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Krista Couartaway's Projects

austin-housing icon austin-housing

This R project conducts a thorough analysis of housing data, including descriptive statistics, visualizations, regression, time series forecasting, geospatial mapping, sentiment analysis, and predictive modeling using linear regression and Random Forest.

bitcoin-data-analysis icon bitcoin-data-analysis

This Python script performs data exploration and visualization on historical Bitcoin price data. It visualizes the stock price changes using matplotlib and creates a candlestick chart using Plotly. Additionally, it provides insights into the closing price trends over different time intervals using resampling techniques.

covid-19 icon covid-19

The SQL scripts provide a comprehensive understanding of the spread and impact of COVID-19, using death counts, infection rates, and vaccination metrics as key indicators.

medical-insurance-premium-prediction icon medical-insurance-premium-prediction

This Python project provides a systematic approach to regression analysis, from initial data exploration and preprocessing to model training and prediction. The use of multiple models and evaluation metrics ensures a robust and comprehensive analysis.

news-authenticator icon news-authenticator

This Python project focuses on the development and evaluation of machine learning models to authenticate news articles, using Natural Language Processing (NLP) techniques. The goal is to build models that can effectively differentiate between authentic and non authentic news articles based on their textual content.

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