Ham radio operator choropleth showing total ham radio operator density as a percentage of county population. Data pulled from 2010 U.S. census and the FCC Amateur Radio Service database as of January 11, 2015.
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Ham Radio Choropleth
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| ###################### | |
| # OS Generated Files # | |
| ###################### | |
| .DS_Store | |
| .DS_Store? | |
| ._* | |
| .spotlight-V100 | |
| .Trashes | |
| Icon? | |
| ehthumbs.db | |
| Thumbs.db | |
| ####################### | |
| # Repository Specific # | |
| ####################### | |
| data |
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| <?php | |
| //////////////////////////////////////////////////////////////////////////////// | |
| // // | |
| // Environment Configuration // | |
| // // | |
| //////////////////////////////////////////////////////////////////////////////// | |
| ini_set("memory_limit","1024M"); // allow php to handle the large data sets | |
| //////////////////////////////////////////////////////////////////////////////// | |
| // // | |
| // Initialize Variables // | |
| // // | |
| //////////////////////////////////////////////////////////////////////////////// | |
| $zip = array(); // zips to fips lookup | |
| $fip = array(); // fips to county lookup | |
| $amc = array(); // amateur class by uid lookup | |
| $geo = array(); // operator list by geoid | |
| $json = array(); // final presentation of data | |
| //////////////////////////////////////////////////////////////////////////////// | |
| // // | |
| // Zipcode to County GeoID Lookup // | |
| // // | |
| // $zip[zipcode] = county geoid // | |
| // * county geoid = state fips code + county fips code // | |
| // // | |
| //////////////////////////////////////////////////////////////////////////////// | |
| $file = fopen("data/zips.csv", "r"); | |
| while( ($line = fgetcsv($file, 1000, ",")) !== false ) { | |
| $zip[$line[0]] = $line[3]; | |
| } | |
| fclose($file); | |
| //////////////////////////////////////////////////////////////////////////////// | |
| // // | |
| // County GeoID to County Name Lookup // | |
| // // | |
| // $fip[geoid] = county name // | |
| // * county geoid = state fips code + county fips code // | |
| // // | |
| //////////////////////////////////////////////////////////////////////////////// | |
| $file = fopen("data/fips.csv", "r"); | |
| while( ($line = fgetcsv($file, 1000, ",")) !== false ) { | |
| $fip[$line[1].$line[2]] = $line[3]; | |
| } | |
| fclose($file); | |
| //////////////////////////////////////////////////////////////////////////////// | |
| // // | |
| // UID to Operator Class Lookup // | |
| // // | |
| // $amc[uid] = operator_class // | |
| // // | |
| //////////////////////////////////////////////////////////////////////////////// | |
| $file = fopen("data/AM.dat", "r"); | |
| while( ($line = fgetcsv($file, 1000, "|")) !== FALSE ) { | |
| $amc[$line[1]] = $line[5]; | |
| } | |
| fclose($file); | |
| //////////////////////////////////////////////////////////////////////////////// | |
| // // | |
| // Operator List by GeoID // | |
| // // | |
| // $geoid[geoid] = array( // | |
| // uid => operator class // | |
| // ) // | |
| // // | |
| //////////////////////////////////////////////////////////////////////////////// | |
| $file = fopen("data/EN.dat", "r"); | |
| while( ($line = fgetcsv($file, 1000, "|")) !== FALSE ) { | |
| // zipcodes are mixed zip+4 and zcta5 in fcc db, strip down to just zcta5 | |
| $zcta5 = substr($line[18], 0, 5); | |
| // if zcta5 is set and there is a matching zipcode in the census lookup data | |
| // otherwise, add the data to 'other' so it can still at least be referenced | |
| if (strlen($zcta5)==5 && array_key_exists($zcta5, $zip)) { | |
| $geoid = $zip[$zcta5]; | |
| $geo[$geoid][$line[1]] = strtolower($amc[$line[1]]); | |
| } else { | |
| // but only if there is a record in the am table | |
| if (array_key_exists($line[1], $amc)) { | |
| $geo['other'][$line[1]] = strtolower($amc[$line[1]]); | |
| } | |
| } | |
| } | |
| fclose($file); | |
| //////////////////////////////////////////////////////////////////////////////// | |
| // // | |
| // Create Final JSON Presentation // | |
| // // | |
| // { // | |
| // id : geoid (minus leading zeros) // | |
| // county : county name // | |
| // total : total operators // | |
| // a : count of advanced class // | |
| // e : count of amateur extra class // | |
| // g : count of general class // | |
| // n : count of novice class // | |
| // p : count of technician plus class // | |
| // t : count of technician class // | |
| // other : no class identified // | |
| // } // | |
| // // | |
| //////////////////////////////////////////////////////////////////////////////// | |
| foreach($fip as $geoid => $county) { | |
| // if there is data for this county... | |
| if (array_key_exists($geoid, $geo)) { | |
| // sum up operator classes | |
| $counts = array_count_values($geo[$geoid]); | |
| // special care for undefined operator class | |
| if (array_key_exists('', $counts)) { | |
| $counts['other'] = $counts['']; | |
| unset($counts['']); | |
| } else { | |
| $counts['other'] = 0; | |
| } | |
| // put in 0 values if none set | |
| $check = array('a','e','g','n','p','t'); | |
| foreach ($check as $class) { | |
| if (!array_key_exists($class, $counts)) { | |
| $counts[$class] = 0; | |
| } | |
| } | |
| $json[] = array( | |
| 'id' => ltrim($geoid, '0'), // NEED TO STRIP THE LEADING ZEROS!! | |
| 'name' => $county, | |
| 'total' => count($geo[$geoid]), | |
| 'a' => $counts['a'], | |
| 'e' => $counts['e'], | |
| 'g' => $counts['g'], | |
| 'n' => $counts['n'], | |
| 'p' => $counts['p'], | |
| 't' => $counts['t'], | |
| 'other' => $counts['other'], | |
| ); | |
| } | |
| } | |
| // if there is data that is not mapping to a county (new counties etc...) | |
| if (array_key_exists('other', $geo)) { | |
| // sum up operator classes | |
| $counts = array_count_values($geo['other']); | |
| // special care for undefined operator class | |
| if (array_key_exists('', $counts)) { | |
| $counts['other'] = $counts['']; | |
| unset($counts['']); | |
| } else { | |
| $counts['other'] = 0; | |
| } | |
| // put in 0 values if none set | |
| $check = array('a','e','g','n','p','t'); | |
| foreach ($check as $class) { | |
| if (!array_key_exists($class, $counts)) { | |
| $counts[$class] = 0; | |
| } | |
| } | |
| $json[] = array( | |
| 'id' => 'unknown', | |
| 'name' => 'unknown', | |
| 'total' => count($geo['other']), | |
| 'a' => $counts['a'], | |
| 'e' => $counts['e'], | |
| 'g' => $counts['g'], | |
| 'n' => $counts['n'], | |
| 'p' => $counts['p'], | |
| 't' => $counts['t'], | |
| 'other' => $counts['other'], | |
| ); | |
| } | |
| // spit it out | |
| echo json_encode($json); | |
| ?> |
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This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| <!DOCTYPE html> | |
| <head> | |
| <meta charset="utf-8"> | |
| <style> | |
| body { | |
| font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; | |
| width: 960px; | |
| height: 600px; | |
| position: relative; | |
| } | |
| .counties { | |
| fill: indianred; | |
| stroke: #fff; | |
| stroke-opacity: 0.25; | |
| } | |
| .states { | |
| fill: none; | |
| stroke: #fff; | |
| stroke-linejoin: round; | |
| } | |
| </style> | |
| </head> | |
| <body> | |
| <script src="http://d3js.org/d3.v3.min.js"></script> | |
| <script src="http://d3js.org/queue.v1.min.js"></script> | |
| <script src="http://d3js.org/topojson.v1.min.js"></script> | |
| <script> | |
| // establish variables | |
| var w = 960, | |
| h = 600; | |
| // initialize ham dictionary | |
| var countById = {}; | |
| // prep for projection | |
| var projection = d3.geo.albersUsa() | |
| .scale(1280) | |
| .translate([w / 2, h / 2]); | |
| // prep for projection | |
| var path = d3.geo.path() | |
| .projection(projection); | |
| // setup svg container | |
| var svg = d3.select("body").append("svg") | |
| .attr("width", w) | |
| .attr("height", h); | |
| // asynchronous load map and ham data | |
| queue() | |
| .defer(d3.json, "us.json") | |
| .defer(d3.json, "ham.json") | |
| .await(ready); | |
| function ready(error, us, ham) { | |
| // generate dictionary | |
| ham.forEach(function(d) { countById[d.id] = +d.total; }); | |
| // preapare scale | |
| var quantize = d3.scale.linear() | |
| .domain([0, (d3.max(ham, function(d) { return d.total; }) / 100)]) | |
| .range([5, 100]); | |
| // render counties | |
| svg.append("g") | |
| .attr("class", "counties") | |
| .selectAll("path") | |
| .data(topojson.feature(us, us.objects.counties).features) | |
| .enter().append("path") | |
| //.style("fill-opacity", function(d) { return quantize(countById[d.id]) / 100; }) // by total operators | |
| .style("fill-opacity", function(d) { return (countById[d.id] / d.properties.population * 100); }) // by percentage of population | |
| .attr("d", path); | |
| // render states | |
| svg.append("path") | |
| .datum(topojson.mesh(us, us.objects.states, function(a, b) { return a !== b; })) | |
| .attr("class", "states") | |
| .attr("d", path); | |
| } | |
| // resizing container for map height | |
| d3.select(self.frameElement).style("height", h + "px"); | |
| </script> | |
| </body> | |
| </html> |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # Tools Required: | |
| # gdal | |
| # topojson | |
| all : ham.json us.json | |
| # generate ham overview json data file | |
| ham.json : data/AM.dat data/EN.dat data/zips.csv data/fips.csv | |
| php bacon.php > ham.json | |
| # generate us county topojson file | |
| us.json: data/gz_2010_us_050_00_20m.shp data/gz_2010_us_040_00_20m.shp data/population.csv | |
| topojson -o us.json -e data/population.csv --id-property +'STATE+COUNTY' -p population=+CENSUS2010POP -- counties=data/gz_2010_us_050_00_20m.shp states=data/gz_2010_us_040_00_20m.shp | |
| # relevant fcc amateur database tables | |
| data/%.dat : data/l_amat.zip | |
| unzip -d data data/l_amat.zip | |
| touch data/EN.dat | |
| touch data/AM.dat | |
| # us counties shape file | |
| data/gz_2010_us_050_00_20m.shp: data/counties.zip | |
| unzip -d data data/counties.zip | |
| touch data/gz_2010_us_050_00_20m.shp | |
| # us states shape file | |
| data/gz_2010_us_040_00_20m.shp: data/states.zip | |
| unzip -d data data/states.zip | |
| touch data/gz_2010_us_040_00_20m.shp | |
| # fcc amateur database zip package | |
| data/l_amat.zip : | data | |
| curl -o data/l_amat.zip 'http://wireless.fcc.gov/uls/data/complete/l_amat.zip' | |
| # us counties shape file zip package | |
| data/counties.zip : | data | |
| curl -o data/counties.zip 'http://www2.census.gov/geo/tiger/GENZ2010/gz_2010_us_050_00_20m.zip' | |
| # us states shape file zip package | |
| data/states.zip : | data | |
| curl -o data/states.zip 'http://www2.census.gov/geo/tiger/GENZ2010/gz_2010_us_040_00_20m.zip' | |
| # county population estimates 2013 | |
| data/population.csv : | data | |
| curl -o data/population.csv 'http://www.census.gov/popest/data/counties/totals/2013/files/CO-EST2013-Alldata.csv' | |
| # zip code to county fips code table | |
| data/fips.csv : | data | |
| curl -o data/fips.csv 'https://www.census.gov/geo/reference/codes/files/national_county.txt' | |
| # zip code to county fips code table | |
| data/zips.csv : | data | |
| curl -o data/zips.csv 'https://www.census.gov/geo/maps-data/data/docs/rel/zcta_county_rel_10.txt' | |
| data : | |
| mkdir $@ |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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