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bikesharing

Analysis of NYC Citi Bike in Tableau to determine if a bike sharing service would be viable in Des Moines, Iowa.

congress_terms_map

credit-risk

Supervised scikit-learn machine learning models using several sampling techniques.

cryptocurrencies

Unsupervised machine learning model using K-means. Data dimensions are reduced using PCA algorithms.

election_analysis

jsarrayfns

JS Array Functions Samples

kickstarter-analysis

Excel module in Data Analytics Bootcamp

leaflet-project

The goal of the project is to display multiple and interactive maps with the location and magnitude of earthquakes during the last 7 days around the world. The Javascript-Leaflet library, HTML, CSS, Bootstrap, and Javascript were used in the project. The Mapbox-API was also used to load the base maps.

lwc-leaflet-map

An interactive map using Leaflet and LWCs

mapping_earthquakes

Mapbox & Leaflet maps displaying the most recent earthquakes over the past 7 days. API calls to retrieve data including GeoJSON.

mechacar

Statistical investigation done with R

mission-to-mars

Web app using Flask to display data web scraped. MongoDB is used to store data from web scrape.

movies-etl

An ETL process for a fictitious streaming service, Amazing Prime, was developed in Jupyter Notebook. The code was then refactored into a Python script to automate the ETL process.

pewlett-hackard-analysis

SQL project using PostgreSQL & pgAdmin to explore a database of employee records.

platformeventmonitor

A Salesforce Unmanaged Package to monitor the org's platform events

plotly_deployment

Full stack project to develop an interactive dashboard using html, plotly.js, and flask. Explores the Bellybutton Biodiversity dataset.

portfolio

project_finale

Final Project for the 2020 Data Analytics Bootcamp thru Vanderbilt University

pyber_analysis

Jupyter Notebook project using Pandas & Matplotlib to visualize and examine the dataset of a mock ride sharing business operating in urban, suburban, and rural areas. Merge, groupby, sums, count, pivot table methods utilized. Bubble charts, boxplots, pie charts, and line charts created.

pyspark

Google Colab Notebook to Extract, Transform, & Load a big data set to an AWS RDS instance. Used pgAdmin to set up PostgreSQL database tables and make SQL queries to the database.

school_district_analysis

Python / Jupyter Notebook project using Pandas to explore, clean, and investigate school district data trends. Merge, filter, slice, sort, groupby methods used.

sfdx-project

state-zip-code-geojson

Zip code boundaries for each of the 50 states

stock-analysis

surfs_up

Data retrieval from a SQLite database, analyzed in pandas dataframes, and plotted with matplotlib.

three_digit_zips

Three digit zip code shapefile for the US.

ufos

HTML base page including an interactive Javascript dynamic table.

week1challenge

This is the Week #1 Challenge for the Data Analytics & Visualization Bootcamp

world_weather_analysis

Weather data is pulled from an API and narrowed down based on user input. Potential vacation destinations are provided and mapped with gmaps on the Google Cloud API.

zommable