Handling DataFrame

Handling DataFrame

Assessment

Interactive Video

Engineering, Information Technology (IT), Architecture, Social Studies

University

Practice Problem

Hard

Created by

Wayground Content

FREE Resource

This video tutorial covers the process of working with a dataset of houses using Python data science libraries. It begins with an introduction to the dataset and its structure, followed by an overview of Python libraries like pandas and matplotlib. The tutorial then demonstrates how to import and explore the dataset in Jupyter Notebook, perform data analysis and visualization, handle outliers, and apply data cleaning techniques to manage missing values. By the end, viewers will have completed the initial steps of data collection and cleaning.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of the describe function in data analysis?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the two options mentioned for dealing with missing values?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the command used to replace missing values with the median?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the final outcome of the project as described?

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