Data Analytics using Python Visualizations - Creating Heatmaps

Data Analytics using Python Visualizations - Creating Heatmaps

Assessment

Interactive Video

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

University

Hard

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The video tutorial introduces heat maps as a visualization tool to compare the intensity of relationships between attributes, using car sales data as an example. It explains the concept of correlation, highlighting how attributes like engine size and horsepower are related. The tutorial demonstrates how to statistically measure these correlations and visualize them using heat maps, emphasizing the color scheme for positive and negative correlations. Finally, it provides a practical example of generating a heat map from car sales data, encouraging viewers to experiment with different datasets.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some of the attributes of cars mentioned in the data file?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How can one interpret a correlation coefficient of -0.72?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What steps are involved in generating a heat map from the car sales data?

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