CREATE A DATAFRAME FROM LISTS
Create a DataFrame from Lists
The DataFrame can be created using a single list or a list of lists.
import pandas as pddata = [1,2,3,4,5]
df = pd.DataFrame(data)df| 0 | |
|---|---|
| 0 | 1 |
| 1 | 2 |
| 2 | 3 |
| 3 | 4 |
| 4 | 5 |
data = [['Alex',10],['Bob',12],['Clarke',13]]
df = pd.DataFrame(data,columns=['Name','Age'])df| Name | Age | |
|---|---|---|
| 0 | Alex | 10 |
| 1 | Bob | 12 |
| 2 | Clarke | 13 |
data = [['Alex',10],['Bob',12],['Clarke',13]]
df = pd.DataFrame(data,columns=['Name','Age'],dtype=float)df| Name | Age | |
|---|---|---|
| 0 | Alex | 10.0 |
| 1 | Bob | 12.0 |
| 2 | Clarke | 13.0 |
the dtype parameter changes the type of Age column to floating point.