Data & Analytics

Data analysis, BI, visualization, datasets, statistics, and ML workflows

skills in category: 12,629
pages available: 527

Security grades appear on each card once the skill has been scanned. Newly imported skills may briefly show without a grade until the backfill job runs.

Open in full browser

Browse data & analytics skills

Showing 12,217–12,240 of 12,629 skills

Data Quality CheckAAssess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thresholds, and reporting.datapythongoVotes: 0GitHub stars: 299
Data Lineage TrackerATrack data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.datapythongoVotes: 0GitHub stars: 299
Data Anomaly DetectorADetect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.datapythonbashVotes: 0GitHub stars: 299
Pdf To StructuredAExtract structured data from construction PDFs. Convert specifications, BOMs, schedules, and reports from PDF to Excel/CSV/JSON. Use OCR for scanned documents and pdfplumber for native PDFs.datapythonbashVotes: 0GitHub stars: 299
Drawing AnalyzerAAnalyze construction drawings to extract dimensions, annotations, symbols, and metadata. Support quantity takeoff and design review automation.datapythonbashVotes: 0GitHub stars: 299
Cad To DataAConvert CAD/BIM files to structured data. Extract element data from Revit, IFC, DWG, DGN filesdatapythongoVotes: 0GitHub stars: 299
Skills DirectorySkills Directory 3 slots · $399/mo · one ad per page · sponsors can never buy grades.See placements
Pandas Construction AnalysisAComprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.datapythongoVotes: 0GitHub stars: 299
Df MergerAMerge pandas DataFrames from multiple construction sources. Handle different schemas, keys, and data quality issues.datapythongoVotes: 0GitHub stars: 299
Weather ApiAFetch weather data for construction scheduling. Historical data, forecasts, and risk assessment for outdoor work.datapythongoVotes: 0GitHub stars: 299
Open Data IntegratorAIntegrate open construction datasets. Combine open data sources for enhanced analysisdatapythongoVotes: 0GitHub stars: 299
Ontology MapperAMap construction data to standard ontologies. Create semantic mappings between different data schemasdatapythonVotes: 0GitHub stars: 299
Json ParserAParse and validate JSON data from construction APIs, IoT sensors, and BIM exports. Transform nested JSON to flat DataFrames.datapythongitVotes: 0GitHub stars: 299
Data Type ClassifierAClassify construction data by type (structured, unstructured, semi-structured). Analyze data sources and recommend appropriate storage/processing methodsdatapythongoVotes: 0GitHub stars: 299
Data ProfilerAProfile construction data to understand characteristics, distributions, quality metrics, and patterns. Essential for data quality assessment and ETL planning.datapythongoVotes: 0GitHub stars: 299
Data Source AuditAComprehensive audit of all construction data sources and systems. Map data flows, identify silos, assess quality, and create integration roadmap.datapythongoVotes: 0GitHub stars: 299
Data Silo DetectionADetect and map data silos in construction organizations. Identify disconnected data sources and integration opportunitiesdatapythongoVotes: 0GitHub stars: 299
Carbon CalculatorACalculate embodied carbon in construction materials. Track CO2 emissions, compare alternatives, and generate sustainability reports.datapythongoVotes: 0GitHub stars: 299
Schedule Delay AnalyzerAAnalyze schedule delays, identify causes, and calculate time impacts using delay analysis methods.datapythondocumentationVotes: 0GitHub stars: 299
Critical Path AnalyzerAAnalyze project critical path from schedule data. Identify critical activities, calculate float, and assess schedule risk.datapythonVotes: 0GitHub stars: 299
Weather Impact SchedulerAAnalyze weather impact on construction schedule. Predict delays and adjust activities based on forecast.datapythonVotes: 0GitHub stars: 299
Schedule Cost LinkALink schedule activities to cost items. Create cost-loaded schedules, generate cash flow curves, and track earned value.datapythonperformanceVotes: 0GitHub stars: 299
Labor Productivity AnalyzerAAnalyze labor productivity by trade, activity, and location. Track efficiency and identify improvement opportunities.datapythonVotes: 0GitHub stars: 299
Labor AllocationAAllocate and track labor resources across project activities. Balance workload, track attendance, and optimize crew assignments.datapythonVotes: 0GitHub stars: 299
Material TrackerATrack material orders, deliveries, and inventory on construction sites. Monitor lead times, delivery status, and stock levels.datapythongoVotes: 0GitHub stars: 299