Adding source code files for Chapter 6

2021-03-13 19:25:45 +04:00
parent e662762d09
commit 9589675a50
45 changed files with 625 additions and 0 deletions
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+# pandastrick5.py
+import pandas as pd
+import numpy as np
+pd.set_option('display.max_columns', None)
+
+weekly_data = {'day':['Monday','Tuesday', 'Wednesday', 'Thursday',
+                      'Friday', 'Saturday', 'Sunday'],
+                'temp':[40, 33, 42, 31, 41, 40, 30],
+                'condition':['Sunny','Cloudy','Sunny','Rainy','Sunny',
+                        'Cloudy','Rainy']
+        }
+df = pd.DataFrame(weekly_data)
+
+print(df.describe())
+print(df.describe(include="all"))
+print(df.describe(percentiles=np.arange(0, 1, 0.1)))
+print(df.groupby('condition').describe(percentiles=np.arange(0, 1, 0.1)))