Reddit 子版块情感追踪器

使用 PRAW 通过 Reddit OAuth2 API 收集子版块在过去 24 小时内的热门帖子和评论，然后通过 HuggingFace Inference API 运行批量情感评分，使用 twitter-roberta-base-sentiment 模型。将评分聚合为每日时间序列并写入 Google Sheets 以供 Looker Studio 可视化。当情感分数周环比下降超过 20 分时触发 Slack 警报。

Reddit 子版块情感追踪器

Uses the Reddit OAuth2 API via PRAW to collect top posts and comments from subreddits on a rolling 24-hour window, then runs batch sentiment scoring via HuggingFace Inference API using twitter-roberta-base-sentiment. Aggregates scores into a daily time-series written to Google Sheets for Looker Studio visualization. Fires Slack alerts when sentiment drops more than 20 points week-over-week.

Installation

Requirements and caveats from upstream:

A modhash is a token that the reddit API requires to help prevent
with new images. If only the permissions on an emoji require updating
Requires a string 'flair_csv' which has up to 100 lines of the form

Basic usage or getting-started notes:

example, t3_15bfi0 .
for posts. For example, casual conversation may be better sorted by new
example by creating a text field in their app that does not allow
Source: https://www.reddit.com/dev/api/

Documentation

https://www.reddit.com/dev/api/