How do I prepare my data for visualization?
An example of an AI chatbot conversation about data preparation for visualization.
How do I prepare my data for visualization?
To prepare your data for visualization, start by cleaning it: remove duplicates, handle missing values, and format it correctly.
What tools can I use for data cleaning?
You can use tools like Excel, Python (with pandas), R, or specialized software like OpenRefine for data cleaning.
Can you explain how to handle missing values?
You can handle missing values by removing them, filling them with averages, or using interpolation methods depending on your data.
What types of visualizations are best for categorical data?
Bar charts, pie charts, and stacked area charts are great for visualizing categorical data.
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