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Cat Stats - Attribute Distributions


The following is a statistical summary of the "stats", or the attributes with values ranging from 1-5. Each attribute is described in the tables below, and graphs in the next section. Not all attributes are spread equally!

Distribution descriptions for each category.

count mean std min max
Adaptability 67 4.8 0.6 2 5
Affection Level 67 4.9 0.4 3 5
Child Friendly 67 3.8 0.5 2 5
Dog Friendly 67 4.6 0.8 2 5
Energy Level 67 3.9 1.1 1 5
Grooming 67 1.9 1.1 1 5
Health Issues 67 2.0 1.0 1 4
Intelligence 67 4.4 0.9 3 5
Shedding Level 67 2.7 1.0 1 5
Social Needs 67 4.1 0.9 3 5
Stranger Friendly 67 3.7 1.1 1 5
Vocalisation 67 2.8 1.7 1 5

12 rows × 5 columns


Value counts for each category. The data in this table are visualized in the histograms below.

1 2 3 4 5 meskew
Adaptability 0 1 3 3 60 -0.6
Affection Level 0 0 2 5 60 -0.6
Child Friendly 0 2 8 56 1 -0.3
Dog Friendly 0 2 6 8 51 -0.5
Energy Level 2 2 22 15 26 -0.3
Grooming 34 14 15 0 4 0.4
Health Issues 29 11 23 4 0 0.3
Intelligence 0 0 19 5 43 -0.5
Shedding Level 12 6 42 4 3 0.1
Social Needs 0 0 21 18 28 -0.4
Stranger Friendly 1 7 23 14 22 -0.2
Vocalisation 26 1 19 1 20 0.1

12 rows × 7 columns

A measure of skew is provided in the last column. It's dubbed, meskew, and its values center about 0, and range from -1 to 1. Negative values indicate a left-skewed/tailed distribution and positive values indicate a right-skewed/tailed distribution.



Histograms, with box plots overlaid on top, were generated for each attribute using Plotly*. Hover or click on a portion of the graph for more information. Use the list below to navigate to a particular attribute.

Graph List: AdaptabilityAffection LevelChild FriendlyDog FriendlyEnergy LevelGroomingHealth IssuesIntelligenceShedding LevelSocial NeedsStranger FriendlyVocalisationTable

*I haven't figured out how to best integrate Plotly charts in this site (see Map). If this window is resized, reload the page to format graph bounds to the window.














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