,

README.md

@@ -105,3 +105,99 @@ Based off of Nielsen’s 10 Heuristics. Done by both team members based on the M
 	- Issues: Help and Documentation may be important and nice to have but out of scope for this version of the design. 
 	- Recommendations: For now, focus on maintaining the clarity and simplicity of the current help documentation. If these advanced features are considered in future updates, ensure that corresponding help resources are developed to support them.
 
+## Results
+
+![test](test.jpeg)
+
+### Participant Demographics
+- **Number of Test Subjects:** 5
+- **Demographics:** Not specified in the data.
+
+### Quantitative Evaluation
+
+#### Task Completion Time
+
+##### Adding a Category:
+| Participant | Time (seconds) |
+|-------------|----------------|
+| 1           | 18             |
+| 2           | 69             |
+| 3           | 40             |
+| 4           | 18             |
+| 5           | 15             |
+
+**Average Time:** 32 seconds
+
+##### Adding a Transaction:
+
+| Participant | Time (seconds) |
+|-------------|----------------|
+| 1           | 18             |
+| 2           | 11             |
+| 3           | 60             |
+| 4           | 43             |
+| 5           | 30             |
+
+**Average Time:** 32.4 seconds
+
+#### User Satisfaction Scores
+
+##### Ease of Use (Scale: 1-7):
+
+| Participant | Score |
+|-------------|-------|
+| 1           | 7     |
+| 2           | 5     |
+| 3           | 7     |
+| 4           | 7     |
+| 5           | 6     |
+
+**Average Score:** 6.4
+
+##### Usefulness of Categories (Scale: 1-5):
+
+| Participant | Score |
+|-------------|-------|
+| 1           | 3     |
+| 2           | 4     |
+| 3           | 4     |
+| 4           | 5     |
+| 5           | 5     |
+
+**Average Score:** 4.2
+
+#### Task Success Rate
+
+**Finding Categories:**
+  - 4 out of 5 participants (80%) found the categories.
+  - 1 participant did not find the categories.
+
+**Icon Selection Satisfaction:**
+  - 4 out of 5 participants (80%) were satisfied with the icon selection.
+  - 1 participant noted that "Pets missing" in the icon selection.
+
+### Charts
+
+- **Bar Chart:** Task completion times for adding categories and transactions.
+- **Pie Chart:** Percentage of participants who found categories and were satisfied with icon selection.
+
+## Qualitative Feedback
+
+**Positive Feedback:**
+- "The app is easy to use." (Participant 1, 3, 4)
+- "Categories are useful for organizing transactions." (Participant 4, 5)
+
+**Negative Feedback:**
+- "I could not find the categories initially." (Participant 2)
+- "The icon selection is missing a Pets category." (Participant 4)
+
+**Suggestions for Improvement:**
+- "Add more icons, especially for Pets." (Participant 4)
+- "Improve the visibility of categories in the app." (Participant 2)
+
+## Updates Made to the App
+
+Based on the feedback, the following updates were made:
+
+- **Improved Visibility of System Status:** Added Headings for _Category_ and _Transaction_ Screens.
+- **Improved Category Visibility:** The categories section was redesigned to make it more intuitive and easier to find.