Assignment Instructions
**Assignment Title:** Data Analysis and Visualization Report
**Learning Objectives:**
- Analyze datasets using statistical tools.
- Interpret results to inform strategic decisions.
- Develop clear, concise, and insightful data visualizations.
**Background:** The Durante Foundation has provided a dataset for analysis to inform
funding allocations.
**Tasks:**
1. Clean and prepare the dataset for analysis.
2. Use appropriate statistical tools to identify patterns and trends.
3. Develop at least two data visualizations.
4. Summarize findings and propose actionable recommendations.
**Formatting:** APA, 3–4 pages, include charts/graphs as needed.
The Durante Foundation
Capella University
SWK 5015 Advance Statistics Research Program Evaluations
The Durante Foundation
The Durante Foundation is an organization which values education and would like to create
an educational grant for the community to enhance higher graduation rates. A survey was
conducted among members of the community between the ages of 24-35 years old to
determine the years of completed formal education. The agency is requesting to get the
mean, median and mode values for grades of educational attainment within the community.
Utilizing the JASP software we were able to determine the following values of the presented
data set. The mean for this statistical data set is 12.111, The median is 12.000, The mode is
also 12.000 and the standard deviation is 2.854. The Table below shows the data set for
the level of academic achievement.
Descriptive Statistics
Level of academic achievement
Valid 90
Missing 0
Mode 12.000 ᵃ Median
12.000
Mean 12.111
**Assignment Title:** Data Analysis and Visualization Report
**Learning Objectives:**
- Analyze datasets using statistical tools.
- Interpret results to inform strategic decisions.
- Develop clear, concise, and insightful data visualizations.
**Background:** The Durante Foundation has provided a dataset for analysis to inform
funding allocations.
**Tasks:**
1. Clean and prepare the dataset for analysis.
2. Use appropriate statistical tools to identify patterns and trends.
3. Develop at least two data visualizations.
4. Summarize findings and propose actionable recommendations.
**Formatting:** APA, 3–4 pages, include charts/graphs as needed.
The Durante Foundation
Capella University
SWK 5015 Advance Statistics Research Program Evaluations
The Durante Foundation
The Durante Foundation is an organization which values education and would like to create
an educational grant for the community to enhance higher graduation rates. A survey was
conducted among members of the community between the ages of 24-35 years old to
determine the years of completed formal education. The agency is requesting to get the
mean, median and mode values for grades of educational attainment within the community.
Utilizing the JASP software we were able to determine the following values of the presented
data set. The mean for this statistical data set is 12.111, The median is 12.000, The mode is
also 12.000 and the standard deviation is 2.854. The Table below shows the data set for
the level of academic achievement.
Descriptive Statistics
Level of academic achievement
Valid 90
Missing 0
Mode 12.000 ᵃ Median
12.000
Mean 12.111
