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first success maintenance plan

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Rene Kaßeböhmer
2025-06-25 14:00:36 +02:00
parent 150e086902
commit 294c640096
3 changed files with 63 additions and 2 deletions
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prepared_steps/0_cleansing_scripts/SN_SCINstalledBase__c.py Normal file
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import pandas as pd
# Load the CSV file
df = pd.read_csv('../1_extract_data/results/SCInstalledBase__c.csv')
# Find duplicates based on SerialNo__c (excluding empty/NaN)
duplicates = df[df.duplicated(subset=['SerialNo__c'], keep=False) & df['SerialNo__c'].notna() & (df['SerialNo__c'] != '')]
duplicates.to_csv('results/duplicates.csv', index=False)
# Find rows where SerialNo__c is empty or NaN
empty_serials = df[df['SerialNo__c'].isna() | (df['SerialNo__c'] == '')]
empty_serials.to_csv('results/empty_serials.csv', index=False)