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| Title
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⌀ | Labels
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⌀ |
|---|---|---|
0 | High-Quality Results | Timely Delivery] |
1 | null | null |
2 | null | null |
3 | null | null |
4 | null | null |
5 | Outsourcing Game Level Design - Timely Completion and Integration | ['Successful Outsourcing', 'Game Level Design', 'Timely Delivery', 'Seamless Integration'] |
6 | Title,Labels
'N/A - Missing Outsourcing Contract Details',['nan']" | null |
7 | Outsourcing Early Game Development Increases Project Lifecycle Time | ['Unsuccessful Outsourcing', 'Timely Delivery', 'Extended Project Lifecycle', 'Scope Creep'] |
8 | Case Study: Outsourcing Game Mechanics Development | ['Outsourcing Game Mechanics', 'Engagement Increase', 'Improved Gameplay', 'User Retention', 'nan'] |
9 | Case Study: Outsourcing Marketing Strategy Development and On-Time Launch | ['Successful Outsourcing', 'Marketing Strategy', 'Timely Delivery', 'Effective Outreach'] |
10 | Game Development Outsourcing - Nan | ['Outsourcing Decision', 'No Analysis Conducted', 'Stagnation Risk'] |
11 | An Unconventional Timing for Game Launch | ['Unconventional Timely Delivery', 'Timely Launch', 'Market Reception', 'Unexpected Popularity'] |
12 | Case Study: Outsourcing with Misaligned Expectations | ['Unsuccessful Outsourcing', 'Misaligned Expectations', 'Communication Issues', 'Misunderstanding of Project Scope'] |
13 | Game Development Outsourcing in a Small Island Nation | ['Timely Delivery', 'Limited Workforce', 'Strategic Partnership', 'Local Talent Development'] |
14 | Case Study: Outsourcing Indie Game Marketing Strategies | ['Unsuccessful Outsourcing', 'Marketing Challenges', 'Target Audience Misalignment', 'Poor Outreach'] |
15 | Outsourcing Sound Effects Leads to Delayed Game Release | ['Unsuccessful Outsourcing', 'Sound Effects', 'Timely Delivery', 'Delayed Release'] |
16 | 'Inconsistent Quality Assurance Reports' | ['nan'] |
17 | Timely Delivery in Game Asset Design through Selective Outsourcing | ['Successful Outsourcing', 'Game Asset Design', 'Timely Delivery', 'Stakeholder Satisfaction'] |
18 | Case Study: Partnering with a Developer for Online Multiplayer Support | ['Online Multiplayer Support', 'Server Stability', 'Scalability', 'Security', 'nan'] |
19 | Case Study: Last-Minute Game Engine Overhaul Outsourced Successfully | ['Successful Outsourcing', 'Game Engine', 'Timely Delivery', 'Enhanced Gameplay Experience'] |
21 | Delayed Game Outsourcing Due to Supply Chain Issues | ['Delayed Delivery', 'Supply Chain Disruption', 'Outsourcing Delay', 'Alternative Strategies'] |
22 | Case Study: Outsourcing When the Vendor Does Not Understand the Game Genre | ['Unsuccessful Outsourcing', 'Lack of Genre Understanding', 'Ineffective Design Choices', 'Player Dissatisfaction'] |
23 | Cross-Border Outsourcing with Customs Delays | ['Timely Delivery', 'Customs Delays', 'Legal and Regulatory Compliance', 'Supply Chain Optimization'] |
24 | Case Study: Outsourcing Game Soundtrack Composition to an Experimental Composer | ['Unsuccessful Outsourcing', 'Unconventional Approach', 'Lack of Expertise in Game Sound Design', 'Discordance with Game Theme'] |
25 | Contractor Outsourcing Leads to Expedited Game Development | ['Successful Outsourcing', 'Contractor Outsourcing', 'Timely Delivery', 'Accelerated Development'] |
26 | 'N/A - Undefined Game Engine' | ['nan'] |
27 | Challenges in Meeting Deadlines with Outsourced Game Marketing | ['Unsuccessful Outsourcing', 'Timely Delivery', 'Marketing Setbacks', 'Market Entry Delay'] |
28 | Case Study: Outsourcing Voice Acting for Main Character Narration | ['Voice Acting', 'Character Depth', 'Player Connection', 'nan'] |
29 | Case Study: Outsourcing Bug Fixing Pre-Launch and on-Time Release | ['Successful Outsourcing', 'Bug Fixing', 'Timely Delivery', 'Positive Critique'] |
31 | Innovative Project Completion Under Tight Deadlines | ['Innovative Timely Delivery', 'Tight Deadlines', 'Creative Solutions', 'Project Efficiency'] |
32 | Case Study: Outsourcing to a Vendor with Limited Technical Expertise | ['Unsuccessful Outsourcing', 'Limited Technical Expertise', 'Learning Curve', 'Development Delays'] |
33 | Outsourcing During Global Events (Pandemic) | ['Timely Delivery', 'Global Health Crisis', 'Remote Collaboration', 'Agile Project Management'] |
34 | Case Study: Outsourcing AI Development for Game Difficulty Scaling | ['Unsuccessful Outsourcing', 'AI Complexity', 'Underdeveloped Algorithms', 'Game Players Experience Unfair Difficulty'] |
35 | Vendor-driven Outsourcing Causes Critical Gameplay Features to be Late | ['Unsuccessful Outsourcing', 'Gameplay Features', 'Timely Delivery', 'Delayed Release'] |
36 | 'Partner's Instability and Unreliability' | ['nan'] |
37 | Outsourcing to Enhance Game Playability and Ensure Timely Release | ['Successful Outsourcing', 'Game Playability', 'Timely Delivery', 'Positive User Reception'] |
38 | Case Study: Outsourcing Sound Design for Ambient Scenes | ['Sound Design', 'Immersive Atmosphere', 'Player Immersion', 'nan'] |
39 | Case Study: Adaptive Difficulty Outsourcing with Timely Implementation | ['Successful Outsourcing', 'Gameplay Feature', 'Timely Delivery', 'Player Retention Increase'] |
42 | Case Study: Outsourcing Despite Conflict of Interest | ['Unsuccessful Outsourcing', 'Conflict of Interest', 'Compromised Game Integrity', 'Reputational Damage'] |
43 | Outsourcing to Emerging Markets for Testing | ['Timely Delivery', 'Emerging Market Knowledge', 'Cultural Insights', 'Regional Testing Success'] |
44 | Case Study: Outsourcing Artificial Intelligence for Non-Player Character Behavior | ['Unsuccessful Outsourcing', 'AI Personality Inconsistency', 'Lack of Integration with Game World', 'Unconvincing NPC Actions'] |
45 | Outsourcing Graphics Programming Overcomes Time Constraints | ['Successful Outsourcing', 'Graphics Programming', 'Timely Delivery', 'Meeting Deadlines'] |
46 | 'Outsourcing Terms Not Finalized' | ['nan'] |
47 | Risk of Delays in Outsourced Quality Assurance Processes for Games | ['Unsuccessful Outsourcing', 'Quality Assurance', 'Timely Delivery', 'Release Rescheduling'] |
48 | Case Study: Outsourcing Quality Assurance to Polish Game Play | ['Quality Assurance', 'Player Satisfaction', 'Minimal Glitches', 'nan'] |
49 | Case Study: Outsourcing Sound Design for In-Game Events on Schedule | ['Successful Outsourcing', 'Sound Design', 'Timely Delivery', 'Immersive Audio Experience'] |
55 | Outsourcing Translation Services Impacts Game Release Timeline | ['Unsuccessful Outsourcing', 'Translation Services', 'Timely Delivery', 'Impact on Release'] |
56 | 'N/A - Vendor's Incomplete Project Plan' | ['nan'] |
57 | Integrating Outsourced Voice Acting with Project Timelines | ['Successful Outsourcing', 'Voice Acting', 'Timely Delivery', 'Narrative Coherence'] |
58 | Case Study: Outsourcing Content Writing for In-Game Quests | ['Content Writing', 'Story Depth', 'Player Engagement', 'nan'] |
59 | Case Study: Outsourcing Platform Optimization for Worldwide Launch | ['Successful Outsourcing', 'Platform Optimization', 'Timely Delivery', 'Global Reach'] |
65 | Outsourcing In-game NPC Dialogue on Time Improves Playthrough Experience | ['Successful Outsourcing', 'NPC Dialogue', 'Timely Delivery', 'Enhanced Playthrough'] |
66 | 'Legal Issues with Intellectual Property' | ['nan'] |
67 | Delayed Delivery in Outsourced Soundtrack Compositions | ['Unsuccessful Outsourcing', 'Soundtrack Composition', 'Timely Delivery', 'Missed Music Release Dates'] |
68 | Case Study: Outsourcing 3D Modelling for Game Characters | ['3D Modelling', 'Character Realism', 'Visual Appeal', 'nan'] |
75 | Failure to Outsource Testing on Schedule Results in Postponed Game Launch | ['Unsuccessful Outsourcing', 'Testing', 'Timely Delivery', 'Postponed Launch'] |
76 | 'Outsourcing Partner's Bankruptcy' | ['nan'] |
85 | On-time Outsourcing of Game Music Leads to Positive Marketing | ['Successful Outsourcing', 'Game Music', 'Timely Delivery', 'Positive Marketing'] |
86 | 'Game Assets Delivered in Incorrect Format' | ['nan'] |
95 | Outsourcing Art Asset Creation Meets Deadline, Boosts Team Morale | ['Successful Outsourcing', 'Art Asset Creation', 'Timely Delivery', 'Boosted Morale'] |
96 | 'N/A - Misaligned Project Objectives' | ['nan'] |
OutsourceSuccessFactors
tags: Game Development Success, Outsourcing, Key Performance Indicators
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description: The "OutsourceSuccessFactors" dataset is curated for machine learning practitioners in the game development industry, specifically those considering outsourcing components of their game development projects. The dataset includes real-world scenarios and case studies that detail the factors contributing to the success or failure of game development projects that were outsourced. Each row represents a unique case, and the dataset is labeled with factors that influenced the project outcome, which can be used to train models to predict the success of future outsourcing endeavors in the game development sector.
CSV Content Preview:
Title,Labels
"Case Study: Successful Outsourcing of Game Asset Creation",["Successful Outsourcing", "Game Asset Creation", "High-Quality Results", "Timely Delivery"]
"Case Study: Outsourcing Leads to Overruns and Budget Issues",["Unsuccessful Outsourcing", "Cost Overruns", "Budget Issues", "Delayed Delivery"]
"Case Study: Localizing Game Content Through Outsourcing",["Successful Outsourcing", "Game Localization", "Cultural Appropriateness", "Satisfied Local Players"]
"Case Study: Outsourcing Development Leads to Quality Discrepancies",["Unsuccessful Outsourcing", "Quality Discrepancies", "Brand Image Risk", "Negative Reviews"]
"Case Study: Outsourcing for Animation and Effects Production",["Successful Outsourcing", "Animation and Effects", "Creative Diversity", "Enhanced Game Visuals"]
Please note that the dataset is hypothetical and the examples are illustrative. Actual data may vary in complexity and detail, and it should be validated and cleaned before use in machine learning models.
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'Game development outsourcing ':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Game+development+outsourcing+&dataset=OutsourceSuccessFactors&tags=Game+Development+Success,+Outsourcing,+Key+Performance+Indicators
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub
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