<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/">
  <channel>
    <title>RandomOpenData &amp;mdash; KJ7RRV</title>
    <link>https://kj7rrv.com/tag:RandomOpenData</link>
    <description></description>
    <pubDate>Wed, 29 Apr 2026 09:15:21 -0700</pubDate>
    <item>
      <title>Number of ham radio licenses in the US by class and state</title>
      <link>https://kj7rrv.com/number-of-ham-radio-licenses-in-the-us-by-class-and-state</link>
      <description>&lt;![CDATA[More #RandomOpenData! Feel free to use this data for whatever you would like. This data is published in the hope that it will be useful, but without any warranty; without even the implied warranty of merchantability or fitness for a particular purpose.&#xA;&#xA;This breaks the number of current FCC-issued US #HamRadio licenses by state and license class.&#xA;&#xA;This data is obtained by scraping the ARRL&#39;s FCC License Counts page, which is in turn based on data published by the FCC.&#xA;&#xA;Because this data will change over time, I included both the data in JSON format and a Python script to obtain the data. I update the JSON data when I think about it, but it&#39;s better to use the script to get the data yourself if you need it to be up to date.&#xA;&#xA;Scraper program&#xA;&#xA;!/usr/bin/env python3&#xA;&#xA;hamstats.py - get statistics on US amateur radio licenses by state and class&#xA;&#xA;Copyright 2023 Samuel Sloniker KJ7RRV&#xA;&#xA;Permission to use, copy, modify, and/or distribute this software for any&#xA;purpose with or without fee is hereby granted.&#xA;&#xA;THE SOFTWARE IS PROVIDED “AS IS” AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH&#xA;REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY&#xA;AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,&#xA;INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM&#xA;LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR&#xA;OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR&#xA;PERFORMANCE OF THIS SOFTWARE.&#xA;&#xA;import json&#xA;import datetime&#xA;import requests&#xA;import bs4&#xA;&#xA;page = requests.get(&#34;http://www.arrl.org/fcc-license-counts&#34;)&#xA;soup = bs4.BeautifulSoup(page.text, features=&#34;lxml&#34;)&#xA;&#xA;date = datetime.datetime.strptime(&#xA;    soup.find(id=&#34;content&#34;).find(&#34;em&#34;).text.split(&#34; &#34;)[-1], &#34;%d-%b-%Y&#34;&#xA;).strftime(&#34;%Y-%m-%d&#34;)&#xA;&#xA;classes = cell.text for cell in soup.find(&#34;tr&#34;)&#xA;tabledata = {&#xA;    row.find(&#34;td&#34;).text.replace(&#34;*&#34;, &#34;&#34;): {&#xA;        classes[number]: int(&#34;0&#34; + cell.text)&#xA;        for number, cell in enumerate(row.findall(&#34;td&#34;)[1:])&#xA;    }&#xA;    for row in soup.findall(&#34;tr&#34;)[1:]&#xA;}&#xA;&#xA;print(json.dumps({&#34;date&#34;: date, &#34;data&#34;: table_data}))&#xA;&#xA;Current data as of April 19, 2023&#xA;&#xA;{&#34;date&#34;: &#34;2023-10-19&#34;, &#34;data&#34;: {&#34;Alabama&#34;: {&#34;Novice&#34;: 67, &#34;Tech&#34;: 5445, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3158, &#34;Advanced&#34;: 537, &#34;Extra&#34;: 2882, &#34;Total&#34;: 12089}, &#34;Alaska&#34;: {&#34;Novice&#34;: 15, &#34;Tech&#34;: 1565, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 887, &#34;Advanced&#34;: 147, &#34;Extra&#34;: 661, &#34;Total&#34;: 3275}, &#34;Arizona&#34;: {&#34;Novice&#34;: 112, &#34;Tech&#34;: 11136, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5121, &#34;Advanced&#34;: 1002, &#34;Extra&#34;: 4565, &#34;Total&#34;: 21936}, &#34;Arkansas&#34;: {&#34;Novice&#34;: 39, &#34;Tech&#34;: 4107, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1960, &#34;Advanced&#34;: 312, &#34;Extra&#34;: 1616, &#34;Total&#34;: 8034}, &#34;California&#34;: {&#34;Novice&#34;: 648, &#34;Tech&#34;: 58946, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 19532, &#34;Advanced&#34;: 3434, &#34;Extra&#34;: 15521, &#34;Total&#34;: 98081}, &#34;Colorado&#34;: {&#34;Novice&#34;: 90, &#34;Tech&#34;: 10653, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 4555, &#34;Advanced&#34;: 708, &#34;Extra&#34;: 3748, &#34;Total&#34;: 19754}, &#34;Connecticut&#34;: {&#34;Novice&#34;: 121, &#34;Tech&#34;: 3122, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1891, &#34;Advanced&#34;: 387, &#34;Extra&#34;: 1686, &#34;Total&#34;: 7207}, &#34;Delaware&#34;: {&#34;Novice&#34;: 20, &#34;Tech&#34;: 768, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 509, &#34;Advanced&#34;: 86, &#34;Extra&#34;: 416, &#34;Total&#34;: 1799}, &#34;District of Columbia&#34;: {&#34;Novice&#34;: 4, &#34;Tech&#34;: 254, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 114, &#34;Advanced&#34;: 20, &#34;Extra&#34;: 118, &#34;Total&#34;: 510}, &#34;Florida&#34;: {&#34;Novice&#34;: 437, &#34;Tech&#34;: 18293, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 11839, &#34;Advanced&#34;: 2533, &#34;Extra&#34;: 9971, &#34;Total&#34;: 43073}, &#34;Georgia&#34;: {&#34;Novice&#34;: 110, &#34;Tech&#34;: 8791, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 4971, &#34;Advanced&#34;: 829, &#34;Extra&#34;: 4101, &#34;Total&#34;: 18802}, &#34;Guam&#34;: {&#34;Novice&#34;: 1, &#34;Tech&#34;: 104, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 50, &#34;Advanced&#34;: 8, &#34;Extra&#34;: 102, &#34;Total&#34;: 265}, &#34;Hawaii&#34;: {&#34;Novice&#34;: 29, &#34;Tech&#34;: 2030, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 770, &#34;Advanced&#34;: 146, &#34;Extra&#34;: 687, &#34;Total&#34;: 3662}, &#34;Idaho&#34;: {&#34;Novice&#34;: 28, &#34;Tech&#34;: 6483, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2535, &#34;Advanced&#34;: 246, &#34;Extra&#34;: 1618, &#34;Total&#34;: 10910}, &#34;Illinois&#34;: {&#34;Novice&#34;: 257, &#34;Tech&#34;: 8576, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5290, &#34;Advanced&#34;: 1010, &#34;Extra&#34;: 4386, &#34;Total&#34;: 19519}, &#34;Indiana&#34;: {&#34;Novice&#34;: 168, &#34;Tech&#34;: 7240, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 4148, &#34;Advanced&#34;: 717, &#34;Extra&#34;: 3179, &#34;Total&#34;: 15452}, &#34;Iowa&#34;: {&#34;Novice&#34;: 55, &#34;Tech&#34;: 2987, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1685, &#34;Advanced&#34;: 403, &#34;Extra&#34;: 1493, &#34;Total&#34;: 6623}, &#34;Kansas&#34;: {&#34;Novice&#34;: 70, &#34;Tech&#34;: 3381, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1936, &#34;Advanced&#34;: 289, &#34;Extra&#34;: 1535, &#34;Total&#34;: 7211}, &#34;Kentucky&#34;: {&#34;Novice&#34;: 72, &#34;Tech&#34;: 4573, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2546, &#34;Advanced&#34;: 408, &#34;Extra&#34;: 2025, &#34;Total&#34;: 9624}, &#34;Louisiana&#34;: {&#34;Novice&#34;: 60, &#34;Tech&#34;: 2623, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1689, &#34;Advanced&#34;: 335, &#34;Extra&#34;: 1354, &#34;Total&#34;: 6061}, &#34;Maine&#34;: {&#34;Novice&#34;: 38, &#34;Tech&#34;: 1853, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1261, &#34;Advanced&#34;: 213, &#34;Extra&#34;: 1107, &#34;Total&#34;: 4472}, &#34;Maryland&#34;: {&#34;Novice&#34;: 100, &#34;Tech&#34;: 4768, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2811, &#34;Advanced&#34;: 541, &#34;Extra&#34;: 2662, &#34;Total&#34;: 10882}, &#34;Massachusetts&#34;: {&#34;Novice&#34;: 147, &#34;Tech&#34;: 5746, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3487, &#34;Advanced&#34;: 661, &#34;Extra&#34;: 3275, &#34;Total&#34;: 13316}, &#34;Michigan&#34;: {&#34;Novice&#34;: 176, &#34;Tech&#34;: 9764, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5349, &#34;Advanced&#34;: 988, &#34;Extra&#34;: 4675, &#34;Total&#34;: 20952}, &#34;Minnesota&#34;: {&#34;Novice&#34;: 108, &#34;Tech&#34;: 5280, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2970, &#34;Advanced&#34;: 600, &#34;Extra&#34;: 2509, &#34;Total&#34;: 11467}, &#34;Mississippi&#34;: {&#34;Novice&#34;: 23, &#34;Tech&#34;: 2174, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1359, &#34;Advanced&#34;: 223, &#34;Extra&#34;: 1262, &#34;Total&#34;: 5041}, &#34;Missouri&#34;: {&#34;Novice&#34;: 98, &#34;Tech&#34;: 7503, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3866, &#34;Advanced&#34;: 637, &#34;Extra&#34;: 3079, &#34;Total&#34;: 15183}, &#34;Montana&#34;: {&#34;Novice&#34;: 27, &#34;Tech&#34;: 2244, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1172, &#34;Advanced&#34;: 171, &#34;Extra&#34;: 821, &#34;Total&#34;: 4435}, &#34;Nebraska&#34;: {&#34;Novice&#34;: 28, &#34;Tech&#34;: 1697, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1038, &#34;Advanced&#34;: 221, &#34;Extra&#34;: 752, &#34;Total&#34;: 3736}, &#34;Nevada&#34;: {&#34;Novice&#34;: 37, &#34;Tech&#34;: 4505, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1888, &#34;Advanced&#34;: 318, &#34;Extra&#34;: 1527, &#34;Total&#34;: 8275}, &#34;New Hampshire&#34;: {&#34;Novice&#34;: 52, &#34;Tech&#34;: 2437, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1489, &#34;Advanced&#34;: 261, &#34;Extra&#34;: 1480, &#34;Total&#34;: 5719}, &#34;New Jersey&#34;: {&#34;Novice&#34;: 196, &#34;Tech&#34;: 5944, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3232, &#34;Advanced&#34;: 710, &#34;Extra&#34;: 3072, &#34;Total&#34;: 13154}, &#34;New Mexico&#34;: {&#34;Novice&#34;: 27, &#34;Tech&#34;: 3256, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1469, &#34;Advanced&#34;: 272, &#34;Extra&#34;: 1332, &#34;Total&#34;: 6356}, &#34;New York&#34;: {&#34;Novice&#34;: 400, &#34;Tech&#34;: 11825, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 6805, &#34;Advanced&#34;: 1363, &#34;Extra&#34;: 5923, &#34;Total&#34;: 26316}, &#34;North Carolina&#34;: {&#34;Novice&#34;: 145, &#34;Tech&#34;: 10303, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5876, &#34;Advanced&#34;: 1018, &#34;Extra&#34;: 5131, &#34;Total&#34;: 22473}, &#34;North Dakota&#34;: {&#34;Novice&#34;: 10, &#34;Tech&#34;: 743, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 419, &#34;Advanced&#34;: 63, &#34;Extra&#34;: 300, &#34;Total&#34;: 1535}, &#34;Ohio&#34;: {&#34;Novice&#34;: 319, &#34;Tech&#34;: 12255, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 7404, &#34;Advanced&#34;: 1294, &#34;Extra&#34;: 6107, &#34;Total&#34;: 27379}, &#34;Oklahoma&#34;: {&#34;Novice&#34;: 44, &#34;Tech&#34;: 5003, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2527, &#34;Advanced&#34;: 376, &#34;Extra&#34;: 1985, &#34;Total&#34;: 9935}, &#34;Oregon&#34;: {&#34;Novice&#34;: 101, &#34;Tech&#34;: 11190, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 4967, &#34;Advanced&#34;: 707, &#34;Extra&#34;: 3578, &#34;Total&#34;: 20543}, &#34;Pennsylvania&#34;: {&#34;Novice&#34;: 276, &#34;Tech&#34;: 10644, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 6351, &#34;Advanced&#34;: 1293, &#34;Extra&#34;: 5579, &#34;Total&#34;: 24143}, &#34;Puerto Rico&#34;: {&#34;Novice&#34;: 100, &#34;Tech&#34;: 2917, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1195, &#34;Advanced&#34;: 172, &#34;Extra&#34;: 702, &#34;Total&#34;: 5086}, &#34;Rhode Island&#34;: {&#34;Novice&#34;: 21, &#34;Tech&#34;: 837, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 486, &#34;Advanced&#34;: 90, &#34;Extra&#34;: 460, &#34;Total&#34;: 1894}, &#34;South Carolina&#34;: {&#34;Novice&#34;: 59, &#34;Tech&#34;: 4690, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2732, &#34;Advanced&#34;: 471, &#34;Extra&#34;: 2361, &#34;Total&#34;: 10313}, &#34;South Dakota&#34;: {&#34;Novice&#34;: 16, &#34;Tech&#34;: 887, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 598, &#34;Advanced&#34;: 116, &#34;Extra&#34;: 485, &#34;Total&#34;: 2102}, &#34;Tennessee&#34;: {&#34;Novice&#34;: 112, &#34;Tech&#34;: 9281, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5196, &#34;Advanced&#34;: 813, &#34;Extra&#34;: 4372, &#34;Total&#34;: 19774}, &#34;Texas&#34;: {&#34;Novice&#34;: 293, &#34;Tech&#34;: 26659, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 13308, &#34;Advanced&#34;: 2289, &#34;Extra&#34;: 11236, &#34;Total&#34;: 53785}, &#34;Utah&#34;: {&#34;Novice&#34;: 35, &#34;Tech&#34;: 12721, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3267, &#34;Advanced&#34;: 307, &#34;Extra&#34;: 2133, &#34;Total&#34;: 18463}, &#34;Vermont&#34;: {&#34;Novice&#34;: 14, &#34;Tech&#34;: 973, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 526, &#34;Advanced&#34;: 103, &#34;Extra&#34;: 496, &#34;Total&#34;: 2112}, &#34;Virgin Islands&#34;: {&#34;Novice&#34;: 0, &#34;Tech&#34;: 117, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 71, &#34;Advanced&#34;: 10, &#34;Extra&#34;: 53, &#34;Total&#34;: 251}, &#34;Virginia&#34;: {&#34;Novice&#34;: 179, &#34;Tech&#34;: 9406, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5353, &#34;Advanced&#34;: 935, &#34;Extra&#34;: 4804, &#34;Total&#34;: 20677}, &#34;Washington&#34;: {&#34;Novice&#34;: 187, &#34;Tech&#34;: 18746, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 8128, &#34;Advanced&#34;: 1136, &#34;Extra&#34;: 5717, &#34;Total&#34;: 33914}, &#34;West Virginia&#34;: {&#34;Novice&#34;: 41, &#34;Tech&#34;: 3054, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1444, &#34;Advanced&#34;: 213, &#34;Extra&#34;: 1244, &#34;Total&#34;: 5996}, &#34;Wisconsin&#34;: {&#34;Novice&#34;: 93, &#34;Tech&#34;: 4802, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3217, &#34;Advanced&#34;: 561, &#34;Extra&#34;: 2553, &#34;Total&#34;: 11226}, &#34;Wyoming&#34;: {&#34;Novice&#34;: 10, &#34;Tech&#34;: 1014, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 646, &#34;Advanced&#34;: 114, &#34;Extra&#34;: 471, &#34;Total&#34;: 2255}, &#34;Other&#34;: {&#34;Novice&#34;: 1, &#34;Tech&#34;: 284, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 95, &#34;Advanced&#34;: 7, &#34;Extra&#34;: 201, &#34;Total&#34;: 588}, &#34;TOTAL&#34;: {&#34;Novice&#34;: 5916, &#34;Tech&#34;: 376599, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 187188, &#34;Advanced&#34;: 32824, &#34;Extra&#34;: 155108, &#34;Total&#34;: 757635}}}&#xA;&#xA;#Programming #FOSS]]&gt;</description>
      <content:encoded><![CDATA[<p>More <a href="https://kj7rrv.com/tag:RandomOpenData" class="hashtag"><span>#</span><span class="p-category">RandomOpenData</span></a>! Feel free to use this data for whatever you would like. This data is published in the hope that it will be useful, but <strong>without any warranty</strong>; without even the implied warranty of <strong>merchantability</strong> or <strong>fitness for a particular purpose</strong>.</p>

<p>This breaks the number of current FCC-issued US <a href="https://kj7rrv.com/tag:HamRadio" class="hashtag"><span>#</span><span class="p-category">HamRadio</span></a> licenses by state and license class.</p>

<p>This data is obtained by scraping <a href="http://www.arrl.org/fcc-license-counts">the ARRL&#39;s FCC License Counts page</a>, which is in turn based on data published by the FCC.</p>

<p>Because this data will change over time, I included both the data in JSON format and a Python script to obtain the data. I update the JSON data when I think about it, but it&#39;s better to use the script to get the data yourself if you need it to be up to date.</p>

<h2 id="scraper-program" id="scraper-program">Scraper program</h2>

<pre><code class="language-python">#!/usr/bin/env python3

# ham_stats.py - get statistics on US amateur radio licenses by state and class
#
# Copyright 2023 Samuel Sloniker KJ7RRV
#
# Permission to use, copy, modify, and/or distribute this software for any
# purpose with or without fee is hereby granted.
#
# THE SOFTWARE IS PROVIDED “AS IS” AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
# REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
# AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
# INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
# LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
# OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
# PERFORMANCE OF THIS SOFTWARE.

import json
import datetime
import requests
import bs4

page = requests.get(&#34;http://www.arrl.org/fcc-license-counts&#34;)
soup = bs4.BeautifulSoup(page.text, features=&#34;lxml&#34;)

date = datetime.datetime.strptime(
    soup.find(id=&#34;content&#34;).find(&#34;em&#34;).text.split(&#34; &#34;)[-1], &#34;%d-%b-%Y&#34;
).strftime(&#34;%Y-%m-%d&#34;)

classes = [cell.text for cell in soup.find(&#34;tr&#34;)][1:]
table_data = {
    row.find(&#34;td&#34;).text.replace(&#34;*&#34;, &#34;&#34;): {
        classes[number]: int(&#34;0&#34; + cell.text)
        for number, cell in enumerate(row.find_all(&#34;td&#34;)[1:])
    }
    for row in soup.find_all(&#34;tr&#34;)[1:]
}

print(json.dumps({&#34;date&#34;: date, &#34;data&#34;: table_data}))
</code></pre>

<h2 id="current-data-as-of-april-19-2023" id="current-data-as-of-april-19-2023">Current data as of April 19, 2023</h2>

<pre><code class="language-json">{&#34;date&#34;: &#34;2023-10-19&#34;, &#34;data&#34;: {&#34;Alabama&#34;: {&#34;Novice&#34;: 67, &#34;Tech&#34;: 5445, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3158, &#34;Advanced&#34;: 537, &#34;Extra&#34;: 2882, &#34;Total&#34;: 12089}, &#34;Alaska&#34;: {&#34;Novice&#34;: 15, &#34;Tech&#34;: 1565, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 887, &#34;Advanced&#34;: 147, &#34;Extra&#34;: 661, &#34;Total&#34;: 3275}, &#34;Arizona&#34;: {&#34;Novice&#34;: 112, &#34;Tech&#34;: 11136, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5121, &#34;Advanced&#34;: 1002, &#34;Extra&#34;: 4565, &#34;Total&#34;: 21936}, &#34;Arkansas&#34;: {&#34;Novice&#34;: 39, &#34;Tech&#34;: 4107, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1960, &#34;Advanced&#34;: 312, &#34;Extra&#34;: 1616, &#34;Total&#34;: 8034}, &#34;California&#34;: {&#34;Novice&#34;: 648, &#34;Tech&#34;: 58946, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 19532, &#34;Advanced&#34;: 3434, &#34;Extra&#34;: 15521, &#34;Total&#34;: 98081}, &#34;Colorado&#34;: {&#34;Novice&#34;: 90, &#34;Tech&#34;: 10653, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 4555, &#34;Advanced&#34;: 708, &#34;Extra&#34;: 3748, &#34;Total&#34;: 19754}, &#34;Connecticut&#34;: {&#34;Novice&#34;: 121, &#34;Tech&#34;: 3122, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1891, &#34;Advanced&#34;: 387, &#34;Extra&#34;: 1686, &#34;Total&#34;: 7207}, &#34;Delaware&#34;: {&#34;Novice&#34;: 20, &#34;Tech&#34;: 768, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 509, &#34;Advanced&#34;: 86, &#34;Extra&#34;: 416, &#34;Total&#34;: 1799}, &#34;District of Columbia&#34;: {&#34;Novice&#34;: 4, &#34;Tech&#34;: 254, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 114, &#34;Advanced&#34;: 20, &#34;Extra&#34;: 118, &#34;Total&#34;: 510}, &#34;Florida&#34;: {&#34;Novice&#34;: 437, &#34;Tech&#34;: 18293, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 11839, &#34;Advanced&#34;: 2533, &#34;Extra&#34;: 9971, &#34;Total&#34;: 43073}, &#34;Georgia&#34;: {&#34;Novice&#34;: 110, &#34;Tech&#34;: 8791, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 4971, &#34;Advanced&#34;: 829, &#34;Extra&#34;: 4101, &#34;Total&#34;: 18802}, &#34;Guam&#34;: {&#34;Novice&#34;: 1, &#34;Tech&#34;: 104, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 50, &#34;Advanced&#34;: 8, &#34;Extra&#34;: 102, &#34;Total&#34;: 265}, &#34;Hawaii&#34;: {&#34;Novice&#34;: 29, &#34;Tech&#34;: 2030, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 770, &#34;Advanced&#34;: 146, &#34;Extra&#34;: 687, &#34;Total&#34;: 3662}, &#34;Idaho&#34;: {&#34;Novice&#34;: 28, &#34;Tech&#34;: 6483, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2535, &#34;Advanced&#34;: 246, &#34;Extra&#34;: 1618, &#34;Total&#34;: 10910}, &#34;Illinois&#34;: {&#34;Novice&#34;: 257, &#34;Tech&#34;: 8576, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5290, &#34;Advanced&#34;: 1010, &#34;Extra&#34;: 4386, &#34;Total&#34;: 19519}, &#34;Indiana&#34;: {&#34;Novice&#34;: 168, &#34;Tech&#34;: 7240, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 4148, &#34;Advanced&#34;: 717, &#34;Extra&#34;: 3179, &#34;Total&#34;: 15452}, &#34;Iowa&#34;: {&#34;Novice&#34;: 55, &#34;Tech&#34;: 2987, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1685, &#34;Advanced&#34;: 403, &#34;Extra&#34;: 1493, &#34;Total&#34;: 6623}, &#34;Kansas&#34;: {&#34;Novice&#34;: 70, &#34;Tech&#34;: 3381, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1936, &#34;Advanced&#34;: 289, &#34;Extra&#34;: 1535, &#34;Total&#34;: 7211}, &#34;Kentucky&#34;: {&#34;Novice&#34;: 72, &#34;Tech&#34;: 4573, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2546, &#34;Advanced&#34;: 408, &#34;Extra&#34;: 2025, &#34;Total&#34;: 9624}, &#34;Louisiana&#34;: {&#34;Novice&#34;: 60, &#34;Tech&#34;: 2623, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1689, &#34;Advanced&#34;: 335, &#34;Extra&#34;: 1354, &#34;Total&#34;: 6061}, &#34;Maine&#34;: {&#34;Novice&#34;: 38, &#34;Tech&#34;: 1853, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1261, &#34;Advanced&#34;: 213, &#34;Extra&#34;: 1107, &#34;Total&#34;: 4472}, &#34;Maryland&#34;: {&#34;Novice&#34;: 100, &#34;Tech&#34;: 4768, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2811, &#34;Advanced&#34;: 541, &#34;Extra&#34;: 2662, &#34;Total&#34;: 10882}, &#34;Massachusetts&#34;: {&#34;Novice&#34;: 147, &#34;Tech&#34;: 5746, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3487, &#34;Advanced&#34;: 661, &#34;Extra&#34;: 3275, &#34;Total&#34;: 13316}, &#34;Michigan&#34;: {&#34;Novice&#34;: 176, &#34;Tech&#34;: 9764, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5349, &#34;Advanced&#34;: 988, &#34;Extra&#34;: 4675, &#34;Total&#34;: 20952}, &#34;Minnesota&#34;: {&#34;Novice&#34;: 108, &#34;Tech&#34;: 5280, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2970, &#34;Advanced&#34;: 600, &#34;Extra&#34;: 2509, &#34;Total&#34;: 11467}, &#34;Mississippi&#34;: {&#34;Novice&#34;: 23, &#34;Tech&#34;: 2174, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1359, &#34;Advanced&#34;: 223, &#34;Extra&#34;: 1262, &#34;Total&#34;: 5041}, &#34;Missouri&#34;: {&#34;Novice&#34;: 98, &#34;Tech&#34;: 7503, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3866, &#34;Advanced&#34;: 637, &#34;Extra&#34;: 3079, &#34;Total&#34;: 15183}, &#34;Montana&#34;: {&#34;Novice&#34;: 27, &#34;Tech&#34;: 2244, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1172, &#34;Advanced&#34;: 171, &#34;Extra&#34;: 821, &#34;Total&#34;: 4435}, &#34;Nebraska&#34;: {&#34;Novice&#34;: 28, &#34;Tech&#34;: 1697, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1038, &#34;Advanced&#34;: 221, &#34;Extra&#34;: 752, &#34;Total&#34;: 3736}, &#34;Nevada&#34;: {&#34;Novice&#34;: 37, &#34;Tech&#34;: 4505, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1888, &#34;Advanced&#34;: 318, &#34;Extra&#34;: 1527, &#34;Total&#34;: 8275}, &#34;New Hampshire&#34;: {&#34;Novice&#34;: 52, &#34;Tech&#34;: 2437, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1489, &#34;Advanced&#34;: 261, &#34;Extra&#34;: 1480, &#34;Total&#34;: 5719}, &#34;New Jersey&#34;: {&#34;Novice&#34;: 196, &#34;Tech&#34;: 5944, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3232, &#34;Advanced&#34;: 710, &#34;Extra&#34;: 3072, &#34;Total&#34;: 13154}, &#34;New Mexico&#34;: {&#34;Novice&#34;: 27, &#34;Tech&#34;: 3256, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1469, &#34;Advanced&#34;: 272, &#34;Extra&#34;: 1332, &#34;Total&#34;: 6356}, &#34;New York&#34;: {&#34;Novice&#34;: 400, &#34;Tech&#34;: 11825, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 6805, &#34;Advanced&#34;: 1363, &#34;Extra&#34;: 5923, &#34;Total&#34;: 26316}, &#34;North Carolina&#34;: {&#34;Novice&#34;: 145, &#34;Tech&#34;: 10303, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5876, &#34;Advanced&#34;: 1018, &#34;Extra&#34;: 5131, &#34;Total&#34;: 22473}, &#34;North Dakota&#34;: {&#34;Novice&#34;: 10, &#34;Tech&#34;: 743, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 419, &#34;Advanced&#34;: 63, &#34;Extra&#34;: 300, &#34;Total&#34;: 1535}, &#34;Ohio&#34;: {&#34;Novice&#34;: 319, &#34;Tech&#34;: 12255, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 7404, &#34;Advanced&#34;: 1294, &#34;Extra&#34;: 6107, &#34;Total&#34;: 27379}, &#34;Oklahoma&#34;: {&#34;Novice&#34;: 44, &#34;Tech&#34;: 5003, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2527, &#34;Advanced&#34;: 376, &#34;Extra&#34;: 1985, &#34;Total&#34;: 9935}, &#34;Oregon&#34;: {&#34;Novice&#34;: 101, &#34;Tech&#34;: 11190, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 4967, &#34;Advanced&#34;: 707, &#34;Extra&#34;: 3578, &#34;Total&#34;: 20543}, &#34;Pennsylvania&#34;: {&#34;Novice&#34;: 276, &#34;Tech&#34;: 10644, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 6351, &#34;Advanced&#34;: 1293, &#34;Extra&#34;: 5579, &#34;Total&#34;: 24143}, &#34;Puerto Rico&#34;: {&#34;Novice&#34;: 100, &#34;Tech&#34;: 2917, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1195, &#34;Advanced&#34;: 172, &#34;Extra&#34;: 702, &#34;Total&#34;: 5086}, &#34;Rhode Island&#34;: {&#34;Novice&#34;: 21, &#34;Tech&#34;: 837, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 486, &#34;Advanced&#34;: 90, &#34;Extra&#34;: 460, &#34;Total&#34;: 1894}, &#34;South Carolina&#34;: {&#34;Novice&#34;: 59, &#34;Tech&#34;: 4690, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 2732, &#34;Advanced&#34;: 471, &#34;Extra&#34;: 2361, &#34;Total&#34;: 10313}, &#34;South Dakota&#34;: {&#34;Novice&#34;: 16, &#34;Tech&#34;: 887, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 598, &#34;Advanced&#34;: 116, &#34;Extra&#34;: 485, &#34;Total&#34;: 2102}, &#34;Tennessee&#34;: {&#34;Novice&#34;: 112, &#34;Tech&#34;: 9281, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5196, &#34;Advanced&#34;: 813, &#34;Extra&#34;: 4372, &#34;Total&#34;: 19774}, &#34;Texas&#34;: {&#34;Novice&#34;: 293, &#34;Tech&#34;: 26659, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 13308, &#34;Advanced&#34;: 2289, &#34;Extra&#34;: 11236, &#34;Total&#34;: 53785}, &#34;Utah&#34;: {&#34;Novice&#34;: 35, &#34;Tech&#34;: 12721, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3267, &#34;Advanced&#34;: 307, &#34;Extra&#34;: 2133, &#34;Total&#34;: 18463}, &#34;Vermont&#34;: {&#34;Novice&#34;: 14, &#34;Tech&#34;: 973, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 526, &#34;Advanced&#34;: 103, &#34;Extra&#34;: 496, &#34;Total&#34;: 2112}, &#34;Virgin Islands&#34;: {&#34;Novice&#34;: 0, &#34;Tech&#34;: 117, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 71, &#34;Advanced&#34;: 10, &#34;Extra&#34;: 53, &#34;Total&#34;: 251}, &#34;Virginia&#34;: {&#34;Novice&#34;: 179, &#34;Tech&#34;: 9406, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 5353, &#34;Advanced&#34;: 935, &#34;Extra&#34;: 4804, &#34;Total&#34;: 20677}, &#34;Washington&#34;: {&#34;Novice&#34;: 187, &#34;Tech&#34;: 18746, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 8128, &#34;Advanced&#34;: 1136, &#34;Extra&#34;: 5717, &#34;Total&#34;: 33914}, &#34;West Virginia&#34;: {&#34;Novice&#34;: 41, &#34;Tech&#34;: 3054, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 1444, &#34;Advanced&#34;: 213, &#34;Extra&#34;: 1244, &#34;Total&#34;: 5996}, &#34;Wisconsin&#34;: {&#34;Novice&#34;: 93, &#34;Tech&#34;: 4802, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 3217, &#34;Advanced&#34;: 561, &#34;Extra&#34;: 2553, &#34;Total&#34;: 11226}, &#34;Wyoming&#34;: {&#34;Novice&#34;: 10, &#34;Tech&#34;: 1014, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 646, &#34;Advanced&#34;: 114, &#34;Extra&#34;: 471, &#34;Total&#34;: 2255}, &#34;Other&#34;: {&#34;Novice&#34;: 1, &#34;Tech&#34;: 284, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 95, &#34;Advanced&#34;: 7, &#34;Extra&#34;: 201, &#34;Total&#34;: 588}, &#34;TOTAL&#34;: {&#34;Novice&#34;: 5916, &#34;Tech&#34;: 376599, &#34;Tech-Plus&#34;: 0, &#34;General&#34;: 187188, &#34;Advanced&#34;: 32824, &#34;Extra&#34;: 155108, &#34;Total&#34;: 757635}}}
</code></pre>

<p><a href="https://kj7rrv.com/tag:Programming" class="hashtag"><span>#</span><span class="p-category">Programming</span></a> <a href="https://kj7rrv.com/tag:FOSS" class="hashtag"><span>#</span><span class="p-category">FOSS</span></a></p>
]]></content:encoded>
      <guid>https://kj7rrv.com/number-of-ham-radio-licenses-in-the-us-by-class-and-state</guid>
      <pubDate>Thu, 20 Apr 2023 14:45:19 +0000</pubDate>
    </item>
    <item>
      <title>US State Names and Abbreviations in JSON</title>
      <link>https://kj7rrv.com/us-state-names-and-abbreviations-in-json</link>
      <description>&lt;![CDATA[This is the first of a series of posts of #RandomOpenData. These posts will contain public-domain data in JSON and other readily-usable, machine-readable formats.&#xA;&#xA;Feel free to use this data for whatever you would like. This data is published in the hope that it will be useful, but without any warranty; without even the implied warranty of merchantability or fitness for a particular purpose.&#xA;&#xA;Array of state names&#xA;&#xA;[&#34;Alabama&#34;, &#34;Alaska&#34;, &#34;Arizona&#34;, &#34;Arkansas&#34;, &#34;California&#34;, &#34;Colorado&#34;, &#34;Connecticut&#34;, &#34;Delaware&#34;, &#34;Florida&#34;, &#34;Georgia&#34;, &#34;Hawaii&#34;, &#34;Idaho&#34;, &#34;Illinois&#34;, &#34;Indiana&#34;, &#34;Iowa&#34;, &#34;Kansas&#34;, &#34;Kentucky&#34;, &#34;Louisiana&#34;, &#34;Maine&#34;, &#34;Maryland&#34;, &#34;Massachusetts&#34;, &#34;Michigan&#34;, &#34;Minnesota&#34;, &#34;Mississippi&#34;, &#34;Missouri&#34;, &#34;Montana&#34;, &#34;Nebraska&#34;, &#34;Nevada&#34;, &#34;New Hampshire&#34;, &#34;New Jersey&#34;, &#34;New Mexico&#34;, &#34;New York&#34;, &#34;North Carolina&#34;, &#34;North Dakota&#34;, &#34;Ohio&#34;, &#34;Oklahoma&#34;, &#34;Oregon&#34;, &#34;Pennsylvania&#34;, &#34;Rhode Island&#34;, &#34;South Carolina&#34;, &#34;South Dakota&#34;, &#34;Tennessee&#34;, &#34;Texas&#34;, &#34;Utah&#34;, &#34;Vermont&#34;, &#34;Virginia&#34;, &#34;Washington&#34;, &#34;West Virginia&#34;, &#34;Wisconsin&#34;, &#34;Wyoming&#34;]&#xA;&#xA;Array of state abbreviations&#xA;&#xA;[&#34;AL&#34;, &#34;AK&#34;, &#34;AZ&#34;, &#34;AR&#34;, &#34;CA&#34;, &#34;CO&#34;, &#34;CT&#34;, &#34;DE&#34;, &#34;FL&#34;, &#34;GA&#34;, &#34;HI&#34;, &#34;ID&#34;, &#34;IL&#34;, &#34;IN&#34;, &#34;IA&#34;, &#34;KS&#34;, &#34;KY&#34;, &#34;LA&#34;, &#34;ME&#34;, &#34;MD&#34;, &#34;MA&#34;, &#34;MI&#34;, &#34;MN&#34;, &#34;MS&#34;, &#34;MO&#34;, &#34;MT&#34;, &#34;NB&#34;, &#34;NV&#34;, &#34;NH&#34;, &#34;NJ&#34;, &#34;NM&#34;, &#34;NY&#34;, &#34;NC&#34;, &#34;ND&#34;, &#34;OH&#34;, &#34;OK&#34;, &#34;OR&#34;, &#34;PA&#34;, &#34;RI&#34;, &#34;SC&#34;, &#34;SD&#34;, &#34;TN&#34;, &#34;TX&#34;, &#34;UT&#34;, &#34;VT&#34;, &#34;VA&#34;, &#34;WA&#34;, &#34;WV&#34;, &#34;WI&#34;, &#34;WY&#34;]&#xA;&#xA;Dictionary of states to abbreviations&#xA;&#xA;{&#34;Alabama&#34;: &#34;AL&#34;, &#34;Alaska&#34;: &#34;AK&#34;, &#34;Arizona&#34;: &#34;AZ&#34;, &#34;Arkansas&#34;: &#34;AR&#34;, &#34;California&#34;: &#34;CA&#34;, &#34;Colorado&#34;: &#34;CO&#34;, &#34;Connecticut&#34;: &#34;CT&#34;, &#34;Delaware&#34;: &#34;DE&#34;, &#34;Florida&#34;: &#34;FL&#34;, &#34;Georgia&#34;: &#34;GA&#34;, &#34;Hawaii&#34;: &#34;HI&#34;, &#34;Idaho&#34;: &#34;ID&#34;, &#34;Illinois&#34;: &#34;IL&#34;, &#34;Indiana&#34;: &#34;IN&#34;, &#34;Iowa&#34;: &#34;IA&#34;, &#34;Kansas&#34;: &#34;KS&#34;, &#34;Kentucky&#34;: &#34;KY&#34;, &#34;Louisiana&#34;: &#34;LA&#34;, &#34;Maine&#34;: &#34;ME&#34;, &#34;Maryland&#34;: &#34;MD&#34;, &#34;Massachusetts&#34;: &#34;MA&#34;, &#34;Michigan&#34;: &#34;MI&#34;, &#34;Minnesota&#34;: &#34;MN&#34;, &#34;Mississippi&#34;: &#34;MS&#34;, &#34;Missouri&#34;: &#34;MO&#34;, &#34;Montana&#34;: &#34;MT&#34;, &#34;Nebraska&#34;: &#34;NB&#34;, &#34;Nevada&#34;: &#34;NV&#34;, &#34;New Hampshire&#34;: &#34;NH&#34;, &#34;New Jersey&#34;: &#34;NJ&#34;, &#34;New Mexico&#34;: &#34;NM&#34;, &#34;New York&#34;: &#34;NY&#34;, &#34;North Carolina&#34;: &#34;NC&#34;, &#34;North Dakota&#34;: &#34;ND&#34;, &#34;Ohio&#34;: &#34;OH&#34;, &#34;Oklahoma&#34;: &#34;OK&#34;, &#34;Oregon&#34;: &#34;OR&#34;, &#34;Pennsylvania&#34;: &#34;PA&#34;, &#34;Rhode Island&#34;: &#34;RI&#34;, &#34;South Carolina&#34;: &#34;SC&#34;, &#34;South Dakota&#34;: &#34;SD&#34;, &#34;Tennessee&#34;: &#34;TN&#34;, &#34;Texas&#34;: &#34;TX&#34;, &#34;Utah&#34;: &#34;UT&#34;, &#34;Vermont&#34;: &#34;VT&#34;, &#34;Virginia&#34;: &#34;VA&#34;, &#34;Washington&#34;: &#34;WA&#34;, &#34;West Virginia&#34;: &#34;WV&#34;, &#34;Wisconsin&#34;: &#34;WI&#34;, &#34;Wyoming&#34;: &#34;WY&#34;}&#xA;&#xA;Dictionary of abbreviations to states&#xA;&#xA;{&#34;AL&#34;: &#34;Alabama&#34;, &#34;AK&#34;: &#34;Alaska&#34;, &#34;AZ&#34;: &#34;Arizona&#34;, &#34;AR&#34;: &#34;Arkansas&#34;, &#34;CA&#34;: &#34;California&#34;, &#34;CO&#34;: &#34;Colorado&#34;, &#34;CT&#34;: &#34;Connecticut&#34;, &#34;DE&#34;: &#34;Delaware&#34;, &#34;FL&#34;: &#34;Florida&#34;, &#34;GA&#34;: &#34;Georgia&#34;, &#34;HI&#34;: &#34;Hawaii&#34;, &#34;ID&#34;: &#34;Idaho&#34;, &#34;IL&#34;: &#34;Illinois&#34;, &#34;IN&#34;: &#34;Indiana&#34;, &#34;IA&#34;: &#34;Iowa&#34;, &#34;KS&#34;: &#34;Kansas&#34;, &#34;KY&#34;: &#34;Kentucky&#34;, &#34;LA&#34;: &#34;Louisiana&#34;, &#34;ME&#34;: &#34;Maine&#34;, &#34;MD&#34;: &#34;Maryland&#34;, &#34;MA&#34;: &#34;Massachusetts&#34;, &#34;MI&#34;: &#34;Michigan&#34;, &#34;MN&#34;: &#34;Minnesota&#34;, &#34;MS&#34;: &#34;Mississippi&#34;, &#34;MO&#34;: &#34;Missouri&#34;, &#34;MT&#34;: &#34;Montana&#34;, &#34;NB&#34;: &#34;Nebraska&#34;, &#34;NV&#34;: &#34;Nevada&#34;, &#34;NH&#34;: &#34;New Hampshire&#34;, &#34;NJ&#34;: &#34;New Jersey&#34;, &#34;NM&#34;: &#34;New Mexico&#34;, &#34;NY&#34;: &#34;New York&#34;, &#34;NC&#34;: &#34;North Carolina&#34;, &#34;ND&#34;: &#34;North Dakota&#34;, &#34;OH&#34;: &#34;Ohio&#34;, &#34;OK&#34;: &#34;Oklahoma&#34;, &#34;OR&#34;: &#34;Oregon&#34;, &#34;PA&#34;: &#34;Pennsylvania&#34;, &#34;RI&#34;: &#34;Rhode Island&#34;, &#34;SC&#34;: &#34;South Carolina&#34;, &#34;SD&#34;: &#34;South Dakota&#34;, &#34;TN&#34;: &#34;Tennessee&#34;, &#34;TX&#34;: &#34;Texas&#34;, &#34;UT&#34;: &#34;Utah&#34;, &#34;VT&#34;: &#34;Vermont&#34;, &#34;VA&#34;: &#34;Virginia&#34;, &#34;WA&#34;: &#34;Washington&#34;, &#34;WV&#34;: &#34;West Virginia&#34;, &#34;WI&#34;: &#34;Wisconsin&#34;, &#34;WY&#34;: &#34;Wyoming&#34;}&#xA;&#xA;#Programming #FOSS]]&gt;</description>
      <content:encoded><![CDATA[<p>This is the first of a series of posts of <a href="https://kj7rrv.com/tag:RandomOpenData" class="hashtag"><span>#</span><span class="p-category">RandomOpenData</span></a>. These posts will contain public-domain data in JSON and other readily-usable, machine-readable formats.</p>

<p>Feel free to use this data for whatever you would like. This data is published in the hope that it will be useful, but <strong>without any warranty</strong>; without even the implied warranty of <strong>merchantability</strong> or <strong>fitness for a particular purpose</strong>.</p>

<h2 id="array-of-state-names" id="array-of-state-names">Array of state names</h2>

<pre><code class="language-json">[&#34;Alabama&#34;, &#34;Alaska&#34;, &#34;Arizona&#34;, &#34;Arkansas&#34;, &#34;California&#34;, &#34;Colorado&#34;, &#34;Connecticut&#34;, &#34;Delaware&#34;, &#34;Florida&#34;, &#34;Georgia&#34;, &#34;Hawaii&#34;, &#34;Idaho&#34;, &#34;Illinois&#34;, &#34;Indiana&#34;, &#34;Iowa&#34;, &#34;Kansas&#34;, &#34;Kentucky&#34;, &#34;Louisiana&#34;, &#34;Maine&#34;, &#34;Maryland&#34;, &#34;Massachusetts&#34;, &#34;Michigan&#34;, &#34;Minnesota&#34;, &#34;Mississippi&#34;, &#34;Missouri&#34;, &#34;Montana&#34;, &#34;Nebraska&#34;, &#34;Nevada&#34;, &#34;New Hampshire&#34;, &#34;New Jersey&#34;, &#34;New Mexico&#34;, &#34;New York&#34;, &#34;North Carolina&#34;, &#34;North Dakota&#34;, &#34;Ohio&#34;, &#34;Oklahoma&#34;, &#34;Oregon&#34;, &#34;Pennsylvania&#34;, &#34;Rhode Island&#34;, &#34;South Carolina&#34;, &#34;South Dakota&#34;, &#34;Tennessee&#34;, &#34;Texas&#34;, &#34;Utah&#34;, &#34;Vermont&#34;, &#34;Virginia&#34;, &#34;Washington&#34;, &#34;West Virginia&#34;, &#34;Wisconsin&#34;, &#34;Wyoming&#34;]
</code></pre>

<h2 id="array-of-state-abbreviations" id="array-of-state-abbreviations">Array of state abbreviations</h2>

<pre><code class="language-json">[&#34;AL&#34;, &#34;AK&#34;, &#34;AZ&#34;, &#34;AR&#34;, &#34;CA&#34;, &#34;CO&#34;, &#34;CT&#34;, &#34;DE&#34;, &#34;FL&#34;, &#34;GA&#34;, &#34;HI&#34;, &#34;ID&#34;, &#34;IL&#34;, &#34;IN&#34;, &#34;IA&#34;, &#34;KS&#34;, &#34;KY&#34;, &#34;LA&#34;, &#34;ME&#34;, &#34;MD&#34;, &#34;MA&#34;, &#34;MI&#34;, &#34;MN&#34;, &#34;MS&#34;, &#34;MO&#34;, &#34;MT&#34;, &#34;NB&#34;, &#34;NV&#34;, &#34;NH&#34;, &#34;NJ&#34;, &#34;NM&#34;, &#34;NY&#34;, &#34;NC&#34;, &#34;ND&#34;, &#34;OH&#34;, &#34;OK&#34;, &#34;OR&#34;, &#34;PA&#34;, &#34;RI&#34;, &#34;SC&#34;, &#34;SD&#34;, &#34;TN&#34;, &#34;TX&#34;, &#34;UT&#34;, &#34;VT&#34;, &#34;VA&#34;, &#34;WA&#34;, &#34;WV&#34;, &#34;WI&#34;, &#34;WY&#34;]
</code></pre>

<h2 id="dictionary-of-states-to-abbreviations" id="dictionary-of-states-to-abbreviations">Dictionary of states to abbreviations</h2>

<pre><code class="language-json">{&#34;Alabama&#34;: &#34;AL&#34;, &#34;Alaska&#34;: &#34;AK&#34;, &#34;Arizona&#34;: &#34;AZ&#34;, &#34;Arkansas&#34;: &#34;AR&#34;, &#34;California&#34;: &#34;CA&#34;, &#34;Colorado&#34;: &#34;CO&#34;, &#34;Connecticut&#34;: &#34;CT&#34;, &#34;Delaware&#34;: &#34;DE&#34;, &#34;Florida&#34;: &#34;FL&#34;, &#34;Georgia&#34;: &#34;GA&#34;, &#34;Hawaii&#34;: &#34;HI&#34;, &#34;Idaho&#34;: &#34;ID&#34;, &#34;Illinois&#34;: &#34;IL&#34;, &#34;Indiana&#34;: &#34;IN&#34;, &#34;Iowa&#34;: &#34;IA&#34;, &#34;Kansas&#34;: &#34;KS&#34;, &#34;Kentucky&#34;: &#34;KY&#34;, &#34;Louisiana&#34;: &#34;LA&#34;, &#34;Maine&#34;: &#34;ME&#34;, &#34;Maryland&#34;: &#34;MD&#34;, &#34;Massachusetts&#34;: &#34;MA&#34;, &#34;Michigan&#34;: &#34;MI&#34;, &#34;Minnesota&#34;: &#34;MN&#34;, &#34;Mississippi&#34;: &#34;MS&#34;, &#34;Missouri&#34;: &#34;MO&#34;, &#34;Montana&#34;: &#34;MT&#34;, &#34;Nebraska&#34;: &#34;NB&#34;, &#34;Nevada&#34;: &#34;NV&#34;, &#34;New Hampshire&#34;: &#34;NH&#34;, &#34;New Jersey&#34;: &#34;NJ&#34;, &#34;New Mexico&#34;: &#34;NM&#34;, &#34;New York&#34;: &#34;NY&#34;, &#34;North Carolina&#34;: &#34;NC&#34;, &#34;North Dakota&#34;: &#34;ND&#34;, &#34;Ohio&#34;: &#34;OH&#34;, &#34;Oklahoma&#34;: &#34;OK&#34;, &#34;Oregon&#34;: &#34;OR&#34;, &#34;Pennsylvania&#34;: &#34;PA&#34;, &#34;Rhode Island&#34;: &#34;RI&#34;, &#34;South Carolina&#34;: &#34;SC&#34;, &#34;South Dakota&#34;: &#34;SD&#34;, &#34;Tennessee&#34;: &#34;TN&#34;, &#34;Texas&#34;: &#34;TX&#34;, &#34;Utah&#34;: &#34;UT&#34;, &#34;Vermont&#34;: &#34;VT&#34;, &#34;Virginia&#34;: &#34;VA&#34;, &#34;Washington&#34;: &#34;WA&#34;, &#34;West Virginia&#34;: &#34;WV&#34;, &#34;Wisconsin&#34;: &#34;WI&#34;, &#34;Wyoming&#34;: &#34;WY&#34;}
</code></pre>

<h2 id="dictionary-of-abbreviations-to-states" id="dictionary-of-abbreviations-to-states">Dictionary of abbreviations to states</h2>

<pre><code class="language-json">{&#34;AL&#34;: &#34;Alabama&#34;, &#34;AK&#34;: &#34;Alaska&#34;, &#34;AZ&#34;: &#34;Arizona&#34;, &#34;AR&#34;: &#34;Arkansas&#34;, &#34;CA&#34;: &#34;California&#34;, &#34;CO&#34;: &#34;Colorado&#34;, &#34;CT&#34;: &#34;Connecticut&#34;, &#34;DE&#34;: &#34;Delaware&#34;, &#34;FL&#34;: &#34;Florida&#34;, &#34;GA&#34;: &#34;Georgia&#34;, &#34;HI&#34;: &#34;Hawaii&#34;, &#34;ID&#34;: &#34;Idaho&#34;, &#34;IL&#34;: &#34;Illinois&#34;, &#34;IN&#34;: &#34;Indiana&#34;, &#34;IA&#34;: &#34;Iowa&#34;, &#34;KS&#34;: &#34;Kansas&#34;, &#34;KY&#34;: &#34;Kentucky&#34;, &#34;LA&#34;: &#34;Louisiana&#34;, &#34;ME&#34;: &#34;Maine&#34;, &#34;MD&#34;: &#34;Maryland&#34;, &#34;MA&#34;: &#34;Massachusetts&#34;, &#34;MI&#34;: &#34;Michigan&#34;, &#34;MN&#34;: &#34;Minnesota&#34;, &#34;MS&#34;: &#34;Mississippi&#34;, &#34;MO&#34;: &#34;Missouri&#34;, &#34;MT&#34;: &#34;Montana&#34;, &#34;NB&#34;: &#34;Nebraska&#34;, &#34;NV&#34;: &#34;Nevada&#34;, &#34;NH&#34;: &#34;New Hampshire&#34;, &#34;NJ&#34;: &#34;New Jersey&#34;, &#34;NM&#34;: &#34;New Mexico&#34;, &#34;NY&#34;: &#34;New York&#34;, &#34;NC&#34;: &#34;North Carolina&#34;, &#34;ND&#34;: &#34;North Dakota&#34;, &#34;OH&#34;: &#34;Ohio&#34;, &#34;OK&#34;: &#34;Oklahoma&#34;, &#34;OR&#34;: &#34;Oregon&#34;, &#34;PA&#34;: &#34;Pennsylvania&#34;, &#34;RI&#34;: &#34;Rhode Island&#34;, &#34;SC&#34;: &#34;South Carolina&#34;, &#34;SD&#34;: &#34;South Dakota&#34;, &#34;TN&#34;: &#34;Tennessee&#34;, &#34;TX&#34;: &#34;Texas&#34;, &#34;UT&#34;: &#34;Utah&#34;, &#34;VT&#34;: &#34;Vermont&#34;, &#34;VA&#34;: &#34;Virginia&#34;, &#34;WA&#34;: &#34;Washington&#34;, &#34;WV&#34;: &#34;West Virginia&#34;, &#34;WI&#34;: &#34;Wisconsin&#34;, &#34;WY&#34;: &#34;Wyoming&#34;}
</code></pre>

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      <pubDate>Thu, 20 Apr 2023 01:56:26 +0000</pubDate>
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