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BART Weekday Ridership, by Starting Station (May, 2018)

The above visualization breaks down all weekday rides on BART by their starting station. Clicking on an individual station will zoom in, showing the distribution of destination stations for that starting station.

BART provides monthly ridership data for all stations pairs - i.e. the average number of people who rode from station A to station B. They publish these datasets on their website in .xlsx format. Those files are combined into one flat CSV in a separate repo, which is where the data used in this visualization came from.

<!doctype html>
<meta charset="utf-8">
<title>Treemap of Weekday Ridership on BART (May, 2018)</title>
<!-- load D3js -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/5.5.0/d3.min.js"></script>
<!-- load D3plus after D3js -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3plus/1.9.8/d3plus.full.min.js"></script>
<!-- create container element for visualization -->
<div id="viz"></div>
<script>
d3.json('one_month_ridership.json', function(data) {
var visualization = d3plus.viz()
.container("#viz")
.data(data)
.type("tree_map")
.id(["from_station_full","to_station_full"])
.size("avg_num_riders")
// This will add the %s as well, though the docs aren't super clear on why...
// See http://d3plus.org/examples/advanced/9860999/
.labels({"align": "left", "valign": "top"})
.draw() // finally, draw the visualization!
})
</script>
[{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"BF","dest_station":"RM","avg_num_riders":23.0,"from_station_full":"Bayfair","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"HY","dest_station":"RM","avg_num_riders":34.9545454545,"from_station_full":"Hayward","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"WC","dest_station":"RM","avg_num_riders":25.1363636364,"from_station_full":"Walnut Creek","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"FV","dest_station":"RM","avg_num_riders":88.3181818182,"from_station_full":"Fruitvale","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"DC","dest_station":"RM","avg_num_riders":80.5909090909,"from_station_full":"Daly City","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"BK","dest_station":"RM","avg_num_riders":373.5909090909,"from_station_full":"Berkeley","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"WD","dest_station":"RM","avg_num_riders":5.6363636364,"from_station_full":"West Dublin\/Pleasanton","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"WS","dest_station":"RM","avg_num_riders":13.7272727273,"from_station_full":"Warm Springs","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"WP","dest_station":"RM","avg_num_riders":33.6363636364,"from_station_full":"Pittsburg\/Bay Point","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"LM","dest_station":"RM","avg_num_riders":44.0454545455,"from_station_full":"Lake Merritt","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"LF","dest_station":"RM","avg_num_riders":6.8636363636,"from_station_full":"Lafayette","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"RR","dest_station":"RM","avg_num_riders":23.1363636364,"from_station_full":"Rockridge","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"MT","dest_station":"RM","avg_num_riders":393.4090909091,"from_station_full":"Montgomery Street","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"NB","dest_station":"RM","avg_num_riders":79.5909090909,"from_station_full":"North Berkeley","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"NC","dest_station":"RM","avg_num_riders":4.9545454545,"from_station_full":"North Concord","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"FM","dest_station":"RM","avg_num_riders":33.3181818182,"from_station_full":"Fremont","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"RM","dest_station":"RM","avg_num_riders":15.3181818182,"from_station_full":"Richmond","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"PH","dest_station":"RM","avg_num_riders":16.7272727273,"from_station_full":"Pleasant Hill","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"PL","dest_station":"RM","avg_num_riders":427.4090909091,"from_station_full":"Powell Street","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"EM","dest_station":"RM","avg_num_riders":416.9090909091,"from_station_full":"Embarcadero","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"24","dest_station":"RM","avg_num_riders":186.7272727273,"from_station_full":"24th Street Mission","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"EN","dest_station":"RM","avg_num_riders":115.0454545455,"from_station_full":"El Cerrito Del 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Center","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"ED","dest_station":"RM","avg_num_riders":16.6363636364,"from_station_full":"Dublin\/Pleasanton","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"BP","dest_station":"RM","avg_num_riders":63.5454545455,"from_station_full":"Balboa Park","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"AS","dest_station":"RM","avg_num_riders":103.0454545455,"from_station_full":"Ashby","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"GP","dest_station":"RM","avg_num_riders":47.8181818182,"from_station_full":"Glen Park","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"CV","dest_station":"RM","avg_num_riders":7.5909090909,"from_station_full":"Castro Valley","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"12","dest_station":"RM","avg_num_riders":189.0454545455,"from_station_full":"12th Street \/ Oakland City Center","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"MA","dest_station":"RM","avg_num_riders":149.1363636364,"from_station_full":"MacArthur","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"16","dest_station":"RM","avg_num_riders":185.0,"from_station_full":"16th Street Mission","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"SS","dest_station":"RM","avg_num_riders":11.5909090909,"from_station_full":"South San Francisco","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"MB","dest_station":"RM","avg_num_riders":30.2727272727,"from_station_full":"Millbrae","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"OA","dest_station":"RM","avg_num_riders":14.4545454545,"from_station_full":"Oakland International Airport","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"19","dest_station":"RM","avg_num_riders":161.6363636364,"from_station_full":"19th Street Oakland","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"SH","dest_station":"RM","avg_num_riders":19.4090909091,"from_station_full":"South Hayward","to_station_full":"To:Richmond"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"SO","dest_station":"RM","avg_num_riders":57.6363636364,"from_station_full":"San 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Norte"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"FV","dest_station":"EN","avg_num_riders":113.1818181818,"from_station_full":"Fruitvale","to_station_full":"To:El Cerrito Del Norte"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"DC","dest_station":"EN","avg_num_riders":139.3636363636,"from_station_full":"Daly City","to_station_full":"To:El Cerrito Del Norte"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"BK","dest_station":"EN","avg_num_riders":809.9545454545,"from_station_full":"Berkeley","to_station_full":"To:El Cerrito Del Norte"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"WD","dest_station":"EN","avg_num_riders":11.9090909091,"from_station_full":"West Dublin\/Pleasanton","to_station_full":"To:El Cerrito Del Norte"},{"year":2018,"month_number":5,"part_of_week":"weekday","start_station":"WS","dest_station":"EN","avg_num_riders":26.4090909091,"from_station_full":"Warm 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