data-analysis
141
learning-analytics-interpretation-guide
Interpret learning analytics data and translate dashboard findings into actionable teaching decisions. Use when reviewing LMS data, quiz patterns, or engagement metrics.
GarethManning
data-ai
sorting
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current ordering strategy
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data-analysis
132
markdown-tables
Use when creating or formatting tables in markdown. Covers table syntax, alignment, escaping, and best practices.
TheBushidoCollective
data-ai
data-analysis
132
visualization
Create interactive chart visualizations (bar, line, pie) from data.
aws-samples
data-ai
data-analysis
132
google-web-search
Google web search with integrated image results
aws-samples
data-ai
data-analysis
129
seawater-sound-speed-calculation
Calculate sound speed in seawater from practical salinity, temperature, and pressure using the Gibbs Seawater Oceanographic Toolbox.
InternScience
data-ai
data-analysis
129
variant-gwas-associations
Query EBI GWAS Catalog for GWAS statistical associations (p-value, effect size, risk allele) between a variant and traits/diseases.
InternScience
data-ai
data-analysis
129
seawater-freezing-temperature
Calculate the freezing point temperature of seawater from absolute salinity and pressure using GSW thermodynamic equations.
InternScience
data-ai
data-analysis
129
buoyancy-acceleration-calculation
Calculate buoyancy forces and acceleration for fluid mechanics and hydrodynamics analysis.
InternScience
data-ai
data-analysis
128
research-to-diagram
深度调研主题并自动生成知识关系图谱PDF。接收研究主题后自动进行网络调研、信息收集、知识整理，最终生成专业的可视化关系图谱。适用于"研究...并做图"、"深度分析...并可视化"、"生成知识图谱"等场景。
wshuyi
data-ai
data-analysis
124
two-sample-mr-research-planner
Generates complete two-sample Mendelian randomization (MR) research designs from a user-provided research direction. Use when users want to design, plan, or build a study using two-sample MR to test causal relationships. Triggers: "design a two-sample MR study", "build a publishable MR paper", "test whether this biomarker causally affects this disease", "generate Lite/Standard/Advanced MR plans", "screen multiple exposures with MR", "bidirectional MR design", "causal inference using GWAS summary statistics", or "I want to study X and Y using MR". Always outputs four workload configurations (Lite / Standard / Advanced / Publication+) with a recommended primary plan, step-by-step workflow, figure plan, validation strategy, minimal executable version, and publication upgrade path.
aipoch
data-ai
data-analysis
124
hypothesis-generation
Structured scientific hypothesis formulation from observations; use when you have experimental observations or preliminary data and need testable hypotheses with predictions, mechanisms, and validation experiments.
aipoch
data-ai
data-analysis
124
hypogenic
Automated LLM-driven hypothesis generation and testing for tabular datasets; use when you need systematic exploration of empirical patterns (e.g., fraud detection, content analysis) and want to combine literature insights with data-driven hypothesis evaluation.
aipoch
data-ai
data-analysis
124
spreadsheet-ops
Spreadsheet processing and analysis for CSV/Excel; trigger when users ask to merge/clean tabular data, run statistics, add/edit Excel formulas, apply formatting, generate charts, or force workbook recalculation.
aipoch
data-ai
data-analysis
124
multi-panel-figure-assembler
Assemble 6 sub-figures (A–F) into a high-resolution composite figure with consistent labels, padding, and publication-ready DPI.
aipoch
data-ai
data-analysis
124
literature-statistics
Generate statistics for publication-year and journal distributions from local references or PDFs; use when you need standardized Year/Journal tables and a summary without any network access.
aipoch
data-ai
data-analysis
124
experimental-data-analysis
Perform statistical analysis on experimental data (descriptive stats, t-tests, ANOVA, multiple comparisons) when you need to interpret experimental results, assess statistical significance, or generate reproducible reports.
aipoch
data-ai
data-analysis
124
experimental-data-analysis
Statistical analysis and reporting for experimental datasets; use when you need to interpret experimental results, test significance (t-tests/ANOVA), or generate reproducible reports.
aipoch
data-ai
data-analysis
124
spreadsheet-ops
Spreadsheet processing and analysis for CSV/Excel; trigger when users ask to merge/clean tabular data, run statistics, add/edit Excel formulas, apply formatting, generate charts, or force workbook recalculation.
aipoch
data-ai
data-analysis
124
clinic-sample-size
Unified tool for calculating sample sizes for Diagnostic, Efficacy, Etiology, and Prognosis clinical studies. Supports various statistical methods (Sensitivity/Specificity, Log-rank, Chi-square, EPV, etc.).
aipoch
data-ai
data-analysis
124
comparison-table-gen
Auto-generates comparison tables for concepts, drugs, or study results.
aipoch
data-ai
data-analysis
124
meta-radial-plot
Generate radial plots (Radial Plot/Galbraith Plot) for heterogeneity analysis. Visually assess heterogeneity across studies by displaying the relationship between standardized effect sizes and precision. Input: Meta-analysis data in CSV format; Output: Radial plot PNG and data CSV.
aipoch
data-ai
data-analysis
124
survival-curve-risk-table
Analyze data with `survival-curve-risk-table` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
aipoch
data-ai
data-analysis
124
open-targets-db
Query the Open Targets Platform to retrieve targets, diseases, or evidence records when you need target-disease association data and evidence-based scores for therapeutic discovery.
aipoch
data-ai