From 694ca425a3d84f81307dc2f728a71ff4a7bc395b Mon Sep 17 00:00:00 2001 From: mattbk Date: Mon, 22 Jan 2024 11:24:23 -0600 Subject: [PATCH] Add some city data from HamCall and make new plots. --- README.md | 2 + ...us cities ham radio licenses over time.csv | 651 ++++++++++++++++++ plots/cities-over-time-freey.png | Bin 0 -> 1133367 bytes plots/cities-over-time.png | Bin 0 -> 1076929 bytes plots/total-over-time-y.html | 6 +- 5 files changed, 656 insertions(+), 3 deletions(-) create mode 100644 data/us cities ham radio licenses over time.csv create mode 100644 plots/cities-over-time-freey.png create mode 100644 plots/cities-over-time.png diff --git a/README.md b/README.md index a6d0945..288ab3b 100644 --- a/README.md +++ b/README.md @@ -38,3 +38,5 @@ If you want to help, here are some ways: ![Alt text](plots/class-over-time-2-years.png) ![Alt text](plots/class-over-time-facet.png) ![Alt text](plots/states-over-time-freey.png) +![Alt text](plots/cities-over-time.png) +![Alt text](plots/cities-over-time-freey.png) diff --git a/data/us cities ham radio licenses over time.csv b/data/us cities ham radio licenses over time.csv new file mode 100644 index 0000000..ca7705c --- /dev/null +++ b/data/us cities ham radio licenses over time.csv @@ -0,0 +1,651 @@ +Date,City,State,Count,source_name,source_detail +2015-08-04,San Diego,CA,3790,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Houston,TX,3657,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,San Jose,CA,2960,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Portland,OR,2898,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Tucson,AZ,2700,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Seattle,WA,2593,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Phoenix,AZ,2450,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Austin,TX,2409,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Las Vegas,NV,2274,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Springfield,MA,2170,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Los Angeles,CA,2153,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,San Antonio,TX,2118,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Albuquerque,NM,2025,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,San Francisco,CA,2010,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Colorado Springs,CO,1982,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Dallas,TX,1974,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Jacksonville,FL,1788,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Arlington,TX,1738,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Rochester,NY,1703,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Columbus,OH,1694,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Miami,FL,1683,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Mesa,AZ,1632,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Madison,AL,1618,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Salem,OR,1563,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-04,Fort Worth,TX,1516,HamCall,https://web.archive.org/web/20150810165601/https://hamcall.net/hamcallcounts.html +2015-08-11,San Diego,CA,3789,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Houston,TX,3662,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,San Jose,CA,2962,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Portland,OR,2904,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Tucson,AZ,2699,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Seattle,WA,2600,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Phoenix,AZ,2450,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Austin,TX,2404,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Las Vegas,NV,2282,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Springfield,MA,2170,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Los Angeles,CA,2154,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,San Antonio,TX,2122,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Albuquerque,NM,2024,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,San Francisco,CA,2013,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Colorado Springs,CO,1984,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Dallas,TX,1977,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Jacksonville,FL,1789,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Arlington,TX,1741,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Rochester,NY,1706,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Columbus,OH,1703,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Miami,FL,1685,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Mesa,AZ,1637,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Madison,AL,1619,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Salem,OR,1564,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-11,Fort Worth,TX,1516,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-12-01,San Diego,CA,3805,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Houston,TX,3664,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,San Jose,CA,2988,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Portland,OR,2936,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Tucson,AZ,2727,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Seattle,WA,2657,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Phoenix,AZ,2466,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Austin,TX,2409,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Las Vegas,NV,2286,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Springfield,MA,2192,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Los Angeles,CA,2167,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,San Antonio,TX,2123,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Albuquerque,NM,2044,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,San Francisco,CA,2017,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Colorado Springs,CO,2015,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Dallas,TX,1984,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Jacksonville,FL,1813,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Arlington,TX,1751,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Rochester,NY,1713,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Columbus,OH,1699,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Miami,FL,1688,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Mesa,AZ,1634,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Madison,AL,1628,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Salem,OR,1575,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-12-01,Knoxville,TN,1524,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2016-01-19,San Diego,CA,3800,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Houston,TX,3673,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,San Jose,CA,2996,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Portland,OR,2952,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Tucson,AZ,2758,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Seattle,WA,2680,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Phoenix,AZ,2460,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Austin,TX,2422,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Las Vegas,NV,2299,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Springfield,OH,2200,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Los Angeles,CA,2169,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,San Antonio,TX,2115,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Albuquerque,NM,2045,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Colorado Springs,CO,2029,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,San Francisco,CA,2019,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Dallas,TX,1991,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Jacksonville,FL,1805,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Arlington,TX,1754,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Rochester,NY,1718,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Columbus,OH,1695,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Miami,FL,1681,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Mesa,AZ,1642,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Madison,AL,1628,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Salem,OR,1585,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-01-19,Knoxville,TN,1530,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2016-10-25,San Diego,CA,3796,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Houston,TX,3691,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Portland,OR,3109,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,San Jose,CA,3056,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Tucson,AZ,2836,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Seattle,WA,2769,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Phoenix,AZ,2487,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Austin,TX,2450,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Las Vegas,NV,2364,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Los Angeles,CA,2202,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Springfield,OH,2192,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,San Antonio,TX,2089,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Colorado Springs,CO,2084,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,San Francisco,CA,2083,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Albuquerque,NM,2063,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Dallas,GA,2008,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Jacksonville,FL,1823,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Arlington,TX,1810,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Rochester,NY,1745,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Mesa,AZ,1708,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Columbus,OH,1690,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Miami,FL,1641,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Madison,AL,1632,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Salem,OR,1599,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-10-25,Knoxville,TN,1543,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-11-29,San Diego,CA,3800,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Houston,TX,3683,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Portland,OR,3129,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,San Jose,CA,3076,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Tucson,AZ,2846,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Seattle,WA,2774,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Phoenix,AZ,2488,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Austin,TX,2448,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Las Vegas,NV,2362,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Los Angeles,CA,2208,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Springfield,OH,2202,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,San Antonio,TX,2092,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Colorado Springs,CO,2085,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Albuquerque,NM,2084,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,San Francisco,CA,2083,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-11-29,Dallas,GA,2007,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html 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