Universities play a crucial role in shaping local economies by driving employment, fostering business growth, attracting investment, and enhancing the overall quality of life in their host communities. Their economic impact extends beyond direct spending to include long-term benefits such as workforce development, innovation, and cultural enrichment. Below, we explore the key ways in which a university influences a local economy.
- Direct Employment and Spending
A university is often one of the largest employers in a local area, providing jobs for faculty, administrative staff, maintenance workers, and other professionals. These employees spend their salaries on housing, groceries, transportation, and entertainment, injecting money into the local economy. Additionally, universities spend significant amounts on construction, utilities, and local services, further stimulating business activity.
Students also contribute to local spending. Many bring outside money into the community through tuition payments, federal aid, and personal expenditures on rent, food, and retail. A large student population can sustain businesses such as bookstores, coffee shops, restaurants, and housing providers.
- Business Development and Entrepreneurship
Universities often serve as hubs for innovation and entrepreneurship. Research institutions, business incubators, and technology transfer offices help commercialize academic research, leading to startup formation and industry partnerships. For example, Stanford University's role in Silicon Valley's growth demonstrates how academic institutions can spur regional economic development.
Local businesses benefit from university partnerships, including procurement contracts for supplies, catering, and maintenance services. Furthermore, universities attract conferences, sporting events, and cultural activities that generate tourism revenue for hotels, restaurants, and transportation services.
- Human Capital and Workforce Development
A well-educated workforce is essential for economic competitiveness. Universities produce graduates with specialized skills that attract high-paying industries, such as technology, healthcare, and finance. Many graduates remain in the area, filling critical roles in local businesses and government.
Universities also offer continuing education programs, professional certifications, and workforce training initiatives that help upskill local employees, making the regional labor market more adaptable to industry changes.
- Real Estate and Infrastructure Growth
The presence of a university can drive demand for housing, both from students and faculty. This often leads to the development of new apartments, condominiums, and mixed-use commercial spaces. Over time, universities contribute to urban revitalization by investing in campus expansions, public transit improvements, and community amenities like libraries and parks.
However, rapid growth can also lead to challenges, such as rising housing costs and gentrification, which may displace long-term residents. Local governments must balance economic expansion with policies that ensure affordable housing and equitable development.
- Cultural and Social Contributions
Beyond economics, universities enrich local culture through arts programs, public lectures, and athletic events. These activities improve residents' quality of life, making the area more attractive to businesses and skilled workers. A vibrant university town often sees increased property values and a more diverse, engaged community.
Conclusion
The economic impact of a university on a local economy is multifaceted, encompassing job creation, business growth, talent development, and infrastructure investment. While challenges such as affordability and displacement must be managed, the long-term benefits-including innovation, increased tax revenues, and a more dynamic workforce-make universities vital engines of regional prosperity. By fostering collaboration between academia, government, and industry, communities can maximize these advantages while ensuring inclusive growth.
|
Unitek College |
College of Alameda |
|
Academy of Art University |
|
Ohlone College |
|
San Jose City College |
|
Evergreen Valley College |
|
College of San Mateo |
|
University of San Francisco |
|
Cabrillo College |
|
Santa Clara University |
|
Skyline College |
|
Laney College |
|
Chabot College |
|
Foothill College |
|
California State University-East Bay |
|
Stanford University |
|
University of California-Santa Cruz |
|
San Francisco State University |
|
San Jose State University |
|
University of California-Berkeley |
|
Percent admitted - total Admissions yield - total
Full-time enrollment Part-time enrollment
Total enrollment % White % Black % Asian % Hispanic % Native Hawaiian or Other Pacific Islander % American Indian or Alaska Native % two or more races % Race/ethnicity unknown % U.S. Nonresident
Undergraduate enrollment % under 18 % 18-24 % 25-64 % over 65
Graduate enrollment
Student-to-faculty ratio
Tuition and fees, 2020-21 2021-22 2022-23 2023-24
Total price for In-district students living on campus 2023-24 In-state students living on campus 2023-24 Out-of-state students living on campus 2023-24
In-district students living off campus (no family) 2023-24 In-state students living off campus (no family) 2023-24 Out-of-state students living off campus (no family) 2023-24
In-district students living off campus (w/ family) 2023-24 In-state students living off campus (w/ family) 2023-24 Out-of-state students living off campus (w/ family) 2023-24
Associate's degree Bachelor's degree Master's degree Doctor's degree - research/scholarship Doctor's degree - professional practice Doctor's degree - other
Instructional FTE Research FTE Public Service FTE Librarians, Curators, and Archivists FTE Student/Academic Affairs and Other Education Services FTE Management FTE Business and Financial Operations FTE Computer, Engineering, and Science FTE Community Service, Legal, Arts, and Media FTE Healthcare FTE Service FTE Sales and Related FTE Office and Administrative Support FTE Natural Resources, Construction, and Maintenance FTE Production, Transportation, and Material Moving FTE Total FTE staff
|
12
45
41,572
4,127
45,699
22
3
31
19
0
0
6
3
17
33,078
2
93
5
0
12,621
18
14,312
14,226
14,395
14,850
45,053
45,053
75,830
40,317
40,317
71,094
32,021
32,021
62,798
0
9,216
4,022
840
405
0
2,298
1,629
45
273
178
731
2,022
1,277
1,434
116
988
1
826
315
94
12,227 |
80
16
26,223
9,839
36,062
16
3
34
29
0
0
5
4
8
27,111
3
82
15
0
8,951
18
7,852
7,852
7,899
7,992
32,310
32,310
44,190
33,271
33,271
45,151
13,233
13,233
25,113
0
6,860
3,226
20
19
0
1,240
0
0
44
39
94
464
184
344
32
185
0
141
84
30
2,881 |
96
10
18,716
5,192
23,908
16
6
23
37
1
0
6
6
5
20,756
4
78
18
0
3,152
16
7,006
7,304
7,524
7,424
30,456
30,456
42,336
34,146
34,146
46,026
13,842
13,842
25,722
0
5,360
1,089
25
4
0
1,066
8
0
43
27
80
565
172
252
18
160
0
53
76
38
2,558 |
63
10
19,120
644
19,764
31
2
23
27
0
0
8
2
6
17,812
3
93
4
0
1,952
22
14,025
14,070
14,240
14,560
40,306
40,306
71,083
38,836
38,836
69,613
31,056
31,056
61,833
0
4,518
363
226
0
0
882
408
0
56
62
299
514
463
462
40
464
4
374
129
84
4,241 |
4
81
17,212
1,234
18,446
25
6
22
13
0
0
7
3
25
8,054
2
96
2
0
10,392
6
56,169
56,169
58,416
62,484
87,833
87,833
87,833
NA
NA
NA
NA
NA
NA
0
1,573
2,512
799
270
0
4,414
961
0
333
102
1,551
4,376
3,512
687
37
808
0
1,637
408
0
18,826 |
97
8
9,874
3,459
13,333
16
9
21
37
1
0
5
4
8
10,562
1
61
38
0
2,771
17
6,890
6,995
6,995
7,055
28,516
28,516
40,396
36,286
36,286
48,166
12,535
12,535
24,415
0
3,298
1,083
8
0
0
512
0
0
23
25
41
202
80
185
9
83
0
116
26
14
1,316 |
NA
NA
2,645
10,286
12,931
27
3
25
32
1
0
6
2
3
12,931
12
48
39
1
0
22
1,563
1,565
1,565
1,565
NA
NA
NA
30,653
30,653
41,408
9,170
9,170
19,925
787
54
0
0
0
0
277
0
0
4
18
33
16
1
26
0
4
0
41
0
0
420 |
NA
NA
3,337
8,881
12,218
17
9
22
42
1
0
6
3
1
12,218
6
54
39
1
0
23
1,150
1,150
1,150
1,150
NA
NA
NA
31,246
31,246
38,782
7,594
7,594
15,130
1,476
NA
NA
NA
NA
NA
302
0
0
0
16
29
12
3
36
0
0
0
70
0
0
468 |
NA
NA
1,771
8,440
10,211
16
20
23
30
0
0
6
5
1
10,211
13
40
43
3
0
31
1,167
1,148
1,148
1,148
NA
NA
NA
31,734
31,734
39,270
9,668
9,668
17,204
614
NA
NA
NA
NA
NA
174
0
0
5
11
14
17
5
22
0
13
0
30
0
0
291 |
NA
NA
2,054
7,374
9,428
18
3
31
35
1
0
6
3
3
9,428
19
52
28
1
0
28
1,364
1,374
1,332
1,332
NA
NA
NA
40,504
40,504
50,556
8,568
8,568
18,620
810
9
0
0
0
0
203
0
0
5
10
15
8
0
13
0
2
0
100
0
0
356 |
44
19
8,070
1,270
9,340
33
3
20
18
0
0
7
2
16
6,249
0
99
1
0
3,091
10
52,998
55,860
57,534
59,241
83,142
83,142
83,142
85,803
85,803
85,803
65,400
65,400
65,400
0
1,483
1,027
6
248
0
771
7
0
35
136
276
109
114
122
11
72
0
139
23
6
1,821 |
NA
NA
2,023
7,251
9,274
38
1
3
50
0
0
6
1
1
9,274
9
56
32
4
0
17
1,270
1,262
1,262
1,270
NA
NA
NA
32,509
32,509
41,149
9,397
9,397
18,037
1,855
NA
NA
NA
NA
NA
293
0
0
3
24
68
36
14
20
1
37
0
97
0
0
593 |
51
9
7,297
1,915
9,212
24
7
22
22
0
0
8
5
12
5,729
3
91
6
0
3,483
12
52,482
53,472
55,532
58,222
81,426
81,426
81,426
82,362
82,362
82,362
63,724
63,724
63,724
0
1,295
1,534
29
134
0
677
5
0
37
1
334
116
89
75
1
59
0
224
34
0
1,652 |
NA
NA
2,072
7,136
9,208
25
3
22
35
2
0
7
3
4
9,208
12
55
30
2
0
25
1,434
1,374
1,376
1,332
NA
NA
NA
40,504
40,504
50,556
8,568
8,568
18,620
830
NA
NA
NA
NA
NA
220
0
0
4
12
14
9
0
6
0
2
0
101
0
0
368 |
NA
NA
2,121
6,868
8,989
10
3
37
43
0
1
3
3
1
8,989
9
56
33
2
0
27
1,364
1,366
1,366
1,366
NA
NA
NA
27,574
27,574
34,926
8,881
8,881
16,233
896
NA
NA
NA
NA
NA
194
0
0
1
17
21
7
6
8
0
27
0
57
0
0
338 |
NA
NA
1,679
6,721
8,400
11
5
22
52
1
0
4
3
1
8,400
11
49
39
1
0
23
1,362
1,366
1,366
1,366
NA
NA
NA
29,293
29,293
37,413
17,962
17,962
26,082
666
NA
NA
NA
NA
NA
216
0
0
1
18
27
5
5
12
0
28
0
53
0
0
365 |
NA
NA
2,970
5,405
8,375
13
3
45
25
1
0
5
5
4
8,375
13
58
28
1
0
26
1,196
1,196
1,202
1,202
NA
NA
NA
29,090
29,090
36,602
6,986
6,986
14,498
1,098
NA
NA
NA
NA
NA
212
0
0
2
2
45
21
14
23
0
25
0
55
0
0
399 |
NA
NA
3,219
3,101
6,320
26
11
7
17
0
0
5
12
20
4,191
1
55
45
0
2,129
15
24,664
25,424
26,728
28,024
55,579
55,579
55,579
52,821
52,821
52,821
32,571
32,571
32,571
93
559
611
0
0
0
283
0
0
1
151
128
72
32
107
0
40
3
56
3
26
902 |
NA
NA
674
5,159
5,833
16
19
23
30
0
0
7
3
1
5,833
10
48
40
2
0
35
1,167
1,148
1,148
1,148
NA
NA
NA
31,734
31,734
39,270
9,668
9,668
17,204
262
NA
NA
NA
NA
NA
87
0
0
2
7
12
12
3
6
0
9
0
8
0
0
146 |
NA
NA
5,191
0
5,191
10
6
26
27
2
1
1
28
0
5,191
0
35
65
0
0
23
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
340
118
0
0
0
0
227
0
0
1
57
42
0
0
0
5
0
0
43
0
0
375 |
Page 1 of 3
University of Silicon Valley |
Carrington College-San Leandro Campus |
|
Alder Graduate School of Education |
|
Lincoln University |
|
The Wright Institute |
|
Institute for Business and Technology |
|
Life Chiropractic College West |
|
Minerva University |
|
Carrington College-San Jose |
|
Menlo College |
|
Sofia University |
|
University of California College of the Law-San Francisco |
|
Palo Alto University |
|
California College of the Arts |
|
Reach University |
|
Samuel Merritt University |
|
California Institute of Integral Studies |
|
Golden Gate University |
|
Gurnick Academy of Medical Arts |
|
University of California-San Francisco |
|
Percent admitted - total Admissions yield - total
Full-time enrollment Part-time enrollment
Total enrollment % White % Black % Asian % Hispanic % Native Hawaiian or Other Pacific Islander % American Indian or Alaska Native % two or more races % Race/ethnicity unknown % U.S. Nonresident
Undergraduate enrollment % under 18 % 18-24 % 25-64 % over 65
Graduate enrollment
Student-to-faculty ratio
Tuition and fees, 2020-21 2021-22 2022-23 2023-24
Total price for In-district students living on campus 2023-24 In-state students living on campus 2023-24 Out-of-state students living on campus 2023-24
In-district students living off campus (no family) 2023-24 In-state students living off campus (no family) 2023-24 Out-of-state students living off campus (no family) 2023-24
In-district students living off campus (w/ family) 2023-24 In-state students living off campus (w/ family) 2023-24 Out-of-state students living off campus (w/ family) 2023-24
Associate's degree Bachelor's degree Master's degree Doctor's degree - research/scholarship Doctor's degree - professional practice Doctor's degree - other
Instructional FTE Research FTE Public Service FTE Librarians, Curators, and Archivists FTE Student/Academic Affairs and Other Education Services FTE Management FTE Business and Financial Operations FTE Computer, Engineering, and Science FTE Community Service, Legal, Arts, and Media FTE Healthcare FTE Service FTE Sales and Related FTE Office and Administrative Support FTE Natural Resources, Construction, and Maintenance FTE Production, Transportation, and Material Moving FTE Total FTE staff
|
NA
NA
3,126
0
3,126
26
7
32
16
0
0
6
3
10
0
NA
NA
NA
NA
3,126
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
329
154
461
0
3,468
2,105
0
29
35
723
1,861
2,113
849
692
625
9
1,811
109
155
14,584 |
NA
NA
2,861
0
2,861
16
8
29
34
2
1
6
4
0
2,844
0
25
75
0
17
16
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
505
97
0
0
0
0
190
0
0
0
79
81
5
4
0
0
1
0
57
0
0
417 |
NA
NA
1,486
776
2,262
20
10
29
10
1
1
0
19
10
575
0
21
79
0
1,687
10
NA
NA
NA
31,243
NA
NA
NA
50,763
50,763
50,763
37,563
37,563
37,563
4
166
483
10
108
0
111
0
0
9
50
69
12
11
2
0
9
0
35
0
0
308 |
NA
NA
1,636
411
2,047
42
5
5
10
0
0
5
31
2
57
0
19
81
0
1,990
17
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
44
327
45
3
22
100
0
0
6
61
38
6
15
10
0
0
0
24
1
0
261 |
NA
NA
1,355
539
1,894
23
9
31
23
0
0
10
2
0
741
0
18
82
0
1,153
7
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
511
271
0
151
0
226
4
0
7
50
38
13
16
1
2
2
0
51
0
0
410 |
99
71
1,158
200
1,358
55
26
2
10
1
1
2
3
0
1,226
0
8
91
0
132
37
NA
12,374
12,374
12,374
NA
NA
NA
33,544
33,544
33,544
17,074
17,074
17,074
0
11
7
0
0
0
7
0
0
0
0
20
15
0
14
0
0
0
6
0
0
62 |
73
7
1,238
95
1,333
19
4
14
14
0
0
5
5
39
1,012
0
89
10
0
321
7
51,137
52,312
54,706
57,946
84,409
84,409
84,409
85,363
85,363
85,363
64,675
64,675
64,675
0
279
185
0
0
0
187
0
3
5
4
63
23
14
36
0
19
0
45
6
24
429 |
NA
NA
953
270
1,223
46
4
12
19
0
0
6
4
9
19
0
16
84
0
1,204
12
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
22
227
91
0
0
59
2
8
3
8
16
12
7
3
3
0
5
8
1
0
135 |
NA
NA
1,163
53
1,216
42
3
21
19
0
0
5
3
5
0
NA
NA
NA
NA
1,216
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
32
0
339
0
103
21
0
11
36
22
28
15
35
1
2
0
26
1
4
305 |
NA
NA
839
198
1,037
17
2
78
0
0
0
1
2
0
7
0
0
100
0
1,030
11
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
3
370
7
2
0
39
0
0
1
17
14
3
2
0
0
0
0
1
0
0
77 |
68
9
818
22
840
16
4
7
32
2
1
11
4
24
831
2
93
5
0
9
12
45,860
47,425
49,090
51,070
72,369
72,369
72,369
76,920
76,920
76,920
57,336
57,336
57,336
0
182
0
0
0
0
66
0
0
2
37
7
6
5
50
0
0
0
2
9
0
184 |
NA
NA
680
0
680
9
3
12
67
1
0
0
6
1
680
0
58
42
0
0
15
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
154
NA
NA
NA
NA
NA
44
0
0
0
4
20
0
0
0
0
0
0
7
0
0
75 |
4
56
603
53
656
5
0
2
0
0
0
0
0
91
603
4
96
1
0
53
12
15,950
16,450
17,650
18,700
37,050
37,050
37,050
NA
NA
NA
NA
NA
NA
0
169
5
0
0
0
51
0
0
0
0
40
9
0
22
4
1
0
4
0
0
131 |
NA
NA
585
28
613
35
4
23
20
4
1
8
6
0
0
NA
NA
NA
NA
613
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
1
0
155
0
55
1
0
3
14
26
4
1
3
2
0
2
24
2
0
137 |
NA
NA
609
0
609
11
5
8
67
1
0
1
8
0
609
2
57
40
0
0
36
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
NA
NA
NA
NA
NA
16
0
0
0
12
5
1
0
0
0
0
0
2
0
0
36 |
NA
NA
511
0
511
57
5
13
15
0
0
5
0
5
0
NA
NA
NA
NA
511
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
137
0
0
60
40
0
0
2
15
5
1
1
0
0
0
0
5
0
0
69 |
NA
NA
472
2
474
4
24
1
3
0
0
0
0
67
223
0
83
17
0
251
16
11,390
11,920
11,920
11,420
NA
NA
NA
22,470
22,470
22,470
13,470
13,470
13,470
0
20
28
0
0
0
15
0
0
1
2
6
1
1
5
0
0
0
17
0
0
48 |
NA
NA
439
14
453
17
12
8
58
0
0
4
1
0
0
NA
NA
NA
NA
453
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
283
0
0
0
28
0
0
0
14
10
5
3
3
0
0
0
1
0
0
64 |
NA
NA
401
0
401
4
21
6
54
1
0
4
7
1
401
0
68
32
0
0
24
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
24
NA
NA
NA
NA
NA
17
0
0
0
2
13
0
0
0
0
3
0
2
0
0
37 |
51
35
294
98
392
26
9
18
27
0
1
11
7
1
378
0
73
27
0
14
13
21,784
21,784
22,480
22,480
46,272
46,272
46,272
46,370
46,370
46,370
28,234
28,234
28,234
0
81
7
0
0
0
28
0
0
1
3
16
5
3
5
0
2
13
2
0
0
78 |
Page 2 of 3
California Jazz Conservatory |
Institute of Buddhist Studies |
|
Church Divinity School of the Pacific |
|
Dominican School of Philosophy & Theology |
|
Starr King School for the Ministry |
|
Presidio Graduate School |
|
University of East-West Medicine |
|
Acupuncture and Integrative Medicine College-Berkeley |
|
Academy of Chinese Culture and Health Sciences |
|
Berkeley School of Theology |
|
Pacific School of Religion |
|
San Francisco Film School |
|
Graduate Theological Union |
|
Notre Dame de Namur University |
|
University of Silicon Andhra |
|
Five Branches University |
|
San Francisco Bay University |
|
Percent admitted - total Admissions yield - total
Full-time enrollment Part-time enrollment
Total enrollment % White % Black % Asian % Hispanic % Native Hawaiian or Other Pacific Islander % American Indian or Alaska Native % two or more races % Race/ethnicity unknown % U.S. Nonresident
Undergraduate enrollment % under 18 % 18-24 % 25-64 % over 65
Graduate enrollment
Student-to-faculty ratio
Tuition and fees, 2020-21 2021-22 2022-23 2023-24
Total price for In-district students living on campus 2023-24 In-state students living on campus 2023-24 Out-of-state students living on campus 2023-24
In-district students living off campus (no family) 2023-24 In-state students living off campus (no family) 2023-24 Out-of-state students living off campus (no family) 2023-24
In-district students living off campus (w/ family) 2023-24 In-state students living off campus (w/ family) 2023-24 Out-of-state students living off campus (w/ family) 2023-24
Associate's degree Bachelor's degree Master's degree Doctor's degree - research/scholarship Doctor's degree - professional practice Doctor's degree - other
Instructional FTE Research FTE Public Service FTE Librarians, Curators, and Archivists FTE Student/Academic Affairs and Other Education Services FTE Management FTE Business and Financial Operations FTE Computer, Engineering, and Science FTE Community Service, Legal, Arts, and Media FTE Healthcare FTE Service FTE Sales and Related FTE Office and Administrative Support FTE Natural Resources, Construction, and Maintenance FTE Production, Transportation, and Material Moving FTE Total FTE staff
|
69
26
325
3
328
2
16
65
1
0
0
0
10
5
62
0
85
15
0
266
6
8,720
8,720
8,775
8,775
22,135
22,135
22,135
24,985
24,985
24,985
13,085
13,085
13,085
0
2
55
0
0
0
12
0
0
1
25
7
5
6
1
0
0
0
1
2
0
60 |
NA
NA
179
110
289
29
1
47
4
0
0
1
0
16
0
NA
NA
NA
NA
289
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
47
0
147
0
18
0
0
0
1
5
3
0
2
1
0
0
12
0
0
42 |
95
86
7
242
249
0
0
60
0
0
0
0
0
40
87
58
26
15
0
162
12
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
12
0
0
0
14
0
0
0
0
1
6
0
0
0
0
0
2
0
0
23 |
NA
NA
85
152
237
37
6
9
29
1
1
3
8
6
14
0
21
79
0
223
6
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
7
60
0
0
0
29
0
0
1
3
24
12
4
10
0
3
0
9
1
0
96 |
NA
NA
124
54
178
29
6
12
1
1
0
3
25
23
0
NA
NA
NA
NA
178
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
14
13
0
0
12
0
0
11
0
18
0
1
0
0
1
0
3
0
0
46 |
NA
NA
119
22
141
14
10
2
5
0
1
1
67
0
141
1
4
94
2
0
8
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
13
NA
NA
NA
NA
NA
13
0
0
0
0
4
1
0
0
0
0
2
4
0
0
24 |
NA
NA
41
87
128
49
22
5
2
9
0
6
2
4
0
NA
NA
NA
NA
128
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
11
0
0
6
9
0
3
1
5
10
1
0
4
0
3
1
2
0
0
39 |
63
59
20
106
126
11
54
7
13
3
0
3
0
8
28
0
0
100
0
98
12
2,400
2,784
2,896
2,896
21,512
21,512
21,512
27,668
27,668
27,668
4,396
4,396
4,396
0
0
8
0
0
1
12
0
0
0
2
2
3
0
0
0
0
0
2
3
0
24 |
NA
NA
92
30
122
35
2
44
9
1
4
2
2
1
0
NA
NA
NA
NA
122
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
21
4
0
0
8
0
1
0
3
5
1
0
0
0
0
0
2
1
0
21 |
NA
NA
66
53
119
76
3
19
0
1
0
0
0
1
0
NA
NA
NA
NA
119
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
23
0
23
0
9
0
0
0
3
8
0
0
0
0
1
0
2
0
0
23 |
NA
NA
73
37
110
7
0
83
1
0
0
0
0
9
0
NA
NA
NA
NA
110
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
20
0
0
0
8
0
0
0
4
3
1
0
0
0
0
0
1
0
0
17 |
NA
NA
77
26
103
65
4
8
5
0
0
6
11
2
0
NA
NA
NA
NA
103
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
47
0
0
0
6
0
0
0
2
4
1
1
0
0
0
0
2
0
0
16 |
NA
NA
31
42
73
78
14
1
5
0
0
1
0
0
0
NA
NA
NA
NA
73
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
20
0
0
0
22
0
0
0
0
4
2
0
0
0
1
0
10
1
0
40 |
NA
NA
43
23
66
45
0
21
20
0
0
2
0
12
0
NA
NA
NA
NA
66
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
8
0
0
0
13
0
0
0
2
2
0
0
0
0
0
0
2
0
0
19 |
NA
NA
13
41
54
80
4
4
2
0
0
7
0
4
0
NA
NA
NA
NA
54
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
10
0
0
0
9
0
0
0
2
2
3
0
2
0
0
0
2
1
0
21 |
NA
NA
3
47
50
48
2
26
6
0
0
4
14
0
0
NA
NA
NA
NA
50
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
NA
0
0
3
0
0
0
4
0
0
1
2
2
2
0
0
0
0
0
1
0
0
12 |
100
100
14
6
20
50
0
0
45
0
0
5
0
0
20
0
45
50
5
0
4
21,100
21,900
22,800
23,700
NA
NA
NA
48,497
48,497
48,497
28,247
28,247
28,247
0
3
0
0
0
0
7
0
6
0
3
3
0
0
1
0
0
1
3
1
0
25 |
Page 3 of 3
Sources: STI: PopStats and STI: Colossus
|