How do I append a row to a pandas DataFrame?
You can use the append()
method to add a row to a DataFrame. For example, df.append(new_row, ignore_index=True)
.
What if I want to append multiple rows at once?
You can pass a list of dictionaries or another DataFrame to the append()
method. For example, df.append([row1, row2], ignore_index=True)
.
Is there a way to do this without using append?
Yes, you can use pd.concat()
to concatenate DataFrames. For example, pd.concat([df, new_rows], ignore_index=True)
.
What are the performance implications of using append?
Using append()
in a loop can be slow because it creates a new DataFrame each time. It's better to collect rows in a list and use pd.concat()
once.
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