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>
This commit is contained in:
2026-04-28 23:06:39 +00:00
parent 0613dc420c
commit b871ab24fc
47 changed files with 4413 additions and 2 deletions

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customer_id,name,email,city
E001,Björn Andersson,bjorn@example.com,Malmö
E002,Bjorn Andersson,bjorn@example.com,Malmo
E003,François Dupont,f.dupont@example.com,Montréal
E004,Francois Dupont,f.dupont@example.com,Montreal
E005,José García,jgarcia@example.com,México
E006,Jose Garcia,jgarcia@example.com,Mexico
E007,Müller GmbH,kontakt@muller.de,Köln
E008,Muller GmbH,kontakt@muller.de,Koln
E009,Unique Person,unique@example.com,London
E010,Another Unique,another@example.com,Paris
1 customer_id name email city
2 E001 Björn Andersson bjorn@example.com Malmö
3 E002 Bjorn Andersson bjorn@example.com Malmo
4 E003 François Dupont f.dupont@example.com Montréal
5 E004 Francois Dupont f.dupont@example.com Montreal
6 E005 José García jgarcia@example.com México
7 E006 Jose Garcia jgarcia@example.com Mexico
8 E007 Müller GmbH kontakt@muller.de Köln
9 E008 Muller GmbH kontakt@muller.de Koln
10 E009 Unique Person unique@example.com London
11 E010 Another Unique another@example.com Paris

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@@ -0,0 +1,6 @@
id;name;email;amount
1;Test User;test1@example.com;1.234,56
2;Test User;TEST1@example.com;1.234,56
3;Other User;test2@example.com;987,00
4;Other User;test2@example.com;987,00
5;Unique;unique@example.com;500,00
1 id name email amount
2 1 Test User test1@example.com 1.234,56
3 2 Test User TEST1@example.com 1.234,56
4 3 Other User test2@example.com 987,00
5 4 Other User test2@example.com 987,00
6 5 Unique unique@example.com 500,00

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sku product price
A-100 Widget 9.99
A-100 Widget Standard 9.99
A-101 Widget Plus 12.99
A-100 WIDGET 9.99
B-200 Gadget 15.00
1 sku product price
2 A-100 Widget 9.99
3 A-100 Widget Standard 9.99
4 A-101 Widget Plus 12.99
5 A-100 WIDGET 9.99
6 B-200 Gadget 15.00

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@@ -0,0 +1,6 @@
customer_id,name,email
B001,Andersén,andersen@example.com
B002,Andersen,andersen@example.com
B003,Smith,smith@example.com
B004,SMITH,Smith@Example.com
B005,Lee,lee@example.com
1 customer_id name email
2 B001 Andersén andersen@example.com
3 B002 Andersen andersen@example.com
4 B003 Smith smith@example.com
5 B004 SMITH Smith@Example.com
6 B005 Lee lee@example.com

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@@ -0,0 +1,16 @@
customer_id,first_name,last_name,email,phone,signup_date
C001,John,Smith,john.smith@gmail.com,(555) 123-4567,2025-01-15
C002,John,Smith,JohnSmith@Gmail.com,555-123-4567,2025-02-03
C003,John,Smith,j.o.h.n.smith+shop@gmail.com,+15551234567,2025-02-19
C004,Jon,Smith,jon.smith@yahoo.com,(555) 987-6543,2025-01-22
C005,Maria,Garcia,maria@example.com,555.222.3333,2025-03-01
C006,Maria,Garcia,maria@example.com,5552223333,2025-03-10
C007,Maria,Garcia,maria@example.com,+1 (555) 222-3333,2025-03-15
C008,David,Lee,david.lee@work.com,(555) 444-1111,2025-02-01
C009,David,Lee,dlee@personal.com,555-444-1111,2025-02-28
C010,Sarah,Jones,sarah@example.com ,(555) 666-7777,2025-01-08
C011,Sarah,Jones,sarah@example.com,(555) 666-7777,2025-01-09
C012,Alice,Wong,alice.wong@example.com,(555) 333-9999,2025-03-22
C013,Robert,Brown,rob.brown@example.com,(555) 888-2222,2025-03-25
C014,Catherine,Doe,cdoe@example.com,(555) 111-0000,2025-01-30
C015,Katherine,Doe,cdoe@example.com,(555) 111-0000,2025-04-02
1 customer_id first_name last_name email phone signup_date
2 C001 John Smith john.smith@gmail.com (555) 123-4567 2025-01-15
3 C002 John Smith JohnSmith@Gmail.com 555-123-4567 2025-02-03
4 C003 John Smith j.o.h.n.smith+shop@gmail.com +15551234567 2025-02-19
5 C004 Jon Smith jon.smith@yahoo.com (555) 987-6543 2025-01-22
6 C005 Maria Garcia maria@example.com 555.222.3333 2025-03-01
7 C006 Maria Garcia maria@example.com 5552223333 2025-03-10
8 C007 Maria Garcia maria@example.com +1 (555) 222-3333 2025-03-15
9 C008 David Lee david.lee@work.com (555) 444-1111 2025-02-01
10 C009 David Lee dlee@personal.com 555-444-1111 2025-02-28
11 C010 Sarah Jones sarah@example.com (555) 666-7777 2025-01-08
12 C011 Sarah Jones sarah@example.com (555) 666-7777 2025-01-09
13 C012 Alice Wong alice.wong@example.com (555) 333-9999 2025-03-22
14 C013 Robert Brown rob.brown@example.com (555) 888-2222 2025-03-25
15 C014 Catherine Doe cdoe@example.com (555) 111-0000 2025-01-30
16 C015 Katherine Doe cdoe@example.com (555) 111-0000 2025-04-02

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sku,product_name,price,stock,category
DOG-001,Dog Collar - Red - Large,12.99,45,Collars
DOG-001 ,Dog Collar Red Large,12.99,12,Collars
dog-001,"Dog Collar, Red, L",12.99,8,Collars
DOG-001 ,Red Dog Collar (Large),12.99,3,Collars
DOG-002,Dog Collar - Red - Medium,11.99,20,Collars
DOG-002,Dog Collar Red Medium,11.99,15,Collars
CAT-100,Cat Scratching Post 36 inch,29.99,10,Furniture
CAT-100,"Cat Scratching Post 36""",29.99,5,Furniture
CAT-100,Cat Scratch Post 36in,29.99,2,Furniture
CAT-101,Cat Scratching Post 36 inch,31.99,8,Furniture
BIRD-50,Parrot Cage Large,89.00,4,Cages
BIRD-50,Parrot Cage Large,89.00,1,Cages
FISH-22,Aquarium Filter 20gal,45.50,12,Aquatics
RABT-7,Rabbit Hutch Outdoor,199.99,3,Cages
DOG-555,Dog Bed Memory Foam XL,75.00,8,Beds
1 sku product_name price stock category
2 DOG-001 Dog Collar - Red - Large 12.99 45 Collars
3 DOG-001 Dog Collar Red Large 12.99 12 Collars
4 dog-001 Dog Collar, Red, L 12.99 8 Collars
5 DOG-001 Red Dog Collar (Large) 12.99 3 Collars
6 DOG-002 Dog Collar - Red - Medium 11.99 20 Collars
7 DOG-002 Dog Collar Red Medium 11.99 15 Collars
8 CAT-100 Cat Scratching Post 36 inch 29.99 10 Furniture
9 CAT-100 Cat Scratching Post 36" 29.99 5 Furniture
10 CAT-100 Cat Scratch Post 36in 29.99 2 Furniture
11 CAT-101 Cat Scratching Post 36 inch 31.99 8 Furniture
12 BIRD-50 Parrot Cage Large 89.00 4 Cages
13 BIRD-50 Parrot Cage Large 89.00 1 Cages
14 FISH-22 Aquarium Filter 20gal 45.50 12 Aquatics
15 RABT-7 Rabbit Hutch Outdoor 199.99 3 Cages
16 DOG-555 Dog Bed Memory Foam XL 75.00 8 Beds

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cart_id,email,abandoned_at,cart_value,items_count
AC1001,buyer1@example.com,2026-04-10 14:23:00,87.50,3
AC1018,buyer1@example.com,2026-04-12 09:11:00,120.00,4
AC1042,BUYER1@example.com,2026-04-15 18:55:00,65.25,2
AC1003,buyer2@example.com,2026-04-10 10:00:00,45.00,1
AC1009,buyer2@example.com,2026-04-10 16:30:00,52.00,2
AC1011,j.doe@gmail.com,2026-04-11 12:00:00,200.00,5
AC1027,jdoe@gmail.com,2026-04-13 14:00:00,180.00,4
AC1004,alice@example.com,2026-04-10 11:00:00,30.00,1
AC1006,bob@example.com,2026-04-10 13:00:00,75.00,2
AC1019,carol@example.com,2026-04-12 15:00:00,90.00,3
AC1031,dan@example.com,2026-04-13 17:00:00,55.00,2
AC1050,eve@example.com,2026-04-16 08:00:00,112.00,3
AC1051,eve@example.com,2026-04-16 08:01:00,112.00,3
AC1099,frank@example.com,2026-01-05 10:00:00,40.00,1
AC1187,frank@example.com,2026-04-18 15:00:00,60.00,2
1 cart_id email abandoned_at cart_value items_count
2 AC1001 buyer1@example.com 2026-04-10 14:23:00 87.50 3
3 AC1018 buyer1@example.com 2026-04-12 09:11:00 120.00 4
4 AC1042 BUYER1@example.com 2026-04-15 18:55:00 65.25 2
5 AC1003 buyer2@example.com 2026-04-10 10:00:00 45.00 1
6 AC1009 buyer2@example.com 2026-04-10 16:30:00 52.00 2
7 AC1011 j.doe@gmail.com 2026-04-11 12:00:00 200.00 5
8 AC1027 jdoe@gmail.com 2026-04-13 14:00:00 180.00 4
9 AC1004 alice@example.com 2026-04-10 11:00:00 30.00 1
10 AC1006 bob@example.com 2026-04-10 13:00:00 75.00 2
11 AC1019 carol@example.com 2026-04-12 15:00:00 90.00 3
12 AC1031 dan@example.com 2026-04-13 17:00:00 55.00 2
13 AC1050 eve@example.com 2026-04-16 08:00:00 112.00 3
14 AC1051 eve@example.com 2026-04-16 08:01:00 112.00 3
15 AC1099 frank@example.com 2026-01-05 10:00:00 40.00 1
16 AC1187 frank@example.com 2026-04-18 15:00:00 60.00 2

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@@ -0,0 +1,15 @@
source_order_id,source,order_date,customer_email,customer_name,total
SHOP-1001,shopify,2026-04-01,kara.miller@gmail.com,Kara Miller,45.99
AMZ-A789X,amazon,2026-04-03,kara.miller@gmail.com,K Miller,32.50
MAN-2026-04,manual,2026-04-05,kara@miller-design.com,Kara Miller,120.00
SHOP-1023,shopify,2026-04-08,tom.harris@example.com,Tom Harris,67.00
MAN-2026-09,manual,2026-04-10,tom.haris@example.com,Tom Harris,55.00
SHOP-1045,shopify,2026-04-12,jenny.l@example.com,Jenny Lee,89.00
AMZ-B221Y,amazon,2026-04-15,JENNY.L@EXAMPLE.COM,Jenny L.,44.50
SHOP-2001,shopify,2026-04-02,alex@example.com,Alex Park,33.00
SHOP-2002,shopify,2026-04-02,amy@example.com,Amy Park,33.00
SHOP-3001,shopify,2026-04-06,single1@example.com,Single Buyer One,78.00
AMZ-C100Z,amazon,2026-04-07,single2@example.com,Single Buyer Two,92.00
MAN-2026-12,manual,2026-04-09,single3@example.com,Single Buyer Three,150.00
SHOP-4001,shopify,2026-04-11,sales@bigcorp.com,Mike Johnson,200.00
SHOP-4012,shopify,2026-04-14,sales@bigcorp.com,Sarah Wright,175.00
1 source_order_id source order_date customer_email customer_name total
2 SHOP-1001 shopify 2026-04-01 kara.miller@gmail.com Kara Miller 45.99
3 AMZ-A789X amazon 2026-04-03 kara.miller@gmail.com K Miller 32.50
4 MAN-2026-04 manual 2026-04-05 kara@miller-design.com Kara Miller 120.00
5 SHOP-1023 shopify 2026-04-08 tom.harris@example.com Tom Harris 67.00
6 MAN-2026-09 manual 2026-04-10 tom.haris@example.com Tom Harris 55.00
7 SHOP-1045 shopify 2026-04-12 jenny.l@example.com Jenny Lee 89.00
8 AMZ-B221Y amazon 2026-04-15 JENNY.L@EXAMPLE.COM Jenny L. 44.50
9 SHOP-2001 shopify 2026-04-02 alex@example.com Alex Park 33.00
10 SHOP-2002 shopify 2026-04-02 amy@example.com Amy Park 33.00
11 SHOP-3001 shopify 2026-04-06 single1@example.com Single Buyer One 78.00
12 AMZ-C100Z amazon 2026-04-07 single2@example.com Single Buyer Two 92.00
13 MAN-2026-12 manual 2026-04-09 single3@example.com Single Buyer Three 150.00
14 SHOP-4001 shopify 2026-04-11 sales@bigcorp.com Mike Johnson 200.00
15 SHOP-4012 shopify 2026-04-14 sales@bigcorp.com Sarah Wright 175.00

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email,first_name,source,subscribed_date,tags
sub1@example.com,Pat,newsletter_signup,2025-08-15,newsletter
SUB1@example.com,Pat,facebook_lead_form,2025-09-01,fb_q3_2025
sub1@EXAMPLE.com,Patricia,checkout_optin,2025-10-12,customer
sub1@example.com ,Pat W,popup_form,2026-01-08,popup_homepage
mike.smith@gmail.com,Mike,import_2024,2024-11-20,legacy
mikesmith@gmail.com,Mike S,newsletter_signup,2025-03-15,newsletter
m.i.k.e.s.m.i.t.h@gmail.com,Michael,facebook_lead_form,2025-07-22,fb_q3_2025
promos+freebie@gmail.com,Sam,freebie_download,2025-12-01,lead_magnet
promos@gmail.com,Sam,newsletter_signup,2026-02-15,newsletter
unique1@example.com,Alpha,newsletter_signup,2025-09-10,newsletter
unique2@example.com,Beta,popup_form,2025-10-05,popup_homepage
unique3@example.com,Gamma,facebook_lead_form,2025-11-12,fb_q4_2025
unique4@example.com,Delta,checkout_optin,2026-01-20,customer
jdoe@company-a.com,Jane Doe,newsletter_signup,2025-08-01,newsletter
jdoe@company-b.com,Jane Doe,newsletter_signup,2025-08-02,newsletter
1 email 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

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@@ -0,0 +1,19 @@
txn_date,description,amount,balance_after,export_batch
2026-04-10,ACH DEPOSIT PAYROLL,2500.00,5230.45,exportA
2026-04-10,ACH Dep Payroll,2500.00,5230.45,exportB
2026-04-11,POS PURCHASE STARBUCKS #4421,-6.75,5223.70,exportA
2026-04-11,POS Purchase Starbucks 4421,-6.75,5223.70,exportB
2026-04-12,CHECK #1042,-450.00,4773.70,exportA
2026-04-12,CHECK 1042,-450.00,4773.70,exportB
2026-04-13,ATM WITHDRAWAL ATM0019,-100.00,4673.70,exportA
2026-04-13,ATM Withdrawal ATM0019,-100.00,4673.70,exportB
2026-04-15,ONLINE TRANSFER TO SAVINGS,-200.00,4473.70,exportA
2026-04-15,Online Transfer to Savings,-200.00,4473.70,exportB
2026-04-02,ACH DEBIT UTILITY CO,-145.00,2730.45,exportA
2026-04-05,POS PURCHASE GROCERY MART,-87.32,2643.13,exportA
2026-04-08,DEPOSIT MOBILE CHECK,200.00,2843.13,exportA
2026-04-20,ACH DEBIT INSURANCE CO,-220.00,4253.70,exportB
2026-04-22,POS PURCHASE GAS STATION,-45.10,4208.60,exportB
2026-04-25,INTEREST PAYMENT,0.85,4209.45,exportB
2026-04-11,POS PURCHASE STARBUCKS #4421,-6.75,5216.95,exportA
2026-04-11,POS PURCHASE PEET'S #1102,-6.75,5210.20,exportA
1 txn_date description amount balance_after export_batch
2 2026-04-10 ACH DEPOSIT PAYROLL 2500.00 5230.45 exportA
3 2026-04-10 ACH Dep Payroll 2500.00 5230.45 exportB
4 2026-04-11 POS PURCHASE STARBUCKS #4421 -6.75 5223.70 exportA
5 2026-04-11 POS Purchase Starbucks 4421 -6.75 5223.70 exportB
6 2026-04-12 CHECK #1042 -450.00 4773.70 exportA
7 2026-04-12 CHECK 1042 -450.00 4773.70 exportB
8 2026-04-13 ATM WITHDRAWAL ATM0019 -100.00 4673.70 exportA
9 2026-04-13 ATM Withdrawal ATM0019 -100.00 4673.70 exportB
10 2026-04-15 ONLINE TRANSFER TO SAVINGS -200.00 4473.70 exportA
11 2026-04-15 Online Transfer to Savings -200.00 4473.70 exportB
12 2026-04-02 ACH DEBIT UTILITY CO -145.00 2730.45 exportA
13 2026-04-05 POS PURCHASE GROCERY MART -87.32 2643.13 exportA
14 2026-04-08 DEPOSIT MOBILE CHECK 200.00 2843.13 exportA
15 2026-04-20 ACH DEBIT INSURANCE CO -220.00 4253.70 exportB
16 2026-04-22 POS PURCHASE GAS STATION -45.10 4208.60 exportB
17 2026-04-25 INTEREST PAYMENT 0.85 4209.45 exportB
18 2026-04-11 POS PURCHASE STARBUCKS #4421 -6.75 5216.95 exportA
19 2026-04-11 POS PURCHASE PEET'S #1102 -6.75 5210.20 exportA

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vendor_name,ein,contact_email,phone,source
Acme Corp,12-3456789,billing@acme.com,(555) 100-2000,quickbooks
Acme Corporation,12-3456789,ap@acme.com,555-100-2000,spreadsheet
ACME CORP.,12-3456789,billing@acme.com,5551002000,email_extract
Beta Solutions LLC,98-7654321,info@betasolutions.com,(555) 200-3000,quickbooks
"Beta Solutions, LLC",,billing@betasolutions.com,555.200.3000,spreadsheet
beta solutions,98-7654321,,(555) 200-3000,email_extract
Smith Consulting Inc,11-1111111,ap@smithconsulting.com,(555) 300-4000,quickbooks
Smith Consulting LLC,22-2222222,ap@smith-consulting.com,(555) 300-4001,quickbooks
Gamma Industries Inc,33-3333333,ap@gamma.com,(555) 400-5000,quickbooks
Gamma Industries Inc DBA QuickPrint,33-3333333,billing@quickprint.com,(555) 400-5001,spreadsheet
"Delta Services, Inc. ",44-4444444,ap@delta.com,(555) 500-6000,email_extract
Delta Services Inc,44-4444444,ap@delta.com,(555) 500-6000,quickbooks
Unique Vendor One,55-5555555,u1@example.com,(555) 600-7000,quickbooks
Unique Vendor Two,66-6666666,u2@example.com,(555) 700-8000,spreadsheet
Unique Vendor Three,77-7777777,u3@example.com,(555) 800-9000,email_extract
1 vendor_name ein contact_email phone source
2 Acme Corp 12-3456789 billing@acme.com (555) 100-2000 quickbooks
3 Acme Corporation 12-3456789 ap@acme.com 555-100-2000 spreadsheet
4 ACME CORP. 12-3456789 billing@acme.com 5551002000 email_extract
5 Beta Solutions LLC 98-7654321 info@betasolutions.com (555) 200-3000 quickbooks
6 Beta Solutions, LLC billing@betasolutions.com 555.200.3000 spreadsheet
7 beta solutions 98-7654321 (555) 200-3000 email_extract
8 Smith Consulting Inc 11-1111111 ap@smithconsulting.com (555) 300-4000 quickbooks
9 Smith Consulting LLC 22-2222222 ap@smith-consulting.com (555) 300-4001 quickbooks
10 Gamma Industries Inc 33-3333333 ap@gamma.com (555) 400-5000 quickbooks
11 Gamma Industries Inc DBA QuickPrint 33-3333333 billing@quickprint.com (555) 400-5001 spreadsheet
12 Delta Services, Inc. 44-4444444 ap@delta.com (555) 500-6000 email_extract
13 Delta Services Inc 44-4444444 ap@delta.com (555) 500-6000 quickbooks
14 Unique Vendor One 55-5555555 u1@example.com (555) 600-7000 quickbooks
15 Unique Vendor Two 66-6666666 u2@example.com (555) 700-8000 spreadsheet
16 Unique Vendor Three 77-7777777 u3@example.com (555) 800-9000 email_extract

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@@ -0,0 +1,15 @@
customer_id,name,email,phone,address,city,state,zip,last_purchase
CUST-A1,Linda Park,linda.park@example.com,,,,,,2025-03-15
CUST-A2,Linda Park,,(555) 123-9999,1234 Oak St,Portland,OR,97201,
CUST-A3,L. Park,linda.park@example.com,(555) 123-9999,1234 Oak Street,,,97201,2026-01-10
CUST-B1,James Wilson,jwilson@example.com,(555) 444-8888,,Austin,TX,,2025-11-22
CUST-B2,James Wilson,jwilson@example.com,,789 Pine Ave,Austin,TX,78701,
CUST-C1,Anna Chen,anna.chen@example.com,,,,,,2024-08-01
CUST-C2,Anna Chen,anna.chen@example.com,(555) 222-7777,,,,,2025-02-14
CUST-C3,Anna Chen,,(555) 222-7777,456 Elm Dr,Seattle,WA,,2025-09-30
CUST-C4,A Chen,anna.chen@example.com,(555) 222-7777,456 Elm Drive,Seattle,WA,98101,2026-03-20
CUST-D1,Ricardo Lopez,rlopez@example.com,(555) 666-1212,999 Maple Ln,Denver,CO,80202,2026-02-05
CUST-E1,John A Brown,jabrown@example.com,(555) 111-3333,111 First St,Boston,MA,02101,2026-01-05
CUST-E2,John B Brown,jbbrown@example.com,(555) 111-4444,222 Second St,Boston,MA,02102,2026-01-06
CUST-F1,Maria Costa,,,333 Bay Rd,Miami,FL,33101,
CUST-F2,Maria Costa,mcosta@example.com,(555) 777-2222,333 Bay Rd,Miami,FL,33101,2026-04-01
1 customer_id name email phone address city state zip last_purchase
2 CUST-A1 Linda Park linda.park@example.com 2025-03-15
3 CUST-A2 Linda Park (555) 123-9999 1234 Oak St Portland OR 97201
4 CUST-A3 L. Park linda.park@example.com (555) 123-9999 1234 Oak Street 97201 2026-01-10
5 CUST-B1 James Wilson jwilson@example.com (555) 444-8888 Austin TX 2025-11-22
6 CUST-B2 James Wilson jwilson@example.com 789 Pine Ave Austin TX 78701
7 CUST-C1 Anna Chen anna.chen@example.com 2024-08-01
8 CUST-C2 Anna Chen anna.chen@example.com (555) 222-7777 2025-02-14
9 CUST-C3 Anna Chen (555) 222-7777 456 Elm Dr Seattle WA 2025-09-30
10 CUST-C4 A Chen anna.chen@example.com (555) 222-7777 456 Elm Drive Seattle WA 98101 2026-03-20
11 CUST-D1 Ricardo Lopez rlopez@example.com (555) 666-1212 999 Maple Ln Denver CO 80202 2026-02-05
12 CUST-E1 John A Brown jabrown@example.com (555) 111-3333 111 First St Boston MA 02101 2026-01-05
13 CUST-E2 John B Brown jbbrown@example.com (555) 111-4444 222 Second St Boston MA 02102 2026-01-06
14 CUST-F1 Maria Costa 333 Bay Rd Miami FL 33101
15 CUST-F2 Maria Costa mcosta@example.com (555) 777-2222 333 Bay Rd Miami FL 33101 2026-04-01

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@@ -0,0 +1,15 @@
expense_id,employee,expense_date,vendor,amount,description,submitted_at
EXP-001,Tom R,2026-03-15,Marriott,234.56,Hotel client visit,2026-03-18 09:00
EXP-019,Tom R,2026-03-15,Marriott Hotels,234.56,Hotel - client mtg,2026-04-02 14:30
EXP-005,Tom R,2026-03-16,Steakhouse,187.45,Client dinner with team,2026-03-19 10:15
EXP-006,Sara K,2026-03-16,Steakhouse,187.45,Client dinner,2026-03-19 11:00
EXP-010,Mike P,2026-03-20,Local Cafe,12.50,Lunch with vendor,2026-03-21 09:00
EXP-011,Mike P,2026-03-20,Local Cafe,8.75,Coffee meeting,2026-03-21 09:01
EXP-022,Anna L,2026-03-25,Uber,45.20,Airport transfer,2026-03-26 08:00
EXP-024,Anna L,2026-03-25,Uber,45.20,Airport transfer to hotel,2026-03-26 08:15
EXP-027,Anna L,2026-03-25,UBER,45.20,airport->hotel,2026-03-26 09:30
EXP-033,Ben T,2026-03-28,Office Depot,89.99,Printer ink,2026-03-30 13:00
EXP-040,Tom R,2026-04-01,Hyatt,234.56,Hotel different city,2026-04-03 10:00
EXP-050,Sara K,2026-04-05,American Airlines,412.00,Flight to Chicago,2026-04-06 09:00
EXP-051,Mike P,2026-04-05,Hertz,189.50,Rental car,2026-04-06 10:00
EXP-052,Anna L,2026-04-06,Subway,11.25,Lunch,2026-04-07 12:00
1 expense_id employee expense_date vendor amount description submitted_at
2 EXP-001 Tom R 2026-03-15 Marriott 234.56 Hotel client visit 2026-03-18 09:00
3 EXP-019 Tom R 2026-03-15 Marriott Hotels 234.56 Hotel - client mtg 2026-04-02 14:30
4 EXP-005 Tom R 2026-03-16 Steakhouse 187.45 Client dinner with team 2026-03-19 10:15
5 EXP-006 Sara K 2026-03-16 Steakhouse 187.45 Client dinner 2026-03-19 11:00
6 EXP-010 Mike P 2026-03-20 Local Cafe 12.50 Lunch with vendor 2026-03-21 09:00
7 EXP-011 Mike P 2026-03-20 Local Cafe 8.75 Coffee meeting 2026-03-21 09:01
8 EXP-022 Anna L 2026-03-25 Uber 45.20 Airport transfer 2026-03-26 08:00
9 EXP-024 Anna L 2026-03-25 Uber 45.20 Airport transfer to hotel 2026-03-26 08:15
10 EXP-027 Anna L 2026-03-25 UBER 45.20 airport->hotel 2026-03-26 09:30
11 EXP-033 Ben T 2026-03-28 Office Depot 89.99 Printer ink 2026-03-30 13:00
12 EXP-040 Tom R 2026-04-01 Hyatt 234.56 Hotel different city 2026-04-03 10:00
13 EXP-050 Sara K 2026-04-05 American Airlines 412.00 Flight to Chicago 2026-04-06 09:00
14 EXP-051 Mike P 2026-04-05 Hertz 189.50 Rental car 2026-04-06 10:00
15 EXP-052 Anna L 2026-04-06 Subway 11.25 Lunch 2026-04-07 12:00

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@@ -0,0 +1,17 @@
id,full_name,email,phone,company,notes
1,Alice Johnson , alice@ex.com ,(555) 100-1000,Ex Corp ,VIP client
2,alice johnson,alice@ex.com,5551001000,Ex Corp,
3,Bob OBrien,bob.obrien@example.com,(555) 200-2000,OBrien LLC,intro by Alice
4,Bob O'Brien,BOB.OBRIEN@example.com,555-200-2000,O'Brien LLC,Intro by Alice
5,Carol Wu,carol@example.com,(555) 300-3000,WuCo,follow up
6,Carol Wu,carolexample.com,(555) 300-3000,WuCo,follow up Q2
7,Derek Hall,dhall@example.com,(555) 400-4000,Hall Industries,
8,Derek Hall,dhall@example.com,(555) 400-4099,Hall Inds.,
9,Eve Martin,eve@example.com,(555) 500-5000,Martin Co,lead
10,Eve Martin,eve@example.com,(555) 500-5000,Martin Co,lead
11,Frank Ng,fng@example.com,(555) 600-6000,Ng Group,
12,Grace Park,gpark@example.com,(555) 700-7000,Park & Co,
13,Henry Lo,hlo@example.com,(555) 800-8000,Lo Holdings Inc.,renewal
14,Henry Lo,hlo@example.com,(555) 800-8000,"Lo Holdings, Inc",renewal Q2
15,Ivan Kim,ikim@example.com,(555) 900-9000,Kim Solutions,
16,Ivan Kim,ikim@example.com,(555) 900-9000,Kim Solutions,
1 id full_name email phone company notes
2 1 Alice Johnson alice@ex.com (555) 100-1000 Ex Corp VIP client
3 2 alice johnson alice@ex.com 5551001000 Ex Corp
4 3 Bob O’Brien bob.obrien@example.com (555) 200-2000 OBrien LLC intro by Alice
5 4 Bob O'Brien BOB.OBRIEN@example.com 555-200-2000 O'Brien LLC Intro by Alice
6 5 Carol Wu carol@example.com (555) 300-3000 WuCo follow up
7 6 Carol Wu carol@example.com (555) 300-3000 WuCo follow up Q2
8 7 Derek Hall dhall@example.com (555) 400-4000 Hall Industries
9 8 Derek Hall dhall@example.com (555) 400-4099 Hall Inds.
10 9 Eve Martin eve@example.com (555) 500-5000 Martin Co lead
11 10 Eve Martin eve@example.com (555) 500-5000 Martin Co lead
12 11 Frank Ng fng@example.com (555) 600-6000 Ng Group
13 12 Grace Park gpark@example.com (555) 700-7000 Park & Co
14 13 Henry Lo hlo@example.com (555) 800-8000 Lo Holdings Inc. renewal
15 14 Henry Lo hlo@example.com (555) 800-8000 Lo Holdings, Inc renewal Q2
16 15 Ivan Kim ikim@example.com (555) 900-9000 Kim Solutions
17 16 Ivan Kim ikim@example.com (555) 900-9000 Kim Solutions

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@@ -0,0 +1,15 @@
response_id,submitted_at,ip_address,respondent_email,q1_satisfaction,q2_recommend,q3_comments
R0001,2026-04-20 09:15:22,192.168.1.50,user1@example.com,5,Yes,Great service
R0002,2026-04-20 09:17:45,10.0.0.12,user1@example.com,5,Yes,Great service
R0010,2026-04-20 10:30:00,192.168.1.51,user2@example.com,4,Yes,Good but could improve
R0011,2026-04-20 10:35:12,192.168.1.52,user2@example.com,5,Yes,Good but could improve
R0020,2026-04-20 11:00:00,192.168.1.55,User3@Example.com,3,Maybe,OK
R0021,2026-04-20 11:02:30,192.168.1.55,user3@example.com,3,Maybe,OK
R0030,2026-04-20 14:00:00,73.55.10.100,spouse1@example.com,5,Yes,Loved it
R0031,2026-04-20 14:30:00,73.55.10.100,spouse2@example.com,4,Yes,Liked it
R0040,2026-04-05 08:00:00,192.168.2.10,user4@example.com,3,Maybe,Mixed
R0041,2026-04-19 15:00:00,192.168.2.11,user4@example.com,5,Yes,Got better
R0050,2026-04-20 08:00:00,100.10.10.10,unique1@example.com,5,Yes,Excellent
R0051,2026-04-20 09:00:00,100.10.10.11,unique2@example.com,4,Yes,Solid
R0052,2026-04-20 10:00:00,100.10.10.12,unique3@example.com,2,No,Disappointing
R0053,2026-04-20 11:00:00,100.10.10.13,unique4@example.com,5,Yes,Recommended
1 response_id submitted_at ip_address respondent_email q1_satisfaction q2_recommend q3_comments
2 R0001 2026-04-20 09:15:22 192.168.1.50 user1@example.com 5 Yes Great service
3 R0002 2026-04-20 09:17:45 10.0.0.12 user1@example.com 5 Yes Great service
4 R0010 2026-04-20 10:30:00 192.168.1.51 user2@example.com 4 Yes Good but could improve
5 R0011 2026-04-20 10:35:12 192.168.1.52 user2@example.com 5 Yes Good but could improve
6 R0020 2026-04-20 11:00:00 192.168.1.55 User3@Example.com 3 Maybe OK
7 R0021 2026-04-20 11:02:30 192.168.1.55 user3@example.com 3 Maybe OK
8 R0030 2026-04-20 14:00:00 73.55.10.100 spouse1@example.com 5 Yes Loved it
9 R0031 2026-04-20 14:30:00 73.55.10.100 spouse2@example.com 4 Yes Liked it
10 R0040 2026-04-05 08:00:00 192.168.2.10 user4@example.com 3 Maybe Mixed
11 R0041 2026-04-19 15:00:00 192.168.2.11 user4@example.com 5 Yes Got better
12 R0050 2026-04-20 08:00:00 100.10.10.10 unique1@example.com 5 Yes Excellent
13 R0051 2026-04-20 09:00:00 100.10.10.11 unique2@example.com 4 Yes Solid
14 R0052 2026-04-20 10:00:00 100.10.10.12 unique3@example.com 2 No Disappointing
15 R0053 2026-04-20 11:00:00 100.10.10.13 unique4@example.com 5 Yes Recommended

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@@ -0,0 +1,15 @@
lead_id,first_name,last_name,email,phone,company,lead_source,captured_date
L001,Patricia,Anders,p.anders@bigco.com,(555) 100-2222,Big Co,trade_show,2026-02-15
L045,Pat,Anders,p.anders@bigco.com,5551002222,Big Co Inc,linkedin,2026-03-01
L091,Patty,Anders,panders@bigco.com,(555) 100-2222,BigCo,webinar,2026-03-22
L010,Mohammed,Khan,m.khan@example.com,(555) 200-3333,Khan Industries,trade_show,2026-02-15
L032,Muhammad,Khan,mkhan@example.com,(555) 200-3333,Khan Industries,cold_outreach,2026-02-28
L067,Mohammad,Khan,m.khan@example.com,(555) 200-3333,Khan Industries Inc,referral,2026-03-10
L020,Sarah,"Lee, VP Marketing",slee@target.com,(555) 300-4444,Target Corp,linkedin,2026-02-20
L058,Sarah,Lee,slee@target.com,(555) 300-4444,Target Corp,webinar,2026-03-05
L080,John,Adams,jadams@enterprise.com,(555) 400-5555,Enterprise Inc,trade_show,2026-03-15
L081,John,Adams II,jadams2@enterprise.com,(555) 400-5556,Enterprise Inc,trade_show,2026-03-15
L100,Wei,Chen,wchen@startup.io,(555) 500-6666,Startup IO,referral,2026-03-20
L101,Olivia,Mendez,omendez@agency.com,(555) 600-7777,Agency Co,linkedin,2026-03-21
L102,Raj,Patel,rpatel@firm.com,(555) 700-8888,Firm LLC,cold_outreach,2026-03-22
L103,Emma,Wright,ewright@consulting.com,(555) 800-9999,Wright Consulting,webinar,2026-03-23
1 lead_id first_name last_name email phone company lead_source captured_date
2 L001 Patricia Anders p.anders@bigco.com (555) 100-2222 Big Co trade_show 2026-02-15
3 L045 Pat Anders p.anders@bigco.com 5551002222 Big Co Inc linkedin 2026-03-01
4 L091 Patty Anders panders@bigco.com (555) 100-2222 BigCo webinar 2026-03-22
5 L010 Mohammed Khan m.khan@example.com (555) 200-3333 Khan Industries trade_show 2026-02-15
6 L032 Muhammad Khan mkhan@example.com (555) 200-3333 Khan Industries cold_outreach 2026-02-28
7 L067 Mohammad Khan m.khan@example.com (555) 200-3333 Khan Industries Inc referral 2026-03-10
8 L020 Sarah Lee, VP Marketing slee@target.com (555) 300-4444 Target Corp linkedin 2026-02-20
9 L058 Sarah Lee slee@target.com (555) 300-4444 Target Corp webinar 2026-03-05
10 L080 John Adams jadams@enterprise.com (555) 400-5555 Enterprise Inc trade_show 2026-03-15
11 L081 John Adams II jadams2@enterprise.com (555) 400-5556 Enterprise Inc trade_show 2026-03-15
12 L100 Wei Chen wchen@startup.io (555) 500-6666 Startup IO referral 2026-03-20
13 L101 Olivia Mendez omendez@agency.com (555) 600-7777 Agency Co linkedin 2026-03-21
14 L102 Raj Patel rpatel@firm.com (555) 700-8888 Firm LLC cold_outreach 2026-03-22
15 L103 Emma Wright ewright@consulting.com (555) 800-9999 Wright Consulting webinar 2026-03-23

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@@ -0,0 +1,16 @@
email,captured_date,source_channel,campaign,consent
lead1@example.com,2025-09-15,facebook_ad,back_to_school_2025,yes
lead1@example.com,2025-11-20,google_ad,black_friday_2025,yes
lead1@example.com,2026-01-08,organic_form,homepage_popup,yes
lead1@example.com,2026-03-12,facebook_ad,spring_2026,yes
lead2@example.com,2025-10-01,facebook_ad,halloween_2025,yes
lead2@example.com,2025-12-15,google_ad,holiday_2025,no
lead2@example.com,2026-02-01,organic_form,valentines_2026,yes
lead.three@gmail.com,2025-08-01,facebook_ad,summer_2025,yes
leadthree@gmail.com,2025-10-15,google_ad,fall_2025,yes
l.e.a.d.three@gmail.com,2026-02-20,organic_form,winter_2026,yes
solo1@example.com,2025-09-10,facebook_ad,back_to_school_2025,yes
solo2@example.com,2025-11-05,google_ad,black_friday_2025,yes
solo3@example.com,2026-01-20,organic_form,homepage_popup,yes
solo4@example.com,2026-03-08,facebook_ad,spring_2026,yes
solo5@example.com,2026-04-15,referral,ambassador_program,yes
1 email captured_date source_channel campaign consent
2 lead1@example.com 2025-09-15 facebook_ad back_to_school_2025 yes
3 lead1@example.com 2025-11-20 google_ad black_friday_2025 yes
4 lead1@example.com 2026-01-08 organic_form homepage_popup yes
5 lead1@example.com 2026-03-12 facebook_ad spring_2026 yes
6 lead2@example.com 2025-10-01 facebook_ad halloween_2025 yes
7 lead2@example.com 2025-12-15 google_ad holiday_2025 no
8 lead2@example.com 2026-02-01 organic_form valentines_2026 yes
9 lead.three@gmail.com 2025-08-01 facebook_ad summer_2025 yes
10 leadthree@gmail.com 2025-10-15 google_ad fall_2025 yes
11 l.e.a.d.three@gmail.com 2026-02-20 organic_form winter_2026 yes
12 solo1@example.com 2025-09-10 facebook_ad back_to_school_2025 yes
13 solo2@example.com 2025-11-05 google_ad black_friday_2025 yes
14 solo3@example.com 2026-01-20 organic_form homepage_popup yes
15 solo4@example.com 2026-03-08 facebook_ad spring_2026 yes
16 solo5@example.com 2026-04-15 referral ambassador_program yes

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@@ -0,0 +1,15 @@
email,fb_id,google_click_id,platform,first_seen,last_seen
audience1@example.com,fb_77881122,,facebook,2026-01-05,2026-04-20
audience1@example.com,,gclid_AAA111,google_ads,2026-02-10,2026-04-18
audience1@example.com,,,organic_form,2026-03-15,2026-03-15
audience2@example.com,fb_99887766,,facebook,2026-02-01,2026-04-15
audience2@example.com,,gclid_BBB222,google_ads,2026-02-20,2026-04-22
old.email@example.com,fb_55443322,,facebook,2025-06-10,2025-12-01
new.email@example.com,fb_55443322,,facebook,2026-01-15,2026-04-20
,fb_11223344,,facebook,2026-03-01,2026-04-01
,,gclid_CCC333,google_ads,2026-03-10,2026-04-10
fbonly@example.com,fb_44556677,,facebook,2026-03-20,2026-04-20
googleonly@example.com,,gclid_DDD444,google_ads,2026-03-25,2026-04-22
organiconly@example.com,,,organic_form,2026-04-01,2026-04-01
combined@example.com,fb_88990011,gclid_EEE555,manual_merge,2026-04-10,2026-04-25
,,,sms_list,2026-04-05,2026-04-05
1 email fb_id google_click_id platform first_seen last_seen
2 audience1@example.com fb_77881122 facebook 2026-01-05 2026-04-20
3 audience1@example.com gclid_AAA111 google_ads 2026-02-10 2026-04-18
4 audience1@example.com organic_form 2026-03-15 2026-03-15
5 audience2@example.com fb_99887766 facebook 2026-02-01 2026-04-15
6 audience2@example.com gclid_BBB222 google_ads 2026-02-20 2026-04-22
7 old.email@example.com fb_55443322 facebook 2025-06-10 2025-12-01
8 new.email@example.com fb_55443322 facebook 2026-01-15 2026-04-20
9 fb_11223344 facebook 2026-03-01 2026-04-01
10 gclid_CCC333 google_ads 2026-03-10 2026-04-10
11 fbonly@example.com fb_44556677 facebook 2026-03-20 2026-04-20
12 googleonly@example.com gclid_DDD444 google_ads 2026-03-25 2026-04-22
13 organiconly@example.com organic_form 2026-04-01 2026-04-01
14 combined@example.com fb_88990011 gclid_EEE555 manual_merge 2026-04-10 2026-04-25
15 sms_list 2026-04-05 2026-04-05

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@@ -0,0 +1,18 @@
email,suppression_reason,suppressed_date,source_list
supp1@example.com,unsubscribe,2025-08-15,list_main
supp1@example.com,hard_bounce,2025-09-20,list_promo
supp1@example.com,spam_complaint,2025-10-01,list_main
supp2@example.com,unsubscribe,2026-01-10,list_main
supp2@example.com,unsubscribe,2026-01-10,list_promo
supp2@example.com,unsubscribe,2026-01-10,list_newsletter
Supp3@Example.com,unsubscribe,2025-12-05,list_main
supp3@example.com,hard_bounce,2026-02-15,list_promo
bounced@gmail.com,hard_bounce,2026-03-01,list_main
b.o.u.n.c.e.d@gmail.com,hard_bounce,2026-03-01,list_promo
complainer@example.com,spam_complaint,2026-02-20,list_main
soft@example.com,soft_bounce_x3,2026-03-15,list_main
solo_unsub@example.com,unsubscribe,2026-04-01,list_main
solo_bounce@example.com,hard_bounce,2026-04-05,list_promo
solo_complaint@example.com,spam_complaint,2026-04-10,list_main
padded@example.com ,unsubscribe,2026-04-12,list_main
padded@example.com,unsubscribe,2026-04-12,list_promo
1 email suppression_reason suppressed_date source_list
2 supp1@example.com unsubscribe 2025-08-15 list_main
3 supp1@example.com hard_bounce 2025-09-20 list_promo
4 supp1@example.com spam_complaint 2025-10-01 list_main
5 supp2@example.com unsubscribe 2026-01-10 list_main
6 supp2@example.com unsubscribe 2026-01-10 list_promo
7 supp2@example.com unsubscribe 2026-01-10 list_newsletter
8 Supp3@Example.com unsubscribe 2025-12-05 list_main
9 supp3@example.com hard_bounce 2026-02-15 list_promo
10 bounced@gmail.com hard_bounce 2026-03-01 list_main
11 b.o.u.n.c.e.d@gmail.com hard_bounce 2026-03-01 list_promo
12 complainer@example.com spam_complaint 2026-02-20 list_main
13 soft@example.com soft_bounce_x3 2026-03-15 list_main
14 solo_unsub@example.com unsubscribe 2026-04-01 list_main
15 solo_bounce@example.com hard_bounce 2026-04-05 list_promo
16 solo_complaint@example.com spam_complaint 2026-04-10 list_main
17 padded@example.com unsubscribe 2026-04-12 list_main
18 padded@example.com unsubscribe 2026-04-12 list_promo