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Data Analysis

Statistical analysis and data visualization.

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data-analysis
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chart-type-recommender

Chart Type Recommender - Auto-activating skill for Data Analytics. Triggers on: chart type recommender, chart type recommender Part of the Data Analytics skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

retention-calculator

Retention Calculator - Auto-activating skill for Data Analytics. Triggers on: retention calculator, retention calculator Part of the Data Analytics skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

metric-calculator

Metric Calculator - Auto-activating skill for Data Analytics. Triggers on: metric calculator, metric calculator Part of the Data Analytics skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

time-series-decomposer

Manage time series decomposer operations. Auto-activating skill for Data Analytics. Triggers on: time series decomposer, time series decomposer Part of the Data Analytics skill category. Use when working with time series decomposer functionality. Trigger with phrases like "time series decomposer", "time decomposer", "time".

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

time-series-decomposer

Time Series Decomposer - Auto-activating skill for Data Analytics. Triggers on: time series decomposer, time series decomposer Part of the Data Analytics skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

anomaly-detector

Detect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category. Use when working with anomaly detector functionality. Trigger with phrases like "anomaly detector", "anomaly detector", "anomaly".

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

correlation-analyzer

Correlation Analyzer - Auto-activating skill for Data Analytics. Triggers on: correlation analyzer, correlation analyzer Part of the Data Analytics skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

apdex-score-calculator

Apdex Score Calculator - Auto-activating skill for Performance Testing. Triggers on: apdex score calculator, apdex score calculator Part of the Performance Testing skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

plotly-chart-generator

Plotly Chart Generator - Auto-activating skill for Visual Content. Triggers on: plotly chart generator, plotly chart generator Part of the Visual Content skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

window-function-generator

Generate window function generator operations. Auto-activating skill for Data Analytics. Triggers on: window function generator, window function generator Part of the Data Analytics skill category. Use when working with window function generator functionality. Trigger with phrases like "window function generator", "window generator", "window".

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

plotly-chart-generator

Generate plotly chart generator operations. Auto-activating skill for Visual Content. Triggers on: plotly chart generator, plotly chart generator Part of the Visual Content skill category. Use when working with plotly chart generator functionality. Trigger with phrases like "plotly chart generator", "plotly generator", "plotly".

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

detecting-data-anomalies

Process identify anomalies and outliers in datasets using machine learning algorithms. Use when analyzing data for unusual patterns, outliers, or unexpected deviations from normal behavior. Trigger with phrases like "detect anomalies", "find outliers", or "identify unusual patterns".

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

statistical-significance-calculator

Statistical Significance Calculator - Auto-activating skill for Data Analytics. Triggers on: statistical significance calculator, statistical significance calculator Part of the Data Analytics skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

visualization-best-practices

Visualization Best Practices - Auto-activating skill for Data Analytics. Triggers on: visualization best practices, visualization best practices Part of the Data Analytics skill category.

jeremylongshore
jeremylongshore
data-ai
open
data-analysis
1K

analyzing-marketing-campaign

Analyze weekly marketing campaign performance data across channels. Use when analyzing multi-channel digital marketing data to calculate funnel metrics (CTR, CVR) and compare to benchmarks, compute cost and revenue efficiency metrics (ROAS, CPA, Net Profit), or get budget reallocation recommendations based on performance rules.

https-deeplearning-ai
https-deeplearning-ai
data-ai
open
data-analysis
1K

analyzing-marketing-campaign

Analyze weekly marketing campaign performance data across channels. Use when analyzing multi-channel digital marketing data to calculate funnel metrics (CTR, CVR) and compare to benchmarks, compute cost and revenue efficiency metrics (ROAS, CPA, Net Profit), or get budget reallocation recommendations based on performance rules.

https-deeplearning-ai
https-deeplearning-ai
data-ai
open
data-analysis
989

causal

Analyze cause-and-effect relationships in the Semantica knowledge graph — causal chains, interventions, counterfactuals, and causal influence scores.

Hawksight-AI
Hawksight-AI
data-ai
open
data-analysis
989

temporal

Temporal graph operations on Semantica — scoped queries at a point in time, graph snapshots, node change timelines, temporal causal analysis, and graph state reconstruction. Uses AgentContext.find_precedents(as_of=), ContextGraph.state_at(), CausalChainAnalyzer.trace_at_time(), and TemporalQueryRewriter. Sub-commands: query, snapshot, timeline, causal-at, precedents-at.

Hawksight-AI
Hawksight-AI
data-ai
open
data-analysis
989

visualize

Visualize the Semantica knowledge graph — topology, centrality, communities, paths, embeddings, decision insights, and temporal evolution. Uses GraphAnalyzer, CentralityCalculator, CommunityDetector, PathFinder, and ContextGraph analytics. Sub-commands: topology, centrality, community, path, decision-graph, insights, temporal, embedding.

Hawksight-AI
Hawksight-AI
data-ai
open
data-analysis
989

deduplicate

Detect duplicate entities, duplicate groups, and relationship duplicates in Semantica using fuzzy matching, schema heuristics, and graph similarity.

Hawksight-AI
Hawksight-AI
data-ai
open
data-analysis
987

data-model-creation

Optional advanced tool for complex data modeling. For simple table creation, use relational-database-tool directly with SQL statements.

TencentCloudBase
TencentCloudBase
data-ai
open
data-analysis
950

scientific-visualization

Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.

wu-yc
wu-yc
data-ai
open
data-analysis
950

seaborn

Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.

wu-yc
wu-yc
data-ai
open
data-analysis
950

statistical-analysis

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.

wu-yc
wu-yc
data-ai
open
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