- Rewrite README.md with project overview, quick-start, and CLI summary - Add docs/CLI-REFERENCE.md with full flag reference and 8 recipe sections - Add docs/DEVELOPER.md with architecture, data flow, and extension guides - Rewrite src/core/__init__.py with public API exports and module docstring - Add Streamlit GUI (src/gui/) with file upload, advanced options, interactive match group review with side-by-side diff, and download buttons - Add .gitignore, requirements.txt, all source code, tests, and sample data - Add streamlit to requirements.txt Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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| 1 | first_name | source | subscribed_date | tags | |
|---|---|---|---|---|---|
| 2 | sub1@example.com | Pat | newsletter_signup | 2025-08-15 | newsletter |
| 3 | SUB1@example.com | Pat | facebook_lead_form | 2025-09-01 | fb_q3_2025 |
| 4 | sub1@EXAMPLE.com | Patricia | checkout_optin | 2025-10-12 | customer |
| 5 | sub1@example.com | Pat W | popup_form | 2026-01-08 | popup_homepage |
| 6 | mike.smith@gmail.com | Mike | import_2024 | 2024-11-20 | legacy |
| 7 | mikesmith@gmail.com | Mike S | newsletter_signup | 2025-03-15 | newsletter |
| 8 | m.i.k.e.s.m.i.t.h@gmail.com | Michael | facebook_lead_form | 2025-07-22 | fb_q3_2025 |
| 9 | promos+freebie@gmail.com | Sam | freebie_download | 2025-12-01 | lead_magnet |
| 10 | promos@gmail.com | Sam | newsletter_signup | 2026-02-15 | newsletter |
| 11 | unique1@example.com | Alpha | newsletter_signup | 2025-09-10 | newsletter |
| 12 | unique2@example.com | Beta | popup_form | 2025-10-05 | popup_homepage |
| 13 | unique3@example.com | Gamma | facebook_lead_form | 2025-11-12 | fb_q4_2025 |
| 14 | unique4@example.com | Delta | checkout_optin | 2026-01-20 | customer |
| 15 | jdoe@company-a.com | Jane Doe | newsletter_signup | 2025-08-01 | newsletter |
| 16 | jdoe@company-b.com | Jane Doe | newsletter_signup | 2025-08-02 | newsletter |