Exploratory-Data-Analysis-EDA-And-Preprocessing

First hands on EDA and Preprocessing on a few data sets. Python Notebook is included. Please use Kaggle or Google Colab for better viewing.

Datasets:

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1. Alcohol Data Set
2. Fifa 2019 Data Set
3. Accident Data Set from UK(2005-2014 except 2008)

Techniques Used

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1. Seaborn plotting(boxplot, countplot, barplot, distplot, jointplot)
2. Standardization
3. Label Encoding and One Hot Encoding
4. Logistic Regression with Cross Validation
5. Analysis of Data using Correlation matrix