521 implement mmsa cge ml

CHANGELOG.md

@@ -11,6 +11,9 @@ and this project adheres to [Semantic Versioning](http://semver.org/).
 - Documentation container tagging error by github action [#631](https://github.com/IN-CORE/pyincore/issues/631)
 - Updated rasterio dependency to the latest to fetch correct GDAL version [#636](https://github.com/IN-CORE/pyincore/issues/636)
 
+### Added
+- - Add MMSA Shelby County CGE ML analysis [#521](https://github.com/IN-CORE/pyincore/issues/521)
+
 
 ## [1.20.1] - 2024-11-01
 

pyincore/analyses/mmsacge/DS_base_val.csv

@@ -0,0 +1,49 @@
+,sector,0
+0,GOODSA,1913.4476546943565
+1,TRADEA,2377.2730168424077
+2,OTHERA,14993.909068068418
+3,GOODSB,472.36596182732677
+4,TRADEB,1419.8708074135996
+5,OTHERB,3640.975070576724
+6,GOODSC,507.14967045368235
+7,TRADEC,1279.2568588582074
+8,OTHERC,1738.6215492049657
+9,GOODSD,798.8633868071415
+10,TRADED,996.0271700616491
+11,OTHERD,968.7850688286508
+12,GOODSE,470.16012683865495
+13,TRADEE,900.4847067636807
+14,OTHERE,2002.7617747250802
+15,GOODSF,748.0076150103974
+16,TRADEF,1364.1188305669234
+17,OTHERF,2922.2048211971482
+18,GOODSG,1229.983425963827
+19,TRADEG,1715.543768911129
+20,OTHERG,6303.010197571666
+21,GOODSH,3052.905376487562
+22,TRADEH,7886.419665307799
+23,OTHERH,2280.5761784552656
+24,HS1A,154.17727765
+25,HS2A,135.84211603
+26,HS3A,193.64678897
+27,HS1B,139.62388575
+28,HS2B,157.60436175
+29,HS3B,152.69792323000001
+30,HS1C,115.14916619
+31,HS2C,85.60219853000001
+32,HS3C,120.75010099
+33,HS1D,68.63761722699999
+34,HS2D,204.31382829
+35,HS3D,96.96587223099999
+36,HS1E,78.383423278
+37,HS2E,239.9963594
+38,HS3E,111.066031871
+39,HS1F,77.473526303
+40,HS2F,357.12474080000004
+41,HS3F,127.15930483
+42,HS1G,105.797119117
+43,HS2G,121.83272935
+44,HS3G,166.898857
+45,HS1H,136.61479686
+46,HS2H,59.96679308
+47,HS3H,107.105009295

pyincore/analyses/mmsacge/FD_base_val.csv

@@ -0,0 +1,73 @@
+,labor,0
+0,GOODSA_L1,1367
+1,GOODSA_L2,4481
+2,GOODSA_L3,6492
+3,TRADEA_L1,1856
+4,TRADEA_L2,3525
+5,TRADEA_L3,4531
+6,OTHERA_L1,14075
+7,OTHERA_L2,29827
+8,OTHERA_L3,45169
+9,GOODSB_L1,624
+10,GOODSB_L2,1244
+11,GOODSB_L3,1715
+12,TRADEB_L1,3970
+13,TRADEB_L2,3722
+14,TRADEB_L3,2754
+15,OTHERB_L1,8579
+16,OTHERB_L2,10222
+17,OTHERB_L3,8297
+18,GOODSC_L1,756
+19,GOODSC_L2,1865
+20,GOODSC_L3,1964
+21,TRADEC_L1,2250
+22,TRADEC_L2,3192
+23,TRADEC_L3,3070
+24,OTHERC_L1,4682
+25,OTHERC_L2,6393
+26,OTHERC_L3,3676
+27,GOODSD_L1,629
+28,GOODSD_L2,1896
+29,GOODSD_L3,3579
+30,TRADED_L1,2689
+31,TRADED_L2,3341
+32,TRADED_L3,2731
+33,OTHERD_L1,3343
+34,OTHERD_L2,4126
+35,OTHERD_L3,1962
+36,GOODSE_L1,582
+37,GOODSE_L2,1335
+38,GOODSE_L3,2058
+39,TRADEE_L1,1248
+40,TRADEE_L2,2349
+41,TRADEE_L3,2946
+42,OTHERE_L1,4378
+43,OTHERE_L2,6297
+44,OTHERE_L3,4443
+45,GOODSF_L1,557
+46,GOODSF_L2,1846
+47,GOODSF_L3,3031
+48,TRADEF_L1,3338
+49,TRADEF_L2,4602
+50,TRADEF_L3,4356
+51,OTHERF_L1,5304
+52,OTHERF_L2,6641
+53,OTHERF_L3,8270
+54,GOODSG_L1,678
+55,GOODSG_L2,2017
+56,GOODSG_L3,5545
+57,TRADEG_L1,2433
+58,TRADEG_L2,3724
+59,TRADEG_L3,4871
+60,OTHERG_L1,9984
+61,OTHERG_L2,15092
+62,OTHERG_L3,15345
+63,GOODSH_L1,2177
+64,GOODSH_L2,7934
+65,GOODSH_L3,12982
+66,TRADEH_L1,7879
+67,TRADEH_L2,21496
+68,TRADEH_L3,26117
+69,OTHERH_L1,9193
+70,OTHERH_L2,9885
+71,OTHERH_L3,4305

pyincore/analyses/mmsacge/GI_base_val.csv

@@ -0,0 +1,41 @@
+,household,0
+0,HH1A,105.55051750568757
+1,HH2A,372.38883654930714
+2,HH3A,623.8790313424828
+3,HH4A,664.955385757948
+4,HH5A,1110.5839862890532
+5,HH1B,75.65232571741798
+6,HH2B,308.55263652324453
+7,HH3B,596.0453173809306
+8,HH4B,698.9963336780165
+9,HH5B,1057.2052836638131
+10,HH1C,29.33988969682687
+11,HH2C,237.04809792300802
+12,HH3C,647.5163997026365
+13,HH4C,543.8732495047409
+14,HH5C,386.5727045849963
+15,HH1D,12.180549496986718
+16,HH2D,129.9734407085609
+17,HH3D,482.41517672279247
+18,HH4D,954.4339111193711
+19,HH5D,1115.9848972706463
+20,HH1E,20.824716448949378
+21,HH2E,199.32182535080045
+22,HH3E,591.9967888945642
+23,HH4E,1142.0355779707218
+24,HH5E,1383.9627417811912
+25,HH1F,4.650580512949763
+26,HH2F,86.7329645321991
+27,HH3F,619.3264235199917
+28,HH4F,1133.4912155905454
+29,HH5F,3253.760096880674
+30,HH1G,46.07630315923714
+31,HH2G,357.78219673258707
+32,HH3G,650.6986397138792
+33,HH4G,612.9827305062189
+34,HH5G,568.2212310412953
+35,HH1H,53.723713162114905
+36,HH2H,229.36087516276586
+37,HH3H,604.0565290414027
+38,HH4H,394.0171232813275
+39,HH5H,239.9655729679046

pyincore/analyses/mmsacge/HH_base_val.csv

@@ -0,0 +1,41 @@
+,household,0
+0,HH1A,20516
+1,HH2A,16217
+2,HH3A,12213
+3,HH4A,6149
+4,HH5A,4539
+5,HH1B,11354
+6,HH2B,14818
+7,HH3B,11908
+8,HH4B,7739
+9,HH5B,4868
+10,HH1C,8510
+11,HH2C,11311
+12,HH3C,12714
+13,HH4C,5648
+14,HH5C,2076
+15,HH1D,2535
+16,HH2D,5883
+17,HH3D,9828
+18,HH4D,10204
+19,HH5D,6768
+20,HH1E,1304
+21,HH2E,8294
+22,HH3E,10882
+23,HH4E,11756
+24,HH5E,7584
+25,HH1F,1714
+26,HH2F,4723
+27,HH3F,12327
+28,HH4F,11077
+29,HH5F,14598
+30,HH1G,5641
+31,HH2G,14871
+32,HH3G,11876
+33,HH4G,5818
+34,HH5G,2459
+35,HH1H,8729
+36,HH2H,10690
+37,HH3H,10324
+38,HH4H,4131
+39,HH5H,1357

pyincore/analyses/mmsacge/__init__.py

@@ -0,0 +1,7 @@
+# Copyright (c) 2019 University of Illinois and others. All rights reserved.
+#
+# This program and the accompanying materials are made available under the
+# terms of the Mozilla Public License v2.0 which accompanies this distribution,
+# and is available at https://www.mozilla.org/en-US/MPL/2.0/
+
+from pyincore.analyses.mmsacge.mmsacge import MMSACGE

pyincore/analyses/mmsacge/baseKAP.csv

@@ -0,0 +1,49 @@
+,sector,baseKAP
+0,GoodsA,2938.31635455936
+1,TradeA,5938.38180543304
+2,OtherA,6249.42725891704
+3,GoodsB,495.109947875138
+4,TradeB,2742.73191153162
+5,OtherB,2310.34693051725
+6,GoodsC,299.738477890607
+7,TradeC,2183.72682350614
+8,OtherC,1053.3520003263
+9,GoodsD,680.406028263022
+10,TradeD,1878.54579866302
+11,OtherD,854.572099755455
+12,GoodsE,173.526923278978
+13,TradeE,1040.26722414147
+14,OtherE,1799.60627318856
+15,GoodsF,510.624749
+16,TradeF,1385.484186
+17,OtherF,1941.455572
+18,GoodsG,149.807392
+19,TradeG,2399.28817373208
+20,OtherG,4460.27727366383
+21,GoodsH,2737.735689
+22,TradeH,12655.499861
+23,OtherH,1947.215698
+24,HS1A,2925.88135059953
+25,HS2A,1373.12892109697
+26,HS3A,3674.55738066752
+27,HS1B,2654.92936472622
+28,HS2B,2813.21985311375
+29,HS3B,1579.83108779089
+30,HS1C,2187.14407653677
+31,HS2C,1601.51082847812
+32,HS3C,1723.46795472868
+33,HS1D,1002.27132372166
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+35,HS3D,989.729377262407
+36,HS1E,882.174099436754
+37,HS2E,4516.4742319318
+38,HS3E,1334.63638983798
+39,HS1F,874.940775
+40,HS2F,6847.283171
+41,HS3F,1209.557368
+42,HS1G,1222.32597007787
+43,HS2G,2297.2862692704
+44,HS3G,3160.37754423205
+45,HS1H,2528.177375
+46,HS2H,715.725348
+47,HS3H,1870.496934