SPSS Data Analyst & M&E Specialist delivering evidence-based statistical analysis, survey insights, research reporting, and data-driven solutions for researchers, NGOs, and businesses.

I am a professional SPSS Data Analyst and Statistical Research Specialist with experience supporting researchers, NGOs, academic institutions, public health programs, businesses, and development projects through evidence-based data analysis and professional research support services.

I specialize in transforming raw and unorganized data into meaningful statistical insights that support informed decision-making, organizational improvement, academic research, and program evaluation. My work combines technical analytical skills with careful interpretation to ensure that clients not only receive accurate outputs, but also understand the practical meaning and implications of their data.

I have experience working with quantitative research data, survey datasets, monitoring and evaluation (M&E) projects, public health studies, customer satisfaction assessments, organizational performance evaluations, and social science research. I understand the importance of data quality, statistical validity, confidentiality, and methodological consistency throughout the entire analytical process.

My core services include:

• SPSS data analysis
• Data cleaning and validation
• Data quality assessment
• Questionnaire coding and survey data preparation
• Database setup and management
• Descriptive statistical analysis
• Inferential statistical analysis
• Correlation and regression analysis
• Hypothesis testing
• Cross-tabulation and comparative analysis
• Reliability and validity testing
• Monitoring & Evaluation (M&E) analysis
• Public health and social science research analysis
• Statistical interpretation and reporting
• Research presentation support

I support clients across different stages of their projects, from data preparation and analysis to interpretation and final reporting. I carefully review datasets for inconsistencies, missing values, formatting issues, and data entry errors before conducting statistical analysis to ensure reliable and accurate results.

I am committed to producing analytical work that is professional, accurate, and practical. I understand that weak analysis can lead to poor conclusions and ineffective decisions, which is why I prioritize precision, transparency, and evidence-based interpretation in every project I handle.

Clients who work with me can expect:

• Accurate and dependable statistical analysis
• Strong attention to detail
• Clear and professional communication
• Confidential handling of data and documents
• Timely delivery of projects
• Well-structured reports and findings
• Revision and clarification support when needed

I am particularly interested in projects related to research, monitoring and evaluation, public health, organizational assessment, employee performance improvement, survey analysis, and evidence-based decision-making. I enjoy working on projects that require critical thinking, analytical rigor, and meaningful interpretation of data.

My goal is to help clients generate reliable evidence that can improve

Work Terms

I am committed to providing professional, accurate, and reliable statistical analysis and research support services. My work terms are designed to ensure clear communication, efficient collaboration, data confidentiality, and high-quality project delivery.

Before starting a project, clients are encouraged to provide detailed project requirements, research objectives, datasets, questionnaires, codebooks, analysis expectations, and any relevant guidelines or reporting formats. Clear project instructions help ensure accurate analysis and timely completion.

All datasets, documents, and client information are handled with strict confidentiality and used solely for project-related purposes. I respect data privacy and maintain professional ethical standards throughout the project.

Project timelines and delivery schedules depend on the scope, complexity, dataset quality, and analytical requirements of the assignment. Reasonable deadlines are appreciated to allow sufficient time for proper data cleaning, validation, analysis, interpretation, and quality review.

My services may include:

• Data cleaning and preparation
• SPSS statistical analysis
• Survey and questionnaire analysis
• Descriptive and inferential statistics
• Regression and hypothesis testing
• Monitoring & Evaluation (M&E) analysis
• Statistical interpretation and reporting
• Research support and presentation preparation

Clients are encouraged to discuss project expectations before work begins to ensure mutual understanding regarding deliverables, revisions, timelines, and project scope.

Revisions are supported when requested within the original agreed project scope. However, major modifications, additional analyses, or changes to project objectives after work has started may require timeline adjustments or additional compensation depending on the complexity of the request.

I aim to maintain clear and professional communication throughout the project and provide progress updates when necessary. Timely c