SayPro Draft visualizations (charts, graphs, tables)

1. Bar Chart: Average Student Satisfaction Ratings by Course

Description: This bar chart displays the average satisfaction ratings for different courses based on survey results.

plaintextRunCopy code1Average Student Satisfaction Ratings by Course
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Course Title	Satisfaction Rating (1-5)
Introduction to Marketing	██████████████████████ 4.5
Digital Marketing 101	███████████████████ 3.8
Data Analysis Basics	█████████████████████ 4.2
Advanced Programming	███████████ 3.0

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2### 2. Pie Chart: Distribution of Overall Satisfaction Levels
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4**Description**: This pie chart illustrates the distribution of overall satisfaction levels among students.
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6```plaintext
7Distribution of Overall Satisfaction Levels
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9- Very Satisfied: 40%
10- Satisfied: 35%
11- Neutral: 15%
12- Dissatisfied: 7%
13- Very Dissatisfied: 3%
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15[Pie Chart Representation]
16  (40%) Very Satisfied
17  (35%) Satisfied
18  (15%) Neutral
19  (7%) Dissatisfied
20  (3%) Very Dissatisfied

3. Heatmap: Course Effectiveness

Description: This heatmap displays the effectiveness of various courses based on student feedback, with color gradients indicating levels of effectiveness.

plaintextRunCopy code1Course Effectiveness Heatmap
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Course Title	Effectiveness Rating
Introduction to Marketing	████████████████████ (High)
Digital Marketing 101	███████████████ (Medium)
Data Analysis Basics	█████████████████████ (High)
Advanced Programming	██████████ (Low)

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2### 4. Table: Test Scores Summary
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4**Description**: This table summarizes test scores for students in different courses.
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6```plaintext
7Test Scores Summary
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Student ID	Course Title	Test Name	Score	Date
001	Introduction to Marketing	Midterm Exam	85	2023-03-15
002	Digital Marketing 101	Final Exam	78	2023-05-10
003	Data Analysis Basics	Quiz 1	92	2023-02-20
004	Advanced Programming	Project	70	2023-04-25

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2### 5. Bar Chart: Course Completion Rates
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4**Description**: This bar chart shows the percentage of students who completed each course.
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6```plaintext
7Course Completion Rates
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Course Title	Completion Rate (%)
Introduction to Marketing	████████████████████ 90%
Digital Marketing 101	███████████████ 75%
Data Analysis Basics	█████████████████████ 95%
Advanced Programming	██████████ 50%

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2### 6. Line Graph: Average Grades Over Time
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4**Description**: This line graph shows the trend of average grades for a specific course over multiple semesters.
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6```plaintext
7Average Grades Over Time for Data Analysis Basics
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Semester	Average Grade
Fall 2022	3.5
Spring 2023	4.0
Fall 2023	4.2

[Line Graph Representation] | 4.2| * | * 4.0| * | * 3.5| * |____________________ Fall 2022 Spring 2023 Fall 2023

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2### Conclusion
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4These visualizations—bar charts, pie charts, heatmaps, and tables—effectively represent key metrics from raw data sets, making it easier for stakeholders to understand findings and trends. By incorporating these visual elements into reports and presentations, SayPro can enhance communication and facilitate data-driven decision-making.

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