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πŸŒ‘πŸ”Ž Tools To Query Tempest Weather Station Data

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Project Status: Active – The project has reached a stable, usable state and is being actively developed. Signed by Signed commit % R-CMD-check Linux build Status Coverage Status Minimal R Version License

tempestwx

Tools To Query WeatherFlow Tempest Weather Station Data

Description

The WeatherFlow (https://weatherflow.com) Tempest Weather System combines state-of-the-art sensors and a sleek, wireless design with WeatherFlow’s proprietary modeling capabilities to seamlessly present validated weather data and improved forecasts. The Tempest API & Developer Platform empowers a growing community of developers to build useful applications and integrations by providing access to enhanced data and forecasts from the Tempest System. Tools are provided to query Tempest Weather station data.

What’s Inside The Tin

The following functions are implemented:

  • latest_device_observation: Get latest device observation
  • latest_forecast: Get latest forecast #’
  • latest_observation: Get latest station observation
  • tempest_pat: Get or set TEMPEST_PAT value
  • tempest_station_meta: Get station metadata
  • udp_logger: Log local UDP Tempest messages to a file

TODO

Cover the following API endpoints:

Installation

remotes::install_github("hrbrmstr/tempestwx")

NOTE: To use the β€˜remotes’ install options you will need to have the {remotes} package installed.

Usage

library(tempestwx)

# current version
packageVersion("tempestwx")
## [1] '0.1.0'

Station Metadata

st <- tempest_station_meta()

str(st)
## List of 2
##  $ stations:'data.frame':    1 obs. of  14 variables:
##   ..$ location_id            : int 67915
##   ..$ station_id             : int 67915
##   ..$ name                   : chr "Long Hall Dr"
##   ..$ public_name            : chr "Long Hall Dr"
##   ..$ latitude               : num 43.3
##   ..$ longitude              : num -70.8
##   ..$ timezone               : chr "America/New_York"
##   ..$ timezone_offset_minutes: int -300
##   ..$ station_meta           :'data.frame':  1 obs. of  3 variables:
##   .. ..$ share_with_wf: logi TRUE
##   .. ..$ share_with_wu: logi FALSE
##   .. ..$ elevation    : num 43.1
##   ..$ last_modified_epoch    : int 1642342198
##   ..$ created_epoch          : int 1642272495
##   ..$ devices                :List of 1
##   .. ..$ :'data.frame':  2 obs. of  8 variables:
##   .. .. ..$ device_id        : int [1:2] 184013 184014
##   .. .. ..$ serial_number    : chr [1:2] "HB-00069665" "ST-00054920"
##   .. .. ..$ location_id      : int [1:2] 67915 67915
##   .. .. ..$ device_meta      :'data.frame':  2 obs. of  4 variables:
##   .. .. .. ..$ agl              : num [1:2] 1.83 1.83
##   .. .. .. ..$ name             : chr [1:2] "HB-00069665" "ST-00054920"
##   .. .. .. ..$ environment      : chr [1:2] "indoor" "outdoor"
##   .. .. .. ..$ wifi_network_name: chr [1:2] "" ""
##   .. .. ..$ device_type      : chr [1:2] "HB" "ST"
##   .. .. ..$ hardware_revision: chr [1:2] "1" "1"
##   .. .. ..$ firmware_revision: chr [1:2] "177" "165"
##   .. .. ..$ device_settings  :'data.frame':  2 obs. of  1 variable:
##   .. .. .. ..$ show_precip_final: logi [1:2] NA TRUE
##   ..$ station_items          :List of 1
##   .. ..$ :'data.frame':  6 obs. of  7 variables:
##   .. .. ..$ location_item_id: int [1:6] 557379 557381 557383 557380 557382 557384
##   .. .. ..$ location_id     : int [1:6] 67915 67915 67915 67915 67915 67915
##   .. .. ..$ device_id       : int [1:6] 184014 184014 184014 184014 184014 184014
##   .. .. ..$ item            : chr [1:6] "air_temperature_humidity" "barometric_pressure" "light" "lightning" ...
##   .. .. ..$ sort            : int [1:6] 0 1 5 2 4 3
##   .. .. ..$ station_id      : int [1:6] 67915 67915 67915 67915 67915 67915
##   .. .. ..$ station_item_id : int [1:6] 557379 557381 557383 557380 557382 557384
##   ..$ is_local_mode          : logi FALSE
##  $ status  :List of 2
##   ..$ status_code   : int 0
##   ..$ status_message: chr "SUCCESS"

Latest Observations

str(
  latest_observation(st$stations$station_id)
)
## List of 12
##  $ station_id   : int 67915
##  $ station_name : chr "Long Hall Dr"
##  $ public_name  : chr "Long Hall Dr"
##  $ latitude     : num 43.3
##  $ longitude    : num -70.8
##  $ timezone     : chr "America/New_York"
##  $ elevation    : num 43.1
##  $ is_public    : logi TRUE
##  $ status       :List of 2
##   ..$ status_code   : int 0
##   ..$ status_message: chr "SUCCESS"
##  $ station_units:List of 7
##   ..$ units_temp     : chr "f"
##   ..$ units_wind     : chr "mph"
##   ..$ units_precip   : chr "in"
##   ..$ units_pressure : chr "inhg"
##   ..$ units_distance : chr "mi"
##   ..$ units_direction: chr "cardinal"
##   ..$ units_other    : chr "imperial"
##  $ outdoor_keys : chr [1:31] "timestamp" "air_temperature" "barometric_pressure" "station_pressure" ...
##  $ obs          :'data.frame':   1 obs. of  31 variables:
##   ..$ timestamp                      : int 1642342216
##   ..$ air_temperature                : num -12.9
##   ..$ barometric_pressure            : num 1026
##   ..$ station_pressure               : num 1026
##   ..$ sea_level_pressure             : num 1031
##   ..$ relative_humidity              : int 50
##   ..$ precip                         : num 0
##   ..$ precip_accum_last_1hr          : num 0
##   ..$ precip_accum_local_day         : num 0
##   ..$ precip_accum_local_day_final   : num 0
##   ..$ precip_accum_local_yesterday   : num 12.1
##   ..$ precip_minutes_local_day       : int 0
##   ..$ precip_minutes_local_yesterday : int 23
##   ..$ wind_avg                       : num 0.4
##   ..$ wind_direction                 : int 42
##   ..$ wind_gust                      : num 0.8
##   ..$ wind_lull                      : num 0
##   ..$ solar_radiation                : int 265
##   ..$ uv                             : num 0.7
##   ..$ brightness                     : int 31742
##   ..$ lightning_strike_count         : int 0
##   ..$ lightning_strike_count_last_1hr: int 0
##   ..$ lightning_strike_count_last_3hr: int 0
##   ..$ feels_like                     : num -12.9
##   ..$ heat_index                     : num -12.9
##   ..$ wind_chill                     : num -12.9
##   ..$ dew_point                      : num -21.2
##   ..$ wet_bulb_temperature           : num -14.3
##   ..$ delta_t                        : num 1.4
##   ..$ air_density                    : num 1.37
##   ..$ pressure_trend                 : chr "rising"

Device Observations

str(
  latest_device_observation(st$stations$devices[[1]]$device_id[2])$obs
)
##  num [1, 1:22] 1.64e+09 0.00 4.10e-01 8.30e-01 4.20e+01 ...

Latest Forecast

knitr::kable(
  latest_forecast(st$stations$station_id[1])$forecast,
  format = "markdown"
)
day_start_local day_num month_num conditions icon sunrise sunset air_temp_high air_temp_low precip_probability precip_icon precip_type
1642309200 16 1 Partly Cloudy partly-cloudy-day 1642335101 1642368894 -5 -20 10 chance-snow snow
1642395600 17 1 Rain Likely rainy 1642421468 1642455368 6 -7 80 chance-rain rain
1642482000 18 1 Wintry Mix Possible possibly-sleet-day 1642507833 1642541842 1 -12 20 chance-sleet sleet
1642568400 19 1 Wintry Mix Possible possibly-sleet-day 1642594196 1642628317 2 -13 20 chance-sleet sleet
1642654800 20 1 Wintry Mix Possible possibly-sleet-day 1642680556 1642714793 1 -11 30 chance-sleet sleet
1642741200 21 1 Clear clear-day 1642766915 1642801269 -8 -15 10 chance-snow snow
1642827600 22 1 Snow Possible possibly-snow-day 1642853271 1642887746 -7 -15 40 chance-snow snow
1642914000 23 1 Snow Possible possibly-snow-day 1642939625 1642974223 -2 -9 40 chance-snow snow
1643000400 24 1 Snow Possible possibly-snow-day 1643025977 1643060701 -4 -11 30 chance-snow snow
1643086800 25 1 Snow Possible possibly-snow-day 1643112327 1643147179 -6 -15 20 chance-snow snow
time conditions icon air_temperature sea_level_pressure relative_humidity precip precip_probability precip_icon wind_avg wind_direction wind_direction_cardinal wind_gust uv feels_like local_hour local_day precip_type
1642345200 Clear clear-day -13 1030.00 49 0.00 0 chance-snow 0 259 W 0 1 -14 10 16 NA
1642348800 Clear clear-day -11 1029.40 42 0.00 0 chance-snow 0 251 WSW 0 1 -11 11 16 NA
1642352400 Clear clear-day -9 1028.10 36 0.00 0 chance-snow 0 235 SW 0 1 -9 12 16 NA
1642356000 Clear clear-day -7 1027.03 28 0.00 0 chance-snow 0 185 S 0 1 -7 13 16 NA
1642359600 Clear clear-day -6 1026.59 27 0.00 0 chance-snow 1 181 S 1 1 -8 14 16 NA
1642363200 Clear clear-day -5 1026.43 29 0.00 0 chance-snow 2 176 S 2 0 -8 15 16 NA
1642366800 Partly Cloudy partly-cloudy-day -6 1026.18 37 0.00 0 chance-snow 1 161 SSE 1 0 -6 16 16 NA
1642370400 Partly Cloudy partly-cloudy-night -8 1025.80 49 0.00 0 chance-snow 0 155 SSE 0 0 -8 17 16 NA
1642374000 Partly Cloudy partly-cloudy-night -8 1025.41 56 0.00 0 chance-snow 0 185 S 0 0 -8 18 16 NA
1642377600 Partly Cloudy partly-cloudy-night -9 1024.90 59 0.00 0 chance-snow 3 296 WNW 3 0 -14 19 16 NA
1642381200 Partly Cloudy partly-cloudy-night -9 1024.60 63 0.00 5 chance-snow 3 264 W 3 0 -15 20 16 snow
1642384800 Cloudy cloudy -9 1023.70 66 0.00 5 chance-snow 3 290 WNW 3 0 -15 21 16 snow
1642388400 Cloudy cloudy -9 1022.40 66 0.00 5 chance-snow 4 4 N 5 0 -15 22 16 snow
1642392000 Cloudy cloudy -8 1021.06 68 0.00 5 chance-snow 4 32 NNE 5 0 -14 23 16 snow
1642395600 Cloudy cloudy -7 1019.61 73 0.00 10 chance-snow 4 53 NE 5 0 -13 0 17 snow
1642399200 Snow Possible possibly-snow-night -6 1017.71 78 2.00 35 chance-snow 4 56 NE 8 0 -12 1 17 snow
1642402800 Snow Likely snow -4 1015.51 83 3.00 50 chance-snow 5 82 E 10 0 -9 2 17 snow
1642406400 Snow Likely snow -1 1013.07 84 5.00 70 chance-snow 6 94 E 12 0 -7 3 17 snow
1642410000 Snow Likely snow 0 1010.31 88 16.00 80 chance-snow 8 102 ESE 14 0 -7 4 17 snow
1642413600 Rain Likely rainy 0 1007.67 94 2.74 80 chance-rain 9 101 E 15 0 -6 5 17 rain
1642417200 Rain Likely rainy 1 1004.87 98 4.10 80 chance-rain 10 101 E 18 0 -6 6 17 rain
1642420800 Rain Likely rainy 1 1001.37 98 5.46 80 chance-rain 10 99 E 18 0 -5 7 17 rain
1642424400 Rain Likely rainy 2 996.97 99 4.85 80 chance-rain 11 94 E 21 0 -5 8 17 rain
1642428000 Rain Likely rainy 3 992.78 98 5.00 80 chance-rain 12 96 E 23 0 -3 9 17 rain
1642431600 Rain Likely rainy 5 988.81 94 4.22 80 chance-rain 12 99 E 24 0 -1 10 17 rain
1642435200 Rain Likely rainy 6 985.46 92 2.88 80 chance-rain 11 120 ESE 21 1 1 11 17 rain
1642438800 Rain Likely rainy 6 983.30 90 1.11 65 chance-rain 8 158 SSE 15 1 2 12 17 rain
1642442400 Rain Possible possibly-rainy-day 6 982.55 84 0.00 25 chance-rain 7 189 S 14 1 2 13 17 rain
1642446000 Cloudy cloudy 6 982.35 82 0.00 15 chance-rain 7 193 SSW 13 1 2 14 17 rain
1642449600 Rain Possible possibly-rainy-day 5 982.35 77 0.00 20 chance-rain 4 197 SSW 8 0 2 15 17 rain
1642453200 Rain Possible possibly-rainy-day 5 982.45 78 0.00 20 chance-rain 5 199 SSW 9 0 1 16 17 rain
1642456800 Cloudy cloudy 4 982.75 81 0.00 15 chance-rain 4 196 SSW 8 0 0 17 17 rain
1642460400 Rain Possible possibly-rainy-night 3 983.25 82 0.00 20 chance-rain 5 204 SSW 9 0 -1 18 17 rain
1642464000 Rain Possible possibly-rainy-night 3 983.55 81 0.00 25 chance-rain 4 205 SSW 8 0 -1 19 17 rain
1642467600 Rain Possible possibly-rainy-night 3 983.69 81 0.00 20 chance-rain 4 206 SSW 8 0 -1 20 17 rain
1642471200 Rain Possible possibly-rainy-night 2 983.69 83 0.00 25 chance-rain 4 210 SSW 8 0 -2 21 17 rain
1642474800 Rain Possible possibly-rainy-night 2 983.79 86 0.00 25 chance-rain 4 213 SSW 8 0 -2 22 17 rain
1642478400 Wintry Mix Possible possibly-sleet-night 1 984.14 83 0.00 20 chance-sleet 4 228 SW 7 0 -3 23 17 sleet
1642482000 Wintry Mix Possible possibly-sleet-night 1 984.80 77 0.00 20 chance-sleet 4 253 WSW 8 0 -4 0 18 sleet
1642485600 Partly Cloudy partly-cloudy-night -1 985.84 70 0.00 10 chance-snow 5 271 W 9 0 -6 1 18 snow
1642489200 Partly Cloudy partly-cloudy-night -1 987.24 68 0.00 5 chance-snow 5 272 W 9 0 -7 2 18 snow
1642492800 Partly Cloudy partly-cloudy-night -2 988.94 63 0.00 5 chance-snow 6 281 W 11 0 -8 3 18 snow
1642496400 Partly Cloudy partly-cloudy-night -3 990.64 58 0.00 0 chance-snow 6 286 WNW 11 0 -9 4 18 NA
1642500000 Partly Cloudy partly-cloudy-night -4 992.54 57 0.00 0 chance-snow 7 289 WNW 12 0 -11 5 18 NA
1642503600 Partly Cloudy partly-cloudy-night -5 994.40 55 0.00 0 chance-snow 7 288 WNW 13 0 -12 6 18 NA
1642507200 Clear clear-night -6 996.24 55 0.00 0 chance-snow 7 286 WNW 12 0 -13 7 18 NA
1642510800 Partly Cloudy partly-cloudy-day -6 998.04 54 0.00 0 chance-snow 7 285 WNW 13 0 -14 8 18 NA
1642514400 Partly Cloudy partly-cloudy-day -6 999.84 52 0.00 0 chance-snow 8 286 WNW 14 0 -14 9 18 NA
1642518000 Clear clear-day -6 1001.28 50 0.00 0 chance-snow 8 290 WNW 15 1 -14 10 18 NA
1642521600 Clear clear-day -6 1002.48 47 0.00 0 chance-snow 9 289 WNW 15 1 -14 11 18 NA
1642525200 Clear clear-day -6 1003.44 43 0.00 0 chance-snow 9 289 WNW 15 2 -14 12 18 NA
1642528800 Clear clear-day -6 1004.68 40 0.00 0 chance-snow 8 289 WNW 15 1 -14 13 18 NA
1642532400 Clear clear-day -6 1006.14 38 0.00 0 chance-snow 8 290 WNW 15 1 -14 14 18 NA
1642536000 Clear clear-day -7 1007.74 38 0.00 0 chance-snow 8 289 WNW 14 0 -15 15 18 NA
1642539600 Clear clear-day -7 1009.44 37 0.00 0 chance-snow 8 292 WNW 14 0 -15 16 18 NA
1642543200 Clear clear-night -8 1011.24 38 0.00 0 chance-snow 7 293 WNW 12 0 -16 17 18 NA
1642546800 Clear clear-night -9 1013.14 38 0.00 0 chance-snow 7 296 WNW 12 0 -17 18 18 NA
1642550400 Clear clear-night -10 1014.80 38 0.00 0 chance-snow 6 298 WNW 11 0 -18 19 18 NA
1642554000 Clear clear-night -10 1016.04 41 0.00 0 chance-snow 6 296 WNW 10 0 -18 20 18 NA
1642557600 Clear clear-night -11 1017.10 43 0.00 0 chance-snow 5 296 WNW 9 0 -19 21 18 NA
1642561200 Clear clear-night -11 1018.09 45 0.00 0 chance-snow 4 291 WNW 8 0 -18 22 18 NA
1642564800 Clear clear-night -12 1019.10 46 0.00 0 chance-snow 3 282 WNW 3 0 -18 23 18 NA
1642568400 Clear clear-night -13 1020.00 48 0.00 0 chance-snow 3 278 W 3 0 -19 0 19 NA
1642572000 Clear clear-night -13 1020.64 48 0.00 0 chance-snow 3 278 W 3 0 -19 1 19 NA
1642575600 Partly Cloudy partly-cloudy-night -12 1021.00 48 0.00 0 chance-snow 3 276 W 3 0 -19 2 19 NA
1642579200 Partly Cloudy partly-cloudy-night -12 1021.44 48 0.00 0 chance-snow 3 279 W 3 0 -18 3 19 NA
1642582800 Partly Cloudy partly-cloudy-night -12 1021.80 47 0.00 0 chance-snow 3 279 W 3 0 -17 4 19 NA
1642586400 Partly Cloudy partly-cloudy-night -12 1022.19 47 0.00 0 chance-snow 2 281 W 2 0 -16 5 19 NA
1642590000 Partly Cloudy partly-cloudy-night -12 1022.40 47 0.00 0 chance-snow 1 279 W 1 0 -12 6 19 NA
1642593600 Cloudy cloudy -11 1022.70 47 0.00 0 chance-snow 1 262 W 1 0 -11 7 19 NA
1642597200 Cloudy cloudy -10 1022.80 46 0.00 5 chance-snow 1 234 SW 1 0 -10 8 19 snow
1642600800 Cloudy cloudy -9 1022.60 46 0.00 15 chance-snow 1 210 SSW 1 0 -9 9 19 snow
1642604400 Cloudy cloudy -7 1022.00 45 0.00 15 chance-snow 2 191 S 2 0 -10 10 19 snow
1642608000 Cloudy cloudy -6 1020.80 49 0.00 15 chance-snow 2 197 SSW 2 1 -9 11 19 snow
1642611600 Cloudy cloudy -4 1019.10 51 0.00 15 chance-snow 3 189 S 3 1 -8 12 19 snow
1642615200 Cloudy cloudy -2 1017.40 52 0.00 15 chance-snow 3 186 S 3 1 -5 13 19 snow
1642618800 Cloudy cloudy 0 1014.90 56 0.00 15 chance-sleet 3 194 SSW 3 0 -4 14 19 sleet
1642622400 Cloudy cloudy 1 1013.66 61 0.00 15 chance-sleet 3 198 SSW 3 0 -3 15 19 sleet
1642626000 Cloudy cloudy 1 1012.80 65 0.00 15 chance-sleet 3 205 SSW 3 0 -2 16 19 sleet
1642629600 Cloudy cloudy 1 1012.30 70 0.00 5 chance-sleet 2 204 SSW 2 0 -2 17 19 sleet
1642633200 Cloudy cloudy 1 1011.99 73 0.00 5 chance-sleet 3 216 SW 3 0 -2 18 19 sleet
1642636800 Cloudy cloudy 2 1011.80 73 0.00 5 chance-rain 4 221 SW 5 0 -2 19 19 rain
1642640400 Cloudy cloudy 2 1011.70 77 0.00 5 chance-rain 4 221 SW 5 0 -2 20 19 rain
1642644000 Cloudy cloudy 1 1011.60 79 0.00 5 chance-sleet 3 223 SW 3 0 -3 21 19 sleet
1642647600 Cloudy cloudy 1 1011.55 83 0.00 10 chance-sleet 3 223 SW 3 0 -3 22 19 sleet
1642651200 Cloudy cloudy 0 1011.39 84 0.00 10 chance-sleet 3 221 SW 3 0 -3 23 19 sleet
1642654800 Cloudy cloudy 0 1011.29 86 0.00 15 chance-sleet 3 223 SW 3 0 -3 0 20 sleet
1642658400 Wintry Mix Possible possibly-sleet-night 1 1011.25 83 0.00 25 chance-sleet 3 228 SW 3 0 -3 1 20 sleet
1642662000 Wintry Mix Possible possibly-sleet-night 1 1011.30 83 0.00 25 chance-sleet 3 232 SW 3 0 -3 2 20 sleet
1642665600 Cloudy cloudy 1 1011.44 81 0.00 15 chance-sleet 3 237 WSW 3 0 -3 3 20 sleet
1642669200 Wintry Mix Possible possibly-sleet-night 1 1012.00 78 0.00 20 chance-sleet 3 246 WSW 3 0 -3 4 20 sleet
1642672800 Wintry Mix Possible possibly-sleet-night 0 1012.70 73 0.00 20 chance-sleet 3 259 W 3 0 -4 5 20 sleet
1642676400 Snow Possible possibly-snow-night -1 1013.64 67 0.00 20 chance-snow 3 266 W 3 0 -4 6 20 snow
1642680000 Cloudy cloudy -1 1014.50 67 0.00 10 chance-snow 3 273 W 3 0 -5 7 20 snow
1642683600 Partly Cloudy partly-cloudy-day -2 1015.40 64 0.00 10 chance-snow 4 280 W 5 0 -6 8 20 snow
1642687200 Partly Cloudy partly-cloudy-day -2 1016.30 59 0.00 5 chance-snow 4 286 WNW 8 0 -6 9 20 snow
1642690800 Partly Cloudy partly-cloudy-day -1 1017.14 53 0.00 0 chance-snow 4 293 WNW 8 1 -6 10 20 NA
1642694400 Partly Cloudy partly-cloudy-day -1 1017.40 47 0.00 0 chance-snow 5 296 WNW 9 1 -6 11 20 NA
1642698000 Partly Cloudy partly-cloudy-day -1 1017.40 44 0.00 0 chance-snow 5 297 WNW 9 1 -7 12 20 NA
1642701600 Partly Cloudy partly-cloudy-day -2 1017.54 42 0.00 0 chance-snow 4 296 WNW 8 1 -6 13 20 NA
1642705200 Partly Cloudy partly-cloudy-day -2 1018.30 42 0.00 0 chance-snow 5 301 WNW 8 1 -7 14 20 NA
1642708800 Partly Cloudy partly-cloudy-day -3 1019.20 43 0.00 0 chance-snow 4 306 NW 8 0 -8 15 20 NA
1642712400 Partly Cloudy partly-cloudy-day -4 1020.15 44 0.00 0 chance-snow 4 313 NW 8 0 -9 16 20 NA
1642716000 Partly Cloudy partly-cloudy-night -5 1021.40 47 0.00 0 chance-snow 4 314 NW 7 0 -11 17 20 NA
1642719600 Clear clear-night -7 1022.74 48 0.00 0 chance-snow 4 315 NW 8 0 -13 18 20 NA
1642723200 Clear clear-night -8 1023.90 48 0.00 0 chance-snow 4 316 NW 8 0 -14 19 20 NA
1642726800 Clear clear-night -9 1024.84 50 0.00 0 chance-snow 4 318 NW 5 0 -15 20 20 NA
1642730400 Clear clear-night -10 1025.64 50 0.00 0 chance-snow 4 322 NW 5 0 -16 21 20 NA
1642734000 Clear clear-night -11 1026.34 51 0.00 0 chance-snow 3 325 NW 3 0 -16 22 20 NA
1642737600 Clear clear-night -11 1026.94 52 0.00 0 chance-snow 3 322 NW 3 0 -17 23 20 NA
1642741200 Clear clear-night -12 1027.45 52 0.00 0 chance-snow 3 323 NW 3 0 -18 0 21 NA
1642744800 Clear clear-night -13 1028.00 52 0.00 0 chance-snow 3 323 NW 3 0 -19 1 21 NA
1642748400 Clear clear-night -13 1028.54 52 0.00 0 chance-snow 3 324 NW 3 0 -19 2 21 NA
1642752000 Clear clear-night -14 1029.00 53 0.00 0 chance-snow 3 324 NW 3 0 -19 3 21 NA
1642755600 Clear clear-night -14 1029.60 53 0.00 0 chance-snow 2 324 NW 2 0 -20 4 21 NA
1642759200 Clear clear-night -15 1030.20 54 0.00 0 chance-snow 2 328 NNW 2 0 -20 5 21 NA
1642762800 Clear clear-night -15 1030.95 54 0.00 0 chance-snow 2 332 NNW 2 0 -20 6 21 NA
1642766400 Clear clear-night -15 1031.65 53 0.00 0 chance-snow 2 329 NNW 2 0 -20 7 21 NA
1642770000 Clear clear-day -15 1032.25 52 0.00 0 chance-snow 2 332 NNW 2 0 -20 8 21 NA
1642773600 Clear clear-day -14 1032.80 48 0.00 0 chance-snow 2 333 NNW 2 0 -19 9 21 NA
1642777200 Clear clear-day -12 1033.14 43 0.00 0 chance-snow 3 339 NNW 3 1 -18 10 21 NA
1642780800 Clear clear-day -11 1032.90 39 0.00 0 chance-snow 3 334 NNW 3 1 -16 11 21 NA
1642784400 Clear clear-day -10 1032.20 37 0.00 0 chance-snow 3 333 NNW 3 2 -15 12 21 NA
1642788000 Clear clear-day -9 1031.70 35 0.00 0 chance-snow 2 333 NNW 2 1 -13 13 21 NA
1642791600 Clear clear-day -8 1031.70 34 0.00 0 chance-snow 2 332 NNW 2 1 -12 14 21 NA
1642795200 Clear clear-day -8 1031.70 35 0.00 0 chance-snow 2 336 NNW 2 0 -12 15 21 NA
1642798800 Clear clear-day -8 1031.90 36 0.00 0 chance-snow 2 342 NNW 2 0 -12 16 21 NA
1642802400 Clear clear-night -9 1032.30 41 0.00 0 chance-snow 2 345 NNW 2 0 -13 17 21 NA
1642806000 Partly Cloudy partly-cloudy-night -10 1032.90 47 0.00 0 chance-snow 2 346 NNW 2 0 -14 18 21 NA
1642809600 Partly Cloudy partly-cloudy-night -11 1033.40 49 0.00 0 chance-snow 2 349 N 2 0 -15 19 21 NA
1642813200 Partly Cloudy partly-cloudy-night -12 1034.11 56 0.00 0 chance-snow 2 347 NNW 2 0 -17 20 21 NA
1642816800 Partly Cloudy partly-cloudy-night -13 1034.01 58 0.00 0 chance-snow 2 351 N 2 0 -18 21 21 NA
1642820400 Partly Cloudy partly-cloudy-night -13 1033.70 60 0.00 5 chance-snow 2 356 N 2 0 -18 22 21 snow
1642824000 Partly Cloudy partly-cloudy-night -14 1033.10 60 0.00 5 chance-snow 2 354 N 2 0 -19 23 21 snow
1642827600 Partly Cloudy partly-cloudy-night -14 1032.40 63 0.00 5 chance-snow 2 0 N 2 0 -19 0 22 snow
1642831200 Snow Possible possibly-snow-night -14 1031.80 61 0.00 20 chance-snow 3 356 N 3 0 -20 1 22 snow
1642834800 Snow Possible possibly-snow-night -14 1031.35 60 0.00 20 chance-snow 3 356 N 3 0 -20 2 22 snow
1642838400 Snow Possible possibly-snow-night -14 1030.85 59 0.00 20 chance-snow 3 357 N 3 0 -20 3 22 snow
1642842000 Snow Possible possibly-snow-night -14 1030.35 58 0.00 25 chance-snow 3 357 N 3 0 -20 4 22 snow
1642845600 Snow Possible possibly-snow-night -15 1029.85 59 0.00 25 chance-snow 3 1 N 3 0 -20 5 22 snow
1642849200 Snow Possible possibly-snow-night -15 1029.25 59 0.00 25 chance-snow 3 3 N 3 0 -20 6 22 snow
1642852800 Snow Possible possibly-snow-night -15 1028.51 60 0.00 25 chance-snow 3 359 N 3 0 -20 7 22 snow
1642856400 Snow Possible possibly-snow-day -14 1027.56 59 0.00 25 chance-snow 3 0 N 3 0 -20 8 22 snow
1642860000 Snow Possible possibly-snow-day -13 1026.35 55 0.00 25 chance-snow 3 356 N 3 0 -19 9 22 snow
1642863600 Snow Possible possibly-snow-day -12 1025.00 51 0.00 25 chance-snow 3 359 N 3 1 -18 10 22 snow
1642867200 Snow Possible possibly-snow-day -10 1023.31 48 0.00 25 chance-snow 3 355 N 3 1 -16 11 22 snow
1642870800 Snow Possible possibly-snow-day -9 1021.45 46 0.00 25 chance-snow 4 355 N 5 1 -15 12 22 snow
1642874400 Snow Possible possibly-snow-day -8 1019.65 46 7.00 35 chance-snow 3 358 N 3 1 -13 13 22 snow
1642878000 Snow Possible possibly-snow-day -7 1018.06 45 8.00 35 chance-snow 4 354 N 5 1 -13 14 22 snow
1642881600 Snow Possible possibly-snow-day -7 1016.65 47 10.00 35 chance-snow 3 359 N 3 0 -12 15 22 snow
1642885200 Snow Possible possibly-snow-day -7 1015.35 51 12.00 40 chance-snow 4 0 N 5 0 -13 16 22 snow
1642888800 Snow Possible possibly-snow-night -8 1014.46 58 16.00 40 chance-snow 4 359 N 5 0 -14 17 22 snow
1642892400 Snow Possible possibly-snow-night -8 1013.91 64 17.00 40 chance-snow 4 355 N 7 0 -15 18 22 snow
1642896000 Snow Possible possibly-snow-night -9 1013.35 64 12.00 35 chance-snow 4 350 N 7 0 -15 19 22 snow
1642899600 Snow Possible possibly-snow-night -9 1012.80 68 11.00 35 chance-snow 4 344 NNW 5 0 -15 20 22 snow
1642903200 Snow Possible possibly-snow-night -9 1012.25 69 9.00 35 chance-snow 3 342 NNW 3 0 -15 21 22 snow
1642906800 Snow Possible possibly-snow-night -9 1011.84 68 8.00 35 chance-snow 3 336 NNW 3 0 -14 22 22 snow
1642910400 Snow Possible possibly-snow-night -9 1011.60 68 5.00 35 chance-snow 2 325 NW 2 0 -13 23 22 snow
1642914000 Snow Possible possibly-snow-night -9 1011.44 70 4.00 35 chance-snow 2 333 NNW 2 0 -13 0 23 snow
1642917600 Snow Possible possibly-snow-night -9 1011.44 68 0.00 25 chance-snow 2 320 NW 2 0 -13 1 23 snow
1642921200 Snow Possible possibly-snow-night -9 1011.50 68 0.00 25 chance-snow 2 320 NW 2 0 -13 2 23 snow
1642924800 Snow Possible possibly-snow-night -9 1011.54 67 0.00 25 chance-snow 2 316 NW 2 0 -13 3 23 snow
1642928400 Snow Possible possibly-snow-night -9 1011.70 68 0.00 25 chance-snow 2 307 NW 2 0 -13 4 23 snow
1642932000 Snow Possible possibly-snow-night -9 1011.84 69 0.00 25 chance-snow 2 306 NW 2 0 -13 5 23 snow
1642935600 Snow Possible possibly-snow-night -9 1012.04 70 0.00 25 chance-snow 2 305 NW 2 0 -13 6 23 snow
1642939200 Snow Possible possibly-snow-night -9 1012.20 70 0.00 25 chance-snow 2 295 WNW 2 0 -13 7 23 snow
1642942800 Snow Possible possibly-snow-day -9 1012.40 69 0.00 20 chance-snow 2 290 WNW 2 0 -13 8 23 snow
1642946400 Snow Possible possibly-snow-day -7 1012.60 65 0.00 20 chance-snow 2 289 WNW 2 0 -12 9 23 snow
1642950000 Snow Possible possibly-snow-day -6 1012.64 60 0.00 20 chance-snow 3 292 WNW 3 1 -11 10 23 snow
1642953600 Snow Possible possibly-snow-day -5 1012.34 55 0.00 20 chance-snow 3 286 WNW 3 1 -9 11 23 snow
1642957200 Snow Possible possibly-snow-day -4 1011.80 50 0.00 20 chance-snow 3 278 W 3 2 -8 12 23 snow
1642960800 Partly Cloudy partly-cloudy-day -3 1011.44 49 0.00 15 chance-snow 2 274 W 2 1 -6 13 23 snow
1642964400 Partly Cloudy partly-cloudy-day -2 1011.40 48 0.00 15 chance-snow 3 271 W 3 1 -6 14 23 snow
1642968000 Partly Cloudy partly-cloudy-day -2 1011.40 48 0.00 15 chance-snow 2 267 W 2 0 -6 15 23 snow
1642971600 Partly Cloudy partly-cloudy-day -3 1011.60 50 0.00 10 chance-snow 2 269 W 2 0 -6 16 23 snow
1642975200 Partly Cloudy partly-cloudy-night -4 1011.94 56 0.00 10 chance-snow 2 265 W 2 0 -7 17 23 snow
1642978800 Partly Cloudy partly-cloudy-night -5 1012.40 59 0.00 15 chance-snow 2 271 W 2 0 -8 18 23 snow
1642982400 Partly Cloudy partly-cloudy-night -5 1012.60 61 0.00 15 chance-snow 2 282 WNW 2 0 -9 19 23 snow
1642986000 Partly Cloudy partly-cloudy-night -7 1012.60 65 0.00 15 chance-snow 2 277 W 2 0 -10 20 23 snow
1642989600 Partly Cloudy partly-cloudy-night -7 1012.50 68 0.00 15 chance-snow 2 282 WNW 2 0 -11 21 23 snow
1642993200 Partly Cloudy partly-cloudy-night -7 1012.40 69 0.00 15 chance-snow 2 283 WNW 2 0 -10 22 23 snow
1642996800 Partly Cloudy partly-cloudy-night -7 1012.20 70 0.00 15 chance-snow 2 280 W 2 0 -11 23 23 snow
1643000400 Partly Cloudy partly-cloudy-night -8 1011.94 72 0.00 15 chance-snow 1 283 WNW 1 0 -8 0 24 snow
1643004000 Snow Possible possibly-snow-night -8 1011.70 70 0.00 20 chance-snow 2 293 WNW 2 0 -12 1 24 snow
1643007600 Snow Possible possibly-snow-night -8 1011.50 71 0.00 20 chance-snow 2 300 WNW 2 0 -12 2 24 snow
1643011200 Snow Possible possibly-snow-night -9 1011.35 70 0.00 20 chance-snow 2 301 WNW 2 0 -13 3 24 snow
1643014800 Snow Possible possibly-snow-night -9 1011.20 68 0.00 25 chance-snow 2 304 NW 2 0 -13 4 24 snow
1643018400 Snow Possible possibly-snow-night -10 1011.00 71 0.00 25 chance-snow 2 313 NW 2 0 -14 5 24 snow
1643022000 Snow Possible possibly-snow-night -10 1010.81 74 0.00 25 chance-snow 3 318 NW 3 0 -15 6 24 snow
1643025600 Snow Possible possibly-snow-night -10 1010.60 76 6.00 30 chance-snow 3 319 NW 3 0 -15 7 24 snow
1643029200 Snow Possible possibly-snow-day -9 1010.20 75 8.00 30 chance-snow 3 320 NW 3 0 -15 8 24 snow
1643032800 Snow Possible possibly-snow-day -8 1009.55 72 0.00 25 chance-snow 3 322 NW 3 0 -14 9 24 snow
1643036400 Snow Possible possibly-snow-day -7 1008.75 69 0.00 25 chance-snow 4 328 NNW 5 1 -13 10 24 snow
1643040000 Snow Possible possibly-snow-day -6 1007.60 65 0.00 25 chance-snow 4 324 NW 5 1 -11 11 24 snow
1643043600 Snow Possible possibly-snow-day -5 1006.25 62 0.00 25 chance-snow 4 322 NW 8 2 -11 12 24 snow
1643047200 Snow Possible possibly-snow-day -4 1005.34 60 0.00 25 chance-snow 4 321 NW 8 1 -10 13 24 snow
1643050800 Snow Possible possibly-snow-day -4 1004.85 59 0.00 25 chance-snow 4 317 NW 8 1 -9 14 24 snow
1643054400 Snow Possible possibly-snow-day -4 1004.74 60 0.00 25 chance-snow 4 313 NW 5 0 -9 15 24 snow
1643058000 Snow Possible possibly-snow-day -5 1004.84 63 0.00 25 chance-snow 4 306 NW 5 0 -10 16 24 snow
1643061600 Snow Possible possibly-snow-night -6 1005.24 67 0.00 25 chance-snow 3 298 WNW 3 0 -11 17 24 snow
1643065200 Snow Possible possibly-snow-night -7 1005.74 69 0.00 25 chance-snow 4 292 WNW 5 0 -12 18 24 snow
1643068800 Partly Cloudy partly-cloudy-night -8 1006.30 68 0.00 10 chance-snow 4 293 WNW 5 0 -13 19 24 snow
1643072400 Partly Cloudy partly-cloudy-night -9 1006.94 66 0.00 10 chance-snow 4 288 WNW 5 0 -15 20 24 snow
1643076000 Partly Cloudy partly-cloudy-night -10 1007.54 67 0.00 10 chance-snow 4 288 WNW 5 0 -16 21 24 snow
1643079600 Partly Cloudy partly-cloudy-night -10 1008.14 67 0.00 5 chance-snow 3 285 WNW 3 0 -16 22 24 snow
1643083200 Partly Cloudy partly-cloudy-night -11 1008.64 68 0.00 5 chance-snow 3 282 WNW 3 0 -17 23 24 snow
1643086800 Partly Cloudy partly-cloudy-night -11 1009.20 70 0.00 5 chance-snow 3 280 W 3 0 -17 0 25 snow
1643090400 Partly Cloudy partly-cloudy-night -12 1009.64 70 0.00 5 chance-snow 3 283 WNW 3 0 -18 1 25 snow
1643094000 Partly Cloudy partly-cloudy-night -13 1010.20 70 0.00 5 chance-snow 3 285 WNW 3 0 -19 2 25 snow
1643097600 Partly Cloudy partly-cloudy-night -14 1010.70 69 0.00 5 chance-snow 3 283 WNW 3 0 -20 3 25 snow
1643101200 Partly Cloudy partly-cloudy-night -14 1011.20 68 0.00 5 chance-snow 3 283 WNW 3 0 -21 4 25 snow
1643104800 Partly Cloudy partly-cloudy-night -15 1011.74 70 0.00 5 chance-snow 3 285 WNW 3 0 -21 5 25 snow
1643108400 Partly Cloudy partly-cloudy-night -15 1012.30 71 0.00 5 chance-snow 3 286 WNW 3 0 -22 6 25 snow
1643112000 Partly Cloudy partly-cloudy-night -15 1012.80 72 0.00 5 chance-snow 3 285 WNW 3 0 -22 7 25 snow
1643115600 Partly Cloudy partly-cloudy-day -15 1013.20 72 0.00 5 chance-snow 3 283 WNW 3 0 -21 8 25 snow
1643119200 Partly Cloudy partly-cloudy-day -13 1013.30 68 0.00 5 chance-snow 3 285 WNW 3 0 -20 9 25 snow
1643122800 Partly Cloudy partly-cloudy-day -11 1013.20 63 0.00 5 chance-snow 4 286 WNW 5 1 -17 10 25 snow
1643126400 Partly Cloudy partly-cloudy-day -9 1012.99 58 0.00 5 chance-snow 3 283 WNW 3 1 -15 11 25 snow
1643130000 Partly Cloudy partly-cloudy-day -8 1012.69 54 0.00 5 chance-snow 3 278 W 3 2 -13 12 25 snow
1643133600 Partly Cloudy partly-cloudy-day -7 1012.60 52 0.00 5 chance-snow 3 278 W 3 1 -11 13 25 snow
1643137200 Partly Cloudy partly-cloudy-day -6 1012.90 53 0.00 5 chance-snow 3 275 W 3 1 -11 14 25 snow
1643140800 Partly Cloudy partly-cloudy-day -6 1013.20 53 0.00 5 chance-snow 3 274 W 3 0 -10 15 25 snow
1643144400 Partly Cloudy partly-cloudy-day -6 1013.50 56 0.00 15 chance-snow 3 276 W 3 0 -11 16 25 snow
1643148000 Partly Cloudy partly-cloudy-night -7 1013.80 60 0.00 15 chance-snow 3 270 W 3 0 -11 17 25 snow
1643151600 Partly Cloudy partly-cloudy-night -7 1014.20 61 0.00 15 chance-snow 3 273 W 3 0 -11 18 25 snow
1643155200 Partly Cloudy partly-cloudy-night -7 1014.50 62 0.00 5 chance-snow 3 278 W 3 0 -12 19 25 snow
1643158800 Partly Cloudy partly-cloudy-night -9 1014.00 64 0.00 5 chance-snow 3 280 W 3 0 -14 20 25 snow
1643162400 Partly Cloudy partly-cloudy-night -9 1014.60 65 0.00 5 chance-snow 3 282 WNW 3 0 -15 21 25 snow
1643166000 Partly Cloudy partly-cloudy-night -10 1015.04 69 0.00 5 chance-snow 3 278 W 3 0 -15 22 25 snow
1643169600 Partly Cloudy partly-cloudy-night -10 1015.50 69 0.00 5 chance-snow 3 276 W 3 0 -15 23 25 snow
1643173200 Partly Cloudy partly-cloudy-night -10 1015.94 73 0.00 5 chance-snow 2 273 W 2 0 -14 0 26 snow
1643176800 Snow Possible possibly-snow-night -11 1016.34 72 0.00 20 chance-snow 2 279 W 2 0 -15 1 26 snow
1643180400 Snow Possible possibly-snow-night -11 1016.74 71 0.00 20 chance-snow 2 285 WNW 2 0 -15 2 26 snow
1643184000 Snow Possible possibly-snow-night -11 1017.20 72 0.00 20 chance-snow 3 281 W 3 0 -16 3 26 snow
1643187600 Snow Possible possibly-snow-night -11 1017.64 71 0.00 20 chance-snow 2 282 WNW 2 0 -16 4 26 snow
1643191200 Snow Possible possibly-snow-night -12 1018.14 73 0.00 20 chance-snow 2 287 WNW 2 0 -17 5 26 snow
1643194800 Snow Possible possibly-snow-night -12 1018.64 73 0.00 20 chance-snow 2 293 WNW 2 0 -17 6 26 snow
1643198400 Snow Possible possibly-snow-night -12 1019.10 73 0.00 20 chance-snow 2 293 WNW 2 0 -17 7 26 snow
1643202000 Snow Possible possibly-snow-day -11 1019.40 73 0.00 20 chance-snow 2 291 WNW 2 0 -16 8 26 snow
1643205600 Partly Cloudy partly-cloudy-day -10 1019.54 70 0.00 15 chance-snow 3 295 WNW 3 1 -15 9 26 snow
1643209200 Partly Cloudy partly-cloudy-day -9 1019.50 66 0.00 15 chance-snow 3 297 WNW 3 1 -14 10 26 snow

tempestwx Metrics

Lang # Files (%) LoC (%) Blank lines (%) # Lines (%)
R 9 0.32 86 0.22 33 0.17 118 0.33
C++ 2 0.07 54 0.14 28 0.14 15 0.04
YAML 2 0.07 35 0.09 10 0.05 2 0.01
Rmd 1 0.04 20 0.05 27 0.14 45 0.12
SUM 14 0.50 195 0.50 98 0.50 180 0.50

clock Package Metrics for tempestwx

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πŸŒ‘πŸ”Ž Tools To Query Tempest Weather Station Data

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