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Caitlin Bishop's Projects

amazon_vine_analysis icon amazon_vine_analysis

Big Data Analysis on an Amazon Vine Review Dataset using pgAdmin, PostgresSQL, Python, Pandas, Pyspark, AWS, Google Colab Notebook.

belly_button_biodiversity icon belly_button_biodiversity

The purpose of this project is an exploration of bacteria culture data with JavaScript, Plotly, Bootstrap, D3.js, HTML, and CSS.

bikesharing icon bikesharing

Creating worksheets, dashboards and stories to visualize data with Tableau.

credit_risk_analysis icon credit_risk_analysis

An analysis to build and evaluate a dataset from LendingClub to discover credit risk using Supervised Machine Learning Algorithms.

cryptocurrencies icon cryptocurrencies

An analysis on cryptocurrencies dataset using unsupervised machine learning, PCA algorithm, and K-means clustering.

election_analysis icon election_analysis

The Colorado Board of Elections requested help to complete an election audit for a recent local congressional election.

kickstarter-analysis- icon kickstarter-analysis-

The projects purpose is to analyze a large crowdfunding data set for essential information on fundraising campaigns for theater plays.

mapping_earthquakes icon mapping_earthquakes

Creating an interactive map of earthquakes, all over the planet for the last seven days.

mission-to-mars icon mission-to-mars

A web-scraping project to build a web application to scrape various website for data related to the mission to mars and present the data and images on a single page.

movies-etl icon movies-etl

The goal of this project was to create an automated pipeline for a company Amazing Prime that is hosting a hackathon.

neural_network_charity_analysis icon neural_network_charity_analysis

An analysis in Neural Networks and Deep Learning Models to preprocess a dataset and create a predictive binary classifier for successful charitable donations, using TensorFlow and Pandas libraries in Python.

pewlett-hackard-analysis icon pewlett-hackard-analysis

The purpose of this project was to analyze human resources data for a large company (Pewlett-Hackard) to help the company prepare for the future hiring demands.

pyber_analysis icon pyber_analysis

The purpose of this project was to complete an exploratory analysis and create visualizations of the 2019 ride sharing data from PyBer.

stock-analysis icon stock-analysis

Using VBA to analysis green stock for Steve, to discover which stocks are worth the investment for his parents.

stroke_prediction_analysis icon stroke_prediction_analysis

The purpose of this project is to derive insight on characteristics and statistics regarding the dataset to see which factors influence whether or not a patient has had a stroke.

surfs_up icon surfs_up

An analysis of weather data to determine opening of an ice cream and surf shop using SQLite, SQLAlchemy, and Python.

ufos icon ufos

The purpose of this project was to build a dynamic webpage and to take data from a JavaScript array to create an organized a table to filter UFO sighting data on multiple criteria.

world_weather_analysis icon world_weather_analysis

The project’s objective is to improve a travel app to give customers a way to decide their travel destination and ideal hotel based on weather preferences.

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