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Data sourced from GitHub API

TrendingMomentumPulseExplore
  1. Home
  2. Repositories
  3. simonlin1212
  4. a-stock-data
PythonNiche visibilityFresh activityNo linked package signalPartial snapshot

simonlin1212/a-stock-data

Rank not captured·Top 100·All-time stars·◐Cached ranking snapshot·Updated Oct 10, 2026

A股全栈数据工具包：行情K线·当日逐笔·研报·信号·资金面·新闻·财务·公告·打板·ETF期权·舆情·宏观利率·期货大宗(含大商所日K)·事件驱动·可转债 | 15层·87端点·34数据源·除iwencai外免Key | A-share data for AI agents: K-lines, ticks, reports, fund flow, news, financials, filings, options, macro, futures, events, convertibles | 15 layers·87 endpoints·34 sources

Compare closest alternativesOpen GitHub

First read

Promising movement, but the picture is still partial

simonlin1212/a-stock-data is active enough to inspect further, but the surrounding proof is thinner. Use the source repository and nearby comparisons to decide whether this is rising substance or just short-term visibility.

Visible

10.7K public stars in the current GitStar snapshot.

Needs a narrower context read

Active

Last commit Oct 7, 2026.

Fresh activity

Adopted

Treat stars as discovery context until a linked package appears.

No linked package mapping

Confidence

One or more key signals are partial, so GitStar keeps the interpretation conservative.

Partial snapshot

Snapshot facts

  • 10.7K stars
  • 1.9K forks
  • Last commit Oct 7, 2026
  • Package usage not mapped yet

Compare lens

JerBouma/FinanceToolkit and Fincept-Corporation/FinceptTerminal are the closest comparison targets GitStar found. A side-by-side comparison usually tells you more than a single raw rank.

Signal trail

Trajectory

Read the recent motion first. This block is for deciding whether the repository still looks alive, compounding, or flattening before you trust stars alone.

Daily momentum
Recent momentum is not captured
Weekly momentum
Recent momentum is not captured
Monthly momentum
Recent momentum is not captured
Last commit
Oct 7, 2026

Package reality

No linked npm or PyPI package is mapped for this repository yet, so the page leans more heavily on GitHub-visible popularity and should be read more conservatively.

GitStar expects a package signal here, but no npm or PyPI package is linked to this repository yet.

Hype vs Reality
Insufficient Package Data
Package mapping
No linked package yet
Cross-links
Standalone repo read

Validation note

GitStar can summarize public signals for simonlin1212/a-stock-data, but the GitHub repository is still the primary place to confirm release cadence, issue activity, and maintainer intent.

a-shareai-agentai-skillchina-stocksclaude-codefinancial-datafintechinvestment-researchllm-toolsmarket-datapythonquantitative-financestock-markettrading
🐙Polyglot
🛡️ Editorial Context

GitStar surfaces public popularity and package signals. These rankings are not endorsements, security reviews, or investment advice.

Why this rank

This repository stands out because it combines fresh update.

Fresh update
📈 Momentum & Adoption Signals
Approximate star trajectory

Reconstructed from current stars and cached daily/weekly/monthly deltas.

Now: 10.7K
30d ago7d ago1d agoNow
Daily momentum
No signal
Weekly momentum
No signal
Monthly momentum
No signal
Signal mix (log-scaled for readability)
Current stars10.7K
🧭 Hype vs Reality
Insufficient Package Data

GitStar can see repository momentum, but it does not have a reliable linked package signal yet.

Treat stars and recent movement as discovery context only until npm or PyPI usage is available.

Status
Insufficient Package Data
Package footprint
No linked npm or PyPI usage signal
Method note
This label appears when GitStar cannot find strong enough package telemetry to compare attention against adoption. Compare it against other Python repos before treating stars as a moat.
📐 Read the Hype vs Reality heuristic
Related alternative

JerBouma/FinanceToolkit

Shares the data category footprint with simonlin1212/a-stock-data, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

Fincept-Corporation/FinceptTerminal

Shares the data category footprint with simonlin1212/a-stock-data, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

microsoft/qlib

Shares the data category footprint with simonlin1212/a-stock-data, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Related alternative

waditu/tushare

Shares the data category footprint with simonlin1212/a-stock-data, so the comparison is closer to a same-problem decision than a same-language coincidence.

CompareOpen detail
Research links

Cross-links

Compare against related repos

GitStar picked FinanceToolkit + FinceptTerminal as the closest next comparison from the related repository set.

Open compare presetCompare with FinanceToolkitCompare with FinceptTerminal
Repo utility

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GitHub Repositorysimonlin1212/a-stock-dataExport Ranking DataDownload CSV

Wider nearby ecosystem

Compare with FinanceToolkitCompare with FinceptTerminal
Python
5.4K stars
JerBouma/FinanceToolkit

Transparent and Efficient Financial Analysis

C++
32.3K stars
Fincept-Corporation/FinceptTerminal

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

Python
49.3K stars
microsoft/qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

Python
15.4K stars
waditu/tushare

TuShare is a utility for crawling historical data of China stocks

Python
4.3K stars
shashankvemuri/Finance

Python toolkit for quantitative finance: stock analysis, technical indicators, strategy backtesting, portfolio optimization, and financial modeling.

Python
3.6K stars
edtechre/pybroker

Algorithmic Trading in Python with Machine Learning

Next step after the validation read

Move into a compare preset, organization view, or the heuristic notes once this first fold tells you whether the repo looks visible, active, adopted, and credible enough to keep researching.
Compare the closest alternativesRead the heuristic

Learn and methodology

Keep trust-building context reachable, but behind the first data read instead of ahead of it.
GuideMethodologyArticlesWeekly Digest

About This Page

This page provides a quick overview of simonlin1212/a-stock-data based on GitStar's cached data. The signal chart reconstructs approximate checkpoints from current stars plus cached daily, weekly, and monthly star deltas, so it is best read as directional context rather than as a precise historical audit log.

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