1nchaos/adata
Adata
This project is a financial market data API and quantitative analysis tool designed to aggregate metrics, scrape web data, and monitor market sentiment. It functions as a financial indicator aggregator and stock market web scraper that provides a programmatic interface for retrieving stock prices, indices, and ETF metadata from multiple data providers.
The system differentiates itself through a dedicated market sentiment monitor and investment risk assessment capabilities. It tracks investor behavior via northbound capital flows, dragon-tiger lists, popularity rankings, and security margin balances to identify potential financial risks.
The project covers broad capability areas including asset metadata management for industry and sector mapping, quantitative trading data acquisition for historical K-line charts and real-time quotes, and financial indicator retrieval. To maintain data access, it includes network configuration utilities for routing traffic through external proxy servers and dynamic IP pools.
Features
- Financial Data Collection Pipelines - Acts as a comprehensive pipeline for aggregating core performance metrics, share capital, and trading calendars.
- Sector and Industry Analysis - Enables the retrieval of industry classifications and sector memberships to identify thematic investment opportunities.
- Market Sentiment Analyzers - Monitors market mood through tracking of northbound capital flows, dragon-tiger lists, and popularity rankings.
- Financial Data APIs - Provides a programmatic API for retrieving stock prices, indices, and ETF metadata from multiple providers.
- Capital Flow Analyzers - Monitors fund inflows and outflows through real-time transaction data and foreign investor reports.
- Investor Behavior Tracking - Provides tracking of investor behavior through popularity rankings, dragon-tiger lists, and securities margin balances.
- Market Data Acquisition - Fetches historical K-line charts and real-time stock prices specifically for quantitative trading strategy development.
- Quantitative Data Extraction - Parses raw financial reports and real-time quotes into structured quantitative data for strategy analysis.
- Sector and Concept Mapping - The project returns the industry, regional, or conceptual plates associated with a specific stock.
- Capital Flow Analysis - Tracks real-time and historical fund inflows and outflows for individual stocks and thematic groups.
- Financial Asset Mapping - Maps stock codes to industry classifications, concept memberships, and index constituents via a centralized registry.
- Corporate Financial Report Retrievers - Retrieves core financial reporting metrics and corporate data from primary sources.
- Financial Index Component Retrieval - Fetches market index codes and the lists of constituent stocks belonging to specific indices.
- Financial Index Constituent Listings - Lists the constituent stocks that make up a specific market index.
- Index Component Mapping - Maps specific concept indexes or codes to their constituent stock lists.
- Industry Classification Systems - Returns first- and second-level industry classifications for specific stocks based on standardized systems.
- Investor Behavior Monitoring - Monitors investor behavior via popularity rankings, dragon-tiger lists, and security margin balances.
- Market Data Providers - Provides an interface for fetching real-time quotes, intraday minute data, and historical charts.
- Chinese Market Data Libraries - Fetches K-line charts and real-time snapshots for stocks and ETFs, specifically targeting exchange data.
- Market Data Aggregators - Standardizes and merges heterogeneous financial indicators and market data from multiple web portals and data centers.
- Sector Mapping - Retrieves stock concept memberships, thematic index constituents, and regional or industry sector affiliations.
- Stock Code Registries - Returns a comprehensive list of stock codes, short names, exchanges, and listing dates.
- Quantitative Analytics - Applies mathematical indicators to track capital flows and market sentiment for quantitative analysis.
- Financial Asset Metadata Retrievers - Provides utilities for fetching comprehensive stock codes, share capital, industry classifications, and index constituents.
- Financial Index Listings - Lists available concept index codes and names from multiple financial data providers.
- Market Index Metadata Listings - Lists all available index codes and their corresponding names.
- Financial Risk Assessments - Evaluates financial risk factors by tracking capital flows and security margin balances.
- Foreign Capital Tracking - Tracks the current and historical flow of funds from foreign investors via connect programs.
- Market Trading Calendars - Provides an annual trading holiday schedule to determine active market days for financial data requests.
- Investment Concept Identification - Identifies the specific investment concepts and reasons why a particular stock is associated with them.
- Share Capital Data Retrieval - Fetches current and historical share capital data for a specific stock to calculate market value.
- Sample Retrieval - Retrieves historical K-line charts and intraday minute snapshots by sampling financial data across specific time intervals.
- Web Scrapers - Scrapes live internet content to extract historical charts, real-time quotes, and industry classifications.
- Proxy Routing - Routes network traffic through external proxy servers and dynamic IP pools to bypass rate limits.
