T15 Final Delivery

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PROJECT OVERVIEW

FINAL DELIVERY

PROJECT MANAGEMENT

DOCUMENTATION

Contents

1 Dataset
2 Methodology
- 2.1 Framework of analysis
- 2.2 Techniques of analysis and variable selection
3 School-level Findings
4 Student-level Findings
- 4.1 Exploratory Data Analysis
- 4.2 Multiple regression model
5 Discussion

Dataset

Data Retrieval

Data Extraction

Data Preparation

Methodology

Framework of analysis

Techniques of analysis and variable selection

K-means clustering Partition analysis for school profiling Constructing regression model

School-level Findings

Exploratory Data Analysis

Profiling high performance and low performance schools

Multiple regression model

Student-level Findings

Exploratory Data Analysis

Multiple regression model

Discussion

General recommendation

Gaps identified in data for future research efforts

Conclusion

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