Pandas is a high-level data manipulation tool developed by Wes McKinney. It is built on the Numpy package and its key data structure is called the DataFrame. DataFrames allow you to store and manipulate tabular data in rows of observations and columns of variables.

Jupyter Notebooks and Data Sets for Pandas Library

Simple python/streamlit web app for European option pricing using Black-Scholes model, Monte Carlo simulation and Binomial model. Spot prices for the underlying are fetched from Yahoo Finance API.

Artificial Intelligence Complete Course

Python code for pricing European and American options with examples for individual stock, index, and FX options denominated in USD and Euro. Jupyter notebooks for pricing options using free publicly available datasets.

An ETL Orchestration using Apache Airflow to extract CSV files from a Google Drive, validate, transform, and load into a PostgreSQL database.

台灣證券 - 個股技術分析評分框架

Yahoo Finance Python Interface

CSV Graph Generator

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Extract data directly from online sources such as Yahoo Finance using Pandas DataReader. Also the plotted graph is then embedded into a Flask web app

A Python program that allows users to predict the stock market based on many data factors

Predict stock trends using visual time windows

📈 3 charts: Created with Python and displayed with Google Charts JavaScript library.

Stock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Yahoo Finance.

S&P 500 stocks data scrape from yahoo finance then calculate and analysis the Beta value against S&P daily % change. The 10% highest beta will queued for buy and lowest 10% going for sell using a conditional checking of Black Swan identification. Finally plot the resultant graph from Portfolio table.

To build, train and test LSTM model to forecast next day 'Close' price and to create diverse stock portfolios using k-means clustering to detect patterns in stocks that move similarly with an underlying trend i.e., for a given period, how stocks trend together.To deploy our findings to an app along with an interactive dashboard to predict the ne…

Web app designed to compare stocks from Brazilian stock exchange (B3).

COVID19 Analysis Tool

Dashboard to track price pressures and inflation