pandas for Python - A Quick Guide - Processing-Date/Time Format

pandas for Python - A Quick Guide - Processing-Date/Time Format

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies, Religious Studies, Other

University

Hard

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This video tutorial covers datetime data processing using pandas. It begins with converting string data to datetime objects, then explores working with timestamp objects and their attributes. The tutorial also demonstrates applying functions on a series of timestamps, filtering and reindexing dataframes using datetime columns, and performing arithmetic operations on datetime data. The video uses the UFO report dataset and an employee dataset to illustrate these concepts.

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10 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the primary challenge programmers face when working with datetime data?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you filter a DataFrame using a datetime column?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of converting a string data type to a datetime object in pandas.

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some attributes and methods available for timestamp objects in pandas?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you extract the year from a datetime column in a DataFrame?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of the 'dt' accessor in pandas when working with datetime data?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how to create a new datetime column from separate year, month, and day columns.

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