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Term-2-Data-Science-Assignments

Assignment 1 : Pick one Wikipedia entry that could benefit from correction through a decolonial lense

Start by researching some specific data within Wikipedia and other archival sources related to London colonial histories, including but not limited to this list already started by Lucy Panesar.

Write a 500 word report considering how data science methods may be used to aid the process of updating the entry.

Submission:

Notebook - Word Document and PDF

Assignment 2 : Regression Data Exploration Report

Dataset: The data was extracted from the 1974 Motor Trend US magazine, and comprises fuel consumption and 10 aspects of automobile design and performance for 32 automobiles (1973--74 models).

Description:https://www.rdocumentation.org/packages/datasets/versions/3.6.2/topics/mtcars

Source of data: https://gist.github.com/seankross/a412dfbd88b3db70b74b

Submission:

Notebook - JupyterNoteboook and PDF

README - Assignment Brief

Assignment 3 : Clustering

In this assignment, your task is to find a dataset and see if you can identify and describe some meaningful clusters within it.

Dataset: The dataset i have chosen: https://www.kaggle.com/kandij/mall-customers The dataset contains some basic data about the customers like Customer ID, age, gender, annual income and spending score. Spending Score is something you assign to the customer based on your defined parameters like customer behavior and purchasing data.

Submission:

Notebook - JupyterNotebook and PDF

README - Assignment Brief

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