QuickPLS Pro practice data

Is it the event programme or the place that visitors value?

Invented continuous teaching scores for this original exercise. These are not the cited paper’s respondents, questionnaire or results.

One row: one fictional fan-event visitor. Rows: 300.

Download the practice CSV · Return to the full tutorial

What is in the file?

Assessment columns contain continuous teaching scores between 1 and 7. A higher score means more of the property named in the table. Any binary assignment uses 0 and 1 as labels, as defined below. These are not real questionnaire responses or observations from the cited paper. The file contains no missing values. Keep case_id for checking rows, and leave it out of the analysis.

ColumnMeaningRoleValues
case_idFictional case identifierIdentifier; exclude from analysisUnique text label
PROG1Programme appeal, practice item 1reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
PROG2Programme appeal, practice item 2reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
PROG3Programme appeal, practice item 3reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
PLACE1Place appeal, practice item 1reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
PLACE2Place appeal, practice item 2reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
PLACE3Place appeal, practice item 3reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
SAT1Event satisfaction, practice item 1reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
SAT2Event satisfaction, practice item 2reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
SAT3Event satisfaction, practice item 3reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
LOY1Event loyalty, practice item 1reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
LOY2Event loyalty, practice item 2reflective constructContinuous teaching score, 1 to 7; higher means more of the named property
LOY3Event loyalty, practice item 3reflective constructContinuous teaching score, 1 to 7; higher means more of the named property

Before you run the analysis

Import the CSV, check the row count and column types, then follow the model or calibration choices in the tutorial. Similar-looking columns are not automatically interchangeable. Do not use these data to support a claim about real people, organisations or the paper's findings.

Keep this column guide beside the lesson. Match the variable names and score directions before interpreting a result.

How the example was made

This file was generated from a saved random seed (261107108) and an original teaching design. Each factor has its own random variation; some include planned relationships so you can practise the method. Item columns add separate measurement noise. The data are scaled and bounded before export, so generation coefficients are not expected fitted coefficients. No QuickPLS result values are asserted by this codebook.

The sample size serves the exercise. Plan the sample size for a real study separately. Group labels, where present, are assigned independently and do not establish real group differences.

The original practice data are released under CC0 1.0. The source paper remains the work of its authors and publisher.

File identity

SHA-256: a52b0fc8168452d58e37f27b03235ff5e0b363e5ea904200b8f0a131085b00fb

Download the practice-file checksums