import pandas as pd import matplotlib.pyplot as plt df_ECHI = pd.read_excel('Samsung_ECHI.XLSX') df_skills = pd.read_excel('Skill_mappings.XLSX') #add datetime columns to ECHI df['Weekday'] = df['SEGSTART].dt.dayofweek() # df['Interval'] = (df['SEGSTART].hour * 60 + df['SEGSTART].minute - 9*60) / 15 df['Timedelta'] = (df['SEGSTART']-df['SEGSTART'].shift()).fillna(0) #add group df = df_ECHI.merge(df_skills, on = 'SPLIT1', how = 'left') df['Group'] = np.nan df.loc[ #choose parameters start_intervals = 9 #kies tussen 1 en 53 stop_intervals = 31 #kies tussen 1 en 53 weekdays = [1,2,3,4] #monday 0 sunday 6 group = ['AVHA'] #AVHA, HHP, SHOPPROMO intervals = [i for i in range(start_intervals, stop_intervals + 1)] sub_df = df.loc[(df['interval].isin(intervals) & df['weekday'].isin(weekdays))] plt.hist(sub_df['timedelta'])
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