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Data Quality Check

Assess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thres...

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版本2.1.0
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如何使用「Data Quality Check」？

  1. 打开小龙虾AI（Web 或 iOS App）
  2. 点击上方「立即使用」按钮，或在对话框中输入任务描述
  3. 小龙虾AI 会自动匹配并调用「Data Quality Check」技能完成任务
  4. 结果即时呈现，支持继续对话优化

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Data Source Audit

Comprehensive audit of all construction data sources and systems. Map data flows, identify silos, assess quality, and create integration roadmap.

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Standards Compliance Checker

Check data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.

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Data Type Classifier

Classify construction data by type (structured, unstructured, semi-structured). Analyze data sources and recommend appropriate storage/processing methods

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Data Anomaly Detector

Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.

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Data Profiler

Profile construction data to understand characteristics, distributions, quality metrics, and patterns. Essential for data quality assessment and ETL planning.

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Data Evolution Analysis

Analyze data evolution patterns in construction organizations. Assess digital maturity and data strategy for construction companies

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