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    3. Awesome Public Datasets (APD) - eSports: OpenDota Data Dump

    Awesome Public Datasets (APD) - eSports: OpenDota Data Dump

    An eSports section item in the Awesome Public Datasets (APD) repository that describes and links to the OpenDota data dump, making this large Dota 2 dataset discoverable via an awesome-style meta directory of public datasets.

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    Information

    Websitegithub.com
    PublishedDec 30, 2025

    Categories

    1 Item
    Themed Directories

    Tags

    3 Items
    #datasets#games#research

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    Awesome Public Datasets (APD) – eSports: OpenDota Data Dump

    Category: Themed Directories
    Tags: datasets, games, research
    Source: GitHub – APD core entry

    Overview

    This item is an entry in the Awesome Public Datasets (APD) repository’s eSports section. It describes and links to the OpenDota Data Dump, a large public dataset for Dota 2. The APD entry functions as a meta-directory record so researchers and developers can easily discover and access the OpenDota dataset.

    Features

    • Directory listing within APD:
      • Included as an eSports-category item in the Awesome Public Datasets core configuration.
      • Provides a structured YAML description (opendota-dump.yml) with metadata about the dataset.
    • Dataset focus:
      • Points to the OpenDota Data Dump, a large-scale public dataset derived from Dota 2 matches.
      • Intended for use in eSports analytics, game data mining, and research on gameplay, players, and match outcomes.
    • Discoverability:
      • Makes the OpenDota dataset discoverable via the APD “awesome-style” meta directory.
      • Can be surfaced in category/tag-based lists (e.g., eSports, games, datasets, research).
    • Metadata and tagging:
      • Tagged under datasets, games, and research to help filtering and search in the APD ecosystem.
      • Identified with a stable slug: awesome-public-datasets-apd-esports-opendota-data-dump.
    • Brand association:
      • Listed under the awesome-public-datasets brand, aligning with other curated public data resources.

    Use Cases

    • Academic and industrial research on eSports performance and strategies.
    • Machine learning and data science projects using Dota 2 match data (prediction, recommendation, behavior analysis).
    • Game analytics for understanding meta changes, hero balance, and player behavior.

    Access

    • Directory entry and metadata:
      https://github.com/awesomedata/apd-core/tree/master/core//eSports/opendota-dump.yml

    (The APD entry links out to the actual OpenDota data dump; dataset hosting and format details are provided at the linked destination rather than in the directory record itself.)

    Pricing

    • No pricing information is listed in the APD directory entry. The OpenDota Data Dump is cataloged as a public dataset; consult the linked OpenDota resource for any specific usage terms or limits.