Stock Market Performance Analyzer

Project Overview

This project implements a Stock Market Performance Analyzer using Azure's data services to collect, process, and analyze stock market data. It leverages the Alpha Vantage API for real-time and historical stock data, and uses Azure Data Factory, Databricks, and Data Lake Storage for data processing and analysis. Features

Real-time and historical stock data collection

Financial ratio analysis Stock performance tracking Market trend analysis Basic stock performance prediction

Architecture

Azure Data Factory: Orchestrates data movement and processing Azure Databricks: Performs data processing and analysis Azure Data Lake Storage: Stores raw and processed data Alpha Vantage API: Source for stock market data

Prerequisites

Azure subscription Alpha Vantage API key Python 3.7+ Azure CLI