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12/03/2024
Applying LSTM Models to Financial Time Series
An overview of how Long Short-Term Memory networks can be used to model market trends and capture long-term dependencies in price data.
5 min read
27/08/2024
Linear Regression as a Baseline for Market Prediction
Why simple linear regression still matters in financial modeling and how it serves as a benchmark for more complex models.
5 min read
05/01/2025
Visualizing the Entire Market at Once
Techniques and tools for building large-scale visualizations that capture sector, asset, and index-level market behavior.
6 min read
19/06/2025
Modern Portfolio Optimization in Practice
A practical guide to portfolio optimization using risk, return, and correlation data to improve allocation decisions.
6 min read
03/11/2024
Outlier Detection in Market Data
How to detect anomalies in financial time series and why outliers often signal structural changes or rare events.
6 min read
14/02/2024
US Politics and Market Predictions
An analysis of how elections, legislation, and political uncertainty influence market sentiment and price movements.
8 min read
09/09/2025
Using Web Traffic as a Market Signal
Exploring how website traffic, search trends, and online engagement can be transformed into predictive indicators.
6 min read
21/07/2024
Sporting Events and Their Impact on Stocks
A look at how major sporting events can affect consumer behavior, brand exposure, and related stock performance.
6 min read
02/12/2025
Seasonal Stocks and Cyclical Patterns
Identifying seasonal trends in equities and commodities and incorporating them into trading strategies.
7 min read
18/05/2024
How Disasters and Weather Affect Markets
An examination of how extreme weather and natural disasters influence supply chains, commodities, and equities.
5 min read
07/04/2026
How Legal Changes Affect Stock Prices
Understanding the relationship between regulatory actions, lawsuits, and their short- and long-term market effects.
6 min read
25/01/2026
Using Foreign Exchange to Predict Regional Markets
How FX movements can serve as leading indicators for regional equity and bond market performance.
5 min read
11/06/2026
Using Beta to Find Supply Chain Correlations
Applying beta and correlation analysis to uncover relationships between companies linked by supply chains.
6 min read
16/09/2024
RAG for Corporate Profiles and Intelligence
Using retrieval-augmented generation to build richer, more accurate corporate profiles from unstructured data.
7 min read
28/02/2025
Using Economic Data for Market Insights
How macroeconomic indicators like CPI, GDP, and employment data can be leveraged for market analysis.
6 min read
04/08/2024
Using AI to Extract Advanced Market Metrics
An exploration of AI-driven techniques for deriving complex financial metrics from raw market and alternative data.
5 min read
12/03/2024
Applying LSTM Models to Financial Time Series
An overview of how Long Short-Term Memory networks can be used to model market trends and capture long-term dependencies in price data.
5 min read
27/08/2024
Linear Regression as a Baseline for Market Prediction
Why simple linear regression still matters in financial modeling and how it serves as a benchmark for more complex models.
5 min read
05/01/2025
Visualizing the Entire Market at Once
Techniques and tools for building large-scale visualizations that capture sector, asset, and index-level market behavior.
6 min read
19/06/2025
Modern Portfolio Optimization in Practice
A practical guide to portfolio optimization using risk, return, and correlation data to improve allocation decisions.
6 min read
03/11/2024
Outlier Detection in Market Data
How to detect anomalies in financial time series and why outliers often signal structural changes or rare events.
6 min read
14/02/2024
US Politics and Market Predictions
An analysis of how elections, legislation, and political uncertainty influence market sentiment and price movements.
8 min read
09/09/2025
Using Web Traffic as a Market Signal
Exploring how website traffic, search trends, and online engagement can be transformed into predictive indicators.
6 min read
21/07/2024
Sporting Events and Their Impact on Stocks
A look at how major sporting events can affect consumer behavior, brand exposure, and related stock performance.
6 min read
02/12/2025
Seasonal Stocks and Cyclical Patterns
Identifying seasonal trends in equities and commodities and incorporating them into trading strategies.
7 min read
18/05/2024
How Disasters and Weather Affect Markets
An examination of how extreme weather and natural disasters influence supply chains, commodities, and equities.
5 min read
07/04/2026
How Legal Changes Affect Stock Prices
Understanding the relationship between regulatory actions, lawsuits, and their short- and long-term market effects.
6 min read
25/01/2026
Using Foreign Exchange to Predict Regional Markets
How FX movements can serve as leading indicators for regional equity and bond market performance.
5 min read
11/06/2026
Using Beta to Find Supply Chain Correlations
Applying beta and correlation analysis to uncover relationships between companies linked by supply chains.
6 min read
16/09/2024
RAG for Corporate Profiles and Intelligence
Using retrieval-augmented generation to build richer, more accurate corporate profiles from unstructured data.
7 min read
28/02/2025
Using Economic Data for Market Insights
How macroeconomic indicators like CPI, GDP, and employment data can be leveraged for market analysis.
6 min read
04/08/2024
Using AI to Extract Advanced Market Metrics
An exploration of AI-driven techniques for deriving complex financial metrics from raw market and alternative data.
5 min read
Frequently Asked Questions
Axion Quant is a Python SDK and REST API that provides programmatic access to a wide range of financial and quantitative data, including stocks, ETFs, crypto, forex, futures, economic indicators, ESG scores, insider transactions, SEC filings, and more.
Yes, Axion Quant offers a free tier that allows you to explore the API, test endpoints, and even retrieve a complete list of over 19,000 US stocks in a single request. Check our pricing page for rate limits and feature comparisons.
You authenticate by including an API key in the header of each request. After signing up, you'll receive your unique API key. For the Python SDK, you can set it once via `axion.api_key = "your_key"` or use an environment variable.
You can access: equities, ETFs, crypto, forex, futures, indices, macroeconomic data, company fundamentals (income statements, balance sheets, cash flow), SEC filings, earnings estimates, insider & institutional holdings, ESG scores, supply chain relationships, news sentiment, web traffic analytics, and more.
You can cancel your subscription at any time from your account dashboard. You'll continue to have access until the end of your current billing period, with no further charges.
Rate limits depend on your plan. The free tier typically allows a certain number of requests per minute or per day. Paid plans offer higher or unlimited requests. See our documentation for exact numbers per endpoint.
Yes. You can retrieve historical daily OHLCV price data for stocks, crypto, forex, and futures. Many users use this data for backtesting quantitative strategies.
Yes, we offer a fully featured Python SDK. Install it via pip: `pip install axion-quant`. The SDK handles authentication, rate limiting, caching, and returns pandas DataFrames for easy analysis.
Absolutely. Axion Quant provides a standard REST API that works with any programming language (JavaScript, R, Go, etc.) or tool like Postman. The SDK is just a convenient wrapper.
We provide email support for all users. Paid plans include priority support and SLAs. Additionally, our documentation includes interactive examples, and we have a public Discord/community forum for general questions.
Yes. We do not sell or share your query data with third parties. Your API keys and usage patterns are kept confidential. Please review our privacy policy for full details.
Yes, we offer academic discounts. Contact our support team with your academic email and a brief description of your research, and we'll provide a reduced rate or extended free trial.
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