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data.csv
ADDED
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1 |
+
idx,ProcessName,LaborHours,EnergyConsumption,LaborConditionScore,ProductionEfficiencyScore,EnvironmentalImpactScore,WasteProductionScore
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2 |
+
0,Spinning Wheel Pre-Conditioning,2.5,30,8,7,4,6
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3 |
+
1,Dyeing Stage with Organic Dyes,1.8,45,9,6,8,5
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4 |
+
2,Printing and Branding,1.2,25,7,8,6,7
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5 |
+
3,Quality Check and Packaging,1.0,20,8,9,5,4
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6 |
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4,Shipping Preparation,0.5,15,9,7,3,5
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7 |
+
5,Weaving,1.5,22,7,8,5,7
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8 |
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6,Weaving Stage with Automated Looms,3.0,35,6,8,5,6
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9 |
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7,Loom Setup and Preparation,3.0,35,7,6,5,8
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10 |
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8,Weaving,1.5,22,7,8,5,7
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11 |
+
9,Waterless Dyeing Technology,1.0,22,8,9,7,4
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12 |
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10,Fabric Washing with Low-Flow Systems,2.0,35,7,7,9,4
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13 |
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11,Artisan Handloom,3.5,10,10,5,9,2
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14 |
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12,Fabric Washing with Low-Flow Systems,2.0,35,7,7,9,4
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15 |
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13,Water Recycling in Bleaching,1.5,35,9,8,9,3
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16 |
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15,Shrinking Process,1.3,28,6,7,6,6
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17 |
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16,Full-Size Denim Manufacturing,4.2,50,7,7,6,8
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18 |
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17,Weaving,2.0,40,6,8,7,6
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19 |
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18,Hosiery,0.8,28,6,9,4,6
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20 |
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19,3D Printing for Pattern Design,0.8,18,9,9,8,3
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21 |
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20,Stitching with Automated Seam Sewing Machines,1.5,22,9,8,5,6
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22 |
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21,Solar-Powered Dyeing,2.0,20,10,7,10,1
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23 |
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22,Stitching with Automated Seam Sewing Machines,1.5,22,9,8,5,6
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24 |
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23,Advanced Dyeing Techniques with Minimal Chemicals,1.3,32,9,8,9,4
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25 |
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25,Crease Treatment,1.0,18,8,9,7,4
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26 |
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26,Heat Setting and Pressing,2.1,40,9,9,4,7
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27 |
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27,Gassing,1.5,30,9,7,6,4
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28 |
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28,Finishing,1.3,33,8,7,6,8
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29 |
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29,Automated Thread Selection,0.6,20,8,8,9,2
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30 |
+
30,Waterless Dyeing Process,1.7,40,8,6,7,5
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31 |
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31,Waterless Washing,1.5,35,8,6,7,3
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32 |
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32,Waterless Dyeing Process,1.7,40,8,6,7,5
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33 |
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33,Automated Stitching for Tailoring,0.8,18,10,9,7,2
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34 |
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35,Pre-Wash and Bleach,1.4,35,5,6,9,8
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35 |
+
36,Final Quality Inspection and Stitching,1.3,28,8,8,7,6
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36 |
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37,Color Fixation and Set-in,1.7,42,8,7,5,5
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37 |
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38,Packaging and Labeling,1.1,18,9,9,4,3
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38 |
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39,Chemical Treatment for Wrinkle Resistance,1.1,35,6,7,6,5
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39 |
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40,Cutting and Pattern Making,1.3,18,9,9,4,3
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40 |
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41,Automated Folding and Stitching,1.3,28,9,8,4,2
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41 |
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42,Organic Cotton Growing and Preparation,1.3,28,6,8,9,3
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42 |
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43,Sustainable Fabric Sorting,1.1,22,9,9,8,4
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43 |
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45,Weighting,1.1,21,8,8,5,5
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44 |
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46,Texturizing Process,1.5,22,7,8,5,5
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45 |
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47,Finishing and Pressing,1.3,28,8,8,6,3
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46 |
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48,Garment Assembly,2.0,37,5,6,7,9
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47 |
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49,Recycled Denim Collection,1.3,30,7,8,9,6
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48 |
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50,Fixing and Re-Stitching,0.8,10,10,8,3,2
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49 |
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51,Eco-Friendly Trimming,0.8,22,9,9,8,4
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50 |
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52,Chemical Treatment for Wrinkle Resistance,1.1,18,7,9,4,7
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51 |
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53,Innovative Drying Systems,1.0,28,10,8,9,3
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52 |
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55,Final Washing,1.2,30,7,7,6,7
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53 |
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56,Seam Finishing and Ironing,1.7,33,8,9,6,4
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54 |
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57,Quality Inspection and Rejection,0.8,22,9,7,4,7
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55 |
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58,Quality Control,0.9,25,8,9,5,6
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56 |
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59,Energy Recovery from Waste,0.4,10,9,8,10,1
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57 |
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60,Stretching and Ironing,1.1,12,8,8,5,6
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58 |
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61,Recycled Fabric Integration,1.7,18,7,6,10,3
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59 |
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62,Hand-Finishing Touches for Luxury Collection,1.8,33,10,7,6,5
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60 |
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63,Eco-Friendly Packaging Solutions,0.7,10,10,8,10,1
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61 |
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65,Finishing Touches,1.6,26,8,9,7,6
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62 |
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66,Label Attaching and Packaging,0.9,18,9,9,3,5
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63 |
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67,Marking and Cutting,0.9,25,7,9,6,6
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64 |
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68,Product Repacking,0.7,17,9,8,3,5
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65 |
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69,Biodegradable Finishing Treatments,0.7,23,8,8,9,3
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66 |
+
70,Sizing and Calendering,1.4,32,7,7,6,4
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67 |
+
71,AI-Powered Quality Inspection,0.9,21,9,9,7,1
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68 |
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72,Sustainable Water Recycling System Implementation,1.4,31,9,8,8,4
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69 |
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73,Improved Air Quality Monitoring,0.9,19,10,9,9,2
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70 |
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75,Stacking and Marking,0.9,19,9,8,5,4
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71 |
+
76,Roll-off Storage Preparation,0.7,10,9,7,2,3
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72 |
+
77,Assembly of Denim Garments,1.4,28,8,8,5,4
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73 |
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78,Storage and Distribution Preparation,0.6,12,10,8,2,4
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74 |
+
79,Eco-friendly Water Solutions,0.5,16,9,9,7,4
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75 |
+
80,Edge Finishing with Biodegradable Treatments,1.6,28,8,7,8,3
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76 |
+
81,3D Printing for Custom Designs,2.1,40,6,5,6,4
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77 |
+
82,Implementing Solar Power in Manufacturing Facility,1.6,26,8,9,7,5
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78 |
+
83,Green Energy Powering Manufacturing Plants,1.4,33,8,7,9,4
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79 |
+
85,Sizing and Assembly,1.8,40,4,5,8,9
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80 |
+
86,Customized Denim Cutting and Design,1.9,37,7,8,5,7
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81 |
+
87,Post-production Care and Maintenance,0.7,20,8,9,3,5
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82 |
+
88,Final Transport to Retailers,0.4,10,10,7,1,4
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83 |
+
89,Low-VOC Paints for Branding,0.7,21,8,8,8,2
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84 |
+
90,Final Inspection and Adjustment,1.2,15,9,9,4,2
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85 |
+
91,Greenhouse Gas Monitoring during Production,1.0,15,10,8,10,1
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86 |
+
92,Introduction of Biodegradable Shrink Plasters,1.2,24,8,7,8,6
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87 |
+
93,Tailored Machine Learning Optimization,0.6,17,10,9,8,1
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88 |
+
95,Packaging and Final Quality Control,0.7,12,9,7,3,5
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89 |
+
96,Final Review and Dispatch,0.4,12,9,9,3,4
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90 |
+
97,Maintenance and Calibration of Equipment,1.1,23,7,7,6,4
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91 |
+
98,Return Logistics,0.3,8,10,8,2,3
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92 |
+
99,Virtual Reality for Quality Control,0.9,15,9,8,7,4
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