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Healthy Gamer GG Twitch Chat Test Log
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About
Explores brief Twitch Chat data collected from Dr. K's stream over at Healthy Gamer GG. This collection represents a test effort focused on bridging the gap in the R programming space regarding interactions with Twitch chat connections (live, VOD, or clip data). The intention behind gathering this data was to enable R users, who may typically rely on Python for such tasks, to fully interact with Twitch streams. A primary future objective for this data is live visualization, potentially within a Shiny application, serving the needs of streamers and clients.
Columns
- user: Identifies the unique Twitch user sending the message. The column is highly valid, though containing nearly 1,400 unique users in this small sample.
- channel: Specifies the Broadcaster Channel where the chat occurred, which is overwhelmingly dedicated to healthygamer_gg.
- message: Contains the text or content submitted by the user. Common messages include emotes like "Sadge" and "KEKW". A small fraction of records (1%) are missing message content.
- timestamp: Records the exact date and time the user sent the corresponding message.
Distribution
The data is structured as a CSV file (
healthygamer_gg_testdata.csv) with a size of 516.85 kB. It consists of 4 primary columns and contains approximately 7,730 total records. This is test data, reflecting high activity collected over an extremely narrow time frame.Usage
This data set is highly applicable for:
- Developing and testing R packages or tools designed for real-time Twitch integration.
- Creating initial models for analyzing sentiment or common topics within a streaming chat environment.
- Building proof-of-concept visualisations, such as dynamic dashboards for streamers, using the timestamps and message contents.
- Educational purposes for analysts interested in studying social network interaction patterns within online gaming communities.
Coverage
Time Range: The scope is very limited, covering chat activity strictly on 16 July 2021.
Geographic Scope: The interactions originate from the global Twitch user base, focused exclusively on the Healthy Gamer GG channel.
Update Frequency: The creator has indicated that this test file will likely never be updated, though plans exist to produce a larger file for a different streamer later.
License
CC0: Public Domain
Who Can Use It
- R Programmers: Individuals looking to build or test new Twitch integration packages.
- Data Science Students: For learning data cleaning and initial exploratory analysis of social media text data.
- Streamers and Analysts: To understand message types, user volume, and the frequency of interaction during stream broadcasts.
- Beginners: Due to its manageable size and clear structure, it is suitable for introductory analysis projects.
Dataset Name Suggestions
- Healthy Gamer GG Twitch Chat Test Log
- Dr. K Stream Stream Chat Data Sample
- R Websocket Twitch Data
- Twitch Chat Interaction Test File
Attributes
Original Data Source: Healthy Gamer GG Twitch Chat Test Log
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