Paste the related code in the response window, also screensh…

Paste the related code in the response window, also screenshot your plots and result figures and attached these image files by ‘Add file’. Ranking Stability of Leading Diagnoses  Computes ranks of top 10 diagnoses for each year of the visit count of female vs male patients group. Tracks female/male ratio movement over time for diagnoses. Visualization: heatmap of ranks for each year of female vs male patients group; line chart for female/male ratio movement over time. Grading Rules: 1: Correctly computes ranks and trends. 1: heatmap and line chart with correct labels, axes, legends and scale.

Paste the related code in the response window, also screensh…

Paste the related code in the response window, also screenshot your plots and result figures and attached these image files by ‘Add file’. Year-to-Year Volatility of Estimates Calculates year-to-year variability (standard deviation of the year-to-year % change) for visit count. Filter for each subgroup regions in each primary diagnosis. Visualization: boxplot of year-to-year % change across categories for each subgroup regions; bar chart for volatility across categories for each subgroup. Grading Rules: 1: Correctly calculates for variability 1: boxplot and bar chart across categories with correct labels, axes, legends and scale.   Paste the related code in the response window, also screenshot your plots and result figures and attached these image files by ‘Add file’.