## Heatmap: Confidence Progression ### Overview The image is a heatmap visualizing the confidence progression of a series of questions over multiple iterations. The x-axis represents the number of iterations, and the y-axis represents the question ID. The color of each cell indicates the confidence level, ranging from -100% to 100%, with an additional category for "terminated". ### Components/Axes * **Title:** Confidence progression * **X-axis:** Number of Iterations, with ticks at SC, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 * **Y-axis:** Question ID * **Legend:** Located on the right side of the heatmap. * Magenta: 100% * Yellow: 50% * Orange: 0% * Light Purple: -50% * Light Green: -100% * Dark Green: terminated ### Detailed Analysis The heatmap displays the confidence level for each question across iterations. Each row represents a question, and each column represents an iteration. The color of each cell indicates the confidence level at that specific iteration. Here's a breakdown of the confidence levels for a few questions: * **Question 1 (Top Row):** Starts at 100% (Magenta) for the "SC" and first iteration, then drops to 50% (Yellow) for the second iteration, and is terminated (Dark Green) from the third iteration onwards. * **Question 2:** Starts at 100% (Magenta) for the "SC" and first iteration, then drops to -50% (Light Purple) for the second iteration, and is terminated (Dark Green) from the third iteration onwards. * **Question 3:** Starts at 100% (Magenta) for the "SC" and first iteration, then drops to 50% (Yellow) for the second iteration, then 0% (Orange) for the third iteration, and is terminated (Dark Green) from the fourth iteration onwards. * **Question 4:** Starts at 100% (Magenta) for the "SC" and first iteration, then drops to -50% (Light Purple) for the second iteration, and is terminated (Dark Green) from the third iteration onwards. * **Question 5:** Starts at 50% (Yellow) for the "SC" and first iteration, then drops to 0% (Orange) for the second iteration, then 50% (Yellow) for the third iteration, then 0% (Orange) for the fourth iteration, and is terminated (Dark Green) from the fifth iteration onwards. * **Question 6:** Starts at 100% (Magenta) for the "SC" and first iteration, then drops to 50% (Yellow) for the second iteration, and is terminated (Dark Green) from the third iteration onwards. * **Question 7:** Starts at -50% (Light Purple) for the "SC" and first iteration, then drops to 100% (Magenta) for the second iteration, and is terminated (Dark Green) from the third iteration onwards. * **Question 8:** Starts at 100% (Magenta) for the "SC" and first iteration, then drops to 50% (Yellow) for the second iteration, then 0% (Orange) for the third iteration, and is terminated (Dark Green) from the fourth iteration onwards. * **Question 9:** Starts at -50% (Light Purple) for the "SC" and first iteration, then drops to 50% (Yellow) for the second iteration, then 0% (Orange) for the third iteration, and is terminated (Dark Green) from the fourth iteration onwards. * **Question 10:** Starts at 50% (Yellow) for the "SC" and first iteration, then drops to 100% (Magenta) for the second iteration, and is terminated (Dark Green) from the third iteration onwards. * **Question 11:** Starts at 100% (Magenta) for the "SC" and first iteration, then drops to 50% (Yellow) for the second iteration, then 0% (Orange) for the third iteration, then 50% (Yellow) for the fourth iteration, and is terminated (Dark Green) from the fifth iteration onwards. ### Key Observations * Most questions start with a high confidence level (100% or 50%) in the initial iterations ("SC" and 1). * Confidence levels tend to decrease over iterations before being terminated. * After a few iterations, all questions are marked as "terminated". ### Interpretation The heatmap illustrates how confidence in answering a series of questions changes over multiple iterations. The trend suggests that initial confidence is often high, but as iterations progress, confidence tends to decrease, eventually leading to termination. This could indicate that the questions become more difficult or that the user's understanding diminishes over time. The "terminated" status likely signifies that the question was either answered incorrectly or abandoned after a certain number of attempts. The data suggests a need to investigate why confidence decreases and how to improve the user's ability to answer questions correctly over multiple iterations.