Draft should include Introduction, Literature Review, Methodology, Exploratory Data Analysis and References You are expected to work with your data proposal which you need to revise (based on the feedback), make changes and update Abstract past tense the summary description of what I did Introduction present tense I am describing the study to you now Literature Review past tense the studies I reviewed have already been written Methodology past tense the way I gathered and synthesized data has already happened The introduction to your methodology section should begin by restating the research problem and underlying assumptions underpinning your study Data Description Methods Description Analysis Exploratory data analysis present tense Referenceand Citations APA style Consult Language Style Guide Methodology http www ref n write com trial research paper sample writing methods section academic phrasebank vocabulary (Links to an external site ) Results http www ref n write com trial research paper example writing results discussion section academic phrasebank vocabulary (Links to an external site ) Criteria Revise your data proposal Update your introduction, Literature review, and Methodology sections to reflect your current work Total Expected Length minimum 15 pages (Body of the paper Introduction, Literature, Methodology, Results) Do not include Figures, Tables, Screenshots, Code into the BODY of the paper Introduction Introduction sectionshould state clearly your current detailed research question and why it is important Minimum 2 pages total (the introduction must be updated enhanced to reflect your data work) Literature Literature section review your writing and citation, improve the logic when presenting various research studies Minimum 5 pages total The literature section must be updated improved Between 5 to 10 peer reviewed articles Methodology Methodology section Minimum 4 pages total The introduction to your methodology section should begin by restating the research problem and underlying assumptions underpinning your study 10pts Describe data collection, data quality, data cleaning, processing, imputation 10pts 2 3pages Describe the methods that are used in the analysis Make sure to include a variety of appropriate methods learned and explain why you choose those methods Refer to the previous studies as needed 10pts 3 4 pages Explain how the results are evaluated 10pts Analysis Results SectionAnalysis Exploratory Data Analysis Minimum 4 pages total Include missing data analysis, outlier analysis, visual analysis, correlation analysis (or any other EDA methods that is appropriate for your data) 10pts Feature engineering explain what variables will be used as features for your inferential or machine learning tasks What steps transformations are applied based on outlier missing data correlation analyses 10pts Writing Writing style i e APA, grammar, spelling 10pts You have addressed all IMPORTANT 1 Do NOT include figures, tables, screenshots, codeinto the BODY of your paper Create an APPENDIX section Refer to each Figure Table in the text as Figure 1, Table 1 etc 2 BODY of the paper is Introduction, Literature review, Methodology, Results, Conclusion 3 This draft should include Introduction, Literature review, Methodology, Results (subsection Exploratory Data Analysis) 4 Use APA format with citations and references 5 If you do not comply with the required minimum length for a given section, points will be deducted from that section Submission word document ( doc, docx) or PDF ( pdf) (if you are using Latex or RMarkdown) If you do not have a Microsoft Office installed,use Microsoft Word via HU Emphasis Typical Pattern 1 Introduction and the statement of the problem a General background of the study b Problem statement c Professional significance of the problem d Overview of the methodology e Delimitations limitations of the study f Definitions of key terms g Organization of the dissertation 2 A review of the literature a An overview of how the chapter is organized b Review of the theoretical and empirical literature, organized according to a particular pattern described by the author c A summary of what the previous research seems to mean and how it relates to the study 3 The methodology of the study a A description of the general methodology b The research context or site c The subjects or participants d The instruments and materials used e The procedures followed f The data analyses made g A summary statement of the methodology 4 The results of the study a An overview of the chapter b A presentation of the results, organized in terms of how the problem statement was posed in the first chapter c A summary in general terms of the results obtained 5 Results Discussion Discussion of your results in relation to your research objectives and research questions 6 Conclusion Summary of your results Research limitations Contribution to the literature Contribution to the practice Attachments draft docx

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Draft should include Introduction, Literature Review, Methodology, Exploratory Data Analysis and References You are expected to work with your data proposal which you need to

Draft should include Introduction, Literature Review, Methodology, Exploratory Data Analysis and References You are expected to work with your data proposal which you need to revise (based on the feedback), make changes and update.

Abstract--past tense [the summary description of what I did]
Introduction--present tense [I am describing the study to you now]
Literature Review--past tense [the studies I reviewed have already been written]
Methodology--past tense [the way I gathered and synthesized data has already happened]
- The introduction to your methodology section should begin by restating the research problem and underlying assumptions underpinning your study
- Data Description
- Methods Description
Analysis
- Exploratory data analysis--present tense
Referenceand Citations - APA style

Consult Language Style Guide:

Methodology:http://www.ref-n-write.com/trial/research-paper-sample-writing-methods-section-academic-phrasebank-vocabulary/(Links to an external site.)
Results:http://www.ref-n-write.com/trial/research-paper-example-writing-results-discussion-section-academic-phrasebank-vocabulary/(Links to an external site.)

Criteria Revise your data proposal. Update your introduction, Literature review, and Methodology sections to reflect your current work. Total Expected Length minimum 15 pages(Body of the paper = Introduction, Literature, Methodology, Results) Do not include Figures, Tables, Screenshots, Code into the BODY of the paper. Introduction

Introduction sectionshould state clearly your current detailed research question and why it is important.Minimum 2 pages total(the introductionmustbe updated/enhanced to reflect your data work)

Literature

Literature section- review your writing and citation, improve the logic when presenting various research studies.Minimum 5 pages total.The literature section must be updated/improved. Between 5 to 10 peer-reviewed articles.

Methodology

Methodology section.Minimum 4 pages total
- The introduction to your methodology section should begin by restating the research problem and underlying assumptions underpinning your study.- 10pts
- Describe data collection, data quality, data cleaning, processing, imputation - 10pts [~2-3pages]
- Describe the methods that are used in the analysis. Make sure to include a variety of appropriate methods learned and explain why you choose those methods. Refer to the previous studies as needed - 10pts [~3-4 pages]
- Explain how the results are evaluated. - 10pts

Analysis/Results

SectionAnalysis: Exploratory Data AnalysisMinimum 4 pages total
- Include missing data analysis, outlier analysis, visual analysis, correlation analysis (or any other EDA methods that is appropriate for your data). 10pts
- Feature engineering: explain what variables will be used as features for your inferential or machine learning tasks. What steps/transformations are applied based on outlier/missing data/correlation analyses. 10pts

Writing

Writing style i.e. APA, grammar, spelling - 10pts
You have addressed all

IMPORTANT 1.Do NOT include figures, tables, screenshots, codeinto the BODY of your paper. Create an APPENDIX section. Refer to each Figure/Table in the text as: Figure 1, Table 1 etc 2. BODY of the paper is Introduction, Literature review, Methodology, Results, Conclusion. 3. This draft should include Introduction, Literature review, Methodology, Results (subsection Exploratory Data Analysis) 4. Use APA format with citations and references 5. If you do not comply with the required minimum length for a given section, points will be deducted from that section Submission: word document (.doc, .docx) or PDF (.pdf) (if you are using Latex or RMarkdown). If you do not have a Microsoft Office installed,use Microsoft Word via HU.

Emphasis	Typical Pattern
1. Introduction and the statement of the problem:	a. General background of the study b. Problem statement c. Professional significance of the problem d. Overview of the methodology e. Delimitations/limitations of the study f. Definitions of key terms g. Organization of the dissertation
2. A review of the literature:	a. An overview of how the chapter is organized b. Review of the theoretical and empirical literature, organized according to a particular pattern described by the author c. A summary of what the previous research seems to mean and how it relates to the study
3. The methodology of the study:	a. A description of the general methodology b. The research context or site c. The subjects or participants d. The instruments and materials used e. The procedures followed f. The data analyses made g. A summary statement of the methodology
4. The results of the study:	a. An overview of the chapter b. A presentation of the results, organized in terms of how the problem statement was posed in the first chapter c. A summary in general terms of the results obtained
5. Results Discussion	Discussion of your results in relation to your research objectives and research questions
6. Conclusion	Summary of your results Research limitations Contribution to the literature Contribution to the practice