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December 17, 2015 23:08
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Quick script to parse NYC subway turnstile data
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# As the following indicates, this script replies on the csv and async npm modules. | |
# It reads all the files placed inside a "csvs" directory, in the same directory as this file. | |
csv = require "csv" | |
fs = require "fs" | |
async = require "async" | |
columns = ["C/A","UNIT","SCP","DATE1","TIME1","DESC1","ENTRIES1","EXITS1","DATE2","TIME2","DESC2","ENTRIES2","EXITS2","DATE3","TIME3","DESC3","ENTRIES3","EXITS3","DATE4","TIME4","DESC4","ENTRIES4","EXITS4","DATE5","TIME5","DESC5","ENTRIES5","EXITS5","DATE6","TIME6","DESC6","ENTRIES6","EXITS6","DATE7","TIME7","DESC7","ENTRIES7","EXITS7","DATE8","TIME8","DESC8","ENTRIES8","EXITS8"] | |
outputArray = ['"ca","unit","scp","dt","desc","entries", "exits"'] | |
files = fs.readdirSync "./csvs" | |
if fs.exists "./output.csv" then fs.delete "./output.csv" | |
str = fs.createWriteStream "./output.csv", {encoding:"UTF8"} | |
str.write outputArray.join(",") | |
async.eachSeries files, (f,cb) -> | |
console.log "Processing #{f}..." | |
toAdd = [] | |
csv() | |
.from.path("./csvs/"+f,{columns:columns}) | |
.on "record", (r) -> | |
for i in [1..8] | |
if !r["DATE#{i}"] then break | |
dateSplit = r["DATE#{i}"].split("-") | |
dt = "2013/#{dateSplit[0]}/#{dateSplit[1]} " + r["TIME#{i}"] | |
toAdd.push '"' + [r["C/A"], r["UNIT"], r["SCP"],dt,r["DESC#{i}"], parseInt(r["ENTRIES#{i}"]),parseInt(r["EXITS#{i}"])].join('","') + '"' | |
.on "end", () -> | |
str.write("\n" + toAdd.join("\n")) | |
cb() | |
, () -> | |
str.close() | |
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