遗传算法001

input_data/input_firm_data/firm_amended.csv

@@ -1,306 +1,315 @@
 Code,固定资产原值（万元人民币）,固定资产净值（万元人民币）,资产总和（万元人民币）,存货（万元人民币）,企业名称,Type_Region,Revenue_Log
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-443872531,217273.703527667,142463.186399833,490405.746949167,14931.5790275,惠州光弘科技股份有限公司,广东省,5.69
-24673506,3731195.01695067,1819174.82755833,3657055.221448,291506.649439667,江苏长电科技股份有限公司,江苏省,6.56
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-830662620,262637.565598167,177898.6218025,676303.217476167,73842.0312075,扬州扬杰电子科技股份有限公司,江苏省,5.83
-613464015,17409.1331735,10325.6691753333,220548.5172555,35552.7344381667,贵州振华风光半导体股份有限公司,贵州省,5.34
-2453696971,48907.0477203197,33449.653193481,182178.79532558,34675.6299895,罗博特科智能科技股份有限公司,江苏省,5.26
-43566171,19425.4177478546,11225.1590676402,27895.4993691358,1763.15281,长白朝鲜族自治县天宝硅藻土功能制品有限公司,吉林省,4.45
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-409663925,63931.7546131924,36943.5614884361,91807.9726072824,5802.7814,三河建华高科有限责任公司,河北省,4.96
-3414534661,227798.54904047,146248.694269867,454874.703635286,46215.3088984286,厦门弘信电子科技集团股份有限公司,福建省,5.66
-3393219477,245.891363896894,142.090621109369,353.107586951086,22.31839,吉林新环诚汽车科技有限公司,吉林省,2.55
-11175750477,39342.618223503,22734.4993774991,56497.2139121738,3570.9424,强一半导体（合肥）有限公司,安徽省,4.75
-2321857672,172615.737455619,99747.6160187774,247881.526039662,15667.50978,福建福顺半导体制造有限公司,福建省,5.39
-146491012,172984.813296877,111150.023329549,555820.536672,166754.219868852,博众精工科技股份有限公司,江苏省,5.74
-2311907103,61082.6578818333,46952.3648285,333112.031847833,76726.8203528333,苏州赛腾精密电子股份有限公司,江苏省,5.52
-3464943902,368.837045845341,213.135931664054,529.661380426629,33.477585,南京波彩汽车服务有限公司,江苏省,2.72
-259923931,1426.16991060198,824.125602434345,2048.0240043163,129.446662,甘肃明辰环保科技有限公司,甘肃省,3.31
-3054059190,16474.7213810919,9520.07161432775,23658.2083257228,1495.33213,四川宏润达幕墙装饰工程有限公司,四川省,4.37
-186745206,322457.554289333,214280.913465333,594869.173440333,31534.1938276667,四川东材科技集团股份有限公司,四川省,5.77
-507827038,690052.603181786,422522.420147987,1589615.70303614,134419.051238286,潮州三环（集团）股份有限公司,广东省,6.2
-2349737110,18351.1885185589,10604.4056748188,26352.8730443333,6196.09279783333,无锡红光微电子股份有限公司,江苏省,4.42
-505990558,2704.80500286583,1562.99683220306,3884.18345646195,245.50229,铜陵佳友科技有限公司,安徽省,3.59
-221048382,157338.070008167,103120.752683167,993163.7559685,352447.843621667,云南省贵金属新材料控股集团股份有限公司,云南省,6.0
-2348910693,26926.1598385298,15632.4205943617,40928.6516936667,4641.11761583333,北京康美特科技股份有限公司,北京市,4.61
-2342515031,55858.3214985777,32278.2527620118,80214.2735023883,5069.99426166667,苏州住友电木有限公司,江苏省,4.9
-2360390148,6393.17546131924,3694.35614884361,9180.79726072824,580.27814,广东施奈仕实业有限公司,广东省,3.96
-2317568755,11034.5563371667,7291.74244,86496.1049655,7858.70136516667,深圳科创新源新材料股份有限公司,广东省,4.94
-2349511062,8646.87845536109,4996.67947221875,12417.1843111667,1190.53784783333,江苏明昊新材料科技股份有限公司,江苏省,4.09
-500189853,22867.8968424112,13214.4277631714,32839.005586451,2075.61027,东莞升洋焊锡材料有限公司,广东省,4.52
-18065940,191013.048499246,96582.5538206939,867380.822769857,143283.010690286,北京君正集成电路股份有限公司,北京市,5.94
-2333993502,206465.644948888,142992.065005962,241630.438272143,17415.7935534286,合肥新汇成微电子股份有限公司,安徽省,5.38
-433384648,13130.5988320941,7587.63916724033,18855.945143188,1191.802026,牡丹江市北亚硬质合金有限责任公司,黑龙江省,4.28
-344181818,162948.972334805,104126.347671517,466055.759069286,79181.2545228571,青岛高测科技股份有限公司,山东省,5.67
-1104420298,86588.4830698333,50706.5640115,1206682.12055083,213731.195733667,中微半导体设备（上海）股份有限公司,上海市,6.08
-2349349655,8916.26246416139,5152.34553759312,12804.0280612,1116.3192482,苏州博洋化学股份有限公司,江苏省,4.11
-420984285,223613.011910333,158257.78831,1015669.78454783,62168.8641543333,深圳新宙邦科技股份有限公司,广东省,6.01
-2329836516,78826.6177775,56812.0715446667,203111.819117167,4786.47693733333,江阴江化微电子材料股份有限公司,江苏省,5.31
-27599908,65243.1752206425,37701.3781343527,93691.2130710213,5921.81281333333,北京航天晨信科技有限责任公司,北京市,4.97
-2350719552,1767.01581175,997.23466825,55246.80543625,11314.5121375,深圳好博窗控技术股份有限公司,广东省,4.74
-3216066502,47519.3914293237,25919.6030558896,183625.261502,20677.0661462857,楚天龙股份有限公司,广东省,5.26
-39698451,107938.314838978,39590.1075543603,412101.092700429,69378.6032017143,东方通信股份有限公司,浙江省,5.62
-2351643794,24220.299343844,13995.9261792729,34781.097314682,2198.361415,亚洲信用卡厂（深圳）有限公司,广东省,4.54
-2351192662,8851.83008107238,5548.49697731345,27867.47160725,3416.11452834962,河北晶禾电子技术股份有限公司,河北省,4.45
-865049663,87774.8053041193,59882.7303796437,298504.191277714,43328.108973,国民技术股份有限公司,广东省,5.47
-891649,85550.3230285109,36367.0451934161,230945.34964,25810.7164891429,恒宝股份有限公司,江苏省,5.36
-3424978618,31885.9688027932,21504.6483379033,177114.294382333,56086.1265501667,深圳市智微智能科技股份有限公司,广东省,5.25
-3145156061,245.891363896894,142.090621109369,353.107586951086,22.31839,北京中星微人工智能芯片技术有限公司,北京市,2.55
-281599332,64820.07552,40154.6568665,558302.417650333,40598.0444641667,金卡智能集团股份有限公司,浙江省,5.75
-79938367,364886.103943167,192426.6793045,3404308.61500033,438207.673933167,海信视像科技股份有限公司,山东省,6.53
-864169770,170444.206583047,110508.776061746,469960.309361,24457.7740034286,深圳市聚飞光电股份有限公司,广东省,5.67
-2310296367,37034.8887722,31909.4172092,800509.2176356,31554.9076322,澜起科技股份有限公司,上海市,5.9
-774611690,87455.3617593286,50536.8975745657,125588.598425603,7937.90737666667,成都大唐线缆有限公司,四川省,5.1
-2350442566,24785.8494808069,14322.7346078244,35593.2447646695,2249.693712,无锡友达电子有限公司,江苏省,4.55
-654461595,14660.1619921667,11316.6484308333,119189.010378333,8316.87563333333,上海灿瑞科技股份有限公司,上海市,5.08
-383463860,498520.151164562,288074.525237136,715890.321784631,45248.303886,广东虹勤通讯技术有限公司,广东省,5.85
-463659395,164973.071000475,103647.445394252,518579.052314833,39793.0929578333,深圳市奋达科技股份有限公司,广东省,5.71
-2347105663,7670.18126121354,4432.28587679994,11014.61699875,4603.6098265,深圳市百泰实业股份有限公司,广东省,4.04
-504638253,84443.6902996838,49855.5442456137,204519.3508715,51230.2114925,珠海市杰理科技股份有限公司,广东省,5.31
-519195163,1924.04639447068,1111.82817851309,2762.99,269.27,深圳市迪浦电子有限公司,广东省,3.44
-3221578464,6393.17546131924,3694.35614884361,9180.79726072824,580.27814,北京电星互动文化传媒有限公司,北京市,3.96
-2316256865,31675.2583182562,18154.1646929991,146872.233407667,30518.2317446667,广州慧智微电子股份有限公司,广东省,5.17
-3269840248,368.837045845341,213.135931664054,529.661380426629,33.477585,安徽创矽电子科技有限公司,安徽省,2.72
-1675147952,16925.06773,12545.4403666,86939.851294,9412.2279396,广州安凯微电子股份有限公司,广东省,4.94
-29223617,49351.6354965,38030.0537195,336478.787652167,25356.7104388333,青岛东软载波科技股份有限公司,山东省,5.53
-2553848709,15982.9386532981,9235.89037210901,22951.9931518205,1450.69535,深圳智微电子科技股份有限公司,广东省,4.36
-168035745,4475.22282292347,2586.04930419052,6426.55808250976,406.194698,成都艾希联科技有限公司,四川省,3.81
-510149116,4130.97491346782,2387.12243463741,5932.20746077824,374.948952,深圳市宝视达科技有限公司,广东省,3.77
-5591349,214284.563403751,124927.075093795,1154545.83667914,44936.3798348571,北京四维图新科技股份有限公司,北京市,6.06
-274839085,5072.9571540186,2931.45566990296,7284.9230285,1251.8898265,上海长合信息技术股份有限公司,上海市,3.86
-4209347174,10573.3286475664,6109.89670770289,15183.6262388967,959.69077,四川锦路通科技有限公司,四川省,4.18
-413142822,33691.2724915977,19012.8064225955,295228.181493667,9677.11797866667,北京弘高创意建筑设计股份有限公司,北京市,5.47
-951988821,25605.8899302788,18756.1741981746,351800.143148667,88668.7767376667,武汉帝尔激光科技股份有限公司,湖北省,5.55
-1587526,37281.2763304483,20821.6870507603,264083.505326,37562.7044782857,北京北信源软件股份有限公司,北京市,5.42
-3402194899,614.728409742234,355.226552773424,882.768967377713,55.795975,吉林省依岚机器人科技有限公司,吉林省,2.95
-730857,170484.678968513,98516.1639691628,244821.260286086,15474.0837333333,北京机械工业自动化研究所有限公司,北京市,5.39
-27085933,39068.3169418316,24985.5123183443,81807.0237951429,3512.25453285714,观典防务技术股份有限公司,北京市,4.91
-24495941,68018.9182948103,41411.5321373808,343277.487442714,80497.7686304286,瑞斯康达科技发展股份有限公司,北京市,5.54
-2424229017,114276.893374667,77926.1367106667,500826.828284333,41132.540103,湖北鼎龙控股股份有限公司,湖北省,5.7
-3118428071,245.891363896894,142.090621109369,353.107586951086,22.31839,浙江出彩智能科技有限公司,浙江省,2.55
-3297178263,6721.03061318177,3883.81031032277,9651.60737666299,610.035993333333,安徽徽昂光电科技有限公司,安徽省,3.98
-441623911,79201.8446421667,54549.9474813333,240891.492164333,46601.7746505,东莞铭普光磁股份有限公司,广东省,5.38
-2316150629,3193.75060666667,2061.597836,93411.1801021667,20442.4057828333,深圳英集芯科技股份有限公司,广东省,4.97
-2327057709,23544.9442314765,13440.4003796565,68644.06669975,18862.75571075,苏州华之杰电讯股份有限公司,江苏省,4.84
-2624175,112528.502696921,68592.2842455949,676577.778208429,45047.728384,北京旋极信息技术股份有限公司,北京市,5.83
-3483100980,491.782727793788,284.181242218739,706.215173902172,44.63678,公主岭市王岩口腔诊所有限公司,吉林省,2.85
-781386116,141735.041227833,75482.3393631667,509573.936014,65785.0702958333,国光电器股份有限公司,广东省,5.71
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+471121089,110315.223507165,67545.9035352219,379259.016534,54052.4011497143,小熊电器股份有限公司,广东省,5.58
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+70634828,4412979.01454591,2550081.13819878,6337174.05278817,380474.996249,红狮控股集团有限公司,浙江省,6.8
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+352084034,45854.1045175303,26497.222545977,65847.9091798333,19752.3217678333,广东天波信息技术股份有限公司,广东省,4.82
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+2310534839,110282.276707757,63727.6435675522,158368.752747562,10009.797915,宁夏协鑫晶体科技发展有限公司,宁夏回族自治区,5.2
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+3398677646,36420.8435164999,21053.0034803726,78385.10020775,33245.58495675,矽电半导体设备（深圳）股份有限公司,广东省,4.89
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+170176299,9774.18171490151,5648.10218909744,14036.0265813057,887.1560025,安徽超元半导体有限公司,安徽省,4.15
+3070844997,17704.1782005764,10230.5247198746,25423.7462604782,1606.92408,旺矽科技（苏州）有限公司,江苏省,4.41
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+2350544061,144065.786951576,99941.0487918116,244530.312333667,28099.7294085,广州广合科技股份有限公司,广东省,5.39
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+2357754148,8015.82834302686,4632.02127116739,11510.9768751667,3729.40010633333,广芯电子技术（上海）股份有限公司,上海市,4.06
+3444782013,2704.80500286583,1562.99683220306,3884.18345646195,245.50229,江苏国科鹏兴微电子有限公司,江苏省,3.59
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+1247902451,32949.4427621838,19040.1432286555,47316.4166514455,2990.66426,深圳市有为信息技术发展有限公司,广东省,4.68
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