MoodyBlues is app that allows users to explore the environment that affects mental health through a series of graphs that users can freely choose to look for relationships of interest.
Student Mental Health from https://www.kaggle.com/datasets/shariful07/student-mental-health. The dataset provided the mental health status of students across gender, faculty, year, marital status and treatment.
Gender (str), Age (int), Course (unique str), Year of Study (int), CGPA? (str), Marital status (boolean), Depression (boolean), Anxiety(boolean), Panic attack(boolean), Treatment?(boolean)
The visualization feature allows users to easily represent their data in various chart formats. Users have the option to select from a given options.
For one attribute, users can select from a bar chart, pie chart, count chart, box chart, and histogram chart. This enables users to analyze their data by a single factor and view the distribution of values.
For two attributes, users can choose from bar chart, box chart, violin chart, and scatter chart. Additionally, users can add a category to the chart to view the distribution of data within that category. This option provides a more in-depth analysis of how two attributes relate to each other.
Finally, users can choose two attributes to generate a network relationship graph. This visualization helps users to identify and understand the complex relationships between two attributes. The feature offers multiple layout options, allowing users to customize their graph for better interpretation.
Overall, the visualization feature makes it easy for users to understand and analyze their data by providing a range of visualization options to choose from.
Interesting information
"Year of study" and "Age" have a positive correlation, but it is not very strong. This suggests that while older students tend to be in higher years of study, there is also a lot of variation in the distribution.
"CGPA" has a weak positive correlation with "Mental health". This suggests that students with higher GPAs may be more likely to report better mental health, although the correlation is not very strong.
"Treatment" has a weak positive correlation with "Mental health". This suggests that students who seek mental health treatment may be more likely to report better mental health, although again the correlation is not very strong.
"Anxiety" has a weak positive correlation with "CGPA", but "Depression" and "Panic attack" do not appear to be strongly correlated with academic performance.
When selecting an attribute, the user should select from left to right as the left box resets all white box attributes.
figure1 : before changing the left attribute figure2 : after changing the left attribute
To select if there was only 1 attribute, in the third field bar , pie , count , box , and histogram chart are available for selection. If the 2 attribute was selected, in the third box bar , pie , count , box , and histogram chart are available for selection.
As for the fourth box, it will appear for graphs using two attributes: for normal graphs, it will be hue, and for network graphs, it will be layouts.
For a network graph, the first box will be the nodes and the second box will be the relationship between the nodes.