17 lines
726 B
Bash
Executable File
17 lines
726 B
Bash
Executable File
#!/bin/bash
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echo "Download data from kaggle"
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echo $KAGGLE_USERNAME
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kaggle datasets download -d shivamb/real-or-fake-fake-jobposting-prediction
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unzip -o real-or-fake-fake-jobposting-prediction.zip
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mkdir data
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cp fake_job_postings.csv /data/fake_job_postings.csv
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echo "Save column titles"
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head -n 1 fake_job_postings.csv > column_titles.csv
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tail -n +2 fake_job_postings.csv > data_not_shuf.csv
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echo "Create sets"
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shuf data_not_shuf.csv > data_not_cutted.csv
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head -n $CUTOFF data_not_cutted.csv > data.csv
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sed -n '1,2500p' data.csv > data_test.csv
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sed -n '2501,5000p' data.csv > data_dev.csv
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tail -n +5001 data.csv > data_train.csv
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# rm data.csv real-or-fake-fake-jobposting-prediction.zip data_not_shuf.csv data_not_cutted.csv |