C1_Transaction_Data

Looking at Capital One Transaction Data from their Data Science Competition Repository

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Ecosystems: Jupyter Notebook

My findings from the Capital One Data Science Challenge

Important files

Main.py

  • Script that parses text file into dataframe

DataCleaning.ipynb

  • Examines data for any missing values

Visualizations.ipynb

  • Looks for interesting discoveries in the dataset
  • Geting a better understanding of the data

Preprocessing.ipynb

  • Prepares data for different modeling approaches
  • Adds in some custom features

ModelResults.ipynb

  • Shows results from classification models

ClusteringResults.ipynb

  • Shows discoveries found using Kmeans
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