Quickstart

This quickstart will walk you through a project using Allye's core features. By the end, you'll be familiar with simple visualization, data manipulation, modeling and Agent.

In this project we will use open data LendingClub Loan Data. You can download from this link.

1.Visualization

1. Drag and drop csv file onto the canvas. You can download from this link
2. From the left panel, create Data Table in the Data section and Distribution in the Visualize section.
3. Connect edges to those widgets from File widget.
4. Open the widgets and you should see Raw data as well as histogram.

2.Data Manipulation

1. From the left panel, create Group by (Allye) in the Transform section.
2. In Group by, select grade; from Attributes, choose int_rate and Mean.
3. Create Bar Plot (Allye) from the Visualize section and connect it to the Group by (Allye) widget.
4. Select grade for the X-axis and int_rate - Mean for the Y-axis to see the average interest rate by grade.

3.Advanced Statistics

1. From the left panel, create Regression Analysis in the Statistical Analysis section and connect it to the File widget.
2. Choose loan_amnt, term, and sub_grade as Features; select int_rate as Target Variables; set Regularization to None, and choose the remaining options as shown in the image below.
3. Click the Apply button and review the Full Report that appears in the Main Area.