Survey Data Exploration via SPSS

I am seeking an experienced analyst with a background in SPSS software to explore patterns and relationships in our survey data. This will primarily involve performing descriptive statistical analysis.

Skills and experience required for this job are:
- Proficiency in SPSS software for statistical analysis
- Familiarity with survey data
- Strong background in descriptive statistics
- Ability to identify and explore patterns and relationships in data

Descriptive Statistics:

Frequency distributions for categorical variables (ethnic group, age, gender, employment status, awareness, and participation levels).

Measures of central tendency and dispersion for any numerical variables.

Comparative Analysis:

Cross-tabulations to compare awareness and participation levels across different demographic groups (e.g., age, gender, ethnic group).

Chi-square tests to test for associations between categorical variables (e.g., employment status and participation in events).

Correlation Analysis:

Pearson or Spearman correlation to explore relationships between ordinal variables (e.g., importance of environmental issues and interest in clubs).
Visualization Requirements

Bar charts: For frequency distributions of categorical variables.

Pie charts: For visualizing the distribution of responses to key questions.

Histograms: For continuous or ordinal variables.

Scatter plots: To explore relationships between two numerical variables.

Box plots: For comparing distributions across groups.