Hello world! This is my COVID-19 tracker. This is not nearly as sophisticated as what's in ncov2019.live, and described in this New Yorker article.
The best example of this repository's functionality lives at this page, COVID-19 Running Update.
The comprehensive documentation lives in HTML created with Sphinx, and now in the COVID-19 Stats GitHub Page for this project. To generate the documentation,
- Go to the
docsrcsubdirectory. - In that directory, run
make html. - Load
docsrc/build/html/index.htmlinto a browser to see the documentation.
I have made major changes in the functionality and implementation from the original commits, since commit #78917 for instance.
- The API code has been refactored into the covid19_stats.engine module, and is divided into three main submodules: covid19_stats.engine.core provides the higher level API calls for processing the COVID-19 data; covid19_stats.engine.gis provides the lower-level APIs to write out, read in, and process the raw GIS data provided mainly by the US Census Bureau; and covid19_stats.engine.viz and covid19_stats.engine.viz2 do the visualization parts.
The command line interfaces (CLI) back-ends live in
covid19_stats.cli. One of the command line interfaces, covid19_update_database, updates the git submodule (the NY Times COVID-19 repository) with the latest data. Previously, one updated the database by manually running, from the repository's top level directory,git -C covid19_stats/covid-19-data pull origin master- The
testingsubdirectory contains Jupyter Notebooks that illuminate bits and pieces of this COVID-19 tracker's functionality. It also consists of Jupyter Notebooks that create output for the API documentation.testing/covid19_excuse_gis_visualizations.ipynbshows output for the covid19_stats.engine.gis module documentation.testing/covid19_excuse_core_visualizations.ipynbshows output for the covid19_stats.engine.core module documentation.testing/covid19_excuse_main_visualizations.ipynbshows output for the covid19_stats module documentation, and specifically the COVID19Database object.testing/covid19_excuse_viz_visualizations.ipynbshows output for the covid19_stats.engine.viz module documentation.testing/covid19_excuse_viz2_visualizations.ipynbshows output for the covid19_stats.engine.viz2 module documentation.
Here is some output from using this COVID-19 tracker. The data lives underneath https://tanimislam.sfo3.digitaloceanspaces.com/covid19movies.
The summary of COVID-19 statistics for the top 50 MSAs by estimated 2019 population.
COVID-19 STATS FOR 50 METROS AS OF 23 MARCH 2023RANK IDENTIFIER NAME POPULATION FIRST INC. NUM DAYS NUM CASES NUM DEATHS MAX CASE COUNTY MAX CASE COUNTY NAME 1 nyc NYC Metro Area 19,216,182 01 March 2020 1117 7,190,432 88,338 3,252,967 New York City, New York 2 losangeles LA Metro Area 18,711,436 25 January 2020 1153 6,280,551 61,905 3,723,182 Los Angeles County, California 3 chicago Chicago Metro Area 9,458,539 24 January 2020 1154 2,871,273 27,213 1,541,156 Cook County, Illinois 4 dallas Dallas Metro Area 7,573,136 09 March 2020 1109 2,194,378 20,131 696,583 Dallas County, Texas 5 houston Houston Metro Area 7,066,141 04 March 2020 1114 2,029,113 17,097 1,312,744 Harris County, Texas 6 bayarea Bay Area 6,860,207 31 January 2020 1147 1,717,447 9,218 499,663 Santa Clara County, California 7 dc DC Metro Area 6,280,487 05 March 2020 1113 1,546,248 12,705 262,100 Fairfax County, Virginia 8 miami Miami Metro Area 6,166,488 06 March 2020 1112 2,800,167 25,171 1,547,142 Miami-Dade County, Florida 9 philadelphia Philadelphia Metro Area 6,102,434 06 March 2020 1112 1,645,608 20,466 395,740 Philadelphia County, Pennsylvania 10 atlanta Atlanta Metro Area 6,020,364 02 March 2020 1116 1,657,248 18,143 277,539 Fulton County, Georgia 11 phoenix Phoenix Metro Area 4,948,203 26 January 2020 1152 1,691,263 20,695 1,533,874 Maricopa County, Arizona 12 boston Boston Metro Area 4,873,019 01 February 2020 1146 1,404,845 15,592 438,519 Middlesex County, Massachusetts 13 detroit Detroit Metro Area 4,319,629 10 March 2020 1108 1,363,358 20,332 539,858 Wayne County, Michigan 14 seattle Seattle Metro Area 3,979,845 21 January 2020 1157 1,006,913 6,658 553,261 King County, Washington 15 minneapolis Minneapolis Metro Area 3,640,043 06 March 2020 1112 1,132,704 8,601 387,288 Hennepin County, Minnesota 16 sandiego San Diego Metro Area 3,338,330 10 February 2020 1137 1,070,803 6,047 1,070,803 San Diego County, California 17 tampa Tampa Metro Area 3,194,831 01 March 2020 1117 968,486 12,077 479,357 Hillsborough County, Florida 18 denver Denver Metro Area 2,967,239 05 March 2020 1113 883,998 6,663 225,860 Denver County, Colorado 19 stlouis St. Louis Metro Area 2,803,228 07 March 2020 1111 865,458 9,542 296,063 St. Louis County, Missouri 20 baltimore Baltimore Metro Area 2,800,053 08 March 2020 1110 595,175 7,853 173,005 Baltimore County, Maryland 21 charlotte Charlotte Metro Area 2,636,883 11 March 2020 1107 896,428 6,971 369,208 Mecklenburg County, North Carolina 22 orlando Orlando Metro Area 2,608,147 12 March 2020 1106 858,905 7,693 474,111 Orange County, Florida 23 sanantonio San Antonio Metro Area 2,550,960 12 February 2020 1135 849,538 8,414 703,566 Bexar County, Texas 24 portland Portland Metro Area 2,492,412 28 February 2020 1119 527,440 4,598 172,262 Multnomah County, Oregon 25 sacramento Sacramento Metro Area 2,363,730 21 February 2020 1126 597,455 5,164 411,261 Sacramento County, California 26 pittsburgh Pittsburgh Metro Area 2,317,600 13 March 2020 1105 667,117 8,998 341,178 Allegheny County, Pennsylvania 27 lasvegas Las Vegas Metro Area 2,266,715 05 March 2020 1113 673,021 9,334 673,021 Clark County, Nevada 28 austin Austin Metro Area 2,227,083 13 March 2020 1105 614,436 3,894 321,234 Travis County, Texas 29 cincinnati Cincinnati Metro Area 2,221,208 14 March 2020 1104 686,757 6,566 238,972 Hamilton County, Ohio 30 kansascity Kansas City Metro Area 2,157,990 07 March 2020 1111 494,211 5,923 178,806 Johnson County, Kansas 31 columbus Columbus Metro Area 2,122,271 14 March 2020 1104 606,759 5,063 368,131 Franklin County, Ohio 32 indianapolis Indianapolis Metro Area 2,074,537 06 March 2020 1112 598,631 7,157 269,091 Marion County, Indiana 33 cleveland Cleveland Metro Area 2,048,449 09 March 2020 1109 576,914 6,880 352,387 Cuyahoga County, Ohio 34 nashville Nashville Metro Area 1,934,317 05 March 2020 1113 670,163 6,146 247,844 Davidson County, Tennessee 35 virginiabeach Virginia Beach Metro Area 1,768,901 09 March 2020 1109 454,619 4,514 116,063 Virginia Beach city, Virginia 36 providence Providence Metro Area 1,624,578 14 March 2020 1104 614,356 6,482 279,407 Providence County, Rhode Island 37 milwaukee Milwaukee Metro Area 1,575,179 11 March 2020 1107 558,337 4,340 343,004 Milwaukee County, Wisconsin 38 jacksonville Jacksonville Metro Area 1,559,514 10 March 2020 1108 501,569 6,066 317,809 Duval County, Florida 39 oklahomacity Oklahoma City Metro Area 1,408,950 13 March 2020 1105 450,729 4,863 246,781 Oklahoma County, Oklahoma 40 raleigh Raleigh Metro Area 1,390,785 03 March 2020 1115 495,079 1,962 392,474 Wake County, North Carolina 41 memphis Memphis Metro Area 1,346,045 08 March 2020 1110 438,084 5,394 299,438 Shelby County, Tennessee 42 richmond Richmond Metro Area 1,291,900 12 March 2020 1106 359,094 3,846 100,336 Chesterfield County, Virginia 43 neworleans New Orleans Metro Area 1,270,530 09 March 2020 1109 409,797 4,230 142,848 Jefferson Parish, Louisiana 44 louisville Louisville/Jefferson County Metro Area 1,265,108 08 March 2020 1110 454,689 4,475 284,727 Jefferson County, Kentucky 45 saltlakecity Salt Lake City Metro Area 1,232,696 25 February 2020 1122 436,606 1,955 411,491 Salt Lake County, Utah 46 hartford Hartford Metro Area 1,204,877 14 March 2020 1104 304,527 4,375 237,616 Hartford County, Connecticut 47 buffalo Buffalo Metro Area 1,127,983 15 March 2020 1103 332,558 3,914 272,312 Erie County, New York 48 birmingham Birmingham Metro Area 1,090,435 13 March 2020 1105 390,905 4,069 239,299 Jefferson County, Alabama 49 grandrapids Grand Rapids Metro Area 1,077,370 12 March 2020 1106 334,190 3,272 202,691 Kent County, Michigan 50 rochester Rochester Metro Area 1,069,644 11 March 2020 1107 273,251 2,791 194,657 Monroe County, New York
The COVID-19 trends in cases and deaths for these 6 metropolitan areas as of 23 MARCH 2023: SF Bay Area; Washington, DC; Richmond, VA; NYC; Los Angeles; and New Orleans.
SF Bay Area Washington, DC Richmond, VA NYC Metro Los Angeles New Orleans
GIF'd video animations of the COVID-19 trends in cases/deaths for NYC, Chicago, Seattle, SF Bay Area, DC, and Richmond, as of 23 MARCH 2023.
NYC Metro Chicago Seattle SF Bay Area Washington, DC Richmond, VA Sacramento, CA Houston, TX Dallas, TX And here is the animation for the continental United States as of 23 MARCH 2023
Continental United States GIF'd video animations of the COVID-19 trends in cases/deaths for California, Texas, Florida, and Virginia, as of 23 MARCH 2023.
California Texas Florida Virginia
