Pilgrim Experience in Ayodhya (India): Data and Code to Reproduce "" (v1.2)

This repository contains the anonymised survey dataset, analysis code, model outputs, and GIS layers used to reproduce the results reported in “<final article title>” (submitted to Journal of Heritage Tourism). The study evaluates pilgrim experience in Ayodhya, India, using a dual-factor structure—Functional Hygiene vs. Soft-Service Anchors—and tests a structural model linking Satisfaction to Place Attachment and Behavioural Loyalty (PLS-SEM; 5,000 bootstrap samples).Contents: data/raw/Ayodhya_Pilgrim_Raw_Anonymised.csv (A–L item scores, segment; no identifiers) data/derived/sem_paths.csv (SmartPLS bootstrap summary) and sem_paths_MANUSCRIPT.csv (values matching the article’s Table 13) docs/codebook.csv, docs/anonymisation_notes.txt, and the full instrument/appendices code/ Python scripts to regenerate CPS tables/figures and the study-area map figures/ PDFs for Figures 2–5; gis/ GeoJSON map layersLicensing & attribution: Data are released under CC BY 4.0. Code is MIT-licensed (see licenses/). Map layers are derived from © OpenStreetMap contributors (ODbL).Version: v1.2 (aligned with manuscript tables/figures).Ethics statement and additional details are provided in the manuscript Declarations and docs/anonymisation_notes.txt.