Editing Human Centered Data Science (Fall 2019)/Assignments (section)

==== Step 1: Data acquisition ====
In order to measure Wikipedia traffic from 2008-2019, you will need to collect data from two different API endpoints, the Legacy Pagecounts API and the Pageviews API.

# The '''Legacy Pagecounts API''' ([https://wikitech.wikimedia.org/wiki/Analytics/AQS/Legacy_Pagecounts documentation], [https://wikimedia.org/api/rest_v1/#!/Pagecounts_data_(legacy)/get_metrics_legacy_pagecounts_aggregate_project_access_site_granularity_start_end endpoint]) provides access to desktop and mobile traffic data from December 2007 through July 2016.
#The '''Pageviews API''' ([https://wikitech.wikimedia.org/wiki/Analytics/AQS/Pageviews documentation], [https://wikimedia.org/api/rest_v1/#!/Pageviews_data/get_metrics_pageviews_aggregate_project_access_agent_granularity_start_end endpoint]) provides access to desktop, mobile web, and mobile app traffic data from July 2015 through last month.

For each API, you will need to collect data ''for all months where data is available'' and then save the raw results into 5 separate JSON source data files (one file per API query type) before continuing to step 2.

To get you started, you can refer to this example Notebook that contains sample code for API calls ([http://paws-public.wmflabs.org/paws-public/User:Jtmorgan/data512_a1_example.ipynb view the notebook], [http://paws-public.wmflabs.org/paws-public/User:Jtmorgan/data512_a1_example.ipynb?format=raw download the notebook]). This sample code is [https://creativecommons.org/share-your-work/public-domain/cc0/ licensed CC0] so feel free to re-use any of the code in that notebook without attribution.

Your JSON-formatted source data file must contain the complete and un-edited output of your API queries. The naming convention for the source data files is: 
 apiname_accesstype_firstmonth-lastmonth.json

For example, your filename for monthly page views on desktop should be:
 pagecounts_desktop-site_200712-201908.json

'''Important notes:'''
# As much as possible, we're interested in ''organic'' (user) traffic, as opposed to traffic by web crawlers or spiders. The Pageview API (but not the Pagecount API) allows you to filter by <tt>agent=user</tt>. You should do that.
# There was about 1 year of overlapping traffic data between the two APIs. You need to gather, and later graph, data from both APIs for this period of time.