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company_name
stringlengths
7
28
industry
stringclasses
6 values
employee_count
int64
30
5k
annual_revenue
int64
800k
600M
primary_contact
dict
contact_email
stringlengths
23
44
account_stage
stringclasses
4 values
created_date
timestamp[s]date
2022-07-30 00:00:00
2026-09-01 00:00:00
Tech Innovators Inc.
Technology
250
5,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovatorsinc.com
Active
2023-04-15T00:00:00
Healthcare Solutions Corp.
Healthcare
75
1,500,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcaresolutionscorp.com
Qualified
2023-11-08T00:00:00
Financier Group Ltd.
Finance
400
7,500,000
{ "first_name": "Michael", "last_name": "Johnson" }
michael.johnson@financiergroupltd.com
Prospect
2024-07-23T00:00:00
Manufacturer Co.
Manufacturing
1,200
20,000,000
{ "first_name": "Emily", "last_name": "Williams" }
emily.williams@manufacturerco.com
Active
2023-09-12T00:00:00
Retail Express Inc.
Retail
50
800,000
{ "first_name": "David", "last_name": "Brown" }
david.brown@retailexpressinc.com
Churned
2022-11-30T00:00:00
Logistics Pro Ltd.
Logistics
800
5,000,000
{ "first_name": "Sarah", "last_name": "Davis" }
sarah.davis@logisticsproltd.com
Qualified
2024-02-17T00:00:00
Innovatech Solutions Inc.
Technology
350
6,000,000
{ "first_name": "Chris", "last_name": "Miller" }
chris.miller@innovatechsolutionsinc.com
Active
2023-12-05T00:00:00
HealthNet Corp.
Healthcare
60
1,200,000
{ "first_name": "Linda", "last_name": "Wilson" }
linda.wilson@healthnetcorp.com
Prospect
2025-03-19T00:00:00
FinanceWorks Ltd.
Finance
300
6,500,000
{ "first_name": "Robert", "last_name": "Moore" }
robert.moore@financeworks.com
Qualified
2024-10-10T00:00:00
Manufacturing Plus Inc.
Manufacturing
950
18,000,000
{ "first_name": "Karen", "last_name": "Taylor" }
karen.taylor@manufacturingplusinc.com
Churned
2023-07-28T00:00:00
Innovatech Solutions
Technology
250
15,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@innovatech.com
Active
2023-04-15T00:00:00
Healthcare Plus
Healthcare
75
8,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcareplus.com
Prospect
2024-06-22T00:00:00
Secure Finance Group
Finance
150
9,500,000
{ "first_name": "Michael", "last_name": "Johnson" }
michael.johnson@securefinancegroup.com
Qualified
2023-11-08T00:00:00
Alpha Manufacturing Co.
Manufacturing
450
12,000,000
{ "first_name": "Emily", "last_name": "Davis" }
emily.davis@alphamanufacturingco.com
Active
2022-10-30T00:00:00
Retail Express
Retail
50
4,000,000
{ "first_name": "David", "last_name": "Miller" }
david.miller@retailexpress.com
Churned
2025-03-17T00:00:00
Swift Logistics Inc.
Logistics
600
20,000,000
{ "first_name": "Sarah", "last_name": "Martinez" }
sarah.martinez@swiftlogistics.com
Prospect
2024-12-28T00:00:00
Tech Innovations Inc.
Technology
300
17,500,000
{ "first_name": "Chris", "last_name": "Brown" }
chris.brown@techinnovations.com
Qualified
2023-07-10T00:00:00
Healthcare Innovators
Healthcare
60
5,000,000
{ "first_name": "Jessica", "last_name": "Wilson" }
jessica.wilson@healthcareinnovators.com
Active
2024-01-05T00:00:00
Capital Bank
Finance
200
8,500,000
{ "first_name": "Robert", "last_name": "Anderson" }
robert.anderson@capitalbank.com
Churned
2025-07-14T00:00:00
Global Manufacturing Ltd.
Manufacturing
800
25,000,000
{ "first_name": "Linda", "last_name": "Thomas" }
linda.thomas@globalmanufacturing.com
Prospect
2024-09-01T00:00:00
TechNova Solutions
Technology
250
10,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@technovasolutions.com
Active
2023-05-17T00:00:00
HealthcarePro Inc.
Healthcare
1,200
50,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcareproinc.com
Qualified
2024-03-10T00:00:00
SecureBank Corp.
Finance
850
75,000,000
{ "first_name": "Michael", "last_name": "Johnson" }
michael.johnson@securebankcorp.com
Prospect
2025-07-23T00:00:00
PrecisionMfg Co.
Manufacturing
4,500
150,000,000
{ "first_name": "Emily", "last_name": "Williams" }
emily.williams@precisionmfgco.com
Churned
2022-11-30T00:00:00
RetailGiant LLC.
Retail
650
40,000,000
{ "first_name": "Chris", "last_name": "Brown" }
chris.brown@retailgiantllc.com
Active
2023-09-15T00:00:00
SwiftLogistics Inc.
Logistics
700
35,000,000
{ "first_name": "Jessica", "last_name": "Davis" }
jessica.davis@swiftlogisticsinc.com
Qualified
2024-12-05T00:00:00
Innovatech Corp.
Technology
300
8,000,000
{ "first_name": "David", "last_name": "Miller" }
david.miller@innovatechcorp.com
Prospect
2025-04-11T00:00:00
HealthCarePlus Inc.
Healthcare
900
60,000,000
{ "first_name": "Sarah", "last_name": "Martinez" }
sarah.martinez@healthcareplusinc.com
Churned
2023-08-19T00:00:00
SecureFinance Corp.
Finance
500
65,000,000
{ "first_name": "James", "last_name": "Anderson" }
james.anderson@securefinancecorp.com
Active
2024-06-28T00:00:00
PrecisionManufacturing Co.
Manufacturing
5,000
175,000,000
{ "first_name": "Laura", "last_name": "Thomas" }
laura.thomas@precisionmanufacturingco.com
Qualified
2026-01-12T00:00:00
Tech Innovators Inc.
Technology
250
50,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovators.com
Active
2023-06-15T00:00:00
Healthcare Solutions Co.
Healthcare
75
12,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcaresolutions.com
Qualified
2024-03-10T00:00:00
Financier Pro
Finance
500
80,000,000
{ "first_name": "Emily", "last_name": "Johnson" }
emily.johnson@financierpro.com
Prospect
2025-11-04T00:00:00
Manufacturing Giant Ltd.
Manufacturing
3,000
250,000,000
{ "first_name": "Michael", "last_name": "Brown" }
michael.brown@manufacturinggiant.com
Churned
2023-08-21T00:00:00
Retail Expressions Inc.
Retail
50
3,000,000
{ "first_name": "Sarah", "last_name": "Davis" }
sarah.davis@retailexpressions.com
Active
2024-12-09T00:00:00
Tech Innovators Inc
Technology
250
15,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovatorsinc.com
Active
2023-04-15T00:00:00
Healthcare Solutions Ltd
Healthcare
180
7,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcaresolutionsltd.com
Qualified
2024-06-10T00:00:00
Secure Finance Group
Finance
50
3,000,000
{ "first_name": "Michael", "last_name": "Brown" }
michael.brown@securefinancegroup.com
Prospect
2022-11-30T00:00:00
Precision Manufacturing Co
Manufacturing
450
20,000,000
{ "first_name": "Emily", "last_name": "Davis" }
emily.davis@precisionmanufacturingco.com
Churned
2023-08-25T00:00:00
Retail Expressions Inc
Retail
120
6,000,000
{ "first_name": "Robert", "last_name": "Wilson" }
robert.wilson@retailexpressionsinc.com
Active
2025-03-18T00:00:00
Logistics Hub Ltd
Logistics
75
4,500,000
{ "first_name": "Laura", "last_name": "Johnson" }
laura.johnson@logistichubltd.com
Prospect
2023-12-05T00:00:00
Tech Innovators Inc.
Technology
250
15,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovatorsinc.com
Active
2023-04-15T00:00:00
HealthCare Solutions Ltd.
Healthcare
1,200
75,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcaresolutions.com
Qualified
2022-11-30T00:00:00
FinancePro Advisors
Finance
50
5,000,000
{ "first_name": "Emily", "last_name": "Johnson" }
emily.johnson@financeproadvisors.com
Prospect
2025-06-10T00:00:00
ManufactureMax Corp.
Manufacturing
3,000
120,000,000
{ "first_name": "Michael", "last_name": "Brown" }
michael.brown@manufacturemax.com
Churned
2023-08-22T00:00:00
RetailGiant Co.
Retail
500
10,000,000
{ "first_name": "Sarah", "last_name": "Davis" }
sarah.davis@retailgiant.com
Active
2024-01-18T00:00:00
LogisticsHub Inc.
Logistics
750
9,000,000
{ "first_name": "David", "last_name": "Wilson" }
david.wilson@logistichub.com
Qualified
2023-12-05T00:00:00
TechSavvy Solutions
Technology
400
18,000,000
{ "first_name": "Laura", "last_name": "Miller" }
laura.miller@techsavvysolutions.com
Prospect
2024-03-12T00:00:00
HealthNet Services
Healthcare
800
60,000,000
{ "first_name": "Robert", "last_name": "Moore" }
robert.moore@healthnetservices.com
Active
2024-07-31T00:00:00
FinanceEdge Advisors
Finance
60
4,000,000
{ "first_name": "Jessica", "last_name": "Taylor" }
jessica.taylor@financeedgeadvisors.com
Qualified
2025-01-14T00:00:00
ManufacturePlus Corp.
Manufacturing
2,800
110,000,000
{ "first_name": "Chris", "last_name": "Harris" }
chris.harris@manufactureplus.com
Churned
2023-11-29T00:00:00
Tech Innovations Inc.
Technology
250
12,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovationsinc.com
Active
2023-04-15T00:00:00
Healthcare Solutions Ltd.
Healthcare
750
25,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcaresolutions.com
Qualified
2023-07-22T00:00:00
FinancePro Corp.
Finance
50
8,000,000
{ "first_name": "Michael", "last_name": "Johnson" }
michael.johnson@financeprocorp.com
Prospect
2024-01-30T00:00:00
Manufacturing Hub Inc.
Manufacturing
3,500
70,000,000
{ "first_name": "Emily", "last_name": "Brown" }
emily.brown@manufacturinghub.com
Churned
2022-11-18T00:00:00
Retail Express Co.
Retail
450
30,000,000
{ "first_name": "David", "last_name": "Lee" }
david.lee@retailexpress.co
Active
2023-03-17T00:00:00
Logistics Global Ltd.
Logistics
650
18,000,000
{ "first_name": "Sarah", "last_name": "Williams" }
sarah.williams@logisticsglobal.com
Qualified
2023-10-25T00:00:00
TechGenius Inc.
Technology
150
7,000,000
{ "first_name": "Robert", "last_name": "Davis" }
robert.davis@techgenius.com
Prospect
2024-06-12T00:00:00
Healthcare Plus Ltd.
Healthcare
900
35,000,000
{ "first_name": "Jessica", "last_name": "Miller" }
jessica.miller@healthcareplus.com
Churned
2023-08-09T00:00:00
Tech Innovations Inc.
Technology
250
12,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovationsinc.com
Active
2023-04-15T00:00:00
HealthPlus Solutions
Healthcare
75
8,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthplussolutions.com
Qualified
2024-07-23T00:00:00
Secure Finance Group
Finance
150
9,500,000
{ "first_name": "Michael", "last_name": "Johnson" }
michael.johnson@securefinancegroup.com
Prospect
2025-11-08T00:00:00
Global Manufacturing Co.
Manufacturing
300
14,000,000
{ "first_name": "Emily", "last_name": "Williams" }
emily.williams@globalmanufacturingco.com
Active
2023-12-01T00:00:00
RetailMax Inc.
Retail
450
18,000,000
{ "first_name": "David", "last_name": "Brown" }
david.brown@retailmaxinc.com
Churned
2024-03-17T00:00:00
Swift Logistics Corp.
Logistics
50
5,000,000
{ "first_name": "Sarah", "last_name": "Davis" }
sarah.davis@swiftlogisticscorp.com
Prospect
2025-06-12T00:00:00
Innovatech Solutions
Technology
200
9,000,000
{ "first_name": "Robert", "last_name": "Miller" }
robert.miller@innovatechsolutions.com
Qualified
2023-09-05T00:00:00
HealthcarePro Services
Healthcare
100
7,000,000
{ "first_name": "Laura", "last_name": "Martinez" }
laura.martinez@healthcareproservices.com
Active
2024-12-31T00:00:00
FinanceSecure Group
Finance
180
11,000,000
{ "first_name": "James", "last_name": "Anderson" }
james.anderson@financesecuregroup.com
Churned
2023-11-15T00:00:00
ManufactureMax Co.
Manufacturing
400
16,000,000
{ "first_name": "Linda", "last_name": "Thomas" }
linda.thomas@manufacturemaxco.com
Prospect
2025-03-28T00:00:00
Tech Innovators Inc.
Technology
250
15,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovatorsinc.com
Active
2023-04-15T00:00:00
Healthcare Solutions Co.
Healthcare
750
8,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcaresolutionsco.com
Qualified
2024-06-21T00:00:00
FinanceEdge Ltd.
Finance
350
12,000,000
{ "first_name": "Michael", "last_name": "Johnson" }
michael.johnson@financeedgeltd.com
Prospect
2025-11-08T00:00:00
ManufacturingPro Inc.
Manufacturing
1,500
30,000,000
{ "first_name": "Emily", "last_name": "Williams" }
emily.williams@manufacturingproinc.com
Active
2023-08-31T00:00:00
RetailMax Co.
Retail
500
20,000,000
{ "first_name": "David", "last_name": "Brown" }
david.brown@retailmaxco.com
Churned
2024-03-17T00:00:00
LogisticsExpress Inc.
Logistics
600
18,000,000
{ "first_name": "Sarah", "last_name": "Davis" }
sarah.davis@logisticsexpressinc.com
Qualified
2025-07-25T00:00:00
Innovatech Solutions Ltd.
Technology
400
13,000,000
{ "first_name": "Chris", "last_name": "Miller" }
chris.miller@innovatechsolutionsltd.com
Prospect
2023-12-05T00:00:00
HealthPro Medical Inc.
Healthcare
800
9,000,000
{ "first_name": "Jessica", "last_name": "Garcia" }
jessica.garcia@healthpromedicalinc.com
Active
2024-09-13T00:00:00
FinanceMax Co.
Finance
450
14,000,000
{ "first_name": "Robert", "last_name": "Martinez" }
robert.martinez@financemaxco.com
Churned
2025-04-29T00:00:00
ManufactureMax Inc.
Manufacturing
1,800
36,000,000
{ "first_name": "Laura", "last_name": "Hernandez" }
laura.hernandez@manufacturemaxinc.com
Qualified
2023-10-09T00:00:00
Tech Innovators Inc.
Technology
250
5,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovatorsinc.com
Active
2023-04-15T00:00:00
HealthCare Solutions Ltd.
Healthcare
75
2,500,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthcaresolutionsltd.com
Qualified
2024-11-01T00:00:00
Secure Finance Corp.
Finance
500
15,000,000
{ "first_name": "Michael", "last_name": "Johnson" }
michael.johnson@securefinancecorp.com
Prospect
2023-07-28T00:00:00
Global Manufacturing Co.
Manufacturing
1,500
45,000,000
{ "first_name": "Emily", "last_name": "Williams" }
emily.williams@globalmanufacturingco.com
Churned
2025-03-19T00:00:00
Retail Express Inc.
Retail
300
7,500,000
{ "first_name": "David", "last_name": "Brown" }
david.brown@retailexpressinc.com
Active
2024-06-12T00:00:00
Logistics Pro Ltd.
Logistics
800
35,000,000
{ "first_name": "Sarah", "last_name": "Davis" }
sarah.davis@logisticsproltd.com
Prospect
2023-10-25T00:00:00
Innovatech Solutions Inc.
Technology
400
8,000,000
{ "first_name": "Chris", "last_name": "Miller" }
chris.miller@innovatechsolutionsinc.com
Qualified
2024-08-17T00:00:00
HealthNet Inc.
Healthcare
200
3,000,000
{ "first_name": "Laura", "last_name": "Moore" }
laura.moore@healthnetinc.com
Active
2023-11-08T00:00:00
Capital Finance Corp.
Finance
750
20,000,000
{ "first_name": "Robert", "last_name": "Wilson" }
robert.wilson@capitalfinancecorp.com
Churned
2024-12-05T00:00:00
ManufacturePlus Inc.
Manufacturing
900
37,500,000
{ "first_name": "Jessica", "last_name": "Taylor" }
jessica.taylor@manufactureplusinc.com
Prospect
2025-01-30T00:00:00
Tech Innovators Inc.
Technology
567
40,000,000
{ "first_name": "John", "last_name": "Doe" }
john.doe@techinnovatorsinc.com
Active
2023-04-15T00:00:00
HealthPlus Solutions
Healthcare
234
12,000,000
{ "first_name": "Jane", "last_name": "Smith" }
jane.smith@healthplussolutions.com
Qualified
2024-07-28T00:00:00
FinSecure Bank
Finance
1,500
300,000,000
{ "first_name": "Michael", "last_name": "Johnson" }
michael.johnson@finsecurebank.com
Prospect
2022-10-10T00:00:00
ManufacTech Corp.
Manufacturing
345
7,800,000
{ "first_name": "Emily", "last_name": "Brown" }
emily.brown@manufactechcorp.com
Active
2023-12-05T00:00:00
RetailGiant Co.
Retail
890
67,000,000
{ "first_name": "David", "last_name": "Wilson" }
david.wilson@retailgiantco.com
Churned
2025-03-19T00:00:00
LogiPro Express
Logistics
456
23,000,000
{ "first_name": "Sarah", "last_name": "Davis" }
sarah.davis@logiproexpress.com
Qualified
2024-11-30T00:00:00
TechSolutions Inc.
Technology
789
56,000,000
{ "first_name": "Chris", "last_name": "Miller" }
chris.miller@techsolutionsinc.com
Active
2023-06-12T00:00:00
HealthCare Plus
Healthcare
456
18,000,000
{ "first_name": "Linda", "last_name": "Moore" }
linda.moore@healthcareplus.com
Prospect
2024-05-21T00:00:00
FinanceHub LLC
Finance
890
340,000,000
{ "first_name": "Robert", "last_name": "Taylor" }
robert.taylor@financehubllc.com
Qualified
2025-07-14T00:00:00
ManufactureMax Co.
Manufacturing
345
9,800,000
{ "first_name": "Karen", "last_name": "Anderson" }
karen.anderson@manufacturemaxco.com
Churned
2026-01-30T00:00:00
TechNova Solutions
Technology
250
15,000,000
{ "first_name": "John", "last_name": "Doe" }
johndoe@technovasolutions.com
Active
2023-04-15T00:00:00
End of preview. Expand in Data Studio

license: cc0-1.0 task_categories: - other tags: - synthetic-data - crm - cottonwood - test-data - relational-data size_categories: - n<1K

CRM 3000 — Free Sample (300 records across 3 tables)

This is a free 300-record sample of the full 3000-record commercial dataset. Records are split across three relational tables: customers, products, and orders. Foreign-key relationships are intact — every order references a valid customer and a valid product.

What's in this sample

  • 30 customer records in customers.jsonl

  • 72 product records in products.jsonl

  • 198 order records in orders.jsonl

  • Referential integrity: every order's customer_name exists in customers.jsonl; every order's sku exists in products.jsonl

  • Schema-validated: every record parses against the real industry-standard schema before publishing

  • Ready to use: import into any relational pipeline (Postgres, SQLite, DuckDB) — the joins work out of the box

  • customers.jsonl

  • products.jsonl

  • orders.jsonl

Why these records hold up

Most synthetic datasets are "good enough" — they look like the right shape, but fail against real-world parsers. Cottonwood Development's datasets are generated and validated against the actual schema:

  • Healthcare records validate as valid FHIR R4 Patient resources
  • Banking messages parse against the ISO 20022 pacs.008.001.10 XSD
  • CRM records maintain referential integrity (customer → orders → line items)
  • Invoice records have internally-consistent totals (subtotal + tax = total)

Every record passes schema validation before publishing. If it doesn't parse against the real spec, it doesn't ship.

Sample record (customer)

{
 "company_name": "Tech Innovators Inc.",
 "industry": "Technology",
 "employee_count": 250,
 "annual_revenue": 5000000,
 "primary_contact": {
 "first_name": "John",
 "last_name": "Doe"
 },
 "contact_email": "john.doe@techinnovatorsinc.com",
 "account_stage": "Active",
 "created_date": "2023-04-15"
}

Schema

customers.jsonl

Field Type Description
company_name string Account name
industry string Industry vertical
employee_count integer Number of employees
annual_revenue integer Annual revenue in USD
primary_contact object first_name + last_name
contact_email string Email address
account_stage string "Active", "Prospect", "Churned", etc.
created_date date Account creation date

products.jsonl

Field Type Description
sku string Stock-keeping unit (e.g. CORE-0001)
name string Product name
category string Product category
unit_price integer Price per unit (USD)
description string Product description

orders.jsonl

Field Type Description
order_id string Unique order ID
customer_name string Foreign key: customers.company_name
sku string Foreign key: products.sku
quantity integer Units ordered
unit_price integer Price per unit (USD)
total_amount integer quantity * unit_price
order_date date ISO 8601 date ordered
status string Order status (completed, pending, etc.)

Use cases

  • Test fixtures for CRM applications (Salesforce, HubSpot clones)
  • Demo data for sales platforms
  • ETL pipeline testing for relational data with foreign keys
  • ML training for lead scoring, account classification
  • Database tutorials — joins work out of the box

Get the full 3000-record commercial dataset

This is a 300-record sample. The full commercial dataset contains 3000 records (across 3 relational tables) for $20, Schema-validated, with full referential integrity.

Buy on Gumroad: https://bluecore8.gumroad.com/l/cottonwood-crm-8822-records

About Cottonwood

A one-person data shop generating Schema-validated synthetic datasets for AI training, ML eval, and application testing. Every product is generated against an industry-standard schema and validated against the real parser before publishing. 100% synthetic, no real customer data, no legal overhead.

License

This sample is released under CC0 1.0 (public domain dedication). You can use it for any purpose, including commercial use, without attribution.

The full commercial dataset is sold under a separate license (see Gumroad product page for terms).

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