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airbnb-analysis

An analysis of various AirBnB properties

data-algorithms-with-spark

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

disease-detection-model

XGBoost Classifier to Create Parkinson's Disease Detection Model

hangman

movielens_analysis

Explicit usage of the Pandas library (with minor use of the Datacompy library) to compare multiple datasets associated with the current (12.19.2021) MovieLens dataset that is available.

nutritional-analysis

Analyzing Nutritional Content of McDonald's Menu Items. Using various packages including the Seaborn library to complete statistical data visualization.

nyc-taxi-data

NYC Taxi Data Analysis, using Docker to compartmentalize the application and Postgres to store the Database in.

openweather_etl

This project repository uses the OpenmapWeather API along with the World Cities CSV from the simplemaps database to create an ETL using Airflow, Pandas and Postgres.

record-linkage

By implementing various functions from the Python Spark API, the data was transformed to develop a scorer that can predict whether a patient record will be a match based on the values considered significant.

rock-paper-scissors

A game of rock, paper, scissors

social-media-in-the-world-cup

A Data Pipeline to Ingest Data from the Twitter API, apply Pandas Transformations, and load into RDS Database for Consumption. Pipeline is scheduled and controlled by Airflow

sparkify

Data Pipeline built using PySpark, storing input and output data in AWS S3 Buckets

spotify-receiptify

A Spotify API Recommendation Service that leverages a user's history over various time periods to provide a playlist of recommendations along with CSV files that include the recommendations made.

stocks-analysis

Stock Price Analysis Over Time Using SQL

twitter-bot

This script will utilize the Twitter API through Tweepy, along with a SMS Messaging service through Twilio to provide users with updates on Grailed's twitter posts. Specifically, a user can decide which tweets to be notified about via SMS, instead of receiving push notifications for all tweets that Grailed posts on its account.