25 lines
673 B
Bash
25 lines
673 B
Bash
#!/bin/bash
|
|
|
|
# Install the Kaggle API
|
|
pip install kaggle
|
|
# Download the dataset from Kaggle
|
|
kaggle datasets download -d mlg-ulb/creditcardfraud
|
|
|
|
# Unzip the dataset
|
|
unzip -o creditcardfraud.zip
|
|
# Remove the zip file
|
|
rm creditcardfraud.zip
|
|
|
|
# Shuffle the dataset
|
|
shuf creditcard.csv > creditcard_shuf.csv
|
|
# Remove the original dataset
|
|
rm creditcard.csv
|
|
|
|
# Split the dataset into training and testing
|
|
tail -n +10001 creditcard_shuf.csv > creditcard_train.csv
|
|
head -n 10000 creditcard_shuf.csv > creditcard_test.csv
|
|
|
|
# Create a directory for the data
|
|
mkdir -p data
|
|
# Move the datasets to the data directory
|
|
mv creditcard_shuf.csv creditcard_train.csv creditcard_test.csv data/ |