This list of largest cats shows the 10 largest extant Felidae species, ordered by maximum reported weight and size of wild individuals on record.

Rank	scientific name	maximum weight (kg)	maximum length (m)	native range by continent(s)
1	Panthera tigris	387.8	4.17	Asia
2	Panthera leo	313	3.64	Africa, Asia, formerly Europe
3	Panthera onca	158	2.8	North and South America
4	Puma concolor	125.2	2.8	North and South America
5	Panthera pardus	96	2.75	Africa, Europe and Asia
6	Acinonyx jubatus	75	2.5	Africa, Asia
7	Panthera uncia	75	2.5	Asia
8	Lynx lynx	38	1.5	Asia, Europe
9	Neofelis diardi	26	1.9	Asia
10	Neofelis nebulosa	23	1.9	Asia

a) Make a prediction what the relation between the maximum weight and maximum length should be. Give reasons why you are making such a prediction.

(b) Using Python, draw a scatter plot, semilog plot, and log-log plot for these data and decide which model better fits the data.

(c) From the graphs of (b), find a formula that expresses the relation between the maximum weight and maximum length of largest cats in better way (in your opinion).

(d) Compare your prediction with the model that you obtained from the analysis of the graphs. Explain why your prediction is correct or why it is wrong.

(e) Is there an outlier (or outliers) in the data that lies away? If yes, explain why it (or they) does not fit your model.