年份,省份,被解释变量:GDP(亿元),lnGDP(亿元),被解释变量Revenue:财政收入 (万元),lnRevenue,核心解释变量3s:“三同时”项目环保投资总额(亿元),“三同时”占GDP的比重,核心解释变量SC:排污费(万元),核心解释变量SC:排污费(亿元),排污费占GDP的比重,解释变量tnoe:各省环境污染来信总数(件),来信总数占GDP的比重,解释变量er:环境污染治理投资额占GDP的比重(%),lner,解释变量ipcci:工业污染治理完成投资(亿元),lnipcci,解释变量SO2:(工业二氧化硫排放量)(万吨),解释变量no:(工业氮氧化物排放量)(万吨),解释变量iswg:(工业固体废物产生量)(万吨),解释变量rhd:生活垃圾无害化处理率(%),解释变量cur:工业固体废物综合利用率(%),解释变量idse:工业烟(粉)尘排放量(万吨),解释变量twd:废水排放总量(万吨),解释变量pow:湿地面积占辖区面积的比重(%),解释变量FC:森林覆盖率(%),解释变量nra:自然保护区面积(万公顷),控制变量patent:专利授权量 (件),lnpatent,控制变量investment: 固定资产投资 (亿元),lninvestment,出口总额(亿美元),*6.42(亿元) ,进口总额(亿美元),*6.42(亿元),控制变量foreigntrade: 对外经济贸易依存度(出口+进口/GDP) (%),控制变量pop: 城镇人口比重(%),控制变量tmt:技术市场成交额(万元),控制变量R&D:研究与试验发展R&D经费投入强度(%),控制变量Hr:人力资本(年) 2010,Shanghai,17165.98,9.7506847971837,28736000,17.1736612500841,37.4,0.00217872792581606,24828,2.4828,0.000144634911610057,25709,1.49767155734773,0.78,-0.2484613592985,9.4,2.24070968927596,22.1,4.1793,2448,81.9,96.2,5.2,248250,53.68,9.41,9.4,48215,10.7834254549445,5317.67,8.57879051647404,1807.84,11606.3328,1880.85,12075.057,1.37955361709614,89.3,4314374,2.81,12.6 2010,Jiangsu,41425.48,10.6316514294334,117432200,18.581371703731,147.8,0.0035678524425064,202612,20.2612,0.000489099945251087,63009,1.52102039614266,1.13,0.122217632724249,18.6,2.92316158071916,100.2,29.1765,9064,93.6,96.34,45.01,555500,16.32,10.48,56.5,138382,11.837773255904,23184.28,10.0512297417822,2705.5,17369.31,1952.43,12534.6006,0.721872398340345,60.58,2493406,2.07,11 2010,Zhejiang,27722.31,10.2299927831651,48954100,17.7063936823709,226.5,0.00817031481142805,101473,10.1473,0.000366033710754984,51454,1.85605023535196,1.2,0.182321556793955,12,2.484906649788,65.4,16.0507,4268,98.3,95.83,30.4,394828,7.88,57.41,19.5,114643,11.6495782310361,11451.98,9.34591791979664,1804.65,11585.853,729.9485,4686.26937,0.586968487474529,61.62,603478,1.78,10.6 2010,Anhui,12359.33,9.42216652242268,20638197,16.8426541401108,41.6,0.00336587824744545,52865,5.2865,0.000427733542190394,20853,1.68722738206683,1.46,0.378436435720245,5.9,1.77495235091167,48.4,20.8479,9158,64.6,80.62,47.1,184700,4.73,26.06,50.2,16012,9.68109372011246,11104.35,9.31509220242275,124.1288,796.906896,118.6388,761.661096,0.126104569746095,43.01,461470,1.32,9.7 2010,Jiangxi,9451.26,9.15390334493302,12262400,16.3220482278786,24.6,0.0026028275595,47807,4.7807,0.000505826736329336,27648,2.92532424248195,1.66,0.506817602368452,6.4,1.85629799036563,47.1,13.8954,9407,85.9,79.94,36.3,160661,5.99,58.32,111.6,4349,8.37770121259764,7164.62,8.87691030326616,134.2,861.564,80.5048,516.840816,0.145843497692371,44.06,230479,0.92,10.4 2010,Hubei,15967.61,9.67831757440528,19189400,16.7698686012106,29.2,0.00182870197856786,37542,3.7542,0.000235113457806146,26170,1.6389428349014,0.92,-0.083381608939051,27.7,3.32143241319329,51.6,16.6093,6813,61.4,90.69,29.1,270775,4.99,31.14,95.9,17362,9.76203918895175,9959.91,9.20632331439324,144.418,927.16356,114.9031,737.677902,0.104263660121959,49.7,907218,1.65,10.5 2010,Hunan,16037.96,9.6827136912873,18787100,16.7486810220649,30.7,0.00191420854023828,54261,5.4261,0.000338328565478402,14802,0.92293533591554,0.66,-0.415515443961666,13.8,2.62466859216316,62.7,21.266,5773,79,87.38,62.9,268110,5.79,44.76,124.5,13873,9.53769978408073,9821.06,9.19228433849661,79.5487,510.702654,67.3399,432.322158,0.0587995488204235,43.3,400940,1.16,10.7 2010,Chongqing,7925.58,8.97785078218738,29751187,17.2083795883196,43.9,0.00553902679677702,37726,3.7726,0.000476003018075649,37812,4.770881121634,2.22,0.797507195884188,7.8,2.05412373369555,57.3,10.2132,2837,98.8,80.2,18.6,128113,0.52,34.85,82.8,12080,9.39930647148881,6934.8,8.84430749311173,74.9,480.858,49.3759,316.993278,0.100667872635189,53.02,794410,1.27,10.1 2010,Sichuan,17185.48,9.75182012022933,15616700,16.56385141245,37.5,0.00218207463509893,58567,5.8567,0.000340793507076904,11607,0.675395741055822,0.52,-0.653926467406664,7.2,1.97408102602201,93.8,24.053,11239,86.9,87.78,25.9651,256095,1.98,34.31,890.4,32212,10.3800943329154,12552.58,9.43768150112098,188.4064,1209.569088,138.6322,890.018724,0.122172194899415,40.18,547393,1.54,9.7 2010,Guizhou,4602.16,8.43428103748333,9695700,16.0871930462185,16.5,0.00358527300224243,45304,4.5304,0.000984407321779338,141,0.030637787473708,0.65,-0.430782916092454,6.8,1.91692261218206,63.8,6.6004,8188,90.6,60.66,11.3184,60823,0.45,31.61,95.2,3086,8.03463103292311,2945.78,7.98812891670522,19.2,123.264,12.2662,78.749004,0.0438952587480661,33.81,77191,0.65,9 2010,Yunnan,7224.18,8.88518901172992,18093000,16.7110356811012,36.1,0.00499710693808848,29214,2.9214,0.000404391917144922,8998,1.24553928611967,1.47,0.385262400790645,10.6,2.36085400111802,44,5.4905,9392,88.3,68.54,8.9154,91992,0.61,47.5,298.8,3823,8.24879073369641,5528.71,8.61770979424793,76.06,488.3052,57.62,369.9204,0.11879903324668,34.7,108827,0.61,9.1 2011,Shanghai,19195.69,9.86244105364999,34298300,17.3506063482257,69.5,0.00362060441692901,23573,2.3573,0.000122803608518371,32431,1.68949383950251,0.75,-0.287682072451781,6.4,1.85629799036563,24.01,43.54,2442.2,61,96.56,8.9828404,214155,53.68,9.4,9.4,47960,10.7781226091414,5067.09,8.53052196730751,2097.89,13468.4538,2276.47,14614.9374,1.46300503915202,89.3,4807491,3.11,13 2011,Jiangsu,49110.27,10.8018234568801,141198500,18.7656772597375,194.2,0.00395436636776788,202594,20.2594,0.000412528784712444,114773,2.33704681322257,1.17,0.157003748809665,31,3.43398720448515,105.38,153.57,10475.5,93.8,95.55,52.73544749,592774,16.32,10.4,56.5,199814,12.2051422128119,26314.6,10.1778791972163,3126.2305,20070.39981,2271.36,14582.1312,0.705606607538505,61.9,3334316,2.17,11.3 2011,Zhejiang,32318.85,10.3834059303188,59250000,17.8972763379795,87.6,0.00271049248348874,100772,10.0772,0.000311805649025259,55244,1.70934299951886,0.74,-0.301105092783922,17.8,2.87919845729804,66.2,85.91,4445.75,96.4,95.83,32.33200358,420134,7.88,57.4,19.7,130190,11.7767502008914,14077.25,9.55231529813606,2163.49,13889.6058,224.5,1441.29,0.474363902180925,62.3,718968,1.85,11.2 2011,Anhui,15300.65,9.63565059013825,26330221,17.0862279249048,47.2,0.00308483626512599,49241,4.9241,0.000321822929091248,30580,1.99860790227866,1.75,0.559615787935423,9.3,2.23001440015921,52.95,95.91,11473.25,87,83.34,45.2223972,243265,4.73,26,52.5,32681,10.394549148261,12147.77,9.40490089282868,170.84,1096.7928,142.6,915.492,0.13151629505936,44.8,650337,1.4,10.2 2011,Jiangxi,11702.82,9.36758511738486,16450001,16.6158360959659,45.4,0.00387940684382055,64003,6.4003,0.00054690237053975,13633,1.16493289651554,2.06,0.72270598280149,6.6,1.88706964903238,58.41,61.23,11372.43,88.3,82.53,39.60378447,194432,5.99,58.3,119.1,5550,8.62155320674048,8737.6,9.07539083139789,218.81209,1404.7736178,96.74979,621.1336518,0.173112742877358,45.7,341861,0.83,10.8 2011,Hubei,19632.26,9.88492941054678,26398100,17.0888025958296,53.1,0.0027047319055473,42255,4.2255,0.00021523247960245,43210,2.20096922106777,1.32,0.27763173659828,9.3,2.23001440015921,66.56,66.96,7595.79,61,90.67,34.61497972,293064,4.99,31.1,95.9,19035,9.8540346688166,12195,9.40878131065002,195.346,1254.12132,140.5233,902.159586,0.109833554873458,51.83,1256876,1.65,11.3 2011,Hunan,19669.56,9.88682754204293,25234900,17.0437385149985,27.5,0.00139809939825802,62178,6.2178,0.000316112815945044,27575,1.4019123966169,0.65,-0.430782916092454,9.7,2.27212588550934,68.55,66.64,8486.74,86.4,82.04,38.44387045,278811,5.79,44.7,125,16064,9.68433602249146,11431.48,9.34412623222107,98.9747,635.417574,91.0259,584.386278,0.0620148011445096,45.1,353901,1.19,11.6 2011,Chongqing,10011.37,9.21147672608122,35236522,17.3775936594965,39.7,0.00396549123646414,38806,3.8806,0.000387619276882185,79643,7.95525487520689,2.59,0.951657875711446,4.9,1.58923520511658,58.69,40.26,3299.18,99.6,76.86,18.09717574,131450,0.52,34.8,85,15525,9.65020690680168,7686,8.94715577112479,198.4,1273.728,93.7972,602.178024,0.187377554120964,55.02,681453,1.28,10.5 2011,Sichuan,21026.68,9.95354738652407,20447900,16.8333907456936,40.7,0.0019356360585694,62214,6.2214,0.000295881232795667,33414,1.58912391304761,0.67,-0.400477566597125,16.7,2.81540871942271,90.2,67.49,12684.47,88.4,89.88,38.5902902,279852,1.98,34.3,899.4,28446,10.2557628321302,13688,9.52427481557203,290.2697,1863.531474,186.9631,1200.303102,0.145711761248091,41.83,678330,1.4,10.5 2011,Guizhou,5701.84,8.64854420874921,13299900,16.4032670743667,13.7,0.00240273315280681,44679,4.4679,0.000783589157184348,5513,0.966880866527296,1.14,0.131028262406404,13.2,2.58021682959232,110.43,55.32,7598.24,88.6,71.22,30.34668135,77927,0.45,31.6,95.2,3386,8.12740456269308,4026,8.30052860619974,29.8509,191.642778,19.0249,122.139858,0.0550318206052783,34.96,136483,0.64,9.6 2011,Yunnan,8893.12,9.09303322306774,22587000,16.9328850775004,47.4,0.00532996293764168,31597,3.1597,0.000355297128566802,57206,6.43261307617574,1.34,0.29266961396282,13.7,2.61739583283408,69.12,54.85,17335.3,74.1,64.33,38.2241278,147523,0.61,47.5,297.8,4199,8.34260168068419,5933,8.68828526625864,94.73,608.1666,65.8,422.436,0.115887629988126,36.8,117144,0.63,9.6 2012,Shanghai,20181.72,9.91253252317935,37437100,17.4381727493087,57.3,0.00283920300152812,19017,1.9017,9.42288367889357e-5,36952,1.83096386234672,0.66,-0.415515443961666,11.6,2.45100509811232,22.82,40.16,2198.81,83.59,97.34,8.7148423,219244,53.68,9.41,9.4,51508,10.8494924143937,5254.38,8.56681729347707,2068.07,13277.0094,2299.51,14762.8542,1.38936936990504,89.3,5187473,3.37,13.1 2012,Jiangsu,54058.22,10.8978168929103,148438900,18.8156839837277,237.9,0.00440081082950937,200990,20.099,0.000371802845154724,130990,2.42312824950581,1.22,0.198850858745165,39,3.66356164612965,99.2,147.96,10224.44,95.93,93.57,44.3207695,598211,16.32,10.48,56.7,269944,12.5059698090612,31706.58,10.3642795093034,3285.38,21092.1396,2195.551,14095.43742,0.650920008464948,63,4009141,2.38,11.5 2012,Zhejiang,34665.33,10.4534953310197,64080900,17.9756569055696,183.4,0.0052905886082723,95212,9.5212,0.000274660590278529,47415,1.36779312356178,1.08,0.0769610411361284,28.3,3.34286180464919,62.58,80.88,4461.42,98.97,83.4,25.4029808,420961,7.88,57.41,19.7,188463,12.1466569801313,17095.96,9.74659745726765,2245.19,14414.1198,204.22,1311.0924,0.453629381286721,63.2,813079,2.08,11.3 2012,Anhui,17212.05,9.75336499890431,30259871,17.2253330032619,66.5,0.00386357232287845,58520,5.852,0.000339994364413303,30673,1.78206547157369,1.92,0.65232518603969,12.7,2.54160199346455,51.96,92.13,12002.34,91.14,87.5,46.2058612,254329,4.73,26.06,52.4,43321,10.6763927848743,15054.95,9.61946211975456,267.5,1717.35,125.73,807.1866,0.146672627606822,46.5,861592,1.64,10.4 2012,Jiangxi,12948.88,9.46876457690102,20461475,16.8340544077759,38.6,0.00298095279282841,84334,8.4334,0.000651284126503605,10714,0.827407466900612,2.44,0.89199803930511,3.9,1.3609765531356,56.77,57.71,11133.6,89.05,79.98,35.7373062,201190,5.99,58.32,126,7985,8.98532006064911,10774,9.28489110324048,251.1,1612.062,83,532.86,0.165645368556972,47.51,397796,0.88,10.9 2012,Hubei,22250.45,10.010117512109,31156300,17.2545270299395,80.8,0.00363138723037062,42053,4.2053,0.00018899842475096,36716,1.65012393007782,1.28,0.246860077931526,14.9,2.70136121295141,62.24,64,7610.94,71.51,82.58,34.9657227,290200,4.99,31.14,95.5,24475,10.1054074673987,15149,9.62568980215832,193.9884,1245.405528,125.6525,806.68905,0.0922271045304702,53.5,1963922,1.73,11.2 2012,Hunan,22154.23,10.0057837278953,17821600,16.6959217627328,42.1,0.00190031429663771,61968,6.1968,0.000279711820270892,25646,1.1576118872107,0.86,-0.150822889734584,18,2.89037175789616,64.5,60.72,8115.92,95.01,81.49,34.072352,304214,5.79,44.76,128.5,23212,10.0524246653105,14576.61,9.58717346823988,125.9965,808.89753,93.4117,599.703114,0.0635815663193891,46.65,422420,1.3,11.6 2012,Chongqing,11409.6,9.34221038527404,37268412,17.433656662552,56.6,0.00496073481980087,37913,3.7913,0.000332290351984294,76000,6.66105735520965,1.64,0.494696241836107,3.8,1.33500106673234,56.48,38.27,3114.89,99.28,81.65,18.2265696,132430,0.52,34.85,85,20364,9.92152391502223,9380,9.14633504200027,385.7,2476.194,146.33,939.4386,0.299364798064788,56.98,540188,1.4,10.7 2012,Sichuan,23872.8,10.0804950145063,24212700,17.0023878468595,66.9,0.00280235246808083,59563,5.9563,0.00024950152474783,37433,1.56801883314902,0.75,-0.287682072451781,11.1,2.40694510831829,86.44,65.9,13187.3,88.29,92.56,29.583611,283657,1.98,34.31,897.4,42218,10.650601949366,16530,9.71293219081507,384.6907,2469.714294,206.7453,1327.304826,0.159052106162662,43.53,1112438,1.47,10.5 2012,Guizhou,6852.2,8.83232504757612,16444800,16.61551987578,20.7,0.00302092758530107,51590,5.159,0.000752896879834214,7190,1.04929803566738,1.01,0.00995033085316809,12.5,2.52572864430826,104.11,56.35,7835.25,91.92,70.81,29.4496991,91455,0.45,31.61,95.2,6059,8.70930004894499,5505,8.61341204915678,49.5223,317.933166,16.7933,107.812986,0.0621327678701731,36.41,96743,0.61,9.8 2012,Yunnan,10309.47,9.2408181692881,26244000,17.0829479494469,64,0.00620788459542537,36436,3.6436,0.000353422629873311,20823,2.01979345203973,1.28,0.246860077931526,19.7,2.98061863574394,67.22,54.43,16037.59,82.7,56.38,39.0645913,154010,0.61,47.5,285.4,5853,8.67470962929122,7554,8.9298325032724,100.18,643.1556,109.87,705.3654,0.130804105351682,39.31,454779,0.67,9.7 2013,Shanghai,21818.15,9.99049747119136,41095100,17.5313994509478,105.4,0.00483084037830889,22494,2.2494,0.00010309765035074,55937,2.56378290551674,0.87,-0.139262067333508,17.8,2.87919845729804,21.58,38.04,2054.49,90.58,97.12,8.0924976,222963,73.27,10.74,9.4,48680,10.7930235471015,5647.79,8.63901959717872,2042.44,13112.4648,2371.54,15225.2868,1.29881550910595,89.6,5316804,3.56,13.3 2013,Jiangsu,59753.37,10.9979808698769,173288000,18.970465508203,311.7,0.00521644218560392,204327,20.4327,0.000341950587891528,118520,1.98348645440416,1.49,0.398776119957368,48.5,3.88156379794344,94.17,133.8,10885.87,97.36,94.76,49.99606145,594359,27.51,15.8,53,239645,12.3869139406105,35982.52,10.4907885439624,3288.57,21112.6194,2219.88,14251.6296,0.591836895559196,64.11,5275020,2.49,11.5 2013,Zhejiang,37756.59,10.5389153089781,69084100,18.0508351609581,176.2,0.00466673499910876,88378,8.8378,0.000234073045261768,60914,1.61333425502674,1.04,0.0392207131532813,67.6,4.21360798304892,59.34,75.3,4299.58,99.44,95.58,31.97459253,419120,10.91,59.07,19.9,202350,12.217754150304,20194.07,9.91314427593441,2487.46,15969.4932,870.42,5588.0964,0.570962303534297,64,814958,2.16,11.5 2013,Anhui,19229.34,9.86419251662098,33650750,17.3315459020681,144.9,0.00753536002795728,55958,5.5958,0.000291003227359857,38534,2.00391693110632,2.66,0.978326122793608,17.6,2.86789890204411,50.13,86.37,11936.74,98.82,88.41,41.8617271,266234,7.46,27.53,52.4,48849,10.7964891864323,18251.1,9.81198063116684,282.5,1813.65,173.8,1115.796,0.152342514095648,47.86,1308253,1.83,10.3 2013,Jiangxi,14410.19,9.57569087419464,23584319,16.9760925999991,41.8,0.00290072511188263,84520,8.452,0.000586529393436173,14584,1.0120616036291,1.67,0.512823626428664,12.3,2.50959926237837,55.77,57.04,11518.19,93.28,82.68,35.62712722,207138,5.45,60.01,124.6,9970,9.20733586295588,12450.8,9.42954015685657,281.7,1808.514,85.7,550.194,0.163683337971255,48.87,430552,0.94,11.1 2013,Hubei,24791.83,10.1182694423934,35668900,17.3897897186202,73,0.0029445184159459,43252,4.3252,0.000174460699351359,39934,1.61077258112854,1.02,0.0198026272961797,26.3,3.26956893918372,59.94,61.24,8180.61,85.4,75.81,35.95249244,294054,7.77,38.4,101.9,28760,10.266740811835,20177.45,9.91232092318777,228.38,1466.1996,135.52,870.0384,0.0942341892470221,54.51,3976158,1.8,11.3 2013,Hunan,24621.67,10.1113822284697,20308800,16.8265648476161,43.3,0.00175861344904712,58135,5.8135,0.000236113147483497,32309,1.31221805832017,0.95,-0.0512932943875506,17.3,2.85070650150373,64.13,58.82,7805.68,96.03,81.06,35.86712975,307227,4.81,47.77,128.4,24392,10.1020104886681,18381.44,9.81909673886908,148.2083,951.497286,103.4356,664.056552,0.0656151202578866,47.96,772098,1.33,11.7 2013,Chongqing,12783.26,9.45589178147459,41055563,17.5304369023424,54.1,0.00423209728973673,39859,3.9859,0.000311806221574152,90750,7.09912807844008,1.37,0.314810739840034,5,1.6094379124341,54.77,36.2,3161.8,99.43,84,19.12044811,142535,2.51,38.43,84.5,24828,10.1197273275335,11025,9.30792070031505,467.97,3004.3674,219.07,1406.4294,0.345044753842134,58.34,902760,1.38,10.7 2013,Sichuan,26392.07,10.1808188652238,27841000,17.1420203123256,95.7,0.00362608920027872,72130,7.213,0.000273301791030412,42089,1.59475933490628,0.89,-0.116533816255952,23.2,3.14415227867226,81.67,62.43,14006.62,94.98,87.25,29.60048451,307648,3.61,35.22,897.8,46171,10.7401071743525,21049.2,9.95461783363774,419.4906,2693.129652,226.2978,1452.831876,0.157091184132203,44.9,1485752,1.52,10.7 2013,Guizhou,8086.86,8.99799580121109,19180000,16.7693786274196,23.3,0.00288121718442016,53235,5.3235,0.000658290115075567,11080,1.37012387997319,1.37,0.314810739840034,18.5,2.91777073208428,98.64,55.73,8194.05,92.23,66.92,30.13015593,93085,1.19,37.09,88.1,7915,8.97651497231511,7373.6,8.90566133267945,68.8598,442.079916,14.0411,90.143862,0.0658134032244901,37.83,183972,0.58,10.1 2013,Yunnan,11832.31,9.37858920418264,29767900,17.2089411896909,137.5,0.0116207232569126,35773,3.5773,0.000302333187686935,23619,1.99614445530923,1.68,0.518793793415168,24.4,3.19458313229916,66.31,52.37,16039.97,87.62,59.31,38.68951562,156583,1.43,50.03,285.7,6804,8.82526595351575,9621.8,9.17178663634393,159.59,1024.5678,98.7,633.654,0.140143539173669,40.48,420003,0.67,10 2014,Shanghai,23567.7,10.0676324094972,45855500,17.6410057058521,150.2,0.0063731293253054,17723,1.7723,7.52003801813499e-5,77983,3.30889310369701,1.06,0.0582689081239758,17.8,2.87919845729804,18.81,33.28,1924.79,100,97.51,14.17,221160,73.27,10.74,13.6,50488,10.8294909632641,6016.43,8.70224933913921,2102.77,13499.7834,2563.45,16457.349,1.27110971371835,89.6,5924481,3.66,13.9 2014,Jiangsu,65088.32,11.083500395817,182013300,19.0195903192942,252.8,0.00388395337289394,187580,18.758,0.000288193027566236,192229,2.9533563010998,1.35,0.300104592450338,48.5,3.88156379794344,90.47,123.26,10924.73,98.1,95.81,76.37,601158,27.51,15.8,53,200032,12.2062326327315,41552.75,10.6347189834123,3418.69,21947.9898,2218.93,14245.5306,0.556067822921224,65.21,5431585,2.54,11.6 2014,Zhejiang,40173.03,10.6009511539336,75217000,18.1358878272013,177.6,0.00442087639393892,100887,10.0887,0.000251131169344209,117831,2.93308719805302,1.18,0.165514438477573,67.6,4.21360798304892,57.4,68.79,4541.72,100,95.64,37.97,418262,10.91,59.07,19.9,188544,12.1470866803822,23554.76,10.0670832021627,2733.29,17547.7218,817.9,5250.918,0.567511083928695,64.87,872527,2.26,11.6 2014,Anhui,20848.75,9.94504927339138,36629985,17.4163777252545,108.1,0.00518496312728581,57450,5.745,0.000275556088494514,50339,2.41448528089214,2.06,0.72270598280149,17.6,2.86789890204411,49.3,80.73,12000,99.5,87.13,65.28,272313,7.46,27.53,45.5,48380,10.786841784164,21256.3,9.96440860100208,314.9,2021.658,177.8,1141.476,0.151718160561185,49.15,1698313,1.89,10.5 2014,Jiangxi,15714.63,9.66234740457015,26809635,17.1042718957965,46.5,0.00295902607951953,85836,8.5836,0.00054621712378847,22576,1.4366230703491,1.47,0.385262400790645,12.3,2.50959926237837,53.44,54.01,10821.21,93.1,82.31,46.23,208289,5.45,60.01,129,13831,9.53466772862471,14677,9.5940369216112,320.4,2056.968,107.5,690.15,0.17481277001113,50.22,507593,0.97,11 2014,Hubei,27379.22,10.2175396104892,40960000,17.5281065386955,78.5,0.00286713792430902,42211,4.2211,0.000154171667417845,40019,1.46165595659774,1.16,0.148420005118273,26.3,3.26956893918372,58.38,58.02,8006.35,90.2,76.54,50.4,301704,7.77,38.4,101.7,28290,10.2502636642956,24303.05,10.0983571358557,266.46,1710.6732,164.18,1054.0356,0.100978362422304,55.67,5806801,1.87,11.5 2014,Hunan,27037.32,10.2049734128189,22627900,16.9346942161319,28.6,0.00105779714853395,56904,5.6904,0.000210464646643972,46809,1.73127366173866,0.79,-0.23572233352107,17.3,2.85070650150373,62.37,55.28,6933.77,99.7,85.51,49.62,309960,4.81,47.77,131,26637,10.1900565057004,21950.77,9.99655749761469,200.2348,1285.507416,110.038,706.44396,0.0736741428514365,49.28,979342,1.36,11.7 2014,Chongqing,14262.6,9.56539600553927,19220200,16.7714723672795,70.8,0.00496403180345799,36826,3.6826,0.000258199767223367,110933,7.77789463351703,1.18,0.165514438477573,5,1.6094379124341,52.69,35.5,3067.78,99.2,84.49,22.61,145822,2.51,38.43,83.8,24312,10.0987253345966,13224,9.48978863950086,634.09,4070.8578,320.41,2057.0322,0.429647469605822,59.6,1562007,1.42,10.8 2014,Sichuan,28536.66,10.2589448554508,30610700,17.2368601790038,116.8,0.00409298074827257,56692,5.6692,0.000198663753922148,46662,1.63515982599225,1.01,0.00995033085316809,23.2,3.14415227867226,79.64,58.54,14246.37,95.4,87.29,42.86,331277,3.61,35.22,829.8,47120,10.7604528183255,23577.5,10.068048146418,448.3913,2878.672146,253.6384,1628.358528,0.157938268669143,46.3,1990506,1.57,10.7 2014,Guizhou,9266.39,9.13414915444981,21309000,16.8746400766481,67.9,0.00732755690187873,41991,4.1991,0.000453153817182312,19160,2.06768763240054,1.84,0.609765571620894,18.5,2.91777073208428,92.58,49.11,7394.22,93.3,74.4,37.79,110912,1.19,37.09,89,10107,9.22098353207466,9025.75,9.10783688224133,93.9726,603.304092,13.7407,88.215294,0.0746266222336854,40.01,200392,0.6,10 2014,Yunnan,12814.59,9.45833964452904,31567300,17.2676323326449,71.2,0.0055561668379558,34721,3.4721,0.00027094897300655,28315,2.20959078675166,1.19,0.173953307123438,24.4,3.19458313229916,63.67,49.89,14480.63,92.5,58.4,36.68,157544,1.43,50.03,283.2,8124,9.00257792270028,11073.4,9.31230111495065,188.02,1207.0884,108.2,694.644,0.148403686735198,41.73,479233,0.67,10 2015,Shanghai,25123.45,10.1315569519161,55195000,17.8263829274346,90.3,0.00359425158566996,23831,2.3831,9.48556030322269e-5,79152,3.15052271881449,0.88,-0.127833371509885,21.2,3.05400118167797,17.08,30.06,1868,100,96.15,12.07,224147,73.27,10.74,13.6,60623,11.0124296380049,6352.7,8.75663519836657,1969.69,12645.4098,2547.64,16355.8488,1.15435016289562,87.6,6637838,3.73,13.8 2015,Jiangsu,70116.38,11.1579117119181,178416000,18.9996284601873,438.2,0.00624960957767643,170940,17.094,0.000243794673940668,201905,2.87956965262611,1.36,0.307484699747961,62.2,4.13035499974513,83.51,106.76,10701,100,96.35,65.45,621303,27.51,15.8,53,250290,12.4303755245642,45905.17,10.7343330258712,3386.6822,21742.499724,2069.4533,13285.890186,0.499574991036331,66.52,5729178,2.57,12 2015,Zhejiang,42886.49,10.666312136904,85490500,18.2639158166226,161.5,0.00376575467006043,82643,8.2643,0.000192701710958393,120524,2.8103022653521,1.03,0.0295588022415444,58.6,4.07073469658297,53.78,60.77,4486,99.2,95.51,33.02,433822,10.91,59.07,20,234983,12.3672684500841,26664.72,10.1910966223233,2763.32,17740.5144,707,4538.94,0.519498200948597,65.8,980966,2.36,11.9 2015,Anhui,22005.63,9.99905360869222,40122286,17.5074424984976,97.1,0.00441250716293967,53010,5.301,0.000240892898771814,85157,3.86978241477295,2,0.693147180559945,17.9,2.88480071284671,48.01,72.1,13059,99.6,89.02,54.59,280626,7.46,27.53,45.8,59039,10.9859535214615,23803.93,10.0776059720782,331.1424,2125.934208,156.9384,1007.544528,0.142394411611937,50.5,1904669,1.96,10.5 2015,Jiangxi,16723.78,9.72458693764226,30218303,17.2239583583678,63.6,0.00380296798929429,83618,8.3618,0.000499994618441525,20438,1.2220921346729,1.41,0.343589704390077,14.8,2.69462718077007,52.81,49.27,10777,94.5,80.97,48.06,223232,5.45,60.01,122.6,24161,10.0924950419207,16993.9,9.74060973511637,332.7,2135.934,93.4,599.628,0.163573187401413,51.62,648484,1.04,11 2015,Hubei,29550.19,10.2938454525936,47050000,17.6667214239957,78.5,0.0026564973017094,51642,5.1642,0.000174760297649524,55398,1.8747087582178,0.84,-0.174353387144778,15.8,2.76000994003292,55.14,51.45,7750,91.5,67.41,44.7,313785,7.77,38.4,105,38781,10.5656857149521,26086.42,10.169170151391,292.2,1875.924,163.8,1051.596,0.0990694137668827,56.85,7893407,1.9,11.4 2015,Hunan,28902.21,10.271673341765,25154300,17.0405394140507,350.1,0.0121132605430519,52123,5.2123,0.000180342610478576,51853,1.7940842586086,1.86,0.62057648772511,26.1,3.26193531432865,59.55,49.69,7126,99.8,83,45.45,314107,4.81,47.77,130.9,34075,10.4363192565647,25954.27,10.1640914222638,191.7288,1230.898896,101.9392,654.449664,0.0652319860661174,50.89,1050578,1.43,11.3 2015,Chongqing,15717.27,9.6625153867797,21548300,16.8858074850914,38.2,0.00243044752682877,39147,3.9147,0.000249069972075303,111456,7.09130784162898,0.88,-0.127833371509885,6,1.79175946922805,49.58,32.07,2828,98.6,84.45,20.91,149799,2.51,38.43,82.7,38914,10.5691093620313,15480,9.64730414714372,551.9,3543.198,192.87,1238.2254,0.304214625058932,60.94,572366,1.57,11.2 2015,Sichuan,30053.1,10.3107210960403,33554400,17.3286785603239,70.8,0.00235583018058037,49261,4.9261,0.000163913206957019,44506,1.48091211888291,0.72,-0.328504066972036,11.8,2.46809953147162,71.76,52.59,12316,96.8,90.37,41.26,341607,3.61,35.22,828.6,64953,11.0814192104085,24965.56,10.1252525540871,330.929,2124.56418,180.9566,1161.741372,0.10934996895495,47.69,2823202,1.67,10.5 2015,Guizhou,10502.56,9.25937431595271,22918200,16.9474419126954,39.1,0.00372290184488353,36926,3.6926,0.000351590469371277,19654,1.87135327005987,1.31,0.27002713721306,10.7,2.37024374146786,85.3,41.91,7055,93.8,67.03,28.56,112803,1.19,37.09,89.3,14115,9.55499334068759,10945.54,9.30068734633698,99.4862,638.701404,22.7279,145.913118,0.0747069782986243,42.01,259626,0.59,9.6 2015,Yunnan,13619.17,9.51923363805218,32500200,17.2967568011272,49.2,0.00361255495011811,18193,1.8193,0.000133583764649388,25387,1.86406366907822,1.03,0.0295588022415444,21.6,3.07269331469012,58.37,44.94,14109,90,72.97,31.26,173333,1.43,50.03,287.3,11658,9.3637479186055,13069.39,9.4780281337617,166.26,1067.3892,79.01,507.2442,0.115618896012018,43.33,518364,0.8,9.9 2016,Shanghai,28178.65,10.2463198779886,64061300,17.9753509954142,95.2,0.00337844431865969,35225,3.5225,0.000125005988576458,1359,0.0482280024060769,0.73,-0.3147107448397,51.9,3.94931879017184,7.42,16.63,1680,100,95.7,7.95,220759,73.27,10.74,13.7,64230,11.0702256702518,6755.88,8.8181685157806,1834.67,11778.5814,2503.38,16071.6996,0.988346886738719,87.9,7809858,3.82,13.8 2016,Jiangsu,77388.28,11.2565906269238,194644800,19.0866869170479,237.6,0.00307023234009077,223380,22.338,0.000288648358640352,3616,0.0467254214720885,0.99,-0.0100503358535015,74.8,4.31481788498043,57.01,93.03,11649,99.9,92.76,47.17,616624,27.51,15.8,53.6,231033,12.3503158364437,49370.85,10.8071154480381,3193.4422,20501.898924,1902.6827,12215.222934,0.42276584849799,67.72,6356425,2.66,12.2 2016,Zhejiang,47251.36,10.7632367155764,92249000,18.3400020007178,290.3,0.00614373850826728,93095,9.3095,0.000197020784163673,3786,0.0801246778928691,1.38,0.322083499169113,60.2,4.09767235231478,26.84,38.04,4263,100,91.4,18.23,430857,10.91,59.07,21.2,221456,12.3079792031365,29571,10.2945494303335,2678.64,17196.8688,686.4,4406.688,0.457204973571131,67,1983716,2.43,12 2016,Anhui,24407.62,10.1026506576093,43731840,17.5935869988817,121.6,0.00498205068744925,56198,5.6198,0.000230247766885915,1122,0.0459692505864972,2.04,0.712949807856125,41.5,3.72569342723665,28.16,50.76,12653,99.9,84.59,32.13,240666,7.46,27.53,51.3,60983,11.01835041579,27033.4,10.2048284175236,284.8375,1828.65675,158.9615,1020.53283,0.116733609421976,51.99,2173748,1.97,10.5 2016,Jiangxi,18499,9.82547195555139,31430214,17.263280217532,124.7,0.00674090491377912,77582,7.7582,0.00041938483161252,1862,0.100654089410238,1.69,0.524728528934982,10.4,2.34180580614733,27.69,41.93,12665,95,74.62,33.31,221092,5.45,60.01,122.6,31472,10.3568535406288,19694.2,9.88807945513345,298.7,1917.654,102.4,657.408,0.139200064868371,53.1,790077,1.13,11 2016,Hubei,32665.38,10.3940710804538,49740000,17.7223199963395,105,0.00321441232277108,59723,5.9723,0.00018283271157415,1439,0.0440527555473103,1.42,0.350656871613169,36.9,3.60821155104648,28.56,39.14,8193,95.8,65.55,27.58,274787,7.77,38.4,105.9,41822,10.6411777958467,30011.7,10.3093425846141,260.7,1673.694,133.2,855.144,0.0774164574237312,58.1,9038371,1.86,11.4 2016,Hunan,31551.37,10.3593722901645,26978800,17.1105619303641,53.8,0.00170515575076455,49299,4.9299,0.000156249950477586,1633,0.0517568650743217,0.64,-0.446287102628419,12.7,2.54160199346455,34.68,42.06,5320,99.9,85.24,26.21,298757,4.81,47.77,131.5,34050,10.4355853115777,27688.45,10.2287706377113,181.7002,1166.515284,87.1,559.182,0.054694844756345,52.75,1056287,1.5,11.5 2016,Chongqing,17740.59,9.78361051348415,22279100,16.9191595772344,46,0.00259292391064784,40267,4.0267,0.000226976667630558,883,0.0497728655022184,0.81,-0.210721031315653,3.7,1.30833281965018,28.83,21.77,2344,100,76.9,9.58,202061,2.51,38.43,82.7,42738,10.6628437332064,15932,9.67608494430153,406.9,2612.298,220.77,1417.3434,0.227142468204271,62.6,1471870,1.72,11.2 2016,Sichuan,32934.54,10.4022772340727,33888500,17.3385862817598,67.9,0.00206166535193751,56138,5.6138,0.000170453268817479,1833,0.0556558555243219,0.88,-0.127833371509885,11.6,2.45100509811232,48.83,45.1,11765,98.6,85.74,27.27,352826,3.61,35.22,829.9,62445,11.0420414482972,28812,10.2685472460093,279.5498,1794.709716,213.9443,1373.522406,0.0961978555644014,49.21,2993006,1.72,10.6 2016,Guizhou,11776.73,9.37388082953646,24093500,16.9974526525392,18.7,0.00158787711019952,43898,4.3898,0.000372752028788976,655,0.0556181554642078,1.01,0.00995033085316809,5.7,1.7404661748405,64.71,37.39,7753,94.7,60.63,20.43,100720,1.19,37.09,89.5,10425,9.251962046667,13204,9.48827509297308,47.4279,304.487118,9.5682,61.427844,0.0310710156384667,44.15,204437,0.63,9.6 2016,Yunnan,14788.42,9.60159972105976,32049500,17.2827921405852,62.8,0.00424656589412527,21846,2.1846,0.000147723691915702,1100,0.0743825236232133,0.99,-0.0100503358535015,12.7,2.54160199346455,52.62,44.69,13122,93,63.38,24.76,181089,1.43,50.03,288.3,12032,9.39532504618962,16119.4,9.68777879452423,115.82,743.5644,84.17,540.3714,0.0868203499765357,45.03,582559,0.89,9.9 2017,Shanghai,30632.99,10.3298328117783,66422600,18.0115479179826,18.1,0.000590866252363873,65184,6.5184,0.000212790197757385,8463,0.276270778660523,0.53,-0.63487827243597,44.8,3.80220813942094,1.46,22.19,1789,100,94,4.7,211951,73.27,10.74,13.7,72806,11.1955536483711,7246.6,8.88828767233276,13120.31,84232.3902,2824.42,18132.7764,3.34166421886992,87.7,8106177,4,14.2 2017,Jiangsu,85869.76,11.3605870087401,211257700,19.1685892732414,307,0.00357518176363833,248151,24.8151,0.000288985319162415,138000,1.60708496215664,0.83,-0.186329578191493,44.8,3.80220813942094,38.32,103.68,13610,100,93.81,39.08,575196,27.51,15.8,53.6,227187,12.3335287458822,53000.21,10.8780511547906,3632.9814,23323.740588,2278.4045,14627.35689,0.441961145320541,68.76,7784223,2.63,12.2 2017,Zhejiang,51768.26,10.8545324991322,103001600,18.4502550800538,131.9,0.00254789324578419,80909,8.0909,0.000156290746492156,97357,1.88063110485073,0.87,-0.139262067333508,36.9,3.60821155104648,11.4,48.86,5656,100,93.22,15.34,453935,10.91,59.07,21.2,213805,12.272819663642,31125.99,10.3457984404901,2868.9,18418.338,910.0594,5842.581348,0.468644674323611,68,3247310,2.45,12.2 2017,Anhui,27018,10.2042585895296,48576000,17.6986401397374,109.8,0.00406395736175883,63507,6.3507,0.00023505440817233,7645,0.282959508475831,1.84,0.609765571620894,25.9,3.25424296870549,20.97,70.5,14068,99.9,92.27,28.08,233838,7.46,27.53,50.6,58213,10.9718639764743,28816.37,10.2686989074221,304.8164,1956.921288,231.5443,1486.514406,0.127449688874084,53.49,2495697,2.05,10.5 2017,Jiangxi,20006.31,9.90380300277647,34477200,17.3558087939658,65.7,0.00328396390938659,84375,8.4375,0.000421741940417798,14679,0.733718511809524,1.52,0.418710334858185,10.6,2.36085400111802,32.17,49.8,12406,97.6,69.35,27.95,189362,5.45,60.01,122.4,33029,10.4051412424194,21770,9.98828815422859,326.9,2098.698,117.8044,756.304248,0.142705088944438,54.6,962096,1.23,11 2017,Hubei,35478.09,10.476670601829,32483200,17.2962335905722,112.6,0.00317378979533566,76231,7.6231,0.000214867824057045,1137,0.0320479484662224,1.19,0.173953307123438,17.5,2.86220088092947,18.07,49,10746,99.9,64.53,18.8,272694,7.77,38.4,106.3,46369,10.7443864114855,31872.57,10.3695010442606,305,1958.1,158.0938,1014.962196,0.0837999507865277,59.3,10330773,1.92,11.4 2017,Hunan,33902.96,10.431257605191,27578200,17.132536163515,49.2,0.00145120072111698,52102,5.2102,0.000153679796690318,3357,0.099017902861579,0.63,-0.462035459596559,8.6,2.15176220325946,22.82,56.75,6016,99.8,87.24,20.71,300563,4.81,47.77,122.5,37916,10.5431284655729,31328.08,10.3522700989531,231.72,1487.6424,128.7,826.254,0.0682505716315036,54.62,2031915,1.64,11.7 2017,Chongqing,19424.73,9.87430227552535,22523800,16.9300830858997,72.7,0.00374265176401422,40337,4.0337,0.00020765797002069,665,0.0342347100834864,1.14,0.131028262406404,6.1,1.80828877117927,12.89,25.77,2496,99.4,70,8.33,200677,2.51,38.43,80.2,34780,10.4567977879083,17441,9.76657903526867,426,2734.92,1624.54,10429.5468,0.677716848573957,64.08,513581,1.87,11.3 2017,Sichuan,36980.22,10.5181384540851,35779900,17.3928968411835,75.2,0.00203351954098705,65411,6.5411,0.000176881046137638,44104,1.1926375776023,0.83,-0.186329578191493,12.7,2.54160199346455,26.38,64.71,15221,98.5,89.01,22.4,362438,3.61,35.22,830.1,64006,11.0667321079476,31235.89,10.3493230331987,375.5,2410.71,305.5283,1961.491686,0.118230818691722,50.79,4058307,1.72,10.6 2017,Guizhou,13540.83,9.5134648444398,26483100,17.0920173516674,125.4,0.00926087987220872,49461,4.9461,0.000365273029792118,18910,1.39651705249974,1.6,0.470003629245736,5.3,1.66770682055808,40.7,41.63,10671,95.2,51.41,19.68,118017,1.19,37.09,89.4,12559,9.43819281901813,15288.01,9.63482414002769,57.9371,371.956182,23.686,152.06412,0.0386992748598129,46.02,807409,0.71,9.7 2017,Yunnan,16376.34,9.70359288921646,33920800,17.3395389535155,35.5,0.00216776153890308,20286,2.0286,0.000123873832614614,262,0.0159986907941579,0.86,-0.150822889734584,6,1.79175946922805,26.49,43.81,17115,92.7,58.78,22.42,185112,1.43,50.03,288.2,14230,9.5631076910839,18474.89,9.8241677918068,114.3,733.806,119.64,768.0888,0.0917112614906627,46.69,847625,0.95,10 2018,Shanghai,32679.87,10.3945145709979,71081500,18.0793376640106,,,,,,,,,,44.8,3.80220813942094,,,,100,,,,,14.04,,92460,11.4345313975422,,,2071.7,13300.314,3084.79,19804.3518,1.01299869919923,88.1,12251857,4.16,14.3 2018,Jiangsu,92595.4,11.4359947433745,86301600,18.2733586958586,,,,,,,,,,44.8,3.80220813942094,,,,100,,,,,15.2,,306996,12.6345899971685,,,4040.4,25939.368,2599.99,16691.9358,0.460404121587033,69.61,9914475,2.7,12.3 2018,Zhejiang,56197.15,10.9366213228521,65982100,18.0048940510848,,,,,,,,,,36.9,3.60821155104648,,,,100,,,,,59.43,,284621,12.558913749688,,,3211.5,20617.83,1112.1009,7139.687778,0.493931058389972,68.9,5906641,2.57,12.3 2018,Anhui,30006.82,10.3091799681413,30486700,17.2328010808996,,,,,,,,,,25.9,3.25424296870549,,,,100,,,,,28.65,,79747,11.2866144023847,,,362.1,2324.682,267.6506,1718.316852,0.13473599841636,54.69,3213131,2.16,10.7 2018,Jiangxi,21984.78,9.99810567474201,23730100,16.9822548424781,,,,,,,,,,10.6,2.36085400111802,,,,100,,,,,61.16,,52819,10.8746262534493,,,339.6,2180.232,142.2758,913.410636,0.140717470722927,56.02,1158231,1.41,11.2 2018,Hubei,39366.55,10.5806717499228,33070800,17.3141612757751,,,,,,,,,,17.5,2.86220088092947,,,,100,,,,,39.61,,64106,11.0682932422724,,,340.9,2188.578,186.9154,1199.996868,0.0860775167750285,60.3,12040937,2.09,11.5 2018,Hunan,36425.78,10.5030320446982,28608400,17.1692109389605,,,,,,,,,,8.6,2.15176220325946,,,,100,,,,,49.69,,48957,10.798697640799,,,305.7434,1962.872628,159.555,1024.3431,0.0820082844622682,56.02,2816126,1.81,11.7 2018,Chongqing,20363.19,9.92148413815571,22655400,16.9359087920741,,,,,,,,,,6,1.79175946922805,,,,100,,,,,43.11,,45688,10.7295909603447,,,513.8,3298.596,276.3691,1774.289622,0.249120379567249,65.5,1883529,2.01,11.5 2018,Sichuan,40678.13,10.613445880571,39110100,17.4818913036192,,,,,,,,,,12.7,2.54160199346455,,,,99.3,,,,,38.03,,87372,11.3779301441827,,,504,3235.68,395.3901,2538.404442,0.141945670609736,52.29,9967010,1.81,10.5 2018,Guizhou,14806.45,9.60281817562507,17268500,16.6643945905313,,,,,,,,,,5.3,1.66770682055808,,,,96.1,,,,,43.77,,19456,9.87591078476589,,,51.2339,328.921638,24.7947,159.181974,0.0329656070158613,47.52,1710975,0.82,9.8 2018,Yunnan,17881.12,9.79150068658674,19943500,16.8084138336747,,,,,,,,,,6,1.79175946922805,,,,98.2,,,,,55.04,,20340,9.92034466960255,,,128.1,822.402,170.83,1096.7286,0.107327203217696,47.81,894879,1.05,10.1 2019,Shanghai,38155.3,10.5494199523583,,,,,,,,,,,,29.9,3.39785848039664,,,,100,,,,,,,,,,,,,,,,88.3,14223539,, 2019,Jiangsu,99631.5,11.5092336586317,,,,,,,,,,,,60,4.0943445622221,,,,100,,,,,,,,,,,,,,,,70.61,14715193,, 2019,Zhejiang,62351.7,11.0405462161735,,,,,,,,,,,,34.1,3.52929738428947,,,,100,,,,,,,,,,,,,,,,70,8880078,, 2019,Anhui,37114,10.5217495359043,,,,,,,,,,,,27,3.29583686600433,,,,100,,,,,,,,,,,,,,,,55.81,4496068,, 2019,Jiangxi,24757.5,10.1168837523955,,,,,,,,,,,,20.1,3.00071981506503,,,,100,,,,,,,,,,,,,,,,57.42,1486137,, 2019,Hubei,45828.3,10.7326570832084,,,,,,,,,,,,13.4,2.59525470695687,,,,100,,,,,,,,,,,,,,,,61,14298358,, 2019,Hunan,39752.1,10.5904179488757,,,,,,,,,,,,5.5,1.70474809223843,,,,100,,,,,,,,,,,,,,,,57.22,4906932,, 2019,Chongqing,23605.8,10.0692477235309,,,,,,,,,,,,3.8,1.33500106673234,,,,88.8,,,,,,,,,,,,,,,,66.8,566518,, 2019,Sichuan,46615.8,10.7496948184413,,,,,,,,,,,,12.3,2.50959926237837,,,,99.8,,,,,,,,,,,,,,,,53.79,12119539,, 2019,Guizhou,16769.3,9.72730511274153,,,,,,,,,,,,9,2.19722457733622,,,,96.6,,,,,,,,,,,,,,,,49.02,2271758,, 2019,Yunnan,23223.8,10.0529328938865,,,,,,,,,,,,11.9,2.47653840011748,,,,99.8,,,,,,,,,,,,,,,,48.91,827040,,