The dataset contains 9 predictive attributes and 1 goal field. The target variable refers to the water Potability

Dataset Description

1. ph: pH of 1. water (0 to 14).

2. Hardness: Capacity of water to precipitate soap in mg/L.

3. Solids: Total dissolved solids in ppm.

4. Chloramines: Amount of Chloramines in ppm.

5. Sulfate: Amount of Sulfates dissolved in mg/L.

6. Conductivity: Electrical conductivity of water in μS/cm.

7. Organic_carbon: Amount of organic carbon in ppm.

8. Trihalomethanes: Amount of Trihalomethanes in μg/L.

9. Turbidity: Measure of light emitting property of water in NTU.

10. Potability: Indicates if water is safe for human consumption. Potable - 1 and Not potable - 0

Sample submission: You should submit a CSV file with a header row and the sample submission can be found below:

Potability

0

1

0

1

1

You can find more details on how to save a prediction file here: https://discuss.dphi.tech/t/how-to-submit-predictions/548

Etc.

Note that the header name should be ‘Potability’ else it will throw an evaluation error.

Steps to follow to submit your notebook:

Go to the Notebook section on this challenge page
Click on the 'Upload Notebook' button on top left corner as shown in the image below:
Make sure to make the visibility of your notebook as 'public' while uploading the notebook.
Provide Notebook Title, Summary, add some tags, go to next, chose a file and click on Upload.

Data Sprint 85 - Water Potability Prediction