Advanced Statistical Data Generator
1. Sample & Study Structure
Number of Participants (Subjects):
Study Groups (Comma-separated):
Treatment Timepoints (Comma-separated):
*(Each timepoint multiplies rows per subject. E.g., Pre & Post = 2x rows)*
2. Categorical Variables (Nominal / Lists)
Format Name: [Comma-separated options]
Gender:[Male, Female, Non-binary, Other] Race:[Caucasian, African American, Asian, Hispanic, Other] Education:[High School, Some College, Bachelor's, Master's, Doctorate]
3. Interval Variables (Whole numbers / Likert scales)
Format Name:(Min, Max)
Variable1_Score:(0, 40) Variable2_Score:(20, 80)
4. Ratio Variables (Continuous decimals / Reaction times)
Format Name:(Min, Max)
Stroop_InconRT:(900.0, 1150.0) StroopIncon_Accuracy_Pct:(50.0, 90.0) Stroop_conRT:(700.0, 950.0) StroopCon_Accuracy_Pct:(70.0, 100.0)
5. Treatment Effect Magnitude (Significance)
Target Effect Size / Significance Level:
Null (Insignificant / No Effect)
Small Effect (Borderline Significant)
Medium Effect (Highly Significant)
Large Effect (Extremely Significant)
Generate Data
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6. Generated Data Preview & Organization
Organize / Group By:
Subject ID
Group Condition
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