city	pop1993	rshctrs	ba	grad	patents	innov	probiz	patcap	ctrcap
"San Jose"	1524.2	91	32.6	12.0	10138	6	48	6.65	0.06
"Dallas"	2854.4	126	26.9	8.2	4557	12	4	1.60	0.04
"Hartford"	1163.5	62	26.0	10.3	1925	53	49	1.65	0.05
"Tampa"	2147.1	42	17.3	5.6	1285	41	39	0.60	0.02
"Houston"	3536.8	199	25.0	7.9	5765	30	11	1.63	0.06
"Buffalo"	1198.6	23	18.8	7.5	1498	48	54	1.25	0.02
"Seattle"	2171.5	153	29.5	8.8	3424	2	30	1.58	0.07
"Portland"	1637.4	72	23.3	7.6	1842	25	29	1.12	0.04
"Miami"	2018.8	108	18.8	7.6	1011	59	44	0.50	0.05
"Atlanta"	3198.0	205	26.1	8.1	2776	10	6	0.87	0.06
"Phoenix"	2379.6	121	21.4	6.9	3334	22	13	1.40	0.05
"San Diego"	2653.1	195	25.3	8.8	4590	15	57	1.73	0.07
"Indianapolis"	1439.3	69	20.2	7.4	1818	37	9	1.26	0.05
"West Palm Beach"	925.6	25	22.1	7.6	1460	50	34	1.58	0.03
"New York"	17033.2	788	25.4	10.5	7482	16	46	0.44	0.05
"San Antonio"	1389.5	56	19.3	6.8	517	54	8	0.37	0.04
"Cleveland"	2221.9	118	18.5	6.5	3871	51	33	1.74	0.05
"Rochester"	1085.7	77	22.9	8.7	7034	14	23	6.48	0.07
"Fort Worth"	1459.2	49	22.4	6.2	1174	39	19	0.80	0.03
"Orlando"	1337.2	33	20.4	6.1	957	26	15	0.72	0.02
"Norfolk"	1506.0	67	19.8	6.5	689	49	20	0.46	0.04
"Richmond"	905.5	41	23.8	7.7	940	44	36	1.04	0.05
"New Orleans"	1301.9	73	19.3	6.9	647	58	53	0.50	0.06
"Baltimore"	2445.3	225	23.1	9.2	2400	57	50	0.98	0.09
"Albany"	880.9	115	23.6	10.2	3086	31	37	3.50	0.13
"Los Angeles"	9141.5	515	22.3	7.8	9598	34	59	1.05	0.06
"Charlotte"	1235.5	25	19.6	5.2	953	19	1	0.77	0.02
"Sacramento"	1458.1	97	22.7	6.9	886	42	52	0.61	0.07
"Louisville"	971.9	53	17.2	6.7	639	55	38	0.66	0.05
"Kansas City"	1637.6	140	23.2	7.5	883	43	18	0.54	0.09
"Jacksonville"	961.4	20	18.6	5.6	323	45	17	0.34	0.02
"Grand Rapids"	979.8	26	17.8	5.6	1301	29	10	1.33	0.03
"Minneapolis"	2660.2	235	26.9	7.7	7513	18	56	2.82	0.09
"Milwaukee"	1468.8	106	21.3	6.5	2685	40	24	1.83	0.07
"Oklahoma City"	994.2	83	21.6	7.3	526	56	26	0.53	0.08
"Cincinnati"	1571.5	141	19.9	7.1	2353	35	25	1.50	0.09
"Oakland"	2161.3	283	29.9	10.8	4445	1	43	2.06	0.13
"Las Vegas"	1001.5	27	13.3	4.7	273	13	2	0.27	0.03
"Chicago"	7612.1	516	24.5	8.7	11793	20	27	1.55	0.07
"Greensboro"	1091.3	44	17.5	5.1	1147	38	21	1.05	0.04
"Fort Lauderdale"	1321.2	108	18.8	6.4	1395	32	7	1.06	0.08
"Salt Lake City"	1143.1	109	22.9	7.0	1398	17	12	1.22	0.10
"Austin"	918.1	174	30.7	10.3	2121	4	28	2.31	0.19
"Memphis"	1046.5	85	18.7	6.4	473	27	22	0.45	0.08
"Birmingham"	863.7	72	19.7	6.6	223	36	31	0.26	0.08
"Columbus"	1409.5	170	23.3	8.0	1524	5	14	1.08	0.12
"Dayton"	966.7	98	19.1	6.9	1958	52	47	2.03	0.10
"Pittsburgh"	2396.5	220	18.7	6.8	4367	21	41	1.82	0.09
"Honolulu"	872.9	115	24.6	7.9	250	60	60	0.29	0.13
"Saint Louis"	2534.6	136	17.7	3.8	2473	46	40	0.98	0.05
"Scranton"	642.6	22	13.6	5.1	256	47	42	0.40	0.03
"Nashville"	1037.7	117	21.4	7.1	417	24	5	0.40	0.11
"Detroit"	4315.9	361	17.1	6.4	8652	33	45	2.00	0.08
"San Francisco"	1634.1	345	34.9	12.8	4233	8	58	2.59	0.21
"Tulsa"	738.4	81	20.3	6.0	858	11	3	1.16	0.11
"Raleigh/Durham"	925.4	248	31.7	11.6	1745	7	16	1.89	0.27
"Philadelphia"	4981.1	469	22.6	8.3	8565	23	32	1.72	0.09
"Denver"	1728.2	302	29.1	9.4	2097	9	35	1.21	0.17
"Boston"	5033.7	650	28.8	11.2	9013	3	55	1.79	0.13
"Washington, D.C."	4418.6	2845	37.0	15.8	4370	28	51	0.99	0.64