MEDomicsLab-docs
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    • 🔵Design
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        • MEDimage
      • Input Module
        • Feature Reduction Tool
        • MEDprofiles
          • MEDprofiles Viewer
      • Exploratory Module
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    • 🟢Deployment
      • Application Module
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  • 📄Testing Phase with MIMIC
    • MIMIC data access
    • Step 1: Install and Explore
    • Step 2: Extract Data
    • Step 3: Prepare ML tables
    • Step 4: Explore Data
    • Step 5: Vacations
    • Step 6: Create Model
    • Step 7: Evaluate & Apply Model
    • Step 8: Challenge
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On this page
  • Overview video
  • Available tools
  • 1. SweetViz
  • 2. YData Profiling
  • 3. D-Tale
  • When reports are generated
  1. Tutorials
  2. Design

Exploratory Module

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Overview video

When double-clicking on the exploratory module you should see this page:

Available tools

All these tools can be used to explore your data and generate reports. You can use them to compare different datasets and generate reports for each one of them. You can also use them to generate reports for a single dataset. These processes can also run in parallel.

  1. You first choose a datset from /DATA folder, it will automatically set the target column to the last column of the dataset. You can change the target column by clicking on the dropdown menu.

  2. You can choose to generate a report for this dataset by clicking on the "Generate Report" button or you can add another dataset by clicking on the "Compare with another dataset" button.

  3. You can now open the report or download the html file

For better results, you should use datasets with same columns.

  1. You first choose a datset from /DATA folder.

  2. You can choose to generate a report for this dataset by clicking on the "Generate Report" button or you can add another dataset by clicking on the "Compare with another dataset" button.

  3. You can now open the report or download the html file

For better results, you should use datasets with same columns.

  • You choose a datset from /DATA folder and click on the "Generate report" button.

  • You can click on the "Open D-Tale" button to open the D-Tale dashboard.

  • You can click on the X button to close the D-Tale dashboard.

  • You can click on "Add new D-Tale analysis" to add another dataset.

It is recommended to use D-Tale with small datasets and close the dashboard after you finish using it.

When reports are generated

🧑‍🏫
🔵
1. SweetViz
2. YData Profiling
3. D-Tale
Exploratory module - untouched
Exploratory module - tools has been run