40 lines
1.1 KiB
Bash
40 lines
1.1 KiB
Bash
#!/bin/bash
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pip install kaggle --upgrade
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kaggle datasets download -d brunoalercon123/top-200-spotify-songs-dataset -p ./dataset -u $1 -p $2
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unzip -o ./dataset/top-200-spotify-songs-dataset.zip -d ./dataset
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shuf Spotify-200-Songs.csv -o shuffled_spotify.csv
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head -n 100 shuffled_spotify.csv > subset1.csv
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tail -n 100 shuffled_spotify.csv > subset2.csv
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cut -d ',' -f 1,2,3 shuffled_spotify.csv > trimmed_spotify.csv
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cut -d ',' -f 1,2,4,5,6 shuffled_spotify.csv > processed_spotify.csv
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echo "Shuffled dataset:" > results.txt
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head shuffled_spotify.csv >> results.txt
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echo "" >> results.txt
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echo "Subset 1:" >> results.txt
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head subset1.csv >> results.txt
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echo "" >> results.txt
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echo "Subset 2:" >> results.txt
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head subset2.csv >> results.txt
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echo "" >> results.txt
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echo "Trimmed dataset:" >> results.txt
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head trimmed_spotify.csv >> results.txt
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echo "" >> results.txt
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echo "Processed dataset:" >> results.txt
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head processed_spotify.csv >> results.txt
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echo "" >> results.txt
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mkdir -p artifacts
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mv shuffled_spotify.csv subset1.csv subset2.csv trimmed_spotify.csv processed_spotify.csv results.txt artifacts/
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