I will do statistical data analysis, hypothesis testing and data visualisation in spss
SPSS Data Analyst, Survey Research and APA Reporting
About this Gig
Looking for accurate SPSS data analysis that turns your raw data into clear, meaningful results?
I provide professional statistical analysis, hypothesis testing and data visualisation in SPSS for research, surveys and business datasets. I will select appropriate statistical tests based on your objectives and present the findings in an easy-to-understand format.
Under this Gig, I can provide:
- Survey data analysis and data preparation
- Descriptive statistics and frequency analysis
- Hypothesis testing and assumption testing
- Independent and paired-samples t-tests
- ANOVA and Chi-square tests
- Correlation analysis
- Linear and multiple regression
- Reliability analysis: Cronbach's Alpha
- Professional SPSS data visualisation, charts and graphs
- Clear statistical interpretation and insights
- Organised SPSS output and results tables
You will receive accurate, clearly organised results tailored to your research questions, hypotheses and analytical needs.
Please message me before placing your order for a FREE pre-order discussion so I can review your requirements and recommend the appropriate analysis and package.
My Portfolio
Other Data Analytics Services I Offer
FAQ
What do you need from me before starting the SPSS data analysis?
Please provide your dataset, research objectives or analysis goals, research questions/hypotheses if applicable, questionnaire or variable codebook, and any specific statistical tests or reporting requirements.
What data formats can you analyses?
I can work with SPSS (.sav), Excel (.xlsx/.xls), CSV and properly structured survey datasets. Please message me if you are unsure whether your file is suitable.
Which statistical tests can you perform in SPSS?
Depending on your data and research objectives, I can perform descriptive statistics, t-tests, Chi-square, ANOVA, correlation, reliability analysis, linear regression, multiple regression and other appropriate statistical analyses.
Can you analyse survey or questionnaire data?
Yes. I provide SPSS survey data analysis including descriptive statistics, reliability testing, hypothesis testing, correlations, regression and data visualization depending on your research objectives.
Can you help me decide which statistical test is appropriate?
Yes. If you provide your research objectives, hypotheses, variables and measurement scales, I can recommend the most appropriate statistical analysis before starting the order.
Do you provide data visualization?
Yes. Depending on your package, I can create clear SPSS charts, graphs and statistical tables to make patterns, comparisons and relationships in your data easier to understand.
Will you provide an interpretation of the SPSS results?
Yes. Packages that include interpretation provide clear explanations of the statistical findings, including important values such as significance levels, coefficients and relationships between variables.
Is my research data kept confidential?
Yes. Your dataset, research materials and project information will be treated as confidential and used only to complete your order.
Can you perform regression and hypothesis testing?
Yes. I can conduct appropriate hypothesis tests including t-tests, ANOVA, correlation, Chi-square, linear regression and multiple regression depending on your dataset and research questions.
Should I contact you before placing an order?
Yes, especially for regression, multiple hypotheses, larger datasets or complex statistical analysis. Message me first for a FREE pre-order discussion so I can review your needs and recommend the appropriate package.

