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Data & Analytics
Data & Analytics category
37 skills
APA-Formatted Results Table Generator for Thesis & Dissertation Writers
Generate dissertation-ready APA 7th edition statistical tables from raw output. Perfect for graduate students formatting their thesis Methods and Results chapters.
Analytics Stack Selector for Indie SaaS
Get personalized analytics tool recommendations (PostHog, Mixpanel, Amplitude, Plausible, etc.) based on your budget, team size, privacy needs, and technical capacity.
Analytics Tool Selector for Indie SaaS
Get a personalized analytics tool recommendation based on your SaaS stage, technical capacity, budget, and privacy requirements with setup guide and cost projections.
Automated Dataset Profiler
Generate comprehensive data profile reports including statistics, correlations, missing data analysis, and quality insights. Works with files, inline data, or generates demo data.
Business Forecaster
Generate accurate time series forecasts from historical business data. Automatically detects trends and seasonality, selects optimal ARIMA/exponential smoothing models, and delivers confidence intervals with plain-language business insights.
Business Report Generator with Templates
Generate professional business reports from CSV/Excel data with automated calculations, visualizations, and reusable templates. Regenerate instantly each reporting period.
Categorical Variable Profiler
Automated categorical variable analysis for datasets. Generates frequency tables, percentage breakdowns, bar chart visualizations, rare category identification, cross-tabulations between categorical pairs, and chi-square association tests.
Cohort Analysis Interpreter
Interpret SaaS cohort retention data with benchmark comparisons, trend analysis, and actionable recommendations to improve user retention.
Cohort Retention Analysis Builder
Build cohort retention analysis from user event data. Generate retention tables, visualizations, key metrics (D1, D7, D30), and actionable insights for product and growth teams.
Comparison Reporter
Generate executive-ready MoM/QoQ/YoY period comparison reports with automated growth rate calculations, variance analysis, formatted tables, and visualizations to identify key business metric changes.
Confidence Interval Calculator & Interpreter
Calculate and interpret confidence intervals for means, proportions, and group differences with visualizations and plain-language explanations for business decisions.
Correlation Matrix Explorer
Calculate correlation matrices, generate heatmap visualizations, detect multicollinearity, and identify significant variable relationships in datasets for exploratory analysis and pre-modeling checks.
Correlation Matrix Generator
Generate correlation matrices and annotated heatmaps from CSV datasets. Identifies strong correlations, flags multicollinearity issues, and produces professional visualizations for regression preparation.
Data Quality Checker
Automated data quality assessment across 5 dimensions with actionable fix recommendations
Data Quality Validator
Validate CSV and Excel files before analysis. Detects missing values, duplicates, outliers, and format errors. Generates quality scores, severity-classified issues, and actionable remediation recommendations.
Data Type Validator & Fixer
Validate and fix data types in datasets - convert dates stored as strings, numbers with currency symbols, percentages, and booleans to proper types with error handling.
Data Visualization Chart Recommender
Analyzes your data and goals to recommend the optimal chart type, explains why it works, and generates professional Python visualizations ready for presentations.
Dataset Explorer
Instantly profile CSV/Excel datasets to understand structure, data types, distributions, quality issues, and correlations. Generates comprehensive statistics, visualizations, and actionable insights.
Distribution Analyzer
Automated distribution analysis for numeric dataset variables with statistics, visualizations, and transformation recommendations.
EDA Report Generator
Generate comprehensive exploratory data analysis HTML reports with visualizations, statistics, and automated insights from CSV/Excel datasets.
Effect Size Calculator & Interpretation Guide
Calculate and interpret effect sizes (Cohen's d, eta-squared, odds ratios, correlations) with context-specific guidance. Distinguish statistical significance from practical importance and convert metrics for meta-analysis.
Event Tracking Schema Designer
Design consistent event tracking schemas with object-action naming conventions to prevent analytics chaos as your product scales.
Indie SaaS Metrics Focus Advisor
Cut through analytics dashboards showing 50+ metrics and identify the 3-5 metrics that actually matter for your SaaS stage and business model. Get actionable definitions, calculation guides, and weekly check-in routines.
Instant Insights - Conversational Data Analysis
Upload business data and ask questions in plain English to get instant insights, visualizations, and trend analysis without BI tools or SQL knowledge.
Mediation & Moderation Analysis Guide
Complete mediation and moderation analysis using PROCESS macro or SEM. Generates runnable code, interprets results, and provides APA reporting templates.