mesa/input_data/input_firm_data/Firm_amended.csv

Code,原材料,库存商品,设备数量,Revenue,Total Employees (People),Type_Region,Self-supply Business (Yes/No),Revenue_Log,production_output,demand_quantity
0,181.81,641.66,728.05,87929.36,201,Rural,Yes,11.384289043829558,375.805,273.181
1,563.58,957.81,555.95,87873.23,953,Rural,Yes,11.383650486662598,501.595,232.358
2,580.85,890.49,437.24,69639.0,578,Rural,Yes,11.151080034215557,478.724,188.085
3,973.37,993.31,468.34,44580.21,997,Suburban,No,10.705045317561336,435.834,373.337
4,241.84,285.02,483.51,21252.13,808,Urban,Yes,9.96421240462346,158.351,405.184
5,368.0,315.75,525.42,94743.97,578,Urban,No,11.458933479758539,245.542,332.8
6,889.86,353.18,223.03,67882.65,79,Rural,No,11.12553575806758,284.303,494.986
7,203.75,914.91,971.29,55768.34,195,Urban,Yes,10.92896160383392,240.129,212.375
8,243.51,639.94,849.47,74211.92,860,Suburban,Yes,11.21468006315341,248.947,135.351
9,835.96,867.4,182.11,28603.45,850,Suburban,Yes,10.261282618903437,364.211,188.596
10,689.06,935.11,679.15,81506.9,63,Rural,Yes,11.308442958221967,543.915,395.906
11,729.56,823.94,570.66,39513.14,817,Urban,Yes,10.584388553798581,217.066,382.956
12,743.22,796.77,994.43,35647.21,628,Suburban,No,10.481426161910335,335.443,259.322
13,434.41,627.26,640.54,95550.17,312,Urban,Yes,11.467406728840045,521.054,465.44100000000003
14,218.51,265.34,831.5,74163.89,575,Rural,Yes,11.214032653017249,336.15,349.851
15,324.18,651.97,628.53,65263.67,976,Urban,No,11.086190805158187,277.853,474.418
16,263.97,560.28,936.33,71442.85,281,Urban,Yes,11.176653108371672,423.63300000000004,356.397
17,826.3,337.48,354.44,39720.11,636,Suburban,No,10.589612887540975,428.444,310.63
18,157.45,801.45,438.72,53164.35,586,Suburban,No,10.881143337921856,440.872,342.745
19,857.4,256.3,336.24,26539.89,962,Rural,No,10.186404163190344,193.624,348.74
20,818.54,756.38,396.87,31441.28,520,Rural,Yes,10.355876958182606,502.687,570.854
21,403.99,705.79,826.47,56932.63,390,Suburban,Yes,10.949623917962214,518.647,434.399
22,685.33,651.77,178.3,84452.8,774,Rural,No,11.343948077399748,285.83,399.533
23,822.29,347.16,496.38,39599.95,563,Rural,No,10.586583134615513,316.638,484.229
24,974.83,177.56,867.46,40712.78,330,Suburban,No,10.614297327055466,225.746,440.483
25,439.19,804.07,984.96,84754.7,164,Rural,Yes,11.347516480932141,350.496,198.91899999999998
26,792.91,452.82,968.22,20146.61,937,Urban,No,9.910791315007794,260.822,471.291
27,760.28,342.11,403.48,72939.31,272,Rural,Yes,11.19738300448793,395.348,563.028
28,138.05,932.66,775.93,18503.91,344,Urban,Yes,9.825737340086217,444.59299999999996,196.805
29,149.76,537.24,492.6,32927.81,570,Rural,Yes,10.402072868451919,215.26,185.976
30,979.46,249.46,491.61,82109.54,129,Urban,No,11.315809488446245,268.161,231.946
31,338.04,911.44,390.13,63876.58,147,Rural,Yes,11.064708063012214,445.013,336.804
32,650.75,215.55,536.88,85274.44,583,Rural,No,11.353630040276132,270.688,561.075
33,198.36,555.99,513.68,18940.55,820,Urban,Yes,9.849060405389194,256.368,445.836
34,928.72,675.62,330.83,75800.87,320,Rural,No,11.235865049137155,256.08299999999997,216.872
35,980.62,893.25,371.57,54696.03,854,Urban,Yes,10.909546408079658,439.157,382.062
36,816.55,334.59,506.43,55963.31,690,Rural,Yes,10.932451576422585,428.64300000000003,375.655
37,811.93,613.86,689.11,42557.86,823,Rural,Yes,10.658619840796458,276.911,537.193
38,233.05,373.08,577.32,80566.43,530,Urban,Yes,11.296837340493292,277.732,518.305
39,809.83,356.18,755.38,99458.16,457,Suburban,Yes,11.507492332198147,369.538,550.983
40,621.2,522.25,595.01,87316.4,661,Suburban,No,11.37729358214565,526.501,367.12
41,907.65,730.64,830.85,30436.2,310,Urban,No,10.323387968440548,203.085,361.765
42,220.93,688.61,996.21,41344.79,794,Suburban,Yes,10.629701694931855,413.621,374.093
43,117.81,576.3,264.84,15830.0,784,Rural,Yes,9.669662152875057,374.484,182.781
44,830.95,800.85,102.52,13639.33,635,Rural,Yes,9.520712809956411,392.252,355.095
45,675.16,304.52,977.42,47128.26,762,Urban,No,10.760628100076477,206.742,370.51599999999996
46,361.35,271.19,922.51,62800.89,766,Suburban,Yes,11.047724524330391,504.251,534.135
47,277.52,628.81,310.08,19127.61,666,Rural,No,9.858888119971708,422.008,183.752
48,768.86,962.58,169.23,82513.95,709,Rural,No,11.320722648937608,324.923,553.886
49,640.49,256.78,477.52,96026.28,989,Urban,Yes,11.472377182987278,228.752,202.049
50,703.49,572.21,670.69,41241.23,374,Urban,No,10.627193763098349,467.069,490.349
51,603.88,740.35,384.55,65698.37,790,Urban,Yes,11.092829394423687,170.45499999999998,362.388
52,972.13,799.44,927.28,95157.56,935,Urban,Yes,11.463289323062517,397.728,491.21299999999997
53,193.37,697.4,243.1,98193.26,605,Suburban,Yes,11.494692856549156,390.31,426.337
54,849.98,196.48,927.78,83414.35,973,Suburban,Yes,11.33157563589593,293.778,382.998
55,953.18,770.12,207.4,55392.45,498,Suburban,No,10.922198581859748,202.74,563.318
56,381.56,998.22,860.09,62313.91,335,Suburban,Yes,11.039939954331839,382.009,207.156
57,644.79,521.74,355.78,75289.45,713,Urban,No,11.229095297730488,402.578,291.479
58,505.59,860.44,789.47,25900.97,585,Urban,Yes,10.162035698723782,182.947,406.55899999999997
59,369.43,872.67,895.61,63241.28,675,Rural,No,11.05471253147278,416.56100000000004,423.943
60,419.27,513.8,452.13,51223.88,838,Urban,No,10.843961108544011,309.213,205.927
61,196.58,924.12,338.96,28298.88,859,Rural,No,10.250577506876448,457.896,364.658
62,890.61,305.66,713.32,50412.81,282,Rural,Yes,10.828000588431252,299.332,397.06100000000004
63,234.83,181.61,104.55,15073.36,361,Suburban,No,9.62068422629099,279.455,271.483
64,889.35,562.21,116.14,77654.42,784,Rural,Yes,11.260023749043118,337.614,523.935
65,179.85,369.62,180.93,69888.63,840,Suburban,Yes,11.15465825404697,422.093,247.985
66,238.0,309.39,564.85,51633.14,940,Suburban,Yes,10.851918993378646,537.485,205.8
67,178.8,934.8,898.22,45553.24,99,Rural,Yes,10.726637030784127,430.822,281.88
68,705.91,321.96,196.64,34943.76,857,Suburban,Yes,10.461495190949123,241.664,257.591
69,417.35,650.65,516.24,40390.81,873,Rural,Yes,10.606357562825298,329.624,242.735
70,143.56,132.64,319.8,31165.9,509,Suburban,Yes,10.347079827375628,418.98,503.356
71,636.49,620.16,375.48,35974.77,861,Urban,Yes,10.49057313840643,260.548,295.649
72,356.74,585.65,467.6,32974.8,250,Rural,Yes,10.403498912366212,538.76,409.674
73,647.81,566.75,659.68,37617.13,524,Suburban,No,10.535214810736983,263.96799999999996,300.781
74,263.94,828.9,574.78,76153.93,410,Urban,Yes,11.240511965658731,438.478,361.394
75,905.98,734.15,692.96,13377.47,651,Urban,Yes,9.501327227611464,363.296,469.598
76,292.05,243.65,522.28,49923.72,529,Urban,Yes,10.81825151949766,482.228,350.205
77,393.86,999.51,735.64,12433.38,415,Urban,No,9.42814007030796,535.564,303.386
78,517.7,326.34,529.63,54028.27,874,Urban,Yes,10.89726270707692,230.963,504.77
79,498.02,282.95,933.3,25192.21,482,Rural,No,10.134290098725792,280.33,480.802
80,199.15,401.59,289.82,22092.58,672,Rural,No,10.002997084523999,486.98199999999997,202.915
81,954.83,314.75,347.98,67309.26,972,Urban,Yes,11.117053099035545,248.798,465.483
82,338.55,394.23,140.73,31921.77,182,Suburban,Yes,10.371043501154208,385.073,275.855
83,120.84,244.32,962.47,37341.68,855,Suburban,Yes,10.527865408049326,263.247,117.084
84,941.7,232.22,840.66,64891.57,371,Urban,Yes,11.08047300211371,269.06600000000003,476.17
85,643.17,912.04,990.06,86883.99,914,Rural,Yes,11.372329059527587,355.006,411.317
86,678.76,791.29,717.2,69956.18,334,Rural,Yes,11.155624325011686,384.72,515.876
87,231.47,396.41,659.0,13992.44,602,Rural,No,9.546272462744886,549.9,495.147
88,784.71,953.34,450.9,93706.25,760,Rural,No,11.447920168243213,519.09,365.471
89,113.94,508.95,223.49,39526.07,935,Rural,Yes,10.584715733184998,353.349,172.394
90,606.5,550.16,774.11,21875.64,57,Rural,Yes,9.99312896794069,516.4110000000001,309.65
91,447.17,663.18,423.41,23303.28,170,Rural,Yes,10.056349402178457,240.341,366.717
92,611.27,585.54,959.77,76513.0,513,Rural,No,11.245215940017895,440.977,300.127
93,902.52,379.67,796.35,51981.86,591,Urban,Yes,10.858650090548744,281.635,361.252
94,301.42,490.92,480.54,26329.43,179,Rural,Yes,10.178442603946115,409.054,406.142
95,819.3,826.17,491.49,90948.99,995,Suburban,No,11.418054078881859,240.149,414.93
96,911.38,265.66,592.57,20074.86,870,Rural,Yes,9.907223564942575,423.257,283.13800000000003
97,779.57,543.64,929.73,14326.93,833,Rural,Yes,9.56989626200163,460.973,351.957
98,153.96,660.67,354.21,83007.2,745,Urban,No,11.326682630004385,318.421,433.396
99,932.37,892.01,202.12,60293.69,887,Urban,No,11.00698273379035,210.212,285.23699999999997
100,126.64,832.47,671.04,96563.41,475,Urban,No,11.477955169978017,218.10399999999998,398.664
101,270.89,706.51,300.61,90204.11,749,Suburban,No,11.409830270422843,311.061,477.089
102,482.48,958.61,183.12,43168.79,593,Rural,No,10.67287305943306,471.312,325.248
103,990.28,733.96,469.56,76332.37,994,Rural,No,11.242852373701297,227.95600000000002,261.028
104,388.18,850.49,435.17,32055.5,785,Urban,Yes,10.375224054490317,485.517,453.818
105,984.39,414.52,197.17,33821.73,736,Urban,Yes,10.428858774308102,402.717,293.43899999999996
106,761.21,183.54,281.11,55013.96,260,Rural,Yes,10.915342250190042,481.111,388.121
107,331.91,279.02,877.44,53710.83,362,Urban,No,10.891369936140743,244.744,530.191
108,469.56,264.7,851.26,76110.9,575,Rural,No,11.239946766181669,251.126,345.956
109,971.54,881.07,334.09,58867.43,578,Suburban,Yes,10.983043245557232,199.409,391.154
110,517.61,616.48,893.11,72042.76,787,Rural,No,11.185015110604866,523.311,473.761
111,400.81,368.37,725.7,23609.77,891,Suburban,Yes,10.069415888397208,366.57,175.08100000000002
112,453.79,493.83,974.96,90456.84,167,Rural,Yes,11.412628109854797,411.496,427.379
113,941.13,837.6,410.3,32438.24,520,Suburban,Yes,10.38709325275015,364.03,224.113
114,748.24,400.21,504.45,41249.5,921,Urban,No,10.627394270477243,218.445,541.824
115,133.89,994.03,956.81,87486.73,685,Rural,No,11.379242403701742,341.681,283.389
116,215.17,615.03,922.44,57195.4,479,Suburban,No,10.954228754553641,340.244,150.517
117,273.3,200.4,702.29,91578.5,282,Urban,Yes,11.424951806954867,468.229,389.33
118,727.88,435.23,623.45,88235.21,802,Rural,No,11.387761368682435,467.345,246.788
119,500.21,244.24,743.84,88539.28,213,Urban,Yes,11.391201574335291,198.38400000000001,289.021
120,492.05,549.08,197.37,36497.09,698,Suburban,Yes,10.504987810364897,293.737,524.205
121,242.04,645.31,338.0,15847.92,625,Suburban,No,9.670793540410068,288.8,503.204
122,169.61,943.12,489.47,94776.28,339,Rural,No,11.459274445964661,396.947,284.961
123,997.7,668.06,149.31,85691.25,924,Urban,No,11.358505999023217,249.931,254.77
124,980.24,952.38,156.39,64771.22,488,Urban,Yes,11.078616647880379,249.639,320.024
125,823.52,620.72,152.73,80077.4,167,Urban,Yes,11.290748945929552,183.273,482.352
126,518.56,264.76,894.63,21886.95,544,Urban,Yes,9.99364584778038,392.46299999999997,459.856
127,516.9,541.19,284.53,79221.17,481,Urban,Yes,11.279998840064575,168.453,416.69
128,479.06,821.23,812.31,45671.01,578,Rural,Yes,10.729219021108582,574.231,207.906
129,864.87,370.37,627.0,99571.15,335,Rural,No,11.508627742978986,166.7,538.487
130,106.9,451.78,741.94,84024.35,712,Suburban,Yes,11.338861916770467,338.194,378.69
131,480.63,972.01,956.7,30156.57,517,Suburban,Yes,10.31415808886406,558.67,243.063
132,467.69,512.18,484.88,26439.75,636,Rural,No,10.18262383855027,458.488,496.769
133,338.95,482.23,735.23,65016.58,500,Suburban,Yes,11.082397593274264,225.523,355.895
134,396.97,167.31,970.9,16871.64,796,Urban,Yes,9.73338938480437,501.09000000000003,360.697
135,443.34,726.96,811.81,19889.06,186,Suburban,Yes,9.89792511080162,528.181,533.334
136,900.26,735.27,322.44,73358.44,674,Suburban,Yes,11.203112841709697,335.244,343.026
137,298.84,960.18,833.89,32517.38,521,Rural,Yes,10.38952999461049,355.389,338.884
138,514.11,138.94,403.06,73790.3,600,Rural,No,11.208982565635692,373.306,287.411
139,563.71,895.07,230.42,35866.03,717,Rural,No,10.487545886954793,239.042,317.371
140,233.85,759.24,700.57,65060.34,787,Rural,No,11.083070425958969,232.05700000000002,271.385
141,931.02,738.56,668.2,77652.7,697,Urban,Yes,11.260001599382495,521.82,392.102
142,212.83,695.04,321.17,18167.74,646,Rural,Yes,9.807402772806727,455.117,180.28300000000002
143,924.34,205.86,558.88,52162.63,780,Suburban,Yes,10.86212161710854,425.888,415.43399999999997
144,249.21,863.7,749.47,84617.29,62,Urban,No,11.34589389823535,207.947,349.921
145,726.16,794.73,746.1,62798.43,763,Rural,No,11.047685352143786,310.61,533.616
146,948.13,792.63,192.63,73034.29,730,Suburban,No,11.19868433587119,204.263,380.813
147,270.83,206.89,219.69,13885.75,153,Urban,No,9.53861841340637,288.969,487.08299999999997
148,272.47,649.86,407.02,58794.83,719,Suburban,No,10.981809204851006,230.702,388.247
149,896.82,782.03,746.84,81132.02,590,Suburban,Yes,11.303832983390505,402.68399999999997,300.682
150,589.6,665.02,990.66,34608.49,157,Urban,Yes,10.45185430666866,433.06600000000003,160.96
151,643.56,747.96,727.56,70969.34,259,Urban,No,11.170003231771686,381.756,509.356
152,197.82,825.05,703.02,82097.85,105,Urban,Yes,11.315667107521492,502.302,422.782
153,894.06,451.21,306.92,74212.65,254,Urban,No,11.214689899799728,425.692,541.406
154,543.93,974.84,140.75,83785.49,519,Urban,No,11.336015121119924,288.075,240.393
155,319.43,298.48,775.91,45520.75,824,Rural,Yes,10.725923544938645,469.591,279.943
156,233.39,615.17,724.77,90675.17,284,Rural,Yes,11.415038838977027,389.477,354.339
157,928.81,981.92,359.93,92439.1,235,Urban,No,11.434305328295919,454.993,273.881
158,704.18,559.39,182.05,44391.3,820,Rural,Yes,10.700798783274456,337.205,528.418
159,154.02,251.18,865.35,98398.02,360,Suburban,No,11.496775960886676,291.53499999999997,364.402
160,275.54,406.26,568.47,27050.68,69,Suburban,No,10.20546742259082,520.847,180.554
161,398.32,919.29,546.25,98471.58,220,Rural,No,11.49752325760921,397.625,463.832
162,276.07,251.64,777.77,36870.89,744,Suburban,Yes,10.515177629803139,387.777,477.60699999999997
163,645.63,243.57,345.2,26267.46,334,Suburban,Yes,10.176086189767442,206.51999999999998,537.563
164,869.89,779.5,694.12,33187.84,707,Suburban,Yes,10.40993882275291,174.412,486.98900000000003
165,913.2,937.8,524.82,93834.24,397,Urban,Yes,11.449285100369293,527.482,406.32
166,120.77,970.59,161.73,56121.04,791,Rural,Yes,10.935266065762434,349.173,405.077
167,757.06,742.72,289.58,49173.87,459,Rural,No,10.80311766383716,447.95799999999997,499.706
168,578.68,954.7,693.6,92161.91,99,Rural,No,11.431302200541351,563.36,531.8679999999999
169,486.25,914.6,227.81,41215.88,401,Suburban,Yes,10.626578897969104,266.781,432.625