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- def main():
- # The following is a simulated dataset that have address, sensitive numerics, emails and entity names.
- Texts = [
- "I had an ok experience and I live close by 2000 Vernier rd grosse pointe woods MI 48236. I had a good time at 2999 vernier",
- "I used to know someone who lived at, 2025 magna rd grosse pointe MI 48237 they loved it and told us many cool stories about the lake",
- "I liked their services 22000 moross rd, detroit MI 48236",
- "lots of diverse life experiences at 6233 orlina st, apt 1001, detroit MI 48217",
- "2013 1st ambonstreet", "245e ousterkade 9",
- "oh yeah, I had a great time at 20225 Liverni a really really good time",
- '1231451469', '42.2', '123 145 1469', '123.145.1469', '(123) 145.1469', '(123) 145 1469',
- '(123) 145–1469', '123–145–1469', '+1(123) 145–1469 ', '1234567890999111', '123HELLO56',
- '-123', '04/04/1998', 'it’s015–96–0342 you know my number call me', '+123–145–1469',
- '48236–123', 'I live close to (42.293564, -83.638916)', '123-4-5648', '1-234-5-6789',
- "I used these two email mouafek.ayadi@esprit.tn, moufak.ayadi@oddo-bhf.com",
- "this is another email afek.aadi@esit.com",
- "they work at Microsoft, and my name is Sami",
- "Google CEO is Sunder Pichai",
- 'http://url.com', 'http://www.url.com/',
- 'https://url.com/bla3/blah3/', 'www.google.com'
- ]
- return redact_all.redact(pd.Series(Texts))
- if __name__ == "__main__":
- # main()
- # print(main())
- print('Redaction Started...\n')
- sleep(1)
- data = main()
- data.to_excel(Path, sheet_name='Redacted_Data', index=False)
- print('\nRedaction Finished and Data exported successfully!')
- data.to_excel(Path, sheet_name='emails', index=False)
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