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3 simple steps to get you started

Step 1. Watching this 55 seconds tutorial

Step 2. Get

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Start your 55 seconds tutorial.

Step 3. Get data in a few clicks

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Server response
    

time.com
Cities Ranked by Selfies: Where Are the Most Selfies Taken?

By
German
Use for Free
  • Data Set Preview
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Harvested on
34
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CSV JSON HTML Changes
Feature 3origin_patternorigin_urlcreatedAtupdatedAtpingedAt
An examination of hundreds of thousands of selfiesthe low-fi, self-shot photograp...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
Makati City, known as the financial center of the Philippines, can now boast anot...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
Want to see if your city ranks? Mouse over the dots above.http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
To investigate the geography of selfie-taking, TIME built a database of more than...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
For the top 100 selfiest cities in the world, our rankings are below. Each yellow...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
1. Makati City and Pasig, Philippines 258 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
2. Manhattan, N.Y. 202 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
3. Miami, Fla. 155 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
4. Anaheim and Santa Ana, Calif. 147 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
5. Petaling Jaya, Malaysia 141 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
6. Tel Aviv, Israel 139 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
7. Manchester, England 114 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
8. Milan, Italy 108 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
9. Cebu City, Philippines 99 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
10. George Town, Malaysia 95 selfie-takers per 100,000 peoplehttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
The photos were downloaded from the Instagram API in two sets of five days: from ...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
For every city in the world of at least 250,000 residents, we then counted the nu...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
Methodologyhttp://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
11. San Francisco, US: 91 selfie-takers per 100,000 people 12. Oslo, NO: 89 selfi...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
Not all photos tagged as selfie are in fact selfies. Informal tests that we ran o...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
The list of world cities and their populations comes from the GeoNames database. ...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
While the metric of people who take selfies per capita is far from a perfect meas...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
Photos were then matched to cities using a simple nearest neighbor algorithm that...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
The data is not being permanently stored on TIMEs servers, in accordance with Ins...http://time.com/selfies-cities-world-rankings/http://time.com/selfies-cities-world-rankings/2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC2018-01-14 22:09:51 UTC
Data source unique ID
n4478_6f5105abeb93491cbabcc53928a37b47eses
Privacy
Public
Last ran status
COMPLETED
Last ran
2018-01-14 22:09:51 UTC
Crawl Frequency
Not scheduled
Urls to Monitor
Use default URL in recipe

Sample code snippets to quickly import data set into your application

For more information on how to automatically trigger an import please reference our WebHook API guide


Integrating with Java

import java.io.BufferedReader;
import java.io.InputStreamReader;
import java.net.URL;
import java.net.URLConnection;
import java.util.Arrays;

public class HelloWorld {
  public static void main(String[] args) {

    try {
      URL urlCSV = new URL(
        "https://cache.getdata.io/n4478_6f5105abeb93491cbabcc53928a37b47eses/latest_all.csv"
      );

      URLConnection urlConn = urlCSV.openConnection();
      InputStreamReader inputCSV = new InputStreamReader(
        ((URLConnection) urlConn).getInputStream()
      );
      BufferedReader br = new BufferedReader(inputCSV);

      String line;
      String[] fields;
      while ((line = br.readLine()) != null) {
        // Each row
        fields = line.split(",");
        System.out.println(Arrays.toString(fields));

      }
      // clean up buffered reader
      br.close();


    } catch (Exception e) {
      System.out.println(e.getMessage());
    }
  }   
}


Integrating with NodeJs

const csv     = require('csv-parser');
const https   = require('https');
const fs      = require('fs');

const file = fs.createWriteStream("temp_download.csv");
const request = https.get(
  "https://cache.getdata.io/n4478_6f5105abeb93491cbabcc53928a37b47eses/latest_all.csv", 
  function(response) {
    response.pipe(file);
  }
);

file.on('finish', function() {
  file.close();
  fs.createReadStream('temp_download.csv').pipe(csv()).on('data', (row) => {
    // Each row
    console.log(row);

  }).on('end', () => {
    console.log('CSV file successfully processed');

  });
});



Integrating with PHP

$data = file_get_contents("https://cache.getdata.io/n4478_6f5105abeb93491cbabcc53928a37b47eses/latest_all.csv");
$rows = explode("\n",$data);
$s = array();
foreach($rows as $row) {

  # Each row
  var_dump( $row);
  
}


Integrating with Python

import csv
import urllib2

url = 'https://cache.getdata.io/n4478_6f5105abeb93491cbabcc53928a37b47eses/latest_all.csv'
response = urllib2.urlopen(url)
cr = csv.reader(response)

for row in cr:
  # Each row
  print row


Integrating with Ruby

require 'open-uri'
require 'tempfile'
require 'csv'

temp_file = Tempfile.new( "getdata", :encoding => 'ascii-8bit')
temp_file << open("https://cache.getdata.io/n4478_6f5105abeb93491cbabcc53928a37b47eses/latest_all.csv").read
temp_file.rewind

CSV.foreach( open(uri), :headers => :first_row ).each do |row|      
  # Each row
  puts row
end

German owner

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