How to Convert Dictionary into DataFrame?
Dictionary to DataFrame:
import pandas as pd data = ({'Age': [30, 20, 22, 40, 32, 28, 39], 'Color': ['Blue', 'Green', 'Red', 'White', 'Gray', 'Black', 'Red'], 'Food': ['Steak', 'Lamb', 'Mango', 'Apple', 'Cheese', 'Melon', 'Beans'], 'Height': [165, 70, 120, 80, 180, 172, 150], 'Score': [4.6, 8.3, 9.0, 3.3, 1.8, 9.5, 2.2], 'State': ['NY', 'TX', 'FL', 'AL', 'AK', 'TX', 'TX'] }) print(data) df = pd.DataFrame(data) print(df)
C:\python\pandas examples>python example15.py {'Height': [165, 70, 120, 80, 180, 172, 150], 'Food': ['Steak', 'Lamb', 'Mango', 'Apple', 'Cheese', 'Melon', 'Beans'], 'Age': [30, 20, 22, 40, 32, 28, 39], 'Sco re': [4.6, 8.3, 9.0, 3.3, 1.8, 9.5, 2.2], 'Color': ['Blue', 'Green', 'Red', 'Whi te', 'Gray', 'Black', 'Red'], 'State': ['NY', 'TX', 'FL', 'AL', 'AK', 'TX', 'TX' ]} Age Color Food Height Score State 0 30 Blue Steak 165 4.6 NY 1 20 Green Lamb 70 8.3 TX 2 22 Red Mango 120 9.0 FL 3 40 White Apple 80 3.3 AL 4 32 Gray Cheese 180 1.8 AK 5 28 Black Melon 172 9.5 TX 6 39 Red Beans 150 2.2 TX C:\python\pandas examples>
2018-10-25T16:48:45+05:30
2018-10-25T16:48:45+05:30
Amit Arora
Amit Arora
Python Programming Tutorial
Python
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