If you cannot view all your data because it contains too many columns, what code should you use?(1 point)
Responses
data.set_option("display.max.columns", Infinity)
data.set_option("display.max.columns", Infinity)
data.set_option("display.max.columns", None)
data.set_option("display.max.columns", None)
data.display.max.columns()
data.display.max.columns()
data.display.max.columns(True)
The correct code to use if you cannot view all your data because it contains too many columns is:
data.set_option("display.max.columns", None)
The correct code to use when you cannot view all your data because it contains too many columns is:
data.set_option("display.max.columns", None)
The code that you should use to view all your data when it contains too many columns is:
```python
data.set_option("display.max.columns", None)
```
Explanation:
1. Import the necessary packages and load your data.
2. Use the `set_option()` function to set the maximum number of columns to be displayed. In this case, you set it to `None` to show all columns.
3. Call the `head()` function to display the top rows of your data, which should now show all the columns.
Therefore, the correct answer is:
```python
data.set_option("display.max.columns", None)
```