business insights through data

DATA

ID	Gender	Age	Class	Major	Grad Intention	GPA	Employment	Salary	Social Networking	Satisfaction	Spending	Computer	Text Messages	Wealth
1	Female	20	Sophomore	Other	Yes	2.88	Full-Time	55.0	5	3	850	Laptop	200	2.0
2	Male	23	Senior	Management	Yes	3.60	Part-Time	30.0	4	4	860	Desktop	50	10.0
3	Male	21	Freshman	Other	Yes	2.50	Part-Time	50.0	2	4	1100	Laptop	200	70.0
4	Male	21	Sophomore	IS	Yes	2.50	Full-Time	45.0	4	6	1100	Tablet	250	100.0
5	Male	23	Senior	Other	Undecided	2.80	Unemployed	45.0	7	4	1000	Laptop	100	1.0
6	Female	26	Senior	Economics/Finance	Undecided	2.34	Unemployed	83.0	3	2	1200	Desktop	0	5.0
7	Female	21	Junior	Other	Undecided	3.00	Part-Time	55.0	3	3	1000	Laptop	50	0.6
8	Female	30	Senior	Other	Undecided	3.10	Full-Time	85.0	1	2	700	Tablet	300	1.0
9	Female	20	Sophomore	Management	Yes	3.60	Unemployed	35.0	0	4	1000	Laptop	400	0.6
10	Female	21	Senior	Economics/Finance	Undecided	3.30	Part-Time	42.5	11	4	700	Laptop	100	1.0
11	Female	23	Senior	Economics/Finance	Yes	2.80	Full-Time	55.0	5	5	900	Laptop	200	30.0
12	Male	22	Senior	Economics/Finance	No	3.50	Full-Time	42.0	4	3	1000	Laptop	100	4.0
13	Male	22	Senior	Marketing	Undecided	3.40	Part-Time	45.0	6	3	900	Desktop	45	0.7
14	Male	22	Senior	Marketing	Undecided	3.10	Part-Time	45.0	1	3	900	Laptop	150	2.0
15	Male	21	Senior	Management	Yes	3.20	Part-Time	59.0	0	4	1100	Laptop	400	6.0
16	Male	24	Senior	Management	Undecided	3.40	Part-Time	50.0	4	4	1000	Desktop	175	1.5
17	Female	19	Freshman	IS	Undecided	3.68	Part-Time	60.0	10	4	950	Tablet	150	0.5
18	Male	21	Junior	Economics/Finance	Undecided	3.10	Part-Time	60.0	2	3	1100	Laptop	300	10.0
19	Male	19	Sophomore	Economics/Finance	Yes	3.50	Part-Time	57.0	4	5	1000	Laptop	300	2.0
20	Female	20	Sophomore	Management	Undecided	3.17	Unemployed	65.0	12	6	800	Laptop	350	0.4
21	Female	22	Junior	Marketing	Undecided	3.19	Part-Time	60.0	11	3	1190	Laptop	50	0.4
22	Male	18	Sophomore	Accounting	Undecided	2.95	Unemployed	65.0	9	4	1100	Laptop	500	10.0
23	Female	22	Senior	Marketing	Undecided	3.00	Part-Time	60.0	0	4	800	Laptop	35	0.2
24	Male	25	Senior	Undecided	Yes	2.60	Full-Time	50.0	8	5	900	Laptop	600	1.5
25	Female	20	Junior	Economics/Finance	Yes	3.00	Part-Time	60.0	7	3	1100	Laptop	300	0.1
26	Male	24	Senior	Management	Yes	3.30	Full-Time	65.0	0	1	800	Desktop	40	10.0
27	Male	23	Junior	Economics/Finance	Yes	3.10	Full-Time	70.0	4	5	875	Laptop	300	2.0
28	Female	20	Freshman	Marketing	Yes	2.90	Part-Time	55.0	13	1	1400	Laptop	100	1.0
29	Male	22	Senior	Marketing	Yes	3.33	Part-Time	60.0	9	6	1600	Laptop	60	100.0
30	Male	20	Sophomore	Marketing	Undecided	3.10	Part-Time	50.0	4	4	900	Laptop	140	7.0
31	Male	20	Sophomore	Accounting	Undecided	3.40	Part-Time	60.0	4	3	1000	Laptop	500	5.0
32	Male	20	Junior	Other	Yes	2.90	Part-Time	52.0	3	1	800	Laptop	300	1.3
33	Male	20	Junior	Accounting	Yes	3.60	Part-Time	40.0	6	4	700	Laptop	70	0.8
34	Male	22	Senior	Marketing	Yes	2.57	Full-Time	45.0	5	4	1550	Laptop	800	0.9
35	Female	19	Sophomore	Marketing	Undecided	3.40	Part-Time	45.0	4	5	1000	Laptop	300	0.1
36	Female	26	Junior	Accounting	Yes	3.30	Part-Time	65.0	2	4	950	Desktop	300	0.8
37	Male	21	Senior	Management	Yes	3.05	Part-Time	45.0	3	4	1000	Laptop	100	5.0
38	Female	21	Sophomore	Accounting	Yes	2.50	Part-Time	65.0	2	3	1000	Laptop	600	0.9
39	Male	24	Junior	Economics/Finance	Yes	2.75	Part-Time	55.0	7	6	1100	Desktop	50	1.0
40	Male	19	Freshman	Marketing	Yes	2.50	Unemployed	55.0	15	5	800	Laptop	100	1.0
41	Male	22	Junior	Accounting	Yes	3.20	Full-Time	65.0	4	4	1180	Desktop	200	0.5
42	Female	20	Junior	Marketing	No	3.30	Part-Time	35.0	6	4	1100	Laptop	350	1.0
43	Female	22	Senior	Marketing	Undecided	3.50	Unemployed	45.0	5	5	800	Laptop	50	6.0
44	Female	27	Senior	Marketing	No	3.90	Full-Time	35.0	4	5	600	Laptop	400	1.0
45	Female	21	Senior	Marketing	No	3.00	Part-Time	35.0	6	5	1150	Desktop	500	0.5
46	Female	21	Senior	Management	Undecided	3.82	Part-Time	65.0	1	4	1150	Laptop	150	1.0
47	Female	20	Junior	Marketing	Yes	3.50	Unemployed	65.0	5	3	850	Laptop	200	0.3
48	Male	19	Sophomore	Undecided	Undecided	2.50	Part-Time	85.0	3	4	1000	Desktop	150	3.0
49	Female	21	Senior	Economics/Finance	Yes	3.20	Part-Time	52.5	2	4	720	Laptop	105	1.0
50	Female	23	Sophomore	Economics/Finance	Undecided	3.00	Part-Time	50.0	5	3	1020	Laptop	105	0.7
51	Female	21	Junior	Management	No	3.50	Unemployed	40.0	1	4	1100	Tablet	100	1.0
52	Male	23	Senior	Management	No	3.00	Part-Time	55.0	4	4	1000	Laptop	200	5.0
53	Female	21	Senior	Marketing	Undecided	3.70	Part-Time	45.0	3	4	800	Laptop	700	10.0
54	Male	21	Junior	Marketing	No	3.40	Part-Time	45.0	7	5	1000	Laptop	300	0.5
55	Male	21	Senior	Other	Yes	3.40	Part-Time	55.0	3	4	750	Desktop	700	2.5
56	Female	21	Senior	Marketing	No	3.10	Part-Time	55.0	3	1	800	Desktop	300	3.5
57	Female	21	Senior	Marketing	Yes	3.40	Part-Time	47.0	6	1	700	Laptop	100	3.8
58	Female	21	Senior	Marketing	No	2.40	Part-Time	45.0	4	3	1500	Laptop	10	1.0
59	Female	20	Junior	IS	No	2.90	Part-Time	45.0	4	4	850	Laptop	250	0.1
60	Female	20	Sophomore	IS	No	2.50	Part-Time	60.0	7	4	1000	Tablet	500	1.0
61	Female	23	Senior	Accounting	Yes	3.50	Part-Time	35.0	6	3	990	Laptop	50	1.0
62	Female	23	Senior	Economics/Finance	No	3.20	Part-Time	75.0	2	3	750	Laptop	0	2.0
63	Male	24	Junior	Economics/Finance	Yes	2.70	Full-Time	70.0	6	6	570	Tablet	100	1.0
64	Male	23	Junior	Economics/Finance	No	3.10	Part-Time	65.0	9	4	650	Laptop	200	10.0
65	Male	18	Freshman	Undecided	Yes	3.60	Unemployed	55.0	12	4	700	Tablet	500	1.0
66	Male	24	Senior	Management	No	3.10	Part-Time	50.0	4	4	800	Laptop	0	0.9
67	Male	23	Sophomore	Marketing	No	2.20	Unemployed	50.0	5	4	650	Desktop	100	10.0
68	Female	22	Senior	Accounting	No	3.20	Part-Time	60.0	4	5	800	Laptop	100	1.0
69	Female	25	Senior	Marketing	Yes	2.80	Full-Time	50.0	3	2	800	Laptop	0	7.5
70	Male	26	Senior	Economics/Finance	Yes	3.70	Part-Time	65.0	6	3	800	Desktop	60	1.0
71	Male	19	Freshman	Economics/Finance	Undecided	2.60	Unemployed	60.0	9	5	800	Laptop	400	0.1
72	Female	24	Senior	Management	No	3.10	Part-Time	55.0	4	4	1060	Desktop	600	1.0
73	Female	20	Freshman	Accounting	Undecided	2.40	Part-Time	60.0	8	5	800	Laptop	5	1.0
74	Male	23	Junior	IS	Undecided	3.60	Part-Time	70.0	12	6	900	Laptop	10	1.0
75	Male	23	Senior	Management	No	3.10	Part-Time	55.0	5	6	800	Laptop	0	10.0
76	Female	28	Senior	Economics/Finance	Yes	3.50	Part-Time	75.0	4	6	900	Desktop	350	5.0
77	Male	25	Senior	Management	No	2.50	Full-Time	50.0	2	3	800	Laptop	5	0.5
78	Male	24	Senior	Economics/Finance	Undecided	3.40	Part-Time	60.0	3	5	1175	Laptop	60	50.0
79	Female	21	Sophomore	Undecided	Yes	3.30	Part-Time	55.0	6	4	900	Laptop	650	1.0
80	Female	22	Sophomore	Marketing	Undecided	3.00	Part-Time	50.0	5	5	1000	Laptop	200	1.5
81	Female	19	Freshman	Undecided	Undecided	2.80	Unemployed	50.0	8	4	850	Tablet	650	2.0
82	Male	23	Junior	Economics/Finance	Yes	3.60	Part-Time	65.0	5	5	680	Laptop	400	5.0
83	Male	21	Junior	Management	No	3.00	Part-Time	45.0	4	6	700	Laptop	20	10.0
84	Male	24	Senior	IS	Undecided	3.30	Part-Time	60.0	8	5	750	Laptop	5	10.0
85	Male	22	Junior	Economics/Finance	Yes	3.70	Part-Time	65.0	6	3	745	Laptop	250	6.0
86	Female	21	Sophomore	Management	Undecided	2.80	Part-Time	45.0	7	4	715	Laptop	200	10.0
87	Male	25	Senior	Accounting	Yes	3.40	Part-Time	55.0	2	4	850	Desktop	60	100.0
88	Female	20	Sophomore	Marketing	Undecided	3.10	Unemployed	50.0	3	4	575	Laptop	400	2.0
89	Female	22	Junior	Marketing	Undecided	2.90	Part-Time	50.0	6	4	2000	Laptop	2	5.0
90	Female	23	Sophomore	Economics/Finance	Yes	3.50	Part-Time	60.0	4	5	750	Laptop	500	1.0
91	Male	27	Junior	Marketing	Undecided	3.30	Full-Time	55.0	4	5	800	Laptop	75	10.0
92	Male	22	Junior	Management	Undecided	2.90	Part-Time	50.0	4	4	670	Laptop	50	0.1
93	Female	26	Senior	Economics/Finance	Yes	3.60	Part-Time	65.0	3	5	700	Desktop	100	5.0
94	Female	30	Senior	Accounting	Yes	3.80	Full-Time	65.0	3	5	800	Desktop	30	2.0
95	Female	22	Sophomore	Accounting	No	2.10	Unemployed	60.0	9	4	730	Laptop	50	50.0
96	Male	19	Freshman	Economics/Finance	No	2.80	Part-Time	55.0	7	4	650	Laptop	0	1.0
97	Male	24	Junior	Accounting	Undecided	3.00	Full-Time	60.0	5	4	1700	Laptop	300	1.0
98	Female	20	Sophomore	Economics/Finance	No	3.10	Part-Time	60.0	6	5	800	Laptop	1	5.0
99	Male	19	Freshman	Economics/Finance	Yes	3.80	Unemployed	65.0	7	5	900	Laptop	75	3.0
100	Male	24	Senior	Other	No	3.10	Part-Time	50.0	3	7	900	Desktop	100	20.0
101	Female	22	Junior	Management	Yes	3.20	Part-Time	50.0	4	6	860	Laptop	75	3.0
102	Male	20	Freshman	Marketing	No	2.70	Part-Time	45.0	7	5	640	Laptop	210	5.0
103	Male	21	Sophomore	Marketing	No	2.90	Part-Time	40.0	5	5	1100	Tablet	400	2.5
104	Male	23	Junior	Other	No	3.00	Part-Time	45.0	6	5	800	Laptop	210	10.0
105	Female	24	Senior	Other	No	3.20	Part-Time	45.0	8	4	690	Laptop	525	0.8
106	Female	18	Freshman	Management	No	2.00	Unemployed	45.0	5	4	750	Laptop	100	100.0
107	Male	26	Senior	Economics/Finance	No	2.90	Full-Time	55.0	4	4	850	Laptop	100	50.0
108	Female	19	Freshman	Undecided	Undecided	3.30	Unemployed	50.0	7	3	800	Tablet	750	20.0
109	Female	21	Sophomore	Undecided	Undecided	2.60	Part-Time	45.0	5	4	800	Laptop	500	50.0
110	Male	18	Freshman	Accounting	Undecided	3.60	Part-Time	65.0	8	5	900	Laptop	750	100.0
111	Female	21	Sophomore	Accounting	No	3.40	Part-Time	65.0	5	5	950	Tablet	200	75.0