Deanna Lingum's repositories
Amazon_Vine_Analysis
Analysis to determine if there is any bias toward favorable reviews from Amazon Vine members in the Beauty products dataset.
Bacteria_Biodiversity
Biodiversity dashboard of bacteria data on an interactive webpage using plotly, javascript, css, d3, html, and bootstrap.
Credit_Risk_Analysis
Machine learning models for predicting credit risk in LendingClub dataset.
Cryptocurrencies
Unsupervised machine learning models used to group the cryptocurrencies to help prepare for a new investment.
Election_Analysis
Produced additional data for election audit using Python and VS Code.
Mapping_Earthquakes
Maps with earthquake data in relation to tectonic plates' locations and all earthquakes with a magnitude greater than 4.5, with adjusted corresponding colors for those earthquakes.
MechaCar_Statistical_Analysis
Analysis on MechaCar data to help the manufacturing team, using R to run multiple linear regression, summary statistics, and t-tests.
Mission_to_Mars
Web app that scrapes the titles and the full-resolution images of Mars' 4 hemispheres and other information on Mars from other websites.
Pewlett-Hackard-Analysis
Analysis on number of retiring employees per title and employees eligible for mentorship program using SQL.
surfs_up
Analysis on temperature data for surf and ice cream shop using Python, Pandas, and SQLAlchemy.
Excel_and_Power_BI_Projects
Excel and Power BI feature exploration.
kickstarter-analysis
Kickstarter campaign analysis on Excel to uncover trends.
Movies-ETL
Function to take in Wikipedia data, Kaggle metadata, and MovieLens data and performs the ETL process by adding the data to a PostgreSQL database.
Neural_Network_Charity_Analysis
Machine learning and neural networks used to create a binary classifier capable of predicting whether applicants will be successful if funded by Alphabet Soup.
NY_Citibike
Bike trip analysis to convince investors that a bike-sharing program in Des Moines is a solid business proposal.
PyBer_Analysis
Created summary DataFrame of ride-sharing data by city type using Python and multiple-line graph of weekly fares by city type using Pandas and Matplotlib.
School_District_Analysis
Updated test score data and school district analysis using Python.
stock-analysis
Analysis on green energy stocks. Refactor code to make VBA script run faster.
US_Natural_Disaster_Analysis
A thorough analysis studying the correlations and patterns of natural disasters across time and region in the United States using Python.
World_Weather_Analysis
Updated PlanMyTrip app to include input from user using Google Maps Directions API, OpenWeatherMap API, and Python.