diff --git a/bin/data-plots.R b/bin/data-plots.R index fc7b861..795f02e 100644 --- a/bin/data-plots.R +++ b/bin/data-plots.R @@ -108,7 +108,8 @@ ggsave("plots/total-over-time-2-years.png", width = 6, height = 4) ggplot(data = d_total_long %>% filter(lclass != "Total"), aes(x = Date, y = count, - color = fct_reorder2(lclass, Date, count))) + + color = fct_reorder2(lclass, Date, count), + linetype = source_name)) + geom_line() + geom_point(size = 0.3) + scale_x_date(date_breaks = "10 years", @@ -123,14 +124,15 @@ ggplot(data = d_total_long %>% filter(lclass != "Total"), caption = "w1cdn.net") + theme(legend.position="bottom") -ggsave("plots/class-over-time.png", width = 6, height = 4) +ggsave("plots/class-over-time.png", width = 12, height = 8) ##### By license class, 2 years ##### ggplot(data = d_total_long %>% filter(lclass != "Total", Date >= Sys.Date() - years(2)), aes(x = Date, y = count, - color = fct_reorder2(lclass, Date, count))) + + color = fct_reorder2(lclass, Date, count), + linetype = source_name)) + geom_line() + geom_point(size = 0.3) + scale_x_date(date_breaks = "3 months", @@ -150,7 +152,8 @@ ggsave("plots/class-over-time-2-years.png", width = 6, height = 4) ##### By license class, facet ##### ggplot(data = d_total_long %>% filter(lclass != "Total"), aes(x = Date, - y = count)) + + y = count, + color = source_name)) + geom_line() + geom_point(size = 0.3) + facet_wrap(~lclass) + diff --git a/data/us cities ham radio licenses over time.csv b/data/us cities ham radio licenses over time.csv index ca7705c..0d5fd4a 100644 --- a/data/us cities ham radio licenses over time.csv +++ b/data/us cities ham radio licenses over time.csv @@ -649,3 +649,28 @@ Date,City,State,Count,source_name,source_detail 2024-01-16,Salem,OR,1700,HamCall,https://web.archive.org/web/20240122144606/https://hamcall.net/hamcallcounts.html 2024-01-16,Knoxville,TN,1660,HamCall,https://web.archive.org/web/20240122144606/https://hamcall.net/hamcallcounts.html 2024-01-16,Miami,FL,1619,HamCall,https://web.archive.org/web/20240122144606/https://hamcall.net/hamcallcounts.html +2024-01-22,Portland,OR,3988,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,San Diego,CA,3811,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Houston,TX,3452,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Tucson,AZ,3234,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Seattle,WA,3152,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,San Jose,CA,3092,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Las Vegas,NV,2867,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Austin,TX,2597,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Phoenix,AZ,2592,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Colorado Springs,CO,2437,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Springfield,OH,2372,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,San Antonio,TX,2300,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Los Angeles,CA,2202,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,San Francisco,CA,2196,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Jacksonville,FL,2100,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Albuquerque,NM,2038,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Dallas,TX,1979,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Mesa,AZ,1966,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Arlington,TX,1877,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Rochester,NY,1742,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Columbus,OH,1715,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Madison,TN,1702,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Salem,OR,1700,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Knoxville,TN,1659,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html +2024-01-22,Miami,FL,1619,HamCall,https://web.archive.org/web/20240123152233/http://hamcall.net/hamcallcounts.html diff --git a/data/us ham radio licenses over time.csv b/data/us ham radio licenses over time.csv index 6befdb2..2ad7edd 100644 --- a/data/us ham radio licenses over time.csv +++ b/data/us ham radio licenses over time.csv @@ -4261,3 +4261,85 @@ Date,State/Territory,Novice,Tech,Tech-Plus,General,Advanced,Extra,Total,Tech_and 1989-02-28,TOTAL,81092,104113,,114256,99491,47500,446452,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1989-04-01 p. 6 1989-03-31,TOTAL,82259,105002,,114606,99811,47734,449412,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1989-05-15 p. 6 1989-04-30,TOTAL,83371,106341,,114975,100183,48049,452919,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1989-06-15 p. 7 +2024-01-16,TOTAL,6819,427250,,201800,35873,164440,836187,,,12328,39,,,,HamCall,https://web.archive.org/web/20240122144606/https://hamcall.net/hamcallcounts.html +2023-03-20,TOTAL,7214,430380,,199310,36808,162671,836386,,,12342,44,,,,HamCall,https://web.archive.org/web/20230325072904/https://hamcall.net/hamcallcounts.html +2023-02-28,TOTAL,7244,430176,,199005,36878,162420,835727,,,12342,44,,,,HamCall,https://web.archive.org/web/20230228035836/https://hamcall.net/hamcallcounts.html +2022-12-20,TOTAL,7352,430078,,198414,37081,162052,834980,,,12386,44,,,,HamCall,https://web.archive.org/web/20221225064723/https://hamcall.net/hamcallcounts.html +2022-06-06,TOTAL,7609,429195,,196903,37635,161235,832580,,,12449,45,,,,HamCall,https://web.archive.org/web/20220613180307/https://hamcall.net/hamcallcounts.html +2022-05-23,TOTAL,7642,429194,,196799,37704,161181,832543,,,12458,45,,,,HamCall,https://web.archive.org/web/20220530000357/https://hamcall.net/hamcallcounts.html +2022-04-04,TOTAL,7722,428877,,195982,37867,160587,831037,,,12418,45,,,,HamCall,https://web.archive.org/web/20220406215528/https://hamcall.net/hamcallcounts.html +2021-11-29,TOTAL,7910,428110,,194964,38240,159610,828840,,,12410,44,,,,HamCall,https://web.archive.org/web/20211205214437/https://hamcall.net/hamcallcounts.html +2021-08-17,TOTAL,7976,426956,,193654,38440,158676,825708,,,12413,44,,,,HamCall,https://web.archive.org/web/20210817075442/https://hamcall.net/hamcallcounts.html +2020-12-15,TOTAL,8368,423082,,190205,39329,156627,817619,,,12506,44,,,,HamCall,https://web.archive.org/web/20201216044657/https://hamcall.net/hamcallcounts.html +2019-04-09,TOTAL,9629,414704,,188277,43714,153534,809868,,,12619,46,,,,HamCall,https://web.archive.org/web/20190411050808/https://hamcall.net/hamcallcounts.html +2018-08-28,TOTAL,10295,412137,,187931,45524,152536,808430,,,12633,43,,,,HamCall,https://web.archive.org/web/20180903180028/https://hamcall.net/hamcallcounts.html +2018-02-13,TOTAL,10815,407767,,186736,47197,151028,803548,,,12530,44,,,,HamCall,https://web.archive.org/web/20180216151421/http://hamcall.net:80/hamcallcounts.html +2017-11-29,TOTAL,11039,406236,,186552,48033,150630,802494,,,12512,44,,,,HamCall,https://web.archive.org/web/20171203191449/http://hamcall.net:80/hamcallcounts.html +2017-10-03,TOTAL,11158,403884,,185738,48266,150156,799206,,,12494,44,,,,HamCall,https://web.archive.org/web/20171003114704/http://hamcall.net:80/hamcallcounts.html +2017-08-01,TOTAL,11327,403219,,185377,48665,149793,798385,,,12475,44,,,,HamCall,https://web.archive.org/web/20170803120513/http://hamcall.net:80/hamcallcounts.html +2017-06-06,TOTAL,11494,402688,,185091,49084,149474,797835,,,12482,45,,,,HamCall,https://web.archive.org/web/20170606121814/http://hamcall.net/hamcallcounts.html +2017-05-31,TOTAL,11510,402623,,185082,49121,149423,797763,,,12482,45,,,,HamCall,https://web.archive.org/web/20170602121317/http://hamcall.net:80/hamcallcounts.html +2017-03-28,TOTAL,11723,401859,,184499,49660,148839,796584,,,12488,45,,,,HamCall,https://web.archive.org/web/20170331165135/http://hamcall.net:80/hamcallcounts.html +2017-01-24,TOTAL,11931,399538,,183925,50293,148254,793945,,,12464,45,,,,HamCall,https://web.archive.org/web/20170129141418/http://hamcall.net:80/hamcallcounts.html +2016-11-29,TOTAL,12056,398917,,183707,50674,148036,793394,,,12442,45,,,,HamCall,https://web.archive.org/web/20161130003953/http://hamcall.net:80/hamcallcounts.html +2016-10-25,TOTAL,12139,397910,,183463,50952,147818,792284,,,12443,46,,,,HamCall,https://web.archive.org/web/20161026182301/http://hamcall.net/hamcallcounts.html +2016-01-19,TOTAL,12969,391560,,183454,53643,144111,785744,,,12353,47,,,,HamCall,https://web.archive.org/web/20160120022412/http://hamcall.net/hamcallcounts.html +2015-12-01,TOTAL,13036,390595,,183205,53954,143809,784606,,,12328,47,,,,HamCall,https://web.archive.org/web/20151205222533/http://hamcall.net:80/hamcallcounts.html +2015-08-11,TOTAL,13167,387506,,182399,54616,142994,780688,,,12268,48,,,,HamCall,https://web.archive.org/web/20150815021845/http://hamcall.net:80/hamcallcounts.html +2015-08-04,TOTAL,13175,387136,,182368,54644,142883,780212,,,12254,48,,,,HamCall,https://web.archive.org/web/20150810165601/http://hamcall.net:80/hamcallcounts.html +2024-01-22,Alabama,67,5408,,3157,520,2886,12038,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Alaska,15,1551,,881,141,663,3251,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Arizona,111,11067,,5099,974,4565,21816,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Arkansas,38,4078,,1971,305,1614,8006,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,California,642,58304,,19389,3376,15477,97188,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Colorado,87,10614,,4518,694,3781,19694,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Connecticut,119,3104,,1871,377,1681,7152,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Delaware,20,758,,496,87,419,1780,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,District of Columbia,4,260,,113,21,119,517,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Florida,429,18196,,11812,2492,9973,42902,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Georgia,108,8765,,4961,818,4110,18762,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Guam,1,102,,50,8,101,262,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Hawaii,26,1994,,762,143,678,3603,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Idaho,27,6428,,2541,242,1629,10867,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Illinois,254,8459,,5278,986,4374,19351,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Indiana,167,7175,,4140,703,3186,15371,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Iowa,52,2957,,1669,393,1484,6555,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Kansas,68,3379,,1927,285,1528,7187,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Kentucky,71,4533,,2553,395,2030,9582,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Louisiana,58,2627,,1685,328,1352,6050,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Maine,37,1848,,1267,212,1105,4469,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Maryland,100,4741,,2804,536,2665,10846,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Massachusetts,147,5727,,3463,648,3279,13264,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Michigan,174,9751,,5345,971,4667,20908,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Minnesota,108,5222,,2976,588,2505,11399,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Mississippi,23,2153,,1355,218,1258,5007,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Missouri,95,7490,,3868,622,3095,15170,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Montana,27,2243,,1173,169,820,4432,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Nebraska,27,1688,,1041,222,755,3733,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Nevada,37,4479,,1890,315,1531,8252,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,New Hampshire,52,2411,,1495,255,1484,5697,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,New Jersey,190,5914,,3203,691,3067,13065,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,New Mexico,27,3200,,1482,262,1335,6306,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,New York,394,11756,,6766,1335,5929,26180,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,North Carolina,144,10256,,5916,1006,5147,22469,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,North Dakota,9,739,,416,63,297,1524,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Ohio,314,12176,,7393,1270,6105,27258,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Oklahoma,44,4954,,2529,367,1980,9874,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Oregon,97,11183,,4959,687,3587,20513,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Pennsylvania,272,10545,,6334,1275,5580,24006,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Puerto Rico,98,2952,,1189,169,715,5123,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Rhode Island,21,834,,488,87,458,1888,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,South Carolina,54,4709,,2732,453,2375,10323,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,South Dakota,16,888,,597,115,492,2108,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Tennessee,111,9277,,5183,800,4392,19763,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Texas,286,26573,,13311,2237,11232,53639,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Utah,36,12733,,3281,296,2152,18498,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Vermont,14,962,,521,104,492,2093,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Virgin Islands,,121,,70,11,55,257,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Virginia,174,9354,,5324,921,4819,20592,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Washington,184,18701,,8119,1111,5729,33844,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,West Virginia,41,3016,,1454,208,1245,5964,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Wisconsin,93,4774,,3205,554,2558,11184,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Wyoming,10,1023,,655,110,479,2277,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,Other*,1,281,,97,6,195,580,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts +2024-01-22,TOTAL,5821,374433,,186774,32182,155229,754439,,,,,,,,ARRL FCC License Counts,https://web.archive.org/web/20240123150030/https://www.arrl.org/fcc-license-counts diff --git a/plots/cities-over-time-freey.png b/plots/cities-over-time-freey.png index 0453622..85b9433 100644 Binary files a/plots/cities-over-time-freey.png and b/plots/cities-over-time-freey.png differ diff --git a/plots/cities-over-time.png b/plots/cities-over-time.png index fe17443..bcecc99 100644 Binary files a/plots/cities-over-time.png and 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