course_id	prof_id	score	rank	ethnicity	gender	language	age	cls_perc_eval	cls_did_eval	cls_students	cls_level	cls_profs	cls_credits	bty_f1lower	bty_f1upper	bty_f2upper	bty_m1lower	bty_m1upper	bty_m2upper	bty_avg	pic_outfit	pic_color
1	1	4.7	tenure track	minority	female	english	36	55.81395	24	43	upper	single	multi credit	5	7	6	2	4	6	5	not formal	color
2	1	4.1	tenure track	minority	female	english	36	68.8	86	125	upper	single	multi credit	5	7	6	2	4	6	5	not formal	color
3	1	3.9	tenure track	minority	female	english	36	60.8	76	125	upper	single	multi credit	5	7	6	2	4	6	5	not formal	color
4	1	4.8	tenure track	minority	female	english	36	62.60163	77	123	upper	single	multi credit	5	7	6	2	4	6	5	not formal	color
5	2	4.6	tenured	not minority	male	english	59	85	17	20	upper	multiple	multi credit	4	4	2	2	3	3	3	not formal	color
6	2	4.3	tenured	not minority	male	english	59	87.5	35	40	upper	multiple	multi credit	4	4	2	2	3	3	3	not formal	color
7	2	2.8	tenured	not minority	male	english	59	88.63636	39	44	upper	multiple	multi credit	4	4	2	2	3	3	3	not formal	color
8	3	4.1	tenured	not minority	male	english	51	100	55	55	upper	single	multi credit	5	2	5	2	3	3	3.333	not formal	color
9	3	3.4	tenured	not minority	male	english	51	56.92308	111	195	upper	single	multi credit	5	2	5	2	3	3	3.333	not formal	color
10	4	4.5	tenured	not minority	female	english	40	86.95652	40	46	upper	single	multi credit	2	5	4	3	3	2	3.167	not formal	color
11	4	3.8	tenured	not minority	female	english	40	88.88889	24	27	upper	single	multi credit	2	5	4	3	3	2	3.167	not formal	color
12	4	4.5	tenured	not minority	female	english	40	96	24	25	upper	multiple	multi credit	2	5	4	3	3	2	3.167	not formal	color
13	4	4.6	tenured	not minority	female	english	40	85	17	20	upper	single	multi credit	2	5	4	3	3	2	3.167	not formal	color
14	4	3.9	tenured	not minority	female	english	40	56	14	25	upper	single	multi credit	2	5	4	3	3	2	3.167	not formal	color
15	4	3.9	tenured	not minority	female	english	40	88.09524	37	42	upper	single	multi credit	2	5	4	3	3	2	3.167	not formal	color
16	4	4.3	tenured	not minority	female	english	40	90	18	20	upper	multiple	multi credit	2	5	4	3	3	2	3.167	not formal	color
17	4	4.5	tenured	not minority	female	english	40	83.33334	15	18	upper	multiple	multi credit	2	5	4	3	3	2	3.167	not formal	color
18	5	4.8	tenure track	not minority	female	english	31	87.5	42	48	upper	multiple	multi credit	7	9	9	7	6	6	7.333	not formal	color
19	5	4.6	tenure track	not minority	female	english	31	90.90909	40	44	upper	multiple	multi credit	7	9	9	7	6	6	7.333	not formal	color
20	5	4.6	tenure track	not minority	female	english	31	79.16666	38	48	upper	multiple	multi credit	7	9	9	7	6	6	7.333	not formal	color
21	5	4.9	tenure track	not minority	female	english	31	88.88889	40	45	upper	multiple	multi credit	7	9	9	7	6	6	7.333	not formal	color
22	5	4.6	tenure track	not minority	female	english	31	88.13559	52	59	upper	multiple	multi credit	7	9	9	7	6	6	7.333	not formal	color
23	5	4.5	tenure track	not minority	female	english	31	56.32184	49	87	upper	single	multi credit	7	9	9	7	6	6	7.333	not formal	color
24	6	4.4	tenured	not minority	male	english	62	64.53901	182	282	upper	multiple	multi credit	6	6	5	5	5	6	5.5	formal	color
25	6	4.6	tenured	not minority	male	english	62	54.79452	160	292	upper	multiple	multi credit	6	6	5	5	5	6	5.5	formal	color
26	6	4.7	tenured	not minority	male	english	62	60.76923	79	130	upper	multiple	multi credit	6	6	5	5	5	6	5.5	formal	color
27	6	4.5	tenured	not minority	male	english	62	61.75439	176	285	upper	single	multi credit	6	6	5	5	5	6	5.5	formal	color
28	6	4.8	tenured	not minority	male	english	62	56.98529	155	272	upper	multiple	multi credit	6	6	5	5	5	6	5.5	formal	color
29	6	4.9	tenured	not minority	male	english	62	58.04196	166	286	upper	multiple	multi credit	6	6	5	5	5	6	5.5	formal	color
30	6	4.5	tenured	not minority	male	english	62	61.58941	186	302	upper	single	multi credit	6	6	5	5	5	6	5.5	formal	color
31	7	4.4	tenure track	not minority	female	english	33	80.48781	33	41	upper	single	multi credit	4	4	5	4	4	4	4.167	not formal	color
32	7	4.3	tenure track	not minority	female	english	33	85.29412	29	34	upper	single	multi credit	4	4	5	4	4	4	4.167	not formal	color
33	7	4.1	tenure track	not minority	female	english	33	90.2439	37	41	upper	single	multi credit	4	4	5	4	4	4	4.167	not formal	color
34	7	4.2	tenure track	not minority	female	english	33	70.7317	29	41	upper	single	multi credit	4	4	5	4	4	4	4.167	not formal	color
35	7	3.5	tenure track	not minority	female	english	33	82.35294	28	34	upper	single	multi credit	4	4	5	4	4	4	4.167	not formal	color
36	8	3.4	tenured	not minority	female	english	51	60.97561	25	41	upper	multiple	multi credit	4	6	6	2	3	3	4	not formal	color
37	8	4.5	tenured	not minority	female	english	51	95.45454	21	22	upper	multiple	multi credit	4	6	6	2	3	3	4	not formal	color
38	8	4.4	tenured	not minority	female	english	51	61.90476	13	21	upper	multiple	multi credit	4	6	6	2	3	3	4	not formal	color
39	8	4.4	tenured	not minority	female	english	51	94.11765	16	17	upper	multiple	multi credit	4	6	6	2	3	3	4	not formal	color
40	8	2.5	tenured	not minority	female	english	51	80	24	30	lower	multiple	multi credit	4	6	6	2	3	3	4	not formal	color
41	8	4.3	tenured	not minority	female	english	51	100	23	23	upper	multiple	multi credit	4	6	6	2	3	3	4	not formal	color
42	8	4.5	tenured	not minority	female	english	51	100	20	20	upper	multiple	multi credit	4	6	6	2	3	3	4	not formal	color
43	9	4.8	tenure track	not minority	female	english	33	80	48	60	upper	multiple	multi credit	3	7	5	5	3	5	4.667	not formal	color
44	9	4.8	tenure track	not minority	female	english	33	87.87878	29	33	upper	single	multi credit	3	7	5	5	3	5	4.667	not formal	color
45	9	4.4	tenure track	not minority	female	english	33	25	11	44	upper	multiple	multi credit	3	7	5	5	3	5	4.667	not formal	color
46	9	4.7	tenure track	not minority	female	english	33	59.18367	29	49	upper	single	multi credit	3	7	5	5	3	5	4.667	not formal	color
47	9	4.4	tenure track	not minority	female	english	33	86.20689	25	29	upper	single	multi credit	3	7	5	5	3	5	4.667	not formal	color
48	9	4.7	tenure track	not minority	female	english	33	87.5	42	48	upper	multiple	multi credit	3	7	5	5	3	5	4.667	not formal	color
49	9	4.5	tenure track	not minority	female	english	33	85	34	40	upper	multiple	multi credit	3	7	5	5	3	5	4.667	not formal	color
50	10	4	teaching	not minority	male	english	47	84.21053	16	19	upper	single	multi credit	5	7	6	3	6	6	5.5	not formal	color
51	10	4.3	teaching	not minority	male	english	47	75	12	16	upper	multiple	multi credit	5	7	6	3	6	6	5.5	not formal	color
52	10	4.4	teaching	not minority	male	english	47	93.33334	14	15	upper	single	multi credit	5	7	6	3	6	6	5.5	not formal	color
53	10	4.5	teaching	not minority	male	english	47	95.65218	22	23	upper	single	multi credit	5	7	6	3	6	6	5.5	not formal	color
54	10	5	teaching	not minority	male	english	47	90.90909	10	11	lower	multiple	multi credit	5	7	6	3	6	6	5.5	not formal	color
55	10	4.9	teaching	not minority	male	english	47	58.62069	17	29	lower	multiple	multi credit	5	7	6	3	6	6	5.5	not formal	color
56	10	4.6	teaching	not minority	male	english	47	76.19048	16	21	upper	multiple	multi credit	5	7	6	3	6	6	5.5	not formal	color
57	10	5	teaching	not minority	male	english	47	83.33334	15	18	lower	multiple	multi credit	5	7	6	3	6	6	5.5	not formal	color
58	10	4.7	teaching	not minority	male	english	47	84.21053	16	19	upper	single	multi credit	5	7	6	3	6	6	5.5	not formal	color
59	10	5	teaching	not minority	male	english	47	80	16	20	lower	multiple	multi credit	5	7	6	3	6	6	5.5	not formal	color
60	11	3.6	tenure track	minority	male	non-english	35	72	18	25	upper	single	multi credit	5	7	4	2	4	7	4.833	not formal	color
61	11	3.7	tenure track	minority	male	non-english	35	90.90909	30	33	upper	single	multi credit	5	7	4	2	4	7	4.833	not formal	color
62	11	4.3	tenure track	minority	male	non-english	35	95.83334	23	24	upper	single	multi credit	5	7	4	2	4	7	4.833	not formal	color
63	12	4.1	teaching	not minority	male	english	37	88.23529	30	34	upper	multiple	multi credit	4	5	5	3	5	4	4.333	not formal	color
64	12	4.2	teaching	not minority	male	english	37	61.90476	13	21	upper	single	multi credit	4	5	5	3	5	4	4.333	not formal	color
65	12	4.7	teaching	not minority	male	english	37	80	24	30	upper	multiple	multi credit	4	5	5	3	5	4	4.333	not formal	color
66	12	4.7	teaching	not minority	male	english	37	96	24	25	upper	multiple	multi credit	4	5	5	3	5	4	4.333	not formal	color
67	12	3.5	teaching	not minority	male	english	37	71.42857	25	35	upper	multiple	multi credit	4	5	5	3	5	4	4.333	not formal	color
68	13	4.1	tenured	not minority	male	english	42	70	28	40	upper	multiple	multi credit	4	7	5	4	4	5	4.833	not formal	color
69	13	4.2	tenured	not minority	male	english	42	60	18	30	upper	multiple	multi credit	4	7	5	4	4	5	4.833	not formal	color
70	13	4	tenured	not minority	male	english	42	66.66666	28	42	upper	multiple	multi credit	4	7	5	4	4	5	4.833	not formal	color
71	13	4	tenured	not minority	male	english	42	43.85965	25	57	upper	single	multi credit	4	7	5	4	4	5	4.833	not formal	color
72	13	3.9	tenured	not minority	male	english	42	70.17544	40	57	upper	single	multi credit	4	7	5	4	4	5	4.833	not formal	color
73	13	4.4	tenured	not minority	male	english	42	78.43137	40	51	upper	single	multi credit	4	7	5	4	4	5	4.833	not formal	color
74	13	3.8	tenured	not minority	male	english	42	60	18	30	upper	multiple	multi credit	4	7	5	4	4	5	4.833	not formal	color
75	14	3.5	tenured	not minority	male	non-english	49	83.33334	30	36	upper	multiple	multi credit	3	3	5	1	7	5	4	not formal	color
76	14	4.2	tenured	not minority	male	non-english	49	83.78378	31	37	upper	single	multi credit	3	3	5	1	7	5	4	not formal	color
77	14	3.5	tenured	not minority	male	non-english	49	51.72414	15	29	upper	multiple	multi credit	3	3	5	1	7	5	4	not formal	color
78	14	3.6	tenured	not minority	male	non-english	49	85.18519	23	27	upper	single	multi credit	3	3	5	1	7	5	4	not formal	color
79	15	2.9	tenure track	not minority	female	english	37	82.14286	23	28	upper	single	multi credit	6	7	7	5	4	4	5.5	not formal	color
80	15	3.3	tenure track	not minority	female	english	37	65.38461	34	52	upper	multiple	multi credit	6	7	7	5	4	4	5.5	not formal	color
81	15	3.3	tenure track	not minority	female	english	37	80.76923	21	26	upper	single	multi credit	6	7	7	5	4	4	5.5	not formal	color
82	15	3.2	tenure track	not minority	female	english	37	96.66666	29	30	upper	single	multi credit	6	7	7	5	4	4	5.5	not formal	color
83	16	4.6	tenured	not minority	male	english	45	69.69697	23	33	upper	single	multi credit	2	4	3	5	4	7	4.167	not formal	color
84	16	4.2	tenured	not minority	male	english	45	25.42373	45	177	lower	single	multi credit	2	4	3	5	4	7	4.167	not formal	color
85	16	4.3	tenured	not minority	male	english	45	45.22613	90	199	lower	single	multi credit	2	4	3	5	4	7	4.167	not formal	color
86	16	4.4	tenured	not minority	male	english	45	84.375	27	32	upper	single	multi credit	2	4	3	5	4	7	4.167	not formal	color
87	16	4.1	tenured	not minority	male	english	45	94.5946	35	37	upper	single	multi credit	2	4	3	5	4	7	4.167	not formal	color
88	16	4.6	tenured	not minority	male	english	45	74.53416	120	161	lower	single	multi credit	2	4	3	5	4	7	4.167	not formal	color
89	17	4.4	teaching	not minority	female	english	56	65.85366	27	41	upper	single	multi credit	3	4	1	2	2	3	2.5	not formal	color
90	17	4.8	teaching	not minority	female	english	56	88.63636	39	44	upper	single	multi credit	3	4	1	2	2	3	2.5	not formal	color
91	17	4.3	teaching	not minority	female	english	56	66.03773	35	53	upper	multiple	multi credit	3	4	1	2	2	3	2.5	not formal	color
92	17	3.6	teaching	not minority	female	english	56	69.38776	34	49	upper	multiple	multi credit	3	4	1	2	2	3	2.5	not formal	color
93	17	4.3	teaching	not minority	female	english	56	84.375	27	32	upper	single	multi credit	3	4	1	2	2	3	2.5	not formal	color
94	18	4	teaching	not minority	male	english	48	74.07407	100	135	lower	multiple	multi credit	3	5	6	4	4	4	4.333	not formal	color
95	18	4.2	teaching	not minority	male	english	48	60.60606	20	33	upper	multiple	multi credit	3	5	6	4	4	4	4.333	not formal	color
96	18	4.1	teaching	not minority	male	english	48	73.68421	14	19	upper	multiple	multi credit	3	5	6	4	4	4	4.333	not formal	color
97	18	4.1	teaching	not minority	male	english	48	58.55856	65	111	lower	multiple	multi credit	3	5	6	4	4	4	4.333	not formal	color
98	18	4.4	teaching	not minority	male	english	48	63.75839	95	149	lower	multiple	multi credit	3	5	6	4	4	4	4.333	not formal	color
99	18	4.3	teaching	not minority	male	english	48	66.66666	18	27	upper	multiple	multi credit	3	5	6	4	4	4	4.333	not formal	color
100	18	4.4	teaching	not minority	male	english	48	62.5	85	136	lower	multiple	multi credit	3	5	6	4	4	4	4.333	not formal	color
101	18	4.4	teaching	not minority	male	english	48	80.71429	113	140	lower	multiple	multi credit	3	5	6	4	4	4	4.333	not formal	color
102	19	4.9	tenured	not minority	female	english	46	80.64516	25	31	upper	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
103	19	5	tenured	not minority	female	english	46	93.33334	14	15	lower	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
104	19	4.4	tenured	not minority	female	english	46	79.31035	23	29	upper	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
105	19	4.8	tenured	not minority	female	english	46	92	23	25	upper	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
106	19	4.9	tenured	not minority	female	english	46	50	9	18	upper	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
107	19	4.3	tenured	not minority	female	english	46	66.66666	30	45	upper	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
108	19	5	tenured	not minority	female	english	46	100	15	15	lower	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
109	19	4.7	tenured	not minority	female	english	46	81.57895	31	38	upper	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
110	19	4.5	tenured	not minority	female	english	46	80	12	15	lower	multiple	multi credit	4	4	5	2	6	5	4.333	not formal	black&white
111	20	3.5	teaching	not minority	female	english	57	60.71429	17	28	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
112	20	3.9	teaching	not minority	female	english	57	43.47826	10	23	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
113	20	4	teaching	not minority	female	english	57	78.94736	15	19	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
114	20	4	teaching	not minority	female	english	57	30.43478	7	23	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
115	20	3.7	teaching	not minority	female	english	57	31.81818	7	22	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
116	20	3.4	teaching	not minority	female	english	57	70	14	20	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
117	20	3.3	teaching	not minority	female	english	57	42.10526	8	19	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
118	20	3.8	teaching	not minority	female	english	57	73.91304	17	23	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
119	20	3.9	teaching	not minority	female	english	57	45.45454	10	22	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
120	20	3.4	teaching	not minority	female	english	57	80	12	15	upper	multiple	multi credit	5	4	4	5	2	6	4.333	not formal	color
121	21	3.7	teaching	not minority	female	english	52	86.36364	19	22	upper	single	multi credit	6	6	4	2	4	7	4.833	not formal	color
122	21	4.1	teaching	not minority	female	english	52	87.09677	27	31	upper	multiple	multi credit	6	6	4	2	4	7	4.833	not formal	color
123	21	3.7	teaching	not minority	female	english	52	95.2381	20	21	upper	multiple	multi credit	6	6	4	2	4	7	4.833	not formal	color
124	21	3.5	teaching	not minority	female	english	52	86.11111	31	36	upper	multiple	multi credit	6	6	4	2	4	7	4.833	not formal	color
125	21	3.5	teaching	not minority	female	english	52	89.47369	17	19	upper	multiple	one credit	6	6	4	2	4	7	4.833	not formal	color
126	21	4.4	teaching	not minority	female	english	52	62.16216	23	37	upper	single	multi credit	6	6	4	2	4	7	4.833	not formal	color
127	22	3.4	tenure track	minority	female	non-english	29	73.07692	19	26	upper	single	multi credit	3	3	4	2	3	2	2.833	not formal	color
128	23	4.3	tenured	not minority	male	english	62	76.92308	30	39	upper	single	multi credit	4	3	4	1	2	4	3	not formal	color
129	23	3.7	tenured	not minority	male	english	62	51.08696	94	184	lower	single	multi credit	4	3	4	1	2	4	3	not formal	color
130	23	4.7	tenured	not minority	male	english	62	92	46	50	upper	single	multi credit	4	3	4	1	2	4	3	not formal	color
131	23	3.9	tenured	not minority	male	english	62	50.95541	80	157	lower	single	multi credit	4	3	4	1	2	4	3	not formal	color
132	23	3.6	tenured	not minority	male	english	62	37.19512	61	164	lower	single	multi credit	4	3	4	1	2	4	3	not formal	color
133	24	4.5	tenured	not minority	male	english	64	62.5	15	24	upper	multiple	multi credit	5	4	5	3	3	5	4.167	not formal	color
134	24	4.5	tenured	not minority	male	english	64	75	51	68	upper	multiple	multi credit	5	4	5	3	3	5	4.167	not formal	color
135	24	4.8	tenured	not minority	male	english	64	46.80851	22	47	upper	multiple	multi credit	5	4	5	3	3	5	4.167	not formal	color
136	24	4.8	tenured	not minority	male	english	64	71.42857	10	14	upper	multiple	multi credit	5	4	5	3	3	5	4.167	not formal	color
137	24	4.7	tenured	not minority	male	english	64	73.33334	11	15	upper	multiple	multi credit	5	4	5	3	3	5	4.167	not formal	color
138	24	4.5	tenured	not minority	male	english	64	62.5	15	24	upper	multiple	multi credit	5	4	5	3	3	5	4.167	not formal	color
139	24	4.3	tenured	not minority	male	english	64	53.84615	21	39	upper	multiple	multi credit	5	4	5	3	3	5	4.167	not formal	color
140	25	4.8	tenure track	not minority	female	english	34	76.92308	20	26	upper	multiple	multi credit	8	9	8	6	8	8	7.833	not formal	color
141	25	4.1	tenure track	not minority	female	english	34	82.5	33	40	upper	multiple	multi credit	8	9	8	6	8	8	7.833	not formal	color
142	26	4.4	tenured	not minority	male	english	58	52.83019	84	159	upper	single	multi credit	4	4	5	2	4	4	3.833	not formal	color
143	26	4.3	tenured	not minority	male	english	58	47.01987	71	151	upper	single	multi credit	4	4	5	2	4	4	3.833	not formal	color
144	26	3.6	tenured	not minority	male	english	58	76.59574	36	47	lower	single	multi credit	4	4	5	2	4	4	3.833	not formal	color
145	26	4.5	tenured	not minority	male	english	58	59.83607	73	122	upper	single	multi credit	4	4	5	2	4	4	3.833	not formal	color
146	26	4.3	tenured	not minority	male	english	58	68.88889	31	45	lower	single	multi credit	4	4	5	2	4	4	3.833	not formal	color
147	27	4.4	tenured	minority	male	non-english	52	81.25	13	16	upper	single	multi credit	4	5	7	5	4	4	4.833	formal	color
148	27	4.7	tenured	minority	male	non-english	52	100	23	23	upper	single	multi credit	4	5	7	5	4	4	4.833	formal	color
149	27	4.8	tenured	minority	male	non-english	52	75	12	16	upper	single	multi credit	4	5	7	5	4	4	4.833	formal	color
150	27	3.5	tenured	minority	male	non-english	52	83.33334	15	18	upper	single	multi credit	4	5	7	5	4	4	4.833	formal	color
151	27	3.8	tenured	minority	male	non-english	52	68.75	11	16	upper	single	multi credit	4	5	7	5	4	4	4.833	formal	color
152	27	3.6	tenured	minority	male	non-english	52	80	12	15	upper	single	multi credit	4	5	7	5	4	4	4.833	formal	color
153	27	4.2	tenured	minority	male	non-english	52	64.28571	18	28	upper	multiple	multi credit	4	5	7	5	4	4	4.833	formal	color
154	28	3.6	tenured	not minority	male	english	73	70.58823	12	17	upper	single	multi credit	1	3	6	2	1	5	3	formal	color
155	28	4.4	tenured	not minority	male	english	73	76.92308	10	13	upper	single	multi credit	1	3	6	2	1	5	3	formal	color
156	28	3.7	tenured	not minority	male	english	73	76.19048	16	21	upper	multiple	multi credit	1	3	6	2	1	5	3	formal	color
157	28	4.3	tenured	not minority	male	english	73	76.47059	13	17	upper	single	multi credit	1	3	6	2	1	5	3	formal	color
158	29	4.6	tenured	not minority	male	english	70	35.07463	47	134	upper	single	multi credit	5	3	2	3	3	2	3	formal	color
159	29	4.6	tenured	not minority	male	english	70	10.41667	5	48	upper	single	multi credit	5	3	2	3	3	2	3	formal	color
160	29	4.1	tenured	not minority	male	english	70	53.125	34	64	upper	single	multi credit	5	3	2	3	3	2	3	formal	color
161	29	3.6	tenured	not minority	male	english	70	34.78261	24	69	upper	single	multi credit	5	3	2	3	3	2	3	formal	color
162	30	2.3	tenure track	not minority	female	english	41	83.33334	10	12	upper	single	multi credit	3	6	7	4	4	7	5.167	not formal	color
163	31	4.3	teaching	not minority	male	english	63	65.11628	28	43	upper	single	multi credit	5	4	6	4	2	5	4.333	not formal	color
164	31	4.4	teaching	not minority	male	english	63	78.57143	11	14	upper	multiple	multi credit	5	4	6	4	2	5	4.333	not formal	color
165	31	3.6	teaching	not minority	male	english	63	66.66666	10	15	upper	single	multi credit	5	4	6	4	2	5	4.333	not formal	color
166	31	4.4	teaching	not minority	male	english	63	77.77778	14	18	upper	multiple	multi credit	5	4	6	4	2	5	4.333	not formal	color
167	31	3.9	teaching	not minority	male	english	63	75	12	16	upper	multiple	multi credit	5	4	6	4	2	5	4.333	not formal	color
168	31	3.8	teaching	not minority	male	english	63	80	8	10	upper	multiple	multi credit	5	4	6	4	2	5	4.333	not formal	color
169	31	3.4	teaching	not minority	male	english	63	48.93617	23	47	upper	multiple	multi credit	5	4	6	4	2	5	4.333	not formal	color
170	32	4.9	tenured	not minority	male	english	47	66.66666	10	15	upper	multiple	multi credit	1	4	3	2	3	3	2.667	not formal	color
171	32	4.1	tenured	not minority	male	english	47	71.42857	10	14	upper	multiple	multi credit	1	4	3	2	3	3	2.667	not formal	color
172	32	3.2	tenured	not minority	male	english	47	83.33334	10	12	upper	single	multi credit	1	4	3	2	3	3	2.667	not formal	color
173	33	4.2	tenured	not minority	male	english	39	34.95935	86	246	lower	multiple	multi credit	5	6	6	6	5	5	5.5	not formal	color
174	33	3.9	tenured	not minority	male	english	39	48.73418	154	316	lower	multiple	multi credit	5	6	6	6	5	5	5.5	not formal	color
175	33	4.9	tenured	not minority	male	english	39	80	12	15	upper	multiple	multi credit	5	6	6	6	5	5	5.5	not formal	color
176	33	4.7	tenured	not minority	male	english	39	93.33334	14	15	upper	multiple	multi credit	5	6	6	6	5	5	5.5	not formal	color
177	33	4.4	tenured	not minority	male	english	39	93.10345	27	29	upper	single	multi credit	5	6	6	6	5	5	5.5	not formal	color
178	34	4.2	tenure track	minority	female	english	47	100	21	21	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
179	34	4	tenure track	minority	female	english	47	100	8	8	upper	multiple	multi credit	2	6	6	3	5	4	4.333	not formal	color
180	34	4.4	tenure track	minority	female	english	47	100	16	16	lower	single	one credit	2	6	6	3	5	4	4.333	not formal	color
181	34	3.9	tenure track	minority	female	english	47	92.30769	24	26	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
182	34	4.4	tenure track	minority	female	english	47	70	7	10	upper	multiple	multi credit	2	6	6	3	5	4	4.333	not formal	color
183	34	3	tenure track	minority	female	english	47	96.15385	25	26	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
184	34	3.5	tenure track	minority	female	english	47	92.30769	24	26	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
185	34	2.8	tenure track	minority	female	english	47	92.30769	24	26	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
186	34	4.6	tenure track	minority	female	english	47	95.2381	20	21	lower	single	one credit	2	6	6	3	5	4	4.333	not formal	color
187	34	4.3	tenure track	minority	female	english	47	100	12	12	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
188	34	3.4	tenure track	minority	female	english	47	92.59259	25	27	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
189	34	3	tenure track	minority	female	english	47	96.2963	26	27	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
190	34	4.2	tenure track	minority	female	english	47	96	24	25	lower	single	multi credit	2	6	6	3	5	4	4.333	not formal	color
191	35	4.3	tenured	not minority	male	english	54	100	15	15	upper	single	multi credit	1	2	4	1	2	4	2.333	formal	color
192	35	4.1	tenured	not minority	male	english	54	66.66666	10	15	upper	single	multi credit	1	2	4	1	2	4	2.333	formal	color
193	35	4.6	tenured	not minority	male	english	54	94.11765	16	17	upper	single	multi credit	1	2	4	1	2	4	2.333	formal	color
194	36	3.9	tenured	minority	female	english	44	54.54546	30	55	upper	multiple	multi credit	6	8	8	5	7	5	6.5	not formal	color
195	36	3.5	tenured	minority	female	english	44	72.91666	35	48	upper	single	multi credit	6	8	8	5	7	5	6.5	not formal	color
196	36	4	tenured	minority	female	english	44	100	21	21	upper	multiple	multi credit	6	8	8	5	7	5	6.5	not formal	color
197	36	4	tenured	minority	female	english	44	89.74359	35	39	upper	multiple	multi credit	6	8	8	5	7	5	6.5	not formal	color
198	37	3.9	tenured	minority	male	english	47	74.07407	20	27	upper	single	multi credit	2	2	2	2	2	4	2.333	not formal	color
199	37	3.3	tenured	minority	male	english	47	64.28571	9	14	upper	single	multi credit	2	2	2	2	2	4	2.333	not formal	color
200	37	4	tenured	minority	male	english	47	80.76923	21	26	upper	single	multi credit	2	2	2	2	2	4	2.333	not formal	color
201	37	3.8	tenured	minority	male	english	47	81.25	13	16	upper	multiple	multi credit	2	2	2	2	2	4	2.333	not formal	color
202	37	4.2	tenured	minority	male	english	47	81.25	13	16	upper	multiple	multi credit	2	2	2	2	2	4	2.333	not formal	color
203	37	4	tenured	minority	male	english	47	92.30769	12	13	upper	multiple	multi credit	2	2	2	2	2	4	2.333	not formal	color
204	37	3.8	tenured	minority	male	english	47	100	14	14	upper	single	multi credit	2	2	2	2	2	4	2.333	not formal	color
205	37	3.3	tenured	minority	male	english	47	88.23529	15	17	upper	multiple	multi credit	2	2	2	2	2	4	2.333	not formal	color
206	23	4.1	tenured	not minority	male	english	62	92.30769	12	13	upper	multiple	multi credit	3	2	5	3	2	3	3	formal	color
207	23	4.7	tenured	not minority	male	english	62	86.66666	13	15	upper	single	multi credit	3	2	5	3	2	3	3	formal	color
208	23	4.4	tenured	not minority	male	english	62	70	7	10	upper	multiple	multi credit	3	2	5	3	2	3	3	formal	color
209	38	4.8	tenured	not minority	male	english	60	73.52941	25	34	upper	multiple	multi credit	4	4	6	2	2	4	3.667	not formal	color
210	38	4.8	tenured	not minority	male	english	60	75	12	16	upper	single	multi credit	4	4	6	2	2	4	3.667	not formal	color
211	38	4.6	tenured	not minority	male	english	60	78.57143	11	14	upper	single	multi credit	4	4	6	2	2	4	3.667	not formal	color
212	38	4.6	tenured	not minority	male	english	60	66.66666	8	12	upper	single	multi credit	4	4	6	2	2	4	3.667	not formal	color
213	38	4.8	tenured	not minority	male	english	60	61.53846	24	39	upper	single	multi credit	4	4	6	2	2	4	3.667	not formal	color
214	38	4.4	tenured	not minority	male	english	60	42.85714	15	35	upper	single	multi credit	4	4	6	2	2	4	3.667	not formal	color
215	38	4.7	tenured	not minority	male	english	60	68.88889	31	45	upper	multiple	multi credit	4	4	6	2	2	4	3.667	not formal	color
216	38	4.7	tenured	not minority	male	english	60	80	36	45	lower	multiple	multi credit	4	4	6	2	2	4	3.667	not formal	color
217	39	3.3	tenure track	not minority	male	english	37	88.23529	15	17	upper	single	multi credit	4	8	7	5	5	8	6.167	not formal	color
218	40	4.4	tenure track	not minority	male	english	42	92.85714	13	14	upper	multiple	multi credit	3	5	3	3	6	4	4	not formal	color
219	40	4.3	tenure track	not minority	male	english	42	100	14	14	upper	multiple	multi credit	3	5	3	3	6	4	4	not formal	color
220	40	4.9	tenure track	not minority	male	english	42	92.85714	13	14	upper	multiple	multi credit	3	5	3	3	6	4	4	not formal	color
221	40	4.4	tenure track	not minority	male	english	42	100	12	12	upper	multiple	multi credit	3	5	3	3	6	4	4	not formal	color
222	40	4.7	tenure track	not minority	male	english	42	86.66666	13	15	upper	multiple	multi credit	3	5	3	3	6	4	4	not formal	color
223	41	4.3	tenured	not minority	male	english	35	82.35294	42	51	upper	single	multi credit	4	7	2	6	4	6	4.833	not formal	color
224	41	4.8	tenured	not minority	male	english	35	91.30434	21	23	lower	multiple	multi credit	4	7	2	6	4	6	4.833	not formal	color
225	41	4.5	tenured	not minority	male	english	35	85.96491	49	57	upper	single	multi credit	4	7	2	6	4	6	4.833	not formal	color
226	41	4.7	tenured	not minority	male	english	35	88	44	50	lower	multiple	multi credit	4	7	2	6	4	6	4.833	not formal	color
227	42	3.3	teaching	not minority	female	english	39	91.66666	22	24	lower	single	multi credit	8	8	8	7	9	9	8.167	not formal	color
228	42	4.7	teaching	not minority	female	english	39	78.26087	18	23	upper	multiple	multi credit	8	8	8	7	9	9	8.167	not formal	color
229	42	4.6	teaching	not minority	female	english	39	86.95652	20	23	upper	multiple	multi credit	8	8	8	7	9	9	8.167	not formal	color
230	42	3.6	teaching	not minority	female	english	39	96.42857	27	28	lower	single	multi credit	8	8	8	7	9	9	8.167	not formal	color
231	43	4	tenured	not minority	male	english	49	62.22222	28	45	upper	single	multi credit	6	6	7	6	9	5	6.5	formal	color
232	43	4.1	tenured	not minority	male	english	49	64.28571	27	42	upper	single	multi credit	6	6	7	6	9	5	6.5	formal	color
233	43	4	tenured	not minority	male	english	49	85.96491	49	57	upper	single	multi credit	6	6	7	6	9	5	6.5	formal	color
234	44	4.5	tenured	not minority	male	english	61	81.48148	22	27	lower	single	multi credit	5	5	4	4	5	6	4.833	formal	color
235	44	4.6	tenured	not minority	male	english	61	81.57895	31	38	upper	multiple	multi credit	5	5	4	4	5	6	4.833	formal	color
236	44	4.8	tenured	not minority	male	english	61	86.36364	19	22	lower	single	multi credit	5	5	4	4	5	6	4.833	formal	color
237	44	4.6	tenured	not minority	male	english	61	62.7907	27	43	upper	multiple	multi credit	5	5	4	4	5	6	4.833	formal	color
238	45	4.9	tenure track	not minority	male	english	33	96.77419	30	31	upper	single	multi credit	7	8	7	6	7	7	7	formal	color
239	45	3.1	tenure track	not minority	male	english	33	92.30769	12	13	upper	single	multi credit	7	8	7	6	7	7	7	formal	color
240	45	3.7	tenure track	not minority	male	english	33	86.66666	13	15	upper	single	multi credit	7	8	7	6	7	7	7	formal	color
241	46	3.7	tenured	not minority	female	english	58	76.47059	26	34	upper	single	multi credit	3	6	7	2	4	6	4.667	formal	black&white
242	47	3.9	tenured	not minority	female	english	56	63.15789	12	19	upper	single	multi credit	2	4	4	4	3	6	3.833	formal	color
243	47	3.9	tenured	not minority	female	english	56	80	16	20	upper	single	multi credit	2	4	4	4	3	6	3.833	formal	color
244	47	3.2	tenured	not minority	female	english	56	73.91304	17	23	upper	single	multi credit	2	4	4	4	3	6	3.833	formal	color
245	48	4.4	teaching	not minority	female	english	50	81.48148	22	27	lower	single	multi credit	2	3	5	2	3	4	3.167	not formal	color
246	48	4.2	teaching	not minority	female	english	50	75	24	32	lower	single	one credit	2	3	5	2	3	4	3.167	not formal	color
247	48	4.7	teaching	not minority	female	english	50	66.66666	14	21	lower	single	one credit	2	3	5	2	3	4	3.167	not formal	color
248	48	3.9	teaching	not minority	female	english	50	95.83334	23	24	upper	multiple	multi credit	2	3	5	2	3	4	3.167	not formal	color
249	48	3.6	teaching	not minority	female	english	50	90.47619	19	21	upper	multiple	multi credit	2	3	5	2	3	4	3.167	not formal	color
250	48	3.4	teaching	not minority	female	english	50	64.28571	18	28	upper	multiple	multi credit	2	3	5	2	3	4	3.167	not formal	color
251	48	4.4	teaching	not minority	female	english	50	79.31035	23	29	upper	multiple	multi credit	2	3	5	2	3	4	3.167	not formal	color
252	49	4.4	tenured	not minority	male	english	52	85.07462	57	67	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
253	49	4.1	tenured	not minority	male	english	52	91.01124	81	89	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
254	49	3.6	tenured	not minority	male	english	52	90.2439	74	82	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
255	49	3.5	tenured	not minority	male	english	52	83.60656	102	122	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
256	49	4.1	tenured	not minority	male	english	52	71.75572	94	131	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
257	49	3.8	tenured	not minority	male	english	52	78.07018	89	114	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
258	49	4	tenured	not minority	male	english	52	89.26174	133	149	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
259	49	4.8	tenured	not minority	male	english	52	95.65218	22	23	upper	single	multi credit	4	3	5	2	2	3	3.167	not formal	color
260	49	4.2	tenured	not minority	male	english	52	79.59184	78	98	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
261	49	4.6	tenured	not minority	male	english	52	81.48148	22	27	upper	single	multi credit	4	3	5	2	2	3	3.167	not formal	color
262	49	4.3	tenured	not minority	male	english	52	90	27	30	upper	single	multi credit	4	3	5	2	2	3	3.167	not formal	color
263	49	4.8	tenured	not minority	male	english	52	90	27	30	upper	single	multi credit	4	3	5	2	2	3	3.167	not formal	color
264	49	3.8	tenured	not minority	male	english	52	86.95652	60	69	upper	multiple	multi credit	4	3	5	2	2	3	3.167	not formal	color
265	50	4.5	tenure track	not minority	female	english	33	66.66666	10	15	upper	multiple	multi credit	3	7	9	4	5	7	5.833	not formal	black&white
266	50	4.9	tenure track	not minority	female	english	33	100	10	10	upper	multiple	multi credit	3	7	9	4	5	7	5.833	not formal	black&white
267	50	4.9	tenure track	not minority	female	english	33	90.90909	10	11	upper	multiple	multi credit	3	7	9	4	5	7	5.833	not formal	black&white
268	50	4.8	tenure track	not minority	female	english	33	71.42857	10	14	upper	multiple	multi credit	3	7	9	4	5	7	5.833	not formal	black&white
269	50	4.7	tenure track	not minority	female	english	33	63.63636	7	11	upper	multiple	multi credit	3	7	9	4	5	7	5.833	not formal	black&white
270	50	4.6	tenure track	not minority	female	english	33	100	14	14	upper	multiple	multi credit	3	7	9	4	5	7	5.833	not formal	black&white
271	51	4.3	tenured	not minority	male	english	57	89.61039	69	77	upper	multiple	multi credit	5	6	6	5	7	5	5.667	not formal	black&white
272	51	4.4	tenured	not minority	male	english	57	87.80488	36	41	upper	single	multi credit	5	6	6	5	7	5	5.667	not formal	black&white
273	51	4.5	tenured	not minority	male	english	57	81.81818	72	88	upper	multiple	multi credit	5	6	6	5	7	5	5.667	not formal	black&white
274	51	4.2	tenured	not minority	male	english	57	80.76923	63	78	upper	multiple	multi credit	5	6	6	5	7	5	5.667	not formal	black&white
275	52	4.8	tenured	not minority	female	english	38	70.76923	46	65	upper	single	multi credit	6	8	9	4	5	7	6.5	formal	black&white
276	52	4.6	tenured	not minority	female	english	38	69.42675	109	157	lower	multiple	multi credit	6	8	9	4	5	7	6.5	formal	black&white
277	52	4.9	tenured	not minority	female	english	38	79.41177	54	68	upper	single	multi credit	6	8	9	4	5	7	6.5	formal	black&white
278	52	4.8	tenured	not minority	female	english	38	76.1194	51	67	upper	single	multi credit	6	8	9	4	5	7	6.5	formal	black&white
279	52	4.8	tenured	not minority	female	english	38	76.25	61	80	upper	single	multi credit	6	8	9	4	5	7	6.5	formal	black&white
280	52	4.6	tenured	not minority	female	english	38	74.45255	102	137	lower	multiple	multi credit	6	8	9	4	5	7	6.5	formal	black&white
281	52	4.7	tenured	not minority	female	english	38	84.05797	58	69	upper	multiple	multi credit	6	8	9	4	5	7	6.5	formal	black&white
282	53	4.1	tenure track	not minority	female	english	34	59.34066	54	91	lower	multiple	multi credit	2	1	4	1	1	1	1.667	not formal	color
283	53	3.8	tenure track	not minority	female	english	34	57.5	46	80	lower	multiple	multi credit	2	1	4	1	1	1	1.667	not formal	color
284	53	4	tenure track	not minority	female	english	34	58.88889	53	90	lower	multiple	multi credit	2	1	4	1	1	1	1.667	not formal	color
285	53	4.1	tenure track	not minority	female	english	34	55.88235	19	34	upper	multiple	multi credit	2	1	4	1	1	1	1.667	not formal	color
286	53	4	tenure track	not minority	female	english	34	56.16438	41	73	upper	multiple	multi credit	2	1	4	1	1	1	1.667	not formal	color
287	53	4.1	tenure track	not minority	female	english	34	56.81818	25	44	upper	multiple	multi credit	2	1	4	1	1	1	1.667	not formal	color
288	54	3.5	tenure track	not minority	male	english	34	66.66666	24	36	upper	multiple	multi credit	6	7	7	6	8	6	6.667	not formal	color
289	54	4.1	tenure track	not minority	male	english	34	80	16	20	upper	single	multi credit	6	7	7	6	8	6	6.667	not formal	color
290	54	3.6	tenure track	not minority	male	english	34	57.14286	20	35	lower	multiple	multi credit	6	7	7	6	8	6	6.667	not formal	color
291	55	4	tenure track	not minority	male	english	32	34.27419	85	248	lower	multiple	multi credit	3	7	3	3	3	3	3.667	formal	black&white
292	55	3.9	tenure track	not minority	male	english	32	41.07143	69	168	lower	multiple	multi credit	3	7	3	3	3	3	3.667	formal	black&white
293	55	3.8	tenure track	not minority	male	english	32	39.67611	98	247	lower	multiple	multi credit	3	7	3	3	3	3	3.667	formal	black&white
294	56	4.4	tenure track	not minority	male	english	32	90.90909	20	22	upper	single	multi credit	3	8	3	3	3	3	3.833	formal	black&white
295	56	4.7	tenure track	not minority	male	english	32	69.90292	72	103	upper	multiple	multi credit	3	8	3	3	3	3	3.833	formal	black&white
296	57	3.8	tenured	not minority	female	english	42	70.96774	44	62	lower	multiple	multi credit	5	5	8	6	8	5	6.167	not formal	color
297	57	4.1	tenured	not minority	female	english	42	62.19512	51	82	upper	multiple	multi credit	5	5	8	6	8	5	6.167	not formal	color
298	58	4.1	tenured	not minority	female	english	43	68.62745	35	51	lower	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
299	58	4.7	tenured	not minority	female	english	43	51.42857	18	35	upper	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
300	58	4.3	tenured	not minority	female	english	43	76.47059	26	34	lower	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
301	58	4.4	tenured	not minority	female	english	43	75.67567	28	37	lower	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
302	58	4.5	tenured	not minority	female	english	43	92.85714	13	14	lower	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
303	58	3.1	tenured	not minority	female	english	43	65.41354	174	266	lower	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
304	58	3.7	tenured	not minority	female	english	43	67.32284	171	254	lower	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
305	58	4.5	tenured	not minority	female	english	43	76.92308	10	13	upper	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
306	58	3	tenured	not minority	female	english	43	58.86525	166	282	lower	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
307	58	4.6	tenured	not minority	female	english	43	100	17	17	upper	multiple	multi credit	2	3	5	3	3	4	3.333	not formal	color
308	59	3.7	tenure track	not minority	male	non-english	35	57.89474	11	19	upper	single	multi credit	4	3	3	4	3	5	3.667	not formal	black&white
309	59	3.6	tenure track	not minority	male	non-english	35	52.38095	22	42	lower	multiple	multi credit	4	3	3	4	3	5	3.667	not formal	black&white
310	60	3.2	tenured	not minority	female	english	62	81.48148	22	27	upper	multiple	multi credit	1	5	5	1	4	5	3.5	not formal	color
311	60	3.3	tenured	not minority	female	english	62	56.25	9	16	upper	multiple	multi credit	1	5	5	1	4	5	3.5	not formal	color
312	60	2.9	tenured	not minority	female	english	62	73.68421	14	19	upper	multiple	multi credit	1	5	5	1	4	5	3.5	not formal	color
313	61	4.2	tenured	not minority	male	english	42	52.32558	45	86	upper	multiple	multi credit	3	1	6	1	1	4	2.667	not formal	color
314	62	4.5	tenured	not minority	male	english	39	75.86207	22	29	upper	multiple	multi credit	5	8	6	4	5	6	5.667	not formal	color
315	63	3.8	tenured	not minority	female	english	52	72.72727	64	88	upper	multiple	multi credit	5	7	7	3	8	6	6	formal	black&white
316	63	3.7	tenured	not minority	female	english	52	71.42857	70	98	upper	multiple	multi credit	5	7	7	3	8	6	6	formal	black&white
317	64	3.7	tenured	not minority	female	english	52	70.45454	31	44	upper	multiple	multi credit	6	7	9	5	6	6	6.5	not formal	black&white
318	64	4	tenured	not minority	female	english	52	75.38461	49	65	upper	multiple	multi credit	6	7	9	5	6	6	6.5	not formal	black&white
319	64	3.7	tenured	not minority	female	english	52	50.79365	32	63	upper	multiple	multi credit	6	7	9	5	6	6	6.5	not formal	black&white
320	65	4.5	teaching	not minority	female	english	52	78.66666	59	75	upper	multiple	multi credit	2	3	4	2	1	2	2.333	not formal	color
321	65	3.8	teaching	not minority	female	english	52	81.39535	35	43	upper	multiple	multi credit	2	3	4	2	1	2	2.333	not formal	color
322	65	3.9	teaching	not minority	female	english	52	73.75	59	80	upper	multiple	multi credit	2	3	4	2	1	2	2.333	not formal	color
323	65	4.6	teaching	not minority	female	english	52	86.53846	45	52	upper	multiple	multi credit	2	3	4	2	1	2	2.333	not formal	color
324	65	4.5	teaching	not minority	female	english	52	70.83334	34	48	upper	multiple	multi credit	2	3	4	2	1	2	2.333	not formal	color
325	65	4.2	teaching	not minority	female	english	52	75.75758	50	66	upper	multiple	multi credit	2	3	4	2	1	2	2.333	not formal	color
326	65	4	teaching	not minority	female	english	52	67	67	100	upper	multiple	multi credit	2	3	4	2	1	2	2.333	not formal	color
327	66	3.8	tenured	not minority	male	english	64	81.81818	9	11	upper	multiple	multi credit	2	3	3	2	1	3	2.333	not formal	color
328	66	3.5	tenured	not minority	male	english	64	50	8	16	upper	multiple	multi credit	2	3	3	2	1	3	2.333	not formal	color
329	66	2.7	tenured	not minority	male	english	64	81.81818	18	22	upper	multiple	multi credit	2	3	3	2	1	3	2.333	not formal	color
330	66	4	tenured	not minority	male	english	64	45.45454	5	11	upper	multiple	multi credit	2	3	3	2	1	3	2.333	not formal	color
331	66	4.6	tenured	not minority	male	english	64	50	5	10	upper	multiple	multi credit	2	3	3	2	1	3	2.333	not formal	color
332	66	3.9	tenured	not minority	male	english	64	100	16	16	upper	multiple	multi credit	2	3	3	2	1	3	2.333	not formal	color
333	67	4.5	tenured	not minority	male	english	50	93.75	15	16	upper	multiple	multi credit	6	7	9	6	8	7	7.167	not formal	color
334	67	3.7	tenured	not minority	male	english	50	90	9	10	upper	multiple	multi credit	6	7	9	6	8	7	7.167	not formal	color
335	68	2.4	tenured	not minority	male	english	60	71.875	23	32	upper	multiple	multi credit	1	1	2	2	2	2	1.667	not formal	color
336	68	3.1	tenured	not minority	male	english	60	70	7	10	upper	multiple	multi credit	1	1	2	2	2	2	1.667	not formal	color
337	68	2.5	tenured	not minority	male	english	60	62.5	10	16	upper	multiple	multi credit	1	1	2	2	2	2	1.667	not formal	color
338	69	3	tenured	not minority	female	english	51	70.14925	47	67	upper	multiple	multi credit	4	5	7	4	5	6	5.167	formal	color
339	70	4.5	tenure track	not minority	male	english	43	86.36364	19	22	lower	multiple	multi credit	3	4	4	2	4	4	3.5	not formal	color
340	70	4.8	tenure track	not minority	male	english	43	53.57143	15	28	lower	multiple	one credit	3	4	4	2	4	4	3.5	not formal	color
341	70	4.9	tenure track	not minority	male	english	43	60	18	30	lower	multiple	one credit	3	4	4	2	4	4	3.5	not formal	color
342	70	4.5	tenure track	not minority	male	english	43	73.33334	11	15	lower	multiple	multi credit	3	4	4	2	4	4	3.5	not formal	color
343	70	4.6	tenure track	not minority	male	english	43	76.92308	10	13	lower	multiple	multi credit	3	4	4	2	4	4	3.5	not formal	color
344	70	4.5	tenure track	not minority	male	english	43	94.44444	17	18	lower	multiple	one credit	3	4	4	2	4	4	3.5	not formal	color
345	70	4.9	tenure track	not minority	male	english	43	84.61539	22	26	lower	multiple	one credit	3	4	4	2	4	4	3.5	not formal	color
346	70	4.4	tenure track	not minority	male	english	43	60	18	30	lower	multiple	one credit	3	4	4	2	4	4	3.5	not formal	color
347	70	4.6	tenure track	not minority	male	english	43	100	14	14	lower	multiple	multi credit	3	4	4	2	4	4	3.5	not formal	color
348	71	4.6	teaching	minority	male	english	50	70.83334	17	24	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
349	71	5	teaching	minority	male	english	50	90.90909	20	22	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
350	71	4.9	teaching	minority	male	english	50	84	21	25	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
351	71	4.6	teaching	minority	male	english	50	88.46154	23	26	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
352	71	4.8	teaching	minority	male	english	50	86.36364	19	22	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
353	71	4.9	teaching	minority	male	english	50	76.92308	20	26	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
354	71	4.9	teaching	minority	male	english	50	85	17	20	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
355	71	4.9	teaching	minority	male	english	50	81.81818	18	22	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
356	71	5	teaching	minority	male	english	50	95.2381	20	21	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
357	71	4.5	teaching	minority	male	english	50	90.47619	19	21	lower	multiple	one credit	1	5	4	1	4	5	3.333	not formal	color
358	72	3.5	tenured	not minority	male	english	52	66.66666	46	69	upper	multiple	multi credit	7	6	6	5	5	6	5.833	not formal	color
359	72	3.8	tenured	not minority	male	english	52	70.76923	46	65	upper	multiple	multi credit	7	6	6	5	5	6	5.833	not formal	color
360	72	3.9	tenured	not minority	male	english	52	62.90322	39	62	upper	multiple	multi credit	7	6	6	5	5	6	5.833	not formal	color
361	72	3.9	tenured	not minority	male	english	52	50.74627	34	67	upper	multiple	multi credit	7	6	6	5	5	6	5.833	not formal	color
362	72	4.2	tenured	not minority	male	english	52	72.5	29	40	upper	multiple	multi credit	7	6	6	5	5	6	5.833	not formal	color
363	72	4.1	tenured	not minority	male	english	52	60	27	45	upper	multiple	multi credit	7	6	6	5	5	6	5.833	not formal	color
364	73	4.8	tenured	not minority	male	english	51	60.62718	348	574	lower	multiple	multi credit	6	7	8	6	6	4	6.167	formal	color
365	73	4.8	tenured	not minority	male	english	51	64.2487	372	579	lower	multiple	multi credit	6	7	8	6	6	4	6.167	formal	color
366	73	4.8	tenured	not minority	male	english	51	63.87337	343	537	lower	multiple	multi credit	6	7	8	6	6	4	6.167	formal	color
367	73	4.8	tenured	not minority	male	english	51	65.40447	380	581	lower	multiple	multi credit	6	7	8	6	6	4	6.167	formal	color
368	73	4.9	tenured	not minority	male	english	51	61.10057	322	527	lower	multiple	multi credit	6	7	8	6	6	4	6.167	formal	color
369	74	4.2	tenured	not minority	male	english	38	50.57471	44	87	lower	multiple	multi credit	3	4	4	2	3	4	3.333	not formal	color
370	74	4.5	tenured	not minority	male	english	38	78.57143	66	84	lower	multiple	multi credit	3	4	4	2	3	4	3.333	not formal	color
371	74	3.9	tenured	not minority	male	english	38	50.63291	40	79	lower	multiple	multi credit	3	4	4	2	3	4	3.333	not formal	color
372	74	4.4	tenured	not minority	male	english	38	65.21739	60	92	lower	multiple	multi credit	3	4	4	2	3	4	3.333	not formal	color
373	75	4	tenured	not minority	female	english	47	79.16666	19	24	lower	single	multi credit	5	7	6	3	6	4	5.167	formal	color
374	75	3.6	tenured	not minority	female	english	47	56.71642	38	67	lower	single	multi credit	5	7	6	3	6	4	5.167	formal	color
375	76	3.7	tenured	minority	female	english	43	45.63107	47	103	lower	multiple	multi credit	5	6	4	2	4	4	4.167	formal	color
376	76	2.7	tenured	minority	female	english	43	48.94737	93	190	lower	multiple	multi credit	5	6	4	2	4	4	4.167	formal	color
377	77	4.5	teaching	not minority	female	english	38	48.52941	33	68	lower	multiple	multi credit	3	4	2	1	3	2	2.5	not formal	color
378	77	4.4	teaching	not minority	female	english	38	60	36	60	lower	single	multi credit	3	4	2	1	3	2	2.5	not formal	color
379	77	3.9	teaching	not minority	female	english	38	45.3125	29	64	lower	single	multi credit	3	4	2	1	3	2	2.5	not formal	color
380	77	3.6	teaching	not minority	female	english	38	74.19355	23	31	lower	single	multi credit	3	4	2	1	3	2	2.5	not formal	color
381	77	4.4	teaching	not minority	female	english	38	58.06452	36	62	lower	multiple	multi credit	3	4	2	1	3	2	2.5	not formal	color
382	77	4.4	teaching	not minority	female	english	38	81.08108	30	37	lower	multiple	multi credit	3	4	2	1	3	2	2.5	not formal	color
383	78	4.7	tenured	not minority	male	english	43	76.92308	10	13	lower	multiple	multi credit	4	4	5	4	4	5	4.333	formal	color
384	78	4.5	tenured	not minority	male	english	43	61.53846	8	13	lower	multiple	multi credit	4	4	5	4	4	5	4.333	formal	color
385	78	4.1	tenured	not minority	male	english	43	80	12	15	upper	single	multi credit	4	4	5	4	4	5	4.333	formal	color
386	78	3.7	tenured	not minority	male	english	43	82.27848	65	79	upper	single	multi credit	4	4	5	4	4	5	4.333	formal	color
387	79	4.3	tenured	not minority	male	english	57	53.84615	7	13	upper	multiple	multi credit	3	4	3	2	3	3	3	not formal	color
388	79	3.5	tenured	not minority	male	english	57	54.08163	53	98	upper	multiple	multi credit	3	4	3	2	3	3	3	not formal	color
389	79	3.7	tenured	not minority	male	english	57	59.79382	58	97	upper	multiple	multi credit	3	4	3	2	3	3	3	not formal	color
390	80	4	tenured	not minority	female	english	51	81.81818	9	11	upper	multiple	multi credit	5	8	5	6	8	6	6.333	not formal	color
391	80	4	tenured	not minority	female	english	51	85.89744	67	78	upper	multiple	multi credit	5	8	5	6	8	6	6.333	not formal	color
392	80	3.1	tenured	not minority	female	english	51	64.28571	36	56	upper	multiple	multi credit	5	8	5	6	8	6	6.333	not formal	color
393	80	4.5	tenured	not minority	female	english	51	85	17	20	upper	multiple	multi credit	5	8	5	6	8	6	6.333	not formal	color
394	81	4.8	teaching	not minority	male	english	45	70.58823	12	17	lower	single	one credit	1	4	2	5	4	4	3.333	not formal	color
395	81	4.2	teaching	not minority	male	english	45	85	17	20	lower	multiple	one credit	1	4	2	5	4	4	3.333	not formal	color
396	81	4.9	teaching	not minority	male	english	45	68.42105	13	19	lower	multiple	multi credit	1	4	2	5	4	4	3.333	not formal	color
397	81	4.8	teaching	not minority	male	english	45	73.07692	19	26	lower	multiple	one credit	1	4	2	5	4	4	3.333	not formal	color
398	82	3.5	tenured	not minority	male	english	57	92.85714	13	14	lower	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
399	82	3.6	tenured	not minority	male	english	57	66.66666	12	18	lower	single	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
400	82	4.4	tenured	not minority	male	english	57	100	12	12	lower	single	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
401	82	3.4	tenured	not minority	male	english	57	84.21053	16	19	lower	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
402	82	3.9	tenured	not minority	male	english	57	75	12	16	lower	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
403	82	3.8	tenured	not minority	male	english	57	87.5	14	16	lower	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
404	82	4.8	tenured	not minority	male	english	57	91.66666	11	12	lower	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
405	82	4.6	tenured	not minority	male	english	57	88.23529	15	17	lower	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
406	82	5	tenured	not minority	male	english	57	40	6	15	upper	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
407	82	3.8	tenured	not minority	male	english	57	93.75	15	16	lower	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
408	82	4.2	tenured	not minority	male	english	57	70.58823	12	17	lower	multiple	multi credit	2	3	3	2	1	6	2.833	not formal	black&white
409	83	3.3	teaching	not minority	female	english	47	76.19048	16	21	lower	multiple	multi credit	8	6	6	4	9	7	6.667	not formal	black&white
410	83	4.7	teaching	not minority	female	english	47	88.23529	15	17	lower	multiple	one credit	8	6	6	4	9	7	6.667	not formal	black&white
411	83	4.6	teaching	not minority	female	english	47	100	10	10	lower	multiple	one credit	8	6	6	4	9	7	6.667	not formal	black&white
412	83	4.6	teaching	not minority	female	english	47	94.11765	16	17	lower	multiple	one credit	8	6	6	4	9	7	6.667	not formal	black&white
413	83	4	teaching	not minority	female	english	47	88.23529	15	17	lower	multiple	multi credit	8	6	6	4	9	7	6.667	not formal	black&white
414	84	4.2	tenured	minority	female	english	54	100	18	18	lower	single	multi credit	8	5	8	4	9	7	6.833	not formal	black&white
415	84	4.9	tenured	minority	female	english	54	93.75	15	16	lower	single	multi credit	8	5	8	4	9	7	6.833	not formal	black&white
416	84	4.5	tenured	minority	female	english	54	80.76923	21	26	lower	single	multi credit	8	5	8	4	9	7	6.833	not formal	black&white
417	84	4.8	tenured	minority	female	english	54	77.77778	14	18	lower	single	multi credit	8	5	8	4	9	7	6.833	not formal	black&white
418	84	3.8	tenured	minority	female	english	54	80	16	20	lower	single	multi credit	8	5	8	4	9	7	6.833	not formal	black&white
419	85	4.8	teaching	not minority	male	english	58	94.11765	16	17	lower	single	multi credit	8	8	9	6	8	8	7.833	not formal	black&white
420	85	5	teaching	not minority	male	english	58	100	21	21	lower	single	multi credit	8	8	9	6	8	8	7.833	not formal	black&white
421	85	5	teaching	not minority	male	english	58	85.71429	18	21	lower	single	multi credit	8	8	9	6	8	8	7.833	not formal	black&white
422	85	4.9	teaching	not minority	male	english	58	85	17	20	lower	single	multi credit	8	8	9	6	8	8	7.833	not formal	black&white
423	85	4.6	teaching	not minority	male	english	58	95	19	20	lower	single	multi credit	8	8	9	6	8	8	7.833	not formal	black&white
424	85	5	teaching	not minority	male	english	58	84.61539	11	13	lower	single	multi credit	8	8	9	6	8	8	7.833	not formal	black&white
425	85	4.8	teaching	not minority	male	english	58	87.5	14	16	lower	single	multi credit	8	8	9	6	8	8	7.833	not formal	black&white
426	85	4.9	teaching	not minority	male	english	58	94.11765	16	17	lower	multiple	multi credit	8	8	9	6	8	8	7.833	not formal	black&white
427	86	4.9	tenured	not minority	male	english	42	83.33334	15	18	lower	multiple	multi credit	8	7	10	6	8	8	7.833	not formal	black&white
428	86	3.9	tenured	not minority	male	english	42	91.66666	22	24	lower	multiple	multi credit	8	7	10	6	8	8	7.833	not formal	black&white
429	86	3.9	tenured	not minority	male	english	42	85	17	20	upper	multiple	multi credit	8	7	10	6	8	8	7.833	not formal	black&white
430	87	4.5	tenure track	not minority	male	english	33	70.83334	85	120	lower	multiple	multi credit	6	7	6	5	6	5	5.833	not formal	color
431	87	4.5	tenure track	not minority	male	english	33	43.22581	67	155	lower	multiple	multi credit	6	7	6	5	6	5	5.833	not formal	color
432	88	3.3	tenured	not minority	male	english	62	28.94737	11	38	lower	multiple	multi credit	1	1	1	4	1	4	2	not formal	color
433	88	3.1	tenured	not minority	male	english	62	40	28	70	lower	multiple	multi credit	1	1	1	4	1	4	2	not formal	color
434	88	2.8	tenured	not minority	male	english	62	40.9396	61	149	lower	multiple	multi credit	1	1	1	4	1	4	2	not formal	color
435	88	3.1	tenured	not minority	male	english	62	35.76642	49	137	lower	multiple	multi credit	1	1	1	4	1	4	2	not formal	color
436	88	4.2	tenured	not minority	male	english	62	44.82759	13	29	upper	multiple	multi credit	1	1	1	4	1	4	2	not formal	color
437	88	3.4	tenured	not minority	male	english	62	50.90909	28	55	lower	multiple	multi credit	1	1	1	4	1	4	2	not formal	color
438	88	3	tenured	not minority	male	english	62	49.26471	67	136	lower	multiple	multi credit	1	1	1	4	1	4	2	not formal	color
439	89	3.3	tenure track	minority	female	english	35	62.5	60	96	lower	multiple	multi credit	7	9	10	6	7	8	7.833	not formal	color
440	89	3.6	tenure track	minority	female	english	35	33.33333	20	60	lower	multiple	multi credit	7	9	10	6	7	8	7.833	not formal	color
441	89	3.7	tenure track	minority	female	english	35	39.81482	43	108	lower	multiple	multi credit	7	9	10	6	7	8	7.833	not formal	color
442	90	3.6	tenured	not minority	male	english	61	69.23077	27	39	lower	multiple	multi credit	3	2	7	1	3	4	3.333	not formal	color
443	90	4.3	tenured	not minority	male	english	61	86.66666	13	15	lower	multiple	multi credit	3	2	7	1	3	4	3.333	not formal	color
444	91	4.1	tenured	not minority	female	english	52	54.95496	61	111	lower	multiple	multi credit	4	8	5	3	4	3	4.5	not formal	color
445	91	4.9	tenured	not minority	female	english	52	82.35294	14	17	lower	multiple	multi credit	4	8	5	3	4	3	4.5	not formal	color
446	91	4.8	tenured	not minority	female	english	52	100	19	19	lower	multiple	multi credit	4	8	5	3	4	3	4.5	not formal	color
447	92	3.7	tenure track	not minority	female	non-english	60	85.18519	23	27	upper	multiple	multi credit	4	6	6	2	3	5	4.333	formal	black&white
448	92	3.9	tenure track	not minority	female	non-english	60	94.73684	18	19	upper	multiple	multi credit	4	6	6	2	3	5	4.333	formal	black&white
449	92	4.5	tenure track	not minority	female	non-english	60	84.61539	11	13	upper	multiple	multi credit	4	6	6	2	3	5	4.333	formal	black&white
450	92	3.6	tenure track	not minority	female	non-english	60	94.73684	18	19	upper	multiple	multi credit	4	6	6	2	3	5	4.333	formal	black&white
451	92	4.4	tenure track	not minority	female	non-english	60	50	11	22	upper	multiple	multi credit	4	6	6	2	3	5	4.333	formal	black&white
452	92	3.4	tenure track	not minority	female	non-english	60	35	7	20	upper	multiple	multi credit	4	6	6	2	3	5	4.333	formal	black&white
453	92	4.4	tenure track	not minority	female	non-english	60	88.88889	24	27	upper	multiple	multi credit	4	6	6	2	3	5	4.333	formal	black&white
454	93	4.5	tenure track	not minority	male	english	32	74.24242	98	132	lower	multiple	multi credit	6	6	9	7	8	5	6.833	not formal	color
455	93	4.5	tenure track	not minority	male	english	32	87.40157	111	127	lower	multiple	multi credit	6	6	9	7	8	5	6.833	not formal	color
456	93	4.5	tenure track	not minority	male	english	32	72.94118	62	85	upper	multiple	multi credit	6	6	9	7	8	5	6.833	not formal	color
457	93	4.6	tenure track	not minority	male	english	32	75.24753	76	101	lower	multiple	multi credit	6	6	9	7	8	5	6.833	not formal	color
458	93	4.1	tenure track	not minority	male	english	32	42.85714	9	21	lower	multiple	multi credit	6	6	9	7	8	5	6.833	not formal	color
459	93	4.5	tenure track	not minority	male	english	32	60.46511	52	86	upper	multiple	multi credit	6	6	9	7	8	5	6.833	not formal	color
460	94	3.5	tenure track	minority	female	non-english	42	57.14286	48	84	upper	multiple	multi credit	3	8	7	4	6	4	5.333	not formal	color
461	94	4.4	tenure track	minority	female	non-english	42	77.61194	52	67	upper	multiple	multi credit	3	8	7	4	6	4	5.333	not formal	color
462	94	4.4	tenure track	minority	female	non-english	42	81.81818	54	66	upper	multiple	multi credit	3	8	7	4	6	4	5.333	not formal	color
463	94	4.1	tenure track	minority	female	non-english	42	80	28	35	lower	multiple	one credit	3	8	7	4	6	4	5.333	not formal	color