Added Water Quality Data EDA

Machine Learning and Data Science/Basic/Water Quality Data EDA/README.md

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+# Water Quality Data EDA
+
+### Source of data:-
+
+##### https://www.kaggle.com/datasets/supriyoain/water-quality-data/data
+
+### Features in the dataset:-
+
+<ul> <b>Date:</b> Indicates the date when the water quality data was recorded. </ul>
+<ul> <b>Salinity:</b> Denotes the concentration of salts in the water. </ul>
+<ul> <b>Dissolved Oxygen:</b> Indicates the amount of oxygen dissolved in the water, crucial for aquatic life. </ul>
+<ul> <b>pH:</b> Represents the acidity or alkalinity level of the water. </ul>
+<ul> <b>Secchi Depth (m):</b> Measures the depth at which a Secchi disk disappears from view, providing insight into water transparency. </ul>
+<ul> <b>Water Depth:</b> Indicates the depth of the water column at the sampling location. </ul>
+<ul> <b>Water Temperature:</b> Provides the thermal condition of the water. </ul>
+<ul> <b>Air Temperature:</b> Represents the ambient air temperature during sampling. </ul>
+
+### Example Data Visualizations:-
+
+![alt text](image.png)
+
+![alt text](image-1.png)
+
+![alt text](image-2.png)
+
+![alt text](image-3.png)
+
+![alt text](image-4.png)