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Leading and Trailing Spaces

Leading and Trailing Spaces

Learn how to handle leading and trailing spaces using Python.

Leading and trailing spaces

When working with datasets, we may encounter leading or trailing spaces, which are spaces located before or after the first character of the dataset values. For example, a dataset with a CITY column may contain leading spaces in front of the column values, such as " Lahore" or " Seattle". These spaces may occur due to unintentional data entry by respondents, or they may be collected as part of the intended data by the data collection system. To prevent leading or trailing spaces, some data collection software may throw an error if the data contains these spaces and require the user to remove them before saving.

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Example of leading and trailing spaces
Example of leading and trailing spaces

Handling spaces

Leading and trailing spaces often don't contribute to the success of a project. They can instead increase data storage costs and potentially lead to incorrect conclusions due to the different meanings of data with and without spaces. In ...