Data & Analytics

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

skills in category: 12,625
pages available: 527

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Showing 745–768 of 12,625 skills

003 Name Skill E073d811AQuery protein-protein and gene interaction databases including STRING, BioGRID, and IntAct via their REST APIs and Python clients. Retrieve interaction networks, confidence scores, and functional enrichment. Use when building protein interaction networks, contextualizing gene lists with known interactions, or retrieving pathway-level interaction data.datapythongoVotes: 0GitHub stars: 9
003 Name Skill Df09654dAFetch construction material prices from open APIs. Track price trends, regional variations, and update cost databases.datapythongoVotes: 0GitHub stars: 9
003 Name Skill Dc0242e2A数据分析工具，使用 pandas 进行数据统计分析。当用户需要对数据进行统计分析、计算均值、求和、描述性统计时使用。datapythonVotes: 0GitHub stars: 9
003 Name Skill D8e85e78AFetch weather data for construction scheduling. Historical data, forecasts, and risk assessment for outdoor work.datapythongoVotes: 0GitHub stars: 9
003 Name Skill D5ff02c1AEnd-to-end CRISPR screen analysis from FASTQ to hit genes. Orchestrates guide counting, QC, statistical analysis with MAGeCK, and hit calling with multiple methods. Use when analyzing pooled CRISPR screens from count data to hit calling.datapythongoVotes: 0GitHub stars: 9
003 Name Skill D0d19411AAI-powered construction defect detection using computer vision. Identify cracks, spalling, corrosion, and other defects in concrete, steel, and building components from images and video.datapythonrustVotes: 0GitHub stars: 9
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003 Name Skill Cbc93530AGenerate images and visualizations from Revit/IFC files without BIM software. Python-based noBIM tool for batch processing.datapythongoVotes: 0GitHub stars: 9
003 Name Skill C57ca59fAThis skill provides guidance for video analysis and processing tasks using computer vision techniques. It should be used when analyzing video frames, detecting motion or events, tracking objects, extracting temporal data (e.g., identifying specific frames like takeoff/landing moments), or performing frame-by-frame processing with OpenCV or similar libraries.datapythongoVotes: 0GitHub stars: 9
003 Name Skill C1a3e9b5ACreate visualizations for construction data. Generate charts, graphs, heatmaps, and interactive dashboards using Matplotlib, Seaborn, and Plotly for project analysis and reporting.datapythongoVotes: 0GitHub stars: 9
003 Name Skill B7dbd236AValidate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics. Use when verifying alignment data quality before variant calling or quantification.datapythongoVotes: 0GitHub stars: 9
003 Name Skill B397c697ARead and parse XML from construction systems - P6 schedules, BSDD exports, IFC-XML, COBie-XML. Convert to pandas DataFrames.datapythonVotes: 0GitHub stars: 9
003 Name Skill B258db01ACall topologically associating domains (TADs) from Hi-C data using insulation score, HiCExplorer, and other methods. Identify domain boundaries and hierarchical domain structure. Use when calling TADs from Hi-C insulation scores.datapythonbashVotes: 0GitHub stars: 9
003 Name Skill Ae89271aASchedule labor crews based on CWICR norms and project timeline. Calculate crew sizes, shifts, and labor loading curves.datapythongoVotes: 0GitHub stars: 9
003 Name Skill 9cec1933APGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards, scorecards, season schedules, golfer profiles/overviews, and news. Zero config, no API keys. Use when: user asks about golf scores, tournament leaderboards, scorecards, PGA Tour schedule, golfer profiles, golfer season stats, LPGA results, or golf news. Don't use when: user asks about other sports — use football-data (soccer), nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), nhl-data (NHL), mlb-...datapythongoVotes: 0GitHub stars: 9
003 Name Skill 9a3b98e8AInfers dynamic gene regulatory networks from bulk time-series expression data using Granger causality (statsmodels), dynGENIE3 (Extra-Trees on ODE-derived expression derivatives), and dynamic Bayesian networks (bnlearn). Identifies time-delayed regulatory relationships and tracks network rewiring across conditions. Use when inferring causal regulatory relationships from bulk temporal expression data or detecting TF influence propagation over time. Not for static co-expression networks (see ge...datapythongoVotes: 0GitHub stars: 9
003 Name Skill 95cf7107AMarkdown exporter for export Markdown text to DOCX, PPTX, XLSX, PDF, PNG, HTML, IPYNB, MD, CSV, JSON, JSONL, XML files, and extract code blocks in Markdown to Python, Bash,JS and etc files. Also known as the md_exporter skill.datapythonbashVotes: 0GitHub stars: 9
003 Name Skill 9573ddc8AAnalyze 5000+ IFC and Revit projects at scale for patterns, benchmarks, and insights. Big data analysis for construction.datapythongoVotes: 0GitHub stars: 9
003 Name Skill 88f266a9ACompare Hi-C contact matrices between conditions to identify differential chromatin interactions. Compute log2 fold changes, statistical significance, and visualize differential contact maps. Use when comparing Hi-C contacts between conditions.datapythontestingVotes: 0GitHub stars: 9
003 Name Skill 86f21187AWork with sparse matrices for memory-efficient storage of count data. Use when dealing with single-cell data or large bulk RNA-seq datasets where most values are zero.datapythongoVotes: 0GitHub stars: 9
003 Name Skill 84c7be5fAMerge sample metadata with count matrices and add gene annotations. Use when preparing data for differential expression analysis or visualization.datapythongoVotes: 0GitHub stars: 9
003 Name Skill 83888614AProcess drone survey data for construction sites. Generate orthomosaics, DEMs, point clouds, calculate volumes, track progress, and integrate with BIM models for comparison.datapythongoVotes: 0GitHub stars: 9
003 Name Skill 7fabca72ADelimits species boundaries from molecular data using distance-based (ASAP), tree-based (bPTP, GMYC), and coalescent (BPP) methods. Compares multiple delimitation results with delimtools. Use when delineating putative species from DNA barcoding data, resolving cryptic species complexes, or validating taxonomic assignments. Emphasizes multi-method consensus following integrative taxonomy best practice.datapythongoVotes: 0GitHub stars: 9
003 Name Skill 7e75ca7eACreate 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.datapythongoVotes: 0GitHub stars: 9
003 Name Skill 7d366629AInfer gene regulatory networks and identify transcription factor regulons from single-cell RNA-seq data using pySCENIC. Discovers co-expression modules with GRNBoost2, prunes by cis-regulatory motif enrichment, and scores regulon activity per cell with AUCell. Use when identifying transcription factor regulons, scoring TF activity in single cells, or finding master regulators of cell identity.datapythongoVotes: 0GitHub stars: 9