idx
int64 0
99
| Document ID
stringlengths 6
7
| Document Title
stringlengths 17
65
| Document Length
int64 600
3.5k
| Clarity Score
float64 3.8
4.9
| Completeness Score
float64 4.2
5
| Understandability Score
float64 3.9
5
| Efficiency Score
float64 4.3
5
| Labels
stringlengths 9
28
|
|---|---|---|---|---|---|---|---|---|
0
|
DOC001
|
PowerShell Command Overview
| 1,500
| 4.5
| 4.2
| 4.7
| 4.6
|
Comprehensive Overview
|
1
|
DOC002
|
Advanced PowerShell Scripting Techniques
| 3,200
| 3.8
| 4.5
| 3.9
| 4.3
|
Advanced Techniques
|
2
|
DOC003
|
Optimizing PowerShell Scripts for Performance
| 2,700
| 4.2
| 4.6
| 4.5
| 4.7
|
Performance Optimization
|
3
|
DOC004
|
Introduction to PowerShell Scripting
| 1,200
| 4.8
| 4.9
| 4.9
| 4.8
|
Introductory Guide
|
4
|
DOC005
|
Debugging PowerShell Scripts: Best Practices
| 2,200
| 4
| 4.4
| 4.2
| 4.5
|
Debugging Best Practices
|
5
|
DOC006
|
Creating Modular PowerShell Scripts
| 2,400
| 4.9
| 5
| 4.8
| 4.9
|
Modular Design
|
6
|
ADV006
|
PowerShell Regular Expressions and Pattern Matching
| 2,300
| 4.7
| 4.8
| 4.6
| 4.9
|
Advanced Techniques
|
7
|
DOC006
|
PowerShell Streamline Script Execution
| 2,300
| 4.7
| 4.8
| 4.8
| 4.9
|
Performance Optimization
|
8
|
INTG006
|
PowerShell in a Nutshell
| 1,300
| 4.9
| 5
| 5
| 4.9
|
Introductory Guide
|
9
|
DOC006
|
Breaking Down PowerShell Debugging Tools
| 2,000
| 4.6
| 4.7
| 4.8
| 4.7
|
Debugging Tools Overview
|
10
|
DOC006
|
PowerShell Data Handling
| 1,800
| 4.6
| 4.5
| 4.4
| 4.5
|
Data Handling Guide
|
11
|
DOC006
|
Utilizing Advanced Function Parameters in PowerShell
| 2,800
| 4.3
| 4.7
| 4.4
| 4.5
|
Advanced Function Parameters
|
12
|
DOC006
|
Performance Tuning with PowerShell
| 3,000
| 4.6
| 4.7
| 4.8
| 4.9
|
Performance Tuning
|
13
|
DOC006
|
Introduction to PowerShell Scripting
| 1,200
| 4.8
| 4.9
| 4.9
| 4.8
|
Introductory Guide
|
14
|
DOC006
|
Identifying Common Errors in PowerShell Scripts
| 1,800
| 4.3
| 4.7
| 4.6
| 4.4
|
Common Errors
|
15
|
DOC007
|
Best Practices for PowerShell Script Writing
| 2,000
| 4.7
| 4.6
| 4.6
| 4.8
|
Script Writing Standards
|
16
|
ADV007
|
PowerShell Parsing Data with Pester
| 2,800
| 4.4
| 4.7
| 4.3
| 4.8
|
Advanced Techniques
|
17
|
DOC007
|
Speeding Up PowerShell Scripts
| 1,900
| 4.6
| 4.7
| 4.7
| 4.8
|
Performance Optimization
|
18
|
INTG007
|
Getting Started with PowerShell
| 1,600
| 4.8
| 4.9
| 4.8
| 4.8
|
Introductory Guide
|
19
|
DOC007
|
Identifying and Resolving Common PowerShell Errors
| 2,400
| 4.2
| 4.3
| 4.1
| 4.4
|
Common Errors
|
20
|
DOC007
|
Mastering PowerShell Functions
| 2,100
| 4.3
| 4.7
| 4.2
| 4.6
|
Functions Mastery
|
21
|
DOC007
|
Deploying PowerShell Pester for Testing Scripts
| 3,500
| 4.6
| 4.8
| 4.7
| 4.8
|
Testing with Pester
|
22
|
DOC007
|
PowerShell Profiling for Optimization
| 2,800
| 4.4
| 4.6
| 4.5
| 4.7
|
Profiling Techniques
|
23
|
DOC007
|
Getting Started with PowerShell
| 1,400
| 4.7
| 4.8
| 4.7
| 4.7
|
Introductory Guide
|
24
|
DOC007
|
Utilizing PowerShell's Debugging Tools
| 2,500
| 4.6
| 4.8
| 4.7
| 4.6
|
Debugging Tools
|
25
|
DOC008
|
The Power of Parameterization in PowerShell Scripts
| 1,800
| 4.6
| 4.7
| 4.7
| 4.7
|
Parameterization Techniques
|
26
|
ADV008
|
PowerShell Advanced String Manipulation
| 2,500
| 4.9
| 4.9
| 4.9
| 4.9
|
Advanced Techniques
|
27
|
DOC008
|
High-Performance PowerShell Scripts
| 3,100
| 4.5
| 4.7
| 4.5
| 4.9
|
Performance Optimization
|
28
|
INTG008
|
PowerShell for Beginners: A Quick Start
| 800
| 4.7
| 4.8
| 4.6
| 4.7
|
Introductory Guide
|
29
|
DOC008
|
PowerShell Debugging Techniques for Developers
| 1,800
| 4.9
| 4.8
| 4.9
| 4.9
|
Developer-Focused Techniques
|
30
|
DOC008
|
Utilizing PowerShell for Automation
| 2,600
| 4.4
| 4.8
| 4.6
| 4.7
|
Automation Techniques
|
31
|
DOC008
|
Advanced Error Handling in PowerShell Scripts
| 2,300
| 4.2
| 4.3
| 4.2
| 4.4
|
Error Handling Techniques
|
32
|
DOC008
|
Efficient PowerShell Script Execution
| 2,000
| 4.7
| 4.8
| 4.7
| 4.8
|
Efficient Execution
|
33
|
DOC008
|
PowerShell for Beginners
| 1,000
| 4.6
| 4.7
| 4.5
| 4.6
|
Introductory Guide
|
34
|
DOC008
|
Best Practices for PowerShell Debugging
| 2,300
| 4.4
| 4.5
| 4.5
| 4.5
|
Best Practices
|
35
|
DOC009
|
PowerShell Script Templates for Beginners
| 1,000
| 4.8
| 4.9
| 4.9
| 4.8
|
Beginner's Guide
|
36
|
ADV009
|
Advanced Error Handling in PowerShell Scripts
| 2,600
| 4.6
| 4.8
| 4.5
| 4.8
|
Advanced Techniques
|
37
|
DOC009
|
Eliminating Redundancy in PowerShell Code
| 1,800
| 4.4
| 4.8
| 4.6
| 4.7
|
Performance Optimization
|
38
|
INTG009
|
Mastering PowerShell for Beginners
| 1,000
| 4.9
| 4.7
| 4.8
| 4.8
|
Introductory Guide
|
39
|
DOC009
|
Effective Use of PowerShell Debugger
| 2,600
| 4.7
| 4.5
| 4.6
| 4.8
|
Debugger Utilization
|
40
|
DOC009
|
PowerShell Security Best Practices
| 2,400
| 4.5
| 4.6
| 4.3
| 4.5
|
Security Best Practices
|
41
|
DOC009
|
PowerShell Parallel Scripting for High-Performance
| 2,900
| 4.5
| 4.6
| 4.6
| 4.7
|
Parallel Scripting
|
42
|
DOC009
|
PowerShell Parallel Processing
| 2,600
| 4.5
| 4.7
| 4.6
| 4.8
|
Parallel Processing
|
43
|
DOC009
|
PowerShell Basics
| 950
| 4.5
| 4.6
| 4.4
| 4.5
|
Introductory Guide
|
44
|
DOC009
|
Debugging Techniques for PowerShell Scripts
| 1,700
| 4.1
| 4.3
| 4.2
| 4.3
|
Techniques
|
45
|
DOC010
|
PowerShell Advanced Error Handling
| 2,600
| 4.4
| 4.5
| 4.3
| 4.6
|
Error Handling
|
46
|
ADV010
|
In-depth Analysis of PowerShell Pipeline Operations
| 3,000
| 4.8
| 4.9
| 4.7
| 4.9
|
Advanced Techniques
|
47
|
DOC010
|
Using PowerShell for High-Volume Data Processing
| 2,500
| 4.9
| 4.9
| 4.9
| 5
|
Performance Optimization
|
48
|
INTG010
|
PowerShell Fundamentals
| 900
| 4.6
| 4.5
| 4.5
| 4.6
|
Introductory Guide
|
49
|
DOC010
|
Troubleshooting PowerShell Scripts
| 2,800
| 4.4
| 4.2
| 4.3
| 4.5
|
Script Troubleshooting
|
50
|
DOC010
|
PowerShell Environment Setup for Beginners
| 1,300
| 4.7
| 4.8
| 4.8
| 4.6
|
Beginner's Guide
|
51
|
DOC010
|
PowerShell 7 Features for Power Users
| 1,900
| 4.7
| 4.8
| 4.8
| 4.8
|
PowerShell 7 Features
|
52
|
DOC010
|
Using .NET Framework for PowerShell Performance
| 3,400
| 4.3
| 4.5
| 4.4
| 4.6
|
.NET Framework Utilization
|
53
|
DOC010
|
First Steps in PowerShell
| 900
| 4.4
| 4.5
| 4.3
| 4.4
|
Introductory Guide
|
54
|
DOC010
|
Efficient Error Handling in PowerShell
| 2,000
| 4.2
| 4.6
| 4.4
| 4.5
|
Error Handling
|
55
|
DOC011
|
PowerShell Script Testing and Validation
| 2,300
| 4.7
| 4.8
| 4.6
| 4.8
|
Testing and Validation
|
56
|
ADV011
|
PowerShell Interactive Debugging Techniques
| 2,400
| 4.7
| 4.7
| 4.6
| 4.8
|
Advanced Techniques
|
57
|
DOC011
|
Advanced Caching Techniques in PowerShell
| 2,000
| 4.6
| 4.8
| 4.7
| 4.8
|
Performance Optimization
|
58
|
INTG011
|
An Introduction to PowerShell
| 700
| 4.8
| 4.7
| 4.7
| 4.7
|
Introductory Guide
|
59
|
DOC011
|
Step-by-Step Guide to Debugging PowerShell Scripts
| 1,600
| 4.8
| 4.9
| 4.8
| 4.7
|
Step-by-Step Guide
|
60
|
DOC011
|
Advanced Error Handling in PowerShell
| 2,900
| 4.2
| 4.5
| 4
| 4.3
|
Error Handling
|
61
|
DOC011
|
In-depth Guide to PowerShell Jobs and Runspaces
| 3,100
| 4.4
| 4.6
| 4.5
| 4.6
|
Jobs and Runspaces
|
62
|
DOC011
|
Minimizing Resource Consumption in PowerShell
| 2,200
| 4.8
| 4.9
| 4.7
| 4.8
|
Resource Minimization
|
63
|
DOC011
|
PowerShell 101: What You Need to Know
| 1,100
| 4.6
| 4.7
| 4.6
| 4.5
|
Introductory Guide
|
64
|
DOC011
|
PowerShell Debugging: A Step-by-Step Guide
| 1,900
| 4.5
| 4.5
| 4.6
| 4.4
|
Step-by-Step Guide
|
65
|
DOC012
|
PowerShell and Cloud Computing
| 3,000
| 4.5
| 4.6
| 4.5
| 4.7
|
Cloud Integration
|
66
|
ADV012
|
Automating Tasks with PowerShell Invoke-Command
| 2,900
| 4.5
| 4.6
| 4.4
| 4.7
|
Advanced Techniques
|
67
|
DOC012
|
PowerShell and Parallel Processing
| 1,700
| 4.5
| 4.9
| 4.7
| 4.8
|
Performance Optimization
|
68
|
INTG012
|
PowerShell Basics for Dummies
| 1,100
| 4.9
| 4.9
| 4.8
| 4.9
|
Introductory Guide
|
69
|
DOC012
|
PowerShell Error Handling Best Practices
| 2,300
| 4.3
| 4.4
| 4.2
| 4.4
|
Error Handling
|
70
|
DOC012
|
PowerShell Networking Essentials
| 2,000
| 4.6
| 4.7
| 4.5
| 4.5
|
Networking Guide
|
71
|
DOC012
|
Exploring PowerShell Streams for Data Processing
| 3,000
| 4.5
| 4.7
| 4.6
| 4.7
|
PowerShell Streams
|
72
|
DOC012
|
PowerShell PowerShell - Best Practices for Speed
| 2,300
| 4.2
| 4.3
| 4.3
| 4.5
|
Best Practices
|
73
|
DOC012
|
Learning PowerShell: A Beginner's Journey
| 1,300
| 4.5
| 4.6
| 4.5
| 4.6
|
Introductory Guide
|
74
|
DOC012
|
Profiling PowerShell Scripts for Optimization
| 2,100
| 4.3
| 4.7
| 4.6
| 4.4
|
Profiling
|
75
|
DOC013
|
Making PowerShell Scripts Reusable and Portable
| 1,600
| 4.9
| 4.8
| 4.7
| 4.9
|
Reusability and Portability
|
76
|
ADV013
|
Advanced Error Logging in PowerShell
| 2,700
| 4.9
| 4.7
| 4.8
| 4.9
|
Advanced Techniques
|
77
|
DOC013
|
Improving PowerShell Script Runtime
| 2,100
| 4.7
| 4.8
| 4.7
| 4.9
|
Performance Optimization
|
78
|
INTG013
|
PowerShell Essentials
| 1,400
| 4.7
| 4.6
| 4.6
| 4.7
|
Introductory Guide
|
79
|
DOC013
|
PowerShell Advanced Debugging Techniques
| 2,100
| 4.7
| 4.6
| 4.7
| 4.7
|
Advanced Techniques
|
80
|
DOC013
|
PowerShell for Database Management
| 2,300
| 4.4
| 4.6
| 4.4
| 4.6
|
Database Management
|
81
|
DOC013
|
Comprehensive Guide to PowerShell's Select-String Command
| 2,600
| 4.4
| 4.5
| 4.5
| 4.6
|
Select-String Command
|
82
|
DOC013
|
Advanced Caching Techniques in PowerShell
| 2,100
| 4.6
| 4.5
| 4.4
| 4.6
|
Caching Techniques
|
83
|
DOC013
|
Starting with PowerShell: A Beginner's Guide
| 1,150
| 4.6
| 4.7
| 4.6
| 4.6
|
Introductory Guide
|
84
|
DOC013
|
Automated Debugging Tools for PowerShell
| 2,400
| 4.4
| 4.6
| 4.5
| 4.6
|
Automated Tools
|
85
|
DOC014
|
Optimizing PowerShell Scripts for Speed
| 2,900
| 4.6
| 4.7
| 4.5
| 4.8
|
Performance Tuning
|
86
|
ADV014
|
Efficient Use of PowerShell's Jobs and Runspaces
| 2,100
| 4.6
| 4.5
| 4.5
| 4.7
|
Advanced Techniques
|
87
|
DOC014
|
Minimizing PowerShell Script Load Times
| 1,600
| 4.6
| 4.7
| 4.6
| 4.7
|
Performance Optimization
|
88
|
INTG014
|
Easy PowerShell for Beginners
| 600
| 4.5
| 4.4
| 4.3
| 4.5
|
Introductory Guide
|
89
|
DOC014
|
Using Pester for PowerShell Testing and Debugging
| 2,900
| 4.5
| 4.8
| 4.6
| 4.8
|
Pester Testing
|
90
|
DOC014
|
Optimizing PowerShell Scripts with Pipelines
| 2,700
| 4.3
| 4.7
| 4.2
| 4.7
|
Pipeline Optimization
|
91
|
DOC014
|
Optimizing PowerShell Scripts with .NET CLR
| 3,300
| 4.6
| 4.7
| 4.7
| 4.8
|
CLR Optimization
|
92
|
DOC014
|
PowerShell and High Performance Computing
| 2,900
| 4.4
| 4.6
| 4.3
| 4.5
|
HPC Techniques
|
93
|
DOC014
|
The Beginner's Guide to PowerShell
| 1,250
| 4.7
| 4.8
| 4.7
| 4.7
|
Introductory Guide
|
94
|
DOC014
|
Improving Debugging Skills in PowerShell
| 1,600
| 4.6
| 4.8
| 4.7
| 4.5
|
Skill Improvement
|
95
|
DOC015
|
PowerShell as a Building Block for Automation
| 1,700
| 4.8
| 4.9
| 4.7
| 4.8
|
Automation
|
96
|
ADV015
|
Optimizing PowerShell Scripts with Directed Acyclic Graphs (DAGs)
| 2,300
| 4.8
| 4.8
| 4.7
| 4.8
|
Advanced Techniques
|
97
|
DOC015
|
Efficient PowerShell Script Execution
| 2,400
| 4.8
| 4.8
| 4.8
| 5
|
Performance Optimization
|
98
|
INTG015
|
PowerShell 101: A Beginner's Guide
| 1,200
| 4.6
| 4.5
| 4.6
| 4.6
|
Introductory Guide
|
99
|
DOC015
|
PowerShell Logging and Debugging: A Complete Guide
| 2,500
| 4.9
| 4.7
| 4.9
| 4.9
|
Logging and Debugging
|
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