A 21 Days journey to stronger the ability to analyse and work with data.
Kickstart the EDA (Exploratory Data Analysis) process by loading the dataset and performing initial inspection using Python and Pandas.
- Python
- Pandas
- Jupyter Notebook or any Python IDE
-
Environment Setup
- Installed
pandas
,numpy
,matplotlib
, andseaborn
- Created a new Jupyter Notebook
Day1.ipynb
- Installed
-
Loaded the Dataset
import pandas as pd
df = pd.read_csv("users.csv")
- Other opeations
print(df.shape) # Rows, Columns
print(df.columns) # Column names
print(df.dtypes) # Data types
- Previewing the dataset
print(df.isnull().sum())
- Viewed Summary Statistics
print(df.describe())
print(df.info())