You will get descriptive and demographic analysis on SPSS and Excel
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Top Rated
Project details
As data becomes increasingly abundant, the need for meaningful insights grows in importance. This project will leverage the capabilities of both SPSS and Excel to conduct a robust descriptive and demographic analysis. By combining their complementary features, we can obtain a comprehensive view of the data, uncover patterns, trends, and relationships that might otherwise go unnoticed.
Key Objectives:
Data Preparation: Clean, transform, and organize datasets to ensure they are suitable for analysis, handling missing values and outliers.
Descriptive Analysis: Calculate measures of central tendency, dispersion, and summary statistics to understand data characteristics.
Demographic Analysis: Segment and group data based on demographic variables to uncover patterns and trends among subgroups.
Visualization: Create charts, graphs, and plots to visually represent data, making complex information easily understandable.
Hypothesis Testing (if applicable): Perform statistical tests to validate or reject assumptions based on research questions.
Interpretation and Reporting: Document key findings, insights, and actionable recommendations in a clear and concise report.
Key Objectives:
Data Preparation: Clean, transform, and organize datasets to ensure they are suitable for analysis, handling missing values and outliers.
Descriptive Analysis: Calculate measures of central tendency, dispersion, and summary statistics to understand data characteristics.
Demographic Analysis: Segment and group data based on demographic variables to uncover patterns and trends among subgroups.
Visualization: Create charts, graphs, and plots to visually represent data, making complex information easily understandable.
Hypothesis Testing (if applicable): Perform statistical tests to validate or reject assumptions based on research questions.
Interpretation and Reporting: Document key findings, insights, and actionable recommendations in a clear and concise report.
Survey Platform
Google Forms, SurveyMonkeySurvey Type
Info Gathering, Satisfaction & FeedbackWhat's included $30
These options are included with the project scope.
$30
- Delivery Time 2 days
- Insights Summary
- Deep Analysis
- Free Text Analysis
- Visualize Results
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Sanober did an excellent job completing my work. She was extremely flexible, cooperative, and responsive throughout the process. Her attention to detail and professional approach truly stood out. I highly recommend her.
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Working with Sanober was an excellent experience. She is a highly skilled and reliable data analysis specialist who provided valuable support throughout the project. Her expertise and clear explanations helped me better understand advanced analytical methods and improve my own skills. I truly appreciate her professional approach — highly recommended.
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Andrei D.
Oct 6, 2025
30 minute consultation
About Sanober
PhD Research Data Analyst SPSS, AMOS, SmartPLS , Excel, JAMOVI, Nvivo
100%
Job Success
Karachi, Pakistan - 5:30 am local time
- Hypothesis testing
- Regression Analysis
- Correlation Analysis
- Descriptive Analysis
- Reliability Analysis
- t-test
- Factor analysis
- Data visualization (Charts, Dashboards etc)
- Structural Equation Modelling PLS-SEM or CB-SEM using SmartPLS,
- Mediation Analysis
- Moderation Analysis
- Employee Performance Dashboards
- Customer Dashboards
- Products Dashboards
- Social Media Pages Dashboards (Tiktok, Facebook, Instagram, Linkedin)
I know the art of knowing which tests are best as per nature of research data. I have vast knowledge and experience in this field creating content with my innovative skills.
If you have visited my Profile now you know I'm the right one for the task you just want to get done. So lets connect and build a long term relationship.
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