Editing Human Centered Data Science (Fall 2018)/Assignments (section)

==== Step 2: Data processing ====
You will need to perform a series of processing steps on these data files in order to prepare them for analysis. These steps must be followed exactly in order to prepare the data for analysis. At the end of this step, you will have a single CSV-formatted data file that can be used in your analysis (step 3) with no significant additional processing.

* For data collected from the Pageviews API, combine the monthly values for <tt>mobile-app</tt> and <tt>mobile-web</tt> to create a total mobile traffic count for each month.
* For all data, separate the value of <tt>timestamp</tt> into four-digit year (YYYY) and two-digit month (MM) and discard values for day and hour (DDHH).
Combine all data into a single CSV file with the following headers:

{|class="wikitable"
|-
! Column
!Value
|-
|year
|YYYY
|-
| month
|MM
|-
| pagecount_all_views
|num_views
|-
| pagecount_desktop_views
|num_views
|-
|pagecount_mobile_views
|num_views
|-
|pageview_all_views
|num_views
|-
|pageview_desktop_views
|num_views
|-
|pageview_mobile_views
|num_views
|}

For all months with 0 pageviews for a given access method (e.g. <tt>desktop-site, mobile-app</tt>), that value for that (column, month) should be listed as 0. So for example all values of <tt>pagecount_mobile_views</tt> for months before October 2014 should be 0, because mobile traffic data is not available before that month.

The final data file should be named: 
 en-wikipedia_traffic_200712-201809.csv