SmallStore

Sales anlysis of Walmart stores

A deep dive into the weekly statistics of 45 Walmart stores across the USA. The analysis revolved around each store's average weekly sales, average weekly temperature, type and size. This was a group project completed during my time at BrainStation.

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Student performance analysis

This project aims to figure out what determines the success (or downfall) of different students. I wanted to observe if any apparent hypotheses are oversights and if there are some hidden insights that I can find and if so why? The data cleaning and analysis was done in SQL and the visualisations were generated using Tableau.

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Python Webscraping & Data Cleaning Project

Inspired by my childhood love for Pokémon games, this project extracts uncleaned data of various Pokémon games from a Wikipedia page using Python. The extracted raw data is saved as a CSV file and cleaned using Python. I utilised libraries such as BeautifulSoup and Pandas to parse and structure the data, showcasing my ability to scrape and handle data from online sources and clean data in Python.

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Other Projects

Here are some other notable projects of mine. Feel free to check them out!

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Maryland Crime Data

Exploratory data analysis performed upon a dateset of crime statistics of Maryland Washington between 1975 and 2020. The best data practices were adopted when handling, cleaning and manipulating the data.

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CS50 Harvard Mini Projects

An archive of every mini assignment project that I have completed from Harvard's CS50 courses. Languages that I have studied in these courses are Python, C and SQL. Concept that I have learnt range from testing code in Python to querying in SQL.

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