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Paste the related code in the response window, also screenshot your plots and result figures and attached these image files by ‘Add file’. This is the last question, please also attached your .ipynb file to the response window. Diagnostic Shifts During COVID-19 (2020–2022) Detect whether pandemic years altered visit patterns in both count and rate. Compare pre-2020 vs 2020–2022 by diagnosis (not reasons) and age group. Visualization: before/after comparative plots (e.g., side-by-side faceted bars). Grading Rules: 1: Splits data into pre-2020 vs 2020–2022 and identifies diagnoses with changes in age group 1: before/after faceted plots

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.

List two advantages of implants as a replacement for missing teeth.

What effect does parathyroid hormone (PTH) has on calcium? 

What is the desirable or optimal range for HDL?

The absence of the PAH enzyme at birth leads to an increase in this amino acid which can cause significant and permanent brain damage. 

What test is used to rule out sepsis? 

Which of the following is a lipoprotein? 

The desirable range for cholesterol levels as determined by the National Educational Program is 

The Biuret reaction for the analysis of serum protein depends on the number of