Quantitative and qualitative analysis for graduate students, researchers, nonprofits, and professionals.
Good-Natured Statistics was built on the belief that data should clarify — not intimidate.
Whether you are preparing a dissertation, publishing research, or making data-driven decisions, I ensure your results are accurate, defensible, and clearly communicated.
Statistics should clarify your research — not intimidate you.
At Good-Natured Statistics, I specialize in both quantitative and qualitative data analysis, helping graduate students, researchers, nonprofits, and professionals move confidently from raw data to defensible conclusions.
Whether you are designing a study, analyzing results, or preparing for publication or defense, I provide clear guidance at every step.
Good-Natured Statistics is both a company and a lifestyle. I study dolphins and analyze my own data regularly. I also provide discreet, friendly data analysis and statistics support for people like you who could use a hand with their data. Whatever your topic, we will work together to turn a confusing database into clear answers and practical decisions.
We begin with a no-cost meeting to determine fit, clarify goals, and outline scope.
You receive a detailed invoice listing:
Services
Timeline
Total fee
A paid good-faith deposit secures your place in my project queue.
You receive:
A review copy of your results
Clear explanations of findings
Structured interpretation guidance
After final payment:
You receive formatted, publication-ready copy
Tables and figures
PowerPoint slides summarizing results
We walk carefully through:
Statistical decisions
Interpretation
Implications
Questions you may face
You leave confident in your results.
Ideal for focused help:
Selecting the right statistical test
Cleaning and preparing data
Troubleshooting software (SPSS)
Interpreting output
Reviewing draft results sections
Best for full dataset support:
Complete quantitative analysis
Qualitative coding and theme development
Results write-up (APA or publication-ready format)
Tables, figures, and formatted output
PowerPoint slides summarizing findings
For faculty, nonprofits, and research teams needing consistent statistical guidance.
Includes:
Study design consultation
Data monitoring
Ongoing analysis
Reporting support
Biostatistics
Behavioral and social science research
Qualitative analysis
Survey design & instrument development
Dissertation and thesis research
Animal behavior research applications
I offer discounts for people with law enforcement or military service. If you qualify for a discount, please note this in your payment comments. Discounted invoices will reflect adjusted pricing.
Clear answers begin with a free consultation.