Which of the following can be used to add a new column in existing dataframe:locatiloc<dataframe_object>.<column_lable>
Question
Which of the following can be used to add a new column in existing dataframe:
dataframe_object.<column_label>
Solution
The loc
function in pandas is primarily used for accessing a group of rows and columns by labels or a boolean array. It is not typically used to add a new column in an existing dataframe.
However, you can add a new column to an existing dataframe in pandas using the following methods:
- Direct assignment: This is the simplest way to add a new column. Here is an example:
dataframe['new_column_label'] = value
- Using
assign()
: This function returns a new dataframe with the new column added to the old dataframe. Here is an example:
dataframe = dataframe.assign(new_column_label = value)
- Using
insert()
: This function allows you to insert a column at a specific location. Here is an example:
dataframe.insert(location, 'new_column_label', value)
In all these examples, dataframe
is your existing dataframe, new_column_label
is the label of your new column, and value
is the value(s) you want to add in the new column. The value
can be a single value (which will be repeated for all rows), a list of values, or a Series object.
Similar Questions
Which of the following can be used to add a new column in existing dataframe:locatiloc<dataframe_object>.<column_lable>
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