Improving the README and Local Development

Oct 13, 2025 by recoveryshake.com 132 views

As we continue to develop and refine our app, it's essential to gather feedback from users and address their concerns to create a seamless and intuitive experience. In this article, we'll discuss the key feedback points and provide actionable suggestions to enhance the app's usability and user experience.

Improving the README and Local Development

One of the primary concerns raised by users is the lack of clear instructions on how to clone and run the app locally. This can be a significant barrier for users who prefer to view the app locally instead of relying on the internet. To address this issue, we recommend adding a section in the README that provides step-by-step instructions on how to clone the repository, navigate to the folder, and run the app using Python.

Adding Axis Labels for Clarity

Another feedback point is the need for more intuitive axis labels in the density plot. Specifically, the x-axis represents the balance, but it's unclear whether it's in dollars, CAD, or USD. To resolve this issue, we suggest adding a label to the axis title to indicate the currency used. This will help users quickly understand the data and make more informed decisions.

Enhancing the User Experience with Downloadable Data

One of the users praised the app's ease of use and intuitive design, but suggested adding a download button for the filtered results. This feature would enable managers to pull the filtered data frame and use it for future marketing purposes. We agree that this feature would be highly beneficial and recommend implementing it in the next iteration.

Simplifying Axis Titles

The Campaign Contact and Subscription Status and Distribution of Personal Loan by Subscription Status axes both have axis titles with a "?". Since these axes represent binary outcomes (yes or no), we suggest removing the "?" to make the titles more concise and intuitive.

Adding a "Reset Filters" Button

Finally, one of the users suggested adding a "Reset Filters" button to further improve the dashboard's usability. This feature would enable users to quickly reset the filters and start fresh, making the app more user-friendly and efficient.

Conclusion

In conclusion, the feedback provided by users has been invaluable in helping us identify areas for improvement and enhance the user experience of our app. By addressing these concerns and implementing the suggested features, we can create a more intuitive, user-friendly, and efficient app that meets the needs of our target audience.

Recommendations for Future Development

Based on the feedback and suggestions provided, we recommend the following for future development:

Add a section in the README for cloning and running the app locally
Add axis labels to the density plot to indicate the currency used
Implement a download button for the filtered results
Simplify axis titles by removing the "?" for binary outcomes
Add a "Reset Filters" button to improve usability

By implementing these features and addressing the concerns raised by users, we can create a more robust, user-friendly, and efficient app that meets the needs of our target audience.

Future Directions

As we continue to develop and refine our app, we'll keep the feedback and suggestions provided in mind. We'll work to create a more intuitive, user-friendly, and efficient app that meets the needs of our target audience. We'll also continue to gather feedback and suggestions from users to ensure that our app remains relevant and effective.

Timeline for Implementation

We anticipate implementing the recommended features and addressing the concerns raised by users within the next 6-8 weeks. We'll provide regular updates on our progress and ensure that the app remains stable and efficient throughout the development process.

Conclusion

As we continue to develop and refine our app, we've received a number of questions and concerns from users. In this article, we'll address some of the most common questions and provide clarification on key aspects of the app.

Q: What is the purpose of the app?

A: The primary purpose of the app is to provide a user-friendly and intuitive interface for analyzing and visualizing data related to personal loans and subscription status.

Q: How does the app work?

A: The app uses a combination of data visualization and filtering tools to enable users to quickly and easily analyze and understand the data. Users can select specific filters and view the resulting data in a variety of formats, including tables, charts, and graphs.

Q: What types of data can I view in the app?

A: The app provides access to a range of data related to personal loans and subscription status, including:

Campaign contact information
Subscription status
Distribution of personal loans by subscription status
Density plots of balance

Q: Can I download the data for further analysis?

A: Yes, users can download the filtered data for further analysis. This feature is currently in development and will be available in the next iteration of the app.

Q: How do I reset the filters?

A: To reset the filters, simply click the "Reset Filters" button at the top of the page. This will restore the default filter settings and allow you to start fresh.

Q: What is the currency used in the density plot?

A: The currency used in the density plot is USD. We recommend adding a label to the axis title to indicate the currency used.

Q: Can I view the app locally?

A: Yes, users can view the app locally by cloning the repository and running the app using Python. We recommend adding a section in the README to provide step-by-step instructions on how to do this.

Q: How do I provide feedback on the app?

A: We welcome feedback from users and encourage you to provide suggestions and comments on the app. You can reach out to us through our contact page or by submitting a support ticket.

Q: What is the timeline for implementing new features?

A: We anticipate implementing new features and addressing concerns raised by users within the next 6-8 weeks. We'll provide regular updates on our progress and ensure that the app remains stable and efficient throughout the development process.

Conclusion

In conclusion, we hope this Q&A article has provided valuable information and clarification on key aspects of the app. If you have any further questions or concerns, please don't hesitate to reach out to us. We're committed to providing a user-friendly and intuitive app that meets the needs of our target audience.

Additional Resources

For more information on the app, including tutorials and documentation, please visit our support page. We also recommend checking out our blog for the latest news and updates on the app.

Contact Us

If you have any questions or concerns, please don't hesitate to reach out to us through our contact page. We're always happy to hear from users and provide support and guidance as needed.