From b956604c301edad06a75508b90f5ef490336bcc8 Mon Sep 17 00:00:00 2001 From: mattbk Date: Thu, 11 Jan 2024 21:13:02 -0600 Subject: [PATCH] Add more data, drop stacked plot until data are cleaner. --- README.html | 436 +++++++++++++++++++++++ README.md | 1 - bin/data-plots.R | 33 +- data/us ham radio licenses over time.csv | 255 +++++++++++++ plots/class-over-time-stacked.png | Bin 171826 -> 203229 bytes plots/class-over-time.png | Bin 229102 -> 229284 bytes plots/total-over-time-y.html | 6 +- plots/total-over-time-y.png | Bin 173640 -> 178196 bytes 8 files changed, 711 insertions(+), 20 deletions(-) create mode 100644 README.html diff --git a/README.html b/README.html new file mode 100644 index 0000000..c11544f --- /dev/null +++ b/README.html @@ -0,0 +1,436 @@ + + + + + + + + + + + + + +README + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + +
+

Overview

+

Data and code for analysis at https://mastodon.radio/@W1CDN/111723969200676208.

+

I’ll get a blog post up at https://w1cdn.net at some point.

+

This is a work in progress. It is not intended to be immediately +useful for detailed analysis, but to act as a guide for further +investigation. As we figure out how to slice up and caveat data, it will +get more organized.

+
+
+

Resources (not all integrated yet)

+ +
+
+

Rough Plots

+

Alt text Alt text Alt text //Alt text

+
+ + + + +
+ + + + + + + + + + + + + + + diff --git a/README.md b/README.md index 374310e..9074994 100644 --- a/README.md +++ b/README.md @@ -23,4 +23,3 @@ how to slice up and caveat data, it will get more organized. ![Alt text](plots/total-over-time-y.png) ![Alt text](plots/total-over-time-2000.png) ![Alt text](plots/class-over-time.png) -![Alt text](plots/class-over-time-stacked.png) \ No newline at end of file diff --git a/bin/data-plots.R b/bin/data-plots.R index 2edff92..63f3368 100644 --- a/bin/data-plots.R +++ b/bin/data-plots.R @@ -48,6 +48,7 @@ ggplot(data = d_total, caption = "w1cdn.net", color = "Source") + theme(legend.position="bottom") +ggplotly() ggsave("plots/total-over-time-y.png", width = 6, height = 4) @@ -95,22 +96,22 @@ ggplot(data = d_total_long %>% filter(lclass != "Total"), ggsave("plots/class-over-time.png", width = 6, height = 4) ##### By license class, stacked ##### -ggplot(data = d_total_long %>% filter(lclass != "Total"), - aes(x = Date, - y = count, - fill = fct_reorder2(lclass, Date, count))) + - geom_area() + - scale_fill_colorblind() + - scale_x_date(date_breaks = "10 years", - date_minor_breaks = "1 year", - date_labels = "%Y") + - scale_y_continuous(labels = scales::comma) + - theme_bw() + - labs(title = "US Amateur Licenses by Class", - fill = "Class", - caption = "w1cdn.net") + - theme(legend.position="bottom") +# ggplot(data = d_total_long %>% filter(lclass != "Total"), +# aes(x = Date, +# y = count, +# fill = fct_reorder2(lclass, Date, count))) + +# geom_area() + +# scale_fill_colorblind() + +# scale_x_date(date_breaks = "10 years", +# date_minor_breaks = "1 year", +# date_labels = "%Y") + +# scale_y_continuous(labels = scales::comma) + +# theme_bw() + +# labs(title = "US Amateur Licenses by Class", +# fill = "Class", +# caption = "w1cdn.net") + +# theme(legend.position="bottom") -ggsave("plots/class-over-time-stacked.png", width = 6, height = 4) +#ggsave("plots/class-over-time-stacked.png", width = 6, height = 4) diff --git a/data/us ham radio licenses over time.csv b/data/us ham radio licenses over time.csv index ec86473..d2b319d 100644 --- a/data/us ham radio licenses over time.csv +++ b/data/us ham radio licenses over time.csv @@ -3318,3 +3318,258 @@ Date,State/Territory,Novice,Tech,Tech-Plus,General,Advanced,Extra,Total,Tech_and 1985-06-30,TOTAL,76188,81688,,116595,97383,37214,409068,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-08-01 p. 6 1986-06-30,TOTAL,78942,84985,,116606,97970,39776,418279,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-08-01 p. 6 1987-06-30,TOTAL,84822,89167,,114969,98018,42515,429491,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-08-01 p. 6 +1985-07-31,TOTAL,,,,,,,410287,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-09-01 p. 4 +1986-07-31,TOTAL,,,,,,,420193,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-09-01 p. 4 +1987-07-31,TOTAL,,,,,,,428854,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-09-01 p. 4 +1985-08-31,TOTAL,75972,82867,,117189,97759,37793,411580,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-10-01 p. 4 +1986-08-31,TOTAL,79359,86025,,116944,98294,40455,421077,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-10-01 p. 4 +1986-08-31,TOTAL,83238,90675,,114737,98144,42914,429678,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-10-01 p. 4 +1985-09-30,TOTAL,76337,83117,,117340,97825,37968,412587,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,TOTAL,79107,86148,,116864,98195,40768,421082,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,TOTAL,82779,91633,,114428,98147,43214,430201,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5; FCC numbers in W5YI Report 1987-11-15 p. 4 +1986-09-30,TOTAL,,,,,,,421082,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,TOTAL,,,,,,,412587,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1984-09-30,TOTAL,,,,,,,410066,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1977-09-30,TOTAL,,,,,,,254684,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1967-09-30,TOTAL,,,,,,,260301,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,California,,,,,,,56960,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Florida,,,,,,,24518,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,New York,,,,,,,25833,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Texas,,,,,,,24408,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Ohio,,,,,,,20276,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Illinois,,,,,,,17384,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Pennsylvania,,,,,,,17153,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Michigan,,,,,,,14212,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Washington,,,,,,,12600,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,New Jersey,,,,,,,12824,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,California,,,,,,,58400,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Florida,,,,,,,25476,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,New York,,,,,,,26030,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Texas,,,,,,,24930,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Ohio,,,,,,,20370,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Illinois,,,,,,,17446,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Pennsylvania,,,,,,,17309,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Michigan,,,,,,,14158,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Washington,,,,,,,12997,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,New Jersey,,,,,,,12910,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,California,,,,,,,59944,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Florida,,,,,,,26242,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,New York,,,,,,,26001,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Texas,,,,,,,25495,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Ohio,,,,,,,20783,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Illinois,,,,,,,17548,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Pennsylvania,,,,,,,17545,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Michigan,,,,,,,14259,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Washington,,,,,,,13436,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,New Jersey,,,,,,,12932,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Wyoming,,,,,,,938,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Delaware,,,,,,,991,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,North Dakota,,,,,,,1026,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,South Dakota,,,,,,,1088,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Vermont,,,,,,,1027,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Montana,,,,,,,1577,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Rhode Island,,,,,,,1575,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Alaska,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Idaho,,,,,,,1934,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Nevada,,,,,,,1942,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-09-30,Hawaii,,,,,,,1907,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Wyoming,,,,,,,957,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Delaware,,,,,,,1005,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,North Dakota,,,,,,,1039,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,South Dakota,,,,,,,1079,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Vermont,,,,,,,1084,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Montana,,,,,,,1602,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Rhode Island,,,,,,,1617,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Alaska,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Idaho,,,,,,,1930,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Nevada,,,,,,,1981,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1986-09-30,Hawaii,,,,,,,1930,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Wyoming,,,,,,,971,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Delaware,,,,,,,1014,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,North Dakota,,,,,,,1104,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,South Dakota,,,,,,,1111,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Vermont,,,,,,,1138,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Montana,,,,,,,1581,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Rhode Island,,,,,,,1688,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Alaska,,,,,,,1971,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Idaho,,,,,,,2000,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Nevada,,,,,,,2078,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1987-09-30,Hawaii,,,,,,,2168,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-11-01 p. 5 +1985-10-31,TOTAL,76466,83361,,117268,97864,38168,410346,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-12-01 p. 5 +1986-10-31,TOTAL,78986,85495,,116218,97788,40824,419311,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-12-01 p. 5 +1987-10-31,TOTAL,82216,92267,,114487,98287,43479,430746,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1987-12-01 p. 5 +1985-11-30,TOTAL,77087,83387,,117082,97781,38305,413642,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1986-11-30,TOTAL,79019,85431,,115998,97821,40989,419258,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,TOTAL,82296,92618,,114396,98383,43608,431301,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,California,,,,,,,60222,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,Florida,,,,,,,26381,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,New York,,,,,,,25989,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,Texas,,,,,,,25613,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,Ohio,,,,,,,20807,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,Pennsylvania,,,,,,,17531,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,Illinois,,,,,,,17515,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,Michigan,,,,,,,14266,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,Washington,,,,,,,13563,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1987-11-30,New Jersey,,,,,,,12901,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-01-01 p. 5 +1985-12-31,Alabama,1063,,,,,,5854,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Alaska,409,,,,,,1982,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Arizona,1115,,,,,,7618,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Arkansas,547,,,,,,3148,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,California,9982,,,,,,57560,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Colorado,1185,,,,,,6712,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Connecticut,1477,,,,,,6373,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Delaware,217,,,,,,1012,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,District of Columbia,74,,,,,,407,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Florida,4785,,,,,,24842,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Georgia,1331,,,,,,7804,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Hawaii,370,,,,,,1900,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Idaho,376,,,,,,1945,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Illinois,3272,,,,,,17463,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Indiana,2049,,,,,,9893,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Iowa,896,,,,,,4975,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Kansas,939,,,,,,4592,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Kentucky,961,,,,,,4554,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Louisiana,819,,,,,,4770,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Maine,467,,,,,,2426,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Maryland,1335,,,,,,7554,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Massachusetts,1730,,,,,,11063,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Michigan,2734,,,,,,14232,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Minnesota,1395,,,,,,7185,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Mississippi,436,,,,,,2553,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Missouri,1632,,,,,,8139,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Montana,317,,,,,,1578,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Nebraska,485,,,,,,2817,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Nevada,336,,,,,,1952,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,New Hampshire,472,,,,,,2706,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,New Jersey,2195,,,,,,12865,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,New Mexico,388,,,,,,2752,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,New York,6227,,,,,,25991,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,North Carolina,1431,,,,,,8377,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,North Dakota,258,,,,,,1028,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Ohio,3720,,,,,,20322,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Oklahoma,925,,,,,,5115,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Oregon,1595,,,,,,7686,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Pennsylvania,3421,,,,,,17267,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Rhode Island,251,,,,,,1582,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,South Carolina,564,,,,,,3601,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,South Dakota,208,,,,,,1084,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Tennessee,1309,,,,,,7596,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Texas,3839,,,,,,24611,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Utah,477,,,,,,2565,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Vermont,194,,,,,,1035,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Virginia,1618,,,,,,9458,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Washington,2461,,,,,,12704,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,West Virginia,823,,,,,,3307,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Wisconsin,1268,,,,,,6641,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Wyoming,230,,,,,,946,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Puerto Rico,1829,,,,,,3536,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Virgin Islands,45,,,,,,163,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1985-12-31,Other*,13,,,,,,45,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Alabama,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Alaska,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Arizona,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Arkansas,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,California,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Colorado,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Connecticut,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Delaware,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,District of Columbia,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Florida,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Georgia,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Hawaii,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Idaho,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Illinois,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Indiana,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Iowa,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Kansas,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Kentucky,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Louisiana,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Maine,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Maryland,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Massachusetts,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Michigan,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Minnesota,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Mississippi,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Missouri,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Montana,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Nebraska,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Nevada,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,New Hampshire,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,New Jersey,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,New Mexico,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,New York,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,North Carolina,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,North Dakota,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Ohio,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Oklahoma,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Oregon,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Pennsylvania,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Rhode Island,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,South Carolina,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,South Dakota,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Tennessee,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Texas,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Utah,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Vermont,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Virginia,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Washington,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,West Virginia,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Wisconsin,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Wyoming,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Puerto Rico,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Virgin Islands,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1986-12-31,Other*,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Alabama,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Alaska,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Arizona,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Arkansas,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,California,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Colorado,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Connecticut,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Delaware,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,District of Columbia,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Florida,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Georgia,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Hawaii,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Idaho,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Illinois,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Indiana,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Iowa,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Kansas,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Kentucky,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Louisiana,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Maine,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Maryland,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Massachusetts,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Michigan,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Minnesota,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Mississippi,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Missouri,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Montana,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Nebraska,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Nevada,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,New Hampshire,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,New Jersey,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,New Mexico,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,New York,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,North Carolina,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,North Dakota,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Ohio,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Oklahoma,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Oregon,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Pennsylvania,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Rhode Island,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,South Carolina,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,South Dakota,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Tennessee,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Texas,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Utah,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Vermont,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Virginia,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Washington,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,West Virginia,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Wisconsin,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Wyoming,,,,,,,,,,,,,,FCC-W5YI,FCC numbers in W5YI Report 1988-02-01 p. 2 +1987-12-31,Puerto 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