DPC 2021/22 Fantasy Guide: 14 Dec 2021 – 21 Dec 2021

This page summarizes the projects mentioned and recommended in the original post on /r/DotA2

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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  • clarity

    Comically fast Dota 2, CSGO and CS2 replay parser written in Java. (by skadistats)

  • So I actually use a couple different APIs. The reason for this is that I couldn't find a fantasy-related endpoint for the offical Dota API, and the match endpoint doesn't have all the data required for calculating fantasy points. To actually get all the required data, the replay needs to be downloaded and parsed (using tools like Clarity or Butterfly). OpenDota does this, and exposes all the relevant data in their match API endpoint.

  • butterfly

    Butterfly Dota Replay parser (by ButterflyStats)

  • So I actually use a couple different APIs. The reason for this is that I couldn't find a fantasy-related endpoint for the offical Dota API, and the match endpoint doesn't have all the data required for calculating fantasy points. To actually get all the required data, the replay needs to be downloaded and parsed (using tools like Clarity or Butterfly). OpenDota does this, and exposes all the relevant data in their match API endpoint.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • dpc-fantasy

    An ongoing statistical analysis of Dota Fantasy for the Dota Pro Circuit

  • Anyways, good luck and please do let me know if you figure out an easier way to do this :). In case you're interested, my code is available here. Also, feel free to ask if you have any more questions.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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