ML-UK-Smokers-Analysis / Git / [d0879a] /Phase2.csv

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ML-UK-Smokers-Analysis

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#	gender	age	marital_status	highest_qualification	nationality	ethnicity	gross_income	region	smoke	amt_weekends	amt_weekdays
1	Male	Young	Divorced	No Qualification	British	White	2,600 to 5,200	The North	False	0	0
2	Female	Middle-Aged	Single	No Qualification	British	White	Under 2,600	The North	True	12	12
3	Male	Middle-Aged	Married	Degree	English	White	28,600 to 36,400	The North	False	0	0
4	Female	Middle-Aged	Married	Degree	English	White	10,400 to 15,600	The North	False	0	0
5	Female	Young	Married	GCSE/O Level	British	White	2,600 to 5,200	The North	False	0	0
6	Female	Young	Married	GCSE/O Level	British	White	15,600 to 20,800	The North	False	0	0
7	Male	Middle-Aged	Married	Degree	British	White	Above 36,400	The North	True	6	6
8	Male	Middle-Aged	Single	Degree	English	White	10,400 to 15,600	The North	False	0	0
9	Male	Middle-Aged	Single	GCSE/CSE	English	White	2,600 to 5,200	The North	True	8	8
10	Female	Middle-Aged	Married	No Qualification	English	White	5,200 to 10,400	The North	True	15	12
11	Male	Old	Widowed	No Qualification	English	White	10,400 to 15,600	The North	False	0	0
12	Male	Young	Married	Degree	English	White	Above 36,400	The North	False	0	0
13	Female	Old	Widowed	No Qualification	English	White	10,400 to 15,600	The North	False	0	0
14	Male	Young	Single	Degree	English	White	15,600 to 20,800	The North	False	0	0
15	Female	Young	Single	Degree	English	White	15,600 to 20,800	The North	False	0	0
16	Female	Young	Single	Degree	English	White	20,800 to 28,600	The North	False	0	0
17	Male	Middle-Aged	Divorced	No Qualification	British	White	10,400 to 15,600	The North	False	0	0
18	Female	Old	Single	Other/Sub Degree	English	White	2,600 to 5,200	The North	False	0	0
19	Male	Middle-Aged	Married	No Qualification	English	White	20,800 to 28,600	The North	False	0	0
20	Female	Young	Married	GCSE/CSE	British	White	2,600 to 5,200	The North	True	6	12
21	Female	Young	Married	GCSE/O Level	English	White	5,200 to 10,400	The North	True	5	2
22	Female	Middle-Aged	Married	No Qualification	English	White	2,600 to 5,200	The North	True	20	20
23	Female	Young	Married	No Qualification	English	White	5,200 to 10,400	The North	False	0	0
24	Female	Old	Married	No Qualification	English	White	Under 2,600	The North	False	0	0
25	Female	Middle-Aged	Divorced	No Qualification	English	White	5,200 to 10,400	The North	True	25	20
26	Female	Old	Married	No Qualification	British	White	Under 2,600	The North	False	0	0
27	Male	Old	Widowed	No Qualification	English	White	2,600 to 5,200	The North	False	0	0
28	Female	Old	Widowed	No Qualification	English	White	5,200 to 10,400	The North	False	0	0
29	Female	Young	Married	GCSE/CSE	English	White	Under 2,600	The North	True	15	15
30	Male	Young	Single	GCSE/CSE	English	White	2,600 to 5,200	The North	False	0	0
31	Female	Young	Separated	Degree	English	White	15,600 to 20,800	The North	False	0	0
32	Female	Middle-Aged	Married	Higher/Sub Degree	English	White	10,400 to 15,600	The North	False	0	0
33	Female	Young	Married	ONC/BTEC	English	White	2,600 to 5,200	The North	False	0	0
34	Female	Young	Single	A Levels	English	White	5,200 to 10,400	The North	False	0	0
35	Female	Old	Widowed	No Qualification	English	White	Under 2,600	The North	True	20	20
36	Female	Middle-Aged	Married	ONC/BTEC	English	Mixed	15,600 to 20,800	The North	False	0	0
37	Male	Old	Married	Other/Sub Degree	English	White	15,600 to 20,800	The North	False	0	0
38	Male	Old	Widowed	Degree	Scottish	White	20,800 to 28,600	The North	False	0	0
39	Female	Old	Widowed	GCSE/O Level	British	White	2,600 to 5,200	The North	False	0	0
40	Female	Young	Married	Degree	British	White	Under 2,600	The North	False	0	0
41	Female	Young	Single	Degree	British	White	10,400 to 15,600	The North	False	0	0
42	Male	Middle-Aged	Divorced	A Levels	English	White	15,600 to 20,800	The North	False	0	0
43	Female	Old	Widowed	No Qualification	British	White	2,600 to 5,200	The North	False	0	0
44	Female	Old	Widowed	No Qualification	English	White	2,600 to 5,200	The North	True	6	6
45	Female	Middle-Aged	Married	A Levels	British	White	10,400 to 15,600	The North	False	0	0
46	Male	Middle-Aged	Married	Other/Sub Degree	English	White	15,600 to 20,800	The North	True	25	25
47	Female	Middle-Aged	Divorced	GCSE/O Level	English	White	5,200 to 10,400	The North	True	4	4
48	Female	Middle-Aged	Divorced	GCSE/O Level	British	White	10,400 to 15,600	The North	False	0	0
49	Male	Middle-Aged	Married	Degree	Scottish	White	Above 36,400	The North	False	0	0
50	Female	Old	Widowed	No Qualification	English	White	5,200 to 10,400	The North	False	0	0
51	Male	Young	Married	Other/Sub Degree	British	White	20,800 to 28,600	The North	True	20	20
52	Male	Middle-Aged	Married	Other/Sub Degree	English	White	5,200 to 10,400	The North	False	0	0
53	Female	Middle-Aged	Single	GCSE/CSE	British	White	10,400 to 15,600	The North	False	0	0
54	Female	Young	Single	GCSE/CSE	British	White	5,200 to 10,400	The North	False	0	0
55	Male	Old	Widowed	No Qualification	British	White	5,200 to 10,400	The North	False	0	0
56	Female	Old	Married	No Qualification	British	White	2,600 to 5,200	The North	False	0	0
57	Female	Old	Married	No Qualification	English	White	Under 2,600	The North	False	0	0
58	Female	Old	Married	No Qualification	English	White	Under 2,600	The North	False	0	0
59	Female	Old	Married	No Qualification	English	White	2,600 to 5,200	The North	False	0	0
60	Female	Old	Widowed	GCSE/O Level	English	White	5,200 to 10,400	The North	False	0	0
61	Female	Young	Single	No Qualification	British	White	2,600 to 5,200	The North	True	20	10
62	Female	Old	Widowed	No Qualification	English	White	5,200 to 10,400	The North	False	0	0
63	Female	Young	Single	GCSE/O Level	British	White	5,200 to 10,400	The North	True	20	10
64	Male	Middle-Aged	Married	GCSE/O Level	English	White	Above 36,400	The North	False	0	0
65	Female	Young	Single	A Levels	British	White	15,600 to 20,800	The North	False	0	0
66	Female	Middle-Aged	Married	A Levels	English	White	20,800 to 28,600	The North	True	5	0
67	Female	Middle-Aged	Married	Degree	Scottish	White	10,400 to 15,600	The North	False	0	0
68	Male	Old	Widowed	No Qualification	British	White	5,200 to 10,400	The North	True	20	20
69	Male	Middle-Aged	Married	Degree	English	White	20,800 to 28,600	The North	False	0	0
70	Male	Old	Married	No Qualification	English	Black	10,400 to 15,600	The North	False	0	0
71	Male	Middle-Aged	Married	Other/Sub Degree	English	White	2,600 to 5,200	The North	True	30	30
72	Male	Middle-Aged	Married	A Levels	British	White	15,600 to 20,800	The North	False	0	0
73	Female	Young	Separated	GCSE/O Level	British	White	15,600 to 20,800	The North	True	20	20
74	Male	Middle-Aged	Divorced	Other/Sub Degree	English	White	2,600 to 5,200	The North	True	20	20
75	Female	Young	Separated	A Levels	British	White	10,400 to 15,600	The North	False	0	0
76	Female	Young	Divorced	GCSE/O Level	British	White	10,400 to 15,600	The North	False	0	0
77	Female	Young	Single	GCSE/O Level	English	White	2,600 to 5,200	The North	True	10	3
78	Male	Middle-Aged	Married	No Qualification	English	White	5,200 to 10,400	The North	False	0	0
79	Female	Old	Married	No Qualification	British	White	Under 2,600	The North	False	0	0
80	Female	Young	Single	GCSE/CSE	English	White	2,600 to 5,200	The North	True	20	20
81	Female	Young	Single	GCSE/CSE	English	White	15,600 to 20,800	The North	False	0	0
82	Male	Young	Single	ONC/BTEC	British	White	15,600 to 20,800	The North	True	10	0
83	Female	Young	Married	GCSE/O Level	British	White	10,400 to 15,600	The North	False	0	0
84	Female	Old	Married	No Qualification	English	White	Under 2,600	The North	False	0	0
85	Female	Old	Married	A Levels	British	White	2,600 to 5,200	The North	False	0	0
86	Male	Middle-Aged	Married	Degree	British	White	Above 36,400	The North	False	0	0
87	Female	Young	Married	Degree	English	White	Under 2,600	The North	False	0	0
88	Male	Old	Married	No Qualification	English	White	10,400 to 15,600	The North	False	0	0
89	Female	Middle-Aged	Married	No Qualification	British	White	Under 2,600	The North	False	0	0
90	Male	Middle-Aged	Separated	GCSE/CSE	English	White	28,600 to 36,400	The North	False	0	0
91	Male	Old	Widowed	No Qualification	English	White	2,600 to 5,200	The North	False	0	0
92	Female	Young	Married	A Levels	British	White	5,200 to 10,400	The North	False	0	0
93	Male	Middle-Aged	Married	Degree	British	White	28,600 to 36,400	The North	False	0	0
94	Female	Middle-Aged	Married	GCSE/O Level	British	White	20,800 to 28,600	The North	True	15	15
95	Female	Old	Divorced	No Qualification	English	White	2,600 to 5,200	The North	False	0	0
96	Female	Middle-Aged	Married	GCSE/O Level	Other	White	5,200 to 10,400	The North	False	0	0
97	Female	Young	Married	Higher/Sub Degree	British	White	2,600 to 5,200	The North	False	0	0
98	Female	Old	Married	No Qualification	English	White	Under 2,600	The North	False	0	0
99	Female	Middle-Aged	Divorced	Other/Sub Degree	English	White	15,600 to 20,800	The North	False	0	0
100	Female	Young	Married	ONC/BTEC	English	White	10,400 to 15,600	The North	False	0	0