alpha,beta,sellers,welfare_total,theta,converged
0.3,0.1,heterogeneous,0.03440703545671005,28.28640423784138,True
0.3,0.1,homogeneous,0.034131006518296245,28.492721087234926,True
0.3,0.15000000000000002,heterogeneous,0.06508966467187054,19.57913347838443,True
0.3,0.15000000000000002,homogeneous,0.06474715219831591,19.76887891229777,True
0.3,0.2,heterogeneous,0.08486641441647566,14.615401748975092,True
0.3,0.2,homogeneous,0.08448630368448057,14.778575176541382,True
0.3,0.25,heterogeneous,0.09900674348015993,11.383476295045153,True
0.3,0.25,homogeneous,0.09860194674804629,11.521275227076016,True
0.3,0.30000000000000004,heterogeneous,0.10972977640295191,9.100233929074527,True
0.3,0.30000000000000004,homogeneous,0.10930673850461511,9.216026039462783,True
0.3,0.35,heterogeneous,0.11815473573020463,7.395500659313709,True
0.3,0.35,homogeneous,0.1177169613549352,7.492650972348744,True
0.3,0.4,heterogeneous,0.12491208782223828,6.070825282553623,True
0.3,0.4,homogeneous,0.12446159024382428,6.1522245894978145,True
0.3,0.45000000000000007,heterogeneous,0.13038189080024257,5.009933928833811,True
0.3,0.45000000000000007,homogeneous,0.12991984883766353,5.077965423874913,True
0.3,0.5,heterogeneous,0.1348006041885277,4.140038211417281,True
0.3,0.5,homogeneous,0.1343276826875978,4.196648642216737,True
0.3,0.55,heterogeneous,0.13831296588683042,3.4131766454106076,True
0.3,0.55,homogeneous,0.1378294775926626,3.4599604802763153,True
0.3,0.6,heterogeneous,0.14099716888080852,2.7964341018257053,True
0.3,0.6,homogeneous,0.1405031527042736,2.8347072615192515,True
0.3,0.65,heterogeneous,0.14287415876018975,2.266468370492048,True
0.3,0.65,homogeneous,0.14236940654768482,2.297327779802877,True
0.3,0.7000000000000001,heterogeneous,0.14390361136935167,1.8062837006287122,True
0.3,0.7000000000000001,homogeneous,0.14338765406978973,1.8306543653201852,True
0.3,0.75,heterogeneous,0.14396205278329285,1.403251482609554,True
0.3,0.75,homogeneous,0.14343410214261268,1.42192402265847,True
0.3,0.8,heterogeneous,0.1427851274398472,1.047867332270739,True
0.3,0.8,homogeneous,0.1422439518712415,1.061529124763571,True
0.3,0.85,heterogeneous,0.13981390208620187,0.7329861825706362,True
0.3,0.85,homogeneous,0.13925758492088622,0.7422499217388662,True
0.3,0.9,heterogeneous,0.13369876078810494,0.45345831636507283,True
0.3,0.9,homogeneous,0.13312424936805403,0.4588951169511328,True
0.4,0.1,heterogeneous,0.07230537683451939,31.876177168863258,True
0.4,0.1,homogeneous,0.07209489277120158,32.22751997968807,True
0.4,0.15000000000000002,heterogeneous,0.0959233384344642,21.415922109116845,True
0.4,0.15000000000000002,homogeneous,0.09568378539065292,21.68943823330611,True
0.4,0.2,heterogeneous,0.11098142500473637,15.715641588023715,True
0.4,0.2,homogeneous,0.11072189707488611,15.93091658468071,True
0.4,0.25,heterogeneous,0.1216140713571012,12.09985597627029,True
0.4,0.25,homogeneous,0.12133818854531457,12.27199488535999,True
0.4,0.30000000000000004,heterogeneous,0.12953444474455683,9.58985065647205,True
0.4,0.30000000000000004,homogeneous,0.12924395275589864,9.72922134945444,True
0.4,0.35,heterogeneous,0.1355989441178702,7.739808067869871,True
0.4,0.35,homogeneous,0.13529476678803362,7.853603582288452,True
0.4,0.4,heterogeneous,0.14028435528200972,6.316624225724067,True
0.4,0.4,homogeneous,0.13996697865163038,6.409981924372533,True
0.4,0.45000000000000007,heterogeneous,0.14387137922321644,5.186193058229235,True
0.4,0.45000000000000007,homogeneous,0.14354101041941328,5.262892924261508,True
0.4,0.5,heterogeneous,0.14652565477324997,4.265737295698475,True
0.4,0.5,homogeneous,0.1461822887572949,4.3286366361046,True
0.4,0.55,heterogeneous,0.1483357296992811,3.501328191817121,True
0.4,0.55,homogeneous,0.147979170044911,3.552639034554661,True
0.4,0.6,heterogeneous,0.14932929452548457,2.856303818834364,True
0.4,0.6,homogeneous,0.1489591443089071,2.897775427021303,True
0.4,0.65,heterogeneous,0.14947499339388665,2.3048776137543334,True
0.4,0.65,homogeneous,0.1490906187357972,2.337920414004826,True
0.4,0.7000000000000001,heterogeneous,0.148669607652202,1.8284150877904326,True
0.4,0.7000000000000001,homogeneous,0.1482700668197167,1.8541876346302228,True
0.4,0.75,heterogeneous,0.14670202706656865,1.4131745882210156,True
0.4,0.75,homogeneous,0.1462859459839624,1.4326470456999338,True
0.4,0.8,heterogeneous,0.14316660317689486,1.0489065704705345,True
0.4,0.8,homogeneous,0.14273195717725046,1.0629099420178616,True
0.4,0.85,heterogeneous,0.1372366002712408,0.7280129760056655,True
0.4,0.85,homogeneous,0.1367803262455684,0.7372821451689396,True
0.4,0.9,heterogeneous,0.12692991471938622,0.44519702522298316,True
0.4,0.9,homogeneous,0.1264473062987075,0.4504198942206458,True
0.5,0.1,heterogeneous,0.1080935564466058,35.23428348077723,True
0.5,0.1,homogeneous,0.10801777737608927,35.74226269079107,True
0.5,0.15000000000000002,heterogeneous,0.12519595868780886,23.150988694479363,True
0.5,0.15000000000000002,homogeneous,0.1251014626501433,23.506238873134333,True
0.5,0.2,heterogeneous,0.13597109375353203,16.76527662718674,True
0.5,0.2,homogeneous,0.1358592075313631,17.029586091954428,True
0.5,0.25,heterogeneous,0.14341432710936752,12.789211466726542,True
0.5,0.25,homogeneous,0.1432858755948188,12.99329301873096,True
0.5,0.30000000000000004,heterogeneous,0.1487686550298102,10.064585866240112,True
0.5,0.30000000000000004,homogeneous,0.14862417106506207,10.225873130387582,True
0.5,0.35,heterogeneous,0.15265322140510285,8.075946838644771,True
0.5,0.35,homogeneous,0.15249302424795708,8.205290319042104,True
0.5,0.4,heterogeneous,0.15540732780764024,6.558127362216921,True
0.5,0.4,homogeneous,0.15523155681469739,6.662746157801421,True
0.5,0.45000000000000007,heterogeneous,0.1572224840642606,5.360432995701306,True
0.5,0.45000000000000007,homogeneous,0.1570311087191181,5.445378900449908,True
0.5,0.5,heterogeneous,0.15819982582840608,4.3907461011736855,True
0.5,0.5,homogeneous,0.15799263848904416,4.459697389586332,True
0.5,0.55,heterogeneous,0.1583753811329029,3.5895309555716928,True
0.5,0.55,homogeneous,0.1581519728259754,3.645253644102831,True
0.5,0.6,heterogeneous,0.15772790113930868,2.9165891846581062,True
0.5,0.6,homogeneous,0.15748761625126628,2.9612205145785824,True
0.5,0.65,heterogeneous,0.15617318484010512,2.3438175392838745,True
0.5,0.65,homogeneous,0.15591504491231176,2.379048672384989,True
0.5,0.7000000000000001,heterogeneous,0.15354180217906419,1.8510225687093858,True
0.5,0.7000000000000001,homogeneous,0.15326437938402418,1.8782215953773103,True
0.5,0.75,heterogeneous,0.14952699051637303,1.4234004117311063,True
0.5,0.75,homogeneous,0.14922819259311776,1.4436992243034406,True
0.5,0.8,heterogeneous,0.14356398953198776,1.0499890662556142,True
0.5,0.8,homogeneous,0.1432406795920759,1.0643491307471504,True
0.5,0.85,heterogeneous,0.1345154142227623,0.7227587263806983,True
0.5,0.85,homogeneous,0.13416272090894382,0.7320282002014107,True
0.5,0.9,heterogeneous,0.11964038873535275,0.43628138147885986,True
0.5,0.9,homogeneous,0.11925065055457948,0.4412625023554845,True
0.6,0.1,heterogeneous,0.14111512990683595,38.326814312865494,True
0.6,0.1,homogeneous,0.14119580328336445,38.9741483669468,True
0.6,0.15000000000000002,heterogeneous,0.15262309262256604,24.77624254271466,True
0.6,0.15000000000000002,homogeneous,0.15268226463297888,25.2023562304358,True
0.6,0.2,heterogeneous,0.1596654745859403,17.760634567809834,True
0.6,0.2,homogeneous,0.1597046344931547,18.067492149845584,True
0.6,0.25,heterogeneous,0.16428600433194748,13.449288087553294,True
0.6,0.25,homogeneous,0.16430622511508808,13.681350160591613,True
0.6,0.30000000000000004,heterogeneous,0.16733704107140948,10.522885283502912,True
0.6,0.30000000000000004,homogeneous,0.16733903635185435,10.703619100209963,True
0.6,0.35,heterogeneous,0.16923942725319052,8.402803425713923,True
0.6,0.35,homogeneous,0.16922362610309913,8.546142599545496,True
0.6,0.4,heterogeneous,0.17021611980276607,6.794532792900055,True
0.6,0.4,homogeneous,0.17018270894067403,6.909443535690956,True
0.6,0.45000000000000007,heterogeneous,0.17038168957077593,5.532084424564359,True
0.6,0.45000000000000007,homogeneous,0.17033062733187276,5.624685948464555,True
0.6,0.5,heterogeneous,0.1697800537863951,4.514672993859581,True
0.6,0.5,homogeneous,0.16971105975013395,4.58933429589434,True
0.6,0.55,heterogeneous,0.1683988528297485,3.6775297512365093,True
0.6,0.55,homogeneous,0.1683113718253445,3.7374846785882156,True
0.6,0.6,heterogeneous,0.1661696346027217,2.9771386299007188,True
0.6,0.6,homogeneous,0.16606276740585876,3.0248534428456058,True
0.6,0.65,heterogeneous,0.16295472202456968,2.3832125625201592,True
0.6,0.65,homogeneous,0.16282710532414746,2.4206174899755255,True
0.6,0.7000000000000001,heterogeneous,0.15851466458889954,1.874081728891596,True
0.6,0.7000000000000001,homogeneous,0.15836426477161564,1.9027239895000674,True
0.6,0.75,heterogeneous,0.1524376495054433,1.4339314175155036,True
0.6,0.75,homogeneous,0.1522613973606297,1.4550817383808838,True
0.6,0.8,heterogeneous,0.143978231147308,1.0511173827073186,True
0.6,0.8,homogeneous,0.1437713424535984,1.065850120269917,True
0.6,0.85,heterogeneous,0.13163415062583542,0.7171913778309861,True
0.6,0.85,homogeneous,0.13138881267640676,0.7264552193641963,True
0.6,0.9,heterogeneous,0.111735867237916,0.42658889401246486,True
0.6,0.9,homogeneous,0.11143906361708625,0.431296481973981,True
0.7,0.1,heterogeneous,0.17134667447122431,41.16598581287406,True
0.7,0.1,homogeneous,0.1715706803957554,41.92291534836275,True
0.7,0.15000000000000002,heterogeneous,0.17819009077206943,26.29502524926025,True
0.7,0.15000000000000002,homogeneous,0.17838997543262003,26.777932172672905,True
0.7,0.2,heterogeneous,0.1820370319907881,18.702269233633785,True
0.7,0.2,homogeneous,0.1822156027127289,19.043999726959733,True
0.7,0.25,heterogeneous,0.1841918337155428,14.079745491958814,True
0.7,0.25,homogeneous,0.18435068954060088,14.335255172799013,True
0.7,0.30000000000000004,heterogeneous,0.18519718031243537,10.964160075785934,True
0.7,0.30000000000000004,homogeneous,0.18533727494246346,11.16154189992737,True
0.7,0.35,heterogeneous,0.18531359577967207,8.719777486335934,True
0.7,0.35,homogeneous,0.18543546400224722,8.87534739039003,True
0.7,0.4,heterogeneous,0.18466789734452757,7.0253153926316,True
0.7,0.4,homogeneous,0.18477175227652023,7.14940185895492,True
0.7,0.45000000000000007,heterogeneous,0.18330931407607165,5.700724317069732,True
0.7,0.45000000000000007,homogeneous,0.18339508013972594,5.800286563468517,True
0.7,0.5,heterogeneous,0.18123139729853568,4.637198947243475,True
0.7,0.5,homogeneous,0.18129870023055472,4.717154343763849,True
0.7,0.55,heterogeneous,0.1783772376335197,3.7651008287741687,True
0.7,0.55,homogeneous,0.17842535397019002,3.829057584677576,True
0.7,0.6,heterogeneous,0.17463267292907525,3.037810351947294,True
0.7,0.6,homogeneous,0.17466042762484035,3.088499708865482,True
0.7,0.65,heterogeneous,0.16980560754036253,2.422987210759769,True
0.7,0.65,homogeneous,0.16981119022903604,2.4625327500253076,True
0.7,0.7000000000000001,heterogeneous,0.1635821386373043,1.8975658899928258,True
0.7,0.7000000000000001,homogeneous,0.16356277508041142,1.9276598800042621,True
0.7,0.75,heterogeneous,0.15543444096858208,1.4447691309206798,True
0.7,0.75,homogeneous,0.1553857818305075,1.466794504274228,True
0.7,0.8,heterogeneous,0.14441034231840957,1.0522942714805645,True
0.7,0.8,homogeneous,0.1443252555410636,1.0674165805281242,True
0.7,0.85,heterogeneous,0.12857362956782686,0.7112728946220649,True
0.7,0.85,homogeneous,0.12843968506869743,0.7205242045112011,True
0.7,0.9,heterogeneous,0.10309201062928927,0.41595727062880883,True
0.7,0.9,homogeneous,0.1028869312599924,0.42035504862172896,True