poster-v1.1

This is a corrected version of the poster shown at the TRU Undergraduate Conference.

poster-v1.0

This is the poster release as shown at the conference.

Datasets v0.1

The datasets generated by the various tools in this package -- can be used directly without having to deal with the other tools.

The two main products are directly available here for download:

• "[blah-blah]_normalized.csv" contains the pick frequency as portion of total picks per day of each hero
• "[blah-blah]_counts.csv" contains the count of picks for each hero, not normalized

There's also heroes_picks_csvs.zip which is a copy of all the possible outputs from the json_to_csv processing tools. You'll probably only care about the two files above though for most things.

MatchesCondenser v0.4

Matches Condenser for OpenDota Data Dumps (2011-2016). Please see run with --help to look up parameters.

JsonToCsv v0.2

Processes the JSON file generated by the MatchesCondenser into one or more csvs depending on the parameters.
It performs cleanup of the data, missing values, normalization etc.
See python opendota_jsontocsv.py --help

Requires requests, pandas, docopt packages ( see requirements.txt).