I am called Gadaphy and I have been doing professional data analysis and reporting since 2019 till date working with mostly SPSS and excel together for optimal results and presentation. For some agricultural research, I do employ the use of JMP for the analysis.
Data cleaning or sanitization or formatting (encoding, transforming, and grouping) before analysis
Questionnaire/Survey forecasted responses
Descriptive data analysis
Hypothesis using ANOVA, Chi-Squared, T-test, Regression, Correlation, and CROSTABULATION analysis
Plotting bar charts, column charts, pie charts, and waterfall charts, among others
Provide a summary of the analysis for normal analysis as well as hypothesis response.
Test for normality, validity, reliability, and multicollinearity (VIF)