Pandas Datetime: Check the empty values of UFO Dataframe

Last update on September 10 2025 12:46:21 (UTC/GMT +8 hours)

19. Check Missing Values in UFO DataFrame

Write a Pandas program to check the empty values of UFO (unidentified flying object) Dataframe.

Sample Solution:

Python Code:

import pandas as pd
df = pd.read_csv(r'ufo.csv')
print(df.isnull().sum())

Sample Output:

Date_time                          0
city                               0
state/province                     0
country                            0
UFO_shape                          0
length_of_encounter_seconds        0
described_duration_of_encounter    0
description                        0
date_documented                    0
latitude                           0
longitude                          0
dtype: int64

For more Practice: Solve these Related Problems:

Write a Pandas program to verify the presence of empty values in the UFO dataset and display the result as a boolean DataFrame.
Write a Pandas program to count the number of missing entries in the UFO DataFrame and print a summary.
Write a Pandas program to use isnull() to check for empty values in the UFO dataset and then display columns with missing data.
Write a Pandas program to create a concise report of missing value statistics for the entire UFO DataFrame.

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Python Code Editor:

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