Create a dictionary from a csv file where the header row is the keys, and the values are the data in a list

create_dict.py

import pandas as pd

data = pd.read_csv('test.csv')

all_rows = {}
for row in data:
	items = []
	for x in data[row]:
		if not pd.isnull(x):
			items.append(x)
	all_rows[row] = items

print all_rows