W1CDN/ham-radio-licenses
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Update data and start plotting ARRL membership.

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This commit is contained in:
mattbk
2026-02-21 14:19:19 -06:00
parent 491c0058bd
commit be66e6b502
22 changed files with 2741 additions and 9863 deletions
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1
README.md
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@@ -56,4 +56,5 @@ All the data in these plots is in https://amiok.net/gitea/W1CDN/ham-radio-licens
![Alt text](plots/cities-over-time-freey.png) ![Alt text](plots/cities-over-time-freey.png)
![Alt text](plots/actions-over-time.png) ![Alt text](plots/actions-over-time.png)
![Alt text](plots/actions-over-time-2-years.png) ![Alt text](plots/actions-over-time-2-years.png)
![Alt text](plots/arrl-over-time.png)

40
bin/data-plots.R
View File

@@ -53,6 +53,17 @@ ae7q_actions <- read.csv("data/ae7q-actions-scraped.csv") %>%
#date_vec <- seq(min(ae7q_actions$date), max(ae7q_actions$date), by="days") #date_vec <- seq(min(ae7q_actions$date), max(ae7q_actions$date), by="days")
#all(date_vec == unique(ae7q_actions$date)) #all(date_vec == unique(ae7q_actions$date))
#### ARRL ####
arrl_raw <- read.csv("data/arrl membership over time.csv")
qst_raw <- read.csv("data/qst-somc.csv")
arrl <- arrl_raw %>%
mutate(Date = as.Date(Date))
qst <- qst_raw %>%
mutate(Date = as.Date(form_month),
paid_copies_mean_monthly = c15_year_copies_paid +
a16_year_copies_digital_paid) %>%
pivot_longer(cols = -c(form_month, Date))
#### Plots #### #### Plots ####
##### Total over time, y = 0 ##### ##### Total over time, y = 0 #####
@@ -356,3 +367,32 @@ ggplot(data = ae7q_actions %>% filter(date >= Sys.Date() - years(2)),
guides(color = "none") guides(color = "none")
ggsave("plots/actions-over-time-2-years.png", width = 9, height = 6) ggsave("plots/actions-over-time-2-years.png", width = 9, height = 6)
##### ARRL #####
ggplot(data = arrl,
aes(x = Date,
y = Members,
color = source_name)) +
geom_line() +
geom_point(size = 0.3) +
geom_line(data = qst %>% filter(name %in% c("paid_copies_mean_monthly")),
aes(x = Date,
y = value,
color = name)) +
scale_x_date(date_breaks = "10 years",
date_minor_breaks = "1 year",
date_labels = "%Y") +
scale_y_continuous(labels = scales::comma,
limits = c(0, NA)) +
theme_bw() +
labs(title = "ARRL Membership Indicators",
caption = "w1cdn.net",
color = "Source") +
theme(legend.position="bottom")
ggplotly()
ggsave("plots/arrl-over-time.png", width = 6, height = 4)

22
data/ae7q-actions-scraped.csv
View File

@@ -16291,3 +16291,25 @@ date,action,count,source,source_detail
2025-12-18,SYSGRT - New Systematic Call Sign Assigned,80,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2025-12-18 2025-12-18,SYSGRT - New Systematic Call Sign Assigned,80,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2025-12-18
2026-01-01,LIREN - License Renewed,133,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-01 2026-01-01,LIREN - License Renewed,133,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-01
2026-01-01,SYSGRT - New Systematic Call Sign Assigned,67,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-01 2026-01-01,SYSGRT - New Systematic Call Sign Assigned,67,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-01
2026-01-05,LIREN - License Renewed,6,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-05
2026-01-05,SYSGRT - New Systematic Call Sign Assigned,2,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-05
2026-01-06,LIREN - License Renewed,351,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-06
2026-01-06,SYSGRT - New Systematic Call Sign Assigned,125,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-06
2026-01-06,VANGRT - Vanity Call Sign Assigned,56,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-06
2026-01-07,LIREN - License Renewed,155,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-07
2026-01-07,SYSGRT - New Systematic Call Sign Assigned,97,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-07
2026-01-08,LIREN - License Renewed,211,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-08
2026-01-08,SYSGRT - New Systematic Call Sign Assigned,68,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-08
2026-01-12,,,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-11
2026-01-12,LIREN - License Renewed,3,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-12
2026-01-12,SYSGRT - New Systematic Call Sign Assigned,2,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-12
2026-01-13,LIREN - License Renewed,341,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-13
2026-01-13,SYSGRT - New Systematic Call Sign Assigned,185,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-13
2026-01-14,LIREN - License Renewed,135,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-14
2026-01-14,SYSGRT - New Systematic Call Sign Assigned,135,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-01-14
2026-02-02,,,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-02-01
2026-02-02,LIREN - License Renewed,1,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-02-02
2026-02-02,SYSGRT - New Systematic Call Sign Assigned,2,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-02-02
2026-02-03,LIREN - License Renewed,389,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-02-03
2026-02-03,SYSGRT - New Systematic Call Sign Assigned,149,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-02-03
2026-02-03,VANGRT - Vanity Call Sign Assigned,66,AE7Q,https://www.ae7q.com/query/list/ProcessDate.php?DATE=2026-02-03
Can't render this file because it is too large.

7911
data/hamcall-states-scraped.csv
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File diff suppressed because it is too large Load Diff

6
data/qst-somc.csv Normal file
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@@ -0,0 +1,6 @@
form_month,a15_month_copies,a15_year_copies,c15_month_copies_paid,c15_year_copies_paid,a16_month_copies_digital_paid,a16_year_copies_digital_paid
2022-09-01,116950,117409,91984,92933,30298,28207
2023-09-01,114500,115087,91352,92815,23251,19963
1997-09-01,192724,191141,178311,167992,0,0
2020-09-01,127000,134497,91503,95536,22623,14908
2021-09-01,117099,121600,94634,94710,29269,26839
1 form_month a15_month_copies a15_year_copies c15_month_copies_paid c15_year_copies_paid a16_month_copies_digital_paid a16_year_copies_digital_paid
2 2022-09-01 116950 117409 91984 92933 30298 28207
3 2023-09-01 114500 115087 91352 92815 23251 19963
4 1997-09-01 192724 191141 178311 167992 0 0
5 2020-09-01 127000 134497 91503 95536 22623 14908
6 2021-09-01 117099 121600 94634 94710 29269 26839

300
data/us cities ham radio licenses over time.csv
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@@ -10724,3 +10724,303 @@ Date,City,State,Count,source_name,source_detail
2025-12-29,Salem,OR,1707,HamCall,https://hamcall.net/hamcallcounts.html 2025-12-29,Salem,OR,1707,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html 2025-12-29,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Lexington,SC,1595,HamCall,https://hamcall.net/hamcallcounts.html 2025-12-29,Lexington,SC,1595,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Portland,OR,3984,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,San Diego,CA,3668,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Houston,TX,3326,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Tucson,AZ,3216,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Seattle,WA,3166,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,San Jose,CA,2926,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Las Vegas,NV,2801,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Austin,TX,2573,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Phoenix,AZ,2509,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Colorado Springs,CO,2463,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Springfield,OH,2321,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,San Antonio,TX,2291,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,San Francisco,CA,2136,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Los Angeles,CA,2118,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Jacksonville,FL,2101,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Dallas,TX,1973,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Albuquerque,NM,1969,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Mesa,AZ,1920,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Arlington,TX,1864,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Madison,TN,1717,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Columbus,OH,1709,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Salem,OR,1707,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html
2025-12-29,Lexington,SC,1595,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Portland,OR,3985,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Diego,CA,3667,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Houston,TX,3332,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Tucson,AZ,3222,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Seattle,WA,3164,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Jose,CA,2928,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Las Vegas,NV,2808,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Austin,TX,2573,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Phoenix,AZ,2509,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Colorado Springs,CO,2464,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Springfield,OH,2320,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Antonio,TX,2291,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Francisco,CA,2141,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Los Angeles,CA,2119,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Jacksonville,FL,2103,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Dallas,TX,1972,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Albuquerque,NM,1967,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Mesa,AZ,1919,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Arlington,TX,1867,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Madison,TN,1716,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Columbus,OH,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Salem,OR,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Knoxville,TN,1638,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Lexington,SC,1596,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Portland,OR,3985,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Diego,CA,3667,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Houston,TX,3332,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Tucson,AZ,3222,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Seattle,WA,3164,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Jose,CA,2928,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Las Vegas,NV,2808,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Austin,TX,2573,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Phoenix,AZ,2509,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Colorado Springs,CO,2464,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Springfield,OH,2320,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Antonio,TX,2291,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Francisco,CA,2141,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Los Angeles,CA,2119,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Jacksonville,FL,2103,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Dallas,TX,1972,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Albuquerque,NM,1967,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Mesa,AZ,1919,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Arlington,TX,1867,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Madison,TN,1716,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Columbus,OH,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Salem,OR,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Knoxville,TN,1638,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Lexington,SC,1596,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Portland,OR,3985,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Diego,CA,3667,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Houston,TX,3332,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Tucson,AZ,3222,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Seattle,WA,3164,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Jose,CA,2928,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Las Vegas,NV,2808,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Austin,TX,2573,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Phoenix,AZ,2509,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Colorado Springs,CO,2464,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Springfield,OH,2320,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Antonio,TX,2291,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Francisco,CA,2141,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Los Angeles,CA,2119,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Jacksonville,FL,2103,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Dallas,TX,1972,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Albuquerque,NM,1967,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Mesa,AZ,1919,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Arlington,TX,1867,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Madison,TN,1716,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Columbus,OH,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Salem,OR,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Knoxville,TN,1638,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Lexington,SC,1596,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Portland,OR,3985,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Diego,CA,3667,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Houston,TX,3332,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Tucson,AZ,3222,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Seattle,WA,3164,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Jose,CA,2928,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Las Vegas,NV,2808,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Austin,TX,2573,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Phoenix,AZ,2509,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Colorado Springs,CO,2464,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Springfield,OH,2320,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Antonio,TX,2291,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Francisco,CA,2141,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Los Angeles,CA,2119,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Jacksonville,FL,2103,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Dallas,TX,1972,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Albuquerque,NM,1967,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Mesa,AZ,1919,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Arlington,TX,1867,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Madison,TN,1716,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Columbus,OH,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Salem,OR,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Knoxville,TN,1638,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Lexington,SC,1596,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Portland,OR,3985,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Diego,CA,3667,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Houston,TX,3332,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Tucson,AZ,3222,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Seattle,WA,3164,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Jose,CA,2928,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Las Vegas,NV,2808,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Austin,TX,2573,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Phoenix,AZ,2509,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Colorado Springs,CO,2464,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Springfield,OH,2320,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Antonio,TX,2291,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,San Francisco,CA,2141,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Los Angeles,CA,2119,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Jacksonville,FL,2103,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Dallas,TX,1972,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Albuquerque,NM,1967,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Mesa,AZ,1919,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Arlington,TX,1867,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Madison,TN,1716,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Columbus,OH,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Salem,OR,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Knoxville,TN,1638,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-06,Lexington,SC,1596,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Portland,OR,3986,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Diego,CA,3673,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Houston,TX,3331,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Tucson,AZ,3223,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Seattle,WA,3164,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Jose,CA,2931,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Las Vegas,NV,2810,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Austin,TX,2576,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Phoenix,AZ,2511,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Colorado Springs,CO,2463,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Springfield,OH,2320,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Antonio,TX,2292,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Francisco,CA,2140,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Los Angeles,CA,2123,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Jacksonville,FL,2104,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Dallas,TX,1974,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Albuquerque,NM,1966,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Mesa,AZ,1916,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Arlington,TX,1868,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Madison,TN,1715,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Salem,OR,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Columbus,OH,1706,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Lexington,SC,1596,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Portland,OR,3986,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Diego,CA,3673,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Houston,TX,3331,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Tucson,AZ,3223,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Seattle,WA,3164,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Jose,CA,2931,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Las Vegas,NV,2810,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Austin,TX,2576,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Phoenix,AZ,2511,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Colorado Springs,CO,2463,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Springfield,OH,2320,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Antonio,TX,2292,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Francisco,CA,2140,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Los Angeles,CA,2123,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Jacksonville,FL,2104,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Dallas,TX,1974,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Albuquerque,NM,1966,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Mesa,AZ,1916,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Arlington,TX,1868,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Madison,TN,1715,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Salem,OR,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Columbus,OH,1706,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Lexington,SC,1596,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Portland,OR,3986,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Diego,CA,3673,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Houston,TX,3331,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Tucson,AZ,3223,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Seattle,WA,3164,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Jose,CA,2931,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Las Vegas,NV,2810,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Austin,TX,2576,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Phoenix,AZ,2511,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Colorado Springs,CO,2463,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Springfield,OH,2320,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Antonio,TX,2292,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,San Francisco,CA,2140,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Los Angeles,CA,2123,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Jacksonville,FL,2104,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Dallas,TX,1974,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Albuquerque,NM,1966,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Mesa,AZ,1916,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Arlington,TX,1868,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Rochester,NY,1737,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Madison,TN,1715,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Salem,OR,1708,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Columbus,OH,1706,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-12,Lexington,SC,1596,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Portland,OR,3993,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,San Diego,CA,3675,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Houston,TX,3338,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Tucson,AZ,3227,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Seattle,WA,3169,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,San Jose,CA,2927,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Las Vegas,NV,2809,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Austin,TX,2589,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Phoenix,AZ,2508,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Colorado Springs,CO,2468,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Springfield,OH,2318,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,San Antonio,TX,2299,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,San Francisco,CA,2157,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Los Angeles,CA,2126,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Jacksonville,FL,2106,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Dallas,TX,1972,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Albuquerque,NM,1966,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Mesa,AZ,1918,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Arlington,TX,1873,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Rochester,NY,1739,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Madison,TN,1716,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Salem,OR,1707,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Columbus,OH,1704,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html
2026-01-26,Lexington,SC,1598,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Portland,OR,3996,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,San Diego,CA,3676,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Houston,TX,3340,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Tucson,AZ,3233,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Seattle,WA,3169,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,San Jose,CA,2926,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Las Vegas,NV,2811,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Austin,TX,2589,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Phoenix,AZ,2508,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Colorado Springs,CO,2469,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Springfield,OH,2323,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,San Antonio,TX,2302,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,San Francisco,CA,2164,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Los Angeles,CA,2125,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Jacksonville,FL,2106,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Dallas,TX,1972,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Albuquerque,NM,1968,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Mesa,AZ,1919,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Arlington,TX,1874,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Rochester,NY,1740,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Madison,TN,1717,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Salem,OR,1716,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Columbus,OH,1707,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Lexington,SC,1600,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Portland,OR,3996,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,San Diego,CA,3676,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Houston,TX,3340,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Tucson,AZ,3233,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Seattle,WA,3169,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,San Jose,CA,2926,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Las Vegas,NV,2811,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Austin,TX,2589,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Phoenix,AZ,2508,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Colorado Springs,CO,2469,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Springfield,OH,2323,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,San Antonio,TX,2302,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,San Francisco,CA,2164,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Los Angeles,CA,2125,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Jacksonville,FL,2106,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Dallas,TX,1972,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Albuquerque,NM,1968,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Mesa,AZ,1919,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Arlington,TX,1874,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Rochester,NY,1740,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Madison,TN,1717,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Salem,OR,1716,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Columbus,OH,1707,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Knoxville,TN,1639,HamCall,https://hamcall.net/hamcallcounts.html
2026-02-02,Lexington,SC,1600,HamCall,https://hamcall.net/hamcallcounts.html
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data/us ham radio licenses over time.csv
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