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This repository contains over a dozen Python projects and models that solve a variety of real world financial data analysis and visualization tasks. Uses numpy, pandas, matplotlib, and Yahoo Finance.

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JosephFrancisRe/Financial-Modeling

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Financial Modeling

This repository contains a variety of financial modeling exercises that were conducted in Python.


The import packages used throughout this repository include:

  1. numpy
  2. pandas
  3. pandas_finance
  4. yfinance (Yahoo Finance's API)
  5. matplotlib

The files are associated with exercises that span the following topics:

  • Time Value of Money: PV / FV
  • NPV / IRR Calculations
  • Loan Amortization Scenario Analysis
  • Equity Index Visualization: S&P500
  • Commodity Volatility Report: Gold
  • Moving Average Forecasting
  • Exponential Smoothing Forecast
  • Trading System using Moving Avg Signals
  • Security Valuation with Price Models
  • Security Correlation Calculations
  • Efficient Frontier Portfolios
  • Monte Carlo Simulation: Risk Analysis
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    This repository contains over a dozen Python projects and models that solve a variety of real world financial data analysis and visualization tasks. Uses numpy, pandas, matplotlib, and Yahoo Finance.

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