624","TURNER, CICLEY ETAL","14-Apr-76",2628,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",52,35,85 +"358",78904,16193005110000," 13803",37.190912,-83.135713,1147,"KENTUCKY WEST VIRGINIA GAS CO","6887","BRASHEARS, JOHN J","25-Aug-65",3318,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",55,34,57 +"359",79003,16193002440000," 22245",37.162959,-83.209118,1385,"KENTUCKY WEST VIRGINIA GAS CO","1416","FORDSON COAL CO","12-Aug-69",3562,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",65,49,50 +"360",79265,16193005290000," 16641",37.184252,-83.177392,1639,"KENTUCKY WEST VIRGINIA GAS CO","6935","DAVIS, R O","26-Jul-66",3820,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,62,54 +"361",79268,16193005300000," 16971",37.170881,-83.182026,1315,"KENTUCKY WEST VIRGINIA GAS CO","6936","PRATT, JAMES D","26-Aug-66",3516,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",33,40,11 +"362",79456,16193005570000," 21738",37.182235,-83.186731,1507,"KENTUCKY WEST VIRGINIA GAS CO","7037","MILLER, W H","19-Feb-69",3657,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",51,77,60 +"363",79489,16193005730000," 25701",37.133608,-83.192967,1412,"KENTUCKY WEST VIRGINIA GAS CO","7162","RAWLINS, J L","30-Jun-72",3637,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",69,8,51 +"364",79499,16193002480000," 22625",37.160718,-83.20204,1385,"KENTUCKY WEST VIRGINIA GAS CO","1424","FORDSON COAL CO","21-Oct-69",3556,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",26,56,14 +"365",79722,16193005840000," 26771",37.330613,-83.177382,1237,"KENTUCKY WEST VIRGINIA GAS CO","7200","COMBS, HARRISON","31-Aug-73",3011,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",12,88,44 +"366",79800,16193005830000," 26772",37.304187,-83.208655,1116,"KENTUCKY WEST VIRGINIA GAS CO","7197","NAPIER, N N","20-Jun-73",2915,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",79,68,81 +"367",79802,16193005800000," 26515",37.304889,-83.198006,1239,"KENTUCKY WEST VIRGINIA GAS CO","7186","COMBS, JACKSON","28-Mar-73",3037,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",80,90,100 +"368",79804,16193005850000," 27016",37.332261,-83.184775,1250,"KENTUCKY WEST VIRGINIA GAS CO","7208","NAPIER, T G","29-Oct-73",2972,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",17,87,41 +"369",79871,16193005780000," 26331",37.297391,-83.196391,1128,"KENTUCKY WEST VIRGINIA GAS CO","7176","COMBS, JACKSON","23-Dec-72",2951,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,18,99 +"370",79877,16193004330000," 25642",37.295427,-83.172059,1007,"KENTUCKY WEST VIRGINIA GAS CO","6725","GODSEY, WILLIAM W","05-Jul-72",2901,"344CORN","GAS","JOURNEY OPERATING, LLC",0,"Corniferous",33,14,61 +"371",80097,16193002450000," 22263",37.112778,-83.125715,1420,"KENTUCKY WEST VIRGINIA GAS CO","1417","SHELL, CHARLIE ET UX","11-Sep-69",3730,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,50,21 +"372",80159,16193006090000," 32781",37.325575,-83.154814,1422,"KENTUCKY WEST VIRGINIA GAS CO","7265","BREWER, WILLIAM","30-May-78",3257,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",28,24,40 +"373",81307,16115003220000," 20165",37.813052,-82.85421,627,"KENTUCKY WEST VIRGINIA GAS CO","1357","CONLEY, ELMER G","22-Feb-68",2308,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",25,80,6 +"374",81318,16115003230000," 20544",37.81804,-82.853168,833,"KENTUCKY WEST VIRGINIA GAS CO","1368","CONLEY, ELMER G ET AL","06-Jun-68",2522,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",79,74,14 +"375",81334,16115003210000," 18604",37.794508,-82.847059,886,"KENTUCKY WEST VIRGINIA GAS CO","1335","RICE, CRATE ET AL","30-Jun-67",2608,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",76,42,58 +"376",81343,16115003240000," 24762",37.804806,-82.843597,709,"KENTUCKY WEST VIRGINIA GAS CO","1493","RICE, CRATE ET AL","26-Aug-71",2428,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",12,55,10 +"377",81378,16115009620000," 13536",37.792311,-82.8594,802,"KENTUCKY WEST VIRGINIA GAS CO","1269","RICE, HAROLD B","19-May-65",2548,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",56,30,73 +"378",81379,16115003170000," 14022",37.785418,-82.859804,742,"KENTUCKY WEST VIRGINIA GAS CO","1274","RICE, AMANDA A","04-Jul-65",1656,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",14,7,33 +"379",81380,16115007920000," 16340",37.797691,-82.851961,760,"KENTUCKY WEST VIRGINIA GAS CO","1308","CONLEY, LORA","11-Jun-66",2497,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",15,6,49 +"380",81412,16115003250000," 25468",37.790979,-82.831487,760,"KENTUCKY WEST VIRGINIA GAS CO","1520","THOMAS, HARRY","10-May-72",2547,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",40,19,38 +"381",81417,NA,"N120881",37.793916,-82.771393,750,"KENTUCKY WEST VIRGINIA GAS CO","5587","PRESTON, JESSE","",2850,"357CLNT","GAS","",0,"Clinton Sh",66,1,73 +"382",81447,16115004220000," 10921",37.770855,-82.777971,722,"KENTUCKY WEST VIRGINIA GAS CO","6787","STRONG, H F","11-Mar-64",2815,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",61,39,78 +"383",81448,NA,"",37.775876,-82.77485,631,"KENTUCKY WEST VIRGINIA GAS CO","5609","ELLIOTT, ABE ESTATE","06-Sep-45",2737,"357CLNT","GAS","",0,"Clinton Sh",79,14,98 diff --git a/apps/dashr-oil-and-gas-ternary/dataprep.R b/apps/dashr-oil-and-gas-ternary/dataprep.R new file mode 100644 index 000000000..7756ee47a --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/dataprep.R @@ -0,0 +1,52 @@ +setwd('/USers/kevinphan/Desktop/PLOTLY APPS MADE/OG Ternary') + +df = read.csv("Well_ID-Table_1.csv") +df[c(7,8,9,12,13,14)] = lapply(df[c(7,8,9,12,13,14)], function(x)trimws(as.character(x))) +df = df[df['result'] == 'GAS',] +df = df[df['tdfm'] != '000',] +form_id = unique(df['tdfm']) +form_id = form_id$tdfm +form_id = lapply(form_id, function(x) trimws(as.character(x))) + + +df_fm = read.csv("FmCodes-Table_1.csv") +df_fm =as.data.frame(lapply(df_fm, trimws)) + +df['fm_name'] = df['tdfm'] +df_fm = df_fm[-c(1),] + +formation_name = list() +i = 1 +for (formation in form_id) { + formation_name[[i]] = df_fm[df_fm['fm_code'] == formation,'fm_name'] + for (name in as.character(df$fm_name)) { + if(name == formation){ + df[df$fm_name == name,'fm_name'] = trimws(as.character(formation_name[[i]])) + }else{ + } + } + i = i+1 +} + +ternary_ax_title = list('Quartz', 'Carbonate', 'Clay') +rand_composition = matrix(sample(1:100,1137,replace = TRUE),ncol = 379) + +df['Quartz'] = rand_composition[1,] +df['Carbonate'] = rand_composition[2,] +df['Clay'] = rand_composition[3,] + +write.csv(df,'test_compositionR.csv') + + + + + + + + + + + + + + diff --git a/apps/dashr-oil-and-gas-ternary/init.R b/apps/dashr-oil-and-gas-ternary/init.R new file mode 100644 index 000000000..d7bc4efc4 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/init.R @@ -0,0 +1,54 @@ +# R script to run author supplied code, typically used to install additional R packages +# contains placeholders which are inserted by the compile script +# NOTE: this script is executed in the chroot context; check paths! + +r <- getOption("repos") +r["CRAN"] <- "http://cloud.r-project.org" +options(repos=r) + +# ====================================================================== + +# packages go here +install.packages("remotes") + +# installs Rcpp, rlang, BH +install.packages("later") + +install.packages("jsonlite") +install.packages("listenv") + +# installs magrittr, promises, R6 +remotes::install_version("httpuv", version = "1.4.5.1", repos = "http://cloud.r-project.org", upgrade="never") + +# installs crayon, digest, htmltools, mime, sourcetools, xtable +remotes::install_version("shiny", version = "1.2.0", repos = "http://cloud.r-project.org", upgrade="never") + +# installs askpass, assertthat, base64enc, cli, colorspace, crosstalk, curl, data.table, dplyr, fansi, ggplot2, glue, gtable, hexbin, htmlwidgets, httr, labeling, lattice, lazyeval, mgcv, munsell, nlme, openssl, pillar, pkgconfig, plogr, plyr, purrr, RColorBrewer, reshape2, scales, stringi, stringr, sys, tibble, tidyr, tidyselect, utf8, viridisLite, withr, yaml +remotes::install_version("plotly", version = "4.9.0", repos = "http://cloud.r-project.org", upgrade="never") + +install.packages("https://cloud.r-project.org/src/contrib/assertthat_0.2.1.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/xml2_1.2.0.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/triebeard_0.3.0.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/Archive/urltools/urltools_1.7.2.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/jsonlite_1.6.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/webutils_0.6.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/brotli_1.2.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/reqres_0.2.2.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/uuid_0.1-2.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/base64enc_0.1-3.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/codetools_0.2-16.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/globals_0.12.4.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/Archive/future/future_1.11.1.1.tar.gz", type="source", repos=NULL) + +# fiery and friends +install.packages("https://cloud.r-project.org/src/contrib/routr_0.3.0.tar.gz", type="source", repos=NULL) +install.packages("https://cloud.r-project.org/src/contrib/fiery_1.1.1.tar.gz", type="source", repos=NULL) + +remotes::install_github("plotly/dashR", dependencies=FALSE) +remotes::install_github("plotly/dash-html-components") +remotes::install_github("plotly/dash-core-components") + + + + + From 477fda988f4d937b4e1bbb2fd5b9ef503d1629e7 Mon Sep 17 00:00:00 2001 From: KPhans <48449678+KPhans@users.noreply.github.com> Date: Thu, 20 Jun 2019 16:50:04 -0400 Subject: [PATCH 04/13] Update README.md --- apps/dashr-oil-and-gas-ternary/README.md | 92 ++---------------------- 1 file changed, 6 insertions(+), 86 deletions(-) diff --git a/apps/dashr-oil-and-gas-ternary/README.md b/apps/dashr-oil-and-gas-ternary/README.md index 51c97b953..fa03cef95 100644 --- a/apps/dashr-oil-and-gas-ternary/README.md +++ b/apps/dashr-oil-and-gas-ternary/README.md @@ -1,90 +1,10 @@ -# t-SNE Explorer -This is a new updated demo of the Dash interactive Python framework developed by [Plotly](https://plot.ly/). +## Dash-oil-gas-ternary -Dash abstracts away all of the technologies and protocols required to build an interactive web-based application and is a simple and effective way to bind a user interface around your Python code. To learn more check out our [documentation](https://plot.ly/dash). +### Deprecated -- no longer actively maintained -## Getting Started +This app has been moved to [dash sample app mono-repository](https://github.com/plotly/dash-sample-apps). -### Using the demo - -To get started, choose a dataset you want to visualize. When the scatter plot appears on the graph, you can see the original image by clicking on a data point. - -Alternatively, you can explore the GloVe Word Vectors datasets, which are encoded vectors of large collection of texts from Wikipedia, Twitter, and acquired through Web Crawlers. Upon clicking a data point, you will be able to see the 5 closest neighbors of the word you clicked. - -### Running the app locally - -First create a virtual environment with conda or venv inside a temp folder, then activate it. - -``` -virtualenv dash-tsne-venv - -# Windows -dash-tsne-venv\Scripts\activate -# Or Linux -source dash-tsne-venv/bin/activate -``` - -Clone the git repo, then install the requirements with pip - -``` -git clone https://github.com/plotly/dash-sample-apps -cd dash-sample-apps/apps/dash-tsne -pip install -r requirements.txt -``` - -Run the app - -``` -python app.py -``` - -### How to use the local version - -To train your own t-SNE algorithm, input a high-dimensional dataset with only numerical values, and the corresponding labels inside the upload fields. For convenience, small sample datasets are included inside the data directory. [You can also download them here](https://www.dropbox.com/sh/l79mcmlqil7w7so/AACfQhp7lUS90sZUedsqAzWOa?dl=0&lst=). The training can take a lot of time depending on the size of the dataset (the complete MNIST dataset could take 15-30 min), and it is not advised to refresh the webpage when you are doing so. - -### Generating data - -`generate_data.py` is included to download, flatten and normalize datasets, so that they can be directly used in this app. It uses keras.datasets, which means that you need install keras. To use the script, simply go to the path containing it and run in terminal: - -`python generate_data.py [dataset_name] [sample_size]` - -which will create the csv file with the corresponding parameters. At the moment, we have the following datasets: - -- MNIST -- CIFAR10 -- Fashion_MNIST - -## About the app - -### What is t-SNE? - -t-distributed stochastic neighbor embedding, created by van der Maaten and Hinton in 2008, is a visualization algorithm that reduce a high-dimensional space (e.g. an image or a word embedding) into two or three dimensions, facilitating visualization of the data distribution. - -A classical example is MNIST, a dataset of 60,000 handwritten digits, 28x28 grayscale. Upon reducing the set of images using t-SNE, you can see all the digit clustered together, with few outliers caused by poor calligraphy. [You can read a detailed explanation of the algorithm on van der Maaten's personal blog.](https://lvdmaaten.github.io/tsne/) - -## Built With - -- [Dash](https://dash.plot.ly/) - Main server and interactive components -- [Plotly Python](https://plot.ly/python/) - Used to create the interactive plots -- [Scikit-Learn](http://scikit-learn.org/stable/documentation.html) - Run the t-SNE algorithm - -## Authors - -- **Celine Huang** [@celinehuang](https://github.com/celinehuang) -- **Xing Han Lu** - _Initial Work_ - [@xhlulu](https://github.com/xhlulu) - -See also the list of [contributors](https://github.com/plotly/dash-svm/contributors) who participated in this project. - -## Screenshots - -The following are screenshots for the demo app: - -![screenshot](screenshots/demo_screenshot_mnist.png) - -![screenshot2](screenshots/demo_screenshot_wiki.png) - -The following are screenshots for the full (local) app: -![screenshot3](screenshots/default_view.png) - -![screenshot4](screenshots/fashion_mnist_example.png) +`dash-oil-gas-ternary` creates a dashboard for mineral composition evaluations from natural gas wells. +By pairing geographic map of well locations with ternary diagram, this app helps geologists to find out results of gas wells with relationship to formations or rock types. +This is a demo of Dash interactive Python framework developed by [Plotly](https//plot.ly/). From 06fc1c5eede75035672c5e449a2235c14664e8e4 Mon Sep 17 00:00:00 2001 From: Ryan Patrick Kyle Date: Sun, 7 Jul 2019 06:32:12 -0400 Subject: [PATCH 05/13] various app fixes --- apps/dashr-oil-and-gas-ternary/app.R | 218 +++++++++--------- .../dashr-oil-and-gas-ternary/assets/logo.png | Bin 0 -> 10118 bytes apps/dashr-oil-and-gas-ternary/dataprep.R | 58 ++--- 3 files changed, 129 insertions(+), 147 deletions(-) create mode 100644 apps/dashr-oil-and-gas-ternary/assets/logo.png diff --git a/apps/dashr-oil-and-gas-ternary/app.R b/apps/dashr-oil-and-gas-ternary/app.R index 7f5101a7c..37fa14f2a 100644 --- a/apps/dashr-oil-and-gas-ternary/app.R +++ b/apps/dashr-oil-and-gas-ternary/app.R @@ -1,44 +1,42 @@ library(dashHtmlComponents) library(dashCoreComponents) -library(dashR) +library(dash) -setwd('/Users/kevinphan/Desktop/dashr-oil-and-gas-ternary') - -source('contants.R') +source('constants.R') source('dataprep.R') -app = Dash$new() +app <- Dash$new() -mapbox_access_token = 'pk.eyJ1IjoieWNhb2tyaXMiLCJhIjoiY2p1MDR5c3JmMzJsbjQ1cGlhNHA3MHFkaCJ9.xb3lXp5JskCYFewsv5uU1w' +mapbox_access_token <- 'pk.eyJ1IjoieWNhb2tyaXMiLCJhIjoiY2p1MDR5c3JmMzJsbjQ1cGlhNHA3MHFkaCJ9.xb3lXp5JskCYFewsv5uU1w' -df = read.csv("test_compositionR.csv") -df_prod = read.csv("YearlyProduction_table_1.csv") +df <- read.csv("data/test_compositionR.csv") +df_prod <- read.csv("data/YearlyProduction_table_1.csv") -colormap = list() -j = 1 +colormap <- list() +j <- 1 for (i in unique(df$fm_name)) { colormap[[i]] = colors[[j]] - j = j + 1 + j <- j + 1 } -build_banner = function(){ +build_banner <- function(){ return(htmlDiv( - id='banner', - className='banner', - children=list( + id = 'banner', + className = 'banner', + children = list( htmlH6("Oil and gas ternary map"), htmlImg( - src="https://s3-us-west-1.amazonaws.com/plotly-tutorials/logo/new-branding/dash-logo-by-plotly-stripe.png" + src = "assets/logo.png" ) ) ))} -build_graph_title = function(title){ +build_graph_title <- function(title){ return(htmlP( className='graph-title', children=title))} -generate_production_plot = function(processed_data){ +generate_production_plot <- function(processed_data){ layout = list( xaxis=list( title='Year' @@ -70,7 +68,7 @@ generate_production_plot = function(processed_data){ } -generate_well_map = function(dff,sleected_data,style){ +generate_well_map <- function(dff, selected_data, style){ Layout= layout(annotations=list( list( x=1.1, @@ -118,9 +116,9 @@ generate_well_map = function(dff,sleected_data,style){ style=style )) - formations = list(unique(dff['fm_name'])) + formations <- list(unique(dff['fm_name'])) - data = list() + data <- list() for (formation in formations) { selected_index = NULL @@ -128,50 +126,50 @@ generate_well_map = function(dff,sleected_data,style){ selected_index = selected_dta[formation] } } - new_trace = plot_mapbox( - lat = dff[dff['fm_name'] == formation,'nlat83'], - lon = dff[dff['fm_name'] == formation,'wlon83'], - mode = 'markers', - marker = list('color' = colormap[formation], 'size' = 9), + new_trace <- plot_mapbox( + lat <- dff[dff['fm_name'] == formation,'nlat83'], + lon <- dff[dff['fm_name'] == formation,'wlon83'], + mode <- 'markers', + marker <- list('color' = colormap[formation], 'size' = 9), #text = list(map(lambda item= 'Well ID=' + str(int(item)), dff[dff['fm_name'] == formation]['RecordNumber'])), - name = formation, + name <- formation, selectedpoints = selected_index, customdata = dff[dff['fm_name'] == formation,'RecordNumber'] ) %>% Layout - data = append(data,new_trace) + data <- append(data,new_trace) return(list('data' = data)) } -generate_ternary_map = function(dff, selected_data, contour_visible, marker_visible){ - k = 1 - contour_traces = list() +generate_ternary_map <- function(dff, selected_data, contour_visible, marker_visible){ + k <- 1 + contour_traces <- list() for (key in labels(ternary_contour)) { for (k in ternary_contour[[key]]){ trace = list( - name=key, - type='scatterternary', - a= list(k['Quartz']), + name = key, + type = 'scatterternary', + a = list(k['Quartz']), b = list(k['Carbonate']), c = list(k['Clay']), - mode='lines', - line=list(color='#444', width=0.5), - fill='toself', - fillcolor=ternary_color[[k]], - opacity=0.8, - hoverinfo='none', - showlegend=FALSE, - visible=contour_visible + mode = 'lines', + line = list(color='#444', width=0.5), + fill = 'toself', + fillcolor = ternary_color[[k]], + opacity = 0.8, + hoverinfo = 'none', + showlegend = FALSE, + visible = contour_visible )} k = k+1 contour_traces = append(contour_traces,trace) } - contour_text = generate_contour_text_layer(contour_visible) + contour_text <- generate_contour_text_layer(contour_visible) - layout = list( + layout <- list( 'height' = 600, 'margin' = dict(l=50, r=10, b=40, t=40, pad=5), 'ternary' = @@ -205,27 +203,27 @@ generate_ternary_map = function(dff, selected_data, contour_visible, marker_visi borderwidth=2) ) #hovertemplate = " %{text}

Quartz: %{a:.0f}
Carbonate : %{b:.0f}
Clay: %{c:.0f} - formations = list(unique(dff['fm_name'])) - data_traces = list() + formations <- list(unique(dff['fm_name'])) + data_traces <- list() for (key in formations) { if(selected_data){ select_indices = selected_data[key] } else{ select_indices = NULL } - new_data_trace = list( + new_data_trace <- list( #text=list(map(lambda item: 'Well ID:' + str(int(item)), dff[dff['fm_name'] == key]['RecordNumber'])), - name=key, - customdata=dff[dff['fm_name'] == key,'RecordNumber'], - type='scatterternary', - a=dff[dff['fm_name'] == key,'Quartz'], - b=dff[dff['fm_name'] == key,'Carbonate'], - c=dff[dff['fm_name'] == key,'Clay'], - mode='markers', - hovertemplate=hovertemplate, - showlegend=TRUE, - marker=list('color' = colormap[key], 'size' = 8, 'line' = list('color' = '#000000', 'width': 0.2)), - selectedpoints=select_indices, + name = key, + customdata = dff[dff['fm_name'] == key,'RecordNumber'], + type = 'scatterternary', + a = dff[dff['fm_name'] == key,'Quartz'], + b = dff[dff['fm_name'] == key,'Carbonate'], + c = dff[dff['fm_name'] == key,'Clay'], + mode = 'markers', + hovertemplate = hovertemplate, + showlegend = TRUE, + marker = list('color' = colormap[key], 'size' = 8, 'line' = list('color' = '#000000', 'width': 0.2)), + selectedpoints = select_indices, visible=marker_visible ) data_traces = append(data_traces,new_data_trace) @@ -233,58 +231,58 @@ generate_ternary_map = function(dff, selected_data, contour_visible, marker_visi return(list('data' = contour_traces + contour_text + data_traces, 'layout' = layout)) } -generate_contour_text_layer = function(contur_visible){ - layer = list() +generate_contour_text_layer <- function(contur_visible){ + layer <- list() for (key in labels(ternary_contour)) { for (k in ternary_contour[[key]]) { - a = mean(unlist(k['Quartz'])) - b = mean(unlist(k['Carbonate'])) - c= mean(unlist(k['Clay'])) + a <- mean(unlist(k['Quartz'])) + b <- mean(unlist(k['Carbonate'])) + c <- mean(unlist(k['Clay'])) } - key_br = gsub(key,' ', '
') - new_trace = generate_contour_text(a, b, c, key, key_br, contour_visible) - layer = append(layer,new_trace) + key_br <- gsub(key,' ', '
') + new_trace <- generate_contour_text(a, b, c, key, key_br, contour_visible) + layer <- append(layer,new_trace) } return(layer) } -generate_contour_text = function(a, b, c, name, text, visible){ +generate_contour_text <- function(a, b, c, name, text, visible){ return(list( type='scatterternary', - a=list(a), - b=list(b), - c=list(c), - name=name, - text=text, - mode='text', - hoverinfo='none', - textposition='middle center', - textfont=list('size' = 11, 'color' = '#000000', 'family' = 'sans-serif'), - showlegend=FALSE, - legendgroup='Rock type', - visible=visible + a = list(a), + b = list(b), + c = list(c), + name = name, + text = text, + mode = 'text', + hoverinfo = 'none', + textposition = 'middle center', + textfont = list('size' = 11, 'color' = '#000000', 'family' = 'sans-serif'), + showlegend = FALSE, + legendgroup = 'Rock type', + visible = visible )) } generate_formation_bar = function(dff, selected_Data){ - layout = layout( showlegend=FALSE, + layout <- layout(showlegend=FALSE, hovermode="closest", xaxis=list(tickangle=-45, title="Formations"), yaxis=list(title="Well Counts"), clickmode="event+select") - formations = list(unique(dff['fm_name'])) + formations <- list(unique(dff['fm_name'])) if(length(selected_Data > 0)){ - data = list() + data <- list() for (i in formations) { - selected_points = list() - selected_indices = selected_data[i] + selected_points <- list() + selected_indices <- selected_data[i] if(length(select_indices) > 0){ - selected_points = list(0) + selected_points <- list(0) } - new_trace = plot_ly( + new_trace <- plot_ly( type = 'Bar', x = list(i), y = length(dff[dff['fm_name'] == i,]), @@ -293,13 +291,13 @@ generate_formation_bar = function(dff, selected_Data){ marker = list('color' = colormap[i]), selectedpoints = selected_points ) - data = append(data,new_trace) + data <- append(data, new_trace) } } else{ - data = list() + data <- list() for (i in formations) { - new_trace = plot_ly( + new_trace <- plot_ly( type = 'Bar', x = list(i), y = length(dff[dff['fm_name'] == i,]), @@ -307,31 +305,31 @@ generate_formation_bar = function(dff, selected_Data){ marker = list('color' = colormap[i]), selectedpoints = NULL ) - data = append(data,new_trace) + data <- append(data, new_trace) } } return(list('data' = data, 'layout' = layout)) } -get_selection = function(data,formation,selection_data,starting_index){ - ind = list() - current_curve = list(unique(data['fm_name', formation])) +get_selection <- function(data,formation,selection_data,starting_index){ + ind <- list() + current_curve <- list(unique(data['fm_name', formation])) for (point in selection_data['points']) { if(point['curveNumber'] - starting_index == current_curve){ - ind = append(ind,pouint['pointNumber']) + ind <- append(ind, point['pointNumber']) } } return(ind) } -get_selection_by_bar = function(bar_selected_data){ - dict = list() +get_selection_by_bar <- function(bar_selected_data) { + dict <- list() if(length(bar_selected_data) > 0){ for (point in bar_selected_data['points']) { if(length(point['x']) > 0){ - dict[(point["x"])] = list(seq(0, point["y"])) + dict[(point["x"])] <- list(seq(0, point["y"])) } } } @@ -428,7 +426,7 @@ app$layout(htmlDiv( "value"= "Rock Type" ) ), - values=list("Well Data", "Rock Type") + value=list("Well Data", "Rock Type") ) ) ), @@ -475,24 +473,24 @@ app$callback(output = list(id = "form-by-bar", property = "figure"), input("ternary-map", "selectedData"), input("operator-select", "value")), function(map_selected_data, tern_selected_data, op_select){ - dff = df[df['op'] %in% op_select,] + dff <- df[df['op'] %in% op_select,] - formation = list(unique(dff['fm_name'])) - ctx = app$callback_context() - prop_id = "" - prop_type = "" + formation <- list(unique(dff['fm_name'])) + ctx <- app$callback_context() + prop_id <- "" + prop_type <- "" if (isTRUE(ctx$triggered)){ - splitted = strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) - prop_id = splitted[0] - prop_type = splitted[1] + splitted <- strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) + prop_id <- splitted[0] + prop_type <- splitted[1] } - processed_data = list() + processed_data <- list() if(prop_id == 'well-map' & prop_type == 'selectedData'){ for (formation in formations) { if(length(map_selected_data) == 0){ - processed_data[formation] = list(0) + processed_data[formation] <- list(0) } else{ - processed_data[formation] = get_selection(dff, formation, map_selected_data, 0) + processed_data[formation] <- get_selection(dff, formation, map_selected_data, 0) } } } @@ -502,7 +500,7 @@ app$callback(output = list(id = "form-by-bar", property = "figure"), processed_data[formation] = list(0) } else{ - processed_data['formatiom'] = get_selection(dff, formation, tern_selected_data, 32) + processed_data[formation] = get_selection(dff, formation, tern_selected_data, 32) } } } diff --git a/apps/dashr-oil-and-gas-ternary/assets/logo.png b/apps/dashr-oil-and-gas-ternary/assets/logo.png new file mode 100644 index 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zGx`m%$9)9!9?C&}gmZcxr-%807HXQLSxzNhynAfL|1zP7vk7_AOeUHN-={J|GIRJXDG4qv60k9uP?diBhrG{{IEw(Gt-B literal 0 HcmV?d00001 diff --git a/apps/dashr-oil-and-gas-ternary/dataprep.R b/apps/dashr-oil-and-gas-ternary/dataprep.R index 7756ee47a..5ba597cc3 100644 --- a/apps/dashr-oil-and-gas-ternary/dataprep.R +++ b/apps/dashr-oil-and-gas-ternary/dataprep.R @@ -1,52 +1,36 @@ -setwd('/USers/kevinphan/Desktop/PLOTLY APPS MADE/OG Ternary') +df <- read.csv("data/Well_ID-Table_1.csv") +df[c(7,8,9,12,13,14)] <- lapply(df[c(7,8,9,12,13,14)], function(x) trimws(as.character(x))) +df <- df[df['result'] == 'GAS',] +df <- df[df['tdfm'] != '000',] +form_id <- unique(df['tdfm']) +form_id <- form_id$tdfm +form_id <- lapply(form_id, function(x) trimws(as.character(x))) -df = read.csv("Well_ID-Table_1.csv") -df[c(7,8,9,12,13,14)] = lapply(df[c(7,8,9,12,13,14)], function(x)trimws(as.character(x))) -df = df[df['result'] == 'GAS',] -df = df[df['tdfm'] != '000',] -form_id = unique(df['tdfm']) -form_id = form_id$tdfm -form_id = lapply(form_id, function(x) trimws(as.character(x))) +df_fm <- read.csv("data/FmCodes-Table_1.csv") +df_fm <- as.data.frame(lapply(df_fm, trimws)) -df_fm = read.csv("FmCodes-Table_1.csv") -df_fm =as.data.frame(lapply(df_fm, trimws)) +df['fm_name'] <- df['tdfm'] +df_fm <- df_fm[-c(1),] -df['fm_name'] = df['tdfm'] -df_fm = df_fm[-c(1),] - -formation_name = list() -i = 1 +formation_name <- list() +i <- 1 for (formation in form_id) { - formation_name[[i]] = df_fm[df_fm['fm_code'] == formation,'fm_name'] + formation_name[[i]] <- df_fm[df_fm['fm_code'] == formation,'fm_name'] for (name in as.character(df$fm_name)) { if(name == formation){ df[df$fm_name == name,'fm_name'] = trimws(as.character(formation_name[[i]])) }else{ } } - i = i+1 + i <- i+1 } -ternary_ax_title = list('Quartz', 'Carbonate', 'Clay') -rand_composition = matrix(sample(1:100,1137,replace = TRUE),ncol = 379) - -df['Quartz'] = rand_composition[1,] -df['Carbonate'] = rand_composition[2,] -df['Clay'] = rand_composition[3,] - -write.csv(df,'test_compositionR.csv') - - - - - - - - - - - - +ternary_ax_title <- list('Quartz', 'Carbonate', 'Clay') +rand_composition <- matrix(sample(1:100,1137,replace = TRUE),ncol = 379) +df['Quartz'] <- rand_composition[1,] +df['Carbonate'] <- rand_composition[2,] +df['Clay'] <- rand_composition[3,] +write.csv(df, 'data/test_compositionR.csv') From 65ad22447f5fdd4617c7928f664221dc7402938c Mon Sep 17 00:00:00 2001 From: KPhans Date: Tue, 23 Jul 2019 15:41:52 -0400 Subject: [PATCH 06/13] source code modifications --- apps/dashr-oil-and-gas-ternary/app.R | 778 +++++++++++++-------------- 1 file changed, 382 insertions(+), 396 deletions(-) diff --git a/apps/dashr-oil-and-gas-ternary/app.R b/apps/dashr-oil-and-gas-ternary/app.R index 37fa14f2a..afede2d78 100644 --- a/apps/dashr-oil-and-gas-ternary/app.R +++ b/apps/dashr-oil-and-gas-ternary/app.R @@ -1,42 +1,47 @@ library(dashHtmlComponents) library(dashCoreComponents) library(dash) +library(plotly) +library(rlist) + +setwd('/Users/kevinphan/Desktop/dash-sample-apps/apps/dashr-oil-and-gas-ternary') source('constants.R') source('dataprep.R') -app <- Dash$new() - -mapbox_access_token <- 'pk.eyJ1IjoieWNhb2tyaXMiLCJhIjoiY2p1MDR5c3JmMzJsbjQ1cGlhNHA3MHFkaCJ9.xb3lXp5JskCYFewsv5uU1w' +app = Dash$new() -df <- read.csv("data/test_compositionR.csv") -df_prod <- read.csv("data/YearlyProduction_table_1.csv") +mapbox_access_token = 'pk.eyJ1IjoiamFja2x1byIsImEiOiJjajNlcnh3MzEwMHZtMzNueGw3NWw5ZXF5In0.fk8k06T96Ml9CLGgKmk81w' +Sys.setenv('MAPBOX_TOKEN' = mapbox_access_token) +df = read.csv("data/test_compositionR.csv") +df_prod = read.csv("data/YearlyProduction_table_1.csv") -colormap <- list() -j <- 1 +colormap = list() +j = 1 for (i in unique(df$fm_name)) { colormap[[i]] = colors[[j]] - j <- j + 1 + j = j + 1 } -build_banner <- function(){ + +build_banner = function(){ return(htmlDiv( - id = 'banner', - className = 'banner', - children = list( + id='banner', + className='banner', + children=list( htmlH6("Oil and gas ternary map"), htmlImg( - src = "assets/logo.png" + src="https://s3-us-west-1.amazonaws.com/plotly-tutorials/logo/new-branding/dash-logo-by-plotly-stripe.png" ) ) ))} -build_graph_title <- function(title){ +build_graph_title = function(title){ return(htmlP( className='graph-title', children=title))} -generate_production_plot <- function(processed_data){ +generate_production_plot = function(processed_data){ layout = list( xaxis=list( title='Year' @@ -45,295 +50,298 @@ generate_production_plot <- function(processed_data){ title='GAS Production(mcf)' ) ) + data = list() - for (well_id in list(processed_data['well_id'],processed_data[formation])) { - well_prod = df_prod[df_prod['RecordNumber'] == well_id] + welllist = lapply(1:length(processed_data[['well_id']]), + function(x){list('well_id' = unlist(processed_data[['well_id']][x]), + 'formation' = unlist(processed_data[['formation']][x]))}) + + for (well_id in welllist) { + well_prod = df_prod[df_prod['RecordNumber'] == well_id$well_id,] new_trace = list( - x=well_prod['Year'], - y=well_prod['VolumeMCF'], - name=str(well_id), + x=well_prod$Year, + y=well_prod$VolumeMCF, + name=c(well_id$well_id), mode='lines+markers', hoverinfo='x+y+name', - marker=list(symbol="hexagram-open", color=colormap[formation]), + marker=list(symbol="hexagram-open", + color=unlist(colormap[well_id$formation]), + line=list("width" = "0.5")), line=list( shape='spline' ), showlegend=TRUE ) + data = list.append(data,new_trace) } - data = append(data,new_trace) return(list('data' = data, 'layout' = layout)) - - } +} -generate_well_map <- function(dff, selected_data, style){ - Layout= layout(annotations=list( - list( - x=1.1, - y=0.85, - align="right", - valign="top", - text='Formations', - showarrow=False, - xref="paper", - yref="paper", - font=list( - family='sans-serif', - size=13, - color='#000' +generate_well_map = function(dff,selected_data,style){ + + formations = as.list(unique(dff$fm_name)) + + data = list() + + for (formation in unlist(formations)) { + selected_index = NULL + if(formation %in% labels(selected_data)){ + selected_index = selected_data[[formation]] + } + + text_list = list( + paste('Well ID', dff[dff$fm_name == formation,'RecordNumber'])) + + op_list = as.list(dff[dff$fm_name == formation,'op']) + + text_list = lapply(1:length(text_list[[1]]), function(x){paste(op_list[[x]], "
", text_list[[1]][x])}) + + + new_trace = list( + list( + type="scattermapbox", + lat = dff[dff$fm_name == formation,'nlat83'], + lon = dff[dff$fm_name == formation,'wlon83'], + mode = 'markers', + marker = list('color' = colormap, 'size' = 9), + text= unlist(text_list), + name = c(unlist(formation)), + selectedpoints = selected_index, + customdata = dff[dff$fm_name == formation,'RecordNumber'] ) ) + data = append(data, new_trace) + } + + layout = list( + annotations=list( + list( + x=1.1, + y=0.85, + align="right", + valign="top", + text="Formations", + showarrow=FALSE, + xref="paper", + yref="paper", + font=list(family="sans-serif", size=13, color="#000") + ) ), - legend=list( - x=1, - y=0.8, - traceorder='normal', - font=list( - family='sans-serif', - size=12, - color='#000' - ), - bordercolor='#FFFFFF', - borderwidth=2), - - margin=list('l'= 5, 'r' = 5, 't' = 20, 'b' = 5, 'pad' = 0), - height=550, - clickmode='event+select', - showlegend=TRUE, + clickmode="event+select", + dragmode="lasso", + showlegend=FALSE, autosize=TRUE, - hovermode='closest', + hovermode="closest", + margin=list(l=0, r=0, t=0, b=0), mapbox=list( accesstoken=mapbox_access_token, bearing=0, - center=list( - lat=37.497562, - lon=-82.755728 - ), + center=list(lat=37.497562, lon=-82.755728), pitch=0, zoom=8, style=style - )) - - formations <- list(unique(dff['fm_name'])) - - data <- list() - - for (formation in formations) { - selected_index = NULL - if(formation %in% selected_data){ - selected_index = selected_dta[formation] - } - } - new_trace <- plot_mapbox( - lat <- dff[dff['fm_name'] == formation,'nlat83'], - lon <- dff[dff['fm_name'] == formation,'wlon83'], - mode <- 'markers', - marker <- list('color' = colormap[formation], 'size' = 9), - #text = list(map(lambda item= 'Well ID=' + str(int(item)), dff[dff['fm_name'] == formation]['RecordNumber'])), - name <- formation, - selectedpoints = selected_index, - customdata = dff[dff['fm_name'] == formation,'RecordNumber'] - ) %>% Layout - data <- append(data,new_trace) + ) + ) - return(list('data' = data)) + return(list(data = data, layout = layout)) } -generate_ternary_map <- function(dff, selected_data, contour_visible, marker_visible){ - k <- 1 - contour_traces <- list() + +generate_ternary_map = function(dff, selected_data, contour_visible, marker_visible){ + contour_traces = list() + j = 1 for (key in labels(ternary_contour)) { - for (k in ternary_contour[[key]]){ - trace = list( - name = key, - type = 'scatterternary', - a = list(k['Quartz']), - b = list(k['Carbonate']), - c = list(k['Clay']), - mode = 'lines', - line = list(color='#444', width=0.5), - fill = 'toself', - fillcolor = ternary_color[[k]], - opacity = 0.8, - hoverinfo = 'none', - showlegend = FALSE, - visible = contour_visible - )} - k = k+1 - contour_traces = append(contour_traces,trace) + contour_traces[[j]] = list( + name=key, + type='scatterternary', + a= unlist(lapply(ternary_contour[[key]], function(k){k[1]})), + b = unlist(lapply(ternary_contour[[key]], function(k){k[2]})), + c = unlist(lapply(ternary_contour[[key]], function(k){k[3]})), + mode='lines', + line=list(color='#444', width=0.5), + fill='toself', + fillcolor=ternary_color[j][[1]], + opacity=0.8, + hoverinfo='all', + showlegend=FALSE, + visible=contour_visible + ) + j = j+1 + #contour_traces = append(contour_traces,as.list(trace)) } - contour_text <- generate_contour_text_layer(contour_visible) - - layout <- list( + contour_text = generate_contour_text_layer(contour_visible) + + layout = list( 'height' = 600, - 'margin' = dict(l=50, r=10, b=40, t=40, pad=5), - 'ternary' = - list('sum' = 100, - 'aaxis' = list('title'= list('text'= 'Quartz', - 'font' = list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), - 'min'= -2, - 'linewidth'= 1.5, - 'ticks'= 'outside'), - 'baxis'= list('title'= list('text'= 'Carbonate', - 'font'= list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), - 'min'= -2, - 'linewidth'= 1.5, - 'ticks'= 'outside'), - 'caxis'= list('title'= list('text'= 'Clay', - 'font'= list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), - 'min'= -2, - 'linewidth'= 1.5, - 'ticks'= 'outside')), - 'legend'= - list( - x=1, - y=0.8, - traceorder='normal', - font=list( - family='sans-serif', - size=12, - color='#000' - ), - bordercolor='#FFFFFF', - borderwidth=2) - ) - #hovertemplate = " %{text}

Quartz: %{a:.0f}
Carbonate : %{b:.0f}
Clay: %{c:.0f} - formations <- list(unique(dff['fm_name'])) - data_traces <- list() - for (key in formations) { - if(selected_data){ - select_indices = selected_data[key] + 'margin' = list(l=50, r=10, b=40, t=40, pad=5), + 'ternary' = list('sum' = 100, 'aaxis' = list( + 'title'= list('text'= 'Quartz', + 'font' = list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), + 'min'= -2,'linewidth'= 1.5,'ticks'= 'outside'), + 'baxis'= list('title'= list('text'= 'Carbonate', 'font'= list('family'= 'Open Sans', 'size'= 15, + 'color'= '#000')), 'min'= -2, 'linewidth'= 1.5,'ticks'= 'outside'), + 'caxis'= list('title'= list('text'= 'Clay', 'font'= list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), + 'min'= -2, 'linewidth'= 1.5, 'ticks'= 'outside')), + "margin" = list(l=60, r=0, t=0, b=0), + "paper_bgcolor" = "#192444", + "plot_bgcolor" = "#192444", + "showLegend" = FALSE, + "font" = list("color" = "white"), + "annotations" = list("visible" = FALSE), + "autosize" = TRUE + ) + hovertemplate = " %{text}

Quartz: %{a:.0f}
Carbonate : + %{b:.0f}
Clay: %{c:.0f}" + + formations = list(unique(dff['fm_name'])) + data_traces = list() + j = 1 + for (key in formations[[1]]$fm_name) { + if(length(selected_data) > 0){ + select_indices = selected_data[[key]] } else{ select_indices = NULL } - new_data_trace <- list( - #text=list(map(lambda item: 'Well ID:' + str(int(item)), dff[dff['fm_name'] == key]['RecordNumber'])), - name = key, - customdata = dff[dff['fm_name'] == key,'RecordNumber'], - type = 'scatterternary', - a = dff[dff['fm_name'] == key,'Quartz'], - b = dff[dff['fm_name'] == key,'Carbonate'], - c = dff[dff['fm_name'] == key,'Clay'], - mode = 'markers', + data_traces[[j]] = list( + text=as.list(paste('Well ID', + dff[dff$fm_name == formation,'RecordNumber'])), + name=key, + customdata=dff[dff$fm_name == key,'RecordNumber'], + type='scatterternary', + a=dff[dff$fm_name == key,'Quartz'], + b=dff[dff$fm_name == key,'Carbonate'], + c=dff[dff$fm_name == key,'Clay'], + mode='markers', hovertemplate = hovertemplate, - showlegend = TRUE, - marker = list('color' = colormap[key], 'size' = 8, 'line' = list('color' = '#000000', 'width': 0.2)), - selectedpoints = select_indices, + showlegend=TRUE, + marker=list('color' = colormap[[key]], 'size' = 8, 'line' = list('color' = '#000000', 'width'= 0.2)), + selectedpoints=select_indices, visible=marker_visible ) - data_traces = append(data_traces,new_data_trace) + #data_traces = append(data_traces,new_data_trace) + j = j+1 } - return(list('data' = contour_traces + contour_text + data_traces, 'layout' = layout)) + FData = append(contour_traces, contour_text) + FData = append(FData, data_traces) + return(list('data' = FData, 'layout' = layout)) } -generate_contour_text_layer <- function(contur_visible){ - layer <- list() +generate_contour_text_layer = function(contour_visible){ + layer = list() + j = 1 for (key in labels(ternary_contour)) { - for (k in ternary_contour[[key]]) { - a <- mean(unlist(k['Quartz'])) - b <- mean(unlist(k['Carbonate'])) - c <- mean(unlist(k['Clay'])) - } - key_br <- gsub(key,' ', '
') - new_trace <- generate_contour_text(a, b, c, key, key_br, contour_visible) - layer <- append(layer,new_trace) + a= mean(unlist(lapply(ternary_contour[[key]], function(k){k[1]}))) + b = mean(unlist(lapply(ternary_contour[[key]], function(k){k[2]}))) + c = mean(unlist(lapply(ternary_contour[[key]], function(k){k[3]}))) + key_br = gsub(" ", '
', key) + new_trace = generate_contour_text(a, b, c, key, key_br, contour_visible) + layer[[j]] = new_trace + j = j+1 } return(layer) } -generate_contour_text <- function(a, b, c, name, text, visible){ +generate_contour_text = function(a, b, c, name, text, visible){ return(list( type='scatterternary', - a = list(a), - b = list(b), - c = list(c), - name = name, - text = text, - mode = 'text', - hoverinfo = 'none', - textposition = 'middle center', - textfont = list('size' = 11, 'color' = '#000000', 'family' = 'sans-serif'), - showlegend = FALSE, - legendgroup = 'Rock type', - visible = visible + a=list(a), + b=list(b), + c=list(c), + name=name, + text=list(text), + mode='text', + hoverinfo='all', + textposition='middle center', + textfont=list('size' = 11, 'color' = '#000000', 'family' = 'sans-serif'), + showlegend=FALSE, + legendgroup='Rock type', + visible=visible )) } -generate_formation_bar = function(dff, selected_Data){ - - layout <- layout(showlegend=FALSE, - hovermode="closest", - xaxis=list(tickangle=-45, title="Formations"), - yaxis=list(title="Well Counts"), - clickmode="event+select") +generate_formation_bar = function(dff, selected_data){ - formations <- list(unique(dff['fm_name'])) - - if(length(selected_Data > 0)){ - data <- list() - for (i in formations) { - selected_points <- list() - selected_indices <- selected_data[i] - if(length(select_indices) > 0){ - selected_points <- list(0) + formations = list(unique(dff['fm_name'])) + data = list() + countt = list() + color = list() + for (i in formations[[1]]$fm_name) { + counttt = nrow(dff[dff$fm_name == i,]) + countt = append(countt, counttt) + colorr =unname(colormap[i]) + color = append(color,colorr) + } + if(length(selected_data) > 0){ + selected_points = list() + for (i in formations[[1]]$fm_name) { + select_indices = selected_data[[i]] + if(length(select_indices) > 0 && is.null(select_indices) == FALSE){ + selected_points = list(0) } - new_trace <- plot_ly( - type = 'Bar', - x = list(i), - y = length(dff[dff['fm_name'] == i,]), - name = i, - hoverinfo = 'x+y', - marker = list('color' = colormap[i]), - selectedpoints = selected_points - ) - data <- append(data, new_trace) + selected_points = append(selected_points, select_indices) } + new_trace = plot_ly( + type = 'bar', + x = unlist(formations), + y = unlist(countt), + name = i, + hoverinfo = 'x+y', + marker = list(color = c(unlist(color))), + selectedpoints = c(unlist(selected_points)) + ) %>% layout(showlegend=FALSE, + hovermode="closest", + xaxis=list(tickangle=-45, title="Formations"), + yaxis=list(title="Well Counts"), + clickmode="event+select") } else{ - data <- list() - for (i in formations) { - new_trace <- plot_ly( - type = 'Bar', - x = list(i), - y = length(dff[dff['fm_name'] == i,]), - name = i, - marker = list('color' = colormap[i]), - selectedpoints = NULL - ) - data <- append(data, new_trace) - } + new_trace = plot_ly( + type = 'bar', + x = unlist(formations), + y = unlist(countt), + name = i, + marker = list(color = c(unlist(color))), + selectedpoints = NULL + )%>% layout(showlegend=FALSE, + hovermode="closest", + xaxis=list(tickangle=-45, title="Formations"), + yaxis=list(title="Well Counts"), + clickmode="event+select") } - return(list('data' = data, 'layout' = layout)) + return(new_trace) } -get_selection <- function(data,formation,selection_data,starting_index){ - ind <- list() - current_curve <- list(unique(data['fm_name', formation])) - for (point in selection_data['points']) { - if(point['curveNumber'] - starting_index == current_curve){ - ind <- append(ind, point['pointNumber']) + + +get_selection = function(OurData,formation,selection_data,starting_index){ + ind = list() + current_curve = which(sapply(as.list(unique(OurData$fm_name)), + FUN=function(X) formation %in% X)) + for (point in selection_data[['points']]) { + if(point[['curveNumber']] - starting_index == current_curve){ + ind = append(ind,point[['pointNumber']]) } } return(ind) } -get_selection_by_bar <- function(bar_selected_data) { - dict <- list() - if(length(bar_selected_data) > 0){ - for (point in bar_selected_data['points']) { - if(length(point['x']) > 0){ - dict[(point["x"])] <- list(seq(0, point["y"])) - } - } - } - return(dict) +get_selection_by_bar = function(bar_selected_data){ + dict = list() + if(length(bar_selected_data) > 0){ + for (point in bar_selected_data[['points']]) { + if(length(point$x) > 0){ + dict[[(point$x)]] = as.list(seq(0, point$y)) + } + } + } + return(dict) } app$layout(htmlDiv( @@ -360,14 +368,11 @@ app$layout(htmlDiv( build_graph_title("Select Operator"), dccDropdown( id="operator-select", - # options=list( - # list("label"= i, "value"= i) - # for i in df["op"].unique().tolist() - #), + options= lapply(unique(df['op'])$op, function(x){list('label' = x, 'value' = x)}), multi=TRUE, value=list( - list(unique(df))["op"][0], - list(unique(df["op"]))[1] + list(unique(df$op))[[1]][1], + list(unique(df$op))[[1]][2] ) ) ) @@ -399,6 +404,7 @@ app$layout(htmlDiv( ), dccGraph( id="well-map", + figure = list(), config=list("scrollZoom"= TRUE, "displayModeBar"= TRUE) ) ) @@ -432,6 +438,7 @@ app$layout(htmlDiv( ), dccGraph( id="ternary-map", + figure = list(), config=list("scrollZoom"= TRUE, "displayModeBar"= TRUE) ) ) @@ -459,12 +466,13 @@ app$layout(htmlDiv( className="six columns", children=list( build_graph_title("Individual well annual production"), - dccGraph(id="production-fig") + dccGraph(id="production-fig", + figure = list()) ) ) ) ) - ) +) )) app$callback(output = list(id = "form-by-bar", property = "figure"), @@ -473,124 +481,121 @@ app$callback(output = list(id = "form-by-bar", property = "figure"), input("ternary-map", "selectedData"), input("operator-select", "value")), function(map_selected_data, tern_selected_data, op_select){ - dff <- df[df['op'] %in% op_select,] - - formation <- list(unique(dff['fm_name'])) - ctx <- app$callback_context() - prop_id <- "" - prop_type <- "" - if (isTRUE(ctx$triggered)){ - splitted <- strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) - prop_id <- splitted[0] - prop_type <- splitted[1] + dff = df[df$op == op_select,] + #browser() + formations = as.list(unique(dff$fm_name)) + ctx = app$callback_context() + prop_id = "" + prop_type = "" + if (!is.null(ctx$triggered) == TRUE){ + splitted = as.list(strsplit(ctx$triggered['prop_id']$prop_id, ".",fixed=TRUE)[1][[1]]) + prop_id = splitted[1] + prop_type = splitted[2] } - processed_data <- list() + processed_data = list() if(prop_id == 'well-map' & prop_type == 'selectedData'){ - for (formation in formations) { + for (formation in unlist(formations)) { if(length(map_selected_data) == 0){ - processed_data[formation] <- list(0) + processed_data[[formation]] = list(0) } else{ - processed_data[formation] <- get_selection(dff, formation, map_selected_data, 0) + processed_data[[formation]] = get_selection(dff, formation, map_selected_data, 0) } } } else if (prop_id == 'ternary-map' & prop_type == 'selectedData'){ - for (formation in formations) { + for (formation in unlist(formations)) { if (length(tern_selected_data) == 0){ - processed_data[formation] = list(0) + processed_data[[formation]] = list(0) } else{ - processed_data[formation] = get_selection(dff, formation, tern_selected_data, 32) + processed_data[[formation]] = get_selection(dff, formation, tern_selected_data, 32) } } } - else{ - for (formation in formations) { - processed_data[formation] = list(0) - } - } + else{ + processed_data = processed_data + } return(generate_formation_bar(dff, processed_data)) }) - app$callback(output = list(id = "ternary-map", property = "figure"), params = list( input("well-map", "selectedData"), - input("ternary-map", "selectedData"), + input("form-by-bar", "selectedData"), input("form-by-bar", "clickData"), input("operator-select", "value"), - input("ternary-layer-select", "values"), + input("ternary-layer-select", "value"), state("ternary-map", "figure")), - function(map_selected_data,bar_selected_data,bar_click_data,op_select,layer_select, curr_fig){ - marker_visible = countour_visible + function(map_selected_data, bar_selected_data, bar_click_data, op_select, + layer_select, curr_fig){ + #browser() marker_visible = TRUE - dff = df[df['op'] %in% op_select,] - formaions = list(unique(dff['fm_name'])) - - ctx = app$callback() - if(isTRUE(ctx$triggered)){ - splitted = strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) - prop_id = splitted[0] - prop_type = splitted[1] + contour_visible = TRUE + dff = df[df$op == op_select,] + formations = list(unique(dff['fm_name'])) + ctx = app$callback_context() + prop_id = "" + prop_type = "" + if(isTRUE(ctx$triggered) == FALSE){ + splitted = as.list(strsplit(ctx$triggered['prop_id']$prop_id, ".",fixed=TRUE)[1][[1]]) + prop_id = splitted[1] + prop_type = splitted[2] } processed_data = list() if(prop_id != 'ternary-layer-select'){ if(prop_id == "well-map" & prop_type == "selectedData"){ - for (formation in formations) { + for (formation in formations[[1]]$fm_name) { if(length(map_selected_data) == 0){ - processed_data[formation] = NULL + processed_data[[formation]] = NULL } else{ - processed_data[formation] = get_selection(dff, formation, map_selected_data, 0) + processed_data[[formation]] = get_selection(dff, formation, map_selected_data, 0) } } } - else if(prop_id == "form-by-bar" & prop_type == "selectedData"){ - processed_data = get_selection_by_bar(bar_selected_data) - for (formation in formations) { - if(length(bar_selected_data) == 0){ - processed_data[formation] = NULL - } else if(!(formation %in% processed_data)){ - processed_data[formation] = list() + else if(prop_id == "form-by-bar" & prop_type == "selectedData"){ + processed_data = get_selection_by_bar(bar_selected_data) + for (formation in formations[[1]]$fm_name) { + if(length(bar_selected_data) == 0){ + processed_data[[formation]] = NULL + } else if(!(formation %in% labels(processed_data))){ + processed_data[[formation]] = list() + } } - } - - } else if(rop_id == "form-by-bar" & prop_type == "clickData"){ - processed_data = get_selection_by_bar(bar_click_data) - for (formation in formations) { - if(length(bar_click_data) == 0){ + + } else if(prop_id == "form-by-bar" & prop_type == "clickData"){ + processed_data = get_selection_by_bar(bar_click_data) + for (formation in formations[[1]]$fm_name) { + if(length(bar_click_data) == 0){ + processed_data[[formation]] = NULL + } else if(!(formation %in% labels(processed_data))){ + processed_data[[formation]] = list() + } + } + } else{ + for (formation in formations[[1]]$fm_name) { processed_data[formation] = NULL - } else if(!(formtion %in% processed_data)){ - processed_data[formation] = list() } } - } else{ - for (formation in formations) { - processed_data[formation] = NULL - } + return(generate_ternary_map( + dff, processed_data, contour_visible, marker_visible)) } - return(generate_ternary_map( - dff, processed_data, contour_visible, marker_visible))} - if (prop_id == "ternary-layer-select"){ - if(length(curr_fig) == 0){ - if(!("Well Data" %in% layer_select)){ - marker_visible = "legendonly" - } - if (!("Rock Type" %in% layer_select)){ - contour_visible = "legendonly" - } - for (contour_dict in curr_fig["data"][1:32,]) { - contour_dict["visible"] = contour_visible - } - for (marker_dict in curr_fig["data"][1:32,]) { - contour_dict["visible"] = marker_visible - } - return(curr_fig) - }else{ - return(curr_fig) - } - } + if (prop_id == "ternary-layer-select"){ + if(!(length(curr_fig) == 0)){ + if(!("Well Data" %in% layer_select)){ + marker_visible = "legendonly" + } + if (!("Rock Type" %in% layer_select)){ + contour_visible = "legendonly" + } + curr_fig = generate_ternary_map(dff, processed_data, + contour_visible, marker_visible) + return(curr_fig) + } else{ + return(curr_fig) + } + } }) app$callback(output = list(id = "well-map", property = "figure"), @@ -600,28 +605,31 @@ app$callback(output = list(id = "well-map", property = "figure"), input("operator-select", "value"), input("mapbox-view-selector", "value")), function(tern_selected_data, bar_selected_data, bar_click_data, op_select, mapbox_view){ - dff = df[df['op'] %in% op_select,] - formaions = list(unique(dff['fm_name'])) + #browser() + dff = df[df$op == op_select,] + formations = list(unique(dff['fm_name'])) ctx = app$callback_context() prop_id = "" prop_type = "" - if(isTRUE(ctx$triggered)){ - splitted = strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) - prop_id = splitted[0] - prop_type = splitted[1] + if(isTRUE(ctx$triggered) == FALSE){ + splitted = as.list(strsplit(ctx$triggered['prop_id']$prop_id, ".",fixed=TRUE)[1][[1]]) + prop_id = splitted[1] + prop_type = splitted[2] } processed_data = list() if (prop_id == 'ternary-map'){ - for (formation in formations) { + for (formation in formations[[1]]$fm_name) { if(length(tern_selected_data) == 0){ - processed_data[formation] = NULL - }else{ - processed_data[formation] = get_selection(dff, formation, tern_selected_data, 32) + processed_data[[formation]] = NULL + } + else{ + processed_data[[formation]] = get_selection(dff, formation, tern_selected_data, 32) } } - } else if(prop_id == 'form-by-bar'){ + } + else if(prop_id == 'form-by-bar'){ bar_data = "" if(prop_type == 'selectedData'){ bar_data = bar_selected_data @@ -629,20 +637,21 @@ app$callback(output = list(id = "well-map", property = "figure"), bar_data = bar_click_data } processed_data = get_selection_by_bar(bar_data) - for (formation in formations) { + + for (formation in formations[[1]]$fm_name) { if(length(bar_data) == 0){ - processed_data[formation] = NULL - } else if(!(formation %in% processed_data)){ - processed_data[formation] = list() + processed_data[[formation]] = NULL + } else if(!(formation %in% labels(processed_data))){ + processed_data[[formation]] = list() + } } - } } else{ - for (formation in formations) { - processed_data[formation] = NULL + for (formation in formations[[1]]$fm_name) { + processed_data[[formation]] = NULL }} return(generate_well_map(dff, processed_data, mapbox_view)) -}) + }) app$callback(output = list(id = "production-fig", property = "figure"), params = list(input("well-map", "selectedData"), @@ -650,27 +659,29 @@ app$callback(output = list(id = "production-fig", property = "figure"), input("form-by-bar", "selectedData"), input("operator-select", "value")), function(map_select, tern_select, bar_select, op_select){ + #browser() dff = df[df$op == op_select,] ctx = app$callback_context() prop_id = "" prop_type = "" - if(isTRUE(ctx$triggered)){ - splitted = strsplit(ctx$triggered['prop_id'][0], ".",fixed=TRUE) - prop_id = splitted[0] - prop_type = splitted[1] + if(isTRUE(ctx$triggered) == FALSE){ + splitted = as.list(strsplit(ctx$triggered['prop_id']$prop_id, ".",fixed=TRUE)[1][[1]]) + prop_id = splitted[1] + prop_type = splitted[2] } processed_data_init = list() - processed_data_init["well_id"] = list(dff["RecordNumber"]) - processed_data_init["formation"] = list(dff["fm_name"]) - + processed_data_init[["well_id"]] = as.list(dff$RecordNumber) + processed_data_init[["formation"]] = as.list(dff$fm_name) + if(prop_id == "well-map" & prop_type == "selectedData"){ if(length(map_select) > 0){ processed_data = list('well_id' = list(), 'formation' = list()) - for (point in map_select['points']) { - processed_data['well_id'] = append(processed_data['well_id'], point[['customdata']]) - processed_data['formation'] = append(processed_data['formation'], - dff[dff['RecordNumber'] == point['customdata'], list('fm_name')][1]) + for (point in map_select[['points']]) { + processed_data[["well_id"]] = append(processed_data[["well_id"]], point$customdata) + processed_data[['formation']] = append(processed_data[['formation']], + list(dff[dff$RecordNumber == point$customdata, + 'fm_name'])) } } else{ processed_data = processed_data_init @@ -678,25 +689,29 @@ app$callback(output = list(id = "production-fig", property = "figure"), } else if(prop_id == "ternary-map" & prop_type == "selectedData"){ if(length(tern_select) > 0){ processed_data = list('well_id' = list(), 'formation' = list()) - for (point in tern_select['points']) { - if('customdata' %in% point){ - processed_data["well_id"] = append(processed_data["well_id"], point["customdata"]) - processed_data['formation'] = append(processed_data['formation'], - dff[dff['RecordNumber'] == point['customdata'], list('fm_name')][1]) - } + for (point in tern_select[['points']]) { + #if('customdata' %in% point){ + processed_data[["well_id"]] = append(processed_data[["well_id"]], point$customdata) + processed_data[['formation']] = append(processed_data[['formation']], + list(dff[dff$RecordNumber == point$customdata, + 'fm_name'])) + #} } - } else{ + } + + + else{ processed_data = processed_data_init } } else if(prop_id == "form-by-bar" & prop_type == "selectedData"){ if(length(bar_select) > 0){ processed_data = list('well_id' = list(), 'formation' = list()) - for (point in bar_select['points']) { - selected_form = point['x'] - selected_well = list(dff[dff["fm_name"] == point["x"],"RecordNumber"]) - for (well in selected_well) { - processed_data["well_id"] = append(processed_data["well_id"],integer(well)) - processed_data["formation"] = append(processed_data["formation"],integer(selected_form)) + for (point in bar_select[['points']]) { + selected_form = point[['x']] + selected_well = list(dff[dff["fm_name"] == point[["x"]],"RecordNumber"]) + for (well in selected_well[[1]]) { + processed_data[["well_id"]] = append(processed_data[["well_id"]],well) + processed_data[["formation"]] = append(processed_data[["formation"]],selected_form) } } } else{ @@ -706,35 +721,6 @@ app$callback(output = list(id = "production-fig", property = "figure"), processed_data = processed_data_init } return(generate_production_plot(processed_data)) - }) + }) app$run_server() - - - - - - - - - - - - - - - - - - - - - - - - - - - - - From 53838a66484a95c892bc80492c0868e448fe608f Mon Sep 17 00:00:00 2001 From: KPhans Date: Thu, 25 Jul 2019 14:08:57 -0400 Subject: [PATCH 07/13] modified code --- apps/dashr-oil-and-gas-ternary/.Rhistory | 512 ++++++++++++ apps/dashr-oil-and-gas-ternary/app.R | 303 +++---- .../assets/Screencast.gif | Bin 0 -> 6468697 bytes .../assets/Screenshot.png | Bin 0 -> 445838 bytes .../dashr-oil-and-gas-ternary/assets/base.css | 16 +- .../assets/dash-logo.png | Bin 0 -> 4502 bytes .../dashr-oil-and-gas-ternary/assets/logo.png | Bin 10118 -> 0 bytes .../assets/oil-and-gas-ternary.css | 426 +++++++++- apps/dashr-oil-and-gas-ternary/constants.R | 17 +- .../data/test_compositionR.csv | 758 +++++++++--------- 10 files changed, 1466 insertions(+), 566 deletions(-) create mode 100644 apps/dashr-oil-and-gas-ternary/.Rhistory create mode 100644 apps/dashr-oil-and-gas-ternary/assets/Screencast.gif create mode 100644 apps/dashr-oil-and-gas-ternary/assets/Screenshot.png create mode 100644 apps/dashr-oil-and-gas-ternary/assets/dash-logo.png delete mode 100644 apps/dashr-oil-and-gas-ternary/assets/logo.png diff --git a/apps/dashr-oil-and-gas-ternary/.Rhistory b/apps/dashr-oil-and-gas-ternary/.Rhistory new file mode 100644 index 000000000..13ec98b69 --- /dev/null +++ b/apps/dashr-oil-and-gas-ternary/.Rhistory @@ -0,0 +1,512 @@ +hovertemplate = " %{text}

Quartz: %{a:.0f}
Carbonate : +%{b:.0f}
Clay: %{c:.0f}" +formations = list(unique(dff['fm_name'])) +data_traces = list() +j = 1 +for (key in formations[[1]]$fm_name) { +if(length(selected_data) > 0){ +select_indices = selected_data[[key]] +} else{ +select_indices = NULL +} +data_traces[[j]] = list( +text=as.list(paste('Well ID', +dff[dff$fm_name == formation,'RecordNumber'])), +name=key, +customdata=dff[dff$fm_name == key,'RecordNumber'], +type='scatterternary', +a=dff[dff$fm_name == key,'Quartz'], +b=dff[dff$fm_name == key,'Carbonate'], +c=dff[dff$fm_name == key,'Clay'], +mode='markers', +hovertemplate = hovertemplate, +showlegend=TRUE, +marker=list('color' = colormap[[key]], 'size' = 8, 'line' = list('color' = '#000000', 'width'= 0.2)), +selectedpoints=select_indices, +visible=marker_visible +) +#data_traces = append(data_traces,new_data_trace) +j = j+1 +} +FData = append(contour_traces, contour_text) +FData = append(FData, data_traces) +return(list('data' = FData, 'layout' = layout)) +} +generate_contour_text_layer = function(contour_visible){ +layer = list() +j = 1 +for (key in labels(ternary_contour)) { +a= mean(unlist(lapply(ternary_contour[[key]], function(k){k[1]}))) +b = mean(unlist(lapply(ternary_contour[[key]], function(k){k[2]}))) +c = mean(unlist(lapply(ternary_contour[[key]], function(k){k[3]}))) +key_br = gsub(" ", '
', key) +new_trace = generate_contour_text(a, b, c, key, key_br, contour_visible) +layer[[j]] = new_trace +j = j+1 +} +return(layer) +} +generate_contour_text = function(a, b, c, name, text, visible){ +return(list( +type='scatterternary', +a=list(a), +b=list(b), +c=list(c), +name=name, +text=list(text), +mode='text', +hoverinfo='all', +textposition='middle center', +textfont=list('size' = 11, 'color' = '#000000', 'family' = 'sans-serif'), +showlegend=FALSE, +legendgroup='Rock type', +visible=visible +)) +} +generate_formation_bar = function(dff, selected_data){ +formations = list(unique(dff['fm_name'])) +data = list() +countt = list() +color = list() +for (i in formations[[1]]$fm_name) { +counttt = nrow(dff[dff$fm_name == i,]) +countt = append(countt, counttt) +colorr =unname(colormap[[i]]) +color = append(color,colorr) +} +if(length(selected_data) > 0){ +selected_points = list() +for (i in formations[[1]]$fm_name) { +select_indices = selected_data[[i]] +if(length(select_indices) > 0 && is.null(select_indices) == FALSE){ +selected_points = list(0) +} +selected_points = append(selected_points, select_indices) +} +new_trace = plot_ly( +type = 'bar', +x = formations[[1]]$fm_name, +y = countt, +name = i, +hoverinfo = 'x+y', +marker = list(color = c(unlist(color))), +selectedpoints = c(unlist(selected_points)) +) %>% layout(showlegend=FALSE, +hovermode="closest", +xaxis=list(tickangle=-45, title="Formations"), +yaxis=list(title="Well Counts"), +clickmode="event+select") +} +else{ +new_trace = plot_ly( +type = 'bar', +x = formations[[1]]$fm_name, +y = countt, +name = i, +marker = list(color = c(unlist(color))), +selectedpoints = NULL +)%>% layout(showlegend=FALSE, +hovermode="closest", +xaxis=list(tickangle=-45, title="Formations"), +yaxis=list(title="Well Counts"), +clickmode="event+select") +} +return(new_trace) +} +get_selection = function(OurData,formation,selection_data,starting_index){ +ind = list() +current_curve = which(sapply(as.list(unique(OurData$fm_name)), +FUN=function(X){formation %in% X})) +for (point in selection_data[['points']]) { +if(point[['curveNumber']] - starting_index == current_curve){ +ind = append(ind, point[['pointNumber']]) +} +} +return(ind) +} +get_selection_by_bar = function(bar_selected_data){ +dict = list() +if(length(bar_selected_data) > 0){ +for (point in bar_selected_data[['points']]) { +if(length(point$x) > 0){ +dict[[(point$x)]] = as.list(seq(0, point$y)) +} +} +} +return(dict) +} +app$layout(htmlDiv( +children=list( +htmlDiv( +id="top-row", +children=list( +htmlDiv( +className="row", +id="top-row-header", +children=list( +htmlDiv( +id="header-container", +children=list( +build_banner(), +htmlP( +id="instructions", +children="Select data points from the well map, ternary map or bar graph to +visualize cross-filtering to other plots. Selection could be done by +clicking on individual data points or using the lasso tool to capture +multiple data points or bars. With the box tool from modebar, multiple +regions can be selected by holding the SHIFT key while clicking and +dragging." +), +build_graph_title("Select Operator"), +dccDropdown( +id="operator-select", +options= lapply(unique(df['op'])$op, function(x){list('label' = x, 'value' = x)}), +multi=TRUE, +value=list( +list(unique(df$op))[[1]][1], +list(unique(df$op))[[1]][2] +) +) +) +) +) +), +htmlDiv( +className="row", +id="top-row-graphs", +children=list( +# Well map +htmlDiv( +id="well-map-container", +children=list( +build_graph_title("Well Map"), +dccRadioItems( +id="mapbox-view-selector", +options=list( +list("label"= "basic", "value"= "basic"), +list("label"= "satellite", "value"= "satellite"), +list("label"= "outdoors", "value"= "outdoors"), +list( +"label"= "satellite-street", +"value"= "mapbox=//styles/mapbox/satellite-streets-v9" +) +), +value="basic" +), +dccGraph( +id="well-map", +figure=list( +"layout"= list( +"paper_bgcolor"= "#192444", +"plot_bgcolor"= "#192444" +) +), +config=list("scrollZoom"= TRUE, "displayModeBar"= TRUE) +) +) +), +# Ternary map +htmlDiv( +id="ternary-map-container", +children=list( +htmlDiv( +id="ternary-header", +children=list( +build_graph_title( +"Shale Mineralogy Composition" +), +dccChecklist( +id="ternary-layer-select", +options=list( +list( +"label"= "Well Data", +"value"= "Well Data" +), +list( +"label"= "Rock Type", +"value"= "Rock Type" +) +), +value=list("Well Data", "Rock Type") +) +) +), +dccGraph( +id="ternary-map", +figure=list( +"layout"= list( +"paper_bgcolor"= "#192444", +"plot_bgcolor"= "#192444" +) +), +config=list( +"scrollZoom"= TRUE, +"displayModeBar"= TRUE +) +) +) +) +) +) +) +), +htmlDiv( +className="row", +id="bottom-row", +children=list( +# Formation bar plots +htmlDiv( +id="form-bar-container", +className="six columns", +children=list( +build_graph_title("Well count by formations"), +dccGraph(id="form-by-bar") +) +), +htmlDiv( +# Selected well productions +id="well-production-container", +className="six columns", +children=list( +build_graph_title("Individual well annual production"), +dccGraph(id="production-fig") +) +) +) +) +) +)) +app$callback(output = list(id = "form-by-bar", property = "figure"), +params = list( +input("well-map", "selectedData"), +input("ternary-map", "selectedData"), +input("operator-select", "value")), +function(map_selected_data, tern_selected_data, op_select){ +dff = df[df$op %in% op_select,] +#browser() +formations = list(unique(dff['fm_name'])) +ctx = app$callback_context() +prop_id = "" +prop_type = "" +if (!is.null(ctx$triggered) == TRUE){ +splitted = as.list(strsplit(ctx$triggered['prop_id']$prop_id, ".",fixed=TRUE)[1][[1]]) +prop_id = splitted[1] +prop_type = splitted[2] +} +processed_data = list() +if(prop_id == 'well-map' & prop_type == 'selectedData'){ +for (formation in formations[[1]]$fm_name) { +if(length(map_selected_data) == 0){ +processed_data[[formation]] = list(0) +} else{ +processed_data[[formation]] = get_selection(dff, formation, map_selected_data, 0) +} +} +} +else if (prop_id == 'ternary-map' & prop_type == 'selectedData'){ +for (formation in formations[[1]]$fm_name) { +if (length(tern_selected_data) == 0){ +processed_data[[formation]] = list(0) +} +else{ +processed_data[[formation]] = get_selection(dff, formation, tern_selected_data, 32) +} +} +} +else{ +processed_data = processed_data +} +return(generate_formation_bar(dff, processed_data)) +}) +app$callback(output = list(id = "ternary-map", property = "figure"), +params = list( +input("well-map", "selectedData"), +input("form-by-bar", "selectedData"), +input("form-by-bar", "clickData"), +input("operator-select", "value"), +input("ternary-layer-select", "value"), +state("ternary-map", "figure")), +function(map_selected_data, bar_selected_data, bar_click_data, op_select, +layer_select, curr_fig){ +#browser() +marker_visible = TRUE +contour_visible = TRUE +dff = df[df$op %in% op_select,] +formations = list(unique(dff['fm_name'])) +ctx = app$callback_context() +prop_id = "" +prop_type = "" +if(isTRUE(ctx$triggered) == FALSE){ +splitted = as.list(strsplit(ctx$triggered['prop_id']$prop_id, ".",fixed=TRUE)[1][[1]]) +prop_id = splitted[1] +prop_type = splitted[2] +} +processed_data = list() +if(prop_id != 'ternary-layer-select'){ +if(prop_id == "well-map" & prop_type == "selectedData"){ +for (formation in formations[[1]]$fm_name) { +if(length(map_selected_data) == 0){ +processed_data[[formation]] = NULL +} else{ +processed_data[[formation]] = get_selection(dff, formation, map_selected_data, 0) +} +} +} +else if(prop_id == "form-by-bar" & prop_type == "selectedData"){ +processed_data = get_selection_by_bar(bar_selected_data) +for (formation in formations[[1]]$fm_name) { +if(length(bar_selected_data) == 0){ +processed_data[[formation]] = NULL +} else if(!(formation %in% labels(processed_data))){ +processed_data[[formation]] = list() +} +} +} else if(prop_id == "form-by-bar" & prop_type == "clickData"){ +processed_data = get_selection_by_bar(bar_click_data) +for (formation in formations[[1]]$fm_name) { +if(length(bar_click_data) == 0){ +processed_data[[formation]] = NULL +} else if(!(formation %in% labels(processed_data))){ +processed_data[[formation]] = list() +} +} +} else{ +for (formation in formations[[1]]$fm_name) { +processed_data[formation] = NULL +} +} +return(generate_ternary_map( +dff, processed_data, contour_visible, marker_visible)) +} +if (prop_id == "ternary-layer-select"){ +if(!(length(curr_fig) == 0)){ +if(!("Well Data" %in% layer_select)){ +marker_visible = "legendonly" +} +if (!("Rock Type" %in% layer_select)){ +contour_visible = "legendonly" +} +curr_fig = generate_ternary_map(dff, processed_data, +contour_visible, marker_visible) +return(curr_fig) +} else{ +return(curr_fig) +} +} +}) +app$callback(output = list(id = "well-map", property = "figure"), +params = list(input("ternary-map", "selectedData"), +input("form-by-bar", "selectedData"), +input("form-by-bar", "clickData"), +input("operator-select", "value"), +input("mapbox-view-selector", "value")), +function(tern_selected_data, bar_selected_data, bar_click_data, op_select, mapbox_view){ +#browser() +dff = df[df$op %in% op_select,] +formations = list(unique(dff['fm_name'])) +ctx = app$callback_context() +prop_id = "" +prop_type = "" +if(isTRUE(ctx$triggered) == FALSE){ +splitted = as.list(strsplit(ctx$triggered['prop_id']$prop_id, ".",fixed=TRUE)[1][[1]]) +prop_id = splitted[1] +prop_type = splitted[2] +} +processed_data = list() +if (prop_id == 'ternary-map'){ +for (formation in formations[[1]]$fm_name) { +if(length(tern_selected_data) == 0){ +processed_data[[formation]] = NULL +} +else{ +processed_data[[formation]] = get_selection(dff, formation, tern_selected_data, 32) +} +} +} +else if(prop_id == 'form-by-bar'){ +bar_data = "" +if(prop_type == 'selectedData'){ +bar_data = bar_selected_data +} else if(prop_type == "clickData"){ +bar_data = bar_click_data +} +processed_data = get_selection_by_bar(bar_data) +for (formation in formations[[1]]$fm_name) { +if(length(bar_data) == 0){ +processed_data[[formation]] = NULL +} else if(!(formation %in% labels(processed_data))){ +processed_data[[formation]] = list() +} +} +} else{ +for (formation in formations[[1]]$fm_name) { +processed_data[[formation]] = NULL +}} +return(generate_well_map(dff, processed_data, mapbox_view)) +}) +app$callback(output = list(id = "production-fig", property = "figure"), +params = list(input("well-map", "selectedData"), +input("ternary-map", "selectedData"), +input("form-by-bar", "selectedData"), +input("operator-select", "value")), +function(map_select, tern_select, bar_select, op_select){ +#browser() +dff = df[df$op %in% op_select,] +ctx = app$callback_context() +prop_id = "" +prop_type = "" +if(isTRUE(ctx$triggered) == FALSE){ +splitted = as.list(strsplit(ctx$triggered['prop_id']$prop_id, ".",fixed=TRUE)[1][[1]]) +prop_id = splitted[1] +prop_type = splitted[2] +} +processed_data_init = list() +processed_data_init[["well_id"]] = as.list(dff$RecordNumber) +processed_data_init[["formation"]] = as.list(dff$fm_name) +if(prop_id == "well-map" & prop_type == "selectedData"){ +if(length(map_select) > 0){ +processed_data = list('well_id' = list(), 'formation' = list()) +for (point in map_select[['points']]) { +processed_data[["well_id"]] = append(processed_data[["well_id"]], point[['customdata']]) +processed_data[['formation']] = append(processed_data[['formation']], +list(dff[dff$RecordNumber %in% point[['customdata']], +'fm_name'])) +} +} else{ +processed_data = processed_data_init +} +} else if(prop_id == "ternary-map" & prop_type == "selectedData"){ +if(length(tern_select) > 0){ +processed_data = list('well_id' = list(), 'formation' = list()) +for (point in tern_select[['points']]) { +#if('customdata' %in% point){ +processed_data[["well_id"]] = append(processed_data[["well_id"]], point$customdata) +processed_data[['formation']] = append(processed_data[['formation']], +list(dff[dff$RecordNumber == point$customdata, +'fm_name'])) +#} +} +} +else{ +processed_data = processed_data_init +} +} else if(prop_id == "form-by-bar" & prop_type == "selectedData"){ +if(length(bar_select) > 0){ +processed_data = list('well_id' = list(), 'formation' = list()) +for (point in bar_select[['points']]) { +selected_form = point[['x']] +selected_well = list(dff[dff["fm_name"] == point[["x"]],"RecordNumber"]) +for (well in selected_well[[1]]) { +processed_data[["well_id"]] = append(processed_data[["well_id"]],well) +processed_data[["formation"]] = append(processed_data[["formation"]],selected_form) +} +} +} else{ +processed_data = processed_data_init +} +} else{ +processed_data = processed_data_init +} +return(generate_production_plot(processed_data)) +}) +app$run_server() diff --git a/apps/dashr-oil-and-gas-ternary/app.R b/apps/dashr-oil-and-gas-ternary/app.R index afede2d78..92c262abf 100644 --- a/apps/dashr-oil-and-gas-ternary/app.R +++ b/apps/dashr-oil-and-gas-ternary/app.R @@ -4,7 +4,16 @@ library(dash) library(plotly) library(rlist) -setwd('/Users/kevinphan/Desktop/dash-sample-apps/apps/dashr-oil-and-gas-ternary') +appName <- Sys.getenv("DASH_APP_NAME") +if (appName != ""){ + pathPrefix <- sprintf("/%s/", appName) + + Sys.setenv(DASH_ROUTES_PATHNAME_PREFIX = pathPrefix, + DASH_REQUESTS_PATHNAME_PREFIX = pathPrefix) + + setwd(sprintf("/app/apps/%s", appName)) +} + source('constants.R') source('dataprep.R') @@ -31,7 +40,7 @@ build_banner = function(){ children=list( htmlH6("Oil and gas ternary map"), htmlImg( - src="https://s3-us-west-1.amazonaws.com/plotly-tutorials/logo/new-branding/dash-logo-by-plotly-stripe.png" + src="assets/dash-logo.png" ) ) ))} @@ -58,7 +67,7 @@ generate_production_plot = function(processed_data){ 'formation' = unlist(processed_data[['formation']][x]))}) for (well_id in welllist) { - well_prod = df_prod[df_prod['RecordNumber'] == well_id$well_id,] + well_prod = df_prod[df_prod$RecordNumber %in% well_id$well_id,] new_trace = list( x=well_prod$Year, y=well_prod$VolumeMCF, @@ -105,7 +114,7 @@ generate_well_map = function(dff,selected_data,style){ lat = dff[dff$fm_name == formation,'nlat83'], lon = dff[dff$fm_name == formation,'wlon83'], mode = 'markers', - marker = list('color' = colormap, 'size' = 9), + marker = list('color' = colormap[[formation]], 'size' = 9), text= unlist(text_list), name = c(unlist(formation)), selectedpoints = selected_index, @@ -116,32 +125,27 @@ generate_well_map = function(dff,selected_data,style){ } layout = list( - annotations=list( - list( - x=1.1, - y=0.85, - align="right", - valign="top", - text="Formations", - showarrow=FALSE, - xref="paper", - yref="paper", - font=list(family="sans-serif", size=13, color="#000") - ) - ), clickmode="event+select", dragmode="lasso", - showlegend=FALSE, + showlegend=TRUE, autosize=TRUE, hovermode="closest", - margin=list(l=0, r=0, t=0, b=0), - mapbox=list( + margin= list(l=0, r=0, t=0, b=0), + mapbox = list( accesstoken=mapbox_access_token, bearing=0, - center=list(lat=37.497562, lon=-82.755728), + center= list(lat=37.497562, lon=-82.755728), pitch=0, zoom=8, style=style + ), + legend=list( + bgcolor="#1f2c56", + orientation="h", + font=list(color="white"), + x=0, + y=0, + yanchor="bottom" ) ) @@ -181,11 +185,11 @@ generate_ternary_map = function(dff, selected_data, contour_visible, marker_visi 'margin' = list(l=50, r=10, b=40, t=40, pad=5), 'ternary' = list('sum' = 100, 'aaxis' = list( 'title'= list('text'= 'Quartz', - 'font' = list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), + 'font' = list('family'= 'Open Sans', 'size'= 15, 'color'= "white")), 'min'= -2,'linewidth'= 1.5,'ticks'= 'outside'), 'baxis'= list('title'= list('text'= 'Carbonate', 'font'= list('family'= 'Open Sans', 'size'= 15, - 'color'= '#000')), 'min'= -2, 'linewidth'= 1.5,'ticks'= 'outside'), - 'caxis'= list('title'= list('text'= 'Clay', 'font'= list('family'= 'Open Sans', 'size'= 15, 'color'= '#000')), + 'color'= "white")), 'min'= -2, 'linewidth'= 1.5,'ticks'= 'outside'), + 'caxis'= list('title'= list('text'= 'Clay', 'font'= list('family'= 'Open Sans', 'size'= 15, 'color'= "white")), 'min'= -2, 'linewidth'= 1.5, 'ticks'= 'outside')), "margin" = list(l=60, r=0, t=0, b=0), "paper_bgcolor" = "#192444", @@ -267,49 +271,54 @@ generate_contour_text = function(a, b, c, name, text, visible){ generate_formation_bar = function(dff, selected_data){ formations = list(unique(dff['fm_name'])) + xform <- list(categoryorder = "array", + categoryarray = formations[[1]]$fm_name, + tickangle=-45, title="Formations") data = list() countt = list() color = list() + for (i in formations[[1]]$fm_name) { counttt = nrow(dff[dff$fm_name == i,]) countt = append(countt, counttt) - colorr =unname(colormap[i]) + colorr =unname(colormap[[i]]) color = append(color,colorr) } if(length(selected_data) > 0){ selected_points = list() + select = list() for (i in formations[[1]]$fm_name) { select_indices = selected_data[[i]] if(length(select_indices) > 0 && is.null(select_indices) == FALSE){ - selected_points = list(0) + select = list(which(names(selected_data) == i)) } - selected_points = append(selected_points, select_indices) + selected_points = append(selected_points, select) } new_trace = plot_ly( type = 'bar', - x = unlist(formations), - y = unlist(countt), + x = formations[[1]]$fm_name, + y = countt, name = i, hoverinfo = 'x+y', marker = list(color = c(unlist(color))), - selectedpoints = c(unlist(selected_points)) + selectedpoints = selected_points ) %>% layout(showlegend=FALSE, hovermode="closest", - xaxis=list(tickangle=-45, title="Formations"), + xaxis=xform, yaxis=list(title="Well Counts"), clickmode="event+select") } else{ new_trace = plot_ly( type = 'bar', - x = unlist(formations), + x = as.vector(as.character(formations[[1]]$fm_name)), y = unlist(countt), name = i, marker = list(color = c(unlist(color))), selectedpoints = NULL )%>% layout(showlegend=FALSE, hovermode="closest", - xaxis=list(tickangle=-45, title="Formations"), + xaxis=xform, yaxis=list(title="Well Counts"), clickmode="event+select") } @@ -322,11 +331,23 @@ generate_formation_bar = function(dff, selected_data){ get_selection = function(OurData,formation,selection_data,starting_index){ ind = list() current_curve = which(sapply(as.list(unique(OurData$fm_name)), - FUN=function(X) formation %in% X)) + FUN=function(X){formation %in% X})) for (point in selection_data[['points']]) { if(point[['curveNumber']] - starting_index == current_curve){ - ind = append(ind,point[['pointNumber']]) - } + ind = append(ind, point[['pointNumber']]) + } + } + return(ind) +} + +get_selectionFormation = function(OurData,formation,selection_data,starting_index){ + ind = list() + current_curve = which(sapply(as.list(unique(OurData$fm_name)), + FUN=function(X){formation %in% X})) -1 + for (point in selection_data[['points']]) { + if(point[['curveNumber']] - starting_index == current_curve){ + ind = append(ind, point[['pointNumber']]) + } } return(ind) } @@ -354,16 +375,17 @@ app$layout(htmlDiv( id="top-row-header", children=list( htmlDiv( - className="six columns", id="header-container", children=list( build_banner(), htmlP( id="instructions", - children="Select data points from the well map, ternary map or bar graph to visualize cross-filtering to - other plots. Selection could be done by clicking on individual data points or using the lasso tool - to capture multiple data points or bars. With the box tool from modebar, multiple regions can be selected by holding SHIFT - button while click-and-drag." + children="Select data points from the well map, ternary map or bar graph to + visualize cross-filtering to other plots. Selection could be done by + clicking on individual data points or using the lasso tool to capture + multiple data points or bars. With the box tool from modebar, multiple + regions can be selected by holding the SHIFT key while clicking and + dragging." ), build_graph_title("Select Operator"), dccDropdown( @@ -378,112 +400,121 @@ app$layout(htmlDiv( ) ) ) - ), - htmlDiv( - className="row", - id="top-row-graphs", - children=list( - # Well map - htmlDiv( - id="well-map-container", - className="six columns", - children=list( - build_graph_title("Well Map"), - dccRadioItems( - id="mapbox-view-selector", - options=list( - list("label"= "basic", "value"= "basic"), - list("label"= "satellite", "value"= "satellite"), - list("label"= "outdoors", "value"= "outdoors"), - list( - "label"= "satellite-street", - "value"= "mapbox=//styles/mapbox/satellite-streets-v9" - ) + ), + htmlDiv( + className="row", + id="top-row-graphs", + children=list( + # Well map + htmlDiv( + id="well-map-container", + children=list( + build_graph_title("Well Map"), + dccRadioItems( + id="mapbox-view-selector", + options=list( + list("label"= "basic", "value"= "basic"), + list("label"= "satellite", "value"= "satellite"), + list("label"= "outdoors", "value"= "outdoors"), + list( + "label"= "satellite-street", + "value"= "mapbox=//styles/mapbox/satellite-streets-v9" + ) + ), + value="basic" ), - value="basic" - ), - dccGraph( - id="well-map", - figure = list(), - config=list("scrollZoom"= TRUE, "displayModeBar"= TRUE) - ) - ) - ), - # Ternary map - htmlDiv( - id="ternary-map-container", - className="six columns", - children=list( - htmlDiv( - id="ternary-header", - children=list( - build_graph_title( - "Shale Mineralogy Composition" + dccGraph( + id="well-map", + figure=list( + "layout"= list( + "paper_bgcolor"= "#192444", + "plot_bgcolor"= "#192444" + ) ), - dccChecklist( - id="ternary-layer-select", - options=list( - list( - "label"= "Well Data", - "value"= "Well Data" - ), - list( - "label"= "Rock Type", - "value"= "Rock Type" - ) + config=list("scrollZoom"= TRUE, "displayModeBar"= TRUE) + ) + ) + ), + # Ternary map + htmlDiv( + id="ternary-map-container", + children=list( + htmlDiv( + id="ternary-header", + children=list( + build_graph_title( + "Shale Mineralogy Composition" ), - value=list("Well Data", "Rock Type") + dccChecklist( + id="ternary-layer-select", + options=list( + list( + "label"= "Well Data", + "value"= "Well Data" + ), + list( + "label"= "Rock Type", + "value"= "Rock Type" + ) + ), + value=list("Well Data", "Rock Type") + ) + ) + ), + dccGraph( + id="ternary-map", + figure=list( + "layout"= list( + "paper_bgcolor"= "#192444", + "plot_bgcolor"= "#192444" + ) + ), + config=list( + "scrollZoom"= TRUE, + "displayModeBar"= TRUE ) ) - ), - dccGraph( - id="ternary-map", - figure = list(), - config=list("scrollZoom"= TRUE, "displayModeBar"= TRUE) ) ) ) ) ) - ) - ), - htmlDiv( - className="row", - id="bottom-row", - children=list( - # Formation bar plots - htmlDiv( - id="form-bar-container", - className="six columns", - children=list( - build_graph_title("Well count by formations"), - dccGraph(id="form-by-bar") - ) - ), - htmlDiv( - # Selected well productions - id="well-production-container", - className="six columns", - children=list( - build_graph_title("Individual well annual production"), - dccGraph(id="production-fig", - figure = list()) - ) + ), + htmlDiv( + className="row", + id="bottom-row", + children=list( + # Formation bar plots + htmlDiv( + id="form-bar-container", + className="six columns", + children=list( + build_graph_title("Well count by formations"), + dccGraph(id="form-by-bar") + ) + ), + htmlDiv( + # Selected well productions + id="well-production-container", + className="six columns", + children=list( + build_graph_title("Individual well annual production"), + dccGraph(id="production-fig") ) ) ) + ) ) )) - app$callback(output = list(id = "form-by-bar", property = "figure"), params = list( input("well-map", "selectedData"), input("ternary-map", "selectedData"), input("operator-select", "value")), function(map_selected_data, tern_selected_data, op_select){ - dff = df[df$op == op_select,] + dff = df[df$op %in% op_select,] #browser() - formations = as.list(unique(dff$fm_name)) + formations = list(unique(dff['fm_name'])) ctx = app$callback_context() prop_id = "" prop_type = "" @@ -494,7 +525,7 @@ app$callback(output = list(id = "form-by-bar", property = "figure"), } processed_data = list() if(prop_id == 'well-map' & prop_type == 'selectedData'){ - for (formation in unlist(formations)) { + for (formation in formations[[1]]$fm_name) { if(length(map_selected_data) == 0){ processed_data[[formation]] = list(0) } else{ @@ -503,7 +534,7 @@ app$callback(output = list(id = "form-by-bar", property = "figure"), } } else if (prop_id == 'ternary-map' & prop_type == 'selectedData'){ - for (formation in unlist(formations)) { + for (formation in formations[[1]]$fm_name) { if (length(tern_selected_data) == 0){ processed_data[[formation]] = list(0) } @@ -531,7 +562,7 @@ app$callback(output = list(id = "ternary-map", property = "figure"), #browser() marker_visible = TRUE contour_visible = TRUE - dff = df[df$op == op_select,] + dff = df[df$op %in% op_select,] formations = list(unique(dff['fm_name'])) ctx = app$callback_context() prop_id = "" @@ -549,7 +580,7 @@ app$callback(output = list(id = "ternary-map", property = "figure"), if(length(map_selected_data) == 0){ processed_data[[formation]] = NULL } else{ - processed_data[[formation]] = get_selection(dff, formation, map_selected_data, 0) + processed_data[[formation]] = get_selectionFormation(dff, formation, map_selected_data, 0) } } } @@ -606,7 +637,7 @@ app$callback(output = list(id = "well-map", property = "figure"), input("mapbox-view-selector", "value")), function(tern_selected_data, bar_selected_data, bar_click_data, op_select, mapbox_view){ #browser() - dff = df[df$op == op_select,] + dff = df[df$op %in% op_select,] formations = list(unique(dff['fm_name'])) ctx = app$callback_context() prop_id = "" @@ -660,7 +691,7 @@ app$callback(output = list(id = "production-fig", property = "figure"), input("operator-select", "value")), function(map_select, tern_select, bar_select, op_select){ #browser() - dff = df[df$op == op_select,] + dff = df[df$op %in% op_select,] ctx = app$callback_context() prop_id = "" prop_type = "" @@ -678,9 +709,9 @@ app$callback(output = list(id = "production-fig", property = "figure"), if(length(map_select) > 0){ processed_data = list('well_id' = list(), 'formation' = list()) for (point in map_select[['points']]) { - processed_data[["well_id"]] = append(processed_data[["well_id"]], point$customdata) + processed_data[["well_id"]] = append(processed_data[["well_id"]], point[['customdata']]) processed_data[['formation']] = append(processed_data[['formation']], - list(dff[dff$RecordNumber == point$customdata, + list(dff[dff$RecordNumber %in% point[['customdata']], 'fm_name'])) } } else{ @@ -723,4 +754,8 @@ app$callback(output = list(id = "production-fig", property = "figure"), 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z-index is 1001 by default - * https://github.com/plotly/plotly.js/blob/7e4d8ab164258f6bd48be56589dacd9bdd7fded2/src/css/_modebar.scss#L5 - * In case a dropdown is above the graph, the dropdown's options - * will be rendered below the modebar - * Increase the select option's z-index - */ - -/* This was actually not quite right - - dropdowns were overlapping each other (edited October 26) - -.Select { - z-index: 1002; -}*/ /* Grid –––––––––––––––––––––––––––––––––––––––––––––––––– */ @@ -126,6 +111,7 @@ html is set to 62.5% so that all the REM measurements throughout Skeleton are based on 10px sizing. 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zGx`m%$9)9!9?C&}gmZcxr-%807HXQLSxzNhynAfL|1zP7vk7_AOeUHN-={J|GIRJXDG4qv60k9uP?diBhrG{{IEw(Gt-B diff --git a/apps/dashr-oil-and-gas-ternary/assets/oil-and-gas-ternary.css b/apps/dashr-oil-and-gas-ternary/assets/oil-and-gas-ternary.css index b6e2e83f1..9e40d40d8 100644 --- a/apps/dashr-oil-and-gas-ternary/assets/oil-and-gas-ternary.css +++ b/apps/dashr-oil-and-gas-ternary/assets/oil-and-gas-ternary.css @@ -18,8 +18,20 @@ background-color: #192444; padding: 0 5rem; display: flex; - flex-direction: row; - align-items: flex-end; + align-items: stretch; +} + +@media (min-width: 1400px) { + #top-row { + flex-direction: row; + } +} + +@media only screen and (max-width: 1400px) { + #top-row { + flex-direction: column; + justify-content: flex-start; + } } /* Top-row-header @@ -27,8 +39,6 @@ #top-row-header { background-color: #1f2c56; padding: 6rem 3rem 9rem 3rem; - max-width: 35rem; - min-height: 53rem; } .banner h6 { @@ -36,8 +46,7 @@ font-size: 4rem; font-weight: 800; text-transform: uppercase; - line-height: 4rem; - width: 35rem; + line-height: normal; color: white; } @@ -53,22 +62,17 @@ color: white; } - #instructions { + font-size: 1.5rem; font-style: italic; font-family: 'Open Sans', sans-serif; font-weight: 300; color: white; - width: 30rem; margin: 2rem 0 4rem 0; } -#operator-select { - width: 35rem; -} - -.Select-control, .Select-multi-value-wrapper, .Select-menu-outer div{ - background-color: #1f2c56 ; +.Select-control, .Select-multi-value-wrapper, .Select-menu-outer div { + background-color: #1f2c56; } .Select-control, .Select, .Select-value-label, .Select-clear-zone { @@ -105,32 +109,123 @@ background-color: #1f2c56 !important; } -/* Top-row-graphs -–––––––––––––––––––––––––––––––––––––––––––––––––– */ -#top-row-graphs{ - padding: 5rem 0; +#selected-rows .Select-multi-value-wrapper, #selected-columns .Select-multi-value-wrapper { + max-height: 20rem; } -#well-map-container{ - margin: 0 -2rem 0 4rem; +#operator-select .Select-control { + padding: 1rem; } -#well-map { - height: 50rem; - width: 60rem; +@media only screen and (max-width: 750px) { + #banner h6 { + font-size: 3rem; + } + + #instructions { + font-size: 1.25rem; + } + + .Select-value-label, .Select-menu-outer { + font-size: 1rem; + } + + .banner Img { + height: 3.5rem; + margin-bottom: 2rem; + } } -#ternary-map{ - height: 50rem; - width: 70rem; +@media only screen and (max-width: 550px) { + #banner h6 { + font-size: 3rem; + } + + #instructions { + font-size: 1.25rem; + } + + .Select-value-label, .Select-menu-outer { + font-size: 1rem; + } + + .banner Img { + height: 3rem; + margin-bottom: 2rem; + } } -#mapbox-view-selector, #ternary-layer-select{ - margin-bottom: 1rem; +@media only screen and (max-width: 375px) { + #banner h6 { + font-size: 2.5rem; + } + + #instructions { + font-size: 1.1rem; + } + + .Select-value-label, .Select-menu-outer { + font-size: 0.8rem; + } + + .banner Img { + height: 3rem; + margin-bottom: 2rem; + } + + #header-container .graph-title { + font-size: 1.25rem; + } + +} + +@media (min-width: 1401px) { + #top-row-header { + flex-grow: 1; + padding: 6rem 3rem 9rem 3rem; + } + + .banner h6 { + width: 35rem; + } + + #instructions { + width: 30rem; + } + + #operator-select { + width: 35rem; + } } -#ternary-header{ - margin-left: 5rem; +@media only screen and (max-width: 1400px) { + #top-row-header { + flex-grow: 1; + padding: 6rem 3rem 5rem 3rem; + } +} + + +/* Top-row-graphs +–––––––––––––––––––––––––––––––––––––––––––––––––– */ +#top-row-graphs { + display: flex; + flex-direction: row; + align-items: stretch; + flex-grow: 1; +} + +#well-map-container { + margin: 0 -2rem 0 4rem; + flex-grow: 1; +} + +#ternary-map-container { + flex-grow: 1; +} + +#mapbox-view-selector, #ternary-layer-select { + margin-bottom: 1rem; } /* hides the svg dom element that has the click handler responsible for toggling */ @@ -142,27 +237,286 @@ display: none; } -#mapbox-view-selector label, #ternary-layer-select label{ +#mapbox-view-selector label, #ternary-layer-select label { color: white; font-family: "Open Sans", sans-serif; font-weight: 300; display: inline-block; } +.graph-title { + font-size: 2rem; +} + +@media only screen and (max-width: 1000px) { + #top-row-graphs { + flex-direction: column; + } + + #well-map-container { + margin: 5rem 0 0 0; + } + + #ternary-header { + margin: 5rem 0 0 0; + } + + #ternary-map-container { + margin-bottom: 5rem; + } +} + +@media (min-width: 1001px) { + #well-map-container { + margin: 0 -2rem 0 4rem; + } + + #ternary-header { + margin: 0 0 0 5rem; + } +} + +@media (min-width: 1001px) and (max-width: 1400px) { + #top-row-graphs { + padding: 5rem 0; + flex-direction: row; + align-items: stretch; + } +} + +@media (min-width: 1401px) { + #top-row-graphs { + display: flex; + padding: 15rem 0 5rem 0; + flex-direction: row; + align-items: stretch; + } +} + +@media (min-width: 1551px) { + #ternary-map * { + font-size: 1rem; + } + + #top-row .legendtext { + font-size: 1.25rem !important; + } + + .atitle, .btitle, .ctitle { + font-size: 1.25rem !important; + } + + .ytick text, .xtick text { + font-size: 1.1rem !important; + } + +} + +@media (max-width: 1550px) { + #ternary-map * { + font-size: 0.85rem; + } + + #top-row .legendtext { + font-size: 1.25rem !important; + } + + .atitle, .btitle, .ctitle { + font-size: 1.25rem !important; + } + + .ytick text, .xtick text { + font-size: 1.1rem !important; + } + +} + +@media (max-width: 1400px) { + #ternary-map * { + font-size: 0.9rem; + } + + #top-row .legendtext { + font-size: 1.25rem !important; + } + + .atitle, .btitle, .ctitle { + font-size: 1.25rem !important; + } + + .ytick text, .xtick text { + font-size: 1.1rem !important; + } + +} + +@media (max-width: 1000px) { + #top-row { + padding: 0 4vw; + } + + #ternary-map { + margin-left: -6.5rem; + } + + #ternary-map * { + font-size: 1rem; + } + + #top-row .legendtext { + font-size: 1.25rem !important; + } + + .atitle, .btitle, .ctitle { + font-size: 1.25rem !important; + } + + .ytick text, .xtick text { + font-size: 1.1rem !important; + } +} + +@media (max-width: 750px) { + /*For some reason, at around 700px, a font-size is set to the ternary map text, so !important tag is needed to + override it*/ + #ternary-map * { + font-size: 1.1rem !important; + } + + #top-row .legendtext { + font-size: 1.25rem !important; + } + + .atitle, .btitle, .ctitle { + font-size: 1.25rem !important; + } + + .ytick text, .xtick text { + font-size: 1.1rem !important; + } + + .hovertext text{ + font-size: 1.1rem !important; + } +} + +@media (max-width: 550px) { + .graph-title { + font-size: 1.5rem; + } + + /*#mapbox-view-selector, #*/ + #ternary-map-container { + margin-bottom: 0; + } + + #ternary-header { + position: relative; + z-index: 3; + } + + #ternary-map { + position: relative; + margin: -3rem 0 0 -6.5rem; + z-index: 1; + } + + #ternary-map * { + font-size: 1.8vw !important; + } + + #top-row .legendtext { + font-size: 1.1rem !important; + } + + .atitle, .btitle, .ctitle { + font-size: 1.1rem !important; + } + + .ytick text, .xtick text { + font-size: 0.9rem !important; + } +} + +@media (max-width: 400px) { + #ternary-map * { + font-size: 2vw !important; + } + + #top-row { + position: relative; + z-index: 0; + } + + #bottom-row { + position: relative; + z-index: 1; + margin-top: -5rem; + } + + #ternary-map { + margin: -7rem 0 0 -6.5rem; + } + + .hovertext text{ + font-size: 0.9rem !important; + } +} + +@media (max-width: 350px) { + #well-map{ + height: 35rem; + } + #bottom-row { + margin-top: -8rem; + } + + #ternary-map { + margin: -9rem 0 0 -6.5rem; + } +} /* Bottom row –––––––––––––––––––––––––––––––––––––––––––––––––– */ -#bottom-row{ +#bottom-row { padding: 5rem; background-color: #f2f5fa; } -#bottom-row .graph-title{ +#bottom-row .graph-title { font-family: "Open Sans", sans-serif; font-weight: 800; - margin-bottom: 3rem; + margin-bottom: 2rem; } -.graph-title{ - font-size: 2rem; +@media (max-width: 1000px) { + #bottom-row { + display: flex; + flex-direction: column; + padding: 4rem 4vw; + } + + #form-bar-container, #well-production-container { + width: 100%; + margin: 0; + } + + #form-bar-container { + margin-bottom: 5rem; + } } + +@media (max-width: 550px) { + #bottom-row .xtitle, #bottom-row .ytitle { + font-size: 1.2rem !important + } +} + +@media (max-width: 550px) { + #bottom-row .xtitle, #bottom-row .ytitle { + font-size: 1rem !important + } + #bottom-row .legendtext{ + font-size: 0.8rem !important; + } +} \ No newline at end of file diff --git a/apps/dashr-oil-and-gas-ternary/constants.R b/apps/dashr-oil-and-gas-ternary/constants.R index e0661f8f7..514d00e39 100644 --- a/apps/dashr-oil-and-gas-ternary/constants.R +++ b/apps/dashr-oil-and-gas-ternary/constants.R @@ -4,8 +4,21 @@ ternary_color = list('#FFDF7F', '#FFDF7F', '#FFDF7F', '#FDFFE9', '#FDFFE9', '#FDFFE9', '#FDFFE9') # Colors for legend -colors = list('#001f3f', '#0074d9', '#3d9970', '#111111', '#01ff70', '#ffdc00', '#ff851B', '#ff4136', - '#85144b', '#f012be', '#b10dc9', '#AAAAAA', '#111111') +colors = list( + "#001f3f", + "#0074d9", + "#3d9970", + "#111111", + "#01ff70", + "#ffdc00", + "#ff851B", + "#ff4136", + "#85144b", + "#f012be", + "#b10dc9", + "#AAAAAA", + "#111111" +) # Ternary axis contour ternary_contour = list( diff --git a/apps/dashr-oil-and-gas-ternary/data/test_compositionR.csv b/apps/dashr-oil-and-gas-ternary/data/test_compositionR.csv index e6e075070..32e5bb86d 100644 --- a/apps/dashr-oil-and-gas-ternary/data/test_compositionR.csv +++ b/apps/dashr-oil-and-gas-ternary/data/test_compositionR.csv @@ -1,380 +1,380 @@ "","RecordNumber","API_Number","permit","nlat83","wlon83","elev","op","well","farm","cmpl","TD","tdfm","result","current_op","X","fm_name","Quartz","Carbonate","Clay" -"1",8670,16071000120000," 42331",37.463718,-82.780373,1268,"KEPCO, INC","KL363","MOORE, H L","12-May-81",3778,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",82,48,87 -"2",8671,16071000100000," 41800",37.456729,-82.800344,1008,"KEPCO, INC","KL315","MARTIN, HELEN","04-Aug-81",2906,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",63,9,11 -"3",8672,16071000080000," 41579",37.447254,-82.774933,1350,"KEPCO, INC","KL309","MARTIN, SPENCER","14-Apr-81",3293,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",18,80,91 -"4",8674,16071000220000," 44113",37.44126,-82.764946,1404,"KEPCO, INC","KL394","WALLEN, ELIJAH","23-Jul-81",3378,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",75,73,67 -"5",8675,16071000110000," 42330",37.433296,-82.828912,1209,"KEPCO, INC","KL362","MARTIN, M F","03-Mar-82",3069,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",44,9,39 -"6",8677,16071000150000," 43270",37.553845,-82.715804,1034,"KEPCO, INC","KF379","DINGUS, PHILLIP","31-Dec-81",3022,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",64,6,9 -"7",8724,16071000170000," 43874",37.735256,-82.794899,655,"KEPCO, INC","KL390","BURCHETT, ROBERT L","04-Feb-82",2058,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",92,40,15 -"8",11192,16115000010000," 27515",37.751236,-82.792287,703,"KENTUCKY WEST VIRGINIA GAS CO","1575","WELLS, J K","19-Mar-74",2032,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",69,68,14 -"9",11257,16119000450000," 53422",37.331027,-83.021711,1101,"ASHLAND EXPLORATION, INC","13","EASTERN KENTUCKY REALTY CO","25-Jan-83",2911,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",32,96,27 -"10",11260,1.6119004e+13," 37271",37.41241,-83.087809,1237,"KEPCO, INC","1738","GOODLOE BROTHERS CO","04-Aug-80",2962,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",24,66,93 -"11",11264,16119002640000," 38853",37.404326,-83.055508,1541,"INLAND GAS CO, INC","596","EVANS OIL & GAS TRUST","17-Nov-80",3227,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",12,68,51 -"12",11265,16119002650000," 38854",37.41241,-83.050602,1342,"INLAND GAS CO, INC","597","EVANS OIL & GAS TRUST","28-Dec-80",3009,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",22,50,59 -"13",11298,16119000200000," 41935",37.393958,-82.90327,1493,"KEPCO, INC","KF319","HICKS, ISAAC","28-Aug-81",3326,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",14,77,62 -"14",11300,16119000180000," 41850",37.412372,-82.78287,926,"KEPCO, INC","KL327","OSBORNE, SHERWOOD","10-Aug-81",2864,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",34,53,100 -"15",11304,16119004760000," 39213",37.436972,-83.09166,1234,"KENTUCKY WEST VIRGINIA GAS CO","1737","GOODLOE BROTHERS CO, INC","17-Jan-81",2891,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",85,5,47 -"16",11305,16119000060000," 36969",37.417491,-83.092597,1175,"KENTUCKY WEST VIRGINIA GAS CO","1732","GOODLOE BROTHERS CO, INC","29-Jul-80",2882,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",27,5,50 -"17",11316,16119004700000," 37544",37.435489,-83.048856,1175,"KENTUCKY WEST VIRGINIA GAS CO","1741","ARIO CORP","06-Oct-80",2825,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",19,96,97 -"18",11318,16119002670000," 39456",37.448998,-83.03212,1007,"INLAND GAS CO, INC","600","EVANS OIL & GAS TRUST","01-Feb-81",2603,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",20,24,41 -"19",11320,16119002660000," 39455",37.446554,-83.015178,1019,"INLAND GAS CO, INC","599","EVANS OIL & GAS TRUST","17-Jan-81",2570,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",70,52,26 -"20",11322,16119000170000," 41527",37.42411,-83.03107,1365,"KEPCO, INC","KL307","ARIO CORP","22-Feb-81",3042,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",82,97,95 -"21",11326,16119000140000," 41399",37.421061,-83.037724,1226,"KEPCO, INC","KL60","ARIO CORP","14-Mar-81",2900,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,61,86 -"22",11327,16119000150000," 41466",37.427841,-83.037913,1190,"KEPCO, INC","KL61","ARIO CORP","07-Mar-81",2837,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",7,9,50 -"23",11328,16119004910000," 37124",37.418068,-83.043519,1224,"KENTUCKY WEST VIRGINIA GAS CO","1734","COMBS, PAUL C","17-Sep-80",2926,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",95,85,75 -"24",11332,16119003980000," 39252",37.423601,-83.058981,1280,"KENTUCKY WEST VIRGINIA GAS CO","1719","ARIO CORP","26-Aug-80",2976,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",93,78,79 -"25",11631,16127005190000," 136",38.001052,-82.754739,915,"KENTUCKY WEST VIRGINIA GAS CO","1138","MOORE, CLIFTON","22-Sep-60",2772,"355BGSX","GAS","GAS ACQUISITION CORP",0,"Big Six Sd",93,51,78 -"26",12402,16133005200000," 34605",37.145331,-82.974557,1376,"KENTUCKY WEST VIRGINIA GAS CO","1709","COLLINS, ROBERT JR","21-Sep-79",3738,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",43,98,4 -"27",16124,16193000310000," 44533",37.196798,-83.245092,1245,"KEPCO, INC","KL391","BAKER, JOHN ET AL","29-Sep-81",3257,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",94,98,48 -"28",16189,16195000840000," 50216",37.384075,-82.622449,1722,"ASHLAND EXPLORATION, INC","78R","COLONY COAL & COKE CO","27-Oct-82",4070,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",43,80,33 -"29",16193,16195000780000," 49757",37.376962,-82.613363,1257,"ASHLAND EXPLORATION, INC","77","COLONY COAL & COKE CO","19-Jul-82",3652,"341OLNG","GAS","BLAZER ENERGY CORP",0,"Olentangy Mbr, Ohio Sh",89,32,43 -"30",16196,16195000740000," 49364",37.349224,-82.622218,1563,"ASHLAND EXPLORATION, INC","79R","COLONY COAL & COKE CO","30-Jul-82",4156,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",13,23,71 -"31",16200,16195000860000," 50707",37.407347,-82.417872,1226,"ASHLAND EXPLORATION, INC","6","FORD, JOHN HEIRS","17-Oct-82",4447,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",27,84,90 -"32",16208,16195000480000," 44203",37.409801,-82.411055,1137,"ASHLAND EXPLORATION, INC","5","FORD, JOHN HEIRS","18-Nov-81",4384,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",5,73,13 -"33",16209,16195000850000," 50706",37.398045,-82.414161,1041,"ASHLAND EXPLORATION, INC","7","FORD, JOHN HEIRS","26-Aug-82",4060,"341OHIO","GAS","BLAZER ENERGY CORP",0,"Ohio Sh",21,33,8 -"34",16210,16195000710000," 48388",37.397803,-82.399983,1258,"ASHLAND EXPLORATION, INC","3","FORD, CHARLES HEIRS ET AL","10-Jun-82",4589,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",1,98,98 -"35",16215,16195000730000," 48846",37.387453,-82.314602,1147,"ASHLAND EXPLORATION, INC","72","COLONY COAL & COKE CO","22-May-82",4805,"341OHIO","GAS","BLAZER ENERGY CORP",0,"Ohio Sh",76,18,52 -"36",16216,16195000720000," 48660",37.3701,-82.322173,1981,"ASHLAND EXPLORATION, INC","66","REPUBLIC STEEL CORP","07-Jul-82",5662,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",45,19,52 -"37",16217,16195000660000," 47750",37.366804,-82.317871,1353,"ASHLAND EXPLORATION, INC","67","REPUBLIC STEEL CORP","07-Apr-82",4731,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",15,37,66 -"38",16218,16195001010000," 53652",37.361116,-82.317633,1750,"ASHLAND EXPLORATION, INC","68","REPUBLIC STEEL CORP","25-Feb-83",5415,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,43,38 -"39",16218,16195001010000," 53652",37.361116,-82.317633,1750,"ASHLAND EXPLORATION, INC","68","REPUBLIC STEEL CORP","20-Jul-00",5380,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",1,"Olentangy Mbr, Ohio Sh",55,84,58 -"40",16222,16195000700000," 47998",37.494058,-82.596774,990,"ASHLAND EXPLORATION, INC","13","JAMES HATCHER LAND CO, INC","26-Apr-82",3275,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",0,"Olentangy Mbr, Ohio Sh",49,27,72 -"41",16223,16195000690000," 47956",37.491672,-82.548841,1012,"ASHLAND EXPLORATION, INC","5","CASSADY, J W & VICTORIA","06-May-82",3442,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",0,"Olentangy Mbr, Ohio Sh",62,85,37 -"42",16224,16195000910000," 51878",37.492448,-82.567976,970,"ASHLAND EXPLORATION, INC","14","JAMES HATCHER LAND CO, INC","03-Nov-82",3529,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",83,78,65 -"43",16225,16195000650000," 47626",37.483227,-82.580108,973,"ASHLAND EXPLORATION, INC","12","JAMES HATCHER LAND CO, INC","17-Apr-82",3508,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",78,100,28 -"44",16236,16195000610000," 46352",37.446677,-82.373348,1007,"ASHLAND EXPLORATION, INC","15","MASON COAL & COKE CO","08-Mar-82",4052,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",54,57,89 -"45",16271,16195000570000," 45530",37.528912,-82.551276,852,"ASHLAND EXPLORATION, INC","9","WEDDINGTON, BALLARD & JOHN HEIRS","27-Jan-82",3268,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",75,58,31 -"46",16272,16195000600000," 46178",37.50401,-82.561978,875,"ASHLAND EXPLORATION, INC","9","JAMES HATCHER LAND CO, INC","19-Feb-82",3292,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",62,66,61 -"47",16274,16195000640000," 47544",37.508651,-82.576611,1223,"ASHLAND EXPLORATION, INC","4","KENTUCKY WEST VIRGINIA GAS CO","09-Aug-82",3768,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",56,99,89 -"48",22683,16071000090000," 41639",37.436492,-82.757577,1068,"KEPCO, INC","KL310","TURNER, ADAM","04-Apr-82",3054,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",6,28,55 -"49",23294,16119000080000," 40385",37.363371,-82.971139,1396,"KENTUCKY WEST VIRGINIA GAS CO","7349","CALHOUN, JOHN","31-Dec-80",3210,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",33,7,70 -"51",23461,16133002840000," 37644",37.150458,-82.740761,1570,"KENTUCKY WEST VIRGINIA GAS CO","1745","ELKHORN COAL CO, INC","18-Nov-80",4329,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",24,57,34 -"52",27166,16071000130000," 42637",37.44068,-82.824106,1280,"KEPCO, INC","KF359","MARTIN, D D","22-Feb-82",3157,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",43,82,38 -"53",28546,16193000340000," 47052",37.19474,-83.115527,1478,"KEPCO, INC","KL429","BRASHEAR, FELIX","12-Feb-83",3644,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",47,33,45 -"54",31254,16119000630000," 61545",37.351305,-83.006423,1637,"ASHLAND EXPLORATION, INC","1","EASTERN KY REALTY-COMBS UNIT","14-Jan-85",3397,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",56,57,58 -"55",31456,16133001400000," 29793",37.137493,-83.023138,1193,"KENTUCKY WEST VIRGINIA GAS CO","1618","CAMPBELL, LAURA","12-Feb-76",3571,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",25,48,23 -"56",31476,16133000830000," 24373",37.120538,-83.034591,1267,"KENTUCKY WEST VIRGINIA GAS CO","1477","CAMPBELL, LESS ET UX","02-Jun-71",3671,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",57,72,86 -"57",31496,16133001310000," 28011",37.10696,-83.032225,1223,"KENTUCKY WEST VIRGINIA GAS CO","1407","REYNOLDS, ELIHU ET AL","21-Aug-74",3653,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",85,67,73 -"58",31499,16133001480000," 32658",37.103406,-83.013495,1388,"KENTUCKY WEST VIRGINIA GAS CO","1662","CAMPBELL, MELDIE","07-Mar-78",3852,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",8,19,8 -"59",31540,16133003660000," 26426",37.119139,-82.966409,1020,"KENTUCKY WEST VIRGINIA GAS CO","7180","ISON, MOSES","28-Feb-73",3519,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",96,87,58 -"60",31543,16133003670000," 26558",37.122186,-82.97298,1018,"KENTUCKY WEST VIRGINIA GAS CO","7189","ISON, MOSES","16-May-73",3500,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",42,66,51 -"61",31559,16133001220000," 27207",37.116075,-82.973408,1350,"KENTUCKY WEST VIRGINIA GAS CO","7215","ISON, MOSES","13-Feb-74",3882,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",9,60,69 -"62",31573,16133000980000," 25518",37.162264,-82.705026,1458,"KENTUCKY WEST VIRGINIA GAS CO","7158","MINERAL FUEL CO","11-Oct-72",4120,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",42,16,84 -"63",31649,16133001360000," 29206",37.176565,-82.890354,1396,"KENTUCKY WEST VIRGINIA GAS CO","1555","KYCOGA LAND CO","29-Oct-75",3770,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",9,11,88 -"64",31744,16133002710000," 965E9",37.25853,-82.75778,1523,"UNITED FUEL GAS CO","8923","COLLINS HARVIE LAND CO","19-May-60",3800,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",68,75,62 -"65",33069,16119000660000," 61818",37.482345,-82.96615,1594,"ASHLAND EXPLORATION, INC","51","EVANS, E J","26-May-84",3160,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",18,59,17 -"66",36443,16115003190000," 16060",37.779626,-82.882295,789,"KENTUCKY WEST VIRGINIA GAS CO","1301","BLAIR, ANDY","28-May-66",2473,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",67,43,66 -"67",37666,16127005090000," 808E8",38.004943,-82.753297,851,"KENTUCKY WEST VIRGINIA GAS CO","1105","MOORE, FOREST","19-Mar-59",3240,"357RHLL","GAS","GAS ACQUISITION CORP",0,"Rose Hill",71,28,44 -"69",37673,16127005150000," 773E9",38.015521,-82.762385,893,"KENTUCKY WEST VIRGINIA GAS CO","1122","MOORE, MILTON","20-Jan-60",1888,"341OHIO","GAS","GAS ACQUISITION CORP",0,"Ohio Sh",100,79,39 -"70",39069,NA," 4254EF",37.488107,-82.28716,1317,"UNITED FUEL GAS CO","6147","DOTSON, FRANK ET AL","12-Mar-48",4550,"341OHIO","GAS","",0,"Ohio Sh",33,92,41 -"71",39086,16195018640000," 829E8",37.492003,-82.258948,1617,"UNITED FUEL GAS CO","8541","BALL, WILLIE","18-May-59",4915,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",93,17,88 -"72",39113,16195018950000," 556E8",37.393789,-82.343155,1000,"UNITED FUEL GAS CO","8663","KENTLAND COAL & COKE CO","20-Dec-58",4260,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",49,3,8 -"73",39122,16195018890000," 181E8",37.413202,-82.328897,1095,"UNITED FUEL GAS CO","8632","ROWE, G C","30-Oct-58",4324,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",24,12,36 -"74",39137,16195012860000," 429E9",37.41842,-82.30999,871,"KENTUCKY WEST VIRGINIA GAS CO","6490","ABSHIRE, A J","07-Dec-59",4129,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",46,82,54 -"75",39143,16195019180000," 94E9",37.433302,-82.269629,1010,"UNITED FUEL GAS CO","8755","HUNT, DEWEY ET AL","13-Jul-59",4376,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",98,11,3 -"76",39180,16195018090000," 2517EF",37.425781,-82.34022,943,"UNITED FUEL GAS CO","8325","ROWE, G C","18-Aug-55",4136,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",58,21,22 -"77",39192,16195018280000," 4096E",37.474323,-82.342287,1415,"UNITED FUEL GAS CO","6141","LAYNE, VICTOR ET AL","27-Aug-49",4425,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",62,67,8 -"78",39195,16195018400000," 87EF",37.469825,-82.330404,1482,"UNITED FUEL GAS CO","6498","JUSTICE, T H","18-Oct-49",4564,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",22,63,56 -"79",39216,16195018650000," 5128EF",37.51128,-82.175779,1165,"UNITED FUEL GAS CO","79","KENTLAND COAL & COKE CO","02-Feb-59",4556,"341OHIO","GAS","COLONIAL COAL CO, INC",0,"Ohio Sh",26,88,51 -"80",39257,16195018500000," 3689EF",37.588656,-82.148129,981,"UNITED FUEL GAS CO","8411","HATFIELD, MATTHEW","05-Sep-57",4090,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",26,1,78 -"81",39334,16195020990000," 338E9",37.512243,-82.071514,1141,"UNITED FUEL GAS CO","8823","WOLFORD, GREEN","23-Oct-59",4490,"341OHIO","GAS","COLUMBIA GAS TRANS CORP",0,"Ohio Sh",68,73,77 -"82",39366,16195018720000," 105E8",37.651156,-82.354619,1049,"UNITED FUEL GAS CO","8580","STEPP, T B","03-Sep-58",3749,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",9,82,44 -"83",39377,16195017470000," 379E9",37.69849,-82.344816,1224,"UNITED FUEL GAS CO","8778","LOWE, ESTHER ET AL","17-Oct-59",3858,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",9,94,3 -"84",39408,NA," 2165E8",37.651062,-82.336824,979,"UNITED FUEL GAS CO","8287","WILLIAMSON, B F","24-Apr-56",3674,"341OHIO","GAS","",0,"Ohio Sh",34,17,73 -"85",39435,16195019030000," 557E8",37.726842,-82.332334,863,"UNITED FUEL GAS CO","8685","TROUT, THOMAS","01-Nov-58",3447,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",72,74,53 -"86",39450,16195017370000," 490E9",37.656591,-82.373402,688,"UNITED FUEL GAS CO","8866","BEVINS, M L","13-Nov-59",3350,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",64,14,73 -"87",39455,16195017380000," 606E9",37.641673,-82.35211,977,"UNITED FUEL GAS CO","8875","MAYNARD, MILLARD","26-Dec-59",3686,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",60,32,52 -"88",39470,NA," 2137EF",37.651474,-82.327499,1140,"UNITED FUEL GAS CO","8288","WILLIAMSON, B F","27-Aug-54",3824,"341OHIO","GAS","",0,"Ohio Sh",79,12,42 -"89",39494,16195017900000," 2103EF",37.637406,-82.444286,1272,"UNITED FUEL GAS CO","8227","FEDERAL GAS, OIL & COAL CO","25-Oct-54",3878,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,16,65 -"90",39496,16195017830000," 1771EF",37.652472,-82.435406,915,"UNITED FUEL GAS CO","8167","BEVINS, V E (TRUSTEE)","04-Apr-54",3467,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",88,71,99 -"91",39522,16195007120000," 32733",37.650824,-82.428325,1128,"COLUMBIA GAS TRANSMISSION CORP","8278","BEVINS, V E","20-Jul-78",4062,"344CORN","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Corniferous",32,63,83 -"92",39527,16195018450000," 3150EF",37.663059,-82.407811,887,"UNITED FUEL GAS CO","8404","FEDERAL GAS, OIL & COAL CO","26-May-56",3500,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",14,22,69 -"93",39530,16195019490000," 882EF",37.672022,-82.477114,1100,"UNITED FUEL GAS CO","6885","WEDDINGTON, BALLARD","18-Jan-52",3442,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",61,78,6 -"94",39531,16195007780000," 702",37.653845,-82.382988,1031,"UNITED FUEL GAS CO","8969","BEVINS, CORA B","29-Dec-60",3714,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",57,90,79 -"95",39550,16195019250000," 548EF",37.627841,-82.413214,1203,"UNITED FUEL GAS CO","6646","BEVINS, J MONT","31-Mar-51",3880,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",100,71,75 -"96",39608,NA,"",37.666627,-82.535797,950,"WARFIELD NATURAL GAS CO","5246","TAYLOR, JOE ET AL","09-Nov-43",3125,"341OHIO","GAS","",0,"Ohio Sh",29,67,57 -"97",39632,16195033490000," N21127",37.664842,-82.546938,920,"WARFIELD NATURAL GAS CO","5495","MCCOY, GEMIMA ET AL","12-Nov-44",3113,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",55,65,85 -"98",39678,16195017960000," 2034EF",37.649274,-82.539422,760,"UNITED FUEL GAS CO","8252","THOMPSON, E C","03-Jul-54",2976,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",8,12,91 -"99",39777,16195010050000," 33136",37.555045,-82.374467,1170,"KENTUCKY WEST VIRGINIA GAS CO","1682","WILLIAMS, ROBERT","10-Apr-79",3997,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",96,73,30 -"100",39937,NA,"",37.509252,-82.31615,1520,"UNITED FUEL GAS CO","5379","PHILLIPS, JOHN F","08-Dec-49",4518,"341OHIO","GAS","",0,"Ohio Sh",87,29,9 -"101",39943,16195019390000," 687EF",37.506694,-82.330786,1466,"UNITED FUEL GAS CO","6746","PHILLIPS, JOHN F","15-Dec-51",4427,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",87,27,81 -"102",40047,16195011180000," 33790",37.559664,-82.381091,1300,"KENTUCKY WEST VIRGINIA GAS CO","1691","WILLIAMS, ROBERT","29-Feb-80",4099,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",73,24,53 -"103",40072,NA," 4073EF",37.553076,-82.460898,786,"UNITED FUEL GAS CO","5852","LOWE, IRVIN ET AL","01-Sep-47",3359,"341OHIO","GAS","",0,"Ohio Sh",100,16,12 -"104",40085,16195009500000," 27768",37.553845,-82.384109,1021,"KENTUCKY WEST VIRGINIA GAS CO","1585","WILLIAMS, ROBERT","13-May-74",3860,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",91,72,84 -"105",40201,16195019480000," 948EF",37.574731,-82.477857,724,"UNITED FUEL GAS CO","6882","HOWARD, SIDNEY ET AL","31-Jul-52",3218,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",23,92,81 -"106",40221,16195017600000," 79E9",37.481411,-82.084712,1338,"UNITED FUEL GAS CO","8798","LITZ,GEORGE W","14-Sep-59",4884,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",76,100,13 -"107",40287,NA,"",37.527391,-82.541654,665,"WARFIELD NATURAL GAS CO","4203","HATFIELD, E M","07-Jun-30",3095,"341OHIO","GAS","",0,"Ohio Sh",80,7,29 -"108",40288,16195017890000," 2004EF",37.529863,-82.535965,1036,"UNITED FUEL GAS CO","8201","WILLIAMSON, I","30-Jun-54",3306,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",21,54,29 -"109",40572,NA,"",37.466631,-82.433032,1286,"UNITED FUEL GAS CO","4512","MORRIS, K B","13-Mar-52",3347,"341OHIO","GAS","",0,"Ohio Sh",71,85,32 -"111",40616,NA,"",37.421095,-82.491782,700,"WARFIELD NATURAL GAS CO","5465","RATLIFF, R H HEIRS","10-Oct-45",3436,"341OHIO","GAS","",0,"Ohio Sh",15,57,92 -"112",40625,NA,"",37.423258,-82.476446,1025,"UNITED FUEL GAS CO","4987","FIDLER, MATTIE ET AL","21-Apr-41",3676,"341OHIO","GAS","",0,"Ohio Sh",66,33,74 -"113",40628,NA,"",37.418829,-82.457102,750,"WARFIELD NATURAL GAS CO","5083","JOHNSON, R S ET AL","13-May-42",3570,"341OHIO","GAS","",0,"Ohio Sh",6,46,23 -"114",40646,NA,"",37.393409,-82.442084,1150,"WARFIELD NATURAL GAS CO","5038","COX, DAVID","24-Nov-41",3878,"341OHIO","GAS","",0,"Ohio Sh",47,22,4 -"115",40680,16195020050000," N7334",37.381068,-82.446215,950,"WARFIELD NATURAL GAS CO","4898","LONG, A C ET AL","16-Feb-41",3859,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",78,19,54 -"116",40708,16195017820000," 1581EF",37.48505,-82.378422,1346,"UNITED FUEL GAS CO","8120","LAYNE, C F","12-Apr-54",4251,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",40,15,53 -"117",40712,16195009590000," 31136",37.482537,-82.429198,971,"KENTUCKY WEST VIRGINIA GAS CO","1641","WHITIS, BEE","25-Feb-77",3760,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",43,21,70 -"118",40954,NA,"",37.440301,-82.541301,717,"UNITED FUEL GAS CO","5780","ROWE, G C","03-Jun-47",3109,"341OHIO","GAS","",0,"Ohio Sh",56,58,14 -"119",40956,16195018390000," 210EF",37.450238,-82.516368,951,"UNITED FUEL GAS CO","6491","YORK, W C ET AL","25-Aug-50",3439,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",85,24,100 -"120",40958,NA," 4120EF",37.456042,-82.505512,1109,"UNITED FUEL GAS CO","6183","CREEKMORE, TOT RUTH","28-May-48",3624,"341OHIO","GAS","",0,"Ohio Sh",90,29,56 -"121",41217,16195010100000," 34845",37.260183,-82.481147,1391,"KENTUCKY WEST VIRGINIA GAS CO","1712","BLAIR FORK COAL CO","15-Nov-79",4555,"341OHIO","GAS","QUALITY NATURAL GAS, LLC",0,"Ohio Sh",81,29,12 -"122",41503,NA," 27042",37.327978,-82.546217,1154,"KENTUCKY WEST VIRGINIA GAS CO","5960","ROBERTS, JESSE","07-Jun-74",3780,"341OHIO","GAS","",0,"Ohio Sh",75,23,14 -"123",45437,NA,"",37.424265,-82.721366,1225,"WARFIELD NATURAL GAS CO","5105","ELKHORN COAL CORP","10-Aug-42",3109,"341OHIO","GAS","",0,"Ohio Sh",15,18,50 -"124",45914,16119000740000," 65211",37.493341,-82.977604,1076,"ASHLAND EXPLORATION, INC","54","EVANS, E J","29-Nov-84",2607,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,79,20 -"125",47015,16119018970000," 31538",37.402293,-83.104366,1432,"INLAND GAS CO, INC","563","SCHMIDT, HENRY J","13-Mar-77",3495,"357RHLL","GAS","",0,"Rose Hill",9,87,98 -"126",47016,16119002920000," 31540",37.434844,-83.120197,1385,"INLAND GAS CO, INC","570","SCHMIDT, HENRY J","10-Mar-77",3317,"357CLNTS","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Clinton Sd",16,13,27 -"127",47018,16119002940000," 31876",37.433471,-83.102583,944,"INLAND GAS CO, INC","572","SCHMIDT, HENRY J","25-Jun-77",2551,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",54,87,77 -"128",47021,16119002630000," 36386",37.409347,-83.059878,1512,"INLAND GAS CO, INC","595","EVANS OIL & GAS TRUST","24-Jan-80",3182,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",46,76,27 -"129",47022,16119002590000," 32192",37.46138,-83.044488,964,"INLAND GAS CO, INC","581","EVANS OIL & GAS TRUST","09-Jun-77",2519,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",75,75,61 -"130",47023,16119006670000," 33609",37.45147,-83.025902,1008,"INLAND GAS CO, INC","594","COMPTON, WILLIAM","31-Aug-78",2598,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,55,3 -"131",47025,16119003950000," 34543",37.430244,-83.089704,1117,"KENTUCKY WEST VIRGINIA GAS CO","1708","GOODLOE BROTHERS CO, INC","24-May-79",2794,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",72,50,5 -"132",47026,16119003940000," 34542",37.425891,-83.097211,1120,"KENTUCKY WEST VIRGINIA GAS CO","1707","GOODLOE BROTHERS CO, INC","01-Jun-79",2806,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",43,69,56 -"133",47028,16119003880000," 32887",37.421912,-83.103162,1082,"KENTUCKY WEST VIRGINIA GAS CO","1672","KYCOGA LAND CO","14-Apr-78",2756,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",6,9,90 -"134",47205,16119003960000," 34759",37.416213,-83.051266,1552,"KENTUCKY WEST VIRGINIA GAS CO","1713","ARIO CORP","19-Jun-79",3225,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,14,70 -"135",47208,16119003920000," 34395",37.429172,-83.062597,1020,"KENTUCKY WEST VIRGINIA GAS CO","1703","ARIO CORP","17-May-79",2713,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",85,39,10 -"136",47209,16119003900000," 33175",37.423945,-83.078857,980,"KENTUCKY WEST VIRGINIA GAS CO","1684","ARIO CORP","16-Nov-78",2682,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",8,71,22 -"137",47210,16119011010000," 33325",37.417491,-83.079632,1173,"KENTUCKY WEST VIRGINIA GAS CO","1685","ARIO CORP","09-Nov-78",2836,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",20,73,68 -"138",47211,16119003910000," 34397",37.426632,-83.070861,998,"KENTUCKY WEST VIRGINIA GAS CO","1701","ARIO CORP","10-May-79",2704,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",8,21,18 -"139",47220,16119003460000," 26507",37.405493,-83.087292,1142,"KENTUCKY WEST VIRGINIA GAS CO","1551","GOODLOE BROTHERS CO, INC","28-Apr-73",2892,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",74,84,83 -"140",47221,16119013640000," 31319",37.403914,-83.099311,1421,"KENTUCKY WEST VIRGINIA GAS CO","1646","GOODLOE BROTHERS CO, INC","01-Jul-77",3140,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",1,63,89 -"141",47222,16119003490000," 32076",37.411407,-83.095502,1186,"KENTUCKY WEST VIRGINIA GAS CO","1651","GOODLOE BROTHERS CO, INC","21-Oct-77",2909,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",56,55,47 -"142",47224,16119011780000," 32542",37.416282,-83.099857,1079,"KENTUCKY WEST VIRGINIA GAS CO","1660","GOODLOE BROTHERS CO, INC","03-Jan-78",2787,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",34,36,78 -"143",47227,16119003480000," 31471",37.393752,-83.025159,1262,"KENTUCKY WEST VIRGINIA GAS CO","1648","CARTER, GRACE ET AL","18-May-77",2968,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",79,27,6 -"144",47228,16119013610000," 32075",37.40147,-83.021373,1212,"KENTUCKY WEST VIRGINIA GAS CO","1650","CARTER, GRACE ET AL","27-Jul-77",2888,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",14,31,85 -"145",47229,16119003670000," 31137",37.389472,-83.017896,1263,"KENTUCKY WEST VIRGINIA GAS CO","1642","CARTER, GRACE ET AL","15-Feb-77",2959,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",99,68,94 -"146",47230,16119003570000," 29034",37.387453,-83.110643,1220,"KENTUCKY WEST VIRGINIA GAS CO","1609","TURNER, CICLEY ET AL","15-Oct-75",2945,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",2,32,15 -"147",47231,16119003600000," 29653",37.392955,-83.116386,1118,"KENTUCKY WEST VIRGINIA GAS CO","1617","TURNER, CICLEY ET AL","20-Oct-75",2860,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",55,95,32 -"148",47233,16119003930000," 34396",37.395441,-83.014257,1207,"KENTUCKY WEST VIRGINIA GAS CO","1704","DOBSON, DORA","12-Jun-79",2937,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",2,53,98 -"149",47235,16119003990000," 36496",37.387934,-83.038066,1309,"KENTUCKY WEST VIRGINIA GAS CO","1725","COMBS, DORIS B","16-Jul-80",3023,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",48,30,54 -"150",47547,NA,"",37.320335,-83.002292,1370,"WARFIELD NATURAL GAS CO","4746","HARLAND, JOE","20-Aug-37",3089,"341OHIO","GAS","",0,"Ohio Sh",26,81,16 -"151",47549,16119007970000," N7333",37.325369,-83.004127,1225,"WARFIELD NATURAL GAS CO","4745","TIGNOR, JOE","10-Aug-37",2932,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",7,96,92 -"152",49629,16127005240000," 2438",37.995744,-82.752342,900,"KENTUCKY WEST VIRGINIA GAS CO","1157","BALL, MARY","30-Jun-61",2844,"357CLNT","GAS","GAS ACQUISITION CORP",0,"Clinton Sh",51,91,35 -"153",50553,NA,"",37.326605,-82.918386,1565,"WARFIELD NATURAL GAS CO","4398","ALLEN, C E","14-Jul-34",3393,"341OHIO","GAS","",0,"Ohio Sh",52,75,22 -"154",50771,NA,"",37.325781,-82.93832,1350,"WARFIELD NATURAL GAS CO","5111","JONES, H B","07-Oct-42",3131,"341OHIO","GAS","",0,"Ohio Sh",86,8,82 -"155",50775,NA,"",37.317079,-82.962368,1055,"WARFIELD NATURAL GAS CO","4837","CLARK, GEORGE","18-Jun-39",2836,"341OHIO","GAS","",0,"Ohio Sh",51,14,96 -"156",50969,NA," 8849",38.02537,-82.715538,820,"KENTUCKY WEST VIRGINIA GAS CO","1231","MCBRAYER, CHARLES","15-Sep-63",2844,"357CLNT","GAS","",0,"Clinton Sh",22,70,91 -"157",50972,16127005250000," 2774",38.019777,-82.709604,792,"KENTUCKY WEST VIRGINIA GAS CO","1167","ESTEP, WILLIAM","22-Aug-61",2830,"357CLNT","GAS","GAS ACQUISITION CORP",0,"Clinton Sh",28,76,91 -"158",50985,16119007600000," 391EF",37.236315,-82.9626,1161,"UNITED FUEL GAS CO","6514","STACY, S N ET AL","11-Jan-51",3279,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",3,84,84 -"159",51259,NA,"",37.323356,-82.96552,1120,"WARFIELD NATURAL GAS CO","4755","FRAZIER, LAURA","10-Sep-37",2942,"341OHIO","GAS","",0,"Ohio Sh",8,61,41 -"160",51331,NA,"",37.320335,-82.980124,1175,"WARFIELD NATURAL GAS CO","4881","CROIX, W S","29-Aug-40",2944,"341OHIO","GAS","",0,"Ohio Sh",77,80,29 -"161",51348,NA,"",37.332882,-82.982187,1140,"WARFIELD NATURAL GAS CO","4709","PRATT, JASPER","12-Feb-37",2862,"341OHIO","GAS","",0,"Ohio Sh",48,68,58 -"162",51351,NA,"",37.32839,-82.985912,1082,"WARFIELD NATURAL GAS CO","4744","GAYHEART, L","31-Jul-37",2805,"341OHIO","GAS","",0,"Ohio Sh",4,80,41 -"163",51503,16119003630000," 30110",37.230587,-82.889601,1454,"KENTUCKY WEST VIRGINIA GAS CO","1623","COMBS, N L","14-Apr-76",3628,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",46,43,34 -"164",51514,16119007630000," 3811EF",37.232884,-82.902115,1329,"UNITED FUEL GAS CO","8492","WARD, ELBERT","10-Jul-57",3427,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",40,32,11 -"165",52246,16131007040000," 33756",37.047621,-83.218446,1418,"KENTUCKY WEST VIRGINIA GAS CO","7293","CRESS, WILLIAM","26-Dec-78",3827,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",89,58,96 -"166",52282,16127017590000," 5669",38.014834,-82.714464,826,"KENTUCKY WEST VIRGINIA GAS CO","1201","ROBINETTE, LEE W","17-May-62",2862,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",24,90,46 -"167",52970,16131003180000," 26996",37.17216,-83.24897,1166,"KENTUCKY WEST VIRGINIA GAS CO","1568","KYCOGA LAND CO","26-Sep-73",3239,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",32,84,85 -"168",52985,16131003170000," 26739",37.169864,-83.238807,1302,"KENTUCKY WEST VIRGINIA GAS CO","1560","KYCOGA LAND CO","13-Jul-73",3419,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",52,49,18 -"169",52989,16131003150000," 26588",37.160361,-83.215224,1442,"KENTUCKY WEST VIRGINIA GAS CO","1554","EDWARDS, JOHN L","03-May-73",3560,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",100,78,1 -"170",52990,16131003300000," 30102",37.143299,-83.238393,1712,"KENTUCKY WEST VIRGINIA GAS CO","1622","FORDSON COAL CO","09-Mar-76",3861,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",43,74,66 -"171",53098,NA,"",37.269513,-82.915518,1391,"UNITED FUEL GAS CO","6286","PIGMAN, DEWITT","22-Sep-48",3371,"341OHIO","GAS","",0,"Ohio Sh",88,3,55 -"172",53133,16119007610000," 46EF",37.265393,-82.88648,1370,"UNITED FUEL GAS CO","6524","PIGMAN, V B , HANKS, WALTER","05-Aug-49",3405,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",6,88,65 -"173",53145,16119007560000," 1301EF",37.256317,-82.902062,1337,"UNITED FUEL GAS CO","8057","STAMPER, GARLAND ET AL","30-May-53",3293,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",57,38,61 -"174",53159,16119003540000," 26728",37.2584,-82.904123,1102,"KENTUCKY WEST VIRGINIA GAS CO","1561","FRANCIS, NOLA ET AL","08-Jun-73",3133,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",31,77,54 -"175",53164,16119007690000," 838EF",37.252472,-82.897251,1710,"UNITED FUEL GAS CO","6900","BLAIR, WILLIAM","11-Feb-52",3430,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",67,39,36 -"176",53165,16119007660000," 827EF",37.255493,-82.907559,1240,"UNITED FUEL GAS CO","6858","AMBURGEY, G C","18-Jan-52",3196,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",13,73,53 -"177",53166,16119007590000," 4255E",37.273907,-82.906755,1288,"UNITED FUEL GAS CO","5833","VANCE, MARTHA","12-Oct-48",3321,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",1,69,18 -"178",53333,16119007650000," 390EF",37.308377,-82.856876,1186,"UNITED FUEL GAS CO","6589","CAUDILL, HARDIN","24-Nov-50",3148,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",80,46,93 -"179",53713,16131003230000," 27756",37.164014,-83.25374,1087,"KENTUCKY WEST VIRGINIA GAS CO","1584","KYCOGA LAND CO","03-Jul-74",3137,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",82,48,83 -"180",53821,16131003090000," 26152",37.145853,-83.217799,1702,"KENTUCKY WEST VIRGINIA GAS CO","1539","WELLS, ALBERT","12-Feb-73",3888,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",9,51,54 -"181",54346,16131003240000," 28120",37.157828,-83.251801,1200,"KENTUCKY WEST VIRGINIA GAS CO","1593","KYCOGA LAND CO","17-Sep-74",3276,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",85,8,49 -"182",55023,16119007620000," 348EF",37.28814,-82.948281,1512,"UNITED FUEL GAS CO","6527","AMBURGEY, LINDSAY","15-Sep-50",3446,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",90,11,62 -"183",55026,16119009800000," N10328",37.28608,-82.983161,1336,"UNITED FUEL GAS CO","5788","MADDEN, SAMUEL","06-May-47",3224,"341OHIO","GAS","COLUMBIA GAS TRANS CORP",0,"Ohio Sh",88,6,42 -"184",55032,16119008220000," 4070E",37.271336,-82.919244,1316,"UNITED FUEL GAS CO","5862","STAMPER, BENTON","23-Jun-48",3296,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",15,63,34 -"185",55033,16119007640000," 346EF",37.264844,-82.918095,1108,"UNITED FUEL GAS CO","6577","BANKS, BETTIE","04-Dec-50",3118,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",75,40,16 -"186",55103,NA,"",37.310213,-82.974059,1210,"WARFIELD NATURAL GAS CO","4590","PERKINS, EDGAR","23-Feb-36",3073,"341OHIO","GAS","",0,"Ohio Sh",4,74,97 -"187",55104,NA,"",37.306317,-82.956189,1625,"WARFIELD NATURAL GAS CO","5068","CROFT, A C","22-Apr-42",3351,"341OHIO","GAS","",0,"Ohio Sh",86,81,80 -"188",55109,NA,"",37.28508,-82.927546,1550,"WARFIELD NATURAL GAS CO","5067","DAY, LAURANIA","25-May-42",3203,"341OHIO","GAS","",0,"Ohio Sh",74,37,12 -"189",55339,NA,"",37.279589,-82.820842,1520,"WARFIELD NATURAL GAS CO","4634","AMBURGEY, W T","28-Nov-36",3555,"341OHIO","GAS","",0,"Ohio Sh",33,59,69 -"190",55340,16119008030000," 791E",37.316288,-82.768093,1360,"WARFIELD NATURAL GAS CO","4867","MARTIN, T A","17-Apr-40",3395,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",78,79,11 -"191",55342,NA,"",37.283023,-82.800602,1642,"HOWE OIL & GAS CO","H12","HARVEY COLLINS LAND CO","29-May-31",3779,"344CORN","GAS","",0,"Corniferous",70,100,68 -"192",55382,NA,"",37.33,-82.881669,1025,"WARFIELD NATURAL GAS CO","4845","SLONE, FERRELL","19-Aug-39",2859,"341OHIO","GAS","",0,"Ohio Sh",99,43,59 -"193",56424,NA,"",37.338924,-82.954356,1580,"WARFIELD NATURAL GAS CO","4995","MAGGARD, S D","22-Mar-41",3092,"341OHIO","GAS","",0,"Ohio Sh",28,65,79 -"194",56520,NA,"",37.352884,-82.936086,1250,"UNITED FUEL GAS CO","5764","PRATT, JASPER","07-Mar-48",2854,"341OHIO","GAS","",0,"Ohio Sh",72,28,22 -"195",56626,16119012880000," N21035",37.413471,-82.82309,1400,"KENTUCKY WEST VIRGINIA GAS CO","5159","TERRY, ISAAC","31-Oct-32",3153,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",38,57,37 -"196",57038,NA,"",37.423907,-82.780459,1320,"WARFIELD NATURAL GAS CO","4635","PIGMAN, MARY E","31-Aug-36",3139,"341OHIO","GAS","",0,"Ohio Sh",93,81,84 -"197",57123,16119000580000," 61238",37.463606,-82.953917,1572,"ASHLAND EXPLORATION, INC","49","EVANS, E J","30-May-84",3181,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",33,11,23 -"198",60313,NA,"",37.400412,-82.746902,1110,"WARFIELD NATURAL GAS CO","5197","ELKHORN COAL CORP","16-Jan-44",2974,"341OHIO","GAS","",0,"Ohio Sh",81,93,81 -"199",60317,NA,"",37.406692,-82.722742,1370,"WARFIELD NATURAL GAS CO","4206","ELLIOTT, R C","21-Oct-30",3331,"341OHIO","GAS","",0,"Ohio Sh",77,88,84 -"200",60445,NA,"",37.395982,-82.650222,1060,"WARFIELD NATURAL GAS CO","4349","HALL, MARTHA B","18-Feb-32",3282,"341OHIO","GAS","",0,"Ohio Sh",75,76,2 -"201",60699,16119003860000," 34346",37.339513,-83.104747,1015,"PLATEAU RESOURCE DEVELOPMENT CO","PR1","PARRIS, WM C & MARY ANN","09-May-79",2850,"344CORN","GAS","ROBERTS, HARRY S &/OR MCKINLEY RAY",0,"Corniferous",28,92,11 -"202",60740,NA,"",37.480862,-82.729026,920,"WARFIELD NATURAL GAS CO","3987","SPENCER, POLLY","27-Dec-29",2758,"341OHIO","GAS","",0,"Ohio Sh",41,25,23 -"203",60745,16071007260000," 1006E",37.496842,-82.682127,1360,"WARFIELD NATURAL GAS CO","5024","ELKHORN COAL CORP","24-Sep-41",3306,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",82,70,96 -"204",60776,NA,"",37.459801,-82.730922,960,"WARFIELD NATURAL GAS CO","5679","ELKHORN COAL CORP","03-Nov-45",2815,"341OHIO","GAS","",0,"Ohio Sh",66,99,58 -"205",60779,NA,"",37.459763,-82.71224,1435,"WARFIELD NATURAL GAS CO","5393","ELKHORN COAL CORP","17-Jul-45",3332,"341OHIO","GAS","",0,"Ohio Sh",67,79,69 -"206",60941,16071007520000," 3274E",37.437728,-82.702239,1260,"WARFIELD NATURAL GAS CO","5250","ELKHORN COAL CORP","13-Jan-44",3220,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",38,79,14 -"207",61043,NA,"",37.457278,-82.658399,1200,"WARFIELD NATURAL GAS CO","5472","ELKHORN COAL CORP","17-May-45",3262,"341OHIO","GAS","",0,"Ohio Sh",50,20,45 -"208",61046,NA,"",37.479626,-82.628337,1140,"WARFIELD NATURAL GAS CO","5470","ELKHORN COAL CORP","03-Mar-45",3223,"341OHIO","GAS","",0,"Ohio Sh",87,31,44 -"209",61047,NA,"",37.477391,-82.641135,960,"WARFIELD NATURAL GAS CO","4718","NEWSOME, F W","02-May-37",3009,"341OHIO","GAS","",0,"Ohio Sh",66,69,81 -"210",61048,16071005600000," 3803E",37.482266,-82.644709,870,"WARFIELD NATURAL GAS CO","5691","ELKHORN COAL CORP","29-Oct-46",2932,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",85,70,35 -"211",61051,NA,"",37.489925,-82.655687,895,"WARFIELD NATURAL GAS CO","5071","ELKHORN COAL CORP","15-Apr-42",2923,"341OHIO","GAS","",0,"Ohio Sh",74,49,97 -"212",61054,NA,"",37.497254,-82.648449,925,"WARFIELD NATURAL GAS CO","5072","ELKHORN COAL CORP","22-Feb-42",2920,"341OHIO","GAS","",0,"Ohio Sh",93,85,46 -"213",61055,NA,"",37.498627,-82.62644,700,"WARFIELD NATURAL GAS CO","4566","STURGILL, WILLIE B","05-Nov-35",2879,"341OHIO","GAS","",0,"Ohio Sh",60,8,71 -"214",61056,NA,"",37.495057,-82.630748,895,"WARFIELD NATURAL GAS CO","5678","ELKHORN COAL CORP","14-May-46",3010,"341OHIO","GAS","",0,"Ohio Sh",95,16,57 -"215",61063,16071006110000," N7193",37.51244,-82.762929,1070,"WARFIELD NATURAL GAS CO","4006","SALISBURY, ELIZABETH","02-May-30",2826,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",3,30,44 -"216",61067,NA,"",37.54385,-82.804969,975,"WARFIELD NATURAL GAS CO","3877","ALLEN, J H","13-Aug-29",2452,"341OHIO","GAS","UNITED FUEL GAS CO",0,"Ohio Sh",91,8,38 -"217",61917,NA,"",37.501473,-82.623437,910,"WARFIELD NATURAL GAS CO","4552","HOWELL, LEE","04-Jul-35",3067,"341OHIO","GAS","",0,"Ohio Sh",92,6,64 -"218",62177,16071003660000," 36560",37.659075,-82.618874,867,"KENTUCKY WEST VIRGINIA GAS CO","1726","GOBLE, CHRIS","04-Mar-80",2850,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",82,82,40 -"219",62581,NA,"",37.457104,-82.605732,880,"WARFIELD NATURAL GAS CO","4711","OSBORNE, W T","25-Feb-37",3089,"341OHIO","GAS","",0,"Ohio Sh",71,49,13 -"220",62582,NA,"",37.465669,-82.615682,1100,"WARFIELD NATURAL GAS CO","5066","KEATHLEY, GROVER C","22-Apr-42",3339,"341OHIO","GAS","",0,"Ohio Sh",73,73,7 -"221",62583,NA,"",37.464021,-82.605043,880,"WARFIELD NATURAL GAS CO","5059","BUSH, M T","21-Dec-41",3038,"341OHIO","GAS","",0,"Ohio Sh",21,33,52 -"222",62586,NA,"",37.471885,-82.613738,1020,"WARFIELD NATURAL GAS CO","5065","BUSH, JOHN B","10-Aug-42",3197,"341OHIO","GAS","",0,"Ohio Sh",92,15,93 -"223",62587,NA,"",37.472671,-82.623606,1059,"WARFIELD NATURAL GAS CO","4596","CLARK, R B","03-Mar-36",3268,"341OHIO","GAS","",0,"Ohio Sh",52,27,11 -"224",62590,16071009750000," N10662",37.554493,-82.749484,660,"WARFIELD NATURAL GAS CO","3914","ALLEN, TROY","15-Aug-29",2415,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",48,13,23 -"225",62592,16071015410000," N21123",37.57367,-82.748447,920,"WARFIELD NATURAL GAS CO","4305","COMBS, TOWNSEL","11-Aug-31",2643,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",88,28,4 -"226",62641,16071007160000," 905E",37.45769,-82.595349,1275,"UNITED FUEL GAS CO","4986","ROBERTS, RHODA J","17-Mar-41",3092,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",35,3,34 -"227",62701,NA,"",37.702815,-82.680568,725,"WARFIELD NATURAL GAS CO","4650","CLINE, A P","22-Aug-36",2323,"341OHIO","GAS","",0,"Ohio Sh",69,62,29 -"228",62742,NA,"",37.675232,-82.728151,795,"WARFIELD NATURAL GAS CO","4722","MAYO, G W","09-Apr-37",2405,"341OHIO","GAS","",0,"Ohio Sh",7,68,54 -"229",62744,NA,"",37.696664,-82.680102,660,"WARFIELD NATURAL GAS CO","4725","WARD, MALCOLM","23-Apr-37",2500,"341OHIO","GAS","",0,"Ohio Sh",31,89,91 -"230",62748,NA,"",37.691463,-82.701606,840,"WARFIELD NATURAL GAS CO","4720","PORTER, BELLE","04-May-37",2579,"341OHIO","GAS","COLUMBIA GAS TRANSMISSION CORP",0,"Ohio Sh",33,31,46 -"231",62836,16071003420000," 25264",37.686629,-82.722714,743,"COLUMBIA GAS TRANSMISSION CORP","9608","HARRIS, JOE T ET AL","21-Jan-72",2591,"344CORN","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Corniferous",95,7,50 -"232",62906,NA,"",37.366804,-82.710817,1120,"WARFIELD NATURAL GAS CO","3912","MULLINS, D J","02-Dec-29",3190,"341OHIO","GAS","",0,"Ohio Sh",5,1,89 -"233",63392,NA,"",37.554669,-82.691612,692,"WARFIELD NATURAL GAS CO","4547","BOYD, LINDSEY","28-Mar-35",2592,"341OHIO","GAS","",0,"Ohio Sh",10,14,63 -"234",63393,NA,"",37.558102,-82.673738,880,"WARFIELD NATURAL GAS CO","4564","AKERS, B K","13-Nov-35",2864,"341OHIO","GAS","",0,"Ohio Sh",51,68,44 -"235",63398,NA,"",37.535492,-82.742639,665,"WARFIELD NATURAL GAS CO","4057","STUMBO, WILLIAM","05-Feb-30",2413,"341OHIO","GAS","",0,"Ohio Sh",76,53,5 -"236",63401,NA,"",37.542173,-82.748965,740,"WARFIELD NATURAL GAS CO","3913","ALLEN, N O","10-Jul-29",2500,"341OHIO","GAS","",0,"Ohio Sh",32,39,92 -"237",63406,NA,"",37.502434,-82.709308,920,"WARFIELD NATURAL GAS CO","4545","MEAD, A L","27-Feb-35",2812,"341OHIO","GAS","",0,"Ohio Sh",15,96,13 -"238",63816,NA,"",37.708662,-82.649532,835,"WARFIELD NATURAL GAS CO","5091","CRIDER, ELSIE","16-Apr-42",2704,"341OHIO","GAS","",0,"Ohio Sh",72,49,60 -"239",63819,NA,"",37.68965,-82.638344,840,"WARFIELD NATURAL GAS CO","5092","MAYNARD, TAULBEE","21-Apr-42",2663,"341OHIO","GAS","",0,"Ohio Sh",93,97,62 -"240",63931,16159005020000," 2117EF",37.741474,-82.564742,1077,"UNITED FUEL GAS CO","8228","CLINE, DOLLIE","19-Aug-54",3129,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",36,31,28 -"241",63936,NA," 947EF",37.736217,-82.500346,718,"UNITED FUEL GAS CO","6665","MUNCY, HOMER ET AL","13-Oct-53",2959,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",46,97,21 -"242",64006,16159004970000," 1634EF",37.701883,-82.566265,841,"UNITED FUEL GAS CO","8119","RUMSEY, GEORGE A ET AL","20-Nov-53",2962,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",73,53,65 -"243",64007,16159004960000," 1573EF",37.697489,-82.523623,1252,"UNITED FUEL GAS CO","8101","RUMSEY, GEORGE A ET AL","20-Mar-54",3421,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,70,74 -"244",64008,16159005140000," 4384E",37.716077,-82.567751,765,"UNITED FUEL GAS CO","6311","MCCOY, P P ET AL","27-Jun-58",4102,"357CLNTS","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Clinton Sd",9,48,39 -"245",64032,16159002840000," 36771",37.727484,-82.577871,1090,"PLATEAU RESOURCE DEVELOPMENT CO","6","BLACKBURN, FOCH","23-Jan-80",3328,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",73,14,23 -"246",64680,NA,"",37.560449,-82.647118,650,"WARFIELD NATURAL GAS CO","4581","STRATTON, R P HEIRS","29-Nov-35",2710,"341OHIO","GAS","",0,"Ohio Sh",65,54,82 -"247",64751,NA,"",37.507103,-82.666027,1210,"WARFIELD NATURAL GAS CO","4522","MARTIN, NOAH","06-Oct-34",3187,"341OHIO","GAS","",0,"Ohio Sh",70,26,49 -"248",64753,16071006680000," 69",37.503433,-82.657584,690,"WARFIELD NATURAL GAS CO","4380","HAMILTON, JOHN N","11-Sep-33",2702,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",40,92,83 -"249",65079,NA,"",37.865019,-82.479523,1080,"WARFIELD NATURAL GAS CO","1863","COLLINSWORTH, M D","24-Dec-30",3048,"341OHIO","GAS","",0,"Ohio Sh",60,14,98 -"250",65086,NA,"",37.874631,-82.479956,1010,"WARFIELD NATURAL GAS CO","4703","COLLINSWORTH, M D","27-Mar-37",2967,"341OHIO","GAS","",0,"Ohio Sh",77,74,45 -"251",65167,NA," 4259EF",37.828528,-82.450519,1040,"UNITED FUEL GAS CO","6257","RATLIFF, W V","15-Jan-48",3059,"341OHIO","GAS","",0,"Ohio Sh",39,92,68 -"252",65186,NA,"",37.807003,-82.476411,950,"WARFIELD NATURAL GAS CO","5046","FEDERAL GAS, OIL & COAL CO","10-Feb-42",3045,"341OHIO","GAS","",0,"Ohio Sh",29,8,84 -"253",65187,NA,"",37.814058,-82.479872,1150,"WARFIELD NATURAL GAS CO","5034","BLANKENSHIP, A B","06-Oct-41",3181,"341OHIO","GAS","",0,"Ohio Sh",18,10,89 -"254",65189,NA,"",37.823258,-82.422206,700,"WARFIELD NATURAL GAS CO","2577","ROSS, FRANK","16-May-23",2711,"341OHIO","GAS","",0,"Ohio Sh",14,79,41 -"255",65313,NA,"",37.838963,-82.470476,860,"WARFIELD NATURAL GAS CO","1564","KIRK, J D","22-Jan-26",2604,"341OHIO","GAS","",0,"Ohio Sh",83,69,22 -"256",65315,NA,"",37.813646,-82.465109,1050,"WARFIELD NATURAL GAS CO","4539","KIRK, J D","07-Jan-35",3144,"341OHIO","GAS","",0,"Ohio Sh",68,82,77 -"257",65546,NA,"",37.769784,-82.485625,735,"UNITED FUEL GAS CO","6510","MOORE, J G","07-Mar-49",3001,"341OHIO","GAS","",0,"Ohio Sh",51,75,59 -"258",65571,NA,"",37.809897,-82.462903,1010,"WARFIELD NATURAL GAS CO","5045","FEDERAL GAS, OIL & COAL CO","08-Nov-41",3190,"341OHIO","GAS","",0,"Ohio Sh",38,14,96 -"259",65593,16159002400000," 31020",37.775878,-82.494164,934,"COLUMBIA GAS TRANSMISSION CORP","20336","COLUMBIA GAS TRANSMISSION CORP","07-Nov-76",3441,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",7,92,68 -"260",65619,16159002820000," 34540",37.774631,-82.452802,759,"PLATEAU RESOURCE DEVELOPMENT CO","PR4","JUDE, JOHN E","15-Jun-79",3178,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",89,48,8 -"261",65652,16159005480000," 686EF",37.755453,-82.448486,740,"UNITED FUEL GAS CO","6757","HOWARD, J H","08-Sep-51",3117,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",31,59,84 -"262",65654,16159005030000," 3733EF",37.752844,-82.436487,935,"UNITED FUEL GAS CO","8290","TRIPLETT, KIZZIE","07-Aug-57",3378,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",78,35,66 -"263",65657,16159005490000," 814EF",37.761821,-82.460916,778,"UNITED FUEL GAS CO","6780","FREDERICK, SARAH ET AL","13-Nov-51",3100,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",43,100,36 -"264",65660,16159014480000," 362E0",37.785668,-82.385929,976,"UNITED FUEL GAS CO","8769","FERRELL, ELSIE ET AL","01-Sep-60",3454,"341OHIO","GAS","",0,"Ohio Sh",66,100,15 -"265",65661,16159004850000," 802E9",37.784598,-82.396234,691,"UNITED FUEL GAS CO","8781","EVANS, OCTAVIA ET AL","09-Jan-60",3164,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",37,48,33 -"266",65673,16159002420000," 33158",37.753806,-82.385967,802,"COLUMBIA GAS TRANSMISSION CORP","20461","POCAHONTAS KENTUCKY CORP","07-Aug-78",3665,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",64,65,84 -"267",65714,16159004980000," 1717EF",37.790983,-82.382335,1026,"UNITED FUEL GAS CO","8130","GOFF HEIRS","11-Mar-54",3478,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",36,100,26 -"268",65714,16159004980000," 1717EF",37.790983,-82.382335,1026,"UNITED FUEL GAS CO","8130","GOFF HEIRS","08-Jan-99",3478,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",1,"Ohio Sh",51,71,94 -"269",65834,16159005070000," 559E",37.920786,-82.496707,860,"UNITED FUEL GAS CO","","FAIRCHILD, J R","22-May-57",2825,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",22,37,88 -"270",66056,16159002520000," 795",37.748451,-82.360862,1397,"UNITED FUEL GAS CO","8956","GOFF HEIRS","31-Jan-61",3966,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",67,69,51 -"271",66069,16159005340000," 787E8",37.747254,-82.342392,910,"UNITED FUEL GAS CO","8673","GOFF, J B HEIRS","22-Jan-59",3465,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",37,90,57 -"272",66261,16159003840000," 33603",37.698627,-82.473751,1166,"COLUMBIA GAS TRANSMISSION CORP","20372","POCAHONTAS KENTUCKY CORP","14-Sep-78",3804,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",34,16,39 -"273",66346,16159002440000," 33449",37.670885,-82.454706,1042,"COLUMBIA GAS TRANSMISSION CORP","20586","POCAHONTAS LAND CORP","04-Sep-78",3886,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",91,37,87 -"274",66347,16159003820000," 31155",37.694508,-82.43869,740,"COLUMBIA GAS TRANSMISSION CORP","20337","POCAHONTAS LAND CORP","16-Nov-76",3602,"341OHIO","GAS","NEW RIVER ENERGY CORPORATION",0,"Ohio Sh",13,93,57 -"275",66720,16159002460000," 32581",37.702433,-82.438767,711,"COLUMBIA GAS TRANSMISSION CORP","20460","POCAHONTAS LAND CORP","23-Sep-77",3365,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",20,77,77 -"276",66722,16159003830000," 33602",37.734805,-82.391152,928,"COLUMBIA GAS TRANSMISSION CORP","20371","POCAHONTAS KENTUCKY CORP","16-Aug-78",3372,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",40,74,7 -"277",67140,NA,"",37.673807,-82.652246,636,"WARFIELD NATURAL GAS CO","4736","HUNT, ANGIE","10-Jul-37",2496,"341OHIO","GAS","",0,"Ohio Sh",42,92,29 -"278",67143,16071007470000," 3228E",37.351511,-82.756709,1172,"WARFIELD NATURAL GAS CO","5196","ELKHORN COAL CORP","17-Jul-43",3068,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",23,27,34 -"279",67207,16159005230000," 3916EF",37.772052,-82.329912,920,"UNITED FUEL GAS CO","8482","MAYNARD, HENRY","12-Oct-57",3491,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",99,51,3 -"280",67211,16159004830000," 944E8",37.781411,-82.369088,787,"UNITED FUEL GAS CO","8779","MURPHY, TILDA ET AL","13-Mar-59",3256,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",59,43,75 -"281",67234,16159002620000," 23905",37.750648,-82.37179,1035,"UNITED FUEL GAS CO","9599","FEDERAL GAS, OIL & COAL CO","11-Dec-70",3585,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",46,73,95 -"282",67645,16159009670000," N21125",37.940566,-82.505334,820,"WARFIELD NATURAL GAS CO","5310","FEDERAL GAS, OIL & COAL CO","04-Jan-44",2763,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",71,13,2 -"283",67650,NA,"",37.920192,-82.505593,700,"WARFIELD NATURAL GAS CO","4887","WILES, E D","08-Aug-40",2674,"341OHIO","GAS","",0,"Ohio Sh",28,22,1 -"284",67651,NA,"",37.918864,-82.520307,880,"WARFIELD NATURAL GAS CO","4728","FAIRCHILD, J R","19-May-37",2788,"341OHIO","GAS","",0,"Ohio Sh",67,7,81 -"285",67686,NA,"",37.903021,-82.515973,950,"WARFIELD NATURAL GAS CO","5047","BLACKBURN, CALLIE","01-Dec-41",2927,"341OHIO","GAS","",0,"Ohio Sh",1,81,39 -"286",67700,16159009950000," 3538E",37.914288,-82.513421,1040,"WARFIELD NATURAL GAS CO","5449","FEDERAL COAL AND COKE CO","28-Oct-44",3029,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",82,24,53 -"287",67754,16159002810000," 34439",37.890542,-82.581601,683,"PLATEAU RESOURCE DEVELOPMENT CO","3","HINKLE, ORAN & RUBY","18-May-79",2628,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",28,70,42 -"288",67874,NA,"",37.897897,-82.515241,880,"WARFIELD NATURAL GAS CO","5048","RICHMOND, B F ET AL","28-Feb-42",2842,"341OHIO","GAS","",0,"Ohio Sh",41,90,20 -"289",67876,16159006310000," 158",37.883839,-82.551434,623,"WARFIELD NATURAL GAS CO","4391","ROBINSON, VIRGIE","20-Apr-34",2605,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",48,42,53 -"290",67877,NA,"",37.899064,-82.533121,790,"WARFIELD NATURAL GAS CO","4530","BLACKBURN, CALLIE","24-Sep-34",2745,"341OHIO","GAS","",0,"Ohio Sh",64,27,28 -"291",67879,NA,"",37.893915,-82.533553,800,"WARFIELD NATURAL GAS CO","5249","FEDERAL GAS, OIL & COAL CO","09-Aug-43",2797,"341OHIO","GAS","",0,"Ohio Sh",82,42,91 -"292",67882,16159006550000," N7313",37.887821,-82.526797,820,"WARFIELD NATURAL GAS CO","4615","FEDERAL GAS, OIL & COAL CO","12-Sep-36",2845,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",36,38,6 -"293",67884,NA,"",37.897691,-82.506976,1038,"WARFIELD NATURAL GAS CO","5443","FEDERAL GAS, OIL & COAL CO","28-Aug-44",2997,"341OHIO","GAS","",0,"Ohio Sh",42,56,90 -"294",68072,16195011210000," 36797",37.668864,-82.566235,740,"KENTUCKY WEST VIRGINIA GAS CO","1730","TAYLOR, J M","01-Jul-80",2910,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",38,10,31 -"295",68129,NA,"",37.856385,-82.502598,780,"WARFIELD NATURAL GAS CO","4598","STEPP, AARON","12-Mar-36",2711,"341OHIO","GAS","",0,"Ohio Sh",80,97,68 -"296",68132,NA,"",37.847417,-82.598837,740,"KENTUCKY WEST VIRGINIA GAS CO","5112","MILLS, L T","",484,"327SALT","GAS","",0,"Salt Sd",64,64,65 -"297",68288,16159007560000," 3697E",37.778624,-82.506098,900,"WARFIELD NATURAL GAS CO","5601","FEDERAL GAS, OIL & COAL CO","03-Feb-46",3054,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",38,42,29 -"298",69114,16195010060000," 38468",37.58505,-82.522275,918,"KENTUCKY WEST VIRGINIA GAS CO","1693","MILLER, EUGENE ET AL","04-Sep-80",3315,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",80,40,89 -"299",70031,NA,"",37.433059,-82.57011,830,"WARFIELD NATURAL GAS CO","5082","AKERS, GEORGE W","17-Jul-42",3201,"341OHIO","GAS","",0,"Ohio Sh",21,71,9 -"300",70124,NA,"",37.464195,-82.571145,870,"WARFIELD NATURAL GAS CO","4563","MOORE, HENRY","13-Nov-35",3217,"341OHIO","GAS","",0,"Ohio Sh",13,58,93 -"301",70438,16195013610000," 32089",37.488516,-82.398145,1238,"KENTUCKY WEST VIRGINIA GAS CO","7255","CHARLES, H G","25-Oct-77",4115,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",17,72,92 -"302",70630,16115004300000," 27122",37.71591,-82.901355,823,"KENTUCKY WEST VIRGINIA GAS CO","7211","COLLINS, J W","05-Jan-73",2663,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",48,83,51 -"303",70632,16115003180000," 14458",37.727771,-82.885639,755,"KENTUCKY WEST VIRGINIA GAS CO","1279","JOHNSON, BUEL","20-Sep-65",1755,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",66,63,14 -"304",70633,16115004290000," 26590",37.723792,-82.903689,819,"KENTUCKY WEST VIRGINIA GAS CO","7188","RICE, B G","19-Apr-73",2642,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",87,65,24 -"305",71680,NA,"",37.891229,-82.601559,806,"KENTUCKY WEST VIRGINIA GAS CO","5137","BOYD, WILLIAM","10-Apr-31",2636,"341OHIO","GAS","",0,"Ohio Sh",64,41,51 -"306",71688,NA,"",37.837822,-82.664034,1050,"KENTUCKY WEST VIRGINIA GAS CO","5785","YORK, J F","09-Feb-48",2590,"341OHIO","GAS","",0,"Ohio Sh",76,8,56 -"307",71787,16115008780000," N1257",37.765843,-82.67607,669,"KENTUCKY WEST VIRGINIA GAS CO","5505","COLLINS, J M","20-Mar-44",2317,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",42,48,21 -"308",71790,16115007960000," N20868",37.769646,-82.688055,780,"KENTUCKY WEST VIRGINIA GAS CO","5523","PORTER, MARY C","27-Jun-44",2306,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",96,86,57 -"309",71791,16115008040000," N21083",37.771061,-82.669694,740,"KENTUCKY WEST VIRGINIA GAS CO","5532","WELLS, ALBERT G","15-Jun-44",2394,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",50,29,98 -"310",71809,16115007900000," N20369",37.740897,-82.698841,700,"KENTUCKY WEST VIRGINIA GAS CO","5610","CLARK, SAM","28-Nov-45",3065,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",53,91,10 -"311",71810,16115007910000," N20370",37.748902,-82.712863,630,"KENTUCKY WEST VIRGINIA GAS CO","5679","CLARK, SAM","04-Nov-46",2112,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",100,32,49 -"312",71815,16115008010000," N21081",37.738648,-82.692064,790,"KENTUCKY WEST VIRGINIA GAS CO","5629","WELLS, HENRY C HEIRS","22-Apr-46",2413,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",74,23,19 -"313",71819,16115008050000," N21084",37.748449,-82.680273,670,"KENTUCKY WEST VIRGINIA GAS CO","5493","WELLS, G W","28-Jan-44",2365,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",72,31,48 -"314",71820,16115004260000," 18808",37.749409,-82.68909,902,"KENTUCKY WEST VIRGINIA GAS CO","6972","WELLS, G W","14-Jul-67",2503,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",99,10,36 -"315",71823,16115007990000," N20973",37.744178,-82.678838,680,"KENTUCKY WEST VIRGINIA GAS CO","5571","SPEARS, A M","31-Jan-45",2330,"341OHIO","GAS","",0,"Ohio Sh",44,66,78 -"316",71907,16115007930000," N20433",37.761518,-82.691116,670,"KENTUCKY WEST VIRGINIA GAS CO","5522","DAVIS, G W","18-Apr-44",2239,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",60,16,82 -"317",71927,16115009680000," N2904",37.760652,-82.667409,720,"KENTUCKY WEST VIRGINIA GAS CO","5474","WELLS, ALLEN C","07-Sep-43",2418,"341OHIO","GAS","BEECH FORK PROCESSING, INC",0,"Ohio Sh",62,62,14 -"318",72075,16115007950000," N20817",37.834252,-82.675941,670,"KENTUCKY WEST VIRGINIA GAS CO","5827","MOLLETT, WILLIAM E","09-Aug-48",2146,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",3,28,56 -"319",72132,NA,"",37.845332,-82.672294,900,"KENTUCKY WEST VIRGINIA GAS CO","5817","WHITEHOUSE CANNEL COAL CO","02-Jun-48",2598,"341OHIO","GAS","",0,"Ohio Sh",73,47,45 -"320",74355,16153023530000," N11091",37.548078,-82.92747,1020,"KENTUCKY WEST VIRGINIA GAS CO","167","SHEPHERD, J B","",2365,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",5,28,43 -"322",74625,16153011310000," 25913",37.563605,-82.937531,1079,"KENTUCKY WEST VIRGINIA GAS CO","1003","WIREMAN, AMOS","27-Oct-72",3022,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",100,40,52 -"323",75042,16153023640000," N20574",37.591092,-82.918047,980,"KENTUCKY WEST VIRGINIA GAS CO","854","GREEN, GRANT","18-Jul-47",2255,"341OHIO","GAS","",0,"Ohio Sh",22,27,82 -"324",75181,16153014090000," 96EF",37.595057,-82.911145,1054,"KENTUCKY WEST VIRGINIA GAS CO","5891","HOWARD, WILLIAM","02-Aug-49",1223,"332MAXN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Maxon Sd",9,32,45 -"325",75183,16153023630000," 1193EF",37.587041,-82.899655,1205,"KENTUCKY WEST VIRGINIA GAS CO","850","COLLINS, M M","26-Jan-53",2559,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",70,48,88 -"326",75187,16153014110000," 193EF",37.590845,-82.905924,1111,"KENTUCKY WEST VIRGINIA GAS CO","5928","HOWARD, WILLIAM","27-Apr-50",2385,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",61,70,85 -"327",75188,16153014100000," 141EF",37.599272,-82.904544,1171,"KENTUCKY WEST VIRGINIA GAS CO","5911","HOWARD, WILLIAM","23-Nov-49",2454,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",100,12,4 -"328",75264,NA,"",37.532263,-82.923793,1180,"KENTUCKY WEST VIRGINIA GAS CO","227","SHEPHERD, WILLIAM","25-Oct-27",2564,"341OHIO","GAS","",0,"Ohio Sh",99,90,40 -"329",75265,16153011240000," 8910",37.525603,-82.92529,1077,"KENTUCKY WEST VIRGINIA GAS CO","278","SHEPHERD, WILLIAM","06-Jul-63",2482,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",27,32,26 -"330",75857,16193005100000," 13732",37.181644,-83.040083,1327,"KENTUCKY WEST VIRGINIA GAS CO","6885","BRASHEAR, WILLIAM C","04-Nov-65",3587,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",56,93,4 -"331",75879,16193005330000," 17910",37.167504,-83.054143,1456,"KENTUCKY WEST VIRGINIA GAS CO","6948","FIELDS, WILLIAM","04-Jan-67",3738,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",52,67,40 -"332",75885,16193006030000," 30291",37.179007,-83.051947,1321,"KENTUCKY WEST VIRGINIA GAS CO","7246","FIELDS, WILLIAM","26-Mar-76",3592,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",69,41,91 -"333",75908,NA,"",37.550412,-82.91339,1257,"KENTUCKY WEST VIRGINIA GAS CO","296","WIREMAN, NANCY J","25-May-30",2632,"341OHIO","GAS","",0,"Ohio Sh",4,48,100 -"334",76119,16193003300000," 26387",37.077179,-83.085621,1363,"KENTUCKY WEST VIRGINIA GAS CO","1550","MINIARD, DENVER","01-Mar-73",3807,"344CORN","GAS","",0,"Corniferous",75,23,5 -"335",76122,16193006070000," 32264",37.06241,-83.085218,1493,"KENTUCKY WEST VIRGINIA GAS CO","7257","KENTUCKY UNION CO","24-Oct-77",4005,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",10,51,94 -"336",76127,16193002520000," 23415",37.079527,-83.07976,1337,"KENTUCKY WEST VIRGINIA GAS CO","1435","HALCOMB, ARCH, ET AL","04-Jun-70",3778,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",91,51,75 -"337",76461,16193005880000," 27892",37.107416,-83.06118,1302,"KENTUCKY WEST VIRGINIA GAS CO","7229","RIDDLE, JAMES","09-Apr-75",3720,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",13,15,84 -"338",76470,16193002350000," 21941",37.092953,-83.118682,1253,"KENTUCKY WEST VIRGINIA GAS CO","1403","EBLEN, M K","15-May-69",3621,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",83,62,10 -"339",76474,16193006050000," 30819",37.087272,-83.093582,1662,"KENTUCKY WEST VIRGINIA GAS CO","7250","KENTUCKY UNION CO","04-Jun-76",4137,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",92,21,84 -"340",76498,16193003370000," 30449",37.087547,-83.08377,1229,"KENTUCKY WEST VIRGINIA GAS CO","1626","HORN, JESSIE AND LUCRETIA COMBS","30-Apr-76",3656,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",83,85,41 -"341",76508,16193002420000," 22205",37.096018,-83.092458,1309,"KENTUCKY WEST VIRGINIA GAS CO","1413","HORN, JESSIE AND LUCRETIA COMBS","10-Sep-69",3690,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",21,25,57 -"342",76587,16193002230000," 20320",37.115596,-83.089574,1222,"KENTUCKY WEST VIRGINIA GAS CO","1363","CORNETT, ASBEL","25-Jun-68",3610,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",66,73,28 -"343",76607,16193002410000," 22210",37.111943,-83.105829,1226,"KENTUCKY WEST VIRGINIA GAS CO","1412","CORNETT, CARRIE","02-Dec-69",3570,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",58,15,4 -"344",76633,16193008780000," 32402",37.091964,-83.07568,1340,"KENTUCKY WEST VIRGINIA GAS CO","1659","HORN, JESSIE AND KY UNION CO","13-Nov-77",3755,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,66,90 -"345",77034,16193005310000," 17158",37.132054,-83.101947,1153,"KENTUCKY WEST VIRGINIA GAS CO","6937","CORNETT, W M","23-Sep-66",3438,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",81,58,35 -"346",77062,16193005340000," 17989",37.183677,-83.090542,1243,"KENTUCKY WEST VIRGINIA GAS CO","6951","MCINTYRE & LUSK","08-Feb-67",3423,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,1,64 -"347",77093,16193000970000," 14544",37.216419,-83.102979,1076,"KENTUCKY WEST VIRGINIA GAS CO","1283","COMBS, FLOYD H","26-Oct-65",3165,"344CORN","GAS","JOURNEY OPERATING, LLC",0,"Corniferous",22,46,71 -"348",77099,16193007900000," 15799",37.162822,-83.085907,1133,"KENTUCKY WEST VIRGINIA GAS CO","1297","MCINTYRE, JANE","31-Aug-66",3424,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,55,21 -"349",77130,16193007880000," 20671",37.162135,-83.110833,1513,"KENTUCKY WEST VIRGINIA GAS CO","7017","HALL, JAMES M","20-Aug-68",3784,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,15,56 -"350",77476,16115004250000," 18390",37.722666,-82.889268,815,"KENTUCKY WEST VIRGINIA GAS CO","6959","RICE, A J","15-Jun-67",2682,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",49,55,73 -"351",78732,16193005700000," 25357",37.229583,-83.253331,1038,"KENTUCKY WEST VIRGINIA GAS CO","7152","FIELDS, W C","28-Feb-72",2923,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",60,57,97 -"352",78733,16193005790000," 26480",37.220718,-83.265722,1130,"KENTUCKY WEST VIRGINIA GAS CO","7182","SHEPHERD, J M","05-Feb-73",3041,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",12,19,30 -"353",78746,16193005810000," 26626",37.242199,-83.270962,1239,"KENTUCKY WEST VIRGINIA GAS CO","7190","STACY, ALFRED","09-May-73",3045,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",55,68,12 -"354",78747,16193008490000," 26791",37.249518,-83.272816,1194,"KENTUCKY WEST VIRGINIA GAS CO","7201","STACY, F S","31-Jul-73",2999,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",96,63,21 -"355",78819,16193005770000," 26129",37.238277,-83.261239,1100,"KENTUCKY WEST VIRGINIA GAS CO","7173","FIELDS, B T","16-Nov-72",2982,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",69,72,97 -"356",78820,16193005710000," 25491",37.238509,-83.252645,998,"KENTUCKY WEST VIRGINIA GAS CO","7156","FIELDS, B T","30-May-72",2862,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",65,62,30 -"357",78828,16193003360000," 30219",37.383127,-83.125053,932,"KENTUCKY WEST VIRGINIA GAS CO","1624","TURNER, CICLEY ETAL","14-Apr-76",2628,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",52,35,85 -"358",78904,16193005110000," 13803",37.190912,-83.135713,1147,"KENTUCKY WEST VIRGINIA GAS CO","6887","BRASHEARS, JOHN J","25-Aug-65",3318,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",55,34,57 -"359",79003,16193002440000," 22245",37.162959,-83.209118,1385,"KENTUCKY WEST VIRGINIA GAS CO","1416","FORDSON COAL CO","12-Aug-69",3562,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",65,49,50 -"360",79265,16193005290000," 16641",37.184252,-83.177392,1639,"KENTUCKY WEST VIRGINIA GAS CO","6935","DAVIS, R O","26-Jul-66",3820,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,62,54 -"361",79268,16193005300000," 16971",37.170881,-83.182026,1315,"KENTUCKY WEST VIRGINIA GAS CO","6936","PRATT, JAMES D","26-Aug-66",3516,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",33,40,11 -"362",79456,16193005570000," 21738",37.182235,-83.186731,1507,"KENTUCKY WEST VIRGINIA GAS CO","7037","MILLER, W H","19-Feb-69",3657,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",51,77,60 -"363",79489,16193005730000," 25701",37.133608,-83.192967,1412,"KENTUCKY WEST VIRGINIA GAS CO","7162","RAWLINS, J L","30-Jun-72",3637,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",69,8,51 -"364",79499,16193002480000," 22625",37.160718,-83.20204,1385,"KENTUCKY WEST VIRGINIA GAS CO","1424","FORDSON COAL CO","21-Oct-69",3556,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",26,56,14 -"365",79722,16193005840000," 26771",37.330613,-83.177382,1237,"KENTUCKY WEST VIRGINIA GAS CO","7200","COMBS, HARRISON","31-Aug-73",3011,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",12,88,44 -"366",79800,16193005830000," 26772",37.304187,-83.208655,1116,"KENTUCKY WEST VIRGINIA GAS CO","7197","NAPIER, N N","20-Jun-73",2915,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",79,68,81 -"367",79802,16193005800000," 26515",37.304889,-83.198006,1239,"KENTUCKY WEST VIRGINIA GAS CO","7186","COMBS, JACKSON","28-Mar-73",3037,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",80,90,100 -"368",79804,16193005850000," 27016",37.332261,-83.184775,1250,"KENTUCKY WEST VIRGINIA GAS CO","7208","NAPIER, T G","29-Oct-73",2972,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",17,87,41 -"369",79871,16193005780000," 26331",37.297391,-83.196391,1128,"KENTUCKY WEST VIRGINIA GAS CO","7176","COMBS, JACKSON","23-Dec-72",2951,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,18,99 -"370",79877,16193004330000," 25642",37.295427,-83.172059,1007,"KENTUCKY WEST VIRGINIA GAS CO","6725","GODSEY, WILLIAM W","05-Jul-72",2901,"344CORN","GAS","JOURNEY OPERATING, LLC",0,"Corniferous",33,14,61 -"371",80097,16193002450000," 22263",37.112778,-83.125715,1420,"KENTUCKY WEST VIRGINIA GAS CO","1417","SHELL, CHARLIE ET UX","11-Sep-69",3730,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,50,21 -"372",80159,16193006090000," 32781",37.325575,-83.154814,1422,"KENTUCKY WEST VIRGINIA GAS CO","7265","BREWER, WILLIAM","30-May-78",3257,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",28,24,40 -"373",81307,16115003220000," 20165",37.813052,-82.85421,627,"KENTUCKY WEST VIRGINIA GAS CO","1357","CONLEY, ELMER G","22-Feb-68",2308,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",25,80,6 -"374",81318,16115003230000," 20544",37.81804,-82.853168,833,"KENTUCKY WEST VIRGINIA GAS CO","1368","CONLEY, ELMER G ET AL","06-Jun-68",2522,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",79,74,14 -"375",81334,16115003210000," 18604",37.794508,-82.847059,886,"KENTUCKY WEST VIRGINIA GAS CO","1335","RICE, CRATE ET AL","30-Jun-67",2608,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",76,42,58 -"376",81343,16115003240000," 24762",37.804806,-82.843597,709,"KENTUCKY WEST VIRGINIA GAS CO","1493","RICE, CRATE ET AL","26-Aug-71",2428,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",12,55,10 -"377",81378,16115009620000," 13536",37.792311,-82.8594,802,"KENTUCKY WEST VIRGINIA GAS CO","1269","RICE, HAROLD B","19-May-65",2548,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",56,30,73 -"378",81379,16115003170000," 14022",37.785418,-82.859804,742,"KENTUCKY WEST VIRGINIA GAS CO","1274","RICE, AMANDA A","04-Jul-65",1656,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",14,7,33 -"379",81380,16115007920000," 16340",37.797691,-82.851961,760,"KENTUCKY WEST VIRGINIA GAS CO","1308","CONLEY, LORA","11-Jun-66",2497,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",15,6,49 -"380",81412,16115003250000," 25468",37.790979,-82.831487,760,"KENTUCKY WEST VIRGINIA GAS CO","1520","THOMAS, HARRY","10-May-72",2547,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",40,19,38 -"381",81417,NA,"N120881",37.793916,-82.771393,750,"KENTUCKY WEST VIRGINIA GAS CO","5587","PRESTON, JESSE","",2850,"357CLNT","GAS","",0,"Clinton Sh",66,1,73 -"382",81447,16115004220000," 10921",37.770855,-82.777971,722,"KENTUCKY WEST VIRGINIA GAS CO","6787","STRONG, H F","11-Mar-64",2815,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",61,39,78 -"383",81448,NA,"",37.775876,-82.77485,631,"KENTUCKY WEST VIRGINIA GAS CO","5609","ELLIOTT, ABE ESTATE","06-Sep-45",2737,"357CLNT","GAS","",0,"Clinton Sh",79,14,98 +"1",8670,16071000120000," 42331",37.463718,-82.780373,1268,"KEPCO, INC","KL363","MOORE, H L","12-May-81",3778,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",15,13,82 +"2",8671,16071000100000," 41800",37.456729,-82.800344,1008,"KEPCO, INC","KL315","MARTIN, HELEN","04-Aug-81",2906,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,66,90 +"3",8672,16071000080000," 41579",37.447254,-82.774933,1350,"KEPCO, INC","KL309","MARTIN, SPENCER","14-Apr-81",3293,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",100,73,2 +"4",8674,16071000220000," 44113",37.44126,-82.764946,1404,"KEPCO, INC","KL394","WALLEN, ELIJAH","23-Jul-81",3378,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,30,82 +"5",8675,16071000110000," 42330",37.433296,-82.828912,1209,"KEPCO, INC","KL362","MARTIN, M F","03-Mar-82",3069,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",93,88,23 +"6",8677,16071000150000," 43270",37.553845,-82.715804,1034,"KEPCO, INC","KF379","DINGUS, PHILLIP","31-Dec-81",3022,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",30,39,36 +"7",8724,16071000170000," 43874",37.735256,-82.794899,655,"KEPCO, INC","KL390","BURCHETT, ROBERT L","04-Feb-82",2058,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",33,1,25 +"8",11192,16115000010000," 27515",37.751236,-82.792287,703,"KENTUCKY WEST VIRGINIA GAS CO","1575","WELLS, J K","19-Mar-74",2032,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",59,29,29 +"9",11257,16119000450000," 53422",37.331027,-83.021711,1101,"ASHLAND EXPLORATION, INC","13","EASTERN KENTUCKY REALTY CO","25-Jan-83",2911,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,93,26 +"10",11260,1.6119004e+13," 37271",37.41241,-83.087809,1237,"KEPCO, INC","1738","GOODLOE BROTHERS CO","04-Aug-80",2962,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",49,5,47 +"11",11264,16119002640000," 38853",37.404326,-83.055508,1541,"INLAND GAS CO, INC","596","EVANS OIL & GAS TRUST","17-Nov-80",3227,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",93,56,41 +"12",11265,16119002650000," 38854",37.41241,-83.050602,1342,"INLAND GAS CO, INC","597","EVANS OIL & GAS TRUST","28-Dec-80",3009,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",11,91,41 +"13",11298,16119000200000," 41935",37.393958,-82.90327,1493,"KEPCO, INC","KF319","HICKS, ISAAC","28-Aug-81",3326,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",52,91,90 +"14",11300,16119000180000," 41850",37.412372,-82.78287,926,"KEPCO, INC","KL327","OSBORNE, SHERWOOD","10-Aug-81",2864,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",49,78,21 +"15",11304,16119004760000," 39213",37.436972,-83.09166,1234,"KENTUCKY WEST VIRGINIA GAS CO","1737","GOODLOE BROTHERS CO, INC","17-Jan-81",2891,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",12,76,41 +"16",11305,16119000060000," 36969",37.417491,-83.092597,1175,"KENTUCKY WEST VIRGINIA GAS CO","1732","GOODLOE BROTHERS CO, INC","29-Jul-80",2882,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",75,59,85 +"17",11316,16119004700000," 37544",37.435489,-83.048856,1175,"KENTUCKY WEST VIRGINIA GAS CO","1741","ARIO CORP","06-Oct-80",2825,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",59,52,34 +"18",11318,16119002670000," 39456",37.448998,-83.03212,1007,"INLAND GAS CO, INC","600","EVANS OIL & GAS TRUST","01-Feb-81",2603,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",12,34,47 +"19",11320,16119002660000," 39455",37.446554,-83.015178,1019,"INLAND GAS CO, INC","599","EVANS OIL & GAS TRUST","17-Jan-81",2570,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",58,78,52 +"20",11322,16119000170000," 41527",37.42411,-83.03107,1365,"KEPCO, INC","KL307","ARIO CORP","22-Feb-81",3042,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",22,33,71 +"21",11326,16119000140000," 41399",37.421061,-83.037724,1226,"KEPCO, INC","KL60","ARIO CORP","14-Mar-81",2900,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",62,85,85 +"22",11327,16119000150000," 41466",37.427841,-83.037913,1190,"KEPCO, INC","KL61","ARIO CORP","07-Mar-81",2837,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",51,27,23 +"23",11328,16119004910000," 37124",37.418068,-83.043519,1224,"KENTUCKY WEST VIRGINIA GAS CO","1734","COMBS, PAUL C","17-Sep-80",2926,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",78,31,92 +"24",11332,16119003980000," 39252",37.423601,-83.058981,1280,"KENTUCKY WEST VIRGINIA GAS CO","1719","ARIO CORP","26-Aug-80",2976,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",40,83,56 +"25",11631,16127005190000," 136",38.001052,-82.754739,915,"KENTUCKY WEST VIRGINIA GAS CO","1138","MOORE, CLIFTON","22-Sep-60",2772,"355BGSX","GAS","GAS ACQUISITION CORP",0,"Big Six Sd",47,38,66 +"26",12402,16133005200000," 34605",37.145331,-82.974557,1376,"KENTUCKY WEST VIRGINIA GAS CO","1709","COLLINS, ROBERT JR","21-Sep-79",3738,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",68,25,72 +"27",16124,16193000310000," 44533",37.196798,-83.245092,1245,"KEPCO, INC","KL391","BAKER, JOHN ET AL","29-Sep-81",3257,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",60,30,45 +"28",16189,16195000840000," 50216",37.384075,-82.622449,1722,"ASHLAND EXPLORATION, INC","78R","COLONY COAL & COKE CO","27-Oct-82",4070,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",92,89,98 +"29",16193,16195000780000," 49757",37.376962,-82.613363,1257,"ASHLAND EXPLORATION, INC","77","COLONY COAL & COKE CO","19-Jul-82",3652,"341OLNG","GAS","BLAZER ENERGY CORP",0,"Olentangy Mbr, Ohio Sh",62,81,91 +"30",16196,16195000740000," 49364",37.349224,-82.622218,1563,"ASHLAND EXPLORATION, INC","79R","COLONY COAL & COKE CO","30-Jul-82",4156,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",99,16,91 +"31",16200,16195000860000," 50707",37.407347,-82.417872,1226,"ASHLAND EXPLORATION, INC","6","FORD, JOHN HEIRS","17-Oct-82",4447,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",10,63,91 +"32",16208,16195000480000," 44203",37.409801,-82.411055,1137,"ASHLAND EXPLORATION, INC","5","FORD, JOHN HEIRS","18-Nov-81",4384,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",58,79,11 +"33",16209,16195000850000," 50706",37.398045,-82.414161,1041,"ASHLAND EXPLORATION, INC","7","FORD, JOHN HEIRS","26-Aug-82",4060,"341OHIO","GAS","BLAZER ENERGY CORP",0,"Ohio Sh",25,84,71 +"34",16210,16195000710000," 48388",37.397803,-82.399983,1258,"ASHLAND EXPLORATION, INC","3","FORD, CHARLES HEIRS ET AL","10-Jun-82",4589,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",2,2,20 +"35",16215,16195000730000," 48846",37.387453,-82.314602,1147,"ASHLAND EXPLORATION, INC","72","COLONY COAL & COKE CO","22-May-82",4805,"341OHIO","GAS","BLAZER ENERGY CORP",0,"Ohio Sh",67,27,89 +"36",16216,16195000720000," 48660",37.3701,-82.322173,1981,"ASHLAND EXPLORATION, INC","66","REPUBLIC STEEL CORP","07-Jul-82",5662,"344CORN","GAS","BLAZER ENERGY CORP",0,"Corniferous",62,74,94 +"37",16217,16195000660000," 47750",37.366804,-82.317871,1353,"ASHLAND EXPLORATION, INC","67","REPUBLIC STEEL CORP","07-Apr-82",4731,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",96,58,65 +"38",16218,16195001010000," 53652",37.361116,-82.317633,1750,"ASHLAND EXPLORATION, INC","68","REPUBLIC STEEL CORP","25-Feb-83",5415,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",15,10,99 +"39",16218,16195001010000," 53652",37.361116,-82.317633,1750,"ASHLAND EXPLORATION, INC","68","REPUBLIC STEEL CORP","20-Jul-00",5380,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",1,"Olentangy Mbr, Ohio Sh",70,53,77 +"40",16222,16195000700000," 47998",37.494058,-82.596774,990,"ASHLAND EXPLORATION, INC","13","JAMES HATCHER LAND CO, INC","26-Apr-82",3275,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",0,"Olentangy Mbr, Ohio Sh",7,88,70 +"41",16223,16195000690000," 47956",37.491672,-82.548841,1012,"ASHLAND EXPLORATION, INC","5","CASSADY, J W & VICTORIA","06-May-82",3442,"341OLNG","GAS","EQUITABLE PRODUCTION COMPANY",0,"Olentangy Mbr, Ohio Sh",65,72,95 +"42",16224,16195000910000," 51878",37.492448,-82.567976,970,"ASHLAND EXPLORATION, INC","14","JAMES HATCHER LAND CO, INC","03-Nov-82",3529,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",42,12,44 +"43",16225,16195000650000," 47626",37.483227,-82.580108,973,"ASHLAND EXPLORATION, INC","12","JAMES HATCHER LAND CO, INC","17-Apr-82",3508,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",33,92,78 +"44",16236,16195000610000," 46352",37.446677,-82.373348,1007,"ASHLAND EXPLORATION, INC","15","MASON COAL & COKE CO","08-Mar-82",4052,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",51,25,23 +"45",16271,16195000570000," 45530",37.528912,-82.551276,852,"ASHLAND EXPLORATION, INC","9","WEDDINGTON, BALLARD & JOHN HEIRS","27-Jan-82",3268,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",29,89,2 +"46",16272,16195000600000," 46178",37.50401,-82.561978,875,"ASHLAND EXPLORATION, INC","9","JAMES HATCHER LAND CO, INC","19-Feb-82",3292,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",23,34,16 +"47",16274,16195000640000," 47544",37.508651,-82.576611,1223,"ASHLAND EXPLORATION, INC","4","KENTUCKY WEST VIRGINIA GAS CO","09-Aug-82",3768,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",52,84,65 +"48",22683,16071000090000," 41639",37.436492,-82.757577,1068,"KEPCO, INC","KL310","TURNER, ADAM","04-Apr-82",3054,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",33,21,9 +"49",23294,16119000080000," 40385",37.363371,-82.971139,1396,"KENTUCKY WEST VIRGINIA GAS CO","7349","CALHOUN, JOHN","31-Dec-80",3210,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",85,7,93 +"51",23461,16133002840000," 37644",37.150458,-82.740761,1570,"KENTUCKY WEST VIRGINIA GAS CO","1745","ELKHORN COAL CO, INC","18-Nov-80",4329,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",77,22,63 +"52",27166,16071000130000," 42637",37.44068,-82.824106,1280,"KEPCO, INC","KF359","MARTIN, D D","22-Feb-82",3157,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",60,88,74 +"53",28546,16193000340000," 47052",37.19474,-83.115527,1478,"KEPCO, INC","KL429","BRASHEAR, FELIX","12-Feb-83",3644,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,83,67 +"54",31254,16119000630000," 61545",37.351305,-83.006423,1637,"ASHLAND EXPLORATION, INC","1","EASTERN KY REALTY-COMBS UNIT","14-Jan-85",3397,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",62,14,55 +"55",31456,16133001400000," 29793",37.137493,-83.023138,1193,"KENTUCKY WEST VIRGINIA GAS CO","1618","CAMPBELL, LAURA","12-Feb-76",3571,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",17,61,13 +"56",31476,16133000830000," 24373",37.120538,-83.034591,1267,"KENTUCKY WEST VIRGINIA GAS CO","1477","CAMPBELL, LESS ET UX","02-Jun-71",3671,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",6,29,41 +"57",31496,16133001310000," 28011",37.10696,-83.032225,1223,"KENTUCKY WEST VIRGINIA GAS CO","1407","REYNOLDS, ELIHU ET AL","21-Aug-74",3653,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",17,35,32 +"58",31499,16133001480000," 32658",37.103406,-83.013495,1388,"KENTUCKY WEST VIRGINIA GAS CO","1662","CAMPBELL, MELDIE","07-Mar-78",3852,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",36,80,24 +"59",31540,16133003660000," 26426",37.119139,-82.966409,1020,"KENTUCKY WEST VIRGINIA GAS CO","7180","ISON, MOSES","28-Feb-73",3519,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",49,83,27 +"60",31543,16133003670000," 26558",37.122186,-82.97298,1018,"KENTUCKY WEST VIRGINIA GAS CO","7189","ISON, MOSES","16-May-73",3500,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",97,31,11 +"61",31559,16133001220000," 27207",37.116075,-82.973408,1350,"KENTUCKY WEST VIRGINIA GAS CO","7215","ISON, MOSES","13-Feb-74",3882,"355LCKP","GAS","EQUITABLE PRODUCTION COMPANY",0,"Lockport Dol",2,42,34 +"62",31573,16133000980000," 25518",37.162264,-82.705026,1458,"KENTUCKY WEST VIRGINIA GAS CO","7158","MINERAL FUEL CO","11-Oct-72",4120,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",24,77,14 +"63",31649,16133001360000," 29206",37.176565,-82.890354,1396,"KENTUCKY WEST VIRGINIA GAS CO","1555","KYCOGA LAND CO","29-Oct-75",3770,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",17,54,66 +"64",31744,16133002710000," 965E9",37.25853,-82.75778,1523,"UNITED FUEL GAS CO","8923","COLLINS HARVIE LAND CO","19-May-60",3800,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",39,47,33 +"65",33069,16119000660000," 61818",37.482345,-82.96615,1594,"ASHLAND EXPLORATION, INC","51","EVANS, E J","26-May-84",3160,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",3,74,67 +"66",36443,16115003190000," 16060",37.779626,-82.882295,789,"KENTUCKY WEST VIRGINIA GAS CO","1301","BLAIR, ANDY","28-May-66",2473,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",98,79,73 +"67",37666,16127005090000," 808E8",38.004943,-82.753297,851,"KENTUCKY WEST VIRGINIA GAS CO","1105","MOORE, FOREST","19-Mar-59",3240,"357RHLL","GAS","GAS ACQUISITION CORP",0,"Rose Hill",21,61,92 +"69",37673,16127005150000," 773E9",38.015521,-82.762385,893,"KENTUCKY WEST VIRGINIA GAS CO","1122","MOORE, MILTON","20-Jan-60",1888,"341OHIO","GAS","GAS ACQUISITION CORP",0,"Ohio Sh",42,58,35 +"70",39069,NA," 4254EF",37.488107,-82.28716,1317,"UNITED FUEL GAS CO","6147","DOTSON, FRANK ET AL","12-Mar-48",4550,"341OHIO","GAS","",0,"Ohio Sh",69,55,95 +"71",39086,16195018640000," 829E8",37.492003,-82.258948,1617,"UNITED FUEL GAS CO","8541","BALL, WILLIE","18-May-59",4915,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",72,49,85 +"72",39113,16195018950000," 556E8",37.393789,-82.343155,1000,"UNITED FUEL GAS CO","8663","KENTLAND COAL & COKE CO","20-Dec-58",4260,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",6,62,87 +"73",39122,16195018890000," 181E8",37.413202,-82.328897,1095,"UNITED FUEL GAS CO","8632","ROWE, G C","30-Oct-58",4324,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",17,2,3 +"74",39137,16195012860000," 429E9",37.41842,-82.30999,871,"KENTUCKY WEST VIRGINIA GAS CO","6490","ABSHIRE, A J","07-Dec-59",4129,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",72,3,94 +"75",39143,16195019180000," 94E9",37.433302,-82.269629,1010,"UNITED FUEL GAS CO","8755","HUNT, DEWEY ET AL","13-Jul-59",4376,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",34,49,71 +"76",39180,16195018090000," 2517EF",37.425781,-82.34022,943,"UNITED FUEL GAS CO","8325","ROWE, G C","18-Aug-55",4136,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",45,37,36 +"77",39192,16195018280000," 4096E",37.474323,-82.342287,1415,"UNITED FUEL GAS CO","6141","LAYNE, VICTOR ET AL","27-Aug-49",4425,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,65,3 +"78",39195,16195018400000," 87EF",37.469825,-82.330404,1482,"UNITED FUEL GAS CO","6498","JUSTICE, T H","18-Oct-49",4564,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",20,93,61 +"79",39216,16195018650000," 5128EF",37.51128,-82.175779,1165,"UNITED FUEL GAS CO","79","KENTLAND COAL & COKE CO","02-Feb-59",4556,"341OHIO","GAS","COLONIAL COAL CO, INC",0,"Ohio Sh",12,34,44 +"80",39257,16195018500000," 3689EF",37.588656,-82.148129,981,"UNITED FUEL GAS CO","8411","HATFIELD, MATTHEW","05-Sep-57",4090,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",17,98,27 +"81",39334,16195020990000," 338E9",37.512243,-82.071514,1141,"UNITED FUEL GAS CO","8823","WOLFORD, GREEN","23-Oct-59",4490,"341OHIO","GAS","COLUMBIA GAS TRANS CORP",0,"Ohio Sh",32,33,54 +"82",39366,16195018720000," 105E8",37.651156,-82.354619,1049,"UNITED FUEL GAS CO","8580","STEPP, T B","03-Sep-58",3749,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",3,31,84 +"83",39377,16195017470000," 379E9",37.69849,-82.344816,1224,"UNITED FUEL GAS CO","8778","LOWE, ESTHER ET AL","17-Oct-59",3858,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",35,90,39 +"84",39408,NA," 2165E8",37.651062,-82.336824,979,"UNITED FUEL GAS CO","8287","WILLIAMSON, B F","24-Apr-56",3674,"341OHIO","GAS","",0,"Ohio Sh",38,13,82 +"85",39435,16195019030000," 557E8",37.726842,-82.332334,863,"UNITED FUEL GAS CO","8685","TROUT, THOMAS","01-Nov-58",3447,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",60,82,100 +"86",39450,16195017370000," 490E9",37.656591,-82.373402,688,"UNITED FUEL GAS CO","8866","BEVINS, M L","13-Nov-59",3350,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",69,91,33 +"87",39455,16195017380000," 606E9",37.641673,-82.35211,977,"UNITED FUEL GAS CO","8875","MAYNARD, MILLARD","26-Dec-59",3686,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",79,54,30 +"88",39470,NA," 2137EF",37.651474,-82.327499,1140,"UNITED FUEL GAS CO","8288","WILLIAMSON, B F","27-Aug-54",3824,"341OHIO","GAS","",0,"Ohio Sh",51,82,6 +"89",39494,16195017900000," 2103EF",37.637406,-82.444286,1272,"UNITED FUEL GAS CO","8227","FEDERAL GAS, OIL & COAL CO","25-Oct-54",3878,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",56,81,11 +"90",39496,16195017830000," 1771EF",37.652472,-82.435406,915,"UNITED FUEL GAS CO","8167","BEVINS, V E (TRUSTEE)","04-Apr-54",3467,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",66,77,61 +"91",39522,16195007120000," 32733",37.650824,-82.428325,1128,"COLUMBIA GAS TRANSMISSION CORP","8278","BEVINS, V E","20-Jul-78",4062,"344CORN","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Corniferous",72,81,45 +"92",39527,16195018450000," 3150EF",37.663059,-82.407811,887,"UNITED FUEL GAS CO","8404","FEDERAL GAS, OIL & COAL CO","26-May-56",3500,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",20,58,26 +"93",39530,16195019490000," 882EF",37.672022,-82.477114,1100,"UNITED FUEL GAS CO","6885","WEDDINGTON, BALLARD","18-Jan-52",3442,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",75,31,17 +"94",39531,16195007780000," 702",37.653845,-82.382988,1031,"UNITED FUEL GAS CO","8969","BEVINS, CORA B","29-Dec-60",3714,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",68,35,42 +"95",39550,16195019250000," 548EF",37.627841,-82.413214,1203,"UNITED FUEL GAS CO","6646","BEVINS, J MONT","31-Mar-51",3880,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",45,66,58 +"96",39608,NA,"",37.666627,-82.535797,950,"WARFIELD NATURAL GAS CO","5246","TAYLOR, JOE ET AL","09-Nov-43",3125,"341OHIO","GAS","",0,"Ohio Sh",3,4,75 +"97",39632,16195033490000," N21127",37.664842,-82.546938,920,"WARFIELD NATURAL GAS CO","5495","MCCOY, GEMIMA ET AL","12-Nov-44",3113,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",95,5,100 +"98",39678,16195017960000," 2034EF",37.649274,-82.539422,760,"UNITED FUEL GAS CO","8252","THOMPSON, E C","03-Jul-54",2976,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",1,5,58 +"99",39777,16195010050000," 33136",37.555045,-82.374467,1170,"KENTUCKY WEST VIRGINIA GAS CO","1682","WILLIAMS, ROBERT","10-Apr-79",3997,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",98,36,45 +"100",39937,NA,"",37.509252,-82.31615,1520,"UNITED FUEL GAS CO","5379","PHILLIPS, JOHN F","08-Dec-49",4518,"341OHIO","GAS","",0,"Ohio Sh",42,38,88 +"101",39943,16195019390000," 687EF",37.506694,-82.330786,1466,"UNITED FUEL GAS CO","6746","PHILLIPS, JOHN F","15-Dec-51",4427,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",45,1,96 +"102",40047,16195011180000," 33790",37.559664,-82.381091,1300,"KENTUCKY WEST VIRGINIA GAS CO","1691","WILLIAMS, ROBERT","29-Feb-80",4099,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",84,2,19 +"103",40072,NA," 4073EF",37.553076,-82.460898,786,"UNITED FUEL GAS CO","5852","LOWE, IRVIN ET AL","01-Sep-47",3359,"341OHIO","GAS","",0,"Ohio Sh",15,72,35 +"104",40085,16195009500000," 27768",37.553845,-82.384109,1021,"KENTUCKY WEST VIRGINIA GAS CO","1585","WILLIAMS, ROBERT","13-May-74",3860,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",95,67,74 +"105",40201,16195019480000," 948EF",37.574731,-82.477857,724,"UNITED FUEL GAS CO","6882","HOWARD, SIDNEY ET AL","31-Jul-52",3218,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",71,40,99 +"106",40221,16195017600000," 79E9",37.481411,-82.084712,1338,"UNITED FUEL GAS CO","8798","LITZ,GEORGE W","14-Sep-59",4884,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",85,84,62 +"107",40287,NA,"",37.527391,-82.541654,665,"WARFIELD NATURAL GAS CO","4203","HATFIELD, E M","07-Jun-30",3095,"341OHIO","GAS","",0,"Ohio Sh",37,50,80 +"108",40288,16195017890000," 2004EF",37.529863,-82.535965,1036,"UNITED FUEL GAS CO","8201","WILLIAMSON, I","30-Jun-54",3306,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",4,30,75 +"109",40572,NA,"",37.466631,-82.433032,1286,"UNITED FUEL GAS CO","4512","MORRIS, K B","13-Mar-52",3347,"341OHIO","GAS","",0,"Ohio Sh",31,51,16 +"111",40616,NA,"",37.421095,-82.491782,700,"WARFIELD NATURAL GAS CO","5465","RATLIFF, R H HEIRS","10-Oct-45",3436,"341OHIO","GAS","",0,"Ohio Sh",57,31,18 +"112",40625,NA,"",37.423258,-82.476446,1025,"UNITED FUEL GAS CO","4987","FIDLER, MATTIE ET AL","21-Apr-41",3676,"341OHIO","GAS","",0,"Ohio Sh",57,37,83 +"113",40628,NA,"",37.418829,-82.457102,750,"WARFIELD NATURAL GAS CO","5083","JOHNSON, R S ET AL","13-May-42",3570,"341OHIO","GAS","",0,"Ohio Sh",54,45,64 +"114",40646,NA,"",37.393409,-82.442084,1150,"WARFIELD NATURAL GAS CO","5038","COX, DAVID","24-Nov-41",3878,"341OHIO","GAS","",0,"Ohio Sh",3,16,21 +"115",40680,16195020050000," N7334",37.381068,-82.446215,950,"WARFIELD NATURAL GAS CO","4898","LONG, A C ET AL","16-Feb-41",3859,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",83,13,63 +"116",40708,16195017820000," 1581EF",37.48505,-82.378422,1346,"UNITED FUEL GAS CO","8120","LAYNE, C F","12-Apr-54",4251,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",48,89,68 +"117",40712,16195009590000," 31136",37.482537,-82.429198,971,"KENTUCKY WEST VIRGINIA GAS CO","1641","WHITIS, BEE","25-Feb-77",3760,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",97,96,2 +"118",40954,NA,"",37.440301,-82.541301,717,"UNITED FUEL GAS CO","5780","ROWE, G C","03-Jun-47",3109,"341OHIO","GAS","",0,"Ohio Sh",33,72,89 +"119",40956,16195018390000," 210EF",37.450238,-82.516368,951,"UNITED FUEL GAS CO","6491","YORK, W C ET AL","25-Aug-50",3439,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",7,52,59 +"120",40958,NA," 4120EF",37.456042,-82.505512,1109,"UNITED FUEL GAS CO","6183","CREEKMORE, TOT RUTH","28-May-48",3624,"341OHIO","GAS","",0,"Ohio Sh",24,61,44 +"121",41217,16195010100000," 34845",37.260183,-82.481147,1391,"KENTUCKY WEST VIRGINIA GAS CO","1712","BLAIR FORK COAL CO","15-Nov-79",4555,"341OHIO","GAS","QUALITY NATURAL GAS, LLC",0,"Ohio Sh",54,71,86 +"122",41503,NA," 27042",37.327978,-82.546217,1154,"KENTUCKY WEST VIRGINIA GAS CO","5960","ROBERTS, JESSE","07-Jun-74",3780,"341OHIO","GAS","",0,"Ohio Sh",96,73,13 +"123",45437,NA,"",37.424265,-82.721366,1225,"WARFIELD NATURAL GAS CO","5105","ELKHORN COAL CORP","10-Aug-42",3109,"341OHIO","GAS","",0,"Ohio Sh",8,31,99 +"124",45914,16119000740000," 65211",37.493341,-82.977604,1076,"ASHLAND EXPLORATION, INC","54","EVANS, E J","29-Nov-84",2607,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",22,87,85 +"125",47015,16119018970000," 31538",37.402293,-83.104366,1432,"INLAND GAS CO, INC","563","SCHMIDT, HENRY J","13-Mar-77",3495,"357RHLL","GAS","",0,"Rose Hill",39,25,29 +"126",47016,16119002920000," 31540",37.434844,-83.120197,1385,"INLAND GAS CO, INC","570","SCHMIDT, HENRY J","10-Mar-77",3317,"357CLNTS","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Clinton Sd",27,37,4 +"127",47018,16119002940000," 31876",37.433471,-83.102583,944,"INLAND GAS CO, INC","572","SCHMIDT, HENRY J","25-Jun-77",2551,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",60,25,52 +"128",47021,16119002630000," 36386",37.409347,-83.059878,1512,"INLAND GAS CO, INC","595","EVANS OIL & GAS TRUST","24-Jan-80",3182,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",10,44,45 +"129",47022,16119002590000," 32192",37.46138,-83.044488,964,"INLAND GAS CO, INC","581","EVANS OIL & GAS TRUST","09-Jun-77",2519,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",92,95,46 +"130",47023,16119006670000," 33609",37.45147,-83.025902,1008,"INLAND GAS CO, INC","594","COMPTON, WILLIAM","31-Aug-78",2598,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",29,78,93 +"131",47025,16119003950000," 34543",37.430244,-83.089704,1117,"KENTUCKY WEST VIRGINIA GAS CO","1708","GOODLOE BROTHERS CO, INC","24-May-79",2794,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",42,85,79 +"132",47026,16119003940000," 34542",37.425891,-83.097211,1120,"KENTUCKY WEST VIRGINIA GAS CO","1707","GOODLOE BROTHERS CO, INC","01-Jun-79",2806,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",48,51,38 +"133",47028,16119003880000," 32887",37.421912,-83.103162,1082,"KENTUCKY WEST VIRGINIA GAS CO","1672","KYCOGA LAND CO","14-Apr-78",2756,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",2,52,93 +"134",47205,16119003960000," 34759",37.416213,-83.051266,1552,"KENTUCKY WEST VIRGINIA GAS CO","1713","ARIO CORP","19-Jun-79",3225,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",47,40,28 +"135",47208,16119003920000," 34395",37.429172,-83.062597,1020,"KENTUCKY WEST VIRGINIA GAS CO","1703","ARIO CORP","17-May-79",2713,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",1,21,38 +"136",47209,16119003900000," 33175",37.423945,-83.078857,980,"KENTUCKY WEST VIRGINIA GAS CO","1684","ARIO CORP","16-Nov-78",2682,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",90,98,91 +"137",47210,16119011010000," 33325",37.417491,-83.079632,1173,"KENTUCKY WEST VIRGINIA GAS CO","1685","ARIO CORP","09-Nov-78",2836,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",90,95,4 +"138",47211,16119003910000," 34397",37.426632,-83.070861,998,"KENTUCKY WEST VIRGINIA GAS CO","1701","ARIO CORP","10-May-79",2704,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",59,49,25 +"139",47220,16119003460000," 26507",37.405493,-83.087292,1142,"KENTUCKY WEST VIRGINIA GAS CO","1551","GOODLOE BROTHERS CO, INC","28-Apr-73",2892,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",76,86,87 +"140",47221,16119013640000," 31319",37.403914,-83.099311,1421,"KENTUCKY WEST VIRGINIA GAS CO","1646","GOODLOE BROTHERS CO, INC","01-Jul-77",3140,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",22,21,72 +"141",47222,16119003490000," 32076",37.411407,-83.095502,1186,"KENTUCKY WEST VIRGINIA GAS CO","1651","GOODLOE BROTHERS CO, INC","21-Oct-77",2909,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",97,33,4 +"142",47224,16119011780000," 32542",37.416282,-83.099857,1079,"KENTUCKY WEST VIRGINIA GAS CO","1660","GOODLOE BROTHERS CO, INC","03-Jan-78",2787,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",47,54,36 +"143",47227,16119003480000," 31471",37.393752,-83.025159,1262,"KENTUCKY WEST VIRGINIA GAS CO","1648","CARTER, GRACE ET AL","18-May-77",2968,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",80,37,18 +"144",47228,16119013610000," 32075",37.40147,-83.021373,1212,"KENTUCKY WEST VIRGINIA GAS CO","1650","CARTER, GRACE ET AL","27-Jul-77",2888,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",87,82,48 +"145",47229,16119003670000," 31137",37.389472,-83.017896,1263,"KENTUCKY WEST VIRGINIA GAS CO","1642","CARTER, GRACE ET AL","15-Feb-77",2959,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",62,72,25 +"146",47230,16119003570000," 29034",37.387453,-83.110643,1220,"KENTUCKY WEST VIRGINIA GAS CO","1609","TURNER, CICLEY ET AL","15-Oct-75",2945,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",23,21,13 +"147",47231,16119003600000," 29653",37.392955,-83.116386,1118,"KENTUCKY WEST VIRGINIA GAS CO","1617","TURNER, CICLEY ET AL","20-Oct-75",2860,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",65,99,7 +"148",47233,16119003930000," 34396",37.395441,-83.014257,1207,"KENTUCKY WEST VIRGINIA GAS CO","1704","DOBSON, DORA","12-Jun-79",2937,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",93,64,93 +"149",47235,16119003990000," 36496",37.387934,-83.038066,1309,"KENTUCKY WEST VIRGINIA GAS CO","1725","COMBS, DORIS B","16-Jul-80",3023,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",45,79,68 +"150",47547,NA,"",37.320335,-83.002292,1370,"WARFIELD NATURAL GAS CO","4746","HARLAND, JOE","20-Aug-37",3089,"341OHIO","GAS","",0,"Ohio Sh",82,78,69 +"151",47549,16119007970000," N7333",37.325369,-83.004127,1225,"WARFIELD NATURAL GAS CO","4745","TIGNOR, JOE","10-Aug-37",2932,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",38,70,21 +"152",49629,16127005240000," 2438",37.995744,-82.752342,900,"KENTUCKY WEST VIRGINIA GAS CO","1157","BALL, MARY","30-Jun-61",2844,"357CLNT","GAS","GAS ACQUISITION CORP",0,"Clinton Sh",20,35,55 +"153",50553,NA,"",37.326605,-82.918386,1565,"WARFIELD NATURAL GAS CO","4398","ALLEN, C E","14-Jul-34",3393,"341OHIO","GAS","",0,"Ohio Sh",83,4,72 +"154",50771,NA,"",37.325781,-82.93832,1350,"WARFIELD NATURAL GAS CO","5111","JONES, H B","07-Oct-42",3131,"341OHIO","GAS","",0,"Ohio Sh",23,5,52 +"155",50775,NA,"",37.317079,-82.962368,1055,"WARFIELD NATURAL GAS CO","4837","CLARK, GEORGE","18-Jun-39",2836,"341OHIO","GAS","",0,"Ohio Sh",71,46,68 +"156",50969,NA," 8849",38.02537,-82.715538,820,"KENTUCKY WEST VIRGINIA GAS CO","1231","MCBRAYER, CHARLES","15-Sep-63",2844,"357CLNT","GAS","",0,"Clinton Sh",84,1,63 +"157",50972,16127005250000," 2774",38.019777,-82.709604,792,"KENTUCKY WEST VIRGINIA GAS CO","1167","ESTEP, WILLIAM","22-Aug-61",2830,"357CLNT","GAS","GAS ACQUISITION CORP",0,"Clinton Sh",89,97,38 +"158",50985,16119007600000," 391EF",37.236315,-82.9626,1161,"UNITED FUEL GAS CO","6514","STACY, S N ET AL","11-Jan-51",3279,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",64,48,73 +"159",51259,NA,"",37.323356,-82.96552,1120,"WARFIELD NATURAL GAS CO","4755","FRAZIER, LAURA","10-Sep-37",2942,"341OHIO","GAS","",0,"Ohio Sh",66,81,76 +"160",51331,NA,"",37.320335,-82.980124,1175,"WARFIELD NATURAL GAS CO","4881","CROIX, W S","29-Aug-40",2944,"341OHIO","GAS","",0,"Ohio Sh",41,59,6 +"161",51348,NA,"",37.332882,-82.982187,1140,"WARFIELD NATURAL GAS CO","4709","PRATT, JASPER","12-Feb-37",2862,"341OHIO","GAS","",0,"Ohio Sh",48,26,92 +"162",51351,NA,"",37.32839,-82.985912,1082,"WARFIELD NATURAL GAS CO","4744","GAYHEART, L","31-Jul-37",2805,"341OHIO","GAS","",0,"Ohio Sh",60,86,87 +"163",51503,16119003630000," 30110",37.230587,-82.889601,1454,"KENTUCKY WEST VIRGINIA GAS CO","1623","COMBS, N L","14-Apr-76",3628,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",82,46,45 +"164",51514,16119007630000," 3811EF",37.232884,-82.902115,1329,"UNITED FUEL GAS CO","8492","WARD, ELBERT","10-Jul-57",3427,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",39,71,15 +"165",52246,16131007040000," 33756",37.047621,-83.218446,1418,"KENTUCKY WEST VIRGINIA GAS CO","7293","CRESS, WILLIAM","26-Dec-78",3827,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",58,26,87 +"166",52282,16127017590000," 5669",38.014834,-82.714464,826,"KENTUCKY WEST VIRGINIA GAS CO","1201","ROBINETTE, LEE W","17-May-62",2862,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",29,46,37 +"167",52970,16131003180000," 26996",37.17216,-83.24897,1166,"KENTUCKY WEST VIRGINIA GAS CO","1568","KYCOGA LAND CO","26-Sep-73",3239,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",5,25,44 +"168",52985,16131003170000," 26739",37.169864,-83.238807,1302,"KENTUCKY WEST VIRGINIA GAS CO","1560","KYCOGA LAND CO","13-Jul-73",3419,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",92,19,28 +"169",52989,16131003150000," 26588",37.160361,-83.215224,1442,"KENTUCKY WEST VIRGINIA GAS CO","1554","EDWARDS, JOHN L","03-May-73",3560,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",77,82,47 +"170",52990,16131003300000," 30102",37.143299,-83.238393,1712,"KENTUCKY WEST VIRGINIA GAS CO","1622","FORDSON COAL CO","09-Mar-76",3861,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",98,44,99 +"171",53098,NA,"",37.269513,-82.915518,1391,"UNITED FUEL GAS CO","6286","PIGMAN, DEWITT","22-Sep-48",3371,"341OHIO","GAS","",0,"Ohio Sh",82,47,28 +"172",53133,16119007610000," 46EF",37.265393,-82.88648,1370,"UNITED FUEL GAS CO","6524","PIGMAN, V B , HANKS, WALTER","05-Aug-49",3405,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",99,7,74 +"173",53145,16119007560000," 1301EF",37.256317,-82.902062,1337,"UNITED FUEL GAS CO","8057","STAMPER, GARLAND ET AL","30-May-53",3293,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",65,11,20 +"174",53159,16119003540000," 26728",37.2584,-82.904123,1102,"KENTUCKY WEST VIRGINIA GAS CO","1561","FRANCIS, NOLA ET AL","08-Jun-73",3133,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",13,94,77 +"175",53164,16119007690000," 838EF",37.252472,-82.897251,1710,"UNITED FUEL GAS CO","6900","BLAIR, WILLIAM","11-Feb-52",3430,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",34,1,55 +"176",53165,16119007660000," 827EF",37.255493,-82.907559,1240,"UNITED FUEL GAS CO","6858","AMBURGEY, G C","18-Jan-52",3196,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,59,81 +"177",53166,16119007590000," 4255E",37.273907,-82.906755,1288,"UNITED FUEL GAS CO","5833","VANCE, MARTHA","12-Oct-48",3321,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,56,74 +"178",53333,16119007650000," 390EF",37.308377,-82.856876,1186,"UNITED FUEL GAS CO","6589","CAUDILL, HARDIN","24-Nov-50",3148,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",58,72,43 +"179",53713,16131003230000," 27756",37.164014,-83.25374,1087,"KENTUCKY WEST VIRGINIA GAS CO","1584","KYCOGA LAND CO","03-Jul-74",3137,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",61,54,70 +"180",53821,16131003090000," 26152",37.145853,-83.217799,1702,"KENTUCKY WEST VIRGINIA GAS CO","1539","WELLS, ALBERT","12-Feb-73",3888,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",38,45,55 +"181",54346,16131003240000," 28120",37.157828,-83.251801,1200,"KENTUCKY WEST VIRGINIA GAS CO","1593","KYCOGA LAND CO","17-Sep-74",3276,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",91,29,47 +"182",55023,16119007620000," 348EF",37.28814,-82.948281,1512,"UNITED FUEL GAS CO","6527","AMBURGEY, LINDSAY","15-Sep-50",3446,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",9,56,17 +"183",55026,16119009800000," N10328",37.28608,-82.983161,1336,"UNITED FUEL GAS CO","5788","MADDEN, SAMUEL","06-May-47",3224,"341OHIO","GAS","COLUMBIA GAS TRANS CORP",0,"Ohio Sh",98,98,65 +"184",55032,16119008220000," 4070E",37.271336,-82.919244,1316,"UNITED FUEL GAS CO","5862","STAMPER, BENTON","23-Jun-48",3296,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",90,21,65 +"185",55033,16119007640000," 346EF",37.264844,-82.918095,1108,"UNITED FUEL GAS CO","6577","BANKS, BETTIE","04-Dec-50",3118,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",76,78,72 +"186",55103,NA,"",37.310213,-82.974059,1210,"WARFIELD NATURAL GAS CO","4590","PERKINS, EDGAR","23-Feb-36",3073,"341OHIO","GAS","",0,"Ohio Sh",91,39,80 +"187",55104,NA,"",37.306317,-82.956189,1625,"WARFIELD NATURAL GAS CO","5068","CROFT, A C","22-Apr-42",3351,"341OHIO","GAS","",0,"Ohio Sh",60,54,56 +"188",55109,NA,"",37.28508,-82.927546,1550,"WARFIELD NATURAL GAS CO","5067","DAY, LAURANIA","25-May-42",3203,"341OHIO","GAS","",0,"Ohio Sh",55,54,96 +"189",55339,NA,"",37.279589,-82.820842,1520,"WARFIELD NATURAL GAS CO","4634","AMBURGEY, W T","28-Nov-36",3555,"341OHIO","GAS","",0,"Ohio Sh",91,91,79 +"190",55340,16119008030000," 791E",37.316288,-82.768093,1360,"WARFIELD NATURAL GAS CO","4867","MARTIN, T A","17-Apr-40",3395,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",41,49,75 +"191",55342,NA,"",37.283023,-82.800602,1642,"HOWE OIL & GAS CO","H12","HARVEY COLLINS LAND CO","29-May-31",3779,"344CORN","GAS","",0,"Corniferous",4,94,29 +"192",55382,NA,"",37.33,-82.881669,1025,"WARFIELD NATURAL GAS CO","4845","SLONE, FERRELL","19-Aug-39",2859,"341OHIO","GAS","",0,"Ohio Sh",50,98,24 +"193",56424,NA,"",37.338924,-82.954356,1580,"WARFIELD NATURAL GAS CO","4995","MAGGARD, S D","22-Mar-41",3092,"341OHIO","GAS","",0,"Ohio Sh",79,1,46 +"194",56520,NA,"",37.352884,-82.936086,1250,"UNITED FUEL GAS CO","5764","PRATT, JASPER","07-Mar-48",2854,"341OHIO","GAS","",0,"Ohio Sh",61,7,9 +"195",56626,16119012880000," N21035",37.413471,-82.82309,1400,"KENTUCKY WEST VIRGINIA GAS CO","5159","TERRY, ISAAC","31-Oct-32",3153,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",15,84,4 +"196",57038,NA,"",37.423907,-82.780459,1320,"WARFIELD NATURAL GAS CO","4635","PIGMAN, MARY E","31-Aug-36",3139,"341OHIO","GAS","",0,"Ohio Sh",5,84,90 +"197",57123,16119000580000," 61238",37.463606,-82.953917,1572,"ASHLAND EXPLORATION, INC","49","EVANS, E J","30-May-84",3181,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",63,1,69 +"198",60313,NA,"",37.400412,-82.746902,1110,"WARFIELD NATURAL GAS CO","5197","ELKHORN COAL CORP","16-Jan-44",2974,"341OHIO","GAS","",0,"Ohio Sh",93,43,57 +"199",60317,NA,"",37.406692,-82.722742,1370,"WARFIELD NATURAL GAS CO","4206","ELLIOTT, R C","21-Oct-30",3331,"341OHIO","GAS","",0,"Ohio Sh",48,6,2 +"200",60445,NA,"",37.395982,-82.650222,1060,"WARFIELD NATURAL GAS CO","4349","HALL, MARTHA B","18-Feb-32",3282,"341OHIO","GAS","",0,"Ohio Sh",17,94,70 +"201",60699,16119003860000," 34346",37.339513,-83.104747,1015,"PLATEAU RESOURCE DEVELOPMENT CO","PR1","PARRIS, WM C & MARY ANN","09-May-79",2850,"344CORN","GAS","ROBERTS, HARRY S &/OR MCKINLEY RAY",0,"Corniferous",83,81,35 +"202",60740,NA,"",37.480862,-82.729026,920,"WARFIELD NATURAL GAS CO","3987","SPENCER, POLLY","27-Dec-29",2758,"341OHIO","GAS","",0,"Ohio Sh",26,64,38 +"203",60745,16071007260000," 1006E",37.496842,-82.682127,1360,"WARFIELD NATURAL GAS CO","5024","ELKHORN COAL CORP","24-Sep-41",3306,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",71,10,12 +"204",60776,NA,"",37.459801,-82.730922,960,"WARFIELD NATURAL GAS CO","5679","ELKHORN COAL CORP","03-Nov-45",2815,"341OHIO","GAS","",0,"Ohio Sh",69,72,67 +"205",60779,NA,"",37.459763,-82.71224,1435,"WARFIELD NATURAL GAS CO","5393","ELKHORN COAL CORP","17-Jul-45",3332,"341OHIO","GAS","",0,"Ohio Sh",93,94,74 +"206",60941,16071007520000," 3274E",37.437728,-82.702239,1260,"WARFIELD NATURAL GAS CO","5250","ELKHORN COAL CORP","13-Jan-44",3220,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",48,96,9 +"207",61043,NA,"",37.457278,-82.658399,1200,"WARFIELD NATURAL GAS CO","5472","ELKHORN COAL CORP","17-May-45",3262,"341OHIO","GAS","",0,"Ohio Sh",8,96,56 +"208",61046,NA,"",37.479626,-82.628337,1140,"WARFIELD NATURAL GAS CO","5470","ELKHORN COAL CORP","03-Mar-45",3223,"341OHIO","GAS","",0,"Ohio Sh",36,76,65 +"209",61047,NA,"",37.477391,-82.641135,960,"WARFIELD NATURAL GAS CO","4718","NEWSOME, F W","02-May-37",3009,"341OHIO","GAS","",0,"Ohio Sh",10,36,16 +"210",61048,16071005600000," 3803E",37.482266,-82.644709,870,"WARFIELD NATURAL GAS CO","5691","ELKHORN COAL CORP","29-Oct-46",2932,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",67,21,35 +"211",61051,NA,"",37.489925,-82.655687,895,"WARFIELD NATURAL GAS CO","5071","ELKHORN COAL CORP","15-Apr-42",2923,"341OHIO","GAS","",0,"Ohio Sh",98,24,22 +"212",61054,NA,"",37.497254,-82.648449,925,"WARFIELD NATURAL GAS CO","5072","ELKHORN COAL CORP","22-Feb-42",2920,"341OHIO","GAS","",0,"Ohio Sh",17,30,21 +"213",61055,NA,"",37.498627,-82.62644,700,"WARFIELD NATURAL GAS CO","4566","STURGILL, WILLIE B","05-Nov-35",2879,"341OHIO","GAS","",0,"Ohio Sh",78,18,58 +"214",61056,NA,"",37.495057,-82.630748,895,"WARFIELD NATURAL GAS CO","5678","ELKHORN COAL CORP","14-May-46",3010,"341OHIO","GAS","",0,"Ohio Sh",84,47,39 +"215",61063,16071006110000," N7193",37.51244,-82.762929,1070,"WARFIELD NATURAL GAS CO","4006","SALISBURY, ELIZABETH","02-May-30",2826,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",77,84,89 +"216",61067,NA,"",37.54385,-82.804969,975,"WARFIELD NATURAL GAS CO","3877","ALLEN, J H","13-Aug-29",2452,"341OHIO","GAS","UNITED FUEL GAS CO",0,"Ohio Sh",57,70,95 +"217",61917,NA,"",37.501473,-82.623437,910,"WARFIELD NATURAL GAS CO","4552","HOWELL, LEE","04-Jul-35",3067,"341OHIO","GAS","",0,"Ohio Sh",45,45,75 +"218",62177,16071003660000," 36560",37.659075,-82.618874,867,"KENTUCKY WEST VIRGINIA GAS CO","1726","GOBLE, CHRIS","04-Mar-80",2850,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",87,72,62 +"219",62581,NA,"",37.457104,-82.605732,880,"WARFIELD NATURAL GAS CO","4711","OSBORNE, W T","25-Feb-37",3089,"341OHIO","GAS","",0,"Ohio Sh",94,29,92 +"220",62582,NA,"",37.465669,-82.615682,1100,"WARFIELD NATURAL GAS CO","5066","KEATHLEY, GROVER C","22-Apr-42",3339,"341OHIO","GAS","",0,"Ohio Sh",37,7,96 +"221",62583,NA,"",37.464021,-82.605043,880,"WARFIELD NATURAL GAS CO","5059","BUSH, M T","21-Dec-41",3038,"341OHIO","GAS","",0,"Ohio Sh",20,51,32 +"222",62586,NA,"",37.471885,-82.613738,1020,"WARFIELD NATURAL GAS CO","5065","BUSH, JOHN B","10-Aug-42",3197,"341OHIO","GAS","",0,"Ohio Sh",42,30,77 +"223",62587,NA,"",37.472671,-82.623606,1059,"WARFIELD NATURAL GAS CO","4596","CLARK, R B","03-Mar-36",3268,"341OHIO","GAS","",0,"Ohio Sh",17,42,46 +"224",62590,16071009750000," N10662",37.554493,-82.749484,660,"WARFIELD NATURAL GAS CO","3914","ALLEN, TROY","15-Aug-29",2415,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",14,46,46 +"225",62592,16071015410000," N21123",37.57367,-82.748447,920,"WARFIELD NATURAL GAS CO","4305","COMBS, TOWNSEL","11-Aug-31",2643,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",37,3,56 +"226",62641,16071007160000," 905E",37.45769,-82.595349,1275,"UNITED FUEL GAS CO","4986","ROBERTS, RHODA J","17-Mar-41",3092,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",27,95,17 +"227",62701,NA,"",37.702815,-82.680568,725,"WARFIELD NATURAL GAS CO","4650","CLINE, A P","22-Aug-36",2323,"341OHIO","GAS","",0,"Ohio Sh",35,1,32 +"228",62742,NA,"",37.675232,-82.728151,795,"WARFIELD NATURAL GAS CO","4722","MAYO, G W","09-Apr-37",2405,"341OHIO","GAS","",0,"Ohio Sh",63,17,75 +"229",62744,NA,"",37.696664,-82.680102,660,"WARFIELD NATURAL GAS CO","4725","WARD, MALCOLM","23-Apr-37",2500,"341OHIO","GAS","",0,"Ohio Sh",70,100,90 +"230",62748,NA,"",37.691463,-82.701606,840,"WARFIELD NATURAL GAS CO","4720","PORTER, BELLE","04-May-37",2579,"341OHIO","GAS","COLUMBIA GAS TRANSMISSION CORP",0,"Ohio Sh",54,93,83 +"231",62836,16071003420000," 25264",37.686629,-82.722714,743,"COLUMBIA GAS TRANSMISSION 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Sh",89,69,26 +"238",63816,NA,"",37.708662,-82.649532,835,"WARFIELD NATURAL GAS CO","5091","CRIDER, ELSIE","16-Apr-42",2704,"341OHIO","GAS","",0,"Ohio Sh",50,52,67 +"239",63819,NA,"",37.68965,-82.638344,840,"WARFIELD NATURAL GAS CO","5092","MAYNARD, TAULBEE","21-Apr-42",2663,"341OHIO","GAS","",0,"Ohio Sh",69,66,60 +"240",63931,16159005020000," 2117EF",37.741474,-82.564742,1077,"UNITED FUEL GAS CO","8228","CLINE, DOLLIE","19-Aug-54",3129,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",9,84,23 +"241",63936,NA," 947EF",37.736217,-82.500346,718,"UNITED FUEL GAS CO","6665","MUNCY, HOMER ET AL","13-Oct-53",2959,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",64,83,67 +"242",64006,16159004970000," 1634EF",37.701883,-82.566265,841,"UNITED FUEL GAS CO","8119","RUMSEY, GEORGE A ET AL","20-Nov-53",2962,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",22,17,48 +"243",64007,16159004960000," 1573EF",37.697489,-82.523623,1252,"UNITED FUEL GAS CO","8101","RUMSEY, GEORGE A ET AL","20-Mar-54",3421,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",5,34,51 +"244",64008,16159005140000," 4384E",37.716077,-82.567751,765,"UNITED FUEL GAS CO","6311","MCCOY, P P ET AL","27-Jun-58",4102,"357CLNTS","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Clinton Sd",47,72,97 +"245",64032,16159002840000," 36771",37.727484,-82.577871,1090,"PLATEAU RESOURCE DEVELOPMENT CO","6","BLACKBURN, FOCH","23-Jan-80",3328,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",13,84,49 +"246",64680,NA,"",37.560449,-82.647118,650,"WARFIELD NATURAL GAS CO","4581","STRATTON, R P HEIRS","29-Nov-35",2710,"341OHIO","GAS","",0,"Ohio Sh",46,75,35 +"247",64751,NA,"",37.507103,-82.666027,1210,"WARFIELD NATURAL GAS CO","4522","MARTIN, NOAH","06-Oct-34",3187,"341OHIO","GAS","",0,"Ohio Sh",23,77,81 +"248",64753,16071006680000," 69",37.503433,-82.657584,690,"WARFIELD NATURAL GAS CO","4380","HAMILTON, JOHN N","11-Sep-33",2702,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",59,58,63 +"249",65079,NA,"",37.865019,-82.479523,1080,"WARFIELD NATURAL GAS CO","1863","COLLINSWORTH, M D","24-Dec-30",3048,"341OHIO","GAS","",0,"Ohio Sh",38,97,97 +"250",65086,NA,"",37.874631,-82.479956,1010,"WARFIELD NATURAL GAS CO","4703","COLLINSWORTH, M D","27-Mar-37",2967,"341OHIO","GAS","",0,"Ohio Sh",83,85,70 +"251",65167,NA," 4259EF",37.828528,-82.450519,1040,"UNITED FUEL GAS CO","6257","RATLIFF, W V","15-Jan-48",3059,"341OHIO","GAS","",0,"Ohio Sh",94,96,92 +"252",65186,NA,"",37.807003,-82.476411,950,"WARFIELD NATURAL GAS CO","5046","FEDERAL GAS, OIL & COAL CO","10-Feb-42",3045,"341OHIO","GAS","",0,"Ohio Sh",64,94,92 +"253",65187,NA,"",37.814058,-82.479872,1150,"WARFIELD NATURAL GAS CO","5034","BLANKENSHIP, A B","06-Oct-41",3181,"341OHIO","GAS","",0,"Ohio Sh",21,31,23 +"254",65189,NA,"",37.823258,-82.422206,700,"WARFIELD NATURAL GAS CO","2577","ROSS, FRANK","16-May-23",2711,"341OHIO","GAS","",0,"Ohio Sh",59,13,40 +"255",65313,NA,"",37.838963,-82.470476,860,"WARFIELD NATURAL GAS CO","1564","KIRK, J D","22-Jan-26",2604,"341OHIO","GAS","",0,"Ohio Sh",68,82,88 +"256",65315,NA,"",37.813646,-82.465109,1050,"WARFIELD NATURAL GAS CO","4539","KIRK, J D","07-Jan-35",3144,"341OHIO","GAS","",0,"Ohio Sh",4,88,28 +"257",65546,NA,"",37.769784,-82.485625,735,"UNITED FUEL GAS CO","6510","MOORE, J G","07-Mar-49",3001,"341OHIO","GAS","",0,"Ohio Sh",74,29,95 +"258",65571,NA,"",37.809897,-82.462903,1010,"WARFIELD NATURAL GAS CO","5045","FEDERAL GAS, OIL & COAL CO","08-Nov-41",3190,"341OHIO","GAS","",0,"Ohio Sh",93,73,44 +"259",65593,16159002400000," 31020",37.775878,-82.494164,934,"COLUMBIA GAS TRANSMISSION CORP","20336","COLUMBIA GAS TRANSMISSION CORP","07-Nov-76",3441,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",81,32,3 +"260",65619,16159002820000," 34540",37.774631,-82.452802,759,"PLATEAU RESOURCE DEVELOPMENT CO","PR4","JUDE, JOHN E","15-Jun-79",3178,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",35,7,50 +"261",65652,16159005480000," 686EF",37.755453,-82.448486,740,"UNITED FUEL GAS CO","6757","HOWARD, J H","08-Sep-51",3117,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",98,83,20 +"262",65654,16159005030000," 3733EF",37.752844,-82.436487,935,"UNITED FUEL GAS CO","8290","TRIPLETT, KIZZIE","07-Aug-57",3378,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",20,32,43 +"263",65657,16159005490000," 814EF",37.761821,-82.460916,778,"UNITED FUEL GAS CO","6780","FREDERICK, SARAH ET AL","13-Nov-51",3100,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",87,82,47 +"264",65660,16159014480000," 362E0",37.785668,-82.385929,976,"UNITED FUEL GAS CO","8769","FERRELL, ELSIE ET AL","01-Sep-60",3454,"341OHIO","GAS","",0,"Ohio Sh",23,88,20 +"265",65661,16159004850000," 802E9",37.784598,-82.396234,691,"UNITED FUEL GAS CO","8781","EVANS, OCTAVIA ET AL","09-Jan-60",3164,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",17,8,10 +"266",65673,16159002420000," 33158",37.753806,-82.385967,802,"COLUMBIA GAS TRANSMISSION CORP","20461","POCAHONTAS KENTUCKY CORP","07-Aug-78",3665,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",9,14,38 +"267",65714,16159004980000," 1717EF",37.790983,-82.382335,1026,"UNITED FUEL GAS CO","8130","GOFF HEIRS","11-Mar-54",3478,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",73,48,19 +"268",65714,16159004980000," 1717EF",37.790983,-82.382335,1026,"UNITED FUEL GAS CO","8130","GOFF HEIRS","08-Jan-99",3478,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",1,"Ohio Sh",96,76,84 +"269",65834,16159005070000," 559E",37.920786,-82.496707,860,"UNITED FUEL GAS CO","","FAIRCHILD, J R","22-May-57",2825,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",89,31,90 +"270",66056,16159002520000," 795",37.748451,-82.360862,1397,"UNITED FUEL GAS CO","8956","GOFF HEIRS","31-Jan-61",3966,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",18,57,87 +"271",66069,16159005340000," 787E8",37.747254,-82.342392,910,"UNITED FUEL GAS CO","8673","GOFF, J B HEIRS","22-Jan-59",3465,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",89,69,56 +"272",66261,16159003840000," 33603",37.698627,-82.473751,1166,"COLUMBIA GAS TRANSMISSION CORP","20372","POCAHONTAS KENTUCKY CORP","14-Sep-78",3804,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",73,48,65 +"273",66346,16159002440000," 33449",37.670885,-82.454706,1042,"COLUMBIA GAS TRANSMISSION CORP","20586","POCAHONTAS LAND CORP","04-Sep-78",3886,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",11,79,67 +"274",66347,16159003820000," 31155",37.694508,-82.43869,740,"COLUMBIA GAS TRANSMISSION CORP","20337","POCAHONTAS LAND CORP","16-Nov-76",3602,"341OHIO","GAS","NEW RIVER ENERGY CORPORATION",0,"Ohio Sh",100,13,12 +"275",66720,16159002460000," 32581",37.702433,-82.438767,711,"COLUMBIA GAS TRANSMISSION CORP","20460","POCAHONTAS LAND CORP","23-Sep-77",3365,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",76,34,87 +"276",66722,16159003830000," 33602",37.734805,-82.391152,928,"COLUMBIA GAS TRANSMISSION CORP","20371","POCAHONTAS KENTUCKY CORP","16-Aug-78",3372,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",99,98,79 +"277",67140,NA,"",37.673807,-82.652246,636,"WARFIELD NATURAL GAS CO","4736","HUNT, ANGIE","10-Jul-37",2496,"341OHIO","GAS","",0,"Ohio Sh",72,74,92 +"278",67143,16071007470000," 3228E",37.351511,-82.756709,1172,"WARFIELD NATURAL GAS CO","5196","ELKHORN COAL CORP","17-Jul-43",3068,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",39,47,79 +"279",67207,16159005230000," 3916EF",37.772052,-82.329912,920,"UNITED FUEL GAS CO","8482","MAYNARD, HENRY","12-Oct-57",3491,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",30,43,88 +"280",67211,16159004830000," 944E8",37.781411,-82.369088,787,"UNITED FUEL GAS CO","8779","MURPHY, TILDA ET AL","13-Mar-59",3256,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",51,40,77 +"281",67234,16159002620000," 23905",37.750648,-82.37179,1035,"UNITED FUEL GAS CO","9599","FEDERAL GAS, OIL & COAL CO","11-Dec-70",3585,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",41,98,82 +"282",67645,16159009670000," N21125",37.940566,-82.505334,820,"WARFIELD NATURAL GAS CO","5310","FEDERAL GAS, OIL & COAL CO","04-Jan-44",2763,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",41,69,53 +"283",67650,NA,"",37.920192,-82.505593,700,"WARFIELD NATURAL GAS CO","4887","WILES, E D","08-Aug-40",2674,"341OHIO","GAS","",0,"Ohio Sh",22,6,28 +"284",67651,NA,"",37.918864,-82.520307,880,"WARFIELD NATURAL GAS CO","4728","FAIRCHILD, J R","19-May-37",2788,"341OHIO","GAS","",0,"Ohio Sh",30,25,8 +"285",67686,NA,"",37.903021,-82.515973,950,"WARFIELD NATURAL GAS CO","5047","BLACKBURN, CALLIE","01-Dec-41",2927,"341OHIO","GAS","",0,"Ohio Sh",23,98,34 +"286",67700,16159009950000," 3538E",37.914288,-82.513421,1040,"WARFIELD NATURAL GAS CO","5449","FEDERAL COAL AND COKE CO","28-Oct-44",3029,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",89,40,28 +"287",67754,16159002810000," 34439",37.890542,-82.581601,683,"PLATEAU RESOURCE DEVELOPMENT CO","3","HINKLE, ORAN & RUBY","18-May-79",2628,"341OHIO","GAS","INTERSTATE NATURAL GAS CO",0,"Ohio Sh",89,39,20 +"288",67874,NA,"",37.897897,-82.515241,880,"WARFIELD NATURAL GAS CO","5048","RICHMOND, B F ET AL","28-Feb-42",2842,"341OHIO","GAS","",0,"Ohio Sh",56,39,33 +"289",67876,16159006310000," 158",37.883839,-82.551434,623,"WARFIELD NATURAL GAS CO","4391","ROBINSON, VIRGIE","20-Apr-34",2605,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",36,64,33 +"290",67877,NA,"",37.899064,-82.533121,790,"WARFIELD NATURAL GAS CO","4530","BLACKBURN, CALLIE","24-Sep-34",2745,"341OHIO","GAS","",0,"Ohio Sh",7,80,73 +"291",67879,NA,"",37.893915,-82.533553,800,"WARFIELD NATURAL GAS CO","5249","FEDERAL GAS, OIL & COAL CO","09-Aug-43",2797,"341OHIO","GAS","",0,"Ohio Sh",16,27,79 +"292",67882,16159006550000," N7313",37.887821,-82.526797,820,"WARFIELD NATURAL GAS CO","4615","FEDERAL GAS, OIL & COAL CO","12-Sep-36",2845,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",21,3,69 +"293",67884,NA,"",37.897691,-82.506976,1038,"WARFIELD NATURAL GAS CO","5443","FEDERAL GAS, OIL & COAL CO","28-Aug-44",2997,"341OHIO","GAS","",0,"Ohio Sh",7,90,9 +"294",68072,16195011210000," 36797",37.668864,-82.566235,740,"KENTUCKY WEST VIRGINIA GAS CO","1730","TAYLOR, J M","01-Jul-80",2910,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",20,90,80 +"295",68129,NA,"",37.856385,-82.502598,780,"WARFIELD NATURAL GAS CO","4598","STEPP, AARON","12-Mar-36",2711,"341OHIO","GAS","",0,"Ohio Sh",100,41,89 +"296",68132,NA,"",37.847417,-82.598837,740,"KENTUCKY WEST VIRGINIA GAS CO","5112","MILLS, L T","",484,"327SALT","GAS","",0,"Salt Sd",30,79,46 +"297",68288,16159007560000," 3697E",37.778624,-82.506098,900,"WARFIELD NATURAL GAS CO","5601","FEDERAL GAS, OIL & COAL CO","03-Feb-46",3054,"341OHIO","GAS","CHESAPEAKE APPALACHIA, LLC",0,"Ohio Sh",18,62,63 +"298",69114,16195010060000," 38468",37.58505,-82.522275,918,"KENTUCKY WEST VIRGINIA GAS CO","1693","MILLER, EUGENE ET AL","04-Sep-80",3315,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",73,93,17 +"299",70031,NA,"",37.433059,-82.57011,830,"WARFIELD NATURAL GAS CO","5082","AKERS, GEORGE W","17-Jul-42",3201,"341OHIO","GAS","",0,"Ohio Sh",39,88,53 +"300",70124,NA,"",37.464195,-82.571145,870,"WARFIELD NATURAL GAS CO","4563","MOORE, HENRY","13-Nov-35",3217,"341OHIO","GAS","",0,"Ohio Sh",68,87,98 +"301",70438,16195013610000," 32089",37.488516,-82.398145,1238,"KENTUCKY WEST VIRGINIA GAS CO","7255","CHARLES, H G","25-Oct-77",4115,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",95,100,79 +"302",70630,16115004300000," 27122",37.71591,-82.901355,823,"KENTUCKY WEST VIRGINIA GAS CO","7211","COLLINS, J W","05-Jan-73",2663,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",64,30,98 +"303",70632,16115003180000," 14458",37.727771,-82.885639,755,"KENTUCKY WEST VIRGINIA GAS CO","1279","JOHNSON, BUEL","20-Sep-65",1755,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",24,50,95 +"304",70633,16115004290000," 26590",37.723792,-82.903689,819,"KENTUCKY WEST VIRGINIA GAS CO","7188","RICE, B G","19-Apr-73",2642,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",90,16,8 +"305",71680,NA,"",37.891229,-82.601559,806,"KENTUCKY WEST VIRGINIA GAS CO","5137","BOYD, WILLIAM","10-Apr-31",2636,"341OHIO","GAS","",0,"Ohio Sh",96,30,99 +"306",71688,NA,"",37.837822,-82.664034,1050,"KENTUCKY WEST VIRGINIA GAS CO","5785","YORK, J F","09-Feb-48",2590,"341OHIO","GAS","",0,"Ohio Sh",9,85,3 +"307",71787,16115008780000," N1257",37.765843,-82.67607,669,"KENTUCKY WEST VIRGINIA GAS CO","5505","COLLINS, J M","20-Mar-44",2317,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",31,71,66 +"308",71790,16115007960000," N20868",37.769646,-82.688055,780,"KENTUCKY WEST VIRGINIA GAS CO","5523","PORTER, MARY C","27-Jun-44",2306,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",76,85,7 +"309",71791,16115008040000," N21083",37.771061,-82.669694,740,"KENTUCKY WEST VIRGINIA GAS CO","5532","WELLS, ALBERT G","15-Jun-44",2394,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",29,50,55 +"310",71809,16115007900000," N20369",37.740897,-82.698841,700,"KENTUCKY WEST VIRGINIA GAS CO","5610","CLARK, SAM","28-Nov-45",3065,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",12,89,96 +"311",71810,16115007910000," N20370",37.748902,-82.712863,630,"KENTUCKY WEST VIRGINIA GAS CO","5679","CLARK, SAM","04-Nov-46",2112,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",1,76,45 +"312",71815,16115008010000," N21081",37.738648,-82.692064,790,"KENTUCKY WEST VIRGINIA GAS CO","5629","WELLS, HENRY C HEIRS","22-Apr-46",2413,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",43,57,32 +"313",71819,16115008050000," N21084",37.748449,-82.680273,670,"KENTUCKY WEST VIRGINIA GAS CO","5493","WELLS, G W","28-Jan-44",2365,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",26,99,13 +"314",71820,16115004260000," 18808",37.749409,-82.68909,902,"KENTUCKY WEST VIRGINIA GAS CO","6972","WELLS, G W","14-Jul-67",2503,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",7,7,62 +"315",71823,16115007990000," N20973",37.744178,-82.678838,680,"KENTUCKY WEST VIRGINIA GAS CO","5571","SPEARS, A M","31-Jan-45",2330,"341OHIO","GAS","",0,"Ohio Sh",71,26,60 +"316",71907,16115007930000," N20433",37.761518,-82.691116,670,"KENTUCKY WEST VIRGINIA GAS CO","5522","DAVIS, G W","18-Apr-44",2239,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",25,20,35 +"317",71927,16115009680000," N2904",37.760652,-82.667409,720,"KENTUCKY WEST VIRGINIA GAS CO","5474","WELLS, ALLEN C","07-Sep-43",2418,"341OHIO","GAS","BEECH FORK PROCESSING, INC",0,"Ohio Sh",72,38,77 +"318",72075,16115007950000," N20817",37.834252,-82.675941,670,"KENTUCKY WEST VIRGINIA GAS CO","5827","MOLLETT, WILLIAM E","09-Aug-48",2146,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",20,30,94 +"319",72132,NA,"",37.845332,-82.672294,900,"KENTUCKY WEST VIRGINIA GAS CO","5817","WHITEHOUSE CANNEL COAL CO","02-Jun-48",2598,"341OHIO","GAS","",0,"Ohio Sh",68,75,16 +"320",74355,16153023530000," N11091",37.548078,-82.92747,1020,"KENTUCKY WEST VIRGINIA GAS CO","167","SHEPHERD, J B","",2365,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",18,40,31 +"322",74625,16153011310000," 25913",37.563605,-82.937531,1079,"KENTUCKY WEST VIRGINIA GAS CO","1003","WIREMAN, AMOS","27-Oct-72",3022,"357RHLL","GAS","EQUITABLE PRODUCTION COMPANY",0,"Rose Hill",12,53,22 +"323",75042,16153023640000," N20574",37.591092,-82.918047,980,"KENTUCKY WEST VIRGINIA GAS CO","854","GREEN, GRANT","18-Jul-47",2255,"341OHIO","GAS","",0,"Ohio Sh",32,44,51 +"324",75181,16153014090000," 96EF",37.595057,-82.911145,1054,"KENTUCKY WEST VIRGINIA GAS CO","5891","HOWARD, WILLIAM","02-Aug-49",1223,"332MAXN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Maxon Sd",61,20,75 +"325",75183,16153023630000," 1193EF",37.587041,-82.899655,1205,"KENTUCKY WEST VIRGINIA GAS CO","850","COLLINS, M M","26-Jan-53",2559,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",12,61,4 +"326",75187,16153014110000," 193EF",37.590845,-82.905924,1111,"KENTUCKY WEST VIRGINIA GAS CO","5928","HOWARD, WILLIAM","27-Apr-50",2385,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",72,69,64 +"327",75188,16153014100000," 141EF",37.599272,-82.904544,1171,"KENTUCKY WEST VIRGINIA GAS CO","5911","HOWARD, WILLIAM","23-Nov-49",2454,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",90,53,75 +"328",75264,NA,"",37.532263,-82.923793,1180,"KENTUCKY WEST VIRGINIA GAS CO","227","SHEPHERD, WILLIAM","25-Oct-27",2564,"341OHIO","GAS","",0,"Ohio Sh",96,79,58 +"329",75265,16153011240000," 8910",37.525603,-82.92529,1077,"KENTUCKY WEST VIRGINIA GAS CO","278","SHEPHERD, WILLIAM","06-Jul-63",2482,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",87,99,3 +"330",75857,16193005100000," 13732",37.181644,-83.040083,1327,"KENTUCKY WEST VIRGINIA GAS CO","6885","BRASHEAR, WILLIAM C","04-Nov-65",3587,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",80,1,57 +"331",75879,16193005330000," 17910",37.167504,-83.054143,1456,"KENTUCKY WEST VIRGINIA GAS CO","6948","FIELDS, WILLIAM","04-Jan-67",3738,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",47,71,1 +"332",75885,16193006030000," 30291",37.179007,-83.051947,1321,"KENTUCKY WEST VIRGINIA GAS CO","7246","FIELDS, WILLIAM","26-Mar-76",3592,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",10,20,58 +"333",75908,NA,"",37.550412,-82.91339,1257,"KENTUCKY WEST VIRGINIA GAS CO","296","WIREMAN, NANCY J","25-May-30",2632,"341OHIO","GAS","",0,"Ohio Sh",36,28,34 +"334",76119,16193003300000," 26387",37.077179,-83.085621,1363,"KENTUCKY WEST VIRGINIA GAS CO","1550","MINIARD, DENVER","01-Mar-73",3807,"344CORN","GAS","",0,"Corniferous",69,3,93 +"335",76122,16193006070000," 32264",37.06241,-83.085218,1493,"KENTUCKY WEST VIRGINIA GAS CO","7257","KENTUCKY UNION CO","24-Oct-77",4005,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",59,94,8 +"336",76127,16193002520000," 23415",37.079527,-83.07976,1337,"KENTUCKY WEST VIRGINIA GAS CO","1435","HALCOMB, ARCH, ET AL","04-Jun-70",3778,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",94,5,71 +"337",76461,16193005880000," 27892",37.107416,-83.06118,1302,"KENTUCKY WEST VIRGINIA GAS CO","7229","RIDDLE, JAMES","09-Apr-75",3720,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",34,59,83 +"338",76470,16193002350000," 21941",37.092953,-83.118682,1253,"KENTUCKY WEST VIRGINIA GAS CO","1403","EBLEN, M K","15-May-69",3621,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",26,66,22 +"339",76474,16193006050000," 30819",37.087272,-83.093582,1662,"KENTUCKY WEST VIRGINIA GAS CO","7250","KENTUCKY UNION CO","04-Jun-76",4137,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",76,74,95 +"340",76498,16193003370000," 30449",37.087547,-83.08377,1229,"KENTUCKY WEST VIRGINIA GAS CO","1626","HORN, JESSIE AND LUCRETIA COMBS","30-Apr-76",3656,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",88,34,17 +"341",76508,16193002420000," 22205",37.096018,-83.092458,1309,"KENTUCKY WEST VIRGINIA GAS CO","1413","HORN, JESSIE AND LUCRETIA COMBS","10-Sep-69",3690,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",82,9,3 +"342",76587,16193002230000," 20320",37.115596,-83.089574,1222,"KENTUCKY WEST VIRGINIA GAS CO","1363","CORNETT, ASBEL","25-Jun-68",3610,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",76,28,29 +"343",76607,16193002410000," 22210",37.111943,-83.105829,1226,"KENTUCKY WEST VIRGINIA GAS CO","1412","CORNETT, CARRIE","02-Dec-69",3570,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",8,35,26 +"344",76633,16193008780000," 32402",37.091964,-83.07568,1340,"KENTUCKY WEST VIRGINIA GAS CO","1659","HORN, JESSIE AND KY UNION CO","13-Nov-77",3755,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",57,53,13 +"345",77034,16193005310000," 17158",37.132054,-83.101947,1153,"KENTUCKY WEST VIRGINIA GAS CO","6937","CORNETT, W M","23-Sep-66",3438,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",59,86,58 +"346",77062,16193005340000," 17989",37.183677,-83.090542,1243,"KENTUCKY WEST VIRGINIA GAS CO","6951","MCINTYRE & LUSK","08-Feb-67",3423,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",23,88,34 +"347",77093,16193000970000," 14544",37.216419,-83.102979,1076,"KENTUCKY WEST VIRGINIA GAS CO","1283","COMBS, FLOYD H","26-Oct-65",3165,"344CORN","GAS","JOURNEY OPERATING, LLC",0,"Corniferous",11,13,1 +"348",77099,16193007900000," 15799",37.162822,-83.085907,1133,"KENTUCKY WEST VIRGINIA GAS CO","1297","MCINTYRE, JANE","31-Aug-66",3424,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",63,46,4 +"349",77130,16193007880000," 20671",37.162135,-83.110833,1513,"KENTUCKY WEST VIRGINIA GAS CO","7017","HALL, JAMES M","20-Aug-68",3784,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",25,89,81 +"350",77476,16115004250000," 18390",37.722666,-82.889268,815,"KENTUCKY WEST VIRGINIA GAS CO","6959","RICE, A J","15-Jun-67",2682,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",87,62,90 +"351",78732,16193005700000," 25357",37.229583,-83.253331,1038,"KENTUCKY WEST VIRGINIA GAS CO","7152","FIELDS, W C","28-Feb-72",2923,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",75,87,5 +"352",78733,16193005790000," 26480",37.220718,-83.265722,1130,"KENTUCKY WEST VIRGINIA GAS CO","7182","SHEPHERD, J M","05-Feb-73",3041,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",76,8,36 +"353",78746,16193005810000," 26626",37.242199,-83.270962,1239,"KENTUCKY WEST VIRGINIA GAS CO","7190","STACY, ALFRED","09-May-73",3045,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",66,22,53 +"354",78747,16193008490000," 26791",37.249518,-83.272816,1194,"KENTUCKY WEST VIRGINIA GAS CO","7201","STACY, F S","31-Jul-73",2999,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",54,44,67 +"355",78819,16193005770000," 26129",37.238277,-83.261239,1100,"KENTUCKY WEST VIRGINIA GAS CO","7173","FIELDS, B T","16-Nov-72",2982,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",9,93,5 +"356",78820,16193005710000," 25491",37.238509,-83.252645,998,"KENTUCKY WEST VIRGINIA GAS CO","7156","FIELDS, B T","30-May-72",2862,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",3,89,94 +"357",78828,16193003360000," 30219",37.383127,-83.125053,932,"KENTUCKY WEST VIRGINIA GAS CO","1624","TURNER, CICLEY ETAL","14-Apr-76",2628,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",35,54,60 +"358",78904,16193005110000," 13803",37.190912,-83.135713,1147,"KENTUCKY WEST VIRGINIA GAS CO","6887","BRASHEARS, JOHN J","25-Aug-65",3318,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",88,88,51 +"359",79003,16193002440000," 22245",37.162959,-83.209118,1385,"KENTUCKY WEST VIRGINIA GAS CO","1416","FORDSON COAL CO","12-Aug-69",3562,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",38,85,20 +"360",79265,16193005290000," 16641",37.184252,-83.177392,1639,"KENTUCKY WEST VIRGINIA GAS CO","6935","DAVIS, R O","26-Jul-66",3820,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",9,18,81 +"361",79268,16193005300000," 16971",37.170881,-83.182026,1315,"KENTUCKY WEST VIRGINIA GAS CO","6936","PRATT, JAMES D","26-Aug-66",3516,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",47,18,64 +"362",79456,16193005570000," 21738",37.182235,-83.186731,1507,"KENTUCKY WEST VIRGINIA GAS CO","7037","MILLER, W H","19-Feb-69",3657,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",47,56,18 +"363",79489,16193005730000," 25701",37.133608,-83.192967,1412,"KENTUCKY WEST VIRGINIA GAS CO","7162","RAWLINS, J L","30-Jun-72",3637,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",85,56,58 +"364",79499,16193002480000," 22625",37.160718,-83.20204,1385,"KENTUCKY WEST VIRGINIA GAS CO","1424","FORDSON COAL CO","21-Oct-69",3556,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",89,9,40 +"365",79722,16193005840000," 26771",37.330613,-83.177382,1237,"KENTUCKY WEST VIRGINIA GAS CO","7200","COMBS, HARRISON","31-Aug-73",3011,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",82,95,52 +"366",79800,16193005830000," 26772",37.304187,-83.208655,1116,"KENTUCKY WEST VIRGINIA GAS CO","7197","NAPIER, N N","20-Jun-73",2915,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",58,1,86 +"367",79802,16193005800000," 26515",37.304889,-83.198006,1239,"KENTUCKY WEST VIRGINIA GAS CO","7186","COMBS, JACKSON","28-Mar-73",3037,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",13,39,68 +"368",79804,16193005850000," 27016",37.332261,-83.184775,1250,"KENTUCKY WEST VIRGINIA GAS CO","7208","NAPIER, T G","29-Oct-73",2972,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",95,2,8 +"369",79871,16193005780000," 26331",37.297391,-83.196391,1128,"KENTUCKY WEST VIRGINIA GAS CO","7176","COMBS, JACKSON","23-Dec-72",2951,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",87,5,70 +"370",79877,16193004330000," 25642",37.295427,-83.172059,1007,"KENTUCKY WEST VIRGINIA GAS CO","6725","GODSEY, WILLIAM W","05-Jul-72",2901,"344CORN","GAS","JOURNEY OPERATING, LLC",0,"Corniferous",43,10,88 +"371",80097,16193002450000," 22263",37.112778,-83.125715,1420,"KENTUCKY WEST VIRGINIA GAS CO","1417","SHELL, CHARLIE ET UX","11-Sep-69",3730,"344CORN","GAS","EQUITABLE PRODUCTION COMPANY",0,"Corniferous",28,90,75 +"372",80159,16193006090000," 32781",37.325575,-83.154814,1422,"KENTUCKY WEST VIRGINIA GAS CO","7265","BREWER, WILLIAM","30-May-78",3257,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",4,12,15 +"373",81307,16115003220000," 20165",37.813052,-82.85421,627,"KENTUCKY WEST VIRGINIA GAS CO","1357","CONLEY, ELMER G","22-Feb-68",2308,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",79,87,30 +"374",81318,16115003230000," 20544",37.81804,-82.853168,833,"KENTUCKY WEST VIRGINIA GAS CO","1368","CONLEY, ELMER G ET AL","06-Jun-68",2522,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",41,21,48 +"375",81334,16115003210000," 18604",37.794508,-82.847059,886,"KENTUCKY WEST VIRGINIA GAS CO","1335","RICE, CRATE ET AL","30-Jun-67",2608,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",96,42,14 +"376",81343,16115003240000," 24762",37.804806,-82.843597,709,"KENTUCKY WEST VIRGINIA GAS CO","1493","RICE, CRATE ET AL","26-Aug-71",2428,"355BGSX","GAS","EQUITABLE PRODUCTION COMPANY",0,"Big Six Sd",63,54,75 +"377",81378,16115009620000," 13536",37.792311,-82.8594,802,"KENTUCKY WEST VIRGINIA GAS CO","1269","RICE, HAROLD B","19-May-65",2548,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",87,1,46 +"378",81379,16115003170000," 14022",37.785418,-82.859804,742,"KENTUCKY WEST VIRGINIA GAS CO","1274","RICE, AMANDA A","04-Jul-65",1656,"341OHIO","GAS","EQUITABLE PRODUCTION COMPANY",0,"Ohio Sh",24,12,85 +"379",81380,16115007920000," 16340",37.797691,-82.851961,760,"KENTUCKY WEST VIRGINIA GAS CO","1308","CONLEY, LORA","11-Jun-66",2497,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",95,99,46 +"380",81412,16115003250000," 25468",37.790979,-82.831487,760,"KENTUCKY WEST VIRGINIA GAS CO","1520","THOMAS, HARRY","10-May-72",2547,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",51,72,18 +"381",81417,NA,"N120881",37.793916,-82.771393,750,"KENTUCKY WEST VIRGINIA GAS CO","5587","PRESTON, JESSE","",2850,"357CLNT","GAS","",0,"Clinton Sh",100,68,31 +"382",81447,16115004220000," 10921",37.770855,-82.777971,722,"KENTUCKY WEST VIRGINIA GAS CO","6787","STRONG, H F","11-Mar-64",2815,"357CLNT","GAS","EQUITABLE PRODUCTION COMPANY",0,"Clinton Sh",38,39,28 +"383",81448,NA,"",37.775876,-82.77485,631,"KENTUCKY WEST VIRGINIA GAS CO","5609","ELLIOTT, ABE ESTATE","06-Sep-45",2737,"357CLNT","GAS","",0,"Clinton Sh",47,9,97 From 350ccae405b9fdbac2cfc82ba4ac5508af1e25c3 Mon Sep 17 00:00:00 2001 From: KPhans Date: Thu, 25 Jul 2019 14:11:06 -0400 Subject: [PATCH 08/13] changed init file --- apps/dashr-oil-and-gas-ternary/init.R | 2 ++ 1 file changed, 2 insertions(+) diff --git a/apps/dashr-oil-and-gas-ternary/init.R b/apps/dashr-oil-and-gas-ternary/init.R index d7bc4efc4..8e37f7c9f 100644 --- a/apps/dashr-oil-and-gas-ternary/init.R +++ b/apps/dashr-oil-and-gas-ternary/init.R @@ -48,6 +48,8 @@ remotes::install_github("plotly/dashR", dependencies=FALSE) remotes::install_github("plotly/dash-html-components") remotes::install_github("plotly/dash-core-components") +install.packages('rlist') + From 0db78d6965ccfe533e059a8907c5d04404291332 Mon Sep 17 00:00:00 2001 From: KPhans <48449678+KPhans@users.noreply.github.com> Date: Thu, 25 Jul 2019 14:12:48 -0400 Subject: [PATCH 09/13] Update README.md --- apps/dashr-oil-and-gas-ternary/README.md | 52 +++++++++++++++++++++--- 1 file changed, 46 insertions(+), 6 deletions(-) diff --git a/apps/dashr-oil-and-gas-ternary/README.md b/apps/dashr-oil-and-gas-ternary/README.md index fa03cef95..34efcaa9b 100644 --- a/apps/dashr-oil-and-gas-ternary/README.md +++ b/apps/dashr-oil-and-gas-ternary/README.md @@ -1,10 +1,50 @@ +## dashr-oil-gas-ternary -## Dash-oil-gas-ternary +`dash-oil-gas-ternary` creates a dashboard for mineral composition evaluations from natural gas wells. +By pairing a geographic map of well locations with ternary diagram, this app helps geologists to find out results of gas wells with relationship to formations or rock types. +This is a demo of Dash interactive Python framework developed by [Plotly](https//plot.ly/). -### Deprecated -- no longer actively maintained +![Animated](assets/Screencast.gif) -This app has been moved to [dash sample app mono-repository](https://github.com/plotly/dash-sample-apps). +## Screenshots +![initial](assets/Screenshot.png) -`dash-oil-gas-ternary` creates a dashboard for mineral composition evaluations from natural gas wells. -By pairing geographic map of well locations with ternary diagram, this app helps geologists to find out results of gas wells with relationship to formations or rock types. -This is a demo of Dash interactive Python framework developed by [Plotly](https//plot.ly/). +## Requirements +We suggest you to create a separate virtual environment running Python 3 for this app, and install all of the required dependencies there. Run in Terminal/Command Prompt: + +``` +git clone https://github.com/plotly/dash-sample-apps.git +Run app.R in R Studio +``` +In UNIX system: + +``` +source venv/bin/activate +``` +In Windows: + +``` +venv\Scripts\activate +``` + +To install all of the required packages to this environment, simply run: + +``` +pip install -r requirements.txt +``` + +and all of the required `pip` packages, will be installed, and the app will be able to run. + +## How to use the app +Run this app locally by: +``` +RScript app.R +``` +Open http://127.0.0.1:8050/ in your browser. + +Select a subset of data points from the well map, ternary map or bar graph to visualize cross-filtering to other plots. +Selection can be done by clicking on individual data points, or by using the lasso tool to capture multiple data points or bars. Hold the SHIFT +key while clicking and dragging for multi-region selection. + +## Data source +Historical shale gas production data for selected Devonian Ohio Shale wells http://www.uky.edu/KGS/emsweb/kyogfaq/kyogfaq10.html From 50279c004bc2b806d6c62abe7044f71b013d1fce Mon Sep 17 00:00:00 2001 From: KPhans <48449678+KPhans@users.noreply.github.com> Date: Thu, 25 Jul 2019 14:44:36 -0400 Subject: [PATCH 10/13] Update app.R --- apps/dashr-oil-and-gas-ternary/app.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/apps/dashr-oil-and-gas-ternary/app.R b/apps/dashr-oil-and-gas-ternary/app.R index 92c262abf..288a91cc5 100644 --- a/apps/dashr-oil-and-gas-ternary/app.R +++ b/apps/dashr-oil-and-gas-ternary/app.R @@ -75,7 +75,7 @@ generate_production_plot = function(processed_data){ mode='lines+markers', hoverinfo='x+y+name', marker=list(symbol="hexagram-open", - color=unlist(colormap[well_id$formation]), + color=colormap[[as.character(well_id$formation)]], line=list("width" = "0.5")), line=list( shape='spline' From 36a4ed0b5ca82c55ed392e4dab9b03860ee2a719 Mon Sep 17 00:00:00 2001 From: Kevin Phan <48449678+KPhans@users.noreply.github.com> Date: Wed, 31 Jul 2019 10:52:32 -0400 Subject: [PATCH 11/13] Update app.R --- apps/dashr-oil-and-gas-ternary/app.R | 21 +++------------------ 1 file changed, 3 insertions(+), 18 deletions(-) diff --git a/apps/dashr-oil-and-gas-ternary/app.R b/apps/dashr-oil-and-gas-ternary/app.R index 288a91cc5..14b667175 100644 --- a/apps/dashr-oil-and-gas-ternary/app.R +++ b/apps/dashr-oil-and-gas-ternary/app.R @@ -2,7 +2,6 @@ library(dashHtmlComponents) library(dashCoreComponents) library(dash) library(plotly) -library(rlist) appName <- Sys.getenv("DASH_APP_NAME") if (appName != ""){ @@ -14,7 +13,6 @@ if (appName != ""){ setwd(sprintf("/app/apps/%s", appName)) } - source('constants.R') source('dataprep.R') @@ -25,12 +23,7 @@ Sys.setenv('MAPBOX_TOKEN' = mapbox_access_token) df = read.csv("data/test_compositionR.csv") df_prod = read.csv("data/YearlyProduction_table_1.csv") -colormap = list() -j = 1 -for (i in unique(df$fm_name)) { - colormap[[i]] = colors[[j]] - j = j + 1 -} +colormap <- setNames(colors[1:length(unique(df$fm_name))], unique(df$fm_name)) build_banner = function(){ @@ -82,7 +75,7 @@ generate_production_plot = function(processed_data){ ), showlegend=TRUE ) - data = list.append(data,new_trace) + data = append(data,list(new_trace)) } return(list('data' = data, 'layout' = layout)) @@ -175,7 +168,6 @@ generate_ternary_map = function(dff, selected_data, contour_visible, marker_visi visible=contour_visible ) j = j+1 - #contour_traces = append(contour_traces,as.list(trace)) } contour_text = generate_contour_text_layer(contour_visible) @@ -227,7 +219,6 @@ generate_ternary_map = function(dff, selected_data, contour_visible, marker_visi selectedpoints=select_indices, visible=marker_visible ) - #data_traces = append(data_traces,new_data_trace) j = j+1 } FData = append(contour_traces, contour_text) @@ -513,7 +504,6 @@ app$callback(output = list(id = "form-by-bar", property = "figure"), input("operator-select", "value")), function(map_selected_data, tern_selected_data, op_select){ dff = df[df$op %in% op_select,] - #browser() formations = list(unique(dff['fm_name'])) ctx = app$callback_context() prop_id = "" @@ -559,7 +549,6 @@ app$callback(output = list(id = "ternary-map", property = "figure"), state("ternary-map", "figure")), function(map_selected_data, bar_selected_data, bar_click_data, op_select, layer_select, curr_fig){ - #browser() marker_visible = TRUE contour_visible = TRUE dff = df[df$op %in% op_select,] @@ -636,7 +625,6 @@ app$callback(output = list(id = "well-map", property = "figure"), input("operator-select", "value"), input("mapbox-view-selector", "value")), function(tern_selected_data, bar_selected_data, bar_click_data, op_select, mapbox_view){ - #browser() dff = df[df$op %in% op_select,] formations = list(unique(dff['fm_name'])) ctx = app$callback_context() @@ -690,7 +678,6 @@ app$callback(output = list(id = "production-fig", property = "figure"), input("form-by-bar", "selectedData"), input("operator-select", "value")), function(map_select, tern_select, bar_select, op_select){ - #browser() dff = df[df$op %in% op_select,] ctx = app$callback_context() prop_id = "" @@ -721,16 +708,13 @@ app$callback(output = list(id = "production-fig", property = "figure"), if(length(tern_select) > 0){ processed_data = list('well_id' = list(), 'formation' = list()) for (point in tern_select[['points']]) { - #if('customdata' %in% point){ processed_data[["well_id"]] = append(processed_data[["well_id"]], point$customdata) processed_data[['formation']] = append(processed_data[['formation']], list(dff[dff$RecordNumber == point$customdata, 'fm_name'])) - #} } } - else{ processed_data = processed_data_init } @@ -754,6 +738,7 @@ app$callback(output = list(id = "production-fig", property = "figure"), return(generate_production_plot(processed_data)) }) + if (appName != "") { app$run_server(host = "0.0.0.0", port = Sys.getenv('PORT', 8050)) } else { From 925e84277d12d0db7f92995b5aa7c733f6dbe11d Mon Sep 17 00:00:00 2001 From: Kevin Phan <48449678+KPhans@users.noreply.github.com> Date: Wed, 31 Jul 2019 10:54:43 -0400 Subject: [PATCH 12/13] Update README.md --- apps/dashr-oil-and-gas-ternary/README.md | 22 ++-------------------- 1 file changed, 2 insertions(+), 20 deletions(-) diff --git a/apps/dashr-oil-and-gas-ternary/README.md b/apps/dashr-oil-and-gas-ternary/README.md index 34efcaa9b..f9efd25c0 100644 --- a/apps/dashr-oil-and-gas-ternary/README.md +++ b/apps/dashr-oil-and-gas-ternary/README.md @@ -1,6 +1,6 @@ ## dashr-oil-gas-ternary -`dash-oil-gas-ternary` creates a dashboard for mineral composition evaluations from natural gas wells. +`dashr-oil-gas-ternary` creates a dashboard for mineral composition evaluations from natural gas wells. By pairing a geographic map of well locations with ternary diagram, this app helps geologists to find out results of gas wells with relationship to formations or rock types. This is a demo of Dash interactive Python framework developed by [Plotly](https//plot.ly/). @@ -14,26 +14,8 @@ We suggest you to create a separate virtual environment running Python 3 for thi ``` git clone https://github.com/plotly/dash-sample-apps.git -Run app.R in R Studio +Rscript app.R ``` -In UNIX system: - -``` -source venv/bin/activate -``` -In Windows: - -``` -venv\Scripts\activate -``` - -To install all of the required packages to this environment, simply run: - -``` -pip install -r requirements.txt -``` - -and all of the required `pip` packages, will be installed, and the app will be able to run. ## How to use the app Run this app locally by: From 5c5a026c632c13ffbcbad3b6a1a367cc64ab8056 Mon Sep 17 00:00:00 2001 From: Kevin Phan <48449678+KPhans@users.noreply.github.com> Date: Mon, 12 Aug 2019 22:41:25 -0400 Subject: [PATCH 13/13] Update app.R --- apps/dashr-oil-and-gas-ternary/app.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/apps/dashr-oil-and-gas-ternary/app.R b/apps/dashr-oil-and-gas-ternary/app.R index 14b667175..017ac046b 100644 --- a/apps/dashr-oil-and-gas-ternary/app.R +++ b/apps/dashr-oil-and-gas-ternary/app.R @@ -409,7 +409,7 @@ app$layout(htmlDiv( list("label"= "outdoors", "value"= "outdoors"), list( "label"= "satellite-street", - "value"= "mapbox=//styles/mapbox/satellite-streets-v9" + "value"= "mapbox://styles/mapbox/satellite-streets-v9" ) ), value="basic"

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