Adding source code files for Chapter 6
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# pandas5.py
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import pandas as pd
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weekly_data = {'day':['Monday','Tuesday', 'Wednesday', 'Thursday',
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'Friday', 'Saturday', 'Sunday'],
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'temp':[40, 33, 42, 31, 41, 40, 30],
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'condition':['Sunny','Cloudy','Sunny','Rain','Sunny',
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'Cloudy','Rain']
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}
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df = pd.DataFrame(weekly_data)
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df.index = ['MON', 'TUE','WED','THU','FRI','SAT','SUN']
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#Adding a new column and then updating it
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df['Humidity1'] = [60, 70, 65,62,56,25,'']
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df['Humidity1'] = [60, 70, 65,62,56,251,'']
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#Inserting a colun at colum index of 2
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df.insert(2, "Humidity2",[60, 70, 65,62,56,25,''])
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#df.insert(2, "Humidity2",[60, 70, 65,62,56,25,''])
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#Adding two columns
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df1 = df.assign(Humidity3 = [60, 70, 65,62,56,25,''],Humidity4 = [60, 70, 65,62,56,25,''])
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print(df1)
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