updated Weight matrix

consumption_distribution.csv

@@ -1,11 +1,11 @@
 0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,categories
-3.9831134220168636,5.06535693898893,9.412513264548464,16.47669445152705,14.597838377392605,10.783063027724065,8.839317180273994,7.246249535139835,5.8380845302932665,0.8847316368904793,10.558386678115566,0.44427993082554235,3.7403527519670887,0.797822739409194,0.4309127615318391,0.9080663936568211,Airlines
-4.269706274741251,5.51584019034016,9.925027098030341,17.24910707364407,15.888040810835838,11.597888776410938,8.590887523370377,7.160906175197589,5.825350802619889,4.207369464615332,2.825037836786188,3.4382567596816647,1.5043639705111975,0.9993647865996371,0.5543839427954547,0.42297865759171077,Bars/Discotheques
-4.6576587158892115,5.807818393798755,10.218495929523346,17.674036288476692,14.975431722296308,12.035208306568082,8.244494010171506,6.8856251154757615,5.795880276496676,5.272084848694022,0.22100688090336104,5.6014260677600305,0.5385279415745637,1.1204021150226238,0.6161864025084424,0.3266780292986436,Computer Network/Information Services
-3.868910526597812,4.964923989135904,9.287599672717272,16.246500482110903,14.083572663431884,10.511919951099278,8.924763378029258,7.287604736427168,5.85455662538091,0.0806726290741993,12.530185535397143,-0.1005902190915681,4.333120091520807,0.7607112607593921,0.4040842874523356,0.9922223266493075,Drug Stores/Pharmacies
-3.710988017220926,4.8954977568688784,9.255832460959343,16.23127099747642,14.458123509911672,10.482236347087795,8.893099426408055,7.209016831223323,5.771362634058494,-0.07031876131520942,12.88770131544909,-0.08351529778370403,4.293018885153057,0.7340303276596061,0.39595791080833265,0.974778037486566,General Retail Stores
-4.041791130614517,5.363216544428241,9.659596089925127,16.84932012720208,15.300577517432082,11.181759623457873,8.779841546983189,7.2596021356316776,5.825838817803204,2.590873282049732,7.025758974911309,1.3856593738128338,2.67898917069746,0.8916137911350646,0.49234132790982765,0.6579676081017725,Grocery Stores/Supermarkets
-4.11517400847324,5.378979996397452,9.729832790279593,16.943082788216593,15.429862724415699,11.267742311474356,8.718506744165198,7.25244112496185,5.837748421784723,2.968987668274615,5.932145378191999,2.0104969866343843,2.3764080075475964,0.924224515585339,0.510178404078296,0.5897642930716149,Hospitals
-4.5227982899972154,5.627296194410789,10.088481671119629,17.518086060822533,15.67172627772557,11.886565510005333,8.414294844499254,6.999014033181855,5.757593017266954,4.924462816946865,1.1099804201723777,4.724989197570179,0.758459085363594,1.0543691775117945,0.585157837731053,0.34479440970132724,Hotels/Motels
-4.081777443629556,5.421020222155726,9.714617326563257,16.93327276894294,15.3302614983164,11.273419109412734,8.754001008086536,7.23747397272346,5.8307354535199325,2.9646104167020213,6.122568108719801,1.8070229907660516,2.4557359179329876,0.9146719734769836,0.5049012843990994,0.6121611230626945,Restaurants
-4.214941812551088,5.459473427430981,9.854759889436918,17.138957867125974,15.729181255233387,11.47780029714453,8.633058657388395,7.185546782195898,5.8296313989687,3.7550058154974835,3.9492413438197747,2.9448213868202027,1.8135932937385926,0.9728363296577092,0.5383893712497742,0.48226511872609495,"Utilities: Electric, Gas, Water"
+9.433389334140314,12.36908029822633,22.353104747326196,38.91782843110127,35.21760485995932,26.322615606377063,19.383106520267603,16.50478922921113,13.519015244803803,8.649681328087507,11.608758746629539,6.013610985713445,3.446247754360459,5.15101403573668,0.5814607273101032,0.8071023034028059,Airlines
+9.433389885061647,12.36908112113015,22.353119666027172,38.91784540775679,35.2176121035747,26.32262972944054,19.383109328682956,16.504796132574608,13.51901260518942,8.649681023987924,11.608760659602432,6.013610011864298,3.44624677003921,5.1510129716265425,0.5814602515681575,0.8071016001317785,Bars/Discotheques
+9.433375390659142,12.369060033466484,22.35278692064533,38.91745639388866,35.21743900894578,26.32229926520171,19.38304083656734,16.50462589875503,13.519067408459282,8.649680023231358,11.608713038639396,6.013626150992968,3.4462616068400647,5.151038566831048,0.5814700642637737,0.8071170475291665,Computer Network/Information Services
+9.433389764544186,12.369080983315762,22.353118476685648,38.91784334717183,35.217610927577056,26.322627290778712,19.383108742923177,16.504794404625688,13.51901262242509,8.64968064257316,11.608760129243278,6.013609736021888,3.4462463964829397,5.151013141103253,0.5814602438340604,0.8071016640586801,Drug Stores/Pharmacies
+9.433389941087448,12.369081204683031,22.353122259631846,38.9178483302165,35.21761324483047,26.322632257302185,19.38310978331708,16.504797317265947,13.519012096645639,8.649680892244577,11.608760996120369,6.01360981431649,3.4462465634136255,5.151012811090347,0.5814601626034293,0.8071014662675328,General Retail Stores
+9.43339089189444,12.369082561302648,22.35314103177948,38.91787086796967,35.2176236875864,26.322651762942527,19.383113985890827,16.50480784618655,13.519009244945886,8.649681405753558,11.608763962717534,6.01360922588769,3.446246137210983,5.151011256692691,0.5814596555346477,0.8071006106552928,Grocery Stores/Supermarkets
+9.43339046920846,12.369081986451876,22.353133338333695,38.91786113834297,35.21761904267414,26.322642783599836,19.383112021770003,16.50480269206307,13.519010302236811,8.649680947204228,11.608762472736544,6.013609228332757,3.4462460062733298,5.151011941051896,0.5814598339639185,0.8071009734270888,Hospitals
+9.433388745202468,12.369079421036949,22.353084925077166,38.9178059473807,35.21759564260396,26.322596510834785,19.3831028955506,16.504780057717998,13.519018926021307,8.64968200391487,11.608756172302266,6.013612367047576,3.446249171706872,5.151015363368527,0.5814613803402491,0.8071032810219447,Hotels/Motels
+9.433390954190427,12.369082658915143,22.35314317136689,38.91787321967088,35.217624636446686,26.322653660959638,19.383114342218693,16.50480870490967,13.519008834892418,8.649681301384735,11.608764196807345,6.013609041820326,3.4462459393949083,5.151011118446651,0.5814595810197499,0.8071005082028687,Restaurants
+9.433390345635491,12.369081776908667,22.35312699047227,38.91785438420078,35.21761651109493,26.322637438642083,19.383111097787772,16.504800482677005,13.519011622025268,8.649681447895354,11.608761877759788,6.013609899899838,3.446246752987872,5.151012303242964,0.5814600738889594,0.8071012869859211,"Utilities: Electric, Gas, Water"

fractions_offline.csv

@@ -1,17 +1,17 @@
 0
-0.09639499267221661
-0.16665576151505287
-0.5509293775800783
-1.6909251559357241
-1.3328279709246307
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+0.3237038900061096
+0.26338517125196037
+0.1413450712679812
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+0.08272605424028194
+0.04140223328788343
+0.0034641816329528024
+0.004320232931328887
+0.002935352851369094