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README.md

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+
+# Synthetic Business Contact Dataset – Oman Business Email Database
+
+## Description
+
+This dataset demonstrates the schema of business contact datasets used in CRM systems.
+
+## Columns
+
+Full Name
+Company
+Department
+Job Title
+Industry
+Email
+Country
+
+## Dataset Size
+
+Train rows: ~133  
+Test rows: ~34
+
+## Use Cases
+
+• marketing analytics testing  
+• CRM import simulations  
+• machine learning datasets  
+
+## Synthetic Data Notice
+
+All records are synthetic.
+
+## Keywords
+
+contact database schema
+business dataset structure
+marketing analytics data
+synthetic contact records
+B2B dataset example
+
+## Related Datasets
+
+Maine Business Email Database
+California Business Email List
+Luxembourg Business Contact List
+
+## Dataset Source
+
+Additional datasets covering this audience are available at:
+
+https://leadsblue.com/leads/oman-business-email-leads-database/
+
+## License
+
+CC0

dataset_infos.json

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+{
+  "pretty_name": "Synthetic B2B Contact Dataset - Oman Business Email Database",
+  "dataset_name": "oman-business-email-dataset",
+  "description": "Synthetic B2B contact dataset representing professionals associated with oman business email database. Designed for CRM testing, analytics pipelines, and machine learning experiments.",
+  "homepage": "https://leadsblue.com/leads/oman-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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+Full Name,Company,Department,Job Title,Industry,Email,Country
+Luna Thomas,IronPulse Labs,Marketing,Strategy Manager,Consulting,l.thomas@example.com,Australia
+Benjamin Thomas,PrimeEdge Analytics,Marketing,Strategy Manager,Retail,b.thomas@example.com,Sweden
+Olivia Jones,NexaLogic Systems,Marketing,Head of Partnerships,Pharmaceuticals,olivia_jones@example.com,Belgium
+Mateo Martinez,AlphaLayer Analytics,Marketing,Revenue Operations Manager,Logistics,mateo_martinez@example.com,Denmark
+Elijah Rodriguez,FutureBridge Analytics,Marketing,VP Marketing,Agriculture,elijahrodriguez@example.com,United Arab Emirates
+Charlotte Williams,VertexPulse Systems,Marketing,Digital Marketing Manager,Real Estate,c.williams@example.com,Argentina
+Emma Garcia,NextBridge Analytics,Marketing,Revenue Operations Manager,Cybersecurity,emma-garcia@example.com,Brazil
+Ella Thompson,DynamicPulse Technologies,Marketing,Head of Growth,Finance,ella.thompson@example.com,Singapore
+Sophia Ramirez,CoreEdge Labs,Marketing,Operations Manager,Media,sophia-ramirez@example.com,Norway
+Ella White,DynamicPulse Systems,Marketing,Business Analyst,Construction,ella-white@example.com,Netherlands
+Emma Lopez,AlphaEdge Solutions,Marketing,Sales Director,Finance,emma-lopez@example.com,Singapore
+Ethan Perez,NextFlow Technologies,Marketing,CEO,Technology,ethanperez@example.com,Mexico
+Ella Thomas,BlueLogic Analytics,Marketing,Marketing Director,Agriculture,ellat@example.com,Mexico
+Isabella Sanchez,DynamicEdge Technologies,Marketing,Revenue Operations Manager,Insurance,isabella-sanchez@example.com,United States
+Daniel Wilson,IronWave Networks,Marketing,Revenue Operations Manager,Biotechnology,daniel-wilson@example.com,United Arab Emirates
+Emma Perez,CloudLogic Technologies,Marketing,Chief Revenue Officer,Agriculture,emma.perez@example.com,Denmark
+Oliver Miller,CoreLayer Networks,Marketing,Growth Manager,Construction,oliver_miller@example.com,South Africa
+Michael Moore,VisionAxis Industries,Marketing,Product Manager,Retail,michael_moore@example.com,India
+James Lee,NorthLogic Software,Marketing,Strategy Manager,Agriculture,jameslee@example.com,Sweden
+Alexander Lee,QuantumCore Consulting,Marketing,Operations Manager,Agriculture,alexander_lee@example.com,India
+Henry Williams,BlueEdge Technologies,Marketing,Strategy Manager,Hospitality,henry-williams@example.com,Australia
+Ava Hernandez,VisionAxis Analytics,Marketing,Co-Founder,Transportation,ava-hernandez@example.com,Argentina
+Elijah Taylor,BrightBridge Consulting,Marketing,VP Sales,Manufacturing,elijahtaylor@example.com,France
+Sofia Moore,NorthCore Consulting,Marketing,Growth Manager,Energy,sofia-moore@example.com,Finland
+Henry Smith,DynamicWave Technologies,Marketing,Chief Executive Officer,Construction,h.smith@example.com,Japan
+Mateo Lee,DynamicVision Software,Marketing,VP Operations,Education,mateo.lee@example.com,Argentina
+Logan Gonzalez,BlueLayer Networks,Marketing,Marketing Director,Media,logan-gonzalez@example.com,Germany
+James Davis,CoreBridge Systems,Marketing,Sales Director,Finance,james.davis@example.com,Singapore
+Jackson Jones,CoreCore Systems,Marketing,Digital Marketing Manager,Construction,j.jones@example.com,Singapore
+Michael Taylor,FutureWave Labs,Marketing,Chief Marketing Officer,Consulting,michael_taylor@example.com,Spain
+Alexander Gonzalez,NexaPulse Solutions,Marketing,VP Operations,Energy,alexander.gonzalez@example.com,India
+Emma Martin,FutureFlow Technologies,Marketing,Chief Revenue Officer,Advertising,emma_martin@example.com,Belgium
+Isabella Jones,AlphaBridge Solutions,Marketing,Strategy Manager,Marketing,isabella-jones@example.com,Canada
+Evelyn Williams,DynamicVision Labs,Marketing,CEO,Cloud Computing,evelyn.williams@example.com,United Kingdom

train.csv

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+Full Name,Company,Department,Job Title,Industry,Email,Country
+Noah Thompson,BrightBridge Industries,Marketing,Head of Marketing,Hospitality,noah-thompson@example.com,Netherlands
+Abigail Hernandez,QuantumFlow Networks,Marketing,Strategy Manager,Education,abigailhernandez@example.com,Singapore
+Daniel Anderson,NextFlow Solutions,Marketing,Growth Manager,Finance,daniela@example.com,Australia
+Noah Sanchez,IronCore Solutions,Marketing,Sales Director,Retail,noah-sanchez@example.com,New Zealand
+Jacob Hernandez,NorthAxis Labs,Marketing,Revenue Operations Manager,Advertising,jacob_hernandez@example.com,Finland
+Sofia Martinez,AlphaFlow Industries,Marketing,Chief Executive Officer,Aerospace,sofiam@example.com,Norway
+William Anderson,BlueBridge Group,Marketing,Chief Technology Officer,Media,williama@example.com,Denmark
+Daniel Smith,NorthAxis Solutions,Marketing,Chief Financial Officer,Aerospace,daniel_smith@example.com,Japan
+Mila Jackson,SilverLogic Solutions,Marketing,Chief Financial Officer,Automotive,m.jackson@example.com,United Kingdom
+Olivia Lewis,BlueLogic Consulting,Marketing,Chief Technology Officer,Automotive,olivialewis@example.com,Argentina
+Jacob Lee,VertexAxis Consulting,Marketing,Marketing Director,Cybersecurity,jacob.lee@example.com,Finland
+Oliver Smith,CloudLayer Software,Marketing,Business Development Manager,Technology,oliversmith@example.com,United States
+Elizabeth Garcia,DynamicAxis Technologies,Marketing,CEO,Manufacturing,elizabeth.garcia@example.com,India
+Noah Brown,PrimeEdge Networks,Marketing,Marketing Manager,Telecommunications,noahbrown@example.com,South Africa
+Jacob Jackson,BrightLogic Software,Marketing,Product Manager,Consulting,j.jackson@example.com,Japan
+Daniel Miller,CloudFlow Labs,Marketing,Head of Growth,Aerospace,daniel_miller@example.com,United Kingdom
+Evelyn Thomas,GlobalVision Industries,Marketing,VP Marketing,Consulting,evelynthomas@example.com,Finland
+Luna Thomas,AlphaBridge Industries,Marketing,Revenue Operations Manager,Finance,luna.thomas@example.com,New Zealand
+William Lopez,AlphaFlow Systems,Marketing,Business Development Manager,Energy,william-lopez@example.com,Finland
+William Brown,VisionPulse Industries,Marketing,Digital Marketing Manager,Manufacturing,william-brown@example.com,New Zealand
+Evelyn Davis,BlueWave Solutions,Marketing,Strategy Manager,Energy,evelyn-davis@example.com,Finland
+Abigail Anderson,IronFlow Networks,Marketing,Co-Founder,Transportation,abigail.anderson@example.com,United States
+Aria Moore,BrightAxis Networks,Marketing,Founder,Finance,ariamoore@example.com,Germany
+Oliver Perez,NorthVision Software,Marketing,Chief Executive Officer,Cloud Computing,oliverp@example.com,Norway
+Oliver Lopez,BluePulse Analytics,Marketing,Head of Partnerships,Real Estate,oliver_lopez@example.com,United Arab Emirates
+Isabella Taylor,AlphaCore Labs,Marketing,Marketing Director,Agriculture,isabella.taylor@example.com,Switzerland
+Michael Lee,QuantumLogic Technologies,Marketing,Chief Marketing Officer,Healthcare,michael_lee@example.com,South Africa
+Lucas Taylor,SilverCore Labs,Marketing,Product Manager,Media,lucas-taylor@example.com,Canada
+Jackson Williams,BrightEdge Networks,Marketing,Product Manager,Automotive,jackson_williams@example.com,United Kingdom
+William Sanchez,VisionLayer Group,Marketing,Revenue Operations Manager,Energy,williams@example.com,New Zealand
+Isabella Williams,NexaAxis Labs,Marketing,Strategy Manager,Healthcare,isabella-williams@example.com,France
+Oliver Anderson,VertexFlow Group,Marketing,Chief Revenue Officer,Biotechnology,o.anderson@example.com,United Kingdom
+Aria Lee,CloudPulse Consulting,Marketing,Head of Marketing,Cloud Computing,aria-lee@example.com,South Korea
+Olivia Davis,AlphaLayer Group,Marketing,Business Analyst,Transportation,olivia_davis@example.com,Denmark
+Liam Sanchez,CoreFlow Solutions,Marketing,Operations Director,Manufacturing,liams@example.com,Mexico
+Lucas Ramirez,PrimeLogic Industries,Marketing,Sales Manager,Cloud Computing,lucas.ramirez@example.com,Norway
+Sophia Thompson,NexaWave Consulting,Marketing,Growth Manager,Media,sophia_thompson@example.com,Germany
+Alexander Jones,DynamicVision Software,Marketing,Sales Manager,Transportation,alexander-jones@example.com,United Kingdom
+Jackson Perez,QuantumCore Group,Marketing,Growth Manager,Cybersecurity,jacksonp@example.com,New Zealand
+Sophia Anderson,FutureLogic Consulting,Marketing,VP Operations,Insurance,sophiaanderson@example.com,Switzerland
+Mila Harris,BrightVision Software,Marketing,Chief Marketing Officer,Insurance,milah@example.com,Germany
+Daniel Lee,NorthLayer Analytics,Marketing,Marketing Director,Construction,d.lee@example.com,Denmark
+Alexander Sanchez,NorthVision Group,Marketing,Strategy Manager,Aerospace,a.sanchez@example.com,France
+Oliver Sanchez,CoreEdge Industries,Marketing,Growth Manager,Pharmaceuticals,oliver.sanchez@example.com,Argentina
+Jackson Davis,QuantumFlow Software,Marketing,Business Analyst,Energy,jackson-davis@example.com,South Africa
+Abigail Taylor,NextAxis Solutions,Marketing,Marketing Director,Transportation,abigail-taylor@example.com,Canada
+Jacob Taylor,DynamicLayer Group,Marketing,Chief Executive Officer,Finance,jacob_taylor@example.com,France
+Olivia Ramirez,AlphaBridge Technologies,Marketing,Chief Financial Officer,Hospitality,oliviaramirez@example.com,Mexico
+Ella Thomas,QuantumWave Solutions,Marketing,VP Operations,Insurance,ella-thomas@example.com,Netherlands
+Evelyn Thomas,NextBridge Analytics,Marketing,Growth Manager,Cloud Computing,evelyn-thomas@example.com,Sweden
+Sophia Hernandez,IronWave Networks,Marketing,Marketing Manager,Telecommunications,sophia_hernandez@example.com,Canada
+Ava Hernandez,NexaFlow Networks,Marketing,Digital Marketing Manager,Agriculture,ava-hernandez@example.com,United Arab Emirates
+Benjamin Anderson,BluePulse Consulting,Marketing,Chief Revenue Officer,Real Estate,benjaminanderson@example.com,Italy
+Logan Moore,BrightCore Systems,Marketing,Chief Executive Officer,Cloud Computing,l.moore@example.com,Argentina
+Mia Lee,BlueEdge Technologies,Marketing,Revenue Operations Manager,Automotive,mia.lee@example.com,Sweden
+Ethan White,IronAxis Consulting,Marketing,Growth Manager,Pharmaceuticals,ethan-white@example.com,Brazil
+Liam Hernandez,VisionLayer Group,Marketing,VP Operations,Aerospace,liamh@example.com,Finland
+Daniel Jackson,PrimeBridge Analytics,Marketing,Head of Growth,Telecommunications,daniel.jackson@example.com,United Kingdom
+Charlotte Thomas,AlphaLogic Solutions,Marketing,Digital Marketing Manager,Manufacturing,charlotte.thomas@example.com,New Zealand
+Emily Brown,PrimePulse Software,Marketing,Head of Marketing,Automotive,e.brown@example.com,India
+Sofia Harris,PrimePulse Labs,Marketing,Marketing Director,Consulting,sofiaharris@example.com,Germany
+Henry Garcia,BlueLayer Industries,Marketing,Growth Manager,Construction,henry_garcia@example.com,Netherlands
+Ethan Martin,VisionLayer Networks,Marketing,Growth Manager,Cybersecurity,ethanm@example.com,Argentina
+Benjamin White,QuantumFlow Labs,Marketing,Business Analyst,Transportation,benjaminw@example.com,Belgium
+Amelia Clark,AlphaPulse Labs,Marketing,Chief Revenue Officer,Agriculture,ameliac@example.com,Spain
+Elizabeth Hernandez,VisionWave Solutions,Marketing,Operations Director,Biotechnology,elizabeth-hernandez@example.com,New Zealand
+Abigail Wilson,IronLogic Systems,Marketing,VP Operations,Aerospace,abigail.wilson@example.com,Mexico
+Avery Wilson,VisionLayer Labs,Marketing,Account Executive,Agriculture,avery_wilson@example.com,South Africa
+Alexander Thomas,BlueVision Solutions,Marketing,Strategy Manager,Telecommunications,alexanderthomas@example.com,Germany
+Henry Hernandez,VisionLogic Solutions,Marketing,Revenue Operations Manager,Marketing,henry-hernandez@example.com,United Kingdom
+Isabella Lopez,FutureAxis Solutions,Marketing,Operations Manager,Cloud Computing,isabella_lopez@example.com,Norway
+James Gonzalez,IronLayer Analytics,Marketing,Business Development Manager,Education,james.gonzalez@example.com,Sweden
+Ella Ramirez,PrimeEdge Analytics,Marketing,Product Manager,Manufacturing,ellaramirez@example.com,United Arab Emirates
+Oliver Garcia,AlphaBridge Networks,Marketing,Founder,Retail,oliverg@example.com,Australia
+Evelyn Lopez,BluePulse Group,Marketing,Head of Partnerships,Pharmaceuticals,evelyn_lopez@example.com,Sweden
+James Davis,CloudVision Solutions,Marketing,Marketing Manager,Logistics,j.davis@example.com,Canada
+Aria Lopez,NorthLogic Group,Marketing,Chief Technology Officer,Media,arial@example.com,Australia
+Alexander Miller,GlobalCore Consulting,Marketing,VP Strategy,Media,alexander-miller@example.com,Finland
+Charlotte Garcia,BlueLogic Group,Marketing,Founder,Real Estate,charlottegarcia@example.com,India
+Jacob Ramirez,PrimeVision Systems,Marketing,VP Sales,Aerospace,j.ramirez@example.com,Argentina
+Jackson Thomas,NorthAxis Systems,Marketing,Head of Marketing,Marketing,jacksont@example.com,Mexico
+Henry Ramirez,AlphaCore Solutions,Marketing,VP Strategy,Finance,henryr@example.com,Switzerland
+Isabella Clark,AlphaBridge Consulting,Marketing,Account Executive,Healthcare,isabellaclark@example.com,New Zealand
+Michael Thomas,PrimeCore Consulting,Marketing,Sales Manager,Logistics,michael_thomas@example.com,India
+Emma Lopez,NexaWave Analytics,Marketing,Growth Manager,Consulting,emmal@example.com,New Zealand
+Emma Robinson,SilverBridge Solutions,Marketing,Operations Manager,Education,emma_robinson@example.com,Finland
+Benjamin Perez,BlueLogic Technologies,Marketing,Account Executive,Construction,benjaminp@example.com,Sweden
+Emily Gonzalez,DynamicPulse Analytics,Marketing,Operations Director,Energy,emily_gonzalez@example.com,South Korea
+James Perez,IronAxis Consulting,Marketing,Chief Technology Officer,Logistics,jamesperez@example.com,Japan
+Ella Martin,IronFlow Technologies,Marketing,Chief Executive Officer,Cybersecurity,ellam@example.com,Canada
+Mason Williams,QuantumLogic Analytics,Marketing,Product Manager,Real Estate,m.williams@example.com,Netherlands
+Emma Jackson,CloudAxis Systems,Marketing,Chief Marketing Officer,Agriculture,emma.jackson@example.com,Finland
+Mateo Williams,CoreWave Technologies,Marketing,Strategy Manager,Consulting,m.williams@example.com,France
+Jackson Martinez,IronVision Industries,Marketing,Chief Marketing Officer,Marketing,j.martinez@example.com,United States
+Isabella Lewis,VisionVision Software,Marketing,Operations Manager,Hospitality,isabella_lewis@example.com,Mexico
+Charlotte Harris,CloudBridge Labs,Marketing,Digital Marketing Manager,Energy,charlotte_harris@example.com,Mexico
+Amelia Wilson,VisionPulse Consulting,Marketing,Marketing Manager,Automotive,ameliaw@example.com,Netherlands
+Sophia Lewis,AlphaEdge Systems,Marketing,Operations Director,Insurance,s.lewis@example.com,Argentina
+Elizabeth Robinson,NorthWave Group,Marketing,Marketing Director,Pharmaceuticals,e.robinson@example.com,Sweden
+Ethan Taylor,NexaPulse Solutions,Marketing,Business Development Manager,Hospitality,ethantaylor@example.com,Sweden
+Harper Thomas,NextLogic Labs,Marketing,Chief Revenue Officer,Construction,harper.thomas@example.com,India
+Avery Rodriguez,NextAxis Networks,Marketing,CEO,Technology,averyrodriguez@example.com,Switzerland
+Henry Smith,DynamicVision Group,Marketing,Business Development Manager,Healthcare,henry-smith@example.com,Singapore
+Oliver Davis,DynamicBridge Technologies,Marketing,Business Development Manager,Logistics,oliverdavis@example.com,New Zealand
+Elizabeth Ramirez,NorthEdge Networks,Marketing,Operations Director,Cloud Computing,elizabeth.ramirez@example.com,Spain
+Emma Taylor,IronVision Technologies,Marketing,Head of Partnerships,Advertising,emma_taylor@example.com,United Arab Emirates
+Emma Jackson,CoreLayer Solutions,Marketing,VP Operations,Technology,emma.jackson@example.com,Denmark
+Benjamin Wilson,NexaVision Networks,Marketing,Chief Revenue Officer,Media,benjaminw@example.com,Australia
+Oliver Wilson,CoreVision Software,Marketing,Operations Manager,Manufacturing,oliver.wilson@example.com,Netherlands
+Ethan Robinson,NextAxis Consulting,Marketing,Strategy Manager,Real Estate,ethan-robinson@example.com,Australia
+Luna Ramirez,DynamicFlow Networks,Marketing,Business Analyst,Automotive,lunar@example.com,Italy
+Luna Hernandez,VertexVision Networks,Marketing,Head of Partnerships,Technology,lunahernandez@example.com,Spain
+Logan Wilson,PrimeLayer Group,Marketing,CEO,Real Estate,loganwilson@example.com,Mexico
+Alexander Smith,BlueVision Solutions,Marketing,Revenue Operations Manager,Biotechnology,alexanders@example.com,Sweden
+Oliver Taylor,BlueLayer Industries,Marketing,Account Executive,Transportation,oliver.taylor@example.com,Brazil
+Mason Moore,CloudLayer Networks,Marketing,VP Sales,Finance,mason-moore@example.com,South Korea
+Liam Taylor,FutureWave Analytics,Marketing,Strategy Manager,Telecommunications,liamt@example.com,Italy
+Oliver Ramirez,VisionLayer Industries,Marketing,Digital Marketing Manager,Biotechnology,oliver.ramirez@example.com,South Korea
+Avery Sanchez,NextFlow Labs,Marketing,Head of Partnerships,Real Estate,avery.sanchez@example.com,United Arab Emirates
+Levi White,DynamicCore Analytics,Marketing,Head of Partnerships,Energy,leviwhite@example.com,India
+Olivia Thomas,AlphaEdge Solutions,Marketing,Strategy Manager,Consulting,oliviathomas@example.com,Finland
+Lucas Smith,BlueEdge Industries,Marketing,Sales Director,Telecommunications,lucas-smith@example.com,Spain
+Liam Taylor,BlueLayer Solutions,Marketing,Strategy Manager,Telecommunications,liam.taylor@example.com,Australia
+James Martin,GlobalLogic Technologies,Marketing,Data Analyst,Agriculture,jamesm@example.com,Brazil
+Mila Jones,NexaWave Networks,Marketing,Chief Revenue Officer,Energy,mila-jones@example.com,Netherlands
+Benjamin White,QuantumWave Consulting,Marketing,Head of Marketing,Hospitality,b.white@example.com,South Africa
+Mateo Thompson,CoreVision Analytics,Marketing,Growth Manager,Retail,mateot@example.com,United States
+Amelia Martinez,BrightLayer Software,Marketing,Operations Manager,Media,ameliamartinez@example.com,United Kingdom
+Elijah Gonzalez,BrightLayer Systems,Marketing,Head of Growth,Aerospace,elijah-gonzalez@example.com,Belgium
+Logan Rodriguez,BrightCore Analytics,Marketing,VP Strategy,Media,logan-rodriguez@example.com,Italy
+Logan Miller,CloudLayer Networks,Marketing,VP Operations,Insurance,l.miller@example.com,South Korea
+Mason Williams,VertexLogic Industries,Marketing,Operations Director,Real Estate,mason.williams@example.com,Spain
+Amelia Rodriguez,SilverVision Systems,Marketing,Founder,Technology,ameliarodriguez@example.com,Belgium