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README.md

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+
+# Synthetic Business Contact Dataset – North Dakota Business Email List
+
+## Description
+
+This dataset demonstrates the schema of business contact datasets used in CRM systems.
+
+## Columns
+
+First Name
+Last Name
+Company
+Job Title
+Industry
+Lead Score
+Email
+Country
+
+## Dataset Size
+
+Train rows: ~127  
+Test rows: ~32
+
+## Use Cases
+
+• marketing analytics testing  
+• CRM import simulations  
+• machine learning datasets  
+
+## Synthetic Data Notice
+
+All records are synthetic.
+
+## Keywords
+
+B2B contact dataset
+business contact database
+CRM dataset
+marketing analytics dataset
+synthetic business data
+
+## Related Datasets
+
+Crowdfunding Investors Email List
+Pennsylvania Business Email List
+GTA Gaming Users Email List
+
+## Dataset Source
+
+Additional datasets covering this audience are available at:
+
+https://leadsblue.com/leads/usa-state-north-dakota-business-email-leads-database/
+
+## License
+
+CC0

dataset_infos.json

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+{
+  "pretty_name": "Synthetic B2B Contact Dataset - North Dakota Business Email List",
+  "dataset_name": "north-dakota-business-dataset",
+  "description": "Synthetic B2B contact dataset representing professionals associated with north dakota business email list. Designed for CRM testing, analytics pipelines, and machine learning experiments.",
+  "homepage": "https://leadsblue.com/leads/usa-state-north-dakota-business-email-leads-database/",
+  "license": "cc0",
+  "tags": [
+    "synthetic-data",
+    "machine-learning",
+    "analytics",
+    "crm",
+    "dataset"
+  ],
+  "task_categories": [
+    "tabular-classification"
+  ],
+  "language": [
+    "en"
+  ],
+  "size_categories": [
+    "100<n<1K"
+  ]
+}

test.csv

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+First Name,Last Name,Company,Job Title,Industry,Lead Score,Email,Country
+Avery,Johnson,CoreCore Networks,Sales Director,Biotechnology,91,averyjohnson@example.com,Denmark
+William,Garcia,QuantumBridge Solutions,Co-Founder,Cybersecurity,67,w.garcia@example.com,Netherlands
+Aria,Sanchez,PrimeBridge Consulting,VP Strategy,Logistics,54,a.sanchez@example.com,Australia
+William,Garcia,SilverCore Technologies,Account Executive,Energy,91,williamg@example.com,Netherlands
+Isabella,Smith,PrimeVision Consulting,Data Analyst,Biotechnology,72,isabella.smith@example.com,India
+Harper,Williams,NorthFlow Systems,Head of Partnerships,Advertising,53,harper_williams@example.com,Sweden
+Liam,White,DynamicEdge Technologies,Chief Financial Officer,Technology,67,liamwhite@example.com,Argentina
+Henry,Lopez,PrimeVision Industries,Operations Manager,Technology,44,henry_lopez@example.com,Finland
+Emily,Harris,NexaBridge Industries,Head of Partnerships,Finance,66,emily_harris@example.com,Netherlands
+Oliver,White,BlueVision Solutions,VP Strategy,Cloud Computing,89,o.white@example.com,United Arab Emirates
+Mia,Wilson,VertexAxis Networks,Data Analyst,Real Estate,82,m.wilson@example.com,Brazil
+Jackson,Moore,FutureWave Group,Operations Director,Pharmaceuticals,52,jacksonmoore@example.com,Norway
+Ella,Sanchez,NextLayer Solutions,VP Operations,Automotive,75,ella_sanchez@example.com,Argentina
+Charlotte,Perez,VisionFlow Consulting,VP Sales,Finance,42,charlotte.perez@example.com,Belgium
+Isabella,White,SilverEdge Analytics,Chief Executive Officer,Pharmaceuticals,95,isabellawhite@example.com,Canada
+William,Brown,BrightCore Analytics,Operations Director,Consulting,50,williamb@example.com,Norway
+Mila,Taylor,CloudAxis Software,Marketing Manager,Biotechnology,47,mila_taylor@example.com,Italy
+Sophia,Thompson,PrimeWave Software,Chief Technology Officer,Insurance,53,sophiathompson@example.com,Singapore
+Benjamin,Wilson,IronLogic Technologies,Marketing Director,Telecommunications,58,benjamin-wilson@example.com,Argentina
+Logan,Rodriguez,NexaAxis Systems,Strategy Manager,Consulting,49,logan-rodriguez@example.com,Sweden
+Liam,Jones,IronLogic Systems,VP Strategy,Cybersecurity,71,liam-jones@example.com,South Korea
+Elijah,Lee,NorthEdge Networks,Chief Marketing Officer,Healthcare,44,elijah.lee@example.com,Japan
+Amelia,Perez,FutureCore Networks,Growth Manager,Cloud Computing,94,ameliaperez@example.com,Italy
+Mila,Clark,NextFlow Labs,Head of Partnerships,Energy,55,milac@example.com,United Kingdom
+Mateo,Martin,CoreBridge Technologies,Digital Marketing Manager,Energy,77,mateo.martin@example.com,Netherlands
+Daniel,Thomas,VisionVision Networks,Chief Financial Officer,Manufacturing,82,daniel_thomas@example.com,United Kingdom
+Mason,Jones,PrimeCore Group,Strategy Manager,Agriculture,84,mason_jones@example.com,Netherlands
+Elijah,Robinson,IronVision Systems,Business Analyst,Hospitality,79,elijahrobinson@example.com,Canada
+Luna,Wilson,BlueBridge Technologies,Marketing Manager,Media,42,luna_wilson@example.com,Netherlands
+William,Gonzalez,IronEdge Systems,Marketing Manager,Insurance,45,william_gonzalez@example.com,Denmark
+Logan,Hernandez,VertexFlow Consulting,Data Analyst,Agriculture,56,l.hernandez@example.com,Canada
+Emma,Gonzalez,AlphaPulse Technologies,Operations Director,Cloud Computing,89,emma.gonzalez@example.com,Denmark

train.csv

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+First Name,Last Name,Company,Job Title,Industry,Lead Score,Email,Country
+Mateo,Thomas,AlphaEdge Analytics,Strategy Manager,Logistics,48,m.thomas@example.com,Singapore
+William,Lewis,QuantumFlow Analytics,Co-Founder,Manufacturing,57,w.lewis@example.com,Denmark
+Sebastian,Anderson,BrightAxis Technologies,Co-Founder,Automotive,74,sebastiana@example.com,India
+Alexander,Davis,VertexWave Group,VP Operations,Pharmaceuticals,45,alexanderd@example.com,Argentina
+Lucas,Thompson,FutureLayer Systems,Strategy Manager,Agriculture,48,lucasthompson@example.com,Brazil
+Charlotte,Martin,FutureFlow Technologies,CEO,Healthcare,57,charlotte.martin@example.com,India
+Jacob,Lee,GlobalBridge Technologies,CEO,Energy,71,jacobl@example.com,South Africa
+Abigail,Wilson,NextCore Analytics,VP Strategy,Transportation,60,abigail-wilson@example.com,United Arab Emirates
+Ava,Taylor,PrimeLayer Networks,Strategy Manager,Retail,47,ava-taylor@example.com,Finland
+Mia,Gonzalez,IronWave Group,Marketing Manager,Media,55,m.gonzalez@example.com,Singapore
+Sofia,Lee,SilverFlow Systems,Head of Partnerships,Healthcare,62,sofia.lee@example.com,New Zealand
+Lucas,Johnson,GlobalAxis Analytics,Revenue Operations Manager,Construction,89,l.johnson@example.com,Belgium
+Sofia,Davis,NextLayer Analytics,Head of Partnerships,Media,93,sofia-davis@example.com,Singapore
+Ethan,Taylor,QuantumWave Consulting,VP Sales,Energy,84,ethant@example.com,Belgium
+William,Rodriguez,VisionWave Industries,Digital Marketing Manager,Advertising,40,williamr@example.com,Canada
+Ella,Thompson,FutureLayer Industries,Growth Manager,Hospitality,62,ella_thompson@example.com,Denmark
+Luna,Lopez,DynamicVision Industries,VP Sales,Pharmaceuticals,79,l.lopez@example.com,France
+Benjamin,Lewis,FutureLogic Consulting,Operations Manager,Construction,76,benjaminl@example.com,Germany
+Harper,Smith,GlobalCore Networks,Head of Partnerships,Media,58,h.smith@example.com,Germany
+Camila,Moore,FuturePulse Analytics,Data Analyst,Consulting,73,camila-moore@example.com,Denmark
+Evelyn,Johnson,IronLogic Networks,Operations Director,Finance,79,e.johnson@example.com,South Korea
+Sophia,Ramirez,QuantumFlow Systems,Marketing Manager,Retail,70,s.ramirez@example.com,Belgium
+Amelia,Anderson,PrimeLayer Networks,Sales Manager,Aerospace,84,ameliaa@example.com,Argentina
+Emily,Perez,IronLogic Analytics,Operations Director,Agriculture,82,emily.perez@example.com,Italy
+Elizabeth,Gonzalez,VisionPulse Networks,Operations Manager,Hospitality,79,elizabethgonzalez@example.com,Switzerland
+Ethan,Gonzalez,CloudLogic Solutions,Strategy Manager,Cybersecurity,94,e.gonzalez@example.com,France
+Mateo,Lee,PrimeAxis Technologies,Business Analyst,Automotive,59,m.lee@example.com,Switzerland
+Logan,Perez,AlphaEdge Group,Head of Partnerships,Energy,55,logan-perez@example.com,Switzerland
+Ella,Anderson,NorthFlow Systems,VP Sales,Marketing,58,ellaanderson@example.com,New Zealand
+Avery,Anderson,AlphaLayer Systems,Chief Revenue Officer,Biotechnology,47,avery.anderson@example.com,Australia
+Elijah,Brown,CloudFlow Systems,Head of Partnerships,Aerospace,52,elijahbrown@example.com,Germany
+James,Lopez,GlobalLogic Consulting,Digital Marketing Manager,Agriculture,80,james.lopez@example.com,Netherlands
+Daniel,Lopez,SilverWave Software,Account Executive,Technology,92,daniel.lopez@example.com,Australia
+Benjamin,Sanchez,IronBridge Software,Head of Partnerships,Logistics,46,benjamin-sanchez@example.com,South Korea
+Sofia,Taylor,FutureLogic Analytics,Account Executive,Logistics,43,sofiataylor@example.com,South Africa
+Mateo,Harris,NexaEdge Networks,Account Executive,Marketing,43,mateoh@example.com,United Kingdom
+Amelia,Clark,NextCore Solutions,Founder,Pharmaceuticals,77,amelia-clark@example.com,Germany
+Mila,Gonzalez,DynamicAxis Industries,VP Marketing,Education,81,mila_gonzalez@example.com,South Korea
+Mason,Moore,PrimeBridge Analytics,Chief Financial Officer,Cloud Computing,90,m.moore@example.com,Switzerland
+Logan,Anderson,BlueAxis Analytics,Marketing Manager,Retail,55,logan_anderson@example.com,Australia
+Camila,Williams,DynamicAxis Solutions,Chief Executive Officer,Agriculture,73,camila-williams@example.com,Canada
+Liam,Garcia,PrimeBridge Industries,Sales Director,Energy,54,l.garcia@example.com,South Korea
+Sophia,Robinson,BlueBridge Software,Chief Financial Officer,Finance,67,sophia_robinson@example.com,France
+William,Rodriguez,PrimeWave Analytics,Head of Partnerships,Pharmaceuticals,80,william-rodriguez@example.com,Japan
+Logan,Martinez,NexaWave Solutions,Account Executive,Manufacturing,84,loganmartinez@example.com,Netherlands
+Emma,Martin,QuantumAxis Software,Business Development Manager,Aerospace,92,e.martin@example.com,Japan
+William,Smith,BlueAxis Group,Sales Director,Automotive,90,william_smith@example.com,New Zealand
+Emma,Hernandez,PrimeVision Technologies,Digital Marketing Manager,Media,44,e.hernandez@example.com,France
+Emma,Martin,NorthFlow Consulting,VP Operations,Manufacturing,74,emma_martin@example.com,Spain
+Emily,Jackson,PrimeWave Industries,Chief Marketing Officer,Consulting,43,emily.jackson@example.com,Belgium
+Elijah,Brown,NextEdge Technologies,VP Strategy,Manufacturing,78,e.brown@example.com,Brazil
+Alexander,Ramirez,NorthAxis Software,Account Executive,Agriculture,94,alexander.ramirez@example.com,Switzerland
+Aria,Lewis,NorthFlow Software,Business Analyst,Aerospace,69,aria-lewis@example.com,South Korea
+Abigail,Lee,PrimeLayer Analytics,VP Sales,Education,88,a.lee@example.com,South Korea
+James,Miller,NexaLayer Analytics,Chief Technology Officer,Education,47,james_miller@example.com,Australia
+Mateo,Rodriguez,BrightFlow Analytics,Sales Manager,Telecommunications,80,mateo.rodriguez@example.com,South Korea
+Noah,Clark,BrightPulse Systems,Growth Manager,Insurance,44,n.clark@example.com,France
+Elijah,Martin,QuantumWave Solutions,Marketing Manager,Manufacturing,58,elijahm@example.com,South Africa
+Sofia,Garcia,GlobalBridge Technologies,Revenue Operations Manager,Advertising,47,sofia.garcia@example.com,United States
+Aria,Lopez,AlphaCore Solutions,VP Operations,Agriculture,76,aria.lopez@example.com,India
+Noah,Anderson,FuturePulse Software,Data Analyst,Construction,57,n.anderson@example.com,Australia
+Sebastian,Thompson,PrimeLogic Technologies,Business Analyst,Media,41,sebastian.thompson@example.com,Spain
+Ella,Gonzalez,NorthWave Labs,Operations Director,Pharmaceuticals,64,e.gonzalez@example.com,Argentina
+Avery,Perez,BlueAxis Technologies,Marketing Director,Real Estate,88,avery-perez@example.com,Netherlands
+Olivia,Robinson,IronEdge Systems,Co-Founder,Construction,70,olivia_robinson@example.com,United States
+Ella,Wilson,FutureEdge Solutions,Sales Director,Media,63,ella-wilson@example.com,United States
+Isabella,Johnson,VisionEdge Solutions,Chief Technology Officer,Telecommunications,52,isabellaj@example.com,Switzerland
+Mila,Brown,BrightVision Networks,VP Sales,Automotive,91,milab@example.com,France
+Ella,Lewis,QuantumVision Industries,Revenue Operations Manager,Manufacturing,88,ellalewis@example.com,India
+Oliver,Rodriguez,PrimeVision Analytics,Co-Founder,Retail,80,oliver.rodriguez@example.com,New Zealand
+Logan,Thomas,BrightPulse Labs,Business Analyst,Real Estate,73,logan-thomas@example.com,Denmark
+Michael,Gonzalez,FutureEdge Labs,Business Analyst,Marketing,43,michael_gonzalez@example.com,India
+Michael,Thompson,VertexFlow Industries,Head of Growth,Consulting,69,michaelthompson@example.com,Norway
+Sofia,Rodriguez,CloudPulse Systems,VP Strategy,Finance,89,sofia_rodriguez@example.com,South Korea
+Lucas,Miller,IronVision Industries,Chief Technology Officer,Construction,57,lucasm@example.com,Argentina
+Mateo,Sanchez,PrimeFlow Labs,Data Analyst,Hospitality,80,mateos@example.com,Switzerland
+Ethan,Lopez,PrimeBridge Software,Chief Revenue Officer,Transportation,64,e.lopez@example.com,Argentina
+Liam,Lewis,VisionFlow Networks,Chief Marketing Officer,Transportation,80,liamlewis@example.com,Argentina
+Ethan,Smith,GlobalLayer Analytics,Growth Manager,Cybersecurity,83,ethansmith@example.com,France
+Logan,Williams,NexaLogic Group,Account Executive,Cybersecurity,56,logan.williams@example.com,Argentina
+Alexander,Smith,NextWave Group,Marketing Director,Pharmaceuticals,71,a.smith@example.com,Spain
+Sebastian,Moore,IronAxis Group,Head of Marketing,Energy,64,sebastian_moore@example.com,Germany
+Camila,Davis,BrightAxis Systems,CEO,Consulting,57,camila-davis@example.com,Finland
+Michael,Lewis,CloudFlow Industries,Operations Manager,Energy,49,michael_lewis@example.com,Netherlands
+Isabella,Brown,QuantumPulse Software,Account Executive,Retail,70,isabella_brown@example.com,Australia
+Mila,Harris,BrightBridge Consulting,Head of Marketing,Finance,44,m.harris@example.com,Finland
+Elizabeth,Hernandez,QuantumLayer Systems,Growth Manager,Healthcare,59,elizabethhernandez@example.com,Finland
+Evelyn,Lewis,NextVision Technologies,Business Analyst,Biotechnology,90,evelynlewis@example.com,South Africa
+Mila,Gonzalez,BlueLogic Solutions,Growth Manager,Healthcare,91,mila.gonzalez@example.com,India
+Emma,Wilson,FutureBridge Solutions,Head of Marketing,Automotive,63,e.wilson@example.com,South Africa
+Mia,Williams,QuantumVision Analytics,Sales Director,Cybersecurity,72,mia.williams@example.com,India
+Levi,Harris,FutureCore Analytics,VP Marketing,Telecommunications,44,levi-harris@example.com,Sweden
+Ethan,Davis,SilverWave Solutions,Business Development Manager,Energy,60,ethandavis@example.com,Denmark
+Elijah,Miller,NexaWave Networks,Chief Revenue Officer,Aerospace,95,elijah-miller@example.com,Sweden
+Jacob,Robinson,FutureCore Solutions,Business Analyst,Transportation,91,jacobr@example.com,United States
+Evelyn,Thomas,VertexBridge Technologies,Account Executive,Insurance,53,evelyn-thomas@example.com,United Arab Emirates
+Noah,Davis,CloudBridge Networks,Revenue Operations Manager,Finance,90,n.davis@example.com,Finland
+Camila,Thompson,SilverAxis Labs,Sales Manager,Healthcare,44,camilat@example.com,United States
+James,Wilson,SilverLogic Consulting,Chief Revenue Officer,Cybersecurity,65,james-wilson@example.com,United Kingdom
+Mason,Wilson,NorthVision Consulting,VP Sales,Aerospace,41,m.wilson@example.com,Japan
+Emily,Sanchez,PrimeLogic Networks,Chief Technology Officer,Hospitality,51,emily-sanchez@example.com,Brazil
+Oliver,Davis,BrightBridge Software,Operations Manager,Logistics,80,oliver.davis@example.com,Canada
+Emma,Wilson,BlueBridge Systems,Chief Technology Officer,Insurance,63,emma_wilson@example.com,Argentina
+Noah,Smith,PrimeWave Systems,Marketing Director,Advertising,81,noahs@example.com,Netherlands
+Camila,Jones,NexaFlow Group,VP Marketing,Manufacturing,82,c.jones@example.com,France
+Abigail,Smith,VisionLogic Software,Operations Manager,Manufacturing,95,abigailsmith@example.com,Brazil
+Mateo,Martin,NorthBridge Industries,Marketing Manager,Advertising,90,mateomartin@example.com,South Africa
+Oliver,Martin,VisionEdge Networks,Marketing Director,Insurance,40,oliverm@example.com,Germany
+Henry,Miller,DynamicEdge Software,Head of Marketing,Retail,75,henrymiller@example.com,Spain
+Levi,Lee,NexaPulse Technologies,Sales Director,Real Estate,41,levil@example.com,India
+Aria,Gonzalez,FutureFlow Software,Chief Financial Officer,Logistics,47,aria-gonzalez@example.com,Australia
+Oliver,Lewis,BlueFlow Solutions,Business Analyst,Construction,95,oliverl@example.com,New Zealand
+Emily,Ramirez,GlobalBridge Systems,Marketing Director,Consulting,91,emilyramirez@example.com,Sweden
+Luna,Martin,FutureWave Solutions,Data Analyst,Advertising,64,lunam@example.com,Switzerland
+Emma,Martin,QuantumPulse Technologies,Head of Marketing,Education,89,emma.martin@example.com,Denmark
+Harper,Hernandez,AlphaFlow Group,VP Marketing,Manufacturing,50,harperh@example.com,India
+Harper,Sanchez,PrimeVision Group,Founder,Real Estate,80,h.sanchez@example.com,Norway
+Alexander,Miller,DynamicLayer Analytics,Operations Manager,Hospitality,50,alexander.miller@example.com,Australia
+William,Garcia,VertexCore Software,Marketing Manager,Biotechnology,56,william_garcia@example.com,Japan
+Elijah,Martin,BlueAxis Group,Marketing Director,Telecommunications,40,e.martin@example.com,Norway
+Jackson,Smith,GlobalAxis Industries,Marketing Manager,Media,54,jackson.smith@example.com,Belgium
+Ava,Moore,SilverFlow Systems,Sales Manager,Manufacturing,48,avam@example.com,Brazil
+Camila,Robinson,PrimeCore Labs,Chief Technology Officer,Cloud Computing,54,camila.robinson@example.com,Netherlands
+Michael,Gonzalez,IronLogic Systems,CEO,Manufacturing,71,michaelg@example.com,Switzerland
+Ella,Harris,BrightFlow Solutions,VP Sales,Insurance,47,ellah@example.com,Spain
+Henry,Williams,GlobalCore Systems,Operations Manager,Aerospace,50,h.williams@example.com,South Africa
+Abigail,Moore,BrightLogic Solutions,Revenue Operations Manager,Manufacturing,57,abigail_moore@example.com,United States