How To Use Python For Data Visualization?
[3 marks]Write Usage of Python Libraries For Data Visualization
[4 marks]What is the bubble plot in matplotlib? Write example of the sample plots are covered by bubble plot.
[7 marks]What is the primary purpose of using a scatter plot in data visualization?
[3 marks]What is a histogram? Write example of the sample plots are covered by histogram.
[4 marks]How to Create Beautiful Waffle Charts for Data Visualization in Python explain with an example.
[7 marks]What is Box plot? Write down code for both Box plot using MatplotLib with Python and draw it.
[7 marks]Discuss the role of data abstraction in ensuring data consistency and integrity in a relational database system
[3 marks]What is Word clouds? List Python libraries that needed to install Word clouds
[4 marks]Write an example of a simple plot using Seaborn.
[7 marks]Why might a bar chart be preferred over a line chart for displaying categorical data?
[3 marks]Write advantages and disadvantages of Waffle Charts.
[4 marks]Draw and explain Power BI architecture.
[7 marks]What is a heatmap, and when would you use it in data visualization?
[3 marks]Write Advantages of Visualizing Spatial Data using Maps.1
[4 marks]Explain the role of tile layers in a Folium map and provide an example of how to add a tile layer to a map.
[7 marks]How can you use DAX (Data Analysis Expressions) in Power BI, and what is its primary purpose?
[3 marks]How does the “Slicer” visual work in Power BI, and what is its primary use?
[4 marks]What is charting Primitives? List all types of Charts and explain Pie Chart and Area Chart.
[7 marks]What is the difference between supervised and unsupervised learning in machine learning?
[3 marks]What is the role of relationships in Power BI, and how do they affect data modeling?
[4 marks]Explain the process of creating a Power BI report from data import to final visualization
[7 marks]What is Folium? Write syntax for Plotting Maps with Folium.
[3 marks]What are some common tile providers available in Folium, and how would you switch between them in a map?
[4 marks]Define data abstraction in the context of data modeling and explain its significance in database design. Discuss the three levels of data abstraction
[7 marks]