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AmitSamra/README.md

portfolio

Projects

1. Analysis of Personal Amazon.com Order History

amazon_logo2

Tools Utilized: Python, Pandas, Matplotlib, PostgreSQL, SQLAlchemy, AWS, Airflow

Obtained personal Amazon.com order history stored on AWS S3; wrangled data using Pandas; loaded clean data into PostgreSQL database on AWS RDS and utilized matplotlib in Jupyter to create data visualizations; ETL pipeline was automated using Airflow; moved project onto an EC2 instance to run entirely on the cloud.

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2. Exploring NYC Crime Statistics

crime

Tools Utilized: R, ggplot2, Python, Pandas, MySQL, SQLAlchemy, Socrata, MongoDB, Tableau

Acquired data from Socrata API and performed ETL in Python; persisted clean data into MySQL; used R to create visualizations using ggplot2; loaded transformed data into MongoDB NoSQL database; utilized Tableau to generate additional visualizations.

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3. A 10,000 Foot Overview of Financial Markets

bond_logo_small

Tools Utilized: Quandl, Python, Pandas, Matplotlib

Accessed financial data using the Quandl API; performed ETL using Python/Pandas; created visualizations using Matplotlib.

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  1. AmazonOrderHistoryAirflowAWS AmazonOrderHistoryAirflowAWS Public

    Jupyter Notebook

  2. NYC_Crime NYC_Crime Public

    Jupyter Notebook

  3. Bonds Bonds Public

    Jupyter Notebook

  4. Titanic Titanic Public

    Titanic dataset from Kaggle

    Jupyter Notebook