ramrahul45 / c1_transaction_data Goto Github PK

My findings from the Capital One Data Science Challenge

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