Quelle: https://www.kaggle.com/adityakadiwal/water-potability
Informationen zu den Daten:
- ph: pH of 1. water (0 to 14).
- Hardness: Capacity of water to precipitate soap in mg/L.
- Solids: Total dissolved solids in ppm.
- Chloramines: Amount of Chloramines in ppm.
- Sulfate: Amount of Sulfates dissolved in mg/L.
- Conductivity: Electrical conductivity of water in μS/cm.
- Organic_carbon: Amount of organic carbon in ppm.
- Trihalomethanes: Amount of Trihalomethanes in μg/L.
- Turbidity: Measure of light emiting property of water in NTU.
- Potability: Indicates if water is safe for human consumption. Potable -1 and Not potable -0
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Ideen: - Korrelation zwischen Trinkbarkeit und Wert ermitteln - Vergleiche zwischen Proben - Median vs. Average - Vorhersage ob Trinkbar
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Benötigte Software - IntelliJ / PyCharm - MongoDB - Brew - Java - Maven - SourceTree - Git - Chrome - Node - Sublime - Python
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Technologie Vorschlag:
- BE:
- Spring Boot
- Maven
- Mongo DB
- Python
- Flask
- FastApi
- FE:
- Angular / React
- Bootstrap
- Chartjs / Highcharts
- BE: