Pandas for beginners
Documentation The documentation embedded in the code as comments.
Follow the sequence to learn the concepts increamentally.
1_PandasImport.py
Concepts learned
import pandas as pd
2_pandasDataframe.py
concepts learned
- pd.DataFrame()
- Displaying the DataFrame
3_pandasDataframe.py
concepts learned
- pd.DataFrame()
- Series
4_pandasDFMethods.py
concepts learned
- max()
- min()
- describe()
5_pandasReadcsvfile.py
concepts learned
- read_csv()
6_pandasHead.py
Concepts learned
- head()
- head(N)
7_pandasTail.py
Concepts learned
- tail()
- tail(N)
8_pandasType.py
Concepts learned
- dtypes attributes
- shape attribute
9_pandasInfo.py
Concepts learned
- info() method
10_pandasSubset.py
Concepts learned
- Selected columns
11_pandasFilter.py
Concepts learned
- info() method
- filter data from a dataframe
12_pandasIsin.py
Concepts learned
- isin() method
13_pandaLogic.py
Concepts learned
- logical operator
14_pandasNotna.py
Concepts learned
- notna()
15_pandasloc.py
Concepts learned
- loc()
- select row with a condition
- slect rows with a range
- slect the required columns with a condition
- update the value in a column
- fillna() method to update NaN (Not a Number) values
16_pandasiloc.py
Concepts learned
- iloc()