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datatools-dev/samples/messy_sales_match_groups.csv
Michael b871ab24fc feat: add documentation, Streamlit GUI, and full source tree 
- 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>
2026-04-28 23:06:39 +00:00

6.2 KiB
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1_group_id_is_survivor_confidence_matched_on_original_roworder_idcustomer_nameemailphoneaddressproductamountdate
21True83.81customer_name11001John Smithjohn.smith@gmail.com(555) 123-4567123 Main Street Apt 4Widget Pro49.992024-01-15
31False83.81customer_name21002John Smithjohnsmith@gmail.com555-123-4567123 Main St Apt 4Widget Pro49.992024-01-15
41False83.81customer_name31003Mr. John Smithjohn.smith+promo@gmail.com+1 555-123-4567123 Main St. Apartment 4Widget Pro2024-01-15
52True91.67customer_name41004Sarah Johnsonsarah.j@example.com(555) 234-5678456 Oak AvenueGadget X89.992024-02-01
62False91.67customer_name51005Sara Johnsonsarah.j@example.com555.234.5678456 Oak AveGadget X89.992024-02-03
72False91.67customer_name61006Sarah M. Johnsonsarahj@example.com5552345678456 Oak Ave Suite 289.992024-02-05
83True80.56customer_name71007Michael Williamsmike.w@company.org(555) 345-6789789 Pine BoulevardSuper Tool129.992024-02-10
93False80.56customer_name81008Mike Williamsmike.w@company.org555-345-6789789 Pine BlvdSuper Tool129.992024-02-10
103False80.56customer_name91009Dr. Michael Williams IIImichael.williams@company.org+15553456789789 Pine Blvd129.992024-02-12
114True100.0customer_name101010Emily Davisemily.davis@mail.com(555) 456-7890321 Elm DriveBasic Set29.992024-03-01
124False100.0customer_name111011Emily Davisemily.davis@mail.com(555) 456-7890321 Elm DriveBasic Set29.992024-03-01
135True81.02customer_name121012Robert Brownr.brown@email.net(555) 567-8901654 Cedar LanePremium Kit199.992024-03-15
145False81.02customer_name131013Bob Brownr.brown@email.net555-567-8901654 Cedar LnPremium Kit199.992024-03-15
155False81.02customer_name141014Robert J. Brown Jr.rj.brown@email.net5555678901654 Cedar LanePremium Kit2024-03-17
166True100.0customer_name151015Jennifer Wilsonjen.wilson@web.io(555) 678-9012987 Birch CourtStarter Pack19.992024-04-01
176False100.0customer_name161016Jennifer Wilsonjen.wilson@web.io(555) 678-9012987 Birch CtStarter Pack19.992024-04-01
187True100.0customer_name171017David Martinezdavid.m@service.com(555) 789-0123246 Maple RoadDeluxe Widget79.992024-04-15
197False100.0customer_name181018David Martinezd.martinez@service.com555-789-0123246 Maple RdDeluxe Widget79.992024-04-15
208True97.33customer_name191019Lisa Andersonlisa.a@domain.com(555) 890-1234135 Walnut WayMini Tool14.992024-05-01
218False97.33customer_name201020Lisa M Andersonlisa.a@domain.com555-890-1234135 Walnut WayMini Tool14.992024-05-01
229True90.08customer_name211021Thomas Taylortom.taylor@inbox.com(555) 901-2345864 Spruce TrailCombo Pack59.992024-05-15
239False90.08customer_name221022Tom Taylortom.taylor@inbox.com555-901-2345864 Spruce TrlCombo Pack59.992024-05-15
2410True100.0customer_name241024Karen Whitekaren.w@test.com(555) 012-3456579 Ash CircleWidget Pro49.992024-06-01
2510False100.0customer_name251025Karen Whitekaren.w+newsletter@test.com555-012-3456579 Ash CirWidget Pro49.992024-06-01
2611True100.0customer_name261026James Clarkj.clark@biz.co(555) 111-2222111 First Street NorthEnterprise License499.992024-06-15
2711False100.0customer_name271027James Clarkj.clark@biz.co555-111-2222111 1st St NEnterprise License499.992024-06-15
2812True90.28customer_name281028Patricia Leepat.lee@mail.com(555) 222-3333222 Second Avenue SouthBasic Set29.992024-07-01
2912False90.28customer_name291029Pat Leepat.lee@mail.com555-222-3333222 2nd Ave SBasic Set29.992024-07-01
3013True92.5customer_name301030Christopher Hallchris.hall@email.org(555) 333-4444333 Third Boulevard EastGadget X89.992024-07-15
3113False92.5customer_name311031Chris Hallchris.hall@email.org555-333-4444333 3rd Blvd EGadget X89.992024-07-15
3214True100.0customer_name321032Amanda Youngamanda.y@web.net(555) 444-5555444 Oak ParkwaySuper Tool129.992024-08-01
3314False100.0customer_name331033Amanda Youngamanda.y@web.net(555) 444-5555444 Oak PkwySuper Tool129.992024-08-01
3415True90.72customer_name341034Daniel Kingdan.king@corp.io(555) 555-6666555 Elm SquarePremium Kit199.992024-08-15
3515False90.72customer_name351035Dan Kingdan.king@corp.io555.555.6666555 Elm SqPremium Kit199.992024-08-15
3616True100.0customer_name361036Michelle Scottm.scott@place.com(555) 666-7777666 Pine HighwayDeluxe Widget79.992024-09-01
3716False100.0customer_name371037Michelle Scottm.scott@place.com(555) 666-7777666 Pine HwyDeluxe Widget79.992024-09-01
3817True100.0customer_name381038Kevin Adamskevin.a@shop.biz(555) 777-8888777 Cedar TerraceStarter Pack19.992024-09-15
3917False100.0customer_name391039Kevin Adamskevin.a+deals@shop.biz555-777-8888777 Cedar TerStarter Pack19.992024-09-15
4018True100.0customer_name401040Nancy Wrightnancy.w@home.net(555) 888-9999888 Maple PlaceMini Tool14.992024-10-01
4118False100.0customer_name411041Nancy Wrightnancy.w@home.net(555) 888-9999888 Maple PlMini Tool14.992024-10-01
4219True100.0customer_name421042George Lopezg.lopez@firma.com(555) 999-0000999 Walnut ExpresswayCombo Pack59.992024-10-15
4319False100.0customer_name431043George Lopezg.lopez@firma.com555-999-0000999 Walnut ExpyCombo Pack59.992024-10-15
4420True100.0customer_name441044Sandra Hills.hill@provider.co(555) 101-20201010 Spruce CrossingWidget Pro49.992024-11-01
4520False100.0customer_name451045Sandra Hills.hill@provider.co555-101-20201010 Spruce XingWidget Pro49.992024-11-01
4621True100.0customer_name461046Mark Robinsonmark.r@office.com(555) 202-30302020 Ash HeightsEnterprise License499.992024-11-15
4721False100.0customer_name471047Mark Robinsonmark.r@office.com555-202-30302020 Ash HtsEnterprise License499.992024-11-15
4822True93.68customer_name481048Unique Customer Oneunique1@solo.com(555) 000-00011 Unique RoadWidget Pro49.992024-12-01
4922False93.68customer_name491049Unique Customer Twounique2@solo.com(555) 000-00022 Unique RoadGadget X89.992024-12-02
5022False93.68customer_name501050Unique Customer Threeunique3@solo.com(555) 000-00033 Unique RoadSuper Tool129.992024-12-03
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