Research Report on – Effects of Pandemic on hospitality industry- – contemplating India as a main market with comparability to the remaining of the world.
TABLE OF CONTENTS
DEDICATION v
ACKNOWLEDGEMENTS vi
ABSTRACT vii
LIST OF TABLES xii
LIST OF FIGURES xv
LIST OF ABBREVIATIONS xvi
CHAPTER 1: INTRODUCTION 1
1.1 Background of the Examine 1
1.2 Downside Assertion three
1.three Purpose and Goals 5
1.four Research Questions (IF ANY) 5
1.5 Scope of the Examine 6
1.6 Significance of the Examine 6
1.7 Construction of the Examine eight
CHAPTER 2: LITERATURE REVIEW 11
(Pattern Sub-sections)
2.1 Introduction 11
2.2 Information Analytics in Healthcare 12
2.three Information Mining in Analysis of Power Illnesses 14
2.four Information Mining in Prediction of Frequent Varieties of Most cancers 16
2.5 Predictive Modeling in Breast Most cancers Analysis on Completely different Datasets 17
2.5.1 WBC Datasets 18
2.5.2 SEER Breast Most cancers Datasets 20
2.5.three Different Breast Most cancers Datasets 21
2.6 Visible Analytics in Healthcare 23
2.7 Associated Research Publications 24
2.eight Dialogue 26
2.9 Abstract 29
CHAPTER three: RESEARCH METHODOLOGY 30
(Pattern Sub-sections)
three.1 Introduction 30
three.2 Research Methodology 30
three.2.1 Information Choice 32
three.2.2 Information Pre-processing 33
three.2.three Information Transformation 34
three.2.four Interactive Visible Analytics 34
three.2.5 Class Balancing 36
three.2.6 Information Mining 37
three.2.7 Interpretation/Analysis 38
three.three Proposed Methodology (Classification) 41
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three.four Abstract 49
CHAPTER four: ANALYSIS 50
(Pattern Sub-sections)
four.1 Introduction 50
four.2 Dataset Description 51
four.three Information Preparation 54
four.three.1 Elimination of Variables 54
four.three.2 Transformation into Categorical Variables 54
four.three.three Identification of lacking values 54
four.three.four Univariate Assessment 56
four.three.5 Remedy of lacking values 64
four.three.6 Splitting of authentic dataset 65
four.four Exploratory Information Assessment (Bivariate Assessment) 65
four.four.1 Chi-sq. take a look at 66
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four.5 Information Visualization 87
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four.9 Abstract 112
CHAPTER 5: RESULTS AND DISCUSSIONS 114
(Pattern Sub-sections)
5.1 Introduction 114
5.2 Interpretation of Visualizations 115
5.three Analysis of Sampling Strategies and Outcomes 119
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5.four Testing on Validation Dataset 142
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5.6 Abstract 149
CHAPTER 6: CONCLUSIONS AND RECOMMENDATIONS 151
6.1 Introduction 151
6.2 Dialogue and Conclusion 151
6.three Contribution to data 153
6.four Future Suggestions 153
REFERENCES 154
APPENDIX A: RESEARCH PROPOSAL 167
(Pattern Sub-sections)
APPENDIX B: ETHICS FORMS 179
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Research Report on – The Effects of a Pandemic on the Hospitality Industry – Contemplating India as a key market compared to the remaining of the globe
TABLE OF MATERIALS
v DEDICATION
VI ACKNOWLEDGEMENTS
vii. ABSTRACT
TABLES LIST xii
LIST OF IMAGES xv
xvi. LIST OF ABBREVIATIONS
INTRODUCTION TO CHAPTER 1
1.1 The Examine’s Background 1
third Downside Assertion
1.three Function and Targets 5
1.four Research Questions (IF APPLICABLE) 5
1.5 The Examine’s Scope 6
1.6 Significance of the Examine 6
1.7 Examine Group eight
CHAPITRE 2: REVIEW OF LITERATURE 11
(Examples of Subsections)
2.1 Introduction 11
2.2 Information Analytics in Healthcare 12
2.three Information Mining in Analysis of Power Illnesses 14
2.four Information Mining in Prediction of Frequent Varieties of Most cancers 16
2.5 Predictive
