Commit Β·
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Parent(s): a392313
adding readme
Browse files- Datasets/Engineering/README +22 -0
Datasets/Engineering/README
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Shape: 276 rows Γ 202 columns
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Domain: Engineering β this is a survey dataset about requirements engineering practices for ML-enabled systems.
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Column groups (the 202 columns are organized into sections):
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D1βD15 β Demographic info: education level, country, company size, role, software/ML experience, team size, management frameworks, programming languages, ML algorithms used, etc.
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Q1 β ML lifecycle phase importance ratings (Problem Understanding β Monitoring)
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Q2 β ML lifecycle phase difficulty ratings
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Q3 β ML lifecycle phase effort ratings
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Q4 β Open-ended main problems per lifecycle phase
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Q5 β Ranking of main problems
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Q6βQ7 β Solution optimality and extra effort
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Q8 β Who addresses ML requirements (roles)
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Q9 β Elicitation techniques used
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Q10 β Documentation methods
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Q11 β Non-functional requirements (NFRs) considered
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Q12 β Most difficult RE activities
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Q13βQ16 β Model deployment and monitoring practices
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Q17 β AutoML tool usage
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Origin β Survey source URL
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"The mountains don't care how tired you are."
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