Consultation and Goal Definition:
- Initial consultations with clients to define the goals and objectives of the data analysis.
- Clear understanding of the client's specific research questions and desired outcomes.
Data Cleaning and Preprocessing:
- Implementation of data cleaning procedures to address missing values, outliers, and inconsistencies.
- Transformation of data into a suitable format for analysis.
Descriptive Statistics:
- Calculation and presentation of descriptive statistics such as mean, median, mode, variance, and standard deviation.
- Generation of summary tables and charts to provide an overview of the dataset.