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README.md

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+
+# Business Contact Dataset Structure – Saudi Arabia Consumer Email List
+
+## Overview
+
+This dataset provides a synthetic example of how business contact databases are structured for CRM systems and marketing analytics platforms.
+
+## Dataset Columns
+
+First Name
+Last Name
+Company
+Job Title
+Industry
+Email
+Country
+
+## Dataset Size
+
+Train rows: ~148  
+Test rows: ~38
+
+## Applications
+
+• marketing analytics experiments  
+• CRM database testing  
+• machine learning pipelines  
+
+## Synthetic Data
+
+All records were generated synthetically.
+
+## Keywords
+
+contact database schema
+business dataset structure
+marketing analytics data
+synthetic contact records
+B2B dataset example
+
+## Related Datasets
+
+Togo Business Email List
+New Jersey Business Email List
+South Carolina Business Email List
+
+## Dataset Source
+
+For a professional dataset covering this audience see:
+
+https://leadsblue.com/leads/saudiarabia-consumer-email-database/
+
+## License
+
+CC0

dataset_infos.json

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+{
+  "pretty_name": "Synthetic B2B Contact Dataset - Saudi Arabia Consumer Email List",
+  "dataset_name": "saudi-arabia-consumer-dataset",
+  "description": "Synthetic B2B contact dataset representing professionals associated with saudi arabia consumer email list. Designed for CRM testing, analytics pipelines, and machine learning experiments.",
+  "homepage": "https://leadsblue.com/leads/saudiarabia-consumer-email-database/",
+  "license": "cc0",
+  "tags": [
+    "tabular-data",
+    "synthetic-data",
+    "marketing-analytics",
+    "business-data",
+    "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,Email,Country
+Benjamin,Clark,BrightBridge Software,CEO,Agriculture,benjamin-clark@example.com,Singapore
+Jacob,Smith,DynamicVision Software,Founder,Agriculture,j.smith@example.com,South Korea
+Abigail,Perez,NexaBridge Consulting,Sales Director,Automotive,abigailperez@example.com,Netherlands
+Henry,Lopez,AlphaLogic Networks,VP Strategy,Finance,henryl@example.com,Brazil
+Noah,Garcia,DynamicCore Technologies,Chief Executive Officer,Telecommunications,noah.garcia@example.com,Germany
+Abigail,Johnson,NexaCore Technologies,Sales Manager,Manufacturing,a.johnson@example.com,Sweden
+Harper,Lopez,SilverCore Group,Revenue Operations Manager,Telecommunications,harper_lopez@example.com,United Arab Emirates
+Mila,Lewis,NextPulse Systems,Business Analyst,Marketing,milal@example.com,New Zealand
+Sofia,Ramirez,IronCore Analytics,Chief Financial Officer,Insurance,sofia.ramirez@example.com,Brazil
+Luna,Miller,GlobalFlow Technologies,VP Operations,Cloud Computing,lunam@example.com,Norway
+Benjamin,Jones,FuturePulse Systems,Chief Marketing Officer,Cloud Computing,benjamin-jones@example.com,Argentina
+Lucas,Lopez,CoreVision Networks,Revenue Operations Manager,Technology,lucas_lopez@example.com,Finland
+Isabella,Lewis,IronBridge Industries,CEO,Education,isabella_lewis@example.com,Spain
+Abigail,Martin,AlphaVision Group,VP Strategy,Aerospace,abigail.martin@example.com,Denmark
+Aria,Moore,QuantumLogic Labs,VP Sales,Hospitality,aria_moore@example.com,Spain
+Sophia,Smith,PrimeLayer Networks,Chief Financial Officer,Construction,sophias@example.com,Germany
+Amelia,Hernandez,NorthCore Software,Chief Financial Officer,Automotive,amelia.hernandez@example.com,South Africa
+Aria,Perez,SilverEdge Software,Business Development Manager,Education,aria_perez@example.com,Mexico
+Oliver,Brown,NexaFlow Technologies,Chief Financial Officer,Consulting,oliver-brown@example.com,Finland
+Mateo,Lee,NextWave Industries,Founder,Construction,mateo-lee@example.com,Germany
+Benjamin,Gonzalez,PrimeBridge Networks,VP Strategy,Cloud Computing,b.gonzalez@example.com,Japan
+Alexander,Hernandez,GlobalFlow Labs,Founder,Advertising,alexanderh@example.com,United Kingdom
+Elizabeth,White,VertexEdge Group,Data Analyst,Cybersecurity,elizabeth-white@example.com,Italy
+James,White,CoreWave Systems,Head of Partnerships,Construction,james_white@example.com,Mexico
+Evelyn,White,FutureLogic Consulting,VP Sales,Aerospace,evelyn_white@example.com,New Zealand
+Lucas,Lewis,VertexLayer Technologies,Growth Manager,Pharmaceuticals,lucasl@example.com,United Arab Emirates
+Harper,Lee,IronEdge Software,Growth Manager,Insurance,harper_lee@example.com,Canada
+Henry,Taylor,NextCore Solutions,Chief Financial Officer,Manufacturing,h.taylor@example.com,Argentina
+Aria,Jackson,NorthCore Networks,Head of Partnerships,Technology,ariajackson@example.com,Finland
+Emma,Moore,BlueVision Industries,Operations Director,Pharmaceuticals,emma.moore@example.com,Sweden
+Levi,Anderson,NorthPulse Analytics,Revenue Operations Manager,Consulting,levia@example.com,France
+Charlotte,Smith,BrightCore Analytics,Marketing Director,Logistics,charlotte_smith@example.com,Denmark
+Mateo,Lopez,DynamicBridge Technologies,Marketing Director,Biotechnology,mateol@example.com,Argentina
+Mila,Robinson,CoreEdge Software,Digital Marketing Manager,Consulting,mila-robinson@example.com,Canada
+Levi,Smith,NextPulse Technologies,Co-Founder,Technology,l.smith@example.com,Norway
+Noah,Jackson,NextWave Labs,Chief Marketing Officer,Manufacturing,noahj@example.com,Spain
+Mateo,Jackson,BluePulse Labs,Operations Manager,Consulting,mateo-jackson@example.com,Canada
+Avery,White,NorthVision Software,Head of Partnerships,Retail,avery-white@example.com,Sweden

train.csv

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+First Name,Last Name,Company,Job Title,Industry,Email,Country
+Emma,Perez,SilverCore Industries,Product Manager,Cloud Computing,e.perez@example.com,Australia
+Lucas,Hernandez,VertexCore Group,Co-Founder,Technology,lucas-hernandez@example.com,Argentina
+Evelyn,Smith,IronWave Labs,Marketing Manager,Insurance,e.smith@example.com,Spain
+Noah,Martinez,NorthLayer Solutions,Digital Marketing Manager,Energy,n.martinez@example.com,Sweden
+Amelia,Sanchez,AlphaWave Analytics,Business Analyst,Agriculture,amelia-sanchez@example.com,Singapore
+Jackson,Hernandez,BlueBridge Networks,Marketing Director,Manufacturing,jackson.hernandez@example.com,United Arab Emirates
+Abigail,Williams,VisionBridge Consulting,Revenue Operations Manager,Retail,abigailw@example.com,Germany
+Jackson,Hernandez,FutureLayer Networks,Sales Manager,Marketing,jackson.hernandez@example.com,New Zealand
+William,Jones,GlobalAxis Technologies,Head of Growth,Agriculture,william_jones@example.com,Japan
+Ethan,Gonzalez,FutureBridge Analytics,Chief Revenue Officer,Agriculture,ethan.gonzalez@example.com,United Arab Emirates
+James,Sanchez,NexaLayer Group,Operations Manager,Automotive,james_sanchez@example.com,Sweden
+Olivia,Jackson,GlobalLayer Software,Data Analyst,Aerospace,olivia_jackson@example.com,United States
+Logan,Thomas,FutureLayer Analytics,CEO,Retail,logan.thomas@example.com,Canada
+Olivia,Gonzalez,GlobalEdge Technologies,Chief Executive Officer,Telecommunications,oliviag@example.com,South Africa
+Olivia,Lee,CoreCore Labs,Chief Technology Officer,Transportation,olivia.lee@example.com,Singapore
+William,Harris,AlphaCore Group,Chief Financial Officer,Energy,williamharris@example.com,Finland
+Mateo,Sanchez,NexaFlow Networks,CEO,Telecommunications,mateos@example.com,South Africa
+Amelia,Davis,GlobalVision Analytics,Business Development Manager,Construction,amelia-davis@example.com,Belgium
+Isabella,Harris,IronEdge Systems,Head of Growth,Agriculture,isabella.harris@example.com,France
+Michael,Davis,VertexVision Group,Digital Marketing Manager,Healthcare,m.davis@example.com,Belgium
+James,Wilson,VisionBridge Software,Marketing Manager,Construction,james.wilson@example.com,Brazil
+Alexander,Lopez,GlobalLogic Consulting,VP Sales,Technology,alexander-lopez@example.com,South Africa
+Alexander,Anderson,AlphaAxis Group,Business Analyst,Insurance,a.anderson@example.com,Norway
+Jackson,Taylor,AlphaCore Labs,Marketing Manager,Telecommunications,j.taylor@example.com,Belgium
+Avery,Perez,BrightLogic Labs,Chief Financial Officer,Real Estate,averyperez@example.com,Italy
+Oliver,Wilson,SilverAxis Consulting,Digital Marketing Manager,Telecommunications,oliverw@example.com,South Africa
+Camila,Lopez,SilverWave Systems,Marketing Manager,Construction,camilal@example.com,Argentina
+Oliver,Thompson,GlobalAxis Software,Chief Financial Officer,Education,o.thompson@example.com,Netherlands
+Liam,Sanchez,VertexLogic Solutions,Operations Director,Automotive,liams@example.com,India
+James,Smith,SilverEdge Solutions,Data Analyst,Insurance,james_smith@example.com,Belgium
+Daniel,Johnson,CloudLogic Labs,Marketing Manager,Automotive,daniel.johnson@example.com,New Zealand
+Luna,Garcia,VisionBridge Analytics,Co-Founder,Consulting,luna-garcia@example.com,France
+Sebastian,Williams,AlphaWave Analytics,Co-Founder,Automotive,s.williams@example.com,South Korea
+William,Garcia,VertexLogic Group,Chief Revenue Officer,Real Estate,w.garcia@example.com,France
+Emily,Ramirez,NexaLogic Industries,Chief Marketing Officer,Logistics,emily-ramirez@example.com,Brazil
+Benjamin,Clark,NorthFlow Technologies,Business Development Manager,Aerospace,benjamin-clark@example.com,Finland
+Aria,Sanchez,BrightLogic Software,Chief Executive Officer,Transportation,aria-sanchez@example.com,France
+Harper,Martinez,VertexLogic Industries,Founder,Construction,harperm@example.com,United Kingdom
+Abigail,Clark,CoreLogic Networks,Business Analyst,Energy,abigail.clark@example.com,South Africa
+Ethan,Perez,SilverLayer Technologies,Marketing Director,Construction,ethanperez@example.com,Mexico
+Daniel,Harris,NextLayer Technologies,Founder,Cybersecurity,daniel-harris@example.com,United States
+Abigail,Lee,NorthWave Software,Account Executive,Construction,abigaill@example.com,France
+Mila,Davis,QuantumFlow Group,Operations Manager,Education,miladavis@example.com,United Arab Emirates
+Benjamin,Harris,QuantumFlow Software,Head of Marketing,Cloud Computing,benjamin.harris@example.com,Finland
+Mason,Perez,NexaWave Labs,VP Marketing,Technology,masonp@example.com,Belgium
+Evelyn,Moore,BluePulse Labs,Chief Marketing Officer,Finance,evelyn-moore@example.com,Spain
+Sebastian,White,QuantumLogic Software,Data Analyst,Real Estate,sebastianw@example.com,South Korea
+Elijah,Smith,AlphaWave Systems,Head of Partnerships,Cybersecurity,elijah_smith@example.com,India
+William,Brown,BlueWave Group,Sales Manager,Biotechnology,william.brown@example.com,Singapore
+Sophia,Moore,SilverAxis Technologies,Operations Director,Energy,sophia-moore@example.com,Finland
+Jackson,Martinez,AlphaBridge Software,Head of Partnerships,Aerospace,jacksonm@example.com,Brazil
+Sofia,Lewis,VertexLayer Analytics,Sales Director,Healthcare,sofia-lewis@example.com,Germany
+Emma,Rodriguez,SilverBridge Networks,Chief Executive Officer,Automotive,emma.rodriguez@example.com,India
+Aria,Robinson,NexaLayer Consulting,CEO,Insurance,aria.robinson@example.com,South Africa
+Michael,White,CoreCore Analytics,VP Operations,Transportation,michael.white@example.com,Argentina
+Ethan,Jackson,NexaLayer Networks,VP Strategy,Cloud Computing,e.jackson@example.com,Mexico
+Mateo,Rodriguez,NextCore Consulting,Founder,Logistics,mateo-rodriguez@example.com,Spain
+Henry,Jackson,VisionWave Group,Data Analyst,Automotive,h.jackson@example.com,Sweden
+Sofia,Gonzalez,NextPulse Networks,Business Development Manager,Hospitality,sofia.gonzalez@example.com,United States
+Ethan,Moore,NextLayer Solutions,VP Marketing,Finance,ethanm@example.com,Netherlands
+Benjamin,Gonzalez,GlobalFlow Group,Business Development Manager,Finance,b.gonzalez@example.com,Denmark
+Alexander,Moore,CoreCore Software,Revenue Operations Manager,Marketing,alexanderm@example.com,Australia
+Olivia,Martinez,FuturePulse Systems,Account Executive,Construction,oliviamartinez@example.com,Spain
+Oliver,Brown,VisionBridge Consulting,Marketing Manager,Technology,oliver_brown@example.com,Italy
+Jackson,Clark,BrightWave Networks,Head of Partnerships,Cybersecurity,jacksonc@example.com,South Africa
+Olivia,Brown,NextEdge Analytics,Chief Financial Officer,Logistics,oliviab@example.com,Belgium
+Isabella,Brown,AlphaAxis Labs,Co-Founder,Marketing,isabellabrown@example.com,Canada
+Charlotte,Rodriguez,BrightFlow Consulting,Chief Technology Officer,Construction,charlotterodriguez@example.com,United Arab Emirates
+William,Miller,CoreAxis Solutions,Marketing Director,Agriculture,william.miller@example.com,Brazil
+William,Harris,CloudWave Group,CEO,Telecommunications,williamharris@example.com,Denmark
+Benjamin,White,IronPulse Industries,Head of Marketing,Biotechnology,benjaminwhite@example.com,Netherlands
+Luna,Miller,QuantumFlow Solutions,Business Development Manager,Telecommunications,l.miller@example.com,Argentina
+Avery,Harris,GlobalBridge Consulting,Chief Technology Officer,Aerospace,avery-harris@example.com,Argentina
+Mason,Anderson,AlphaVision Systems,Head of Marketing,Logistics,mason.anderson@example.com,Sweden
+Sophia,Hernandez,NexaVision Industries,Digital Marketing Manager,Transportation,sophia_hernandez@example.com,France
+Levi,Davis,GlobalCore Solutions,Sales Director,Retail,levi-davis@example.com,Canada
+Isabella,Smith,VertexCore Technologies,Business Development Manager,Aerospace,isabellas@example.com,India
+Benjamin,Rodriguez,CloudBridge Networks,Revenue Operations Manager,Cybersecurity,benjamin.rodriguez@example.com,Canada
+James,Thompson,NextBridge Consulting,Head of Growth,Aerospace,james_thompson@example.com,Finland
+Mason,Martinez,GlobalPulse Consulting,VP Strategy,Transportation,mason_martinez@example.com,Norway
+Logan,White,BlueLogic Networks,Marketing Director,Finance,logan-white@example.com,Germany
+Henry,Miller,CoreLayer Analytics,Chief Revenue Officer,Telecommunications,henry.miller@example.com,United Kingdom
+Avery,Jackson,IronPulse Networks,Chief Revenue Officer,Transportation,avery-jackson@example.com,Mexico
+Camila,Davis,BrightWave Consulting,Head of Partnerships,Finance,c.davis@example.com,Sweden
+Ella,Anderson,GlobalVision Technologies,Digital Marketing Manager,Marketing,ella.anderson@example.com,Japan
+Isabella,Miller,VisionEdge Labs,VP Operations,Marketing,isabellam@example.com,Germany
+Mila,Harris,PrimeLogic Analytics,VP Marketing,Pharmaceuticals,m.harris@example.com,Spain
+Ethan,Moore,VisionLayer Consulting,VP Marketing,Manufacturing,ethan-moore@example.com,Sweden
+Ava,Clark,SilverPulse Technologies,Operations Manager,Hospitality,ava_clark@example.com,India
+Emily,Clark,AlphaCore Technologies,Head of Partnerships,Real Estate,emily.clark@example.com,India
+Avery,Hernandez,BrightLogic Group,Head of Marketing,Agriculture,avery-hernandez@example.com,Italy
+Jacob,Perez,IronVision Industries,Chief Marketing Officer,Media,jacob_perez@example.com,United States
+Sebastian,Lopez,BrightEdge Labs,Chief Marketing Officer,Cloud Computing,sebastianlopez@example.com,Italy
+Ava,Garcia,CloudAxis Consulting,Marketing Director,Healthcare,avag@example.com,Belgium
+Isabella,Thompson,BlueWave Analytics,Account Executive,Consulting,isabella_thompson@example.com,France
+Levi,Brown,BrightWave Solutions,Sales Director,Manufacturing,levi.brown@example.com,Mexico
+Mia,Brown,NorthFlow Consulting,Revenue Operations Manager,Construction,miabrown@example.com,Sweden
+Michael,Smith,VertexPulse Systems,Data Analyst,Advertising,michaels@example.com,Netherlands
+Oliver,Gonzalez,BrightLayer Technologies,Head of Marketing,Pharmaceuticals,oliver.gonzalez@example.com,Canada
+Mila,Sanchez,QuantumCore Consulting,Chief Technology Officer,Education,mila.sanchez@example.com,Finland
+Mia,Lewis,VisionPulse Group,Head of Partnerships,Finance,mia_lewis@example.com,South Africa
+Ava,Johnson,VisionBridge Industries,Chief Revenue Officer,Finance,ava.johnson@example.com,Australia
+Luna,Lewis,VisionLogic Consulting,Head of Marketing,Hospitality,l.lewis@example.com,India
+Noah,Clark,CloudCore Solutions,Strategy Manager,Real Estate,noah.clark@example.com,New Zealand
+Charlotte,Lopez,FuturePulse Analytics,Revenue Operations Manager,Pharmaceuticals,charlotte.lopez@example.com,New Zealand
+Ethan,Martin,QuantumWave Industries,VP Marketing,Advertising,ethanmartin@example.com,South Africa
+Ava,Sanchez,BlueFlow Systems,Sales Director,Cloud Computing,ava-sanchez@example.com,Finland
+Mila,Sanchez,FuturePulse Consulting,Chief Marketing Officer,Healthcare,mila_sanchez@example.com,South Africa
+Camila,Lewis,SilverVision Analytics,Marketing Manager,Transportation,camila_lewis@example.com,Belgium
+Daniel,Anderson,VisionWave Industries,Head of Marketing,Transportation,daniel-anderson@example.com,Sweden
+William,Robinson,DynamicCore Analytics,Chief Marketing Officer,Manufacturing,william_robinson@example.com,Brazil
+Jacob,Smith,GlobalWave Group,VP Operations,Pharmaceuticals,jacobsmith@example.com,Argentina
+Mateo,Gonzalez,NextBridge Software,Chief Revenue Officer,Healthcare,mateogonzalez@example.com,United Kingdom
+Elizabeth,Jones,BlueCore Industries,Founder,Transportation,elizabeth.jones@example.com,United Kingdom
+Mila,Harris,NorthPulse Labs,Revenue Operations Manager,Energy,m.harris@example.com,Singapore
+Olivia,Thompson,BrightLogic Group,CEO,Media,olivia_thompson@example.com,United Kingdom
+Amelia,White,DynamicBridge Industries,Head of Partnerships,Retail,ameliaw@example.com,India
+Abigail,Davis,BlueFlow Industries,Head of Growth,Media,abigail_davis@example.com,United States
+Noah,Thomas,VisionFlow Solutions,Digital Marketing Manager,Insurance,noah-thomas@example.com,Denmark
+Avery,Wilson,QuantumWave Software,Founder,Retail,averyw@example.com,Germany
+William,Garcia,QuantumEdge Solutions,Business Development Manager,Real Estate,william_garcia@example.com,Spain
+Sofia,Garcia,NextLogic Systems,Marketing Director,Automotive,s.garcia@example.com,United Kingdom
+Sophia,Jackson,NexaCore Systems,Product Manager,Healthcare,sophia-jackson@example.com,South Korea
+Henry,Ramirez,SilverVision Industries,Chief Financial Officer,Hospitality,henry_ramirez@example.com,South Korea
+Sofia,Smith,NexaCore Consulting,Digital Marketing Manager,Advertising,s.smith@example.com,Switzerland
+Ella,Johnson,SilverVision Solutions,Marketing Manager,Insurance,ella_johnson@example.com,Belgium
+William,Smith,VisionLogic Labs,Founder,Marketing,w.smith@example.com,Switzerland
+Mila,Martinez,IronLogic Analytics,Account Executive,Biotechnology,m.martinez@example.com,Germany
+Lucas,Robinson,NexaEdge Labs,Revenue Operations Manager,Insurance,lucasr@example.com,United Arab Emirates
+Harper,Martinez,IronPulse Solutions,Marketing Director,Aerospace,harper.martinez@example.com,Argentina
+Abigail,Rodriguez,CoreBridge Analytics,Chief Technology Officer,Energy,abigailr@example.com,New Zealand
+James,Hernandez,NorthWave Labs,Chief Revenue Officer,Media,j.hernandez@example.com,South Africa
+Isabella,Gonzalez,SilverCore Software,Head of Partnerships,Hospitality,isabella_gonzalez@example.com,Japan
+Benjamin,Thompson,CloudFlow Industries,CEO,Finance,benjaminthompson@example.com,Argentina
+Ava,Miller,QuantumLayer Consulting,Co-Founder,Agriculture,a.miller@example.com,New Zealand
+Emma,Gonzalez,CloudAxis Networks,Growth Manager,Cloud Computing,emma_gonzalez@example.com,Mexico
+Mateo,Wilson,NexaCore Analytics,Head of Partnerships,Healthcare,mateow@example.com,India
+Avery,Lewis,NextCore Labs,VP Marketing,Telecommunications,a.lewis@example.com,South Korea
+Sofia,Ramirez,CoreBridge Industries,Chief Technology Officer,Construction,sofiar@example.com,Norway
+Harper,Clark,IronCore Systems,Operations Manager,Education,harper_clark@example.com,United Kingdom
+Lucas,Rodriguez,IronAxis Labs,Chief Revenue Officer,Construction,lucasrodriguez@example.com,Canada
+Sophia,Perez,AlphaAxis Software,Chief Financial Officer,Finance,s.perez@example.com,Australia
+Elizabeth,Thompson,VisionVision Group,Operations Manager,Agriculture,elizabeth_thompson@example.com,Norway
+Michael,Lopez,VertexAxis Industries,Growth Manager,Marketing,michael_lopez@example.com,India
+Harper,Thompson,AlphaVision Industries,Business Analyst,Advertising,harper.thompson@example.com,India
+Olivia,Smith,NextPulse Group,Head of Growth,Telecommunications,olivia-smith@example.com,Canada
+Oliver,Thompson,NextFlow Networks,VP Operations,Marketing,olivert@example.com,South Africa
+Elizabeth,Clark,DynamicCore Labs,Head of Partnerships,Energy,elizabeth-clark@example.com,South Korea