Created
September 30, 2017 15:11
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Download birthname data from the Social Security Agency
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<?php | |
// composer require guzzlehttp/guzzle jotaelesalinas/php-rwgen | |
require 'vendor/autoload.php'; | |
define('DATA_DIR', dirname(__FILE__) . '/data'); | |
$states = ['AL', 'AK', 'AZ', 'AR', 'CA', 'CO', 'CT', 'DE', 'DC', 'FL', 'GA', 'HI', 'ID', 'IL', 'IN', 'IA', 'KS', 'KY', 'LA', 'ME', 'MD', 'MA', 'MI', 'MN', 'MS', 'MO', 'MT', 'NE', 'NV', 'NH', 'NJ', 'NM', 'NY', 'NC', 'ND', 'OH', 'OK', 'OR', 'PA', 'RI', 'SC', 'SD', 'TN', 'TX', 'UT', 'VT', 'VA', 'WA', 'WV', 'WI', 'WY']; | |
$year_init = 1960; | |
$year_end = 2016; | |
// Create a client with a base URI | |
$client = new GuzzleHttp\Client(['base_uri' => 'https://www.ssa.gov/']); | |
if ( !file_exists(DATA_DIR) ) { | |
mkdir(DATA_DIR); | |
} | |
echo "Downloading files to ./data:\n"; | |
for ( $year = $year_init; $year <= $year_end; $year++ ) { | |
foreach ( $states as $state ) { | |
$filename = DATA_DIR . "/raw_${year}_${state}.html"; | |
if ( file_exists($filename) ) { | |
continue; | |
} | |
echo " - Downloading " .basename($filename) . "... "; | |
$response = $client->request('POST', '/cgi-bin/namesbystate.cgi', [ 'form_params' => [ 'state' => $state, 'year' => $year ] ]); | |
if ( $response->getStatusCode() != 200 ) { | |
echo " Failed!\n"; | |
continue; | |
} | |
file_put_contents($filename, $response->getBody()->getContents()); | |
echo " Ok.\n"; | |
} | |
} | |
echo "Finished downloading data.\n"; | |
echo "Parsing files.\n"; | |
$output_csv = new JLSalinas\RWGen\Writers\Csv(DATA_DIR . "/original_data.csv"); | |
foreach ( glob(DATA_DIR . '/*.html') as $filename ) { | |
if ( !preg_match('/^raw_(\d+)_(\w+)\.html$/', basename($filename), $m) ) { | |
echo " - Failed reading " . basename($filename) . ": Wrong name.\n"; | |
continue; | |
} | |
$year = $m[1]; | |
$state = $m[2]; | |
echo " - Parsing " .basename($filename) . "... "; | |
$html = file_get_contents($filename); | |
$html = explode('</caption>', $html)[1]; | |
$html = explode('</table>', $html)[0]; | |
$html = str_replace("\r", '', $html); | |
$html = preg_replace("/\n|\t/ms", ' ', $html); | |
if ( !preg_match_all('/<tr[^>]*>(.+?)<\/tr>/ims', $html, $m) ) { | |
echo " Failed: No rows.\n"; | |
continue; | |
} | |
$rows = $m[1]; | |
array_shift($rows); | |
foreach ( $rows as $row ) { | |
$res = preg_match_all('/<td[^>]*>\s*(.+?)\s*<\/td>/ims', $row, $m); | |
$output_csv->send([ | |
'year' => $year, | |
'state' => $state, | |
'gender' => 'm', | |
'pos' => $m[1][0], | |
'name' => $m[1][1], | |
'count' => str_replace(',', '', $m[1][2]), | |
]); | |
$output_csv->send([ | |
'year' => $year, | |
'state' => $state, | |
'gender' => 'f', | |
'pos' => $m[1][0], | |
'name' => $m[1][3], | |
'count' => str_replace(',', '', $m[1][4]), | |
]); | |
} | |
echo "Ok.\n"; | |
} | |
$output_csv->send(null); | |
echo "Finished parsing files.\n"; |
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