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Projects

Data Science Projects

Census Data

The United States Census Bureau (USCB), officially the Bureau of the Census, is a principal agency of the U.S. Federal Statistical System, responsible for producing data about the American people and economy. The Census Bureau's primary mission is to conduct the U.S. Census every ten years, which allocates the seats of the U.S. House of Representatives to the states based on their population. The Bureau's various censuses and surveys help allocate over $675 billion in federal funds every year and it helps states, local communities, and businesses make informed decisions. The information provided by the census informs decisions on where to build and maintain schools, hospitals, transportation infrastructure, and police and fire departments.

House Pricing

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Data Analysis Projects

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Customer Churn PowerBI

Investigate the "Databel" telecom company dataset and analyze their churn rates. Analyzing their churn doesn't mean knowing the churn rate is: it's also about figuring out why customers are churning at the rate that they are, and how to reduce churn.

Ukraine Invasion

In this dashboard, we tried to map Ukraine since the beginning of the invasion by territories in order to extract insights by date and document the war (one of the insights that we extracted is the effect of occupying Kherson port on the global economy since it supplies very vital goods to the whole world ) so feel free to check the dashboard and make correlations with the plots and we are sure that you will extract more insights.

Data Engineering Projects

Data Lakes with AWS

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Datawarehouse on AWS

A music streaming startup, Sparkify, has grown their user base and song database and want to move their processes and data onto the cloud. Their data resides in S3, in a directory of JSON logs on user activity on the app, as well as a directory with JSON metadata on the songs in their app. Building ETL pipeline that extracts data from S3, stages them in Redshift, and transform data into a set of dimensional tables for their analytics team.

Data Modeling with Apache Cassandra

A startup called Sparkify wants to analyze the data they've been collecting on songs and user activity on their new music streaming app. The analysis team is particularly interested in understanding what songs users are listening to. Currently, there is no easy way to query the data to generate the results, since the data reside in a directory of CSV files on user activity on the app.

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