W1CDN/ham-radio-licenses
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compare: W1CDN:1f9cfb8f9c29e73532fc6249718526a1fc866791
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4 changed files with 3 additions and 158 deletions
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6
bin/data-plots.R
View File

@ -213,8 +213,7 @@ ggsave("plots/class-over-time-facet.png", width = 15, height = 9)
##### By state #####
ggplot(data = d_state_total_long,
aes(x = Date,
y = Total,
color = source_name)) +
y = Total)) +
geom_line() +
geom_point(size = 0.3) +
facet_wrap(~State.Territory,
@ -264,8 +263,7 @@ ggsave("plots/cities-over-time.png", width = 15, height = 9)
ggplot(data = city,
aes(x = Date,
y = Count,
group = city_label,
color = source_name)) +
group = city_label)) +
geom_line() +
geom_point(size = 0.3) +
facet_wrap(~city_label,

51
bin/scrape-arrl-fcc.R
View File

@ -36,7 +36,7 @@ tab <- d_raw %>%
# Append table
write.table(tab, file = "out/arrl-fcc-licenses-scraped.csv", sep = ",",
append = TRUE, quote = FALSE,
col.names = F, row.names = FALSE,
col.names = TRUE, row.names = FALSE,
na = "")
# Clean up table to remove any duplicates (sometimes the page isn't updated regularly)
@ -48,52 +48,3 @@ write.table(tab, file = "out/arrl-fcc-licenses-scraped.csv", sep = ",",
# row.names = F,
# na = "")
###### HamCall
hamcall_url <- "https://hamcall.net/hamcallcounts.html"
# Read the page
hamcall_raw <- read_html(hamcall_url)
# Get date (weird for HamCall because no xpath)
hamcall_date <- hamcall_raw %>%
html_text() %>%
as.character() %>%
gsub(".*All counts current as of ", "", .) %>%
gsub("\n\r\n\r\nAll Current US Hams.*", "", .) %>%
as.Date()
# Get tables and clean up
hamcall_tables <- hamcall_raw %>%
html_elements(xpath = "//table") %>%
html_table()
hamcall_table_all_hams_raw <- hamcall_tables[[2]]
hamcall_table_class_raw <- hamcall_tables[[3]]
hamcall_table_city_raw <- hamcall_tables[[4]]
hamcall_table_state_raw <- hamcall_tables[[5]]
# Total licenses and class counts
hamcall_table_class_pivot <- hamcall_table_class_raw %>%
pivot_wider(names_from = "Class",
values_from = "Count") %>%
# Grab total and date
mutate(date = hamcall_date,
state = "TOTAL",
techplus = NA,
total = hamcall_table_all_hams_raw[1,2] %>% pull()) %>%
# Arrange columns
relocate(date, state, N, T, techplus, G, A, E, total) %>%
select(1:9) %>%
mutate(a = NA, b = NA,
club = hamcall_table_all_hams_raw[2,2] %>% pull(),
military = hamcall_table_all_hams_raw[3,2] %>% pull(),
c = NA, d = NA, e = NA,
source_name = "HamCall",
source_detail = hamcall_url)
# Append table
write.table(hamcall_table_class_pivot, file = "out/hamcall-licenses-scraped.csv", sep = ",",
append = TRUE, quote = FALSE,
col.names = F, row.names = FALSE,
na = "")

100
data/us cities ham radio licenses over time.csv
View File

@ -749,103 +749,3 @@ Date,City,State,Count,source_name,source_detail
2024-02-13,Madison,TN,1697,HamCall,https://web.archive.org/web/20240214150509/https://hamcall.net/hamcallcounts.html
2024-02-13,Knoxville,TN,1658,HamCall,https://web.archive.org/web/20240214150509/https://hamcall.net/hamcallcounts.html
2024-02-13,Miami,FL,1608,HamCall,https://web.archive.org/web/20240214150509/https://hamcall.net/hamcallcounts.html
2024-01-30,Portland,OR,3991,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,San Diego,CA,3808,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Houston,TX,3447,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Tucson,AZ,3232,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Seattle,WA,3152,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,San Jose,CA,3094,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Las Vegas,NV,2866,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Austin,TX,2605,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Phoenix,AZ,2593,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Colorado Springs,CO,2437,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Springfield,OH,2372,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,San Antonio,TX,2302,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,San Francisco,CA,2213,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Los Angeles,CA,2202,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Jacksonville,FL,2101,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Albuquerque,NM,2035,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Dallas,TX,1979,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Mesa,AZ,1965,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Arlington,TX,1876,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Rochester,NY,1744,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Columbus,OH,1715,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Salem,OR,1703,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Madison,TN,1698,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Knoxville,TN,1659,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30,Miami,FL,1618,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-02-06,Portland,OR,3995,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,San Diego,CA,3806,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Houston,TX,3448,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Tucson,AZ,3232,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Seattle,WA,3152,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,San Jose,CA,3092,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Las Vegas,NV,2866,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Austin,TX,2606,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Phoenix,AZ,2589,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Colorado Springs,CO,2434,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Springfield,OH,2371,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,San Antonio,TX,2301,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,San Francisco,CA,2214,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Los Angeles,CA,2199,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Jacksonville,FL,2100,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Albuquerque,NM,2032,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Dallas,TX,1979,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Mesa,AZ,1965,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Arlington,TX,1878,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Rochester,NY,1739,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Columbus,OH,1716,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Salem,OR,1705,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Madison,TN,1697,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Knoxville,TN,1657,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06,Miami,FL,1615,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-13,Portland,OR,3998,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,San Diego,CA,3808,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Houston,TX,3448,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Tucson,AZ,3233,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Seattle,WA,3151,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,San Jose,CA,3085,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Las Vegas,NV,2865,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Austin,TX,2597,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Phoenix,AZ,2586,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Colorado Springs,CO,2434,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Springfield,OH,2370,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,San Antonio,TX,2306,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,San Francisco,CA,2211,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Los Angeles,CA,2200,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Jacksonville,FL,2100,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Albuquerque,NM,2033,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Dallas,TX,1986,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Mesa,AZ,1960,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Arlington,TX,1877,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Rochester,NY,1738,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Columbus,OH,1715,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Salem,OR,1704,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Madison,TN,1697,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Knoxville,TN,1658,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13,Miami,FL,1608,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-20,Portland,OR,3999,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,San Diego,CA,3811,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Houston,TX,3443,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Tucson,AZ,3224,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Seattle,WA,3146,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,San Jose,CA,3080,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Las Vegas,NV,2862,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Austin,TX,2598,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Phoenix,AZ,2586,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Colorado Springs,CO,2437,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Springfield,OH,2366,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,San Antonio,TX,2306,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,San Francisco,CA,2210,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Los Angeles,CA,2199,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Jacksonville,FL,2100,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Albuquerque,NM,2031,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Dallas,TX,1991,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Mesa,AZ,1955,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Arlington,TX,1876,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Rochester,NY,1738,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Columbus,OH,1714,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Salem,OR,1698,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Madison,TN,1693,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Knoxville,TN,1656,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20,Miami,FL,1604,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html

1 Date City State Count source_name source_detail
749 2024-02-13 Madison TN 1697 HamCall https://web.archive.org/web/20240214150509/https://hamcall.net/hamcallcounts.html
750 2024-02-13 Knoxville TN 1658 HamCall https://web.archive.org/web/20240214150509/https://hamcall.net/hamcallcounts.html
751 2024-02-13 Miami FL 1608 HamCall https://web.archive.org/web/20240214150509/https://hamcall.net/hamcallcounts.html
2024-01-30 Portland OR 3991 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 San Diego CA 3808 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Houston TX 3447 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Tucson AZ 3232 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Seattle WA 3152 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 San Jose CA 3094 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Las Vegas NV 2866 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Austin TX 2605 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Phoenix AZ 2593 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Colorado Springs CO 2437 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Springfield OH 2372 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 San Antonio TX 2302 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 San Francisco CA 2213 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Los Angeles CA 2202 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Jacksonville FL 2101 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Albuquerque NM 2035 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Dallas TX 1979 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Mesa AZ 1965 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Arlington TX 1876 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Rochester NY 1744 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Columbus OH 1715 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Salem OR 1703 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Madison TN 1698 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Knoxville TN 1659 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-01-30 Miami FL 1618 HamCall https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-02-06 Portland OR 3995 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 San Diego CA 3806 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Houston TX 3448 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Tucson AZ 3232 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Seattle WA 3152 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 San Jose CA 3092 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Las Vegas NV 2866 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Austin TX 2606 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Phoenix AZ 2589 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Colorado Springs CO 2434 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Springfield OH 2371 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 San Antonio TX 2301 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 San Francisco CA 2214 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Los Angeles CA 2199 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Jacksonville FL 2100 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Albuquerque NM 2032 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Dallas TX 1979 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Mesa AZ 1965 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Arlington TX 1878 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Rochester NY 1739 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Columbus OH 1716 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Salem OR 1705 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Madison TN 1697 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Knoxville TN 1657 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-06 Miami FL 1615 HamCall https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-13 Portland OR 3998 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 San Diego CA 3808 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Houston TX 3448 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Tucson AZ 3233 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Seattle WA 3151 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 San Jose CA 3085 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Las Vegas NV 2865 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Austin TX 2597 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Phoenix AZ 2586 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Colorado Springs CO 2434 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Springfield OH 2370 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 San Antonio TX 2306 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 San Francisco CA 2211 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Los Angeles CA 2200 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Jacksonville FL 2100 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Albuquerque NM 2033 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Dallas TX 1986 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Mesa AZ 1960 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Arlington TX 1877 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Rochester NY 1738 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Columbus OH 1715 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Salem OR 1704 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Madison TN 1697 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Knoxville TN 1658 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-13 Miami FL 1608 HamCall https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-20 Portland OR 3999 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 San Diego CA 3811 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Houston TX 3443 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Tucson AZ 3224 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Seattle WA 3146 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 San Jose CA 3080 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Las Vegas NV 2862 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Austin TX 2598 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Phoenix AZ 2586 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Colorado Springs CO 2437 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Springfield OH 2366 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 San Antonio TX 2306 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 San Francisco CA 2210 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Los Angeles CA 2199 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Jacksonville FL 2100 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Albuquerque NM 2031 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Dallas TX 1991 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Mesa AZ 1955 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Arlington TX 1876 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Rochester NY 1738 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Columbus OH 1714 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Salem OR 1698 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Madison TN 1693 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Knoxville TN 1656 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html
2024-02-20 Miami FL 1604 HamCall https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html

4
data/us ham radio licenses over time.csv
View File

@ -8397,7 +8397,3 @@ Date,State/Territory,Novice,Tech,Tech-Plus,General,Advanced,Extra,Total,Tech_and
2024-04-18,West Virginia,40,3029,,1438,198,1260,5965,,,,,,,,ARRL FCC License Counts,http://www.arrl.org/fcc-license-counts
2024-04-18,Wisconsin,88,4761,,3192,540,2578,11159,,,,,,,,ARRL FCC License Counts,http://www.arrl.org/fcc-license-counts
2024-04-18,TOTAL,5674,372994,,186090,31293,155526,751577,,,,,,,,ARRL FCC License Counts,http://www.arrl.org/fcc-license-counts
2024-01-30 ,TOTAL,6793,427301,,201907,35807,164574,836398,,,12322,39,,,,HamCall,https://web.archive.org/web/20240130150301/https://hamcall.net/hamcallcounts.html
2024-02-06,TOTAL,6786,427226,,201899,35783,164600,836310,,,12328,39,,,,HamCall,https://web.archive.org/web/20240206150414/https://hamcall.net/hamcallcounts.html
2024-02-13,TOTAL,6772,427133,,201913,35748,164677,836259,,,12327,39,,,,HamCall,https://web.archive.org/web/20240213150403/https://hamcall.net/hamcallcounts.html
2024-02-20,TOTAL,6759,426751,,201843,35716,164665,835750,,,12320,39,,,,HamCall,https://web.archive.org/web/20240221173854/https://hamcall.net/hamcallcounts.html

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