what is a pandas array code example
Example: pandas array of dataframes
import datetime as dt
import numpy as np
import pandas as pd
dates_list = [dt.datetime(2015,11,i+1) for i in range(3)]
month_day_list = [d.strftime("%m%d") for d in dates_list]
dataframe_collection = {}
for month_day in month_day_list:
new_data = np.random.rand(3,3)
dataframe_collection[month_day] = pd.DataFrame(new_data, columns=["one", "two", "three"])
for key in dataframe_collection.keys():
print("\n" +"="*40)
print(key)
print("-"*40)
print(dataframe_collection[key])
========================================
1102
----------------------------------------
one two three
0 0.896120 0.742575 0.394026
1 0.414110 0.511570 0.268268
2 0.132031 0.142552 0.074510
========================================
1103
----------------------------------------
one two three
0 0.558303 0.259172 0.373240
1 0.726139 0.283530 0.378284
2 0.776430 0.243089 0.283144
========================================
1101
----------------------------------------
one two three
0 0.849145 0.198028 0.067342
1 0.620820 0.115759 0.809420
2 0.997878 0.884883 0.104158