🎯 In this assignment, I am learning how to enhance a Streamlit dashboard by updating and modifying example code from an existing repository. This project allowed me to gain hands-on experience with Streamlit by creating visualizations, adding text, and integrating interactive components.
🔗 Link to my newly modified Streamlit Dashboard: https://app-dashboard-enhanced-hha507-sch-learning-modalities-2021-2022.streamlit.app/
The dashboard provides weekly estimates of school learning modalities (in-person, remote, or hybrid) for U.S. K-12 public and independent charter school districts during the 2020-2021 school year (Aug 2020-June 2021) based on data from the National Center for Educational Statistics (NCES).
- In-Person: All schools within the district offer face-to-face instruction 5 days per week to all students at all available grade levels.
- Remote: Schools within the district do not offer face-to-face instruction; all learning is conducted online/remotely to all students at all available grade levels.
- Hybrid: Schools within the district offer a combination of in-person and remote learning; face-to-face instruction is offered less than 5 days per week, or only to a subset of students.
• For further information and a link to the data used: HealthData.gov - School Learning Modalities 2020-2021
• Courtesy of Professor Hants Williams' GitHub Repository: streamlit-dashboard-enhanced
• Other links used to perform the data visualizations/widgets: A combination of Streamlit Documentation and GitHub Copilot within Visual Studio Code, which I modified to make it more personalized. Also, I watched several YouTube videos to complete the visualizations/widgets section.
-
Total Percentage of Students in Each Learning Modality
-
Pie Chart: It shows the percentage in each learning modality. -
Importance: It helps in understanding the proportion of students in each type and highlights the main modes of learning during the given period.
-
-
Total Number of Students in Each Learning Modality
-
Bar Chart: It displays the number of students in each learning modality. -
Importance: Makes it easy to compare which modalities are most and least common.
-
-
Total Number of Students in Each Learning Modality by State
-
Grouped Bar Chart: It shows the number of students in each learning modality by state. -
Importance: It allows for the comparison of the distribution of learning modalities across different states, highlighting regional differences and trends.
-
-
Weekly Trends in Student Learning Modalities
-
Line Chart: It displays the weekly trends in student learning modalities over time, showing how the distribution changed each week. -
Importance: It helps identify patterns, peaks, and shifts in learning modes during the specificied period.
-
-
It provides innovative features for filtering and customizing data analysis. Dashboard app users can select week (date) ranges, learning modalities, states, and custom filters, allowing for a more detailed and personalized analysis of the dataset. This flexibility can significantly influence our decision-making based on the data, if necessary.
