Group NBA players into clusters based on either their career performance or performance statistics from a particular season (e.g., 2013–2014). Determine an appropriate number of clusters, and write a report based on the clustering results.

 

Player	Name	Position	Age	Height	Weight	Salary	Season	Postseason	Team	Games_played	Games_started	Minutes	FG_made	FG_attempted	FG_percent	3P_made	3P_attempted	3P_percent	FT_made	FT_attempted	FT_percent	Rebound_off	Rebound_def	Assists	Blocks	Steals	Fouls	Turnovers	Points
25	Metta World Peace	SF	36	79	260	947276	'99-'00	FALSE	CHI	72	63	31.1	4.3	10.5	0.407	0.8	2.7	0.314	2.6	3.9	0.674	0.9	3.4	2.8	0.5	1.7	2.2	2.3	12
25	Metta World Peace	SF	36	79	260	947276	'00-'01	FALSE	CHI	76	74	31.1	4.3	10.7	0.401	0.6	1.9	0.291	2.8	3.7	0.75	0.8	3.1	3	0.6	2	3.3	2.1	11.9
25	Metta World Peace	SF	36	79	260	947276	'01-'02	FALSE	CHI	27	26	30.5	5.6	13	0.433	1.3	3.4	0.396	3	4.8	0.628	1.5	3.4	2.9	0.9	2.8	4	2.6	15.6
25	Metta World Peace	SF	36	79	260	947276	'01-'02	FALSE	IND	28	24	29.3	4.2	10.2	0.411	0.6	2.8	0.215	2	2.7	0.733	1.2	3.8	1.8	0.6	2.4	3.9	1.8	10.9
25	Metta World Peace	SF	36	79	260	947276	'02-'03	FALSE	IND	69	67	33.6	5.2	12.3	0.428	1	3.1	0.336	4	5.4	0.736	1.5	3.8	2.9	0.7	2.3	3.5	2.1	15.5
25	Metta World Peace	SF	36	79	260	947276	'03-'04	FALSE	IND	73	71	37.2	6.4	15.2	0.421	1	3.3	0.31	4.4	6	0.733	1.4	3.9	3.7	0.7	2.1	2.7	2.8	18.3
25	Metta World Peace	SF	36	79	260	947276	'04-'05	FALSE	IND	7	7	41.6	8.4	17	0.496	1	2.4	0.412	6.7	7.3	0.922	1.1	5.3	3.1	0.9	1.7	3.9	2.4	24.6
25	Metta World Peace	SF	36	79	260	947276	'05-'06	FALSE	IND	16	16	37.7	6.8	14.8	0.46	1.1	3.4	0.333	4.6	7.6	0.612	1.6	3.3	2.2	0.7	2.6	2.8	2.7	19.4
25	Metta World Peace	SF	36	79	260	947276	'05-'06	FALSE	SAC	40	40	40.1	6	15.8	0.383	1.5	5	0.302	3.3	4.6	0.717	1.2	4	4.2	0.8	2	3	2.2	16.9
25	Metta World Peace	SF	36	79	260	947276	'06-'07	FALSE	SAC	70	65	37.7	6.5	14.9	0.44	1.3	3.7	0.358	4.4	5.9	0.74	1.5	5	3.4	0.6	2.1	2.9	2.1	18.8
25	Metta World Peace	SF	36	79	260	947276	'07-'08	FALSE	SAC	57	54	38.1	7.6	16.9	0.453	1.5	3.9	0.38	3.7	5.2	0.719	1.8	4	3.5	0.7	2.3	2.8	2.6	20.5
25	Metta World Peace	SF	36	79	260	947276	'08-'09	FALSE	HOU	69	55	35.5	6	15	0.401	2.2	5.6	0.399	2.8	3.8	0.748	0.9	4.3	3.3	0.3	1.5	2.2	2	17.1
25	Metta World Peace	SF	36	79	260	947276	'09-'10	FALSE	LAL	77	77	33.8	4	9.6	0.414	1.4	3.8	0.355	1.7	2.4	0.688	1.3	3	3	0.3	1.4	2.1	1.6	11
25	Metta World Peace	SF	36	79	260	947276	'10-'11	FALSE	LAL	82	82	29.4	3.2	8	0.397	1	2.8	0.356	1.1	1.7	0.676	1.2	2	2.1	0.4	1.5	2.2	1.1	8.5
25	Metta World Peace	SF	36	79	260	947276	'11-'12	FALSE	LAL	64	45	26.9	2.9	7.3	0.394	0.9	3	0.296	1.1	1.8	0.617	1.1	2.3	2.2	0.4	1.1	2.1	1.1	7.7
25	Metta World Peace	SF	36	79	260	947276	'12-'13	FALSE	LAL	75	66	33.7	4.4	11	0.403	1.9	5.5	0.342	1.7	2.3	0.734	1.4	3.6	1.5	0.6	1.6	2.6	1.3	12.4
25	Metta World Peace	SF	36	79	260	947276	'13-'14	FALSE	NY	29	1	13.4	1.9	4.9	0.397	0.6	1.9	0.315	0.3	0.6	0.625	0.6	1.4	0.6	0.3	0.8	1.5	0.7	4.8
25	Metta World Peace	SF	36	79	260	947276	'15-'16	FALSE	LAL	35	5	16.9	1.6	5.1	0.311	0.7	2.4	0.31	1.1	1.6	0.702	0.5	2	0.8	0.3	0.6	1.9	0.4	5
25	Metta World Peace	SF	36	79	260	947276	Career	FALSE		966	838	32.4	4.8	11.6	0.415	1.2	3.5	0.34	2.7	3.7	0.716	1.2	3.4	2.7	0.5	1.8	2.7	1.8	13.5
25	Metta World Peace	SF	36	79	260	947276	'01-'02	TRUE	IND	5	5	33.4	4.4	10.8	0.407	1.2	2.6	0.462	1.8	2.6	0.692	1.2	4.8	3.2	0.6	2.6	3.8	1.8	11.8
25	Metta World Peace	SF	36	79	260	947276	'02-'03	TRUE	IND	6	6	42	5.8	15	0.389	2	5.2	0.387	5.3	6.7	0.8	1.8	4	2.2	1	2.5	4.2	2.7	19
25	Metta World Peace	SF	36	79	260	947276	'03-'04	TRUE	IND	15	15	38.9	6.5	17.3	0.378	1.3	4.4	0.288	4.1	5.7	0.718	1.6	4.9	3.2	1.1	1.4	3	2.5	18.4
25	Metta World Peace	SF	36	79	260	947276	'05-'06	TRUE	SAC	5	5	39.6	6.2	16.2	0.383