Missing Height value in SOCR_MLB.tsv dataset

[Rayycoding]

Missing height value in the SOCR_MLB.tsv dataset

The 'Height' column has a missing value in one of the rows

• To Reproduce:

1. Go to the 04-stats-and-probability directory
2. Open the notebook.ipynb
3. Go to the Correlation and Evil Baseball Corp section
4. Run the whole notebook
5. From this section and below you will see a few nan values in the outputs.

• Expected behavior Numerical outputs for correlation were expected but due to the missing value, nan ended up being the output for a few cells.

• Screenshots

• If you want to see the missing row just go to the Analyzing Real Data section and add this code

height_is_null = df['Height'].isnull()

-- Use boolean indexing to display rows where 'Height' is null rows_with_null_height = df[height_is_null]

--Print the resulting DataFrame print(rows_with_null_height)

below the first cell in that section (after reading and printing the dataset)

The output should look like this: 640 Kirk_Saarloos CIN Starting_Pitcher 72 NaN 27.77

NOTE that if you want to use the notebook which is located in the data directory, you can use the CTRL + F command and search for 'Kirk_Saarloos' to see the row with the missing value.