Fantastic Article.. Love your articles, they are always informative, concise and well articulated :)

I also feel that it is important for us to understand from where the data came from and identify any inherent biases in the data prior to undertaking any analysis — this can help not only understand the limitations of the data but also make better decisions based on the results of the analysis and sometimes possibly exclude those variables or features resulting in bias from the dataset.

    Aiswarya Ramachandran

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    Data Enthusiast and a Avid Reader.