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python
2 years ago
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import pandas as pd data = pd.read_csv("test.csv") template = { "name": [None], "age": [None], "color": [None] } df = pd.DataFrame() for index, row in data.iterrows(): row_data = { "name": row["name"], "age": row["age"], "color": template["color"][0] } row_df = pd.DataFrame(row_data) df = pd.concat([df, row_df]) # The resulting DataFrame df will have the values from the CSV with missing values # in the "color" column filled in from the template.
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