please see the attached file named (chapter 1,2 and 3 new ) you need to complete section 3 and 4:

3 Methodology

3.1Factor identification

3.2Data Calculation (don’t mention the result only general overview- you should include some table of data )

3.3 Data analysis

3.4 Model development

3.5 Model validation

Result and Conclusion

(for this section please us attached python file-don’t include codes but you need to include each tables figures and graphs with caption of each one of them. The python file you should attached it to this report as appendix

Introduction

4.1 Data analysis

4.1. Correlation

4.1.2 Box plots

4.1.3 Scatter plots

4.2 Model development

4.2.1 Training

4.2.2 Validaiotn

4.2.3 implication

Please use the attached PDF python file to complete this and extract figures and tables. the attached published paper is an example of how your writing look like. more importantly you need to use the MX report template of all report sections