From 5b234aa7badf65ce1ddc57b12625a12317d10eca Mon Sep 17 00:00:00 2001
From: mattbk <mattbk@users.noreply.github.com>
Date: Mon, 23 Mar 2026 21:41:11 -0500
Subject: [PATCH] Process state data from fccULSloader.

---
 bin/fcc-query.R | 103 ++++++++++++++++++++++++++++++++++++++++++------
 1 file changed, 90 insertions(+), 13 deletions(-)

diff --git a/bin/fcc-query.R b/bin/fcc-query.R
index fcd6486..d400c1e 100644
--- a/bin/fcc-query.R
+++ b/bin/fcc-query.R
@@ -8,27 +8,104 @@ library(tidyr)
 library(janitor)
 library(USAboundaries)
 
+# Update local database
+system("cd python3 fccULSloader/src/fcc_tool.py --update")
+
+# Get current date
+now <- Sys.Date()
+
 con <- dbConnect(SQLite(), "fccULSloader/src/data/fcc_data.db")
 
 am <- tbl(con, "AM")
 en <- tbl(con, "EN")
 
-a <- dbGetQuery(con, "SELECT COUNT(*) FROM EN LEFT JOIN HD ON 
+a_raw <- dbGetQuery(con, "SELECT COUNT(*) FROM EN LEFT JOIN HD ON 
                     EN.unique_system_identifier = HD.unique_system_identifier 
-                    WHERE license_status = 'A';") #%>% 
-#janitor::clean_names() %>%
-#head(2)
-#filter(status_code == "A") %>%
-#summarize(count = n()) #%>%
-#collect()
+                    WHERE license_status = 'A';")
 
-print(a)
+total_active <- a_raw %>% rename(count = `COUNT(*)`) %>% 
+                        mutate(state_name = "TOTAL")
 
-b <- dbGetQuery(con, "SELECT UPPER(state), COUNT(*) FROM EN LEFT JOIN HD ON 
+print(total_active)
+
+# Query active licenes by state 
+b_raw <- dbGetQuery(con, "SELECT UPPER(state), COUNT(*) FROM EN LEFT JOIN HD ON 
                     EN.unique_system_identifier = HD.unique_system_identifier 
                     WHERE license_status = 'A'
-                    GROUP BY UPPER(state);") %>%
-    left_join(state_codes %>% filter(state_abbr != ""), 
-              by = c("UPPER(state)" = "state_abbr"))
+                    GROUP BY UPPER(state);") 
+
+active_by_state <- b_raw %>%
+    left_join(state_codes %>% filter(state_abbr != ""), 
+              by = c("UPPER(state)" = "state_abbr")) %>% 
+    rename(abbrev = `UPPER(state)`,
+                      count = `COUNT(*)`) %>% 
+        mutate(state_name = case_when(abbrev == "AA" ~ "Armed Forces America",
+                                      abbrev == "AE" ~ "Armed Forces Europe",
+                                      abbrev == "AP" ~ "Armed Forces Pacific",
+                                      abbrev == "VI" ~ "Virgin Islands",
+                                      abbrev == "UM" ~ "US Minor Islands",
+                                      abbrev == ""   ~ "Other*",
+                                      TRUE ~ state_name)) %>% 
+    bind_rows(total_active)
+
+print(active_by_state)
+
+# Query active licenes by state, by class
+d_raw <- dbGetQuery(con, "SELECT UPPER(state), operator_class, COUNT(*) FROM EN LEFT JOIN HD ON 
+                    EN.unique_system_identifier = HD.unique_system_identifier LEFT JOIN AM ON
+                    EN.unique_system_identifier = AM.unique_system_identifier 
+                    WHERE license_status = 'A'
+                    GROUP BY UPPER(state), operator_class;") 
+
+active_state_class <- d_raw %>%
+    left_join(state_codes %>% filter(state_abbr != ""), 
+              by = c("UPPER(state)" = "state_abbr")) %>% 
+    rename(abbrev = `UPPER(state)`,
+           count = `COUNT(*)`) %>% 
+    mutate(state_name = case_when(abbrev == "AA" ~ "Armed Forces America",
+                                  abbrev == "AE" ~ "Armed Forces Europe",
+                                  abbrev == "AP" ~ "Armed Forces Pacific",
+                                  abbrev == "VI" ~ "Virgin Islands",
+                                  abbrev == "UM" ~ "US Minor Islands",
+                                  abbrev == ""   ~ "Other*",
+                                  TRUE ~ state_name)) %>% 
+    #bind_rows(total_active) %>% 
+    select(-state_code, -abbrev, -jurisdiction_type) %>% 
+    mutate(operator_class = case_when(operator_class == "A" ~ "Advanced",
+                                      operator_class == "E" ~ "Extra",
+                                      operator_class == "G" ~ "General",
+                                      operator_class == "N" ~ "Novice",
+                                      operator_class %in% c("T","P") ~ "Tech")) %>% 
+    pivot_wider(names_from = operator_class,
+                values_from = count) %>% 
+    mutate(Date = now) %>% 
+    rename("State/Territory" = state_name) %>% 
+    select(Date, `State/Territory`, Novice, Tech, General, Advanced, Extra, `NA`) %>% 
+    mutate("Tech-Plus" = NA,
+           .before = General) %>% 
+    rowwise() %>% mutate("Total" = sum(c_across(Novice:`NA`),
+                                       na.rm = T)) %>% 
+    select(-`NA`) %>% 
+    group_by(Date) %>% 
+    bind_rows(summarise(., across(where(is.numeric), sum, na.rm = T),
+                        across(where(is.character), ~'TOTAL'))) %>% 
+    mutate(Tech_and_TechPlus = NA,
+           Conditional = NA,
+           Club	= NA,
+           Military = NA,
+           Multiple	= NA,
+           Repeater	= NA,
+           GMRS	= NA,
+           source_name	= "fccULSloader",
+           source_detail = "w1cdn.net"
+)
+
+# Append to table
+write.table(active_state_class, file = "out/fccULSloader-fcc-licenses-scraped.csv", sep = ",", 
+            append = TRUE, quote = FALSE, 
+            col.names = F, row.names = FALSE,
+            na = "") 
+
+
+
 
-print(b)