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Topics: sentiment-analysis

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3 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: sentiment-analysis
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1.666ghj / BettaFish

微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。

agent-framework
data-analysis
multi-agent-system
nlp
public-opinion-analysis
python3
+4 more

Python GPL-2.043K total7.6K forks

+918 stars

from 41,643 · score 6.82

2.PaddlePaddle / PaddleNLP

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

nlp
embedding
bert
ernie
paddlenlp
pretrained-models
+13 more

Python APACHE-2.013K total3K forks

+63 stars

from 12,921 · score 4.16

3.clips / pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

python
machine-learning
natural-language-processing
web-mining
wordnet
sentiment-analysis
+1 more

Python BSD-3-CLAUSE8.9K total1.5K forks

+22 stars

from 8,835 · score 3.14

Order: Attention Score

Most net stars gained in the window first. The score only puts this gain on a log scale, so the order is the order of the gain.

How the ranking works

Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before a repository's first Observation. A longer window needs more days of Observations first. A repository younger than the window is not ranked in it.

The filters narrow the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Tag holds the repositories that have it; see Tags.

Repositories enter the index from the Seed Dataset or by gaining stars faster than the published admission threshold, whatever their size. Admission is permanent, so an archived repository can still rank.

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