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DenimManufacturingProcess

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idx
int64
0
99
ProcessName
stringlengths
7
50
LaborHours
float64
0.3
4.2
EnergyConsumption
int64
8
50
LaborConditionScore
int64
4
10
ProductionEfficiencyScore
int64
5
9
EnvironmentalImpactScore
int64
1
10
WasteProductionScore
int64
1
9
0
Spinning Wheel Pre-Conditioning
2.5
30
8
7
4
6
1
Dyeing Stage with Organic Dyes
1.8
45
9
6
8
5
2
Printing and Branding
1.2
25
7
8
6
7
3
Quality Check and Packaging
1
20
8
9
5
4
4
Shipping Preparation
0.5
15
9
7
3
5
5
Weaving
1.5
22
7
8
5
7
6
Weaving Stage with Automated Looms
3
35
6
8
5
6
7
Loom Setup and Preparation
3
35
7
6
5
8
8
Weaving
1.5
22
7
8
5
7
9
Waterless Dyeing Technology
1
22
8
9
7
4
10
Fabric Washing with Low-Flow Systems
2
35
7
7
9
4
11
Artisan Handloom
3.5
10
10
5
9
2
12
Fabric Washing with Low-Flow Systems
2
35
7
7
9
4
13
Water Recycling in Bleaching
1.5
35
9
8
9
3
15
Shrinking Process
1.3
28
6
7
6
6
16
Full-Size Denim Manufacturing
4.2
50
7
7
6
8
17
Weaving
2
40
6
8
7
6
18
Hosiery
0.8
28
6
9
4
6
19
3D Printing for Pattern Design
0.8
18
9
9
8
3
20
Stitching with Automated Seam Sewing Machines
1.5
22
9
8
5
6
21
Solar-Powered Dyeing
2
20
10
7
10
1
22
Stitching with Automated Seam Sewing Machines
1.5
22
9
8
5
6
23
Advanced Dyeing Techniques with Minimal Chemicals
1.3
32
9
8
9
4
25
Crease Treatment
1
18
8
9
7
4
26
Heat Setting and Pressing
2.1
40
9
9
4
7
27
Gassing
1.5
30
9
7
6
4
28
Finishing
1.3
33
8
7
6
8
29
Automated Thread Selection
0.6
20
8
8
9
2
30
Waterless Dyeing Process
1.7
40
8
6
7
5
31
Waterless Washing
1.5
35
8
6
7
3
32
Waterless Dyeing Process
1.7
40
8
6
7
5
33
Automated Stitching for Tailoring
0.8
18
10
9
7
2
35
Pre-Wash and Bleach
1.4
35
5
6
9
8
36
Final Quality Inspection and Stitching
1.3
28
8
8
7
6
37
Color Fixation and Set-in
1.7
42
8
7
5
5
38
Packaging and Labeling
1.1
18
9
9
4
3
39
Chemical Treatment for Wrinkle Resistance
1.1
35
6
7
6
5
40
Cutting and Pattern Making
1.3
18
9
9
4
3
41
Automated Folding and Stitching
1.3
28
9
8
4
2
42
Organic Cotton Growing and Preparation
1.3
28
6
8
9
3
43
Sustainable Fabric Sorting
1.1
22
9
9
8
4
45
Weighting
1.1
21
8
8
5
5
46
Texturizing Process
1.5
22
7
8
5
5
47
Finishing and Pressing
1.3
28
8
8
6
3
48
Garment Assembly
2
37
5
6
7
9
49
Recycled Denim Collection
1.3
30
7
8
9
6
50
Fixing and Re-Stitching
0.8
10
10
8
3
2
51
Eco-Friendly Trimming
0.8
22
9
9
8
4
52
Chemical Treatment for Wrinkle Resistance
1.1
18
7
9
4
7
53
Innovative Drying Systems
1
28
10
8
9
3
55
Final Washing
1.2
30
7
7
6
7
56
Seam Finishing and Ironing
1.7
33
8
9
6
4
57
Quality Inspection and Rejection
0.8
22
9
7
4
7
58
Quality Control
0.9
25
8
9
5
6
59
Energy Recovery from Waste
0.4
10
9
8
10
1
60
Stretching and Ironing
1.1
12
8
8
5
6
61
Recycled Fabric Integration
1.7
18
7
6
10
3
62
Hand-Finishing Touches for Luxury Collection
1.8
33
10
7
6
5
63
Eco-Friendly Packaging Solutions
0.7
10
10
8
10
1
65
Finishing Touches
1.6
26
8
9
7
6
66
Label Attaching and Packaging
0.9
18
9
9
3
5
67
Marking and Cutting
0.9
25
7
9
6
6
68
Product Repacking
0.7
17
9
8
3
5
69
Biodegradable Finishing Treatments
0.7
23
8
8
9
3
70
Sizing and Calendering
1.4
32
7
7
6
4
71
AI-Powered Quality Inspection
0.9
21
9
9
7
1
72
Sustainable Water Recycling System Implementation
1.4
31
9
8
8
4
73
Improved Air Quality Monitoring
0.9
19
10
9
9
2
75
Stacking and Marking
0.9
19
9
8
5
4
76
Roll-off Storage Preparation
0.7
10
9
7
2
3
77
Assembly of Denim Garments
1.4
28
8
8
5
4
78
Storage and Distribution Preparation
0.6
12
10
8
2
4
79
Eco-friendly Water Solutions
0.5
16
9
9
7
4
80
Edge Finishing with Biodegradable Treatments
1.6
28
8
7
8
3
81
3D Printing for Custom Designs
2.1
40
6
5
6
4
82
Implementing Solar Power in Manufacturing Facility
1.6
26
8
9
7
5
83
Green Energy Powering Manufacturing Plants
1.4
33
8
7
9
4
85
Sizing and Assembly
1.8
40
4
5
8
9
86
Customized Denim Cutting and Design
1.9
37
7
8
5
7
87
Post-production Care and Maintenance
0.7
20
8
9
3
5
88
Final Transport to Retailers
0.4
10
10
7
1
4
89
Low-VOC Paints for Branding
0.7
21
8
8
8
2
90
Final Inspection and Adjustment
1.2
15
9
9
4
2
91
Greenhouse Gas Monitoring during Production
1
15
10
8
10
1
92
Introduction of Biodegradable Shrink Plasters
1.2
24
8
7
8
6
93
Tailored Machine Learning Optimization
0.6
17
10
9
8
1
95
Packaging and Final Quality Control
0.7
12
9
7
3
5
96
Final Review and Dispatch
0.4
12
9
9
3
4
97
Maintenance and Calibration of Equipment
1.1
23
7
7
6
4
98
Return Logistics
0.3
8
10
8
2
3
99
Virtual Reality for Quality Control
0.9
15
9
8
7
4

DenimManufacturingProcess

tags: fabric_production, labor_conditions, energy_consumption) - A dataset containing information on various manufacturing processes for denim, aimed at regression tasks to optimize production methods based on labor conditions and energy consumption metrics.

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'DenimManufacturingProcess' dataset is a curated collection of data points from different stages of the denim production cycle. It aims to facilitate machine learning models to identify the optimal manufacturing processes by considering various factors such as labor conditions and energy consumption. Each row represents a unique manufacturing process with corresponding attributes and outcomes. The dataset is tailored for regression analysis with the goal of improving production efficiency, worker safety, and energy sustainability in the denim industry.

CSV Content Preview:

ProcessID,ProcessName,LaborHours,EnergyConsumption,LaborConditionScore,ProductionEfficiencyScore,EnvironmentalImpactScore,WasteProductionScore
001,Spinning Wheel Pre-Conditioning,2.5,30,8,7,4,6
002,Dyeing Stage with Organic Dyes,1.8,45,9,6,8,5
003,Printing and Branding,1.2,25,7,8,6,7
004,Quality Check and Packaging,1.0,20,8,9,5,4
005,Shipping Preparation,0.5,15,9,7,3,5

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'denim':

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Number of rows:
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