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 pd
data = [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.