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I will clean code and prepare survey data in spss
SPSS Data Analyst, Survey Research and APA Reporting
I'm a PhD scholar and data analyst specializing in questionnaire and survey design, SPSS data cleaning and survey data analysis, APA-style results reporting, and Excel dashboards. I help researchers, ...
About this Gig
Need a clean, correctly coded SPSS dataset before statistical analysis?
I will prepare raw survey data for accurate and reproducible analysis. This service is for researchers, organisations and professionals who need a reliable SPSS data file with clear documentation.
Services may include:
importing Excel or CSV data into SPSS
variable names, labels and value labels
missing-value and consistency checks
duplicate and outlier screening
reverse coding and composite-score preparation
reliability and descriptive summaries
documented SPSS syntax and an analysis-ready file
I follow your questionnaire, codebook and research design rather than making undocumented assumptions. Any recoding, exclusion or transformation is explained clearly.
Please message me before ordering so I can confirm the variables, respondents and required preparation. Remove direct personal identifiers before uploading.
Programming language:
R
•
SPSS
Technology:
Excel
•
SPSS
Expertise:
Trends
•
Anomaly detection
•
Statistics
Tools:
Microsoft Excel
My Portfolio
Other Data Analytics Services I Offer
FAQ
What should I send before ordering?
Send the dataset in SPSS, Excel or CSV format; the questionnaire or codebook; research questions or hypotheses; required reporting style; and deadline. Please remove direct personal identifiers where possible.
Can you recommend the correct statistical tests?
This gig focuses on coding and preparing clean data rather than full test selection. For statistical analysis and APA reporting, please use my dedicated analysis gig.
What counts as a revision?
A revision covers corrections or reasonable clarification within the agreed scope. New variables, hypotheses, tests, datasets or reporting requirements are additional work and may require a custom offer.
Will you provide an analysis-ready SPSS file?
Yes. Depending on the package, I provide a labelled, checked and documented SPSS dataset prepared for your next analysis stage.
How do you handle missing or messy data?
I first diagnose coding errors, duplicates, outliers and missingness. Any recoding, exclusion or imputation method is agreed with you and documented; I do not silently alter the dataset.
Can you prepare Likert-scale survey data?
Yes. I can check scale coding, reverse-code items, create composite scores, label variables and provide reliability or descriptive summaries when included.
Will you provide SPSS syntax?
Yes, when included in the package. Syntax documents recoding, labels, transformations and preparation steps so the workflow can be reviewed and repeated.
Will I receive the SPSS files?
Yes, if included in the package. Deliverables can include the cleaned data file, SPSS output, syntax, APA tables and an interpretation report.
How do you protect confidential data?
I use files only for the agreed Fiverr order. Please remove names, emails, IDs and other direct identifiers before uploading whenever possible.
What projects are not accepted?
I do not complete exams or assessed work that must represent a buyer's independent effort. I provide ethical data preparation, explanation and approved support.
