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This project is to develop tools for investment decision-making and make investment analysis using data science techniques.

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Stock Analytics

The goal of this project is to make analysis and develop tools to make investment analysis. In this project, there are a couple parts to investigate different topics and tool development for investment.

Part 1 - Basic Stock Price/Index Dashboard

There are a lot of stock price dashboards in the market but most of those are not suiting my needs. In this part, I am going to develop tail-make a dashbaord for stock analysis. The first dashboard is aimed to display stock price of one stock and compare the price growth rate of stock(s) with index growth rate. Please find more detail in the Simple Stock Price Dashboard Folder

Part 2 - Specialized Dashboard

Coming Soon...

Part 3 - Prediction on S&P 500

S&P 500 is the benchmark of the stock performance in the US market. Able to make prediction of the performance of S&P 500 is a valuable to invest in stocks or future contracts. In this part, I am going to build a prediction model to make prediction on S&P 500 in the future 6 months. Please find more detail in the S&P 500 Prediction Model.

Part 4 - Airline Stock Price vs. Crude Oil Price

Fuel is one of the major expense of airlines. In this part, I am going to investigate how crude oil price affects on airlines stock price of different airlines and make analysis of selected airlines.

Coming Soon...

Part 5 - Stock Valuation Theory vs. Real World Stock Price

Coming Soon...

Part 6 - Foreign Exchange rate and Dollar Strength

Coming Soon...

Supplmental Folder - Prototype Stock Price Predictive Model

I have a Medium Post to explain how to build prototype stock price predictive model to prepare for building a model to predict stock price of 505 stocks in S&P 500. This is part of the phase in Part 3 - Prediction on S&P 500. You may find the supplemental files in the Stock Price Prediction Supplemental files folder. Or you may read my post in Medium.

Supplmental Folder - Prototype S&P 500 Predictive Model

I have a Medium Post to explain the prototype S&P 500 predictive model. This is the result of the Part 3 - Prediction on S&P 500. You may find the supplemental files in the S&P 500 Prediction Supplemental files folder. Or you may read y post in Medium.

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This project is to develop tools for investment decision-making and make investment analysis using data science techniques.

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  • Python 96.8%
  • PLSQL 3.2%