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Add enhanced data center cluster map

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David Adams
2026-05-18 08:37:21 -07:00
parent a005b2eab0
commit aef9d99e18
5 changed files with 66795 additions and 0 deletions
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output/master_data_center_state_energy_context.csv Normal file
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state_code,current_data_center_count,map_latitude,map_longitude,im3_project_count,im3_projected_it_power_mw,im3_cooling_energy_demand_mwh,im3_cooling_water_demand_mgy,im3_cooling_water_consumption_mgy,im3_avg_weighted_siting_score,im3_avg_normalized_locational_cost,im3_avg_normalized_gravity_score,seds_latest_year,seds_series_count,seds_selected_total_value
VA,378,38.81180123513644,-77.48445358366453,76.0,2736.0,0.0,3307.495679999999,2645.9966960000033,0.16464524066748473,0.2366938493068311,0.09259663202813818,,,
TX,162,31.509920265059563,-97.62641372338256,49.0,1764.0,0.0,2132.4643200000023,1705.9715539999997,0.00350041121207623,0.00018486843693128847,0.00681595398722118,,,
CA,147,36.6743835566224,-121.03746691674534,21.0,756.0,0.0,913.91328,731.1306659999999,0.009498709102457833,0.00963112411543682,0.009366294089478828,,,
IL,61,41.83977411585855,-87.98518544988711,16.0,576.0,0.0,696.31488,557.051936,0.06235921050437614,0.06746532657235553,0.05725309443639674,,,
OR,145,45.4770347075944,-120.9390505417634,14.0,504.0,0.0,609.27552,487.4204439999999,0.016703061443370994,0.010005638753125727,0.023400484133616232,,,
AZ,69,33.35143139388246,-111.8599097648615,14.0,504.0,685908.0,293.75784,235.00628579999997,0.22894142277116208,0.2160051752565124,0.24187767028581172,,,
IA,65,41.44566071909779,-94.26149737259419,14.0,504.0,0.0,609.27552,487.4204439999999,0.09821083960768505,0.1497288191285527,0.0466928600868174,,,
GA,50,33.75917632869643,-84.34900369690746,14.0,504.0,0.0,609.27552,487.4204439999999,0.07573816651050262,0.08431831295122912,0.06715802006977611,,,
WA,93,47.40058038575267,-120.65389054931781,11.0,396.0,189216.0,391.67712,313.34171399999997,0.008602897054563028,0.012114925824482491,0.005090868284643536,,,
PA,17,40.51861689987747,-77.14067159955545,10.0,360.0,0.0,435.1968,348.15745999999996,0.025611264607888918,0.046432172534256695,0.00479035668152121,,,
NJ,62,40.63657863750276,-74.33774092959604,9.0,324.0,0.0,391.67712,313.34171399999997,0.07951105237280956,0.04415559548391192,0.11486650926170719,,,
NY,48,42.0986494544888,-75.86702411728405,9.0,324.0,0.0,391.67712,313.34171399999997,0.033844266542779576,0.015562967240912412,0.052125565844646754,,,
NE,26,41.19044423571503,-96.21083342167539,8.0,288.0,0.0,348.15744,278.525968,0.023213461680844788,0.00994173426451155,0.036485189097178045,,,
ND,3,46.6009985,-97.43026833333334,8.0,288.0,0.0,348.15744,278.525968,0.1754766419137694,0.2637904066656519,0.08716287716188698,,,
NV,41,37.52887284950246,-116.95999289168654,7.0,252.0,0.0,304.63776,243.71022199999996,0.09370158681927372,0.13838366134523744,0.049019512293309996,,,
NC,31,35.515951937711286,-80.45619313915424,6.0,216.0,0.0,261.11808,208.89447599999997,0.017336791819723883,0.02155215545264995,0.013121428186797816,,,
OH,103,40.11289672434338,-82.9632959538231,5.0,180.0,0.0,217.5984,174.07872999999998,0.028173405916738482,0.027854599205723286,0.02849221262775366,,,
UT,17,40.27992287878221,-111.9244948339973,5.0,180.0,0.0,217.5984,174.07872999999998,0.071711762460987,0.045980594538791664,0.09744293038318233,,,
WY,22,41.2694301778197,-104.88440403454051,4.0,144.0,283824.0,43.51968,34.815746,0.14755687340545556,0.21318301702746534,0.08193072978344579,,,
SC,13,33.14909429058469,-80.10080479843208,4.0,144.0,0.0,174.07872,139.262984,0.1016155103641099,0.06996685870746874,0.13326416202075103,,,
TN,32,36.04624181258759,-86.94623740179134,3.0,108.0,0.0,130.55904,104.447238,0.10169703586035657,0.18104455608133466,0.02234951563937843,,,
FL,29,27.411439250882815,-81.13143447486134,3.0,108.0,283824.0,0.0,0.0,0.08202502654847077,0.1294847364539594,0.0345653166429822,,,
CO,27,39.51836862226617,-104.85288139276082,3.0,108.0,141912.0,65.27952,52.223619,0.005559275742971499,0.0064795144918877,0.004639036994055333,,,
AL,12,34.30076806872618,-86.35712687934489,3.0,108.0,0.0,130.55904,104.447238,0.0009726334592856833,0.00014293747388154497,0.001802329444689833,,,
KY,5,37.94511731391368,-85.43993183815397,3.0,108.0,0.0,130.55904,104.447238,0.0698208727274249,0.023908323736558768,0.11573342171829104,,,
MO,17,39.117889133868196,-93.5372434088145,2.0,72.0,0.0,87.03936,69.631492,0.0382817539994971,0.047006409422381296,0.0295570985766129,,,
MA,12,42.37838745843559,-71.37421289245025,2.0,72.0,0.0,87.03936,69.631492,0.0727448359176194,0.0192291585456955,0.12626051328954324,,,
OK,11,35.77427623773164,-96.24089812456369,2.0,72.0,0.0,87.03936,69.631492,0.05236513716444575,0.0689640790147675,0.035766195314124,,,
MN,15,44.980069700569416,-93.17958896920497,1.0,36.0,0.0,43.51968,34.815746,0.1809237101049204,0.2082387823395508,0.1536086378702902,,,
MI,13,42.46082727383233,-83.57434337241001,1.0,36.0,0.0,43.51968,34.815746,0.0566642628531991,0.0423349445013257,0.0709935812050726,,,
MT,3,46.16069827338828,-109.23879441517472,1.0,36.0,0.0,43.51968,34.815746,0.1285720285331266,0.2250467365641875,0.0320973205020656,,,
NM,17,34.84316652063309,-106.64757455359201,,,,,,,,,,,
WI,17,43.21578182334325,-88.79371779090025,,,,,,,,,,,
MD,16,39.252795209689744,-76.78697385304773,,,,,,,,,,,
IN,10,40.603351555794575,-86.52645175699342,,,,,,,,,,,
KS,8,38.71977107866478,-95.84686174722735,,,,,,,,,,,
CT,7,41.257283034952174,-73.19770117764624,,,,,,,,,,,
MS,5,32.39151784524035,-90.32332510585482,,,,,,,,,,,
ID,4,43.267254168631325,-113.90666627597611,,,,,,,,,,,
NH,4,43.031734736446104,-71.04302199169723,,,,,,,,,,,
WV,3,38.77825380000001,-80.518261,,,,,,,,,,,
LA,3,30.956981986997324,-91.664033994836,,,,,,,,,,,
DC,2,38.89899305000002,-77.032767,,,,,,,,,,,
ME,2,43.77645494131252,-70.09226452273563,,,,,,,,,,,
PR,2,18.432131450000014,-66.08033840000002,,,,,,,,,,,
AR,2,35.002725817804865,-92.0928146845728,,,,,,,,,,,
SD,2,43.60344233895939,-96.80197609920154,,,,,,,,,,,
1 state_code current_data_center_count map_latitude map_longitude im3_project_count im3_projected_it_power_mw im3_cooling_energy_demand_mwh im3_cooling_water_demand_mgy im3_cooling_water_consumption_mgy im3_avg_weighted_siting_score im3_avg_normalized_locational_cost im3_avg_normalized_gravity_score seds_latest_year seds_series_count seds_selected_total_value
2 VA 378 38.81180123513644 -77.48445358366453 76.0 2736.0 0.0 3307.495679999999 2645.9966960000033 0.16464524066748473 0.2366938493068311 0.09259663202813818
3 TX 162 31.509920265059563 -97.62641372338256 49.0 1764.0 0.0 2132.4643200000023 1705.9715539999997 0.00350041121207623 0.00018486843693128847 0.00681595398722118
4 CA 147 36.6743835566224 -121.03746691674534 21.0 756.0 0.0 913.91328 731.1306659999999 0.009498709102457833 0.00963112411543682 0.009366294089478828
5 IL 61 41.83977411585855 -87.98518544988711 16.0 576.0 0.0 696.31488 557.051936 0.06235921050437614 0.06746532657235553 0.05725309443639674
6 OR 145 45.4770347075944 -120.9390505417634 14.0 504.0 0.0 609.27552 487.4204439999999 0.016703061443370994 0.010005638753125727 0.023400484133616232
7 AZ 69 33.35143139388246 -111.8599097648615 14.0 504.0 685908.0 293.75784 235.00628579999997 0.22894142277116208 0.2160051752565124 0.24187767028581172
8 IA 65 41.44566071909779 -94.26149737259419 14.0 504.0 0.0 609.27552 487.4204439999999 0.09821083960768505 0.1497288191285527 0.0466928600868174
9 GA 50 33.75917632869643 -84.34900369690746 14.0 504.0 0.0 609.27552 487.4204439999999 0.07573816651050262 0.08431831295122912 0.06715802006977611
10 WA 93 47.40058038575267 -120.65389054931781 11.0 396.0 189216.0 391.67712 313.34171399999997 0.008602897054563028 0.012114925824482491 0.005090868284643536
11 PA 17 40.51861689987747 -77.14067159955545 10.0 360.0 0.0 435.1968 348.15745999999996 0.025611264607888918 0.046432172534256695 0.00479035668152121
12 NJ 62 40.63657863750276 -74.33774092959604 9.0 324.0 0.0 391.67712 313.34171399999997 0.07951105237280956 0.04415559548391192 0.11486650926170719
13 NY 48 42.0986494544888 -75.86702411728405 9.0 324.0 0.0 391.67712 313.34171399999997 0.033844266542779576 0.015562967240912412 0.052125565844646754
14 NE 26 41.19044423571503 -96.21083342167539 8.0 288.0 0.0 348.15744 278.525968 0.023213461680844788 0.00994173426451155 0.036485189097178045
15 ND 3 46.6009985 -97.43026833333334 8.0 288.0 0.0 348.15744 278.525968 0.1754766419137694 0.2637904066656519 0.08716287716188698
16 NV 41 37.52887284950246 -116.95999289168654 7.0 252.0 0.0 304.63776 243.71022199999996 0.09370158681927372 0.13838366134523744 0.049019512293309996
17 NC 31 35.515951937711286 -80.45619313915424 6.0 216.0 0.0 261.11808 208.89447599999997 0.017336791819723883 0.02155215545264995 0.013121428186797816
18 OH 103 40.11289672434338 -82.9632959538231 5.0 180.0 0.0 217.5984 174.07872999999998 0.028173405916738482 0.027854599205723286 0.02849221262775366
19 UT 17 40.27992287878221 -111.9244948339973 5.0 180.0 0.0 217.5984 174.07872999999998 0.071711762460987 0.045980594538791664 0.09744293038318233
20 WY 22 41.2694301778197 -104.88440403454051 4.0 144.0 283824.0 43.51968 34.815746 0.14755687340545556 0.21318301702746534 0.08193072978344579
21 SC 13 33.14909429058469 -80.10080479843208 4.0 144.0 0.0 174.07872 139.262984 0.1016155103641099 0.06996685870746874 0.13326416202075103
22 TN 32 36.04624181258759 -86.94623740179134 3.0 108.0 0.0 130.55904 104.447238 0.10169703586035657 0.18104455608133466 0.02234951563937843
23 FL 29 27.411439250882815 -81.13143447486134 3.0 108.0 283824.0 0.0 0.0 0.08202502654847077 0.1294847364539594 0.0345653166429822
24 CO 27 39.51836862226617 -104.85288139276082 3.0 108.0 141912.0 65.27952 52.223619 0.005559275742971499 0.0064795144918877 0.004639036994055333
25 AL 12 34.30076806872618 -86.35712687934489 3.0 108.0 0.0 130.55904 104.447238 0.0009726334592856833 0.00014293747388154497 0.001802329444689833
26 KY 5 37.94511731391368 -85.43993183815397 3.0 108.0 0.0 130.55904 104.447238 0.0698208727274249 0.023908323736558768 0.11573342171829104
27 MO 17 39.117889133868196 -93.5372434088145 2.0 72.0 0.0 87.03936 69.631492 0.0382817539994971 0.047006409422381296 0.0295570985766129
28 MA 12 42.37838745843559 -71.37421289245025 2.0 72.0 0.0 87.03936 69.631492 0.0727448359176194 0.0192291585456955 0.12626051328954324
29 OK 11 35.77427623773164 -96.24089812456369 2.0 72.0 0.0 87.03936 69.631492 0.05236513716444575 0.0689640790147675 0.035766195314124
30 MN 15 44.980069700569416 -93.17958896920497 1.0 36.0 0.0 43.51968 34.815746 0.1809237101049204 0.2082387823395508 0.1536086378702902
31 MI 13 42.46082727383233 -83.57434337241001 1.0 36.0 0.0 43.51968 34.815746 0.0566642628531991 0.0423349445013257 0.0709935812050726
32 MT 3 46.16069827338828 -109.23879441517472 1.0 36.0 0.0 43.51968 34.815746 0.1285720285331266 0.2250467365641875 0.0320973205020656
33 NM 17 34.84316652063309 -106.64757455359201
34 WI 17 43.21578182334325 -88.79371779090025
35 MD 16 39.252795209689744 -76.78697385304773
36 IN 10 40.603351555794575 -86.52645175699342
37 KS 8 38.71977107866478 -95.84686174722735
38 CT 7 41.257283034952174 -73.19770117764624
39 MS 5 32.39151784524035 -90.32332510585482
40 ID 4 43.267254168631325 -113.90666627597611
41 NH 4 43.031734736446104 -71.04302199169723
42 WV 3 38.77825380000001 -80.518261
43 LA 3 30.956981986997324 -91.664033994836
44 DC 2 38.89899305000002 -77.032767
45 ME 2 43.77645494131252 -70.09226452273563
46 PR 2 18.432131450000014 -66.08033840000002
47 AR 2 35.002725817804865 -92.0928146845728
48 SD 2 43.60344233895939 -96.80197609920154