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APA 7th Edition · Validated by PhD Academics

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Accepts CSV (.csv) and Excel (.xlsx, .xls) · Free: max 200 rows
3 research modes auto-detected
APA 7th Edition copy-paste strings
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Starter
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  • n, Mean, SD, Median, Min, Max, IQR, Skewness, Kurtosis
  • Outlier detection (IQR method) + distribution shape
  • Frequency table for categorical/demographic columns
  • Missing value analysis · Duplicate detection · Health Score
  • Histogram per variable + 1-paragraph Gemini AI summary
  • Correlation · hypothesis tests · APA strings
  • Cronbach alpha · reliability analysis
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  • Everything in Starter — unlimited rows
  • Pearson r + 95% CI, Spearman ρ, correlation matrix heatmap
  • Independent & paired t-tests · Welch's t-test (auto-selected)
  • One-way ANOVA + Tukey HSD post-hoc · Cohen's d · η²
  • Mann-Whitney U · Wilcoxon signed-rank · Kruskal-Wallis + Dunn's
  • Chi-square (χ²) + Cramér's V · Simple linear regression
  • Cronbach's alpha (α) · Normality tests (Shapiro-Wilk / K-S)
  • Questionnaire analysis: frequency, weighted mean, sentiment per item
  • Scatter plot + regression line · Bar chart with 95% CI error bars
  • APA 7th Edition copy-paste strings for every test
  • Academic PDF report (download) + 5-sheet Excel workbook
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  • Everything in Student — 30-day access
  • Multiple regression (OLS) + VIF · Durbin-Watson · Breusch-Pagan
  • Logistic regression (binary dependent variable)
  • Partial correlation · Item-total correlations · Alpha if item deleted
  • Q-Q plot · Residual plot · Variable importance chart (MLR)
  • Cross-tabulation with chi-square by group variable
  • Secondary data mode — World Bank, CBN, NBS, OECD, IMF
  • ADF unit root test · Trend line · Moving average · Rate of change
  • Post-hoc power analysis (sample size adequacy report)
  • Panel data note: Scholar tier (Q3/Q4 2026)
Coming Q3/Q4 2026
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PhD econometrics: Panel data (FE/RE), Hausman test, Cointegration, ECM, FMOLS, VAR, GMM, System GMM. Reviewed and validated by two PhD academics.
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