Data Visualization with Python

Started 1 month ago by Ai Prompts in Science and Technology Prompts

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These prompts reflect common requests for assistance with various aspects of data visualization in Python,

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  1. Visualizing Monthly Sales Data: "Can you help me analyze monthly sales data from a CSV file and plot a line chart to show the trends over the past year?"

  2. Creating a Bar Chart for Student Motivation: "I have survey data on student motivation levels from 1-10. How can I visualize this data using a bar chart in Python?"

  3. Plotting a Scatter Plot with Regression Line: "I need to create a scatter plot of my dataset with a regression line to analyze the relationship between two variables. What’s the best way to do this using Seaborn?"

  4. Generating a Heat Map for Correlation Matrix: "How can I generate a heat map from a correlation matrix of my dataset using Matplotlib or Seaborn?"

  5. Building an Interactive Dashboard: "What steps should I follow to create an interactive dashboard using Plotly for visualizing real-time data?"

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