The next step in developing your data product will be to focus on the interactive usability aspects. Since the product will be web-based, you will design a graphical user interface (GUI) suitable for a web browser. At first, you will take a holistic approach to outlining the GUI features that will facilitate access to data acquisition, analytical modules, and visual output. Then, you will detail every GUI element the user will see and interact with. Specifically focus on the following features:

Load data from https://github.com/tdraths/employee_attrition/blob/main/data.csv

from kaggle https://www.kaggle.com/datasets/patelprashant/employee-attrition

Displaying data in various formats

Engaging a variety of data exploration features

Engaging a variety of data cleaning and preprocessing features

Activating a variety of analytical tools

Choosing from a range of visual tools

Generating reports

Visually displaying the analytical pipeline

Executing the pipeline step by step

Executing the entire pipeline

Next, define the GUI elements such as buttons, drop-down menus, plotting areas, checkboxes, textboxes, etc., detailing the purpose of each and what feature it implements from the list above.

Rubic 1-GUI The student provides a detailed, in-depth graphical user interface (GUI) suitable for a web browser (illustrating all of the features outlined in the assignment criteria). The user interface accurately reflects the interactive usability.

2- GUI features The student comprehensively presents all GUI features with supporting evidence as outlined within the assignment criteria; information and justifications are accurate and appropriate. Extensive evidence, details, and examples are provided.

3-GUI Elements The student comprehensively presents all GUI elements, describing the purpose of each and what feature it implements; information and justifications are accurate and appropriate.

4-Industry Practices and Professional Literature Sources are industry-related, professional, comprehensive, current, and/or relevant. Quoted material and paraphrasing expertly support, extend, and inform ideas, but do not substitute for the writer's own idea development. Sources are well-synthesized to support major points.

5- Industry Terminology Industry-standard technical writing is correct and utilized throughout.