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2024-09-29 16:41:34 +08:00
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commit e8ca4d0107
42 changed files with 792 additions and 550 deletions
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input_data/input_firm_data/Firm_amended.csv Normal file
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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
1 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
2 0 181.81 641.66 728.05 87929.36 201 Rural Yes 11.384289043829558 375.805 273.181
3 1 563.58 957.81 555.95 87873.23 953 Rural Yes 11.383650486662598 501.595 232.358
4 2 580.85 890.49 437.24 69639.0 578 Rural Yes 11.151080034215557 478.724 188.085
5 3 973.37 993.31 468.34 44580.21 997 Suburban No 10.705045317561336 435.834 373.337
6 4 241.84 285.02 483.51 21252.13 808 Urban Yes 9.96421240462346 158.351 405.184
7 5 368.0 315.75 525.42 94743.97 578 Urban No 11.458933479758539 245.542 332.8
8 6 889.86 353.18 223.03 67882.65 79 Rural No 11.12553575806758 284.303 494.986
9 7 203.75 914.91 971.29 55768.34 195 Urban Yes 10.92896160383392 240.129 212.375
10 8 243.51 639.94 849.47 74211.92 860 Suburban Yes 11.21468006315341 248.947 135.351
11 9 835.96 867.4 182.11 28603.45 850 Suburban Yes 10.261282618903437 364.211 188.596
12 10 689.06 935.11 679.15 81506.9 63 Rural Yes 11.308442958221967 543.915 395.906
13 11 729.56 823.94 570.66 39513.14 817 Urban Yes 10.584388553798581 217.066 382.956
14 12 743.22 796.77 994.43 35647.21 628 Suburban No 10.481426161910335 335.443 259.322
15 13 434.41 627.26 640.54 95550.17 312 Urban Yes 11.467406728840045 521.054 465.44100000000003
16 14 218.51 265.34 831.5 74163.89 575 Rural Yes 11.214032653017249 336.15 349.851
17 15 324.18 651.97 628.53 65263.67 976 Urban No 11.086190805158187 277.853 474.418
18 16 263.97 560.28 936.33 71442.85 281 Urban Yes 11.176653108371672 423.63300000000004 356.397
19 17 826.3 337.48 354.44 39720.11 636 Suburban No 10.589612887540975 428.444 310.63
20 18 157.45 801.45 438.72 53164.35 586 Suburban No 10.881143337921856 440.872 342.745
21 19 857.4 256.3 336.24 26539.89 962 Rural No 10.186404163190344 193.624 348.74
22 20 818.54 756.38 396.87 31441.28 520 Rural Yes 10.355876958182606 502.687 570.854
23 21 403.99 705.79 826.47 56932.63 390 Suburban Yes 10.949623917962214 518.647 434.399
24 22 685.33 651.77 178.3 84452.8 774 Rural No 11.343948077399748 285.83 399.533
25 23 822.29 347.16 496.38 39599.95 563 Rural No 10.586583134615513 316.638 484.229
26 24 974.83 177.56 867.46 40712.78 330 Suburban No 10.614297327055466 225.746 440.483
27 25 439.19 804.07 984.96 84754.7 164 Rural Yes 11.347516480932141 350.496 198.91899999999998
28 26 792.91 452.82 968.22 20146.61 937 Urban No 9.910791315007794 260.822 471.291
29 27 760.28 342.11 403.48 72939.31 272 Rural Yes 11.19738300448793 395.348 563.028
30 28 138.05 932.66 775.93 18503.91 344 Urban Yes 9.825737340086217 444.59299999999996 196.805
31 29 149.76 537.24 492.6 32927.81 570 Rural Yes 10.402072868451919 215.26 185.976
32 30 979.46 249.46 491.61 82109.54 129 Urban No 11.315809488446245 268.161 231.946
33 31 338.04 911.44 390.13 63876.58 147 Rural Yes 11.064708063012214 445.013 336.804
34 32 650.75 215.55 536.88 85274.44 583 Rural No 11.353630040276132 270.688 561.075
35 33 198.36 555.99 513.68 18940.55 820 Urban Yes 9.849060405389194 256.368 445.836
36 34 928.72 675.62 330.83 75800.87 320 Rural No 11.235865049137155 256.08299999999997 216.872
37 35 980.62 893.25 371.57 54696.03 854 Urban Yes 10.909546408079658 439.157 382.062
38 36 816.55 334.59 506.43 55963.31 690 Rural Yes 10.932451576422585 428.64300000000003 375.655
39 37 811.93 613.86 689.11 42557.86 823 Rural Yes 10.658619840796458 276.911 537.193
40 38 233.05 373.08 577.32 80566.43 530 Urban Yes 11.296837340493292 277.732 518.305
41 39 809.83 356.18 755.38 99458.16 457 Suburban Yes 11.507492332198147 369.538 550.983
42 40 621.2 522.25 595.01 87316.4 661 Suburban No 11.37729358214565 526.501 367.12
43 41 907.65 730.64 830.85 30436.2 310 Urban No 10.323387968440548 203.085 361.765
44 42 220.93 688.61 996.21 41344.79 794 Suburban Yes 10.629701694931855 413.621 374.093
45 43 117.81 576.3 264.84 15830.0 784 Rural Yes 9.669662152875057 374.484 182.781
46 44 830.95 800.85 102.52 13639.33 635 Rural Yes 9.520712809956411 392.252 355.095
47 45 675.16 304.52 977.42 47128.26 762 Urban No 10.760628100076477 206.742 370.51599999999996
48 46 361.35 271.19 922.51 62800.89 766 Suburban Yes 11.047724524330391 504.251 534.135
49 47 277.52 628.81 310.08 19127.61 666 Rural No 9.858888119971708 422.008 183.752
50 48 768.86 962.58 169.23 82513.95 709 Rural No 11.320722648937608 324.923 553.886
51 49 640.49 256.78 477.52 96026.28 989 Urban Yes 11.472377182987278 228.752 202.049
52 50 703.49 572.21 670.69 41241.23 374 Urban No 10.627193763098349 467.069 490.349
53 51 603.88 740.35 384.55 65698.37 790 Urban Yes 11.092829394423687 170.45499999999998 362.388
54 52 972.13 799.44 927.28 95157.56 935 Urban Yes 11.463289323062517 397.728 491.21299999999997
55 53 193.37 697.4 243.1 98193.26 605 Suburban Yes 11.494692856549156 390.31 426.337
56 54 849.98 196.48 927.78 83414.35 973 Suburban Yes 11.33157563589593 293.778 382.998
57 55 953.18 770.12 207.4 55392.45 498 Suburban No 10.922198581859748 202.74 563.318
58 56 381.56 998.22 860.09 62313.91 335 Suburban Yes 11.039939954331839 382.009 207.156
59 57 644.79 521.74 355.78 75289.45 713 Urban No 11.229095297730488 402.578 291.479
60 58 505.59 860.44 789.47 25900.97 585 Urban Yes 10.162035698723782 182.947 406.55899999999997
61 59 369.43 872.67 895.61 63241.28 675 Rural No 11.05471253147278 416.56100000000004 423.943
62 60 419.27 513.8 452.13 51223.88 838 Urban No 10.843961108544011 309.213 205.927
63 61 196.58 924.12 338.96 28298.88 859 Rural No 10.250577506876448 457.896 364.658
64 62 890.61 305.66 713.32 50412.81 282 Rural Yes 10.828000588431252 299.332 397.06100000000004
65 63 234.83 181.61 104.55 15073.36 361 Suburban No 9.62068422629099 279.455 271.483
66 64 889.35 562.21 116.14 77654.42 784 Rural Yes 11.260023749043118 337.614 523.935
67 65 179.85 369.62 180.93 69888.63 840 Suburban Yes 11.15465825404697 422.093 247.985
68 66 238.0 309.39 564.85 51633.14 940 Suburban Yes 10.851918993378646 537.485 205.8
69 67 178.8 934.8 898.22 45553.24 99 Rural Yes 10.726637030784127 430.822 281.88
70 68 705.91 321.96 196.64 34943.76 857 Suburban Yes 10.461495190949123 241.664 257.591
71 69 417.35 650.65 516.24 40390.81 873 Rural Yes 10.606357562825298 329.624 242.735
72 70 143.56 132.64 319.8 31165.9 509 Suburban Yes 10.347079827375628 418.98 503.356
73 71 636.49 620.16 375.48 35974.77 861 Urban Yes 10.49057313840643 260.548 295.649
74 72 356.74 585.65 467.6 32974.8 250 Rural Yes 10.403498912366212 538.76 409.674
75 73 647.81 566.75 659.68 37617.13 524 Suburban No 10.535214810736983 263.96799999999996 300.781
76 74 263.94 828.9 574.78 76153.93 410 Urban Yes 11.240511965658731 438.478 361.394
77 75 905.98 734.15 692.96 13377.47 651 Urban Yes 9.501327227611464 363.296 469.598
78 76 292.05 243.65 522.28 49923.72 529 Urban Yes 10.81825151949766 482.228 350.205
79 77 393.86 999.51 735.64 12433.38 415 Urban No 9.42814007030796 535.564 303.386
80 78 517.7 326.34 529.63 54028.27 874 Urban Yes 10.89726270707692 230.963 504.77
81 79 498.02 282.95 933.3 25192.21 482 Rural No 10.134290098725792 280.33 480.802
82 80 199.15 401.59 289.82 22092.58 672 Rural No 10.002997084523999 486.98199999999997 202.915
83 81 954.83 314.75 347.98 67309.26 972 Urban Yes 11.117053099035545 248.798 465.483
84 82 338.55 394.23 140.73 31921.77 182 Suburban Yes 10.371043501154208 385.073 275.855
85 83 120.84 244.32 962.47 37341.68 855 Suburban Yes 10.527865408049326 263.247 117.084
86 84 941.7 232.22 840.66 64891.57 371 Urban Yes 11.08047300211371 269.06600000000003 476.17
87 85 643.17 912.04 990.06 86883.99 914 Rural Yes 11.372329059527587 355.006 411.317
88 86 678.76 791.29 717.2 69956.18 334 Rural Yes 11.155624325011686 384.72 515.876
89 87 231.47 396.41 659.0 13992.44 602 Rural No 9.546272462744886 549.9 495.147
90 88 784.71 953.34 450.9 93706.25 760 Rural No 11.447920168243213 519.09 365.471
91 89 113.94 508.95 223.49 39526.07 935 Rural Yes 10.584715733184998 353.349 172.394
92 90 606.5 550.16 774.11 21875.64 57 Rural Yes 9.99312896794069 516.4110000000001 309.65
93 91 447.17 663.18 423.41 23303.28 170 Rural Yes 10.056349402178457 240.341 366.717
94 92 611.27 585.54 959.77 76513.0 513 Rural No 11.245215940017895 440.977 300.127
95 93 902.52 379.67 796.35 51981.86 591 Urban Yes 10.858650090548744 281.635 361.252
96 94 301.42 490.92 480.54 26329.43 179 Rural Yes 10.178442603946115 409.054 406.142
97 95 819.3 826.17 491.49 90948.99 995 Suburban No 11.418054078881859 240.149 414.93
98 96 911.38 265.66 592.57 20074.86 870 Rural Yes 9.907223564942575 423.257 283.13800000000003
99 97 779.57 543.64 929.73 14326.93 833 Rural Yes 9.56989626200163 460.973 351.957
100 98 153.96 660.67 354.21 83007.2 745 Urban No 11.326682630004385 318.421 433.396
101 99 932.37 892.01 202.12 60293.69 887 Urban No 11.00698273379035 210.212 285.23699999999997
102 100 126.64 832.47 671.04 96563.41 475 Urban No 11.477955169978017 218.10399999999998 398.664
103 101 270.89 706.51 300.61 90204.11 749 Suburban No 11.409830270422843 311.061 477.089
104 102 482.48 958.61 183.12 43168.79 593 Rural No 10.67287305943306 471.312 325.248
105 103 990.28 733.96 469.56 76332.37 994 Rural No 11.242852373701297 227.95600000000002 261.028
106 104 388.18 850.49 435.17 32055.5 785 Urban Yes 10.375224054490317 485.517 453.818
107 105 984.39 414.52 197.17 33821.73 736 Urban Yes 10.428858774308102 402.717 293.43899999999996
108 106 761.21 183.54 281.11 55013.96 260 Rural Yes 10.915342250190042 481.111 388.121
109 107 331.91 279.02 877.44 53710.83 362 Urban No 10.891369936140743 244.744 530.191
110 108 469.56 264.7 851.26 76110.9 575 Rural No 11.239946766181669 251.126 345.956
111 109 971.54 881.07 334.09 58867.43 578 Suburban Yes 10.983043245557232 199.409 391.154
112 110 517.61 616.48 893.11 72042.76 787 Rural No 11.185015110604866 523.311 473.761
113 111 400.81 368.37 725.7 23609.77 891 Suburban Yes 10.069415888397208 366.57 175.08100000000002
114 112 453.79 493.83 974.96 90456.84 167 Rural Yes 11.412628109854797 411.496 427.379
115 113 941.13 837.6 410.3 32438.24 520 Suburban Yes 10.38709325275015 364.03 224.113
116 114 748.24 400.21 504.45 41249.5 921 Urban No 10.627394270477243 218.445 541.824
117 115 133.89 994.03 956.81 87486.73 685 Rural No 11.379242403701742 341.681 283.389
118 116 215.17 615.03 922.44 57195.4 479 Suburban No 10.954228754553641 340.244 150.517
119 117 273.3 200.4 702.29 91578.5 282 Urban Yes 11.424951806954867 468.229 389.33
120 118 727.88 435.23 623.45 88235.21 802 Rural No 11.387761368682435 467.345 246.788
121 119 500.21 244.24 743.84 88539.28 213 Urban Yes 11.391201574335291 198.38400000000001 289.021
122 120 492.05 549.08 197.37 36497.09 698 Suburban Yes 10.504987810364897 293.737 524.205
123 121 242.04 645.31 338.0 15847.92 625 Suburban No 9.670793540410068 288.8 503.204
124 122 169.61 943.12 489.47 94776.28 339 Rural No 11.459274445964661 396.947 284.961
125 123 997.7 668.06 149.31 85691.25 924 Urban No 11.358505999023217 249.931 254.77
126 124 980.24 952.38 156.39 64771.22 488 Urban Yes 11.078616647880379 249.639 320.024
127 125 823.52 620.72 152.73 80077.4 167 Urban Yes 11.290748945929552 183.273 482.352
128 126 518.56 264.76 894.63 21886.95 544 Urban Yes 9.99364584778038 392.46299999999997 459.856
129 127 516.9 541.19 284.53 79221.17 481 Urban Yes 11.279998840064575 168.453 416.69
130 128 479.06 821.23 812.31 45671.01 578 Rural Yes 10.729219021108582 574.231 207.906
131 129 864.87 370.37 627.0 99571.15 335 Rural No 11.508627742978986 166.7 538.487
132 130 106.9 451.78 741.94 84024.35 712 Suburban Yes 11.338861916770467 338.194 378.69
133 131 480.63 972.01 956.7 30156.57 517 Suburban Yes 10.31415808886406 558.67 243.063
134 132 467.69 512.18 484.88 26439.75 636 Rural No 10.18262383855027 458.488 496.769
135 133 338.95 482.23 735.23 65016.58 500 Suburban Yes 11.082397593274264 225.523 355.895
136 134 396.97 167.31 970.9 16871.64 796 Urban Yes 9.73338938480437 501.09000000000003 360.697
137 135 443.34 726.96 811.81 19889.06 186 Suburban Yes 9.89792511080162 528.181 533.334
138 136 900.26 735.27 322.44 73358.44 674 Suburban Yes 11.203112841709697 335.244 343.026
139 137 298.84 960.18 833.89 32517.38 521 Rural Yes 10.38952999461049 355.389 338.884
140 138 514.11 138.94 403.06 73790.3 600 Rural No 11.208982565635692 373.306 287.411
141 139 563.71 895.07 230.42 35866.03 717 Rural No 10.487545886954793 239.042 317.371
142 140 233.85 759.24 700.57 65060.34 787 Rural No 11.083070425958969 232.05700000000002 271.385
143 141 931.02 738.56 668.2 77652.7 697 Urban Yes 11.260001599382495 521.82 392.102
144 142 212.83 695.04 321.17 18167.74 646 Rural Yes 9.807402772806727 455.117 180.28300000000002
145 143 924.34 205.86 558.88 52162.63 780 Suburban Yes 10.86212161710854 425.888 415.43399999999997
146 144 249.21 863.7 749.47 84617.29 62 Urban No 11.34589389823535 207.947 349.921
147 145 726.16 794.73 746.1 62798.43 763 Rural No 11.047685352143786 310.61 533.616
148 146 948.13 792.63 192.63 73034.29 730 Suburban No 11.19868433587119 204.263 380.813
149 147 270.83 206.89 219.69 13885.75 153 Urban No 9.53861841340637 288.969 487.08299999999997
150 148 272.47 649.86 407.02 58794.83 719 Suburban No 10.981809204851006 230.702 388.247
151 149 896.82 782.03 746.84 81132.02 590 Suburban Yes 11.303832983390505 402.68399999999997 300.682
152 150 589.6 665.02 990.66 34608.49 157 Urban Yes 10.45185430666866 433.06600000000003 160.96
153 151 643.56 747.96 727.56 70969.34 259 Urban No 11.170003231771686 381.756 509.356
154 152 197.82 825.05 703.02 82097.85 105 Urban Yes 11.315667107521492 502.302 422.782
155 153 894.06 451.21 306.92 74212.65 254 Urban No 11.214689899799728 425.692 541.406
156 154 543.93 974.84 140.75 83785.49 519 Urban No 11.336015121119924 288.075 240.393
157 155 319.43 298.48 775.91 45520.75 824 Rural Yes 10.725923544938645 469.591 279.943
158 156 233.39 615.17 724.77 90675.17 284 Rural Yes 11.415038838977027 389.477 354.339
159 157 928.81 981.92 359.93 92439.1 235 Urban No 11.434305328295919 454.993 273.881
160 158 704.18 559.39 182.05 44391.3 820 Rural Yes 10.700798783274456 337.205 528.418
161 159 154.02 251.18 865.35 98398.02 360 Suburban No 11.496775960886676 291.53499999999997 364.402
162 160 275.54 406.26 568.47 27050.68 69 Suburban No 10.20546742259082 520.847 180.554
163 161 398.32 919.29 546.25 98471.58 220 Rural No 11.49752325760921 397.625 463.832
164 162 276.07 251.64 777.77 36870.89 744 Suburban Yes 10.515177629803139 387.777 477.60699999999997
165 163 645.63 243.57 345.2 26267.46 334 Suburban Yes 10.176086189767442 206.51999999999998 537.563
166 164 869.89 779.5 694.12 33187.84 707 Suburban Yes 10.40993882275291 174.412 486.98900000000003
167 165 913.2 937.8 524.82 93834.24 397 Urban Yes 11.449285100369293 527.482 406.32
168 166 120.77 970.59 161.73 56121.04 791 Rural Yes 10.935266065762434 349.173 405.077
169 167 757.06 742.72 289.58 49173.87 459 Rural No 10.80311766383716 447.95799999999997 499.706
170 168 578.68 954.7 693.6 92161.91 99 Rural No 11.431302200541351 563.36 531.8679999999999
171 169 486.25 914.6 227.81 41215.88 401 Suburban Yes 10.626578897969104 266.781 432.625

221
input_data/input_firm_data/firms_devices.csv Normal file
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@@ -0,0 +1,221 @@
Firm_Code,设备id,设备数量
0,70,140
1,78,139
1,97,68
2,57,88
3,94,175
4,58,190
5,97,175
6,85,107
7,64,197
8,67,110
8,86,176
9,100,154
10,90,50
11,54,180
12,52,141
13,56,162
13,104,105
14,92,166
14,54,183
14,104,107
15,79,93
16,68,110
17,76,96
17,94,198
18,84,129
19,60,167
20,86,196
20,64,69
20,81,195
20,98,96
21,65,98
21,58,63
22,64,192
23,73,50
24,90,166
25,71,103
26,66,167
27,95,52
28,68,193
29,97,61
30,103,123
31,74,65
32,76,151
33,75,166
34,95,57
35,91,171
36,79,141
37,65,139
37,95,185
38,51,109
39,75,77
40,57,150
41,59,90
42,74,194
43,51,190
44,94,95
45,58,84
46,74,183
47,61,131
48,101,164
48,67,96
49,58,59
50,85,105
50,85,79
50,83,158
51,55,54
52,92,168
52,89,82
52,91,167
53,78,114
54,57,195
54,59,60
55,58,134
56,62,75
57,84,112
57,83,135
58,98,108
58,105,76
59,73,147
59,74,154
60,87,148
61,85,178
62,94,198
63,90,104
63,72,55
64,77,144
65,85,182
66,51,151
67,85,52
68,87,72
69,97,102
70,64,132
71,53,194
71,51,134
72,55,127
72,76,159
73,105,50
74,64,100
74,89,53
75,77,162
76,59,81
77,65,83
78,65,141
79,76,144
80,92,121
81,63,88
82,101,167
83,82,52
84,89,172
85,99,99
86,102,61
87,82,103
87,54,182
87,80,106
88,87,194
88,73,161
88,89,96
89,95,134
89,65,191
90,93,115
91,79,124
92,86,152
92,63,87
93,82,99
94,57,147
95,101,131
96,72,79
97,78,128
98,52,140
99,92,101
99,95,128
100,103,79
101,56,155
102,78,100
102,78,130
102,94,182
103,94,78
103,70,181
104,80,187
105,61,194
106,105,123
106,78,66
107,75,133
107,89,118
108,83,83
109,51,55
110,77,102
111,102,175
112,63,92
113,91,164
114,53,160
115,89,129
116,56,144
116,58,167
117,77,193
118,59,57
119,87,181
120,83,153
121,101,181
121,92,74
122,94,145
123,74,142
124,65,110
125,104,171
126,82,100
127,82,196
128,74,70
129,91,54
129,102,141
129,99,110
130,99,71
130,102,198
130,62,119
131,89,50
131,52,182
132,53,61
133,99,139
134,87,95
134,99,83
135,106,127
136,67,94
137,99,122
138,52,75
139,52,96
140,78,170
141,104,105
142,73,143
143,87,156
144,82,112
145,83,97
146,51,110
147,69,130
148,52,75
149,103,85
149,94,50
150,76,57
151,82,162
151,56,148
152,82,96
153,105,176
154,54,105
155,105,63
156,61,77
157,106,127
157,67,179
158,88,158
159,74,63
160,55,105
160,102,164
161,84,56
162,56,52
163,72,160
164,61,156
165,98,67
166,66,87
166,83,164
167,59,64
168,56,168
169,66,77
169,79,88
1 Firm_Code 设备id 设备数量
2 0 70 140
3 1 78 139
4 1 97 68
5 2 57 88
6 3 94 175
7 4 58 190
8 5 97 175
9 6 85 107
10 7 64 197
11 8 67 110
12 8 86 176
13 9 100 154
14 10 90 50
15 11 54 180
16 12 52 141
17 13 56 162
18 13 104 105
19 14 92 166
20 14 54 183
21 14 104 107
22 15 79 93
23 16 68 110
24 17 76 96
25 17 94 198
26 18 84 129
27 19 60 167
28 20 86 196
29 20 64 69
30 20 81 195
31 20 98 96
32 21 65 98
33 21 58 63
34 22 64 192
35 23 73 50
36 24 90 166
37 25 71 103
38 26 66 167
39 27 95 52
40 28 68 193
41 29 97 61
42 30 103 123
43 31 74 65
44 32 76 151
45 33 75 166
46 34 95 57
47 35 91 171
48 36 79 141
49 37 65 139
50 37 95 185
51 38 51 109
52 39 75 77
53 40 57 150
54 41 59 90
55 42 74 194
56 43 51 190
57 44 94 95
58 45 58 84
59 46 74 183
60 47 61 131
61 48 101 164
62 48 67 96
63 49 58 59
64 50 85 105
65 50 85 79
66 50 83 158
67 51 55 54
68 52 92 168
69 52 89 82
70 52 91 167
71 53 78 114
72 54 57 195
73 54 59 60
74 55 58 134
75 56 62 75
76 57 84 112
77 57 83 135
78 58 98 108
79 58 105 76
80 59 73 147
81 59 74 154
82 60 87 148
83 61 85 178
84 62 94 198
85 63 90 104
86 63 72 55
87 64 77 144
88 65 85 182
89 66 51 151
90 67 85 52
91 68 87 72
92 69 97 102
93 70 64 132
94 71 53 194
95 71 51 134
96 72 55 127
97 72 76 159
98 73 105 50
99 74 64 100
100 74 89 53
101 75 77 162
102 76 59 81
103 77 65 83
104 78 65 141
105 79 76 144
106 80 92 121
107 81 63 88
108 82 101 167
109 83 82 52
110 84 89 172
111 85 99 99
112 86 102 61
113 87 82 103
114 87 54 182
115 87 80 106
116 88 87 194
117 88 73 161
118 88 89 96
119 89 95 134
120 89 65 191
121 90 93 115
122 91 79 124
123 92 86 152
124 92 63 87
125 93 82 99
126 94 57 147
127 95 101 131
128 96 72 79
129 97 78 128
130 98 52 140
131 99 92 101
132 99 95 128
133 100 103 79
134 101 56 155
135 102 78 100
136 102 78 130
137 102 94 182
138 103 94 78
139 103 70 181
140 104 80 187
141 105 61 194
142 106 105 123
143 106 78 66
144 107 75 133
145 107 89 118
146 108 83 83
147 109 51 55
148 110 77 102
149 111 102 175
150 112 63 92
151 113 91 164
152 114 53 160
153 115 89 129
154 116 56 144
155 116 58 167
156 117 77 193
157 118 59 57
158 119 87 181
159 120 83 153
160 121 101 181
161 121 92 74
162 122 94 145
163 123 74 142
164 124 65 110
165 125 104 171
166 126 82 100
167 127 82 196
168 128 74 70
169 129 91 54
170 129 102 141
171 129 99 110
172 130 99 71
173 130 102 198
174 130 62 119
175 131 89 50
176 131 52 182
177 132 53 61
178 133 99 139
179 134 87 95
180 134 99 83
181 135 106 127
182 136 67 94
183 137 99 122
184 138 52 75
185 139 52 96
186 140 78 170
187 141 104 105
188 142 73 143
189 143 87 156
190 144 82 112
191 145 83 97
192 146 51 110
193 147 69 130
194 148 52 75
195 149 103 85
196 149 94 50
197 150 76 57
198 151 82 162
199 151 56 148
200 152 82 96
201 153 105 176
202 154 54 105
203 155 105 63
204 156 61 77
205 157 106 127
206 157 67 179
207 158 88 158
208 159 74 63
209 160 55 105
210 160 102 164
211 161 84 56
212 162 56 52
213 163 72 160
214 164 61 156
215 165 98 67
216 166 66 87
217 166 83 164
218 167 59 64
219 168 56 168
220 169 66 77
221 169 79 88

221
input_data/input_firm_data/firms_materials.csv Normal file
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Firm_Code,材料id,材料数量
0,2,156
1,19,116
1,35,185
2,18,189
3,25,143
4,2,124
5,18,116
6,19,112
7,31,183
8,6,124
8,40,167
9,32,109
10,39,166
11,38,117
12,17,199
13,39,185
13,0,133
14,10,107
14,27,139
14,24,182
15,49,141
16,22,140
17,30,105
17,29,151
18,41,125
19,34,163
20,6,197
20,15,158
20,25,155
20,47,158
21,48,169
21,1,132
22,0,152
23,47,121
24,11,120
25,4,169
26,36,169
27,31,103
28,8,193
29,40,174
30,34,161
31,18,161
32,47,193
33,15,194
34,2,123
35,19,154
36,23,108
37,32,102
37,23,130
38,10,139
39,48,135
40,7,123
41,35,194
42,37,105
43,39,165
44,19,183
45,34,191
46,47,174
47,24,103
48,34,178
48,24,105
49,28,193
50,17,150
50,45,161
50,17,156
51,1,165
52,34,178
52,15,174
52,40,107
53,35,125
54,32,150
54,3,144
55,32,143
56,13,104
57,20,169
57,47,125
58,19,167
58,7,118
59,6,183
59,2,196
60,16,119
61,32,111
62,47,146
63,11,100
63,50,189
64,21,113
65,21,163
66,45,137
67,29,136
68,37,110
69,37,199
70,44,176
71,50,102
71,7,132
72,26,105
72,26,149
73,33,109
74,20,104
74,29,122
75,32,109
76,27,143
77,46,101
78,32,112
79,4,139
80,47,101
81,18,183
82,3,164
83,34,162
84,48,172
85,16,116
86,43,108
87,27,174
87,29,114
87,28,123
88,45,137
88,5,134
88,34,193
89,40,194
89,36,148
90,23,168
91,28,161
92,48,159
92,45,149
93,30,177
94,34,174
95,32,108
96,20,133
97,31,175
98,22,198
99,32,134
99,2,100
100,17,139
101,24,163
102,41,121
102,30,159
102,2,163
103,39,192
103,45,171
104,23,110
105,49,113
106,31,159
106,46,129
107,21,134
107,22,184
108,1,136
109,26,104
110,41,182
111,1,177
112,25,125
113,16,161
114,39,103
115,32,188
116,8,141
116,42,188
117,47,117
118,38,139
119,28,171
120,41,138
121,25,113
121,34,131
122,49,150
123,24,137
124,23,196
125,12,122
126,6,162
127,35,114
128,44,196
129,19,124
129,0,116
129,7,196
130,45,165
130,15,177
130,13,152
131,11,150
131,50,138
132,22,150
133,14,169
134,27,105
134,33,166
135,1,106
136,31,150
137,22,171
138,21,141
139,50,163
140,24,114
141,21,128
142,21,132
143,48,193
144,41,126
145,5,135
146,14,128
147,42,137
148,36,156
149,32,196
149,7,126
150,43,154
151,43,132
151,4,167
152,38,185
153,3,165
154,5,109
155,44,104
156,31,173
157,29,196
157,46,137
158,34,112
159,39,130
160,15,146
160,12,199
161,49,187
162,41,151
163,29,155
164,18,114
165,16,128
166,18,107
166,27,104
167,25,128
168,36,146
169,25,167
169,22,175
1 Firm_Code 材料id 材料数量
2 0 2 156
3 1 19 116
4 1 35 185
5 2 18 189
6 3 25 143
7 4 2 124
8 5 18 116
9 6 19 112
10 7 31 183
11 8 6 124
12 8 40 167
13 9 32 109
14 10 39 166
15 11 38 117
16 12 17 199
17 13 39 185
18 13 0 133
19 14 10 107
20 14 27 139
21 14 24 182
22 15 49 141
23 16 22 140
24 17 30 105
25 17 29 151
26 18 41 125
27 19 34 163
28 20 6 197
29 20 15 158
30 20 25 155
31 20 47 158
32 21 48 169
33 21 1 132
34 22 0 152
35 23 47 121
36 24 11 120
37 25 4 169
38 26 36 169
39 27 31 103
40 28 8 193
41 29 40 174
42 30 34 161
43 31 18 161
44 32 47 193
45 33 15 194
46 34 2 123
47 35 19 154
48 36 23 108
49 37 32 102
50 37 23 130
51 38 10 139
52 39 48 135
53 40 7 123
54 41 35 194
55 42 37 105
56 43 39 165
57 44 19 183
58 45 34 191
59 46 47 174
60 47 24 103
61 48 34 178
62 48 24 105
63 49 28 193
64 50 17 150
65 50 45 161
66 50 17 156
67 51 1 165
68 52 34 178
69 52 15 174
70 52 40 107
71 53 35 125
72 54 32 150
73 54 3 144
74 55 32 143
75 56 13 104
76 57 20 169
77 57 47 125
78 58 19 167
79 58 7 118
80 59 6 183
81 59 2 196
82 60 16 119
83 61 32 111
84 62 47 146
85 63 11 100
86 63 50 189
87 64 21 113
88 65 21 163
89 66 45 137
90 67 29 136
91 68 37 110
92 69 37 199
93 70 44 176
94 71 50 102
95 71 7 132
96 72 26 105
97 72 26 149
98 73 33 109
99 74 20 104
100 74 29 122
101 75 32 109
102 76 27 143
103 77 46 101
104 78 32 112
105 79 4 139
106 80 47 101
107 81 18 183
108 82 3 164
109 83 34 162
110 84 48 172
111 85 16 116
112 86 43 108
113 87 27 174
114 87 29 114
115 87 28 123
116 88 45 137
117 88 5 134
118 88 34 193
119 89 40 194
120 89 36 148
121 90 23 168
122 91 28 161
123 92 48 159
124 92 45 149
125 93 30 177
126 94 34 174
127 95 32 108
128 96 20 133
129 97 31 175
130 98 22 198
131 99 32 134
132 99 2 100
133 100 17 139
134 101 24 163
135 102 41 121
136 102 30 159
137 102 2 163
138 103 39 192
139 103 45 171
140 104 23 110
141 105 49 113
142 106 31 159
143 106 46 129
144 107 21 134
145 107 22 184
146 108 1 136
147 109 26 104
148 110 41 182
149 111 1 177
150 112 25 125
151 113 16 161
152 114 39 103
153 115 32 188
154 116 8 141
155 116 42 188
156 117 47 117
157 118 38 139
158 119 28 171
159 120 41 138
160 121 25 113
161 121 34 131
162 122 49 150
163 123 24 137
164 124 23 196
165 125 12 122
166 126 6 162
167 127 35 114
168 128 44 196
169 129 19 124
170 129 0 116
171 129 7 196
172 130 45 165
173 130 15 177
174 130 13 152
175 131 11 150
176 131 50 138
177 132 22 150
178 133 14 169
179 134 27 105
180 134 33 166
181 135 1 106
182 136 31 150
183 137 22 171
184 138 21 141
185 139 50 163
186 140 24 114
187 141 21 128
188 142 21 132
189 143 48 193
190 144 41 126
191 145 5 135
192 146 14 128
193 147 42 137
194 148 36 156
195 149 32 196
196 149 7 126
197 150 43 154
198 151 43 132
199 151 4 167
200 152 38 185
201 153 3 165
202 154 5 109
203 155 44 104
204 156 31 173
205 157 29 196
206 157 46 137
207 158 34 112
208 159 39 130
209 160 15 146
210 160 12 199
211 161 49 187
212 162 41 151
213 163 29 155
214 164 18 114
215 165 16 128
216 166 18 107
217 166 27 104
218 167 25 128
219 168 36 146
220 169 25 167
221 169 22 175

221
input_data/input_firm_data/firms_products.csv Normal file
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Firm_Code,产品id,产品数量
0,8,64
1,11,21
1,0,46
2,57,55
3,0,55
4,33,45
5,95,62
6,47,46
7,88,88
8,103,39
8,0,30
9,15,93
10,60,57
11,102,25
12,63,91
13,62,42
13,68,66
14,21,65
14,92,31
14,66,32
15,75,81
16,25,79
17,15,62
17,50,95
18,100,87
19,85,24
20,56,56
20,28,91
20,77,50
20,91,28
21,68,70
21,46,48
22,93,97
23,61,59
24,68,60
25,75,30
26,15,42
27,89,20
28,89,65
29,47,40
30,84,55
31,38,73
32,99,76
33,32,20
34,93,82
35,100,73
36,22,74
37,9,59
37,68,34
38,99,40
39,33,66
40,51,92
41,94,72
42,9,28
43,18,93
44,57,71
45,95,76
46,0,45
47,68,60
48,3,54
48,15,82
49,23,44
50,79,94
50,1,57
50,91,21
51,31,26
52,90,53
52,83,36
52,23,62
53,11,78
54,49,70
54,34,73
55,32,43
56,32,44
57,60,90
57,50,71
58,42,89
58,100,52
59,11,68
59,66,48
60,64,82
61,32,41
62,39,45
63,73,47
63,42,68
64,43,90
65,28,68
66,12,39
67,11,82
68,94,80
69,45,68
70,1,90
71,34,20
71,86,32
72,80,70
72,89,75
73,7,81
74,92,51
74,25,49
75,73,48
76,89,68
77,33,64
78,104,49
79,6,35
80,67,59
81,57,38
82,74,37
83,28,20
84,35,97
85,88,66
86,20,85
87,35,57
87,9,70
87,100,82
88,72,23
88,23,20
88,63,27
89,98,48
89,48,74
90,98,22
91,35,51
92,81,29
92,102,93
93,95,53
94,23,74
95,22,51
96,61,69
97,95,26
98,36,27
99,11,84
99,54,76
100,12,86
101,22,78
102,88,91
102,98,73
102,104,86
103,29,70
103,16,27
104,61,53
105,83,54
106,88,97
106,85,51
107,12,65
107,58,35
108,18,87
109,48,56
110,99,73
111,11,33
112,60,74
113,104,67
114,18,26
115,75,93
116,8,26
116,70,52
117,27,42
118,77,38
119,94,38
120,51,55
121,82,48
121,15,79
122,68,21
123,98,20
124,11,66
125,24,88
126,51,39
127,84,30
128,99,21
129,52,86
129,22,31
129,15,39
130,56,24
130,38,56
130,52,57
131,41,28
131,57,72
132,38,63
133,13,43
134,94,93
134,4,49
135,34,78
136,86,33
137,92,28
138,106,59
139,74,85
140,17,44
141,75,92
142,8,41
143,73,23
144,57,45
145,16,77
146,101,48
147,6,56
148,45,94
149,12,89
149,39,37
150,41,61
151,8,60
151,49,57
152,26,53
153,65,36
154,4,56
155,28,44
156,36,95
157,37,46
157,82,76
158,7,50
159,64,25
160,85,59
160,16,31
161,70,72
162,88,90
163,44,29
164,3,64
165,35,36
166,69,45
166,30,81
167,18,65
168,60,83
169,53,21
169,38,73
1 Firm_Code 产品id 产品数量
2 0 8 64
3 1 11 21
4 1 0 46
5 2 57 55
6 3 0 55
7 4 33 45
8 5 95 62
9 6 47 46
10 7 88 88
11 8 103 39
12 8 0 30
13 9 15 93
14 10 60 57
15 11 102 25
16 12 63 91
17 13 62 42
18 13 68 66
19 14 21 65
20 14 92 31
21 14 66 32
22 15 75 81
23 16 25 79
24 17 15 62
25 17 50 95
26 18 100 87
27 19 85 24
28 20 56 56
29 20 28 91
30 20 77 50
31 20 91 28
32 21 68 70
33 21 46 48
34 22 93 97
35 23 61 59
36 24 68 60
37 25 75 30
38 26 15 42
39 27 89 20
40 28 89 65
41 29 47 40
42 30 84 55
43 31 38 73
44 32 99 76
45 33 32 20
46 34 93 82
47 35 100 73
48 36 22 74
49 37 9 59
50 37 68 34
51 38 99 40
52 39 33 66
53 40 51 92
54 41 94 72
55 42 9 28
56 43 18 93
57 44 57 71
58 45 95 76
59 46 0 45
60 47 68 60
61 48 3 54
62 48 15 82
63 49 23 44
64 50 79 94
65 50 1 57
66 50 91 21
67 51 31 26
68 52 90 53
69 52 83 36
70 52 23 62
71 53 11 78
72 54 49 70
73 54 34 73
74 55 32 43
75 56 32 44
76 57 60 90
77 57 50 71
78 58 42 89
79 58 100 52
80 59 11 68
81 59 66 48
82 60 64 82
83 61 32 41
84 62 39 45
85 63 73 47
86 63 42 68
87 64 43 90
88 65 28 68
89 66 12 39
90 67 11 82
91 68 94 80
92 69 45 68
93 70 1 90
94 71 34 20
95 71 86 32
96 72 80 70
97 72 89 75
98 73 7 81
99 74 92 51
100 74 25 49
101 75 73 48
102 76 89 68
103 77 33 64
104 78 104 49
105 79 6 35
106 80 67 59
107 81 57 38
108 82 74 37
109 83 28 20
110 84 35 97
111 85 88 66
112 86 20 85
113 87 35 57
114 87 9 70
115 87 100 82
116 88 72 23
117 88 23 20
118 88 63 27
119 89 98 48
120 89 48 74
121 90 98 22
122 91 35 51
123 92 81 29
124 92 102 93
125 93 95 53
126 94 23 74
127 95 22 51
128 96 61 69
129 97 95 26
130 98 36 27
131 99 11 84
132 99 54 76
133 100 12 86
134 101 22 78
135 102 88 91
136 102 98 73
137 102 104 86
138 103 29 70
139 103 16 27
140 104 61 53
141 105 83 54
142 106 88 97
143 106 85 51
144 107 12 65
145 107 58 35
146 108 18 87
147 109 48 56
148 110 99 73
149 111 11 33
150 112 60 74
151 113 104 67
152 114 18 26
153 115 75 93
154 116 8 26
155 116 70 52
156 117 27 42
157 118 77 38
158 119 94 38
159 120 51 55
160 121 82 48
161 121 15 79
162 122 68 21
163 123 98 20
164 124 11 66
165 125 24 88
166 126 51 39
167 127 84 30
168 128 99 21
169 129 52 86
170 129 22 31
171 129 15 39
172 130 56 24
173 130 38 56
174 130 52 57
175 131 41 28
176 131 57 72
177 132 38 63
178 133 13 43
179 134 94 93
180 134 4 49
181 135 34 78
182 136 86 33
183 137 92 28
184 138 106 59
185 139 74 85
186 140 17 44
187 141 75 92
188 142 8 41
189 143 73 23
190 144 57 45
191 145 16 77
192 146 101 48
193 147 6 56
194 148 45 94
195 149 12 89
196 149 39 37
197 150 41 61
198 151 8 60
199 151 49 57
200 152 26 53
201 153 65 36
202 154 4 56
203 155 28 44
204 156 36 95
205 157 37 46
206 157 82 76
207 158 7 50
208 159 64 25
209 160 85 59
210 160 16 31
211 161 70 72
212 162 88 90
213 163 44 29
214 164 3 64
215 165 35 36
216 166 69 45
217 166 30 81
218 167 18 65
219 168 60 83
220 169 53 21
221 169 38 73