EDA is mostly neither relevant to the question nor helpful in figuring out how to address the question. Or the EDA does address the question, but many obviously relevant variables / analyses / figures were not included. EDA does not include explore distributions of single variables or relationships between variables or both
EDA is partly irrelevant/unhelpful. Or some obviously relevant variables / analyses / figures were not included. EDA does not include a few distributions of single variables or relationships between variables
EDA is almost all relevant / helpful in addressing the question. No obviously relevant variables / analyses / figures were not included.
Thorough EDA addressed all aspects that are relevant to the question
EDA analysis and description
Many of the analyses are poor choices (e.g., using means instead of medians for obviously skewed data), or are poorly described in the text, or do not aid understanding the data
Some of the analyses are poor choices, or are poorly described in the text, or do not aid understanding the data
All analyses are correct choices. Only one or two have minor issues in the text descriptions supporting them. Mostly they fit well with other elements of the EDA and support understanding the data
All analyses are correct choices with clear text descriptions supporting them. The figures fit well with the other elements of the EDA, producing a clear understanding of the data.
EDA figures
Many of the figures are poor plot choices (e.g., using a bar plot to represent a time series where it would be better to use a line plot) or have poor aesthetics (including colormap, data point shape/color, axis labels, titles, annotations, text legibility) or do not aid understanding the data
Some of the figures are poor plot choices or have poor aesthetics. Some figures do not aid understanding the data
All figures are correct plot choices. Only one or two have minor questionable aesthetic choices. The figures mostly fit well with the other elements of the EDA and support understanding the data
All figures are correct plot choices with beautiful aesthetics. The figures fit well with the other elements of the EDA, producing a clear understanding of the data.
Grading Rules
Scoring: Out of 5 points
Each Developing => -1 pts
Each Unsatisfactory=> -2 pts
until the score is 0
If students address the detailed feedback in a future checkpoint they will earn these points back
DETAILED FEEDBACK should be left in the data section AND anywhere the student addressed proposal feedback but did not do it to your satisfaction
EDA Checkpoint Feedback
Score (out of 5 pts)
Score = 5
EDA Checkpoint Feedback
Comments
Regrade Feedback
Rubric
Grading Rules
Scoring: Out of 5 points
Each Developing => -1 pts Each Unsatisfactory=> -2 pts until the score is 0
If students address the detailed feedback in a future checkpoint they will earn these points back
DETAILED FEEDBACK should be left in the data section AND anywhere the student addressed proposal feedback but did not do it to your satisfaction