TY  - BOOK
AU  - Ahluwalia, Manveen (PG180523)
AU  - Upadhyay, Ashish (Guide)
AU  - Parekh, Jay (Guide)
TI  - Dashboard for visualization of feedback content and optimal geographical accessibility of POIs  (Softcopy is also available)
U1  - MG TH-0194 
PY  - 2020///
N1  - Table of contents 
Certificate of Original Authorship i
Certificate of Dissertation - Advisor’s consent iii
Certificate of Dissertation - Program Chair v
Acknowledgments vii
Abstract ix
List of figures xi
List of tables xiii
1 INTRODUCTION 1
1.1 About HERE Technologies1
1.1.1 About Feedback portal1
1.2 Problem Statement 3
1.3 Aim4
1.4 Objectives4
2 LITERATURE REVIEW 5
2.1 Study 5
2.1.1 PySAL5
2.1.2 Indicator Modelling for dashboard 6
2.1.3 QGIS and Leaflet 7
2.1.4 APIs 8
2.2 Learnings8
3 METHODOLOGY9
3.1 Map Feedback10
3.2 Optimal Geographical Accessibility 10
4 MAP FEEDBACK11
4.1 Data 11
4.2 Web map as Dashboard12
4.3 Functionalities13
4.3.1 Clusters 13
4.3.2 Spatial filtering 13
4.4 Conclusion 14
5 OPTIMAL GEOGRAPHICAL ACCESSIBILITY 15
5.1 APIs Used 15
5.2 Web Application 16
5.3 Functionalities17
5.4 Web service18
5.5 Conclusion 18
References xix
Appendix 1: Script for Leaflet  xxi
Appendix 2: Script for Optimal Geographical Accessibility xxvii
ER  -