| import pandas as pd | |
| import pathlib | |
| current_directory = pathlib.Path(__file__).resolve().parent | |
| df = pd.read_csv(current_directory / "vacancies.csv") | |
| df = df[["Vacancy"]] | |
| print(df.shape) | |
| df = df.drop_duplicates(subset=["Vacancy"]) | |
| print(df.shape) | |
| # Remove all the new lines from each cell of the 'Resume' column | |
| df["Vacancy"] = df["Vacancy"].replace("\n", ".,", regex=True) | |
| df.to_csv(current_directory / "jobfixers.csv", index=False, header=False) | |