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DataFrame

Module 5 Challenge This assignment is broken down into the following tasks:

Prepare the data.

Generate summary statistics.

Create bar charts and pie charts.

Calculate quartiles, find outliers, and create a box plot.

Create a line plot and a scatter plot.

Calculate correlation and regression.

Submit your final analysis.

Analysis

  • There is a positive correlation between the size in weight of a mouse and the size of the tumor volume.
  • Most mice were treated with either Capomulin or Ramicane.
  • Infubinol was the only drug analyzed that had an outlier
  • Capomulin had a smaller variance in final tumor volume than the other three drugs analyzed.
  • Ceftamin had a larger variance in final tumor volume than the other three drugs analyzed.
  • Propriva wsa the least frequently used drug in the study.
  • There was close to an equal divide between male and female test subjects.

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