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Data Analysis

Statistical analysis and data visualization.

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data-analysis
453

trade-journal-analyzer

Unified post-trade analytics: journal pattern extraction + drawdown classification. Absorbs: drawdown-classifier.

winstonkoh87
winstonkoh87
data-ai
open
data-analysis
432

update

Refresh existing research note and Excel model with latest data

daloopa
daloopa
data-ai
open
data-analysis
432

investigate-dataset

Investigate datasets from HuggingFace, CSV, or JSON files to understand their structure, fields, and data quality. Trigger whenever you need to explore or inspect a dataset yourself without using pre-written scripts.

UKGovernmentBEIS
UKGovernmentBEIS
data-ai
open
data-analysis
411

market-research-reports

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.

K-Dense-AI
K-Dense-AI
data-ai
open
data-analysis
408

pyats-topology

Network topology discovery via CDP/LLDP neighbors, ARP tables, routing peers, and interface mapping to build complete network maps. Use when mapping the network, building a diagram, discovering what is connected to what, or documenting device neighbors and links.

automateyournetwork
automateyournetwork
data-ai
open
data-analysis
401

detect-metrics

Detect and list all metric functions in the yardstick package. Use when a user asks to find, list, or identify all metrics in the package.

tidymodels
tidymodels
data-ai
open
data-analysis
397

idea-signal-mapper

Map paper notes + taxonomy into a signal table of tensions, missing pieces, and promising academic axes for brainstorm discussion. Writes `output/trace/IDEA_SIGNAL_TABLE.md`. **Trigger**: idea signal table, brainstorm signals, research tensions, signal map, 研究信号表, tension map. **Use when**: you have a core set, a taxonomy, and paper notes, and need a table-first bridge from literature evidence to possible directions. **Skip if**: `output/trace/IDEA_SIGNAL_TABLE.md` already exists and is refined. **Network**: none. **Guardrail**: no invented papers; every row must point to existing `paper_id`s.

WILLOSCAR
WILLOSCAR
data-ai
open
data-analysis
388

detection-coverage-analysis

Analyzes detection coverage using Sigma, Splunk, and Elastic rules. Use when checking coverage for techniques, tactics, threat actors, or generating Navigator layers from detections.

MHaggis
MHaggis
data-ai
open
data-analysis
388

attck-navigator-layer-generator

Generate MITRE ATT&CK Navigator layers for coverage visualization, threat actor mapping, and gap analysis. Produces JSON files compatible with the Navigator web app.

MHaggis
MHaggis
data-ai
open
data-analysis
381

seatmaps

Look up aircraft seat maps, cabin dimensions, and seat recommendations via SeatMaps.com and AeroLOPA. Search by flight number or airline+aircraft. Uses agent-browser for data extraction.

borski
borski
data-ai
open
data-analysis
381

advanced-daily-report

进阶版日报生成器,支持多数据源采集、工作分析、趋势对比、周报月报聚合

openJiuwen-ai
openJiuwen-ai
data-ai
open
data-analysis
371

seawater-freezing-temperature

Calculate the freezing point temperature of seawater from absolute salinity and pressure using GSW thermodynamic equations.

SpectrAI-Initiative
SpectrAI-Initiative
data-ai
open
data-analysis
371

seawater-sound-speed-calculation

Calculate sound speed in seawater from practical salinity, temperature, and pressure using the Gibbs Seawater Oceanographic Toolbox.

SpectrAI-Initiative
SpectrAI-Initiative
data-ai
open
data-analysis
365

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
356

market-sizing

Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches

paperclipai
paperclipai
data-ai
open
data-analysis
356

ab-test-analysis

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations

paperclipai
paperclipai
data-ai
open
data-analysis
355

data-visualization

Creates effective data visualizations using various libraries and tools, with focus on clarity and insight communication. Trigger keywords: chart, graph, plot, visualization, dashboard, matplotlib, d3, plotly, visualization.

ynulihao
ynulihao
data-ai
open
data-analysis
355

statistical-analysis

Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.

ynulihao
ynulihao
data-ai
open
data-analysis
353

research-report

将deep调研结果汇总为markdown报告,覆盖所有字段,跳过不确定值。

Weizhena
Weizhena
data-ai
open
data-analysis
353

research-report

Summarize deep research results into markdown report, cover all fields, skip uncertain values.

Weizhena
Weizhena
data-ai
open
data-analysis
345

finance-manager

Comprehensive personal finance management system for analyzing transaction data, generating insights, creating visualizations, and providing actionable financial recommendations. Use when users need to analyze spending patterns, track budgets, visualize financial data, extract transactions from PDFs, calculate savings rates, identify spending trends, generate financial reports, or receive personalized budget recommendations. Triggers include requests like "analyze my finances", "track my spending", "create a financial report", "extract transactions from PDF", "visualize my budget", "where is my money going", "financial insights", "spending breakdown", or any finance-related analysis tasks.

ailabs-393
ailabs-393
data-ai
open
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