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第一次运行模型成功

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Cricial
2024-09-21 22:39:09 +08:00
parent 8b231696f6
commit f88ed2b5e4
26 changed files with 1642 additions and 464 deletions
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2
input_data/firm_industry_relation.csv
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@@ -473,4 +473,4 @@ Firm_Code,Product_Code
168,2.3.2
168,2.3.3
169,1.1.1
170,1
170,1
1 Firm_Code Product_Code
473 168 2.3.2
474 168 2.3.3
475 169 1.1.1
476 170 1

84
input_data/测试 BomNodes.csv
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@@ -1,107 +1,107 @@
Index,Code,Level,Name,产业种类
0,1,0,工业互联网,0
1,1.1,1,工业自动化硬件,1
2,1.1.1,2,工业计算芯片,0
1,1.1,1,工业自动化硬件,0
2,1.1.1,2,工业计算芯片,1
3,1.1.2,2,工业控制器,0
4,1.1.3,2,工业服务器,0
5,1.2,1,工业互联网网络,1
6,1.2.1,2,网络互联服务,0
7,1.2.2,2,标识解析服务,0
8,1.2.3,2,数据互通服务,0
9,1.3,1,工业软件,1
8,1.2.3,2,数据互通服务,1
9,1.3,1,工业软件,0
10,1.3.1,2,设计研发软件,0
11,1.3.1.1,3,计算机辅助设计CAD,0
12,1.3.1.2,3,计算机辅助工程CAE,0
12,1.3.1.2,3,计算机辅助工程CAE,1
13,1.3.1.3,3,计算机辅助制造CAM,0
14,1.3.1.4,3,计算机辅助工艺过程设计CAPP,0
14,1.3.1.4,3,计算机辅助工艺过程设计CAPP,1
15,1.3.1.5,3,产品数据管理PDM,1
16,1.3.1.6,3,产品生命周期管理PLM,1
17,1.3.1.7,3,电子设计自动化EDA,1
18,1.3.2,2,采购供应软件,1
16,1.3.1.6,3,产品生命周期管理PLM,0
17,1.3.1.7,3,电子设计自动化EDA,0
18,1.3.2,2,采购供应软件,0
19,1.3.2.1,3,供应链管理SCM,1
20,1.3.3,2,生产制造软件,1
21,1.3.3.1,3,制造执行系统MES,1
22,1.3.3.2,3,分布式控制系统DCS,0
21,1.3.3.1,3,制造执行系统MES,0
22,1.3.3.2,3,分布式控制系统DCS,1
23,1.3.3.3,3,数据采集与监视控制系统SCADA,1
24,1.3.3.4,3,可编程逻揖控制系统PLC,1
24,1.3.3.4,3,可编程逻揖控制系统PLC,0
25,1.3.3.5,3,企业资产管理系统EAM,1
26,1.3.3.6,3,运维保障系统MRO,1
27,1.3.3.7,3,故障预测与健康管理PHM,1
28,1.3.4,2,企业运营管理软件,1
28,1.3.4,2,企业运营管理软件,0
29,1.3.4.1,3,企业资源计划ERP,1
30,1.3.4.2,3,客户关系管理CRM,1
31,1.3.4.3,3,人力资源管理HRM,1
31,1.3.4.3,3,人力资源管理HRM,0
32,1.3.5,2,仓储物流软件,0
33,1.3.5.1,3,仓储物流管理WMS,1
34,1.4,1,工业互联网安全管理,1
35,1.4.1,2,设备安全,1
36,1.4.1.1,3,工业防火墙,1
37,1.4.1.2,3,下一代防火墙,0
37,1.4.1.2,3,下一代防火墙,1
38,1.4.1.3,3,防毒墙,1
39,1.4.1.4,3,入侵检测系统,1
40,1.4.1.5,3,统一威胁管理系统,1
39,1.4.1.4,3,入侵检测系统,0
40,1.4.1.5,3,统一威胁管理系统,0
41,1.4.2,2,控制安全,1
42,1.4.2.1,3,工控安全监测与审计,1
42,1.4.2.1,3,工控安全监测与审计,0
43,1.4.2.2,3,工控主机卫士,1
44,1.4.2.3,3,工控漏洞扫描,0
44,1.4.2.3,3,工控漏洞扫描,1
45,1.4.2.4,3,安全隔离与信息交换系统,1
46,1.4.2.5,3,安全日志与审计,1
47,1.4.2.6,3,隐私计算,1
48,1.4.2.7,3,工控原生安全,1
48,1.4.2.7,3,工控原生安全,0
49,1.4.3,2,网络安全,1
50,1.4.3.1,3,网络漏洞扫描和补丁管理,0
51,1.4.3.2,3,流量检测,1
52,1.4.3.3,3,APT检测,0
52,1.4.3.3,3,APT检测,1
53,1.4.3.4,3,攻击溯源,0
54,1.4.3.5,3,负载均衡,1
55,1.4.3.6,3,沙箱类设备,0
56,1.4.4,2,平台安全,1
57,1.4.4.1,3,身份鉴别与访问控制,0
55,1.4.3.6,3,沙箱类设备,1
56,1.4.4,2,平台安全,0
57,1.4.4.1,3,身份鉴别与访问控制,1
58,1.4.4.2,3,密钥管理,0
59,1.4.4.3,3,接入认证,0
60,1.4.4.4,3,工业应用行为监控,1
60,1.4.4.4,3,工业应用行为监控,0
61,1.4.4.5,3,安全态势感知,0
62,1.4.5,2,数据安全,0
63,1.4.5.1,3,恶意代码检测系统,1
64,1.4.5.2,3,数据防泄漏系统,1
65,1.4.5.3,3,数据审计系统,0
66,1.4.5.4,3,数据脱敏,1
67,1.4.5.5,3,敏感数据发现与监控,0
68,1.4.5.6,3,数据容灾备份,0
63,1.4.5.1,3,恶意代码检测系统,0
64,1.4.5.2,3,数据防泄漏系统,0
65,1.4.5.3,3,数据审计系统,1
66,1.4.5.4,3,数据脱敏,0
67,1.4.5.5,3,敏感数据发现与监控,1
68,1.4.5.6,3,数据容灾备份,1
69,1.4.5.7,3,数据恢复,1
70,1.4.5.8,3,数据加密,1
71,1.4.5.9,3,数据防火墙,0
72,2,0,工业互联网平台,1
73,2.1,1,PaaS,0
74,2.1.1,2,开发工具,1
71,1.4.5.9,3,数据防火墙,1
72,2,0,工业互联网平台,0
73,2.1,1,PaaS,1
74,2.1.1,2,开发工具,0
75,2.1.1.1,3,算法建模工具,1
76,2.1.1.2,3,低代码开发工具,0
77,2.1.1.3,3,流程开发工具,1
77,2.1.1.3,3,流程开发工具,0
78,2.1.1.4,3,组态建模工具,1
79,2.1.1.5,3,数字孪生建模工具,1
80,2.1.2,2,工业模型库,1
81,2.1.2.1,3,数据算法模型,0
82,2.1.2.2,3,业务流程模型,0
83,2.1.2.3,3,研发仿真模型,0
82,2.1.2.2,3,业务流程模型,1
83,2.1.2.3,3,研发仿真模型,1
84,2.1.2.4,3,行业机理模型,1
85,2.1.3,2,工业物联网,1
86,2.1.3.1,3,物联网服务,0
87,2.1.3.2,3,平台基础服务,1
87,2.1.3.2,3,平台基础服务,0
88,2.1.3.3,3,工业引擎服务,1
89,2.1.3.4,3,应用管理服务,1
90,2.1.3.5,3,容器服务,1
91,2.1.3.6,3,微服务,1
92,2.1.3.7,3,制造类API,0
93,2.1.4,2,工业大数据,1
93,2.1.4,2,工业大数据,0
94,2.1.4.1,3,工业大数据存储,1
95,2.1.4.1.1,4,关系型数据库,0
96,2.1.4.1.2,4,分布式数据库,1
97,2.1.4.1.3,4,实时数据库,0
97,2.1.4.1.3,4,实时数据库,1
98,2.1.4.1.4,4,时序数据库,0
99,2.1.4.2,3,工业大数据管理,0
100,2.1.4.2.1,4,数据质量管理,1
101,2.1.4.2.2,4,数据安全管理,1
102,2.2,1,IaaS,0
102,2.2,1,IaaS,1
103,2.3,1,边缘层,0
104,2.3.1,2,工业数据接入,0
105,2.3.2,2,边缘数据处理,0
1 Index Code Level Name 产业种类
2 0 1 0 工业互联网 0
3 1 1.1 1 工业自动化硬件 1 0
4 2 1.1.1 2 工业计算芯片 0 1
5 3 1.1.2 2 工业控制器 0
6 4 1.1.3 2 工业服务器 0
7 5 1.2 1 工业互联网网络 1
8 6 1.2.1 2 网络互联服务 0
9 7 1.2.2 2 标识解析服务 0
10 8 1.2.3 2 数据互通服务 0 1
11 9 1.3 1 工业软件 1 0
12 10 1.3.1 2 设计研发软件 0
13 11 1.3.1.1 3 计算机辅助设计CAD 0
14 12 1.3.1.2 3 计算机辅助工程CAE 0 1
15 13 1.3.1.3 3 计算机辅助制造CAM 0
16 14 1.3.1.4 3 计算机辅助工艺过程设计CAPP 0 1
17 15 1.3.1.5 3 产品数据管理PDM 1
18 16 1.3.1.6 3 产品生命周期管理PLM 1 0
19 17 1.3.1.7 3 电子设计自动化EDA 1 0
20 18 1.3.2 2 采购供应软件 1 0
21 19 1.3.2.1 3 供应链管理SCM 1
22 20 1.3.3 2 生产制造软件 1
23 21 1.3.3.1 3 制造执行系统MES 1 0
24 22 1.3.3.2 3 分布式控制系统DCS 0 1
25 23 1.3.3.3 3 数据采集与监视控制系统SCADA 1
26 24 1.3.3.4 3 可编程逻揖控制系统PLC 1 0
27 25 1.3.3.5 3 企业资产管理系统EAM 1
28 26 1.3.3.6 3 运维保障系统MRO 1
29 27 1.3.3.7 3 故障预测与健康管理PHM 1
30 28 1.3.4 2 企业运营管理软件 1 0
31 29 1.3.4.1 3 企业资源计划ERP 1
32 30 1.3.4.2 3 客户关系管理CRM 1
33 31 1.3.4.3 3 人力资源管理HRM 1 0
34 32 1.3.5 2 仓储物流软件 0
35 33 1.3.5.1 3 仓储物流管理WMS 1
36 34 1.4 1 工业互联网安全管理 1
37 35 1.4.1 2 设备安全 1
38 36 1.4.1.1 3 工业防火墙 1
39 37 1.4.1.2 3 下一代防火墙 0 1
40 38 1.4.1.3 3 防毒墙 1
41 39 1.4.1.4 3 入侵检测系统 1 0
42 40 1.4.1.5 3 统一威胁管理系统 1 0
43 41 1.4.2 2 控制安全 1
44 42 1.4.2.1 3 工控安全监测与审计 1 0
45 43 1.4.2.2 3 工控主机卫士 1
46 44 1.4.2.3 3 工控漏洞扫描 0 1
47 45 1.4.2.4 3 安全隔离与信息交换系统 1
48 46 1.4.2.5 3 安全日志与审计 1
49 47 1.4.2.6 3 隐私计算 1
50 48 1.4.2.7 3 工控原生安全 1 0
51 49 1.4.3 2 网络安全 1
52 50 1.4.3.1 3 网络漏洞扫描和补丁管理 0
53 51 1.4.3.2 3 流量检测 1
54 52 1.4.3.3 3 APT检测 0 1
55 53 1.4.3.4 3 攻击溯源 0
56 54 1.4.3.5 3 负载均衡 1
57 55 1.4.3.6 3 沙箱类设备 0 1
58 56 1.4.4 2 平台安全 1 0
59 57 1.4.4.1 3 身份鉴别与访问控制 0 1
60 58 1.4.4.2 3 密钥管理 0
61 59 1.4.4.3 3 接入认证 0
62 60 1.4.4.4 3 工业应用行为监控 1 0
63 61 1.4.4.5 3 安全态势感知 0
64 62 1.4.5 2 数据安全 0
65 63 1.4.5.1 3 恶意代码检测系统 1 0
66 64 1.4.5.2 3 数据防泄漏系统 1 0
67 65 1.4.5.3 3 数据审计系统 0 1
68 66 1.4.5.4 3 数据脱敏 1 0
69 67 1.4.5.5 3 敏感数据发现与监控 0 1
70 68 1.4.5.6 3 数据容灾备份 0 1
71 69 1.4.5.7 3 数据恢复 1
72 70 1.4.5.8 3 数据加密 1
73 71 1.4.5.9 3 数据防火墙 0 1
74 72 2 0 工业互联网平台 1 0
75 73 2.1 1 PaaS 0 1
76 74 2.1.1 2 开发工具 1 0
77 75 2.1.1.1 3 算法建模工具 1
78 76 2.1.1.2 3 低代码开发工具 0
79 77 2.1.1.3 3 流程开发工具 1 0
80 78 2.1.1.4 3 组态建模工具 1
81 79 2.1.1.5 3 数字孪生建模工具 1
82 80 2.1.2 2 工业模型库 1
83 81 2.1.2.1 3 数据算法模型 0
84 82 2.1.2.2 3 业务流程模型 0 1
85 83 2.1.2.3 3 研发仿真模型 0 1
86 84 2.1.2.4 3 行业机理模型 1
87 85 2.1.3 2 工业物联网 1
88 86 2.1.3.1 3 物联网服务 0
89 87 2.1.3.2 3 平台基础服务 1 0
90 88 2.1.3.3 3 工业引擎服务 1
91 89 2.1.3.4 3 应用管理服务 1
92 90 2.1.3.5 3 容器服务 1
93 91 2.1.3.6 3 微服务 1
94 92 2.1.3.7 3 制造类API 0
95 93 2.1.4 2 工业大数据 1 0
96 94 2.1.4.1 3 工业大数据存储 1
97 95 2.1.4.1.1 4 关系型数据库 0
98 96 2.1.4.1.2 4 分布式数据库 1
99 97 2.1.4.1.3 4 实时数据库 0 1
100 98 2.1.4.1.4 4 时序数据库 0
101 99 2.1.4.2 3 工业大数据管理 0
102 100 2.1.4.2.1 4 数据质量管理 1
103 101 2.1.4.2.2 4 数据安全管理 1
104 102 2.2 1 IaaS 0 1
105 103 2.3 1 边缘层 0
106 104 2.3.1 2 工业数据接入 0
107 105 2.3.2 2 边缘数据处理 0

342
input_data/测试 Firm_amended 170.csv
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@@ -1,171 +1,171 @@
Code,Company Name,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
1,Company_1,284.02,982.67,452.15,29692.44,963,Suburban,Yes,10.298647746934053,204.215,481.402
2,Company_2,591.75,232.7,597.47,37552.56,222,Urban,No,10.533496830634064,553.747,253.175
3,Company_3,514.2,466.73,388.52,23557.62,355,Urban,No,10.067204613987071,227.852,377.42
4,Company_4,893.84,633.71,580.73,89135.78,496,Urban,No,11.397916104118977,221.073,483.384
5,Company_5,306.54,844.63,474.67,60818.82,117,Suburban,Yes,11.015654559530484,391.467,209.654
6,Company_6,830.89,831.11,177.37,73695.09,279,Rural,No,11.207691454519859,372.737,473.089
7,Company_7,483.95,603.67,603.02,73826.05,832,Rural,Yes,11.209466929335226,186.302,485.395
8,Company_8,483.1,525.24,116.64,83568.26,242,Rural,Yes,11.333419061909991,437.664,500.31
9,Company_9,958.73,267.31,682.18,36015.98,351,Suburban,No,10.491718007837608,433.217,460.873
10,Company_10,946.82,215.02,393.99,26255.05,324,Suburban,No,10.175613630469309,472.399,381.682
11,Company_11,454.76,689.55,232.49,84782.37,81,Suburban,Yes,11.3478428992222,243.249,260.476
12,Company_12,323.83,177.09,624.04,26639.31,170,Suburban,No,10.19014322341799,321.404,148.382
13,Company_13,425.17,396.05,274.2,31290.59,265,Rural,No,10.351072692349652,287.42,490.517
14,Company_14,109.55,739.42,406.11,87814.36,788,Suburban,No,11.38298031978054,148.611,401.955
15,Company_15,202.82,923.13,100.91,43238.15,487,Suburban,No,10.674478486379028,210.091,336.282
16,Company_16,160.02,615.97,486.87,32433.19,658,Urban,No,10.386937560174536,327.687,459.002
17,Company_17,292.47,762.76,981.28,22436.39,755,Rural,Yes,10.018439473254828,433.128,232.247
18,Company_18,331.51,800.32,145.21,65352.83,631,Rural,Yes,11.087556023393986,388.521,358.151
19,Company_19,508.01,104.76,862.05,67955.82,579,Rural,No,11.126613067125563,576.205,465.801
20,Company_20,484.81,906.52,943.38,70611.44,692,Urban,No,11.164947450014383,325.33799999999997,513.481
21,Company_21,769.67,739.38,736.02,76562.51,383,Suburban,Yes,11.245862810333419,455.602,197.96699999999998
22,Company_22,533.36,234.46,657.71,38283.05,722,Urban,No,10.552762518463977,416.771,354.336
23,Company_23,641.84,872.33,487.84,42673.07,791,Suburban,Yes,10.661323321098049,183.784,208.184
24,Company_24,700.51,197.06,621.79,66410.79,503,Urban,No,11.10361482226283,257.179,341.051
25,Company_25,628.84,292.82,571.1,72622.08,997,Urban,No,11.19302428680546,240.11,317.884
26,Company_26,653.23,970.24,221.15,81298.66,667,Suburban,No,11.305884813235249,382.115,371.323
27,Company_27,747.52,130.58,938.29,73435.38,990,Urban,No,11.204161114818818,214.829,339.752
28,Company_28,878.41,322.67,211.96,77726.12,556,Rural,No,11.260946644601198,438.196,371.841
29,Company_29,758.14,433.16,956.4,33200.84,568,Suburban,No,10.410330455789328,458.64,510.81399999999996
30,Company_30,916.25,613.21,455.27,43485.34,347,Rural,No,10.680179148781386,252.527,267.625
31,Company_31,900.34,969.81,394.83,50244.63,433,Rural,No,10.824658954539137,373.483,322.034
32,Company_32,996.22,755.3,640.05,33162.77,550,Urban,No,10.409183140139199,514.005,450.622
33,Company_33,515.17,844.15,161.39,57032.93,853,Rural,Yes,10.951384099299384,272.139,470.517
34,Company_34,540.93,578.49,650.09,74078.09,806,Suburban,Yes,11.21287508605031,236.00900000000001,334.093
35,Company_35,366.24,940.41,849.01,19617.56,483,Rural,Yes,9.884180362490643,519.901,169.624
36,Company_36,405.22,450.03,380.13,11929.17,371,Rural,No,9.386741940165397,290.013,425.522
37,Company_37,760.77,517.35,208.94,86851.29,464,Suburban,No,11.371952624754107,145.894,425.077
38,Company_38,818.17,404.74,315.82,78053.26,201,Suburban,Yes,11.265146693168688,265.582,258.817
39,Company_39,586.03,697.5,155.23,42210.17,931,Suburban,No,10.650416466250073,158.523,523.603
40,Company_40,814.27,687.38,477.47,18756.58,673,Urban,Yes,9.839299903169191,295.747,192.427
41,Company_41,872.52,234.9,598.33,33207.98,178,Urban,No,10.410545487468179,269.833,469.252
42,Company_42,318.98,744.42,671.43,45471.87,404,Rural,No,10.72484917199056,178.143,350.898
43,Company_43,453.11,750.88,926.15,99013.81,875,Suburban,No,11.503014614337706,490.615,434.311
44,Company_44,130.39,274.92,629.0,13707.42,384,Urban,Yes,9.525692571040127,474.9,479.039
45,Company_45,578.76,368.08,890.9,26604.81,901,Rural,No,10.188847305490215,324.09000000000003,202.876
46,Company_46,265.4,987.58,137.93,39924.26,335,Suburban,No,10.594739438158781,349.793,331.54
47,Company_47,743.33,304.14,867.21,90417.33,567,Urban,Yes,11.412191231547315,371.721,453.33299999999997
48,Company_48,873.08,651.74,589.46,49837.92,599,Urban,Yes,10.816531419043114,371.946,299.308
49,Company_49,797.72,610.35,866.25,71390.29,680,Urban,Yes,11.17591714468184,317.625,432.772
50,Company_50,173.31,403.93,398.59,19134.31,577,Rural,No,9.859238337632949,383.859,427.331
51,Company_51,713.05,943.63,786.47,33400.45,814,Suburban,No,10.416324651927923,242.647,554.305
52,Company_52,769.5,939.62,827.64,15891.9,622,Urban,No,9.673564824440492,500.764,351.95
53,Company_53,424.01,131.65,979.59,68631.67,998,Rural,Yes,11.13650936898853,240.959,315.401
54,Company_54,923.68,474.15,214.87,18889.97,631,Suburban,Yes,9.84638637235242,403.487,459.368
55,Company_55,671.6,928.96,584.73,93556.96,965,Suburban,No,11.446325727652052,191.473,350.15999999999997
56,Company_56,740.88,450.42,624.08,75711.44,741,Rural,Yes,11.234684550861001,524.408,318.08799999999997
57,Company_57,409.56,660.05,574.35,30617.71,416,Rural,No,10.32933387869449,211.435,536.956
58,Company_58,436.2,294.82,599.98,78445.43,977,Urban,Yes,11.270158502799614,276.998,387.62
59,Company_59,516.54,770.6,290.97,37174.96,441,Suburban,Yes,10.523390695335847,419.097,475.654
60,Company_60,721.93,305.6,412.97,98848.66,842,Urban,Yes,11.501345272614115,316.297,280.193
61,Company_61,712.26,395.66,391.41,92570.96,996,Urban,No,11.435730764537892,151.14100000000002,496.226
62,Company_62,498.75,142.06,747.78,71608.94,917,Rural,Yes,11.178975205489529,536.778,380.875
63,Company_63,623.33,901.33,397.15,23513.3,567,Suburban,Yes,10.065321497485543,362.715,297.333
64,Company_64,263.36,133.88,830.99,20195.09,241,Urban,Yes,9.913194784536234,392.099,319.336
65,Company_65,479.22,672.42,688.79,41600.33,951,Suburban,No,10.635863378910198,528.879,334.922
66,Company_66,586.48,947.72,733.06,13215.54,624,Rural,Yes,9.489148688859606,487.306,478.648
67,Company_67,145.29,158.54,178.11,64118.35,910,Rural,Yes,11.068485873391767,260.811,258.529
68,Company_68,267.7,992.49,846.41,83839.88,127,Urban,No,11.336664068256136,552.641,188.77
69,Company_69,207.33,621.93,942.4,54187.36,793,Suburban,Yes,10.900202949897876,349.24,518.733
70,Company_70,107.17,406.95,154.29,15249.9,383,Suburban,Yes,9.632328224637009,506.429,294.717
71,Company_71,835.06,230.35,568.8,91044.0,294,Rural,No,11.419098185126074,318.88,291.506
72,Company_72,149.12,861.62,775.5,97301.35,155,Urban,No,11.485568142692438,360.55,156.912
73,Company_73,385.5,741.6,846.34,19971.89,201,Rural,Yes,9.902081063894537,205.63400000000001,445.55
74,Company_74,363.13,524.32,314.91,46296.94,763,Rural,Yes,10.742831147177496,255.491,284.313
75,Company_75,647.69,363.06,973.17,77340.29,460,Urban,No,11.25597031483101,381.317,278.769
76,Company_76,439.41,498.97,944.89,30625.18,754,Rural,Yes,10.329577825380776,526.489,258.94100000000003
77,Company_77,466.64,397.98,979.11,86794.57,418,Rural,Yes,11.371299341087946,417.911,347.664
78,Company_78,641.64,202.48,850.07,29307.04,807,Urban,No,10.285583039181757,259.007,379.164
79,Company_79,732.01,600.48,239.65,93479.02,864,Rural,Yes,11.445492305071953,246.965,195.201
80,Company_80,922.97,177.28,277.08,83955.43,883,Urban,Yes,11.33804134177189,500.70799999999997,222.297
81,Company_81,627.27,621.58,542.03,87676.13,277,Urban,No,11.38140496343402,546.203,518.727
82,Company_82,165.15,637.29,220.57,35181.96,313,Urban,Yes,10.468288730213176,371.057,246.515
83,Company_83,819.04,221.6,785.02,16422.34,471,Urban,No,9.706397881988158,424.502,273.904
84,Company_84,495.01,235.24,793.64,18346.41,797,Suburban,No,9.817189194015675,465.36400000000003,229.501
85,Company_85,189.98,626.37,530.14,49793.11,669,Suburban,No,10.815631900027373,492.014,420.998
86,Company_86,786.61,983.8,224.61,27511.88,420,Urban,No,10.222373190369527,296.461,200.661
87,Company_87,775.36,813.93,242.21,94867.05,336,Rural,Yes,11.460231716720575,458.221,433.536
88,Company_88,316.03,569.38,505.27,31548.83,265,Suburban,Yes,10.35929178328807,307.527,299.603
89,Company_89,411.42,968.1,873.75,17001.83,274,Suburban,No,9.741076264303647,220.375,534.142
90,Company_90,360.91,720.1,917.41,33781.07,582,Suburban,Yes,10.427655865407793,473.741,252.091
91,Company_91,358.16,611.27,878.08,94174.16,361,Urban,Yes,11.452901112955821,500.808,146.816
92,Company_92,353.58,598.11,973.92,46314.41,797,Suburban,No,10.743208422753485,540.392,251.358
93,Company_93,796.81,261.4,254.01,36160.77,589,Suburban,No,10.495730108527182,202.401,310.681
94,Company_94,479.78,168.81,256.88,40033.55,561,Rural,No,10.597473131541856,467.688,210.978
95,Company_95,500.33,585.43,362.28,58187.29,708,Urban,No,10.971422224990354,253.228,302.033
96,Company_96,267.69,499.92,214.82,79427.15,318,Suburban,No,11.282595528333824,179.482,373.769
97,Company_97,755.05,985.95,179.24,82469.43,673,Suburban,Yes,11.320182958199297,140.924,446.505
98,Company_98,302.62,320.94,594.75,51363.17,367,Suburban,No,10.84667665764297,510.475,362.262
99,Company_99,714.96,972.27,684.7,26131.27,620,Rural,No,10.170887960471719,552.47,208.496
100,Company_100,945.42,505.3,509.87,57539.11,222,Urban,Yes,10.960220169485046,174.987,338.54200000000003
101,Company_101,160.02,165.31,985.52,97438.02,772,Urban,Yes,11.486971762540222,329.552,243.002
102,Company_102,445.92,108.59,838.78,65823.19,990,Rural,No,11.094727486834918,310.878,233.59199999999998
103,Company_103,591.79,603.5,225.38,17043.42,511,Suburban,Yes,9.74351948447026,211.538,287.179
104,Company_104,252.06,450.61,405.59,57402.73,571,Rural,No,10.95784714215228,316.55899999999997,462.206
105,Company_105,165.62,951.39,306.5,45833.17,398,Rural,Yes,10.73276334377794,173.65,386.562
106,Company_106,255.06,128.16,259.17,13244.48,616,Urban,No,9.491336140837323,395.91700000000003,362.506
107,Company_107,447.35,180.41,643.05,70700.8,449,Rural,No,11.166212167237902,476.305,380.735
108,Company_108,781.83,434.34,550.93,81277.04,720,Suburban,Yes,11.305618844826347,450.093,377.183
109,Company_109,169.85,134.46,977.71,94591.41,473,Suburban,No,11.45732194753443,239.77100000000002,273.985
110,Company_110,125.7,708.42,777.62,11615.85,473,Rural,Yes,9.360125823758061,452.762,334.57
111,Company_111,866.33,981.73,892.43,14848.63,251,Suburban,Yes,9.605662884082752,436.243,392.63300000000004
112,Company_112,725.77,590.82,558.44,15328.79,949,Urban,Yes,9.63748803854849,397.844,518.577
113,Company_113,958.57,191.31,188.92,97104.67,310,Urban,Yes,11.483544747870583,305.892,306.85699999999997
114,Company_114,729.39,511.32,120.71,69592.56,191,Urban,No,11.150412944056944,457.071,390.93899999999996
115,Company_115,365.17,638.89,288.41,18567.32,982,Rural,Yes,9.829158325138039,372.841,401.517
116,Company_116,265.79,429.39,476.28,86839.57,716,Urban,No,11.371817672344777,372.628,356.579
117,Company_117,559.33,264.97,113.88,15724.66,744,Rural,Yes,9.66298545971327,444.388,394.933
118,Company_118,781.96,443.32,862.47,74245.47,273,Rural,No,11.215132044702743,427.247,508.196
119,Company_119,890.02,331.77,697.16,83693.72,772,Rural,Yes,11.334919223794108,531.716,428.002
120,Company_120,358.86,588.14,768.94,84336.55,101,Urban,No,11.342570620606638,188.894,371.886
121,Company_121,589.37,192.81,994.71,30198.07,651,Urban,Yes,10.315533294036035,451.471,426.937
122,Company_122,808.28,297.7,455.05,30809.46,875,Urban,Yes,10.335577064660097,157.505,494.828
123,Company_123,988.78,307.96,869.8,44511.43,310,Suburban,Yes,10.703501289105592,455.98,326.878
124,Company_124,461.81,849.69,521.11,84053.28,549,Suburban,Yes,11.339206162465574,425.111,217.18099999999998
125,Company_125,438.73,683.75,458.4,34747.89,771,Rural,Yes,10.455874129724979,386.84,305.873
126,Company_126,791.33,299.04,650.17,84231.54,634,Urban,Yes,11.341324714414265,208.017,494.13300000000004
127,Company_127,369.59,143.99,204.6,27639.11,536,Rural,Yes,10.22698707765262,338.46,479.959
128,Company_128,524.05,885.87,431.91,22997.06,766,Suburban,Yes,10.04312166065388,507.19100000000003,410.405
129,Company_129,677.07,490.74,311.48,21524.13,781,Rural,No,9.97692991036063,444.148,564.707
130,Company_130,178.2,260.51,858.09,83651.2,562,Rural,No,11.334411051799224,185.809,333.82
131,Company_131,691.31,398.92,644.53,87442.53,582,Rural,No,11.378737056558094,443.453,357.131
132,Company_132,189.46,575.78,346.71,13257.65,284,Rural,Yes,9.492330023297646,296.671,473.946
133,Company_133,488.33,731.67,953.18,26643.92,489,Rural,Yes,10.190316260976394,559.318,406.83299999999997
134,Company_134,369.02,465.67,667.29,78924.61,793,Suburban,No,11.27624837201392,238.72899999999998,205.902
135,Company_135,738.44,879.57,465.81,92477.88,609,Suburban,No,11.434724759768017,365.581,546.844
136,Company_136,758.99,786.45,658.38,52134.69,989,Urban,Yes,10.861585841104548,218.838,231.899
137,Company_137,464.53,270.67,133.65,25976.63,552,Suburban,Yes,10.164952566645338,168.365,274.453
138,Company_138,580.02,793.08,931.46,40643.76,471,Rural,Yes,10.612600597657721,362.146,444.002
139,Company_139,274.51,795.06,500.42,35139.32,233,Rural,Yes,10.46707601038709,281.04200000000003,458.451
140,Company_140,959.71,868.21,107.06,49994.95,428,Rural,Yes,10.81967727930944,361.706,578.971
141,Company_141,354.71,563.01,350.48,42908.83,610,Urban,No,10.666832911242361,272.048,357.471
142,Company_142,396.03,603.89,128.42,39303.37,668,Urban,No,10.579065544817109,332.842,170.603
143,Company_143,892.61,311.16,670.46,43027.27,864,Suburban,Yes,10.669589379711221,549.046,279.26099999999997
144,Company_144,486.76,626.8,943.16,39879.69,50,Rural,No,10.593622450725602,318.31600000000003,189.676
145,Company_145,917.34,288.69,643.88,55254.01,873,Suburban,Yes,10.919696195931778,281.38800000000003,371.73400000000004
146,Company_146,435.58,284.0,802.41,14442.55,517,Suburban,Yes,9.577933989653928,362.241,241.558
147,Company_147,202.67,381.12,247.09,64747.68,871,Rural,Yes,11.07825314880404,335.709,272.267
148,Company_148,394.8,297.97,982.49,64826.8,825,Suburban,No,11.079474377086543,261.249,240.48000000000002
149,Company_149,703.7,551.4,223.33,52703.5,186,Rural,No,10.872437145986403,325.333,248.37
150,Company_150,271.26,639.62,669.86,54145.21,286,Urban,No,10.899424790529425,392.986,361.126
151,Company_151,741.21,534.21,734.27,99208.27,649,Urban,Yes,11.504976656733618,459.427,365.121
152,Company_152,946.16,900.51,456.7,12725.19,836,Rural,Yes,9.451338772544975,533.67,282.616
153,Company_153,230.74,396.22,221.36,44064.93,469,Rural,No,10.693419506970148,279.136,139.074
154,Company_154,390.33,162.83,592.72,41020.68,592,Urban,Yes,10.621831608768346,283.272,484.033
155,Company_155,729.59,982.05,479.26,33549.17,191,Suburban,No,10.420767402898578,377.926,280.959
156,Company_156,873.45,147.99,568.87,10530.31,621,Urban,No,9.262013044390788,262.887,409.345
157,Company_157,799.45,990.69,784.19,76686.49,803,Rural,No,11.247480831032389,299.419,216.945
158,Company_158,491.74,143.25,906.25,59283.77,370,Suburban,No,10.990090854439025,558.625,390.174
159,Company_159,367.87,208.07,473.62,83903.97,372,Suburban,Yes,11.33742820957182,282.362,264.787
160,Company_160,564.46,355.27,733.19,61663.32,609,Urban,No,11.029444543649397,275.319,363.446
161,Company_161,607.02,300.46,718.76,99731.85,231,Suburban,No,11.510240363309093,538.876,257.702
162,Company_162,363.2,676.84,915.1,81358.78,101,Urban,No,11.306624035526434,493.51,285.32
163,Company_163,976.79,481.49,329.12,87221.77,246,Urban,No,11.37620923470151,221.912,377.679
164,Company_164,738.36,396.44,379.5,95322.53,249,Rural,No,11.465021473034172,364.95,406.836
165,Company_165,785.54,427.37,589.4,84393.08,683,Suburban,No,11.343240686701314,288.94,373.554
166,Company_166,992.29,576.28,173.55,43056.45,352,Rural,No,10.670267324417088,470.355,363.229
167,Company_167,346.54,528.08,728.16,68761.38,309,Rural,Yes,11.138397529103418,195.816,262.654
168,Company_168,523.22,482.95,699.79,58914.32,735,Rural,No,10.983839464028723,344.979,293.322
169,Company_169,891.58,418.18,511.08,28763.31,576,Urban,Yes,10.26685589561593,178.108,286.158
170,Company_170,712.0,906.86,583.05,16881.59,957,Urban,Yes,9.73397895802674,309.305,519.2
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 Company Name 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 1 0 Company_1 284.02 181.81 982.67 641.66 452.15 728.05 29692.44 87929.36 963 201 Suburban Rural Yes 10.298647746934053 11.384289043829558 204.215 375.805 481.402 273.181
3 2 1 Company_2 591.75 563.58 232.7 957.81 597.47 555.95 37552.56 87873.23 222 953 Urban Rural No Yes 10.533496830634064 11.383650486662598 553.747 501.595 253.175 232.358
4 3 2 Company_3 514.2 580.85 466.73 890.49 388.52 437.24 23557.62 69639.0 355 578 Urban Rural No Yes 10.067204613987071 11.151080034215557 227.852 478.724 377.42 188.085
5 4 3 Company_4 893.84 973.37 633.71 993.31 580.73 468.34 89135.78 44580.21 496 997 Urban Suburban No 11.397916104118977 10.705045317561336 221.073 435.834 483.384 373.337
6 5 4 Company_5 306.54 241.84 844.63 285.02 474.67 483.51 60818.82 21252.13 117 808 Suburban Urban Yes 11.015654559530484 9.96421240462346 391.467 158.351 209.654 405.184
7 6 5 Company_6 830.89 368.0 831.11 315.75 177.37 525.42 73695.09 94743.97 279 578 Rural Urban No 11.207691454519859 11.458933479758539 372.737 245.542 473.089 332.8
8 7 6 Company_7 483.95 889.86 603.67 353.18 603.02 223.03 73826.05 67882.65 832 79 Rural Yes No 11.209466929335226 11.12553575806758 186.302 284.303 485.395 494.986
9 8 7 Company_8 483.1 203.75 525.24 914.91 116.64 971.29 83568.26 55768.34 242 195 Rural Urban Yes 11.333419061909991 10.92896160383392 437.664 240.129 500.31 212.375
10 9 8 Company_9 958.73 243.51 267.31 639.94 682.18 849.47 36015.98 74211.92 351 860 Suburban No Yes 10.491718007837608 11.21468006315341 433.217 248.947 460.873 135.351
11 10 9 Company_10 946.82 835.96 215.02 867.4 393.99 182.11 26255.05 28603.45 324 850 Suburban No Yes 10.175613630469309 10.261282618903437 472.399 364.211 381.682 188.596
12 11 10 Company_11 454.76 689.06 689.55 935.11 232.49 679.15 84782.37 81506.9 81 63 Suburban Rural Yes 11.3478428992222 11.308442958221967 243.249 543.915 260.476 395.906
13 12 11 Company_12 323.83 729.56 177.09 823.94 624.04 570.66 26639.31 39513.14 170 817 Suburban Urban No Yes 10.19014322341799 10.584388553798581 321.404 217.066 148.382 382.956
14 13 12 Company_13 425.17 743.22 396.05 796.77 274.2 994.43 31290.59 35647.21 265 628 Rural Suburban No 10.351072692349652 10.481426161910335 287.42 335.443 490.517 259.322
15 14 13 Company_14 109.55 434.41 739.42 627.26 406.11 640.54 87814.36 95550.17 788 312 Suburban Urban No Yes 11.38298031978054 11.467406728840045 148.611 521.054 401.955 465.44100000000003
16 15 14 Company_15 202.82 218.51 923.13 265.34 100.91 831.5 43238.15 74163.89 487 575 Suburban Rural No Yes 10.674478486379028 11.214032653017249 210.091 336.15 336.282 349.851
17 16 15 Company_16 160.02 324.18 615.97 651.97 486.87 628.53 32433.19 65263.67 658 976 Urban No 10.386937560174536 11.086190805158187 327.687 277.853 459.002 474.418
18 17 16 Company_17 292.47 263.97 762.76 560.28 981.28 936.33 22436.39 71442.85 755 281 Rural Urban Yes 10.018439473254828 11.176653108371672 433.128 423.63300000000004 232.247 356.397
19 18 17 Company_18 331.51 826.3 800.32 337.48 145.21 354.44 65352.83 39720.11 631 636 Rural Suburban Yes No 11.087556023393986 10.589612887540975 388.521 428.444 358.151 310.63
20 19 18 Company_19 508.01 157.45 104.76 801.45 862.05 438.72 67955.82 53164.35 579 586 Rural Suburban No 11.126613067125563 10.881143337921856 576.205 440.872 465.801 342.745
21 20 19 Company_20 484.81 857.4 906.52 256.3 943.38 336.24 70611.44 26539.89 692 962 Urban Rural No 11.164947450014383 10.186404163190344 325.33799999999997 193.624 513.481 348.74
22 21 20 Company_21 769.67 818.54 739.38 756.38 736.02 396.87 76562.51 31441.28 383 520 Suburban Rural Yes 11.245862810333419 10.355876958182606 455.602 502.687 197.96699999999998 570.854
23 22 21 Company_22 533.36 403.99 234.46 705.79 657.71 826.47 38283.05 56932.63 722 390 Urban Suburban No Yes 10.552762518463977 10.949623917962214 416.771 518.647 354.336 434.399
24 23 22 Company_23 641.84 685.33 872.33 651.77 487.84 178.3 42673.07 84452.8 791 774 Suburban Rural Yes No 10.661323321098049 11.343948077399748 183.784 285.83 208.184 399.533
25 24 23 Company_24 700.51 822.29 197.06 347.16 621.79 496.38 66410.79 39599.95 503 563 Urban Rural No 11.10361482226283 10.586583134615513 257.179 316.638 341.051 484.229
26 25 24 Company_25 628.84 974.83 292.82 177.56 571.1 867.46 72622.08 40712.78 997 330 Urban Suburban No 11.19302428680546 10.614297327055466 240.11 225.746 317.884 440.483
27 26 25 Company_26 653.23 439.19 970.24 804.07 221.15 984.96 81298.66 84754.7 667 164 Suburban Rural No Yes 11.305884813235249 11.347516480932141 382.115 350.496 371.323 198.91899999999998
28 27 26 Company_27 747.52 792.91 130.58 452.82 938.29 968.22 73435.38 20146.61 990 937 Urban No 11.204161114818818 9.910791315007794 214.829 260.822 339.752 471.291
29 28 27 Company_28 878.41 760.28 322.67 342.11 211.96 403.48 77726.12 72939.31 556 272 Rural No Yes 11.260946644601198 11.19738300448793 438.196 395.348 371.841 563.028
30 29 28 Company_29 758.14 138.05 433.16 932.66 956.4 775.93 33200.84 18503.91 568 344 Suburban Urban No Yes 10.410330455789328 9.825737340086217 458.64 444.59299999999996 510.81399999999996 196.805
31 30 29 Company_30 916.25 149.76 613.21 537.24 455.27 492.6 43485.34 32927.81 347 570 Rural No Yes 10.680179148781386 10.402072868451919 252.527 215.26 267.625 185.976
32 31 30 Company_31 900.34 979.46 969.81 249.46 394.83 491.61 50244.63 82109.54 433 129 Rural Urban No 10.824658954539137 11.315809488446245 373.483 268.161 322.034 231.946
33 32 31 Company_32 996.22 338.04 755.3 911.44 640.05 390.13 33162.77 63876.58 550 147 Urban Rural No Yes 10.409183140139199 11.064708063012214 514.005 445.013 450.622 336.804
34 33 32 Company_33 515.17 650.75 844.15 215.55 161.39 536.88 57032.93 85274.44 853 583 Rural Yes No 10.951384099299384 11.353630040276132 272.139 270.688 470.517 561.075
35 34 33 Company_34 540.93 198.36 578.49 555.99 650.09 513.68 74078.09 18940.55 806 820 Suburban Urban Yes 11.21287508605031 9.849060405389194 236.00900000000001 256.368 334.093 445.836
36 35 34 Company_35 366.24 928.72 940.41 675.62 849.01 330.83 19617.56 75800.87 483 320 Rural Yes No 9.884180362490643 11.235865049137155 519.901 256.08299999999997 169.624 216.872
37 36 35 Company_36 405.22 980.62 450.03 893.25 380.13 371.57 11929.17 54696.03 371 854 Rural Urban No Yes 9.386741940165397 10.909546408079658 290.013 439.157 425.522 382.062
38 37 36 Company_37 760.77 816.55 517.35 334.59 208.94 506.43 86851.29 55963.31 464 690 Suburban Rural No Yes 11.371952624754107 10.932451576422585 145.894 428.64300000000003 425.077 375.655
39 38 37 Company_38 818.17 811.93 404.74 613.86 315.82 689.11 78053.26 42557.86 201 823 Suburban Rural Yes 11.265146693168688 10.658619840796458 265.582 276.911 258.817 537.193
40 39 38 Company_39 586.03 233.05 697.5 373.08 155.23 577.32 42210.17 80566.43 931 530 Suburban Urban No Yes 10.650416466250073 11.296837340493292 158.523 277.732 523.603 518.305
41 40 39 Company_40 814.27 809.83 687.38 356.18 477.47 755.38 18756.58 99458.16 673 457 Urban Suburban Yes 9.839299903169191 11.507492332198147 295.747 369.538 192.427 550.983
42 41 40 Company_41 872.52 621.2 234.9 522.25 598.33 595.01 33207.98 87316.4 178 661 Urban Suburban No 10.410545487468179 11.37729358214565 269.833 526.501 469.252 367.12
43 42 41 Company_42 318.98 907.65 744.42 730.64 671.43 830.85 45471.87 30436.2 404 310 Rural Urban No 10.72484917199056 10.323387968440548 178.143 203.085 350.898 361.765
44 43 42 Company_43 453.11 220.93 750.88 688.61 926.15 996.21 99013.81 41344.79 875 794 Suburban No Yes 11.503014614337706 10.629701694931855 490.615 413.621 434.311 374.093
45 44 43 Company_44 130.39 117.81 274.92 576.3 629.0 264.84 13707.42 15830.0 384 784 Urban Rural Yes 9.525692571040127 9.669662152875057 474.9 374.484 479.039 182.781
46 45 44 Company_45 578.76 830.95 368.08 800.85 890.9 102.52 26604.81 13639.33 901 635 Rural No Yes 10.188847305490215 9.520712809956411 324.09000000000003 392.252 202.876 355.095
47 46 45 Company_46 265.4 675.16 987.58 304.52 137.93 977.42 39924.26 47128.26 335 762 Suburban Urban No 10.594739438158781 10.760628100076477 349.793 206.742 331.54 370.51599999999996
48 47 46 Company_47 743.33 361.35 304.14 271.19 867.21 922.51 90417.33 62800.89 567 766 Urban Suburban Yes 11.412191231547315 11.047724524330391 371.721 504.251 453.33299999999997 534.135
49 48 47 Company_48 873.08 277.52 651.74 628.81 589.46 310.08 49837.92 19127.61 599 666 Urban Rural Yes No 10.816531419043114 9.858888119971708 371.946 422.008 299.308 183.752
50 49 48 Company_49 797.72 768.86 610.35 962.58 866.25 169.23 71390.29 82513.95 680 709 Urban Rural Yes No 11.17591714468184 11.320722648937608 317.625 324.923 432.772 553.886
51 50 49 Company_50 173.31 640.49 403.93 256.78 398.59 477.52 19134.31 96026.28 577 989 Rural Urban No Yes 9.859238337632949 11.472377182987278 383.859 228.752 427.331 202.049
52 51 50 Company_51 713.05 703.49 943.63 572.21 786.47 670.69 33400.45 41241.23 814 374 Suburban Urban No 10.416324651927923 10.627193763098349 242.647 467.069 554.305 490.349
53 52 51 Company_52 769.5 603.88 939.62 740.35 827.64 384.55 15891.9 65698.37 622 790 Urban No Yes 9.673564824440492 11.092829394423687 500.764 170.45499999999998 351.95 362.388
54 53 52 Company_53 424.01 972.13 131.65 799.44 979.59 927.28 68631.67 95157.56 998 935 Rural Urban Yes 11.13650936898853 11.463289323062517 240.959 397.728 315.401 491.21299999999997
55 54 53 Company_54 923.68 193.37 474.15 697.4 214.87 243.1 18889.97 98193.26 631 605 Suburban Yes 9.84638637235242 11.494692856549156 403.487 390.31 459.368 426.337
56 55 54 Company_55 671.6 849.98 928.96 196.48 584.73 927.78 93556.96 83414.35 965 973 Suburban No Yes 11.446325727652052 11.33157563589593 191.473 293.778 350.15999999999997 382.998
57 56 55 Company_56 740.88 953.18 450.42 770.12 624.08 207.4 75711.44 55392.45 741 498 Rural Suburban Yes No 11.234684550861001 10.922198581859748 524.408 202.74 318.08799999999997 563.318
58 57 56 Company_57 409.56 381.56 660.05 998.22 574.35 860.09 30617.71 62313.91 416 335 Rural Suburban No Yes 10.32933387869449 11.039939954331839 211.435 382.009 536.956 207.156
59 58 57 Company_58 436.2 644.79 294.82 521.74 599.98 355.78 78445.43 75289.45 977 713 Urban Yes No 11.270158502799614 11.229095297730488 276.998 402.578 387.62 291.479
60 59 58 Company_59 516.54 505.59 770.6 860.44 290.97 789.47 37174.96 25900.97 441 585 Suburban Urban Yes 10.523390695335847 10.162035698723782 419.097 182.947 475.654 406.55899999999997
61 60 59 Company_60 721.93 369.43 305.6 872.67 412.97 895.61 98848.66 63241.28 842 675 Urban Rural Yes No 11.501345272614115 11.05471253147278 316.297 416.56100000000004 280.193 423.943
62 61 60 Company_61 712.26 419.27 395.66 513.8 391.41 452.13 92570.96 51223.88 996 838 Urban No 11.435730764537892 10.843961108544011 151.14100000000002 309.213 496.226 205.927
63 62 61 Company_62 498.75 196.58 142.06 924.12 747.78 338.96 71608.94 28298.88 917 859 Rural Yes No 11.178975205489529 10.250577506876448 536.778 457.896 380.875 364.658
64 63 62 Company_63 623.33 890.61 901.33 305.66 397.15 713.32 23513.3 50412.81 567 282 Suburban Rural Yes 10.065321497485543 10.828000588431252 362.715 299.332 297.333 397.06100000000004
65 64 63 Company_64 263.36 234.83 133.88 181.61 830.99 104.55 20195.09 15073.36 241 361 Urban Suburban Yes No 9.913194784536234 9.62068422629099 392.099 279.455 319.336 271.483
66 65 64 Company_65 479.22 889.35 672.42 562.21 688.79 116.14 41600.33 77654.42 951 784 Suburban Rural No Yes 10.635863378910198 11.260023749043118 528.879 337.614 334.922 523.935
67 66 65 Company_66 586.48 179.85 947.72 369.62 733.06 180.93 13215.54 69888.63 624 840 Rural Suburban Yes 9.489148688859606 11.15465825404697 487.306 422.093 478.648 247.985
68 67 66 Company_67 145.29 238.0 158.54 309.39 178.11 564.85 64118.35 51633.14 910 940 Rural Suburban Yes 11.068485873391767 10.851918993378646 260.811 537.485 258.529 205.8
69 68 67 Company_68 267.7 178.8 992.49 934.8 846.41 898.22 83839.88 45553.24 127 99 Urban Rural No Yes 11.336664068256136 10.726637030784127 552.641 430.822 188.77 281.88
70 69 68 Company_69 207.33 705.91 621.93 321.96 942.4 196.64 54187.36 34943.76 793 857 Suburban Yes 10.900202949897876 10.461495190949123 349.24 241.664 518.733 257.591
71 70 69 Company_70 107.17 417.35 406.95 650.65 154.29 516.24 15249.9 40390.81 383 873 Suburban Rural Yes 9.632328224637009 10.606357562825298 506.429 329.624 294.717 242.735
72 71 70 Company_71 835.06 143.56 230.35 132.64 568.8 319.8 91044.0 31165.9 294 509 Rural Suburban No Yes 11.419098185126074 10.347079827375628 318.88 418.98 291.506 503.356
73 72 71 Company_72 149.12 636.49 861.62 620.16 775.5 375.48 97301.35 35974.77 155 861 Urban No Yes 11.485568142692438 10.49057313840643 360.55 260.548 156.912 295.649
74 73 72 Company_73 385.5 356.74 741.6 585.65 846.34 467.6 19971.89 32974.8 201 250 Rural Yes 9.902081063894537 10.403498912366212 205.63400000000001 538.76 445.55 409.674
75 74 73 Company_74 363.13 647.81 524.32 566.75 314.91 659.68 46296.94 37617.13 763 524 Rural Suburban Yes No 10.742831147177496 10.535214810736983 255.491 263.96799999999996 284.313 300.781
76 75 74 Company_75 647.69 263.94 363.06 828.9 973.17 574.78 77340.29 76153.93 460 410 Urban No Yes 11.25597031483101 11.240511965658731 381.317 438.478 278.769 361.394
77 76 75 Company_76 439.41 905.98 498.97 734.15 944.89 692.96 30625.18 13377.47 754 651 Rural Urban Yes 10.329577825380776 9.501327227611464 526.489 363.296 258.94100000000003 469.598
78 77 76 Company_77 466.64 292.05 397.98 243.65 979.11 522.28 86794.57 49923.72 418 529 Rural Urban Yes 11.371299341087946 10.81825151949766 417.911 482.228 347.664 350.205
79 78 77 Company_78 641.64 393.86 202.48 999.51 850.07 735.64 29307.04 12433.38 807 415 Urban No 10.285583039181757 9.42814007030796 259.007 535.564 379.164 303.386
80 79 78 Company_79 732.01 517.7 600.48 326.34 239.65 529.63 93479.02 54028.27 864 874 Rural Urban Yes 11.445492305071953 10.89726270707692 246.965 230.963 195.201 504.77
81 80 79 Company_80 922.97 498.02 177.28 282.95 277.08 933.3 83955.43 25192.21 883 482 Urban Rural Yes No 11.33804134177189 10.134290098725792 500.70799999999997 280.33 222.297 480.802
82 81 80 Company_81 627.27 199.15 621.58 401.59 542.03 289.82 87676.13 22092.58 277 672 Urban Rural No 11.38140496343402 10.002997084523999 546.203 486.98199999999997 518.727 202.915
83 82 81 Company_82 165.15 954.83 637.29 314.75 220.57 347.98 35181.96 67309.26 313 972 Urban Yes 10.468288730213176 11.117053099035545 371.057 248.798 246.515 465.483
84 83 82 Company_83 819.04 338.55 221.6 394.23 785.02 140.73 16422.34 31921.77 471 182 Urban Suburban No Yes 9.706397881988158 10.371043501154208 424.502 385.073 273.904 275.855
85 84 83 Company_84 495.01 120.84 235.24 244.32 793.64 962.47 18346.41 37341.68 797 855 Suburban No Yes 9.817189194015675 10.527865408049326 465.36400000000003 263.247 229.501 117.084
86 85 84 Company_85 189.98 941.7 626.37 232.22 530.14 840.66 49793.11 64891.57 669 371 Suburban Urban No Yes 10.815631900027373 11.08047300211371 492.014 269.06600000000003 420.998 476.17
87 86 85 Company_86 786.61 643.17 983.8 912.04 224.61 990.06 27511.88 86883.99 420 914 Urban Rural No Yes 10.222373190369527 11.372329059527587 296.461 355.006 200.661 411.317
88 87 86 Company_87 775.36 678.76 813.93 791.29 242.21 717.2 94867.05 69956.18 336 334 Rural Yes 11.460231716720575 11.155624325011686 458.221 384.72 433.536 515.876
89 88 87 Company_88 316.03 231.47 569.38 396.41 505.27 659.0 31548.83 13992.44 265 602 Suburban Rural Yes No 10.35929178328807 9.546272462744886 307.527 549.9 299.603 495.147
90 89 88 Company_89 411.42 784.71 968.1 953.34 873.75 450.9 17001.83 93706.25 274 760 Suburban Rural No 9.741076264303647 11.447920168243213 220.375 519.09 534.142 365.471
91 90 89 Company_90 360.91 113.94 720.1 508.95 917.41 223.49 33781.07 39526.07 582 935 Suburban Rural Yes 10.427655865407793 10.584715733184998 473.741 353.349 252.091 172.394
92 91 90 Company_91 358.16 606.5 611.27 550.16 878.08 774.11 94174.16 21875.64 361 57 Urban Rural Yes 11.452901112955821 9.99312896794069 500.808 516.4110000000001 146.816 309.65
93 92 91 Company_92 353.58 447.17 598.11 663.18 973.92 423.41 46314.41 23303.28 797 170 Suburban Rural No Yes 10.743208422753485 10.056349402178457 540.392 240.341 251.358 366.717
94 93 92 Company_93 796.81 611.27 261.4 585.54 254.01 959.77 36160.77 76513.0 589 513 Suburban Rural No 10.495730108527182 11.245215940017895 202.401 440.977 310.681 300.127
95 94 93 Company_94 479.78 902.52 168.81 379.67 256.88 796.35 40033.55 51981.86 561 591 Rural Urban No Yes 10.597473131541856 10.858650090548744 467.688 281.635 210.978 361.252
96 95 94 Company_95 500.33 301.42 585.43 490.92 362.28 480.54 58187.29 26329.43 708 179 Urban Rural No Yes 10.971422224990354 10.178442603946115 253.228 409.054 302.033 406.142
97 96 95 Company_96 267.69 819.3 499.92 826.17 214.82 491.49 79427.15 90948.99 318 995 Suburban No 11.282595528333824 11.418054078881859 179.482 240.149 373.769 414.93
98 97 96 Company_97 755.05 911.38 985.95 265.66 179.24 592.57 82469.43 20074.86 673 870 Suburban Rural Yes 11.320182958199297 9.907223564942575 140.924 423.257 446.505 283.13800000000003
99 98 97 Company_98 302.62 779.57 320.94 543.64 594.75 929.73 51363.17 14326.93 367 833 Suburban Rural No Yes 10.84667665764297 9.56989626200163 510.475 460.973 362.262 351.957
100 99 98 Company_99 714.96 153.96 972.27 660.67 684.7 354.21 26131.27 83007.2 620 745 Rural Urban No 10.170887960471719 11.326682630004385 552.47 318.421 208.496 433.396
101 100 99 Company_100 945.42 932.37 505.3 892.01 509.87 202.12 57539.11 60293.69 222 887 Urban Yes No 10.960220169485046 11.00698273379035 174.987 210.212 338.54200000000003 285.23699999999997
102 101 100 Company_101 160.02 126.64 165.31 832.47 985.52 671.04 97438.02 96563.41 772 475 Urban Yes No 11.486971762540222 11.477955169978017 329.552 218.10399999999998 243.002 398.664
103 102 101 Company_102 445.92 270.89 108.59 706.51 838.78 300.61 65823.19 90204.11 990 749 Rural Suburban No 11.094727486834918 11.409830270422843 310.878 311.061 233.59199999999998 477.089
104 103 102 Company_103 591.79 482.48 603.5 958.61 225.38 183.12 17043.42 43168.79 511 593 Suburban Rural Yes No 9.74351948447026 10.67287305943306 211.538 471.312 287.179 325.248
105 104 103 Company_104 252.06 990.28 450.61 733.96 405.59 469.56 57402.73 76332.37 571 994 Rural No 10.95784714215228 11.242852373701297 316.55899999999997 227.95600000000002 462.206 261.028
106 105 104 Company_105 165.62 388.18 951.39 850.49 306.5 435.17 45833.17 32055.5 398 785 Rural Urban Yes 10.73276334377794 10.375224054490317 173.65 485.517 386.562 453.818
107 106 105 Company_106 255.06 984.39 128.16 414.52 259.17 197.17 13244.48 33821.73 616 736 Urban No Yes 9.491336140837323 10.428858774308102 395.91700000000003 402.717 362.506 293.43899999999996
108 107 106 Company_107 447.35 761.21 180.41 183.54 643.05 281.11 70700.8 55013.96 449 260 Rural No Yes 11.166212167237902 10.915342250190042 476.305 481.111 380.735 388.121
109 108 107 Company_108 781.83 331.91 434.34 279.02 550.93 877.44 81277.04 53710.83 720 362 Suburban Urban Yes No 11.305618844826347 10.891369936140743 450.093 244.744 377.183 530.191
110 109 108 Company_109 169.85 469.56 134.46 264.7 977.71 851.26 94591.41 76110.9 473 575 Suburban Rural No 11.45732194753443 11.239946766181669 239.77100000000002 251.126 273.985 345.956
111 110 109 Company_110 125.7 971.54 708.42 881.07 777.62 334.09 11615.85 58867.43 473 578 Rural Suburban Yes 9.360125823758061 10.983043245557232 452.762 199.409 334.57 391.154
112 111 110 Company_111 866.33 517.61 981.73 616.48 892.43 893.11 14848.63 72042.76 251 787 Suburban Rural Yes No 9.605662884082752 11.185015110604866 436.243 523.311 392.63300000000004 473.761
113 112 111 Company_112 725.77 400.81 590.82 368.37 558.44 725.7 15328.79 23609.77 949 891 Urban Suburban Yes 9.63748803854849 10.069415888397208 397.844 366.57 518.577 175.08100000000002
114 113 112 Company_113 958.57 453.79 191.31 493.83 188.92 974.96 97104.67 90456.84 310 167 Urban Rural Yes 11.483544747870583 11.412628109854797 305.892 411.496 306.85699999999997 427.379
115 114 113 Company_114 729.39 941.13 511.32 837.6 120.71 410.3 69592.56 32438.24 191 520 Urban Suburban No Yes 11.150412944056944 10.38709325275015 457.071 364.03 390.93899999999996 224.113
116 115 114 Company_115 365.17 748.24 638.89 400.21 288.41 504.45 18567.32 41249.5 982 921 Rural Urban Yes No 9.829158325138039 10.627394270477243 372.841 218.445 401.517 541.824
117 116 115 Company_116 265.79 133.89 429.39 994.03 476.28 956.81 86839.57 87486.73 716 685 Urban Rural No 11.371817672344777 11.379242403701742 372.628 341.681 356.579 283.389
118 117 116 Company_117 559.33 215.17 264.97 615.03 113.88 922.44 15724.66 57195.4 744 479 Rural Suburban Yes No 9.66298545971327 10.954228754553641 444.388 340.244 394.933 150.517
119 118 117 Company_118 781.96 273.3 443.32 200.4 862.47 702.29 74245.47 91578.5 273 282 Rural Urban No Yes 11.215132044702743 11.424951806954867 427.247 468.229 508.196 389.33
120 119 118 Company_119 890.02 727.88 331.77 435.23 697.16 623.45 83693.72 88235.21 772 802 Rural Yes No 11.334919223794108 11.387761368682435 531.716 467.345 428.002 246.788
121 120 119 Company_120 358.86 500.21 588.14 244.24 768.94 743.84 84336.55 88539.28 101 213 Urban No Yes 11.342570620606638 11.391201574335291 188.894 198.38400000000001 371.886 289.021
122 121 120 Company_121 589.37 492.05 192.81 549.08 994.71 197.37 30198.07 36497.09 651 698 Urban Suburban Yes 10.315533294036035 10.504987810364897 451.471 293.737 426.937 524.205
123 122 121 Company_122 808.28 242.04 297.7 645.31 455.05 338.0 30809.46 15847.92 875 625 Urban Suburban Yes No 10.335577064660097 9.670793540410068 157.505 288.8 494.828 503.204
124 123 122 Company_123 988.78 169.61 307.96 943.12 869.8 489.47 44511.43 94776.28 310 339 Suburban Rural Yes No 10.703501289105592 11.459274445964661 455.98 396.947 326.878 284.961
125 124 123 Company_124 461.81 997.7 849.69 668.06 521.11 149.31 84053.28 85691.25 549 924 Suburban Urban Yes No 11.339206162465574 11.358505999023217 425.111 249.931 217.18099999999998 254.77
126 125 124 Company_125 438.73 980.24 683.75 952.38 458.4 156.39 34747.89 64771.22 771 488 Rural Urban Yes 10.455874129724979 11.078616647880379 386.84 249.639 305.873 320.024
127 126 125 Company_126 791.33 823.52 299.04 620.72 650.17 152.73 84231.54 80077.4 634 167 Urban Yes 11.341324714414265 11.290748945929552 208.017 183.273 494.13300000000004 482.352
128 127 126 Company_127 369.59 518.56 143.99 264.76 204.6 894.63 27639.11 21886.95 536 544 Rural Urban Yes 10.22698707765262 9.99364584778038 338.46 392.46299999999997 479.959 459.856
129 128 127 Company_128 524.05 516.9 885.87 541.19 431.91 284.53 22997.06 79221.17 766 481 Suburban Urban Yes 10.04312166065388 11.279998840064575 507.19100000000003 168.453 410.405 416.69
130 129 128 Company_129 677.07 479.06 490.74 821.23 311.48 812.31 21524.13 45671.01 781 578 Rural No Yes 9.97692991036063 10.729219021108582 444.148 574.231 564.707 207.906
131 130 129 Company_130 178.2 864.87 260.51 370.37 858.09 627.0 83651.2 99571.15 562 335 Rural No 11.334411051799224 11.508627742978986 185.809 166.7 333.82 538.487
132 131 130 Company_131 691.31 106.9 398.92 451.78 644.53 741.94 87442.53 84024.35 582 712 Rural Suburban No Yes 11.378737056558094 11.338861916770467 443.453 338.194 357.131 378.69
133 132 131 Company_132 189.46 480.63 575.78 972.01 346.71 956.7 13257.65 30156.57 284 517 Rural Suburban Yes 9.492330023297646 10.31415808886406 296.671 558.67 473.946 243.063
134 133 132 Company_133 488.33 467.69 731.67 512.18 953.18 484.88 26643.92 26439.75 489 636 Rural Yes No 10.190316260976394 10.18262383855027 559.318 458.488 406.83299999999997 496.769
135 134 133 Company_134 369.02 338.95 465.67 482.23 667.29 735.23 78924.61 65016.58 793 500 Suburban No Yes 11.27624837201392 11.082397593274264 238.72899999999998 225.523 205.902 355.895
136 135 134 Company_135 738.44 396.97 879.57 167.31 465.81 970.9 92477.88 16871.64 609 796 Suburban Urban No Yes 11.434724759768017 9.73338938480437 365.581 501.09000000000003 546.844 360.697
137 136 135 Company_136 758.99 443.34 786.45 726.96 658.38 811.81 52134.69 19889.06 989 186 Urban Suburban Yes 10.861585841104548 9.89792511080162 218.838 528.181 231.899 533.334
138 137 136 Company_137 464.53 900.26 270.67 735.27 133.65 322.44 25976.63 73358.44 552 674 Suburban Yes 10.164952566645338 11.203112841709697 168.365 335.244 274.453 343.026
139 138 137 Company_138 580.02 298.84 793.08 960.18 931.46 833.89 40643.76 32517.38 471 521 Rural Yes 10.612600597657721 10.38952999461049 362.146 355.389 444.002 338.884
140 139 138 Company_139 274.51 514.11 795.06 138.94 500.42 403.06 35139.32 73790.3 233 600 Rural Yes No 10.46707601038709 11.208982565635692 281.04200000000003 373.306 458.451 287.411
141 140 139 Company_140 959.71 563.71 868.21 895.07 107.06 230.42 49994.95 35866.03 428 717 Rural Yes No 10.81967727930944 10.487545886954793 361.706 239.042 578.971 317.371
142 141 140 Company_141 354.71 233.85 563.01 759.24 350.48 700.57 42908.83 65060.34 610 787 Urban Rural No 10.666832911242361 11.083070425958969 272.048 232.05700000000002 357.471 271.385
143 142 141 Company_142 396.03 931.02 603.89 738.56 128.42 668.2 39303.37 77652.7 668 697 Urban No Yes 10.579065544817109 11.260001599382495 332.842 521.82 170.603 392.102
144 143 142 Company_143 892.61 212.83 311.16 695.04 670.46 321.17 43027.27 18167.74 864 646 Suburban Rural Yes 10.669589379711221 9.807402772806727 549.046 455.117 279.26099999999997 180.28300000000002
145 144 143 Company_144 486.76 924.34 626.8 205.86 943.16 558.88 39879.69 52162.63 50 780 Rural Suburban No Yes 10.593622450725602 10.86212161710854 318.31600000000003 425.888 189.676 415.43399999999997
146 145 144 Company_145 917.34 249.21 288.69 863.7 643.88 749.47 55254.01 84617.29 873 62 Suburban Urban Yes No 10.919696195931778 11.34589389823535 281.38800000000003 207.947 371.73400000000004 349.921
147 146 145 Company_146 435.58 726.16 284.0 794.73 802.41 746.1 14442.55 62798.43 517 763 Suburban Rural Yes No 9.577933989653928 11.047685352143786 362.241 310.61 241.558 533.616
148 147 146 Company_147 202.67 948.13 381.12 792.63 247.09 192.63 64747.68 73034.29 871 730 Rural Suburban Yes No 11.07825314880404 11.19868433587119 335.709 204.263 272.267 380.813
149 148 147 Company_148 394.8 270.83 297.97 206.89 982.49 219.69 64826.8 13885.75 825 153 Suburban Urban No 11.079474377086543 9.53861841340637 261.249 288.969 240.48000000000002 487.08299999999997
150 149 148 Company_149 703.7 272.47 551.4 649.86 223.33 407.02 52703.5 58794.83 186 719 Rural Suburban No 10.872437145986403 10.981809204851006 325.333 230.702 248.37 388.247
151 150 149 Company_150 271.26 896.82 639.62 782.03 669.86 746.84 54145.21 81132.02 286 590 Urban Suburban No Yes 10.899424790529425 11.303832983390505 392.986 402.68399999999997 361.126 300.682
152 151 150 Company_151 741.21 589.6 534.21 665.02 734.27 990.66 99208.27 34608.49 649 157 Urban Yes 11.504976656733618 10.45185430666866 459.427 433.06600000000003 365.121 160.96
153 152 151 Company_152 946.16 643.56 900.51 747.96 456.7 727.56 12725.19 70969.34 836 259 Rural Urban Yes No 9.451338772544975 11.170003231771686 533.67 381.756 282.616 509.356
154 153 152 Company_153 230.74 197.82 396.22 825.05 221.36 703.02 44064.93 82097.85 469 105 Rural Urban No Yes 10.693419506970148 11.315667107521492 279.136 502.302 139.074 422.782
155 154 153 Company_154 390.33 894.06 162.83 451.21 592.72 306.92 41020.68 74212.65 592 254 Urban Yes No 10.621831608768346 11.214689899799728 283.272 425.692 484.033 541.406
156 155 154 Company_155 729.59 543.93 982.05 974.84 479.26 140.75 33549.17 83785.49 191 519 Suburban Urban No 10.420767402898578 11.336015121119924 377.926 288.075 280.959 240.393
157 156 155 Company_156 873.45 319.43 147.99 298.48 568.87 775.91 10530.31 45520.75 621 824 Urban Rural No Yes 9.262013044390788 10.725923544938645 262.887 469.591 409.345 279.943
158 157 156 Company_157 799.45 233.39 990.69 615.17 784.19 724.77 76686.49 90675.17 803 284 Rural No Yes 11.247480831032389 11.415038838977027 299.419 389.477 216.945 354.339
159 158 157 Company_158 491.74 928.81 143.25 981.92 906.25 359.93 59283.77 92439.1 370 235 Suburban Urban No 10.990090854439025 11.434305328295919 558.625 454.993 390.174 273.881
160 159 158 Company_159 367.87 704.18 208.07 559.39 473.62 182.05 83903.97 44391.3 372 820 Suburban Rural Yes 11.33742820957182 10.700798783274456 282.362 337.205 264.787 528.418
161 160 159 Company_160 564.46 154.02 355.27 251.18 733.19 865.35 61663.32 98398.02 609 360 Urban Suburban No 11.029444543649397 11.496775960886676 275.319 291.53499999999997 363.446 364.402
162 161 160 Company_161 607.02 275.54 300.46 406.26 718.76 568.47 99731.85 27050.68 231 69 Suburban No 11.510240363309093 10.20546742259082 538.876 520.847 257.702 180.554
163 162 161 Company_162 363.2 398.32 676.84 919.29 915.1 546.25 81358.78 98471.58 101 220 Urban Rural No 11.306624035526434 11.49752325760921 493.51 397.625 285.32 463.832
164 163 162 Company_163 976.79 276.07 481.49 251.64 329.12 777.77 87221.77 36870.89 246 744 Urban Suburban No Yes 11.37620923470151 10.515177629803139 221.912 387.777 377.679 477.60699999999997
165 164 163 Company_164 738.36 645.63 396.44 243.57 379.5 345.2 95322.53 26267.46 249 334 Rural Suburban No Yes 11.465021473034172 10.176086189767442 364.95 206.51999999999998 406.836 537.563
166 165 164 Company_165 785.54 869.89 427.37 779.5 589.4 694.12 84393.08 33187.84 683 707 Suburban No Yes 11.343240686701314 10.40993882275291 288.94 174.412 373.554 486.98900000000003
167 166 165 Company_166 992.29 913.2 576.28 937.8 173.55 524.82 43056.45 93834.24 352 397 Rural Urban No Yes 10.670267324417088 11.449285100369293 470.355 527.482 363.229 406.32
168 167 166 Company_167 346.54 120.77 528.08 970.59 728.16 161.73 68761.38 56121.04 309 791 Rural Yes 11.138397529103418 10.935266065762434 195.816 349.173 262.654 405.077
169 168 167 Company_168 523.22 757.06 482.95 742.72 699.79 289.58 58914.32 49173.87 735 459 Rural No 10.983839464028723 10.80311766383716 344.979 447.95799999999997 293.322 499.706
170 169 168 Company_169 891.58 578.68 418.18 954.7 511.08 693.6 28763.31 92161.91 576 99 Urban Rural Yes No 10.26685589561593 11.431302200541351 178.108 563.36 286.158 531.8679999999999
171 170 169 Company_170 712.0 486.25 906.86 914.6 583.05 227.81 16881.59 41215.88 957 401 Urban Suburban Yes 9.73397895802674 10.626578897969104 309.305 266.781 519.2 432.625