https://github.com/negative-light-media/stream-analyizer

This is a chat analyzation tool made for youtube Streams
https://github.com/negative-light-media/stream-analyizer

Last synced: 3 days ago
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This is a chat analyzation tool made for youtube Streams

• Host: GitHub
• URL: https://github.com/negative-light-media/stream-analyizer
• Owner: negative-light-media
• License: mit
• Created: 2023-09-05T21:19:43.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-08T18:08:32.000Z (about 1 year ago)
• Last Synced: 2023-09-08T20:36:25.104Z (about 1 year ago)
• Language: Python
• Size: 5.86 KB
• Stars: 1
• Watchers: 0
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# stream-chat-analyzer

This is a chat analysis tool made for YouTube Live Streams.

## Usage

> [!IMPORTANT]

> This part is under construction.

## Data format

The input data is in a CSV format with the following headings.

| Heading | Description |

| :---: | :---: |

| User | The user display name |

| username | the user's actual username on YouTube |

| user_id | The users channel_id on youtube |

| timestamp | The timestamp of when the message happens |

| message | The raw message text |

| profile_url | The user's profile image |

## Ouputs 

The output for this script is

1. Additions to a "master log" that stores every chat message along with what stream it was a part of

2. Graphics produced for each stream

  1. Chat Messages over time

  2. Word Cloud of Common Chat words [^1]

  3. Word Frequency [^1]

  4. Messages per viewer

5. Viewer Profiles - Chat Frequency, Participated Stream, Overall chat Sentiment, Common Words

[^1]: Filler words are filtered out using the NLTK package