Line/Base Maintenance
BIG DATA
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Any ECCAIRS or ADREP data
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Maintenance Safety data
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Line / Hangar Operations data (from task cards to shift turnover and crew reschedules)
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Overtime data
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Operational Indicators (e.g., planned vs actual man/hours utilization)
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Planned vs Actual Work pack
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AOGs data
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Logistic data
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Equipment data
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Recoverability data
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Any MEL data
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Training data (maintenance crew only 100% deidentified)
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Maintenance Crew data (e.g., crew schedule, age and A/C experience) (only 100% deidentified)
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Other Data on Request
Minima Hypothesis to test
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Identify new risk/s and risk patterns?
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Review known risk/s and risk patterns?
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Prediction?
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Benchmark?
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KPI verification
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data quality inspect
Minima data screening
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Line / Base check operations data per bay or hangar (minimum 300 operations)
Basic data Requirements
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NDA on data access
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Access to multiple datasets (across departments)
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Point of contact for data sets