shirosaidev/stocksight
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3264
- days_rel: n/a
- days_push: 1002
- n_releases_24m: 0
Adoption not part of the score
2530 stars · 495 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
stocksight is an open-source Python application that analyzes stock market sentiment using Twitter streams and news headlines, storing data in Elasticsearch with Kibana dashboards. It applies NLP sentiment analysis (TextBlob, VADER, NLTK) to gauge how social media and news emotions correlate with stock prices.
Use cases
- analyze stock market sentiment from twitter and news headlines
- predict stock price movements using sentiment analysis
- store and visualize stock-related social media data in elasticsearch
- run sentiment analysis on any topic, not just stocks
- build a kibana dashboard for stock sentiment trends
When to choose
- you want an open-source sentiment-driven stock analysis tool with elasticsearch and kibana visualization
- you need to correlate twitter/news sentiment with stock prices
- you want a docker-compose deployable sentiment analysis pipeline
When to avoid
- you need production-grade, actively maintained trading software - development is infrequent
- you don't want to run elasticsearch and kibana infrastructure
- you need guaranteed financial accuracy - sentiment-based prediction is experimental
Facets
application · maturity maintenance
nlp search-engine analytics data-science web-scraping fintech analytics data-science python self-hosted sentiment-analysis stock-market twitter elasticsearch kibana stock-prediction news-headlines natural-language-processing docker linux
2 sources
- readme: https://github.com/shirosaidev/stocksight · fetched 2026-08-28 · e44cf36a3d0f
- homepage: https://shirosaidev.github.io/stocksight/ · fetched 2026-08-29 · 4482200c7ada
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| shirosaidev/stocksight | main | 23 |
For agents
markdown · JSON · MCP: product_card(name="shirosaidev/stocksight")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem