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README.md

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+
+# Business Contact Dataset Structure – Italy Business 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
+Department
+Job Title
+Industry
+Company Size
+Email
+Country
+
+## Dataset Size
+
+Train rows: ~118  
+Test rows: ~30
+
+## Applications
+
+• marketing analytics experiments  
+• CRM database testing  
+• machine learning pipelines  
+
+## Synthetic Data
+
+All records were generated synthetically.
+
+## Keywords
+
+business contact data
+CRM contact dataset
+B2B marketing dataset
+synthetic CRM data
+tabular marketing dataset
+
+## Related Datasets
+
+Italy Consumer Email Database
+Bangladesh Consumer Email List
+Hong Kong Consumer Mailing List
+
+## Dataset Source
+
+For a professional dataset covering this audience see:
+
+https://leadsblue.com/leads/italy-business-email-leads-database/
+
+## License
+
+CC0

dataset_infos.json

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+{
+  "pretty_name": "Synthetic B2B Contact Dataset - Italy Business Email List",
+  "dataset_name": "italy-business-dataset",
+  "description": "Synthetic B2B contact dataset representing professionals associated with italy business email list. Designed for CRM testing, analytics pipelines, and machine learning experiments.",
+  "homepage": "https://leadsblue.com/leads/italy-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,Department,Job Title,Industry,Company Size,Email,Country
+Avery,Garcia,QuantumVision Systems,Marketing,Sales Manager,Hospitality,51-200,a.garcia@example.com,Singapore
+Mason,Jackson,IronEdge Technologies,Marketing,VP Strategy,Construction,201-500,m.jackson@example.com,Argentina
+Daniel,Miller,CoreLogic Analytics,Marketing,Business Analyst,Advertising,11-50,daniel_miller@example.com,Spain
+Sophia,Garcia,IronVision Group,Marketing,Sales Manager,Logistics,1-10,sophia_garcia@example.com,Australia
+Daniel,Anderson,FutureVision Consulting,Marketing,Chief Financial Officer,Cloud Computing,1-10,danielanderson@example.com,South Africa
+Emma,Jones,VisionLayer Networks,Marketing,Operations Director,Consulting,201-500,emmaj@example.com,India
+Harper,Johnson,IronLogic Software,Marketing,Account Executive,Pharmaceuticals,201-500,harperjohnson@example.com,Denmark
+Emma,Thomas,VisionCore Labs,Marketing,Strategy Manager,Education,51-200,emma-thomas@example.com,Germany
+Logan,Robinson,BlueFlow Systems,Marketing,VP Operations,Technology,51-200,logan-robinson@example.com,United Kingdom
+Charlotte,Martinez,AlphaVision Software,Marketing,Head of Growth,Energy,500+,charlottem@example.com,Finland
+Emily,Davis,BlueVision Technologies,Marketing,Chief Financial Officer,Media,51-200,emilydavis@example.com,Switzerland
+Daniel,Rodriguez,GlobalBridge Networks,Marketing,Account Executive,Retail,1-10,daniel.rodriguez@example.com,Germany
+Emma,Perez,DynamicPulse Systems,Marketing,Product Manager,Biotechnology,201-500,emma-perez@example.com,United Kingdom
+Liam,Brown,GlobalBridge Group,Marketing,Growth Manager,Pharmaceuticals,500+,liamb@example.com,United States
+Michael,Ramirez,VisionBridge Industries,Marketing,Account Executive,Cybersecurity,11-50,michael-ramirez@example.com,New Zealand
+Charlotte,Garcia,CoreEdge Software,Marketing,Operations Director,Retail,51-200,c.garcia@example.com,Singapore
+Mateo,Wilson,NexaCore Analytics,Marketing,Head of Marketing,Media,1-10,mateow@example.com,Argentina
+Isabella,Taylor,AlphaBridge Solutions,Marketing,Chief Technology Officer,Cloud Computing,51-200,i.taylor@example.com,South Korea
+Camila,Martinez,PrimeEdge Software,Marketing,Data Analyst,Healthcare,201-500,camila_martinez@example.com,South Korea
+Isabella,Clark,NextEdge Analytics,Marketing,Operations Manager,Retail,201-500,isabellaclark@example.com,Norway
+Olivia,White,DynamicWave Technologies,Marketing,VP Operations,Biotechnology,11-50,oliviaw@example.com,Canada
+Olivia,Jackson,IronVision Software,Marketing,Operations Manager,Technology,201-500,olivia-jackson@example.com,New Zealand
+Daniel,Anderson,AlphaLayer Consulting,Marketing,Business Analyst,Real Estate,11-50,daniel-anderson@example.com,Italy
+Oliver,Miller,BrightPulse Labs,Marketing,Chief Executive Officer,Retail,51-200,oliver_miller@example.com,United States
+Harper,Brown,BlueEdge Systems,Marketing,Business Development Manager,Consulting,11-50,h.brown@example.com,Australia
+Logan,Williams,CoreCore Networks,Marketing,Head of Marketing,Cloud Computing,201-500,logan_williams@example.com,Sweden
+Mateo,White,CloudLogic Labs,Marketing,Digital Marketing Manager,Telecommunications,11-50,mateow@example.com,New Zealand
+Ethan,Brown,BlueCore Solutions,Marketing,Founder,Cybersecurity,500+,ethan-brown@example.com,United States
+Amelia,Lopez,SilverEdge Consulting,Marketing,Chief Marketing Officer,Hospitality,500+,amelial@example.com,Switzerland
+Abigail,Sanchez,AlphaVision Group,Marketing,Head of Marketing,Biotechnology,1-10,abigail.sanchez@example.com,Norway

train.csv

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+First Name,Last Name,Company,Department,Job Title,Industry,Company Size,Email,Country
+Elijah,Lewis,VisionBridge Analytics,Marketing,Operations Director,Transportation,1-10,elijahl@example.com,Germany
+Isabella,Sanchez,NexaVision Software,Marketing,Business Development Manager,Finance,201-500,isabellasanchez@example.com,Norway
+Noah,Brown,CoreCore Software,Marketing,Sales Manager,Transportation,500+,noahb@example.com,New Zealand
+Camila,Harris,VertexFlow Industries,Marketing,Head of Growth,Finance,1-10,camila-harris@example.com,Sweden
+Mason,Thompson,FutureBridge Software,Marketing,VP Marketing,Logistics,51-200,mason_thompson@example.com,India
+Benjamin,Thomas,BlueLogic Labs,Marketing,Operations Manager,Consulting,11-50,benjamin-thomas@example.com,Germany
+Aria,Hernandez,IronAxis Labs,Marketing,Head of Partnerships,Biotechnology,1-10,aria.hernandez@example.com,Italy
+Sebastian,Sanchez,BrightLogic Solutions,Marketing,Operations Director,Agriculture,11-50,sebastian_sanchez@example.com,Canada
+William,Sanchez,VisionCore Software,Marketing,Chief Marketing Officer,Education,11-50,william_sanchez@example.com,Argentina
+Liam,Garcia,CoreEdge Industries,Marketing,VP Marketing,Transportation,11-50,liamg@example.com,South Africa
+Alexander,Sanchez,QuantumAxis Software,Marketing,Sales Director,Consulting,51-200,alexander_sanchez@example.com,Germany
+Sebastian,Johnson,DynamicFlow Solutions,Marketing,Chief Marketing Officer,Healthcare,51-200,sebastian.johnson@example.com,Switzerland
+Noah,Hernandez,VisionAxis Networks,Marketing,VP Sales,Media,500+,noah-hernandez@example.com,Spain
+Benjamin,Johnson,FutureLogic Consulting,Marketing,Chief Revenue Officer,Retail,51-200,b.johnson@example.com,New Zealand
+James,Moore,IronLogic Software,Marketing,Data Analyst,Pharmaceuticals,500+,james_moore@example.com,New Zealand
+Ella,Johnson,AlphaLogic Technologies,Marketing,VP Marketing,Pharmaceuticals,201-500,ella_johnson@example.com,South Korea
+Mila,Perez,AlphaEdge Networks,Marketing,Revenue Operations Manager,Pharmaceuticals,11-50,milap@example.com,Mexico
+Liam,Taylor,AlphaCore Labs,Marketing,Chief Technology Officer,Biotechnology,201-500,liam.taylor@example.com,South Africa
+William,Anderson,CoreLogic Networks,Marketing,Head of Marketing,Manufacturing,500+,w.anderson@example.com,Norway
+Benjamin,Rodriguez,QuantumAxis Labs,Marketing,Operations Manager,Pharmaceuticals,1-10,benjaminrodriguez@example.com,Switzerland
+Isabella,Jones,FuturePulse Consulting,Marketing,Co-Founder,Hospitality,500+,isabella.jones@example.com,South Korea
+Avery,Gonzalez,DynamicFlow Solutions,Marketing,Founder,Manufacturing,201-500,averyg@example.com,South Korea
+Logan,Thompson,GlobalVision Analytics,Marketing,Revenue Operations Manager,Construction,201-500,logan-thompson@example.com,Denmark
+Luna,Lopez,SilverWave Industries,Marketing,Sales Director,Media,500+,luna.lopez@example.com,Mexico
+Sophia,Sanchez,BlueCore Solutions,Marketing,Account Executive,Marketing,201-500,sophia.sanchez@example.com,Singapore
+Sofia,Robinson,PrimePulse Networks,Marketing,VP Sales,Healthcare,500+,sofia.robinson@example.com,South Korea
+Liam,Smith,AlphaPulse Technologies,Marketing,Founder,Real Estate,1-10,l.smith@example.com,Finland
+Michael,Brown,DynamicCore Systems,Marketing,Chief Marketing Officer,Consulting,11-50,michaelb@example.com,United Kingdom
+Mason,Williams,NexaVision Software,Marketing,Business Development Manager,Media,201-500,mason-williams@example.com,United Kingdom
+Jackson,Perez,NextEdge Analytics,Marketing,Chief Executive Officer,Cloud Computing,51-200,j.perez@example.com,Norway
+Mila,Ramirez,NextEdge Solutions,Marketing,VP Marketing,Media,1-10,mila.ramirez@example.com,Spain
+Evelyn,Gonzalez,BrightCore Software,Marketing,Chief Financial Officer,Biotechnology,51-200,evelyn-gonzalez@example.com,Netherlands
+Amelia,White,DynamicPulse Systems,Marketing,Sales Manager,Aerospace,201-500,amelia-white@example.com,United Kingdom
+Aria,Jackson,BlueCore Networks,Marketing,Revenue Operations Manager,Biotechnology,11-50,aria.jackson@example.com,Switzerland
+Alexander,White,SilverPulse Analytics,Marketing,Chief Revenue Officer,Aerospace,1-10,alexander_white@example.com,United Kingdom
+Ava,Gonzalez,CloudAxis Systems,Marketing,Chief Financial Officer,Manufacturing,201-500,avagonzalez@example.com,Sweden
+Mason,Lopez,QuantumFlow Networks,Marketing,Digital Marketing Manager,Manufacturing,201-500,masonlopez@example.com,Argentina
+James,Garcia,AlphaLayer Networks,Marketing,Operations Manager,Energy,1-10,j.garcia@example.com,Singapore
+Abigail,Rodriguez,AlphaPulse Software,Marketing,CEO,Real Estate,51-200,abigail_rodriguez@example.com,Sweden
+Daniel,Garcia,VertexCore Software,Marketing,Head of Partnerships,Pharmaceuticals,11-50,d.garcia@example.com,Finland
+Mason,Ramirez,CloudFlow Technologies,Marketing,Chief Technology Officer,Automotive,1-10,mason-ramirez@example.com,Germany
+Lucas,Anderson,GlobalLayer Systems,Marketing,Marketing Manager,Hospitality,500+,lucas_anderson@example.com,Argentina
+Jacob,Thompson,FutureWave Group,Marketing,Account Executive,Education,1-10,jacob-thompson@example.com,New Zealand
+Alexander,Brown,CoreVision Solutions,Marketing,Strategy Manager,Manufacturing,1-10,alexander-brown@example.com,Netherlands
+Michael,Johnson,PrimeVision Technologies,Marketing,Sales Director,Cloud Computing,11-50,michael_johnson@example.com,Argentina
+Emily,Martinez,SilverEdge Analytics,Marketing,Operations Director,Construction,500+,emily-martinez@example.com,Netherlands
+Jacob,Wilson,NextAxis Systems,Marketing,Chief Revenue Officer,Manufacturing,11-50,jacob.wilson@example.com,United Kingdom
+Isabella,Miller,NorthCore Analytics,Marketing,Business Analyst,Real Estate,500+,isabella.miller@example.com,Italy
+Liam,Thompson,CloudPulse Networks,Marketing,Operations Director,Transportation,201-500,liam_thompson@example.com,Singapore
+Benjamin,Gonzalez,NorthWave Consulting,Marketing,Operations Manager,Advertising,11-50,benjamin-gonzalez@example.com,South Africa
+Ethan,Martinez,AlphaWave Software,Marketing,Revenue Operations Manager,Agriculture,51-200,ethanmartinez@example.com,Belgium
+Charlotte,Anderson,DynamicCore Software,Marketing,Product Manager,Transportation,1-10,charlotte.anderson@example.com,Germany
+Abigail,Johnson,BlueBridge Software,Marketing,Data Analyst,Technology,1-10,a.johnson@example.com,Netherlands
+Avery,Williams,GlobalWave Industries,Marketing,Business Analyst,Advertising,1-10,averyw@example.com,Finland
+Elizabeth,Clark,CoreBridge Systems,Marketing,Head of Growth,Insurance,500+,elizabeth_clark@example.com,Spain
+Lucas,Hernandez,NexaEdge Industries,Marketing,VP Marketing,Transportation,11-50,lucashernandez@example.com,Brazil
+Lucas,Perez,NexaLayer Labs,Marketing,Data Analyst,Consulting,500+,lucasp@example.com,Argentina
+Liam,Moore,BluePulse Solutions,Marketing,Marketing Manager,Education,1-10,liammoore@example.com,Argentina
+Evelyn,Garcia,DynamicEdge Labs,Marketing,Revenue Operations Manager,Advertising,11-50,e.garcia@example.com,Norway
+Liam,Thomas,BrightPulse Labs,Marketing,Operations Director,Agriculture,1-10,liam-thomas@example.com,Norway
+Michael,Jackson,PrimeCore Group,Marketing,Product Manager,Real Estate,500+,michaeljackson@example.com,United Kingdom
+Ethan,Thomas,AlphaCore Labs,Marketing,VP Sales,Real Estate,1-10,ethanthomas@example.com,Germany
+James,Lee,AlphaWave Analytics,Marketing,Founder,Cloud Computing,201-500,j.lee@example.com,India
+Isabella,Garcia,VertexEdge Technologies,Marketing,Chief Technology Officer,Consulting,11-50,isabellagarcia@example.com,South Africa
+Ethan,Moore,BlueLayer Labs,Marketing,VP Sales,Logistics,51-200,ethan_moore@example.com,Norway
+Charlotte,Wilson,IronEdge Software,Marketing,Account Executive,Finance,51-200,charlotte-wilson@example.com,New Zealand
+Benjamin,Davis,NexaWave Systems,Marketing,VP Strategy,Real Estate,201-500,benjamin-davis@example.com,Finland
+Michael,Clark,VertexLayer Industries,Marketing,Chief Revenue Officer,Manufacturing,500+,michaelc@example.com,Australia
+Noah,Rodriguez,QuantumFlow Labs,Marketing,Chief Technology Officer,Retail,51-200,noah-rodriguez@example.com,France
+Elizabeth,Thompson,PrimeCore Industries,Marketing,Operations Manager,Energy,1-10,elizabetht@example.com,South Korea
+Avery,Martinez,FutureVision Systems,Marketing,Data Analyst,Manufacturing,500+,avery.martinez@example.com,Brazil
+Harper,Harris,CloudPulse Labs,Marketing,Revenue Operations Manager,Cybersecurity,500+,harperharris@example.com,Argentina
+Abigail,Williams,SilverVision Group,Marketing,VP Operations,Telecommunications,11-50,abigail-williams@example.com,New Zealand
+Camila,Taylor,NextLogic Analytics,Marketing,Sales Manager,Energy,51-200,camilat@example.com,South Korea
+Daniel,Ramirez,VisionVision Industries,Marketing,Head of Marketing,Finance,500+,danielr@example.com,Switzerland
+William,Taylor,NextFlow Systems,Marketing,Founder,Retail,1-10,w.taylor@example.com,United Kingdom
+Henry,Jackson,VisionBridge Group,Marketing,VP Operations,Aerospace,1-10,henry.jackson@example.com,South Korea
+Levi,Taylor,FutureFlow Analytics,Marketing,Operations Director,Logistics,11-50,l.taylor@example.com,Netherlands
+James,Harris,VertexVision Industries,Marketing,Chief Financial Officer,Transportation,11-50,jamesharris@example.com,Mexico
+Logan,Lopez,DynamicVision Labs,Marketing,Marketing Director,Advertising,201-500,logan-lopez@example.com,United Kingdom
+Ella,White,BlueEdge Networks,Marketing,VP Operations,Manufacturing,51-200,ella_white@example.com,Belgium
+Elijah,Hernandez,CloudVision Technologies,Marketing,Sales Manager,Technology,51-200,elijahhernandez@example.com,New Zealand
+Sophia,Lee,DynamicLogic Industries,Marketing,Chief Revenue Officer,Logistics,1-10,s.lee@example.com,France
+Abigail,Wilson,AlphaWave Technologies,Marketing,Sales Manager,Transportation,500+,abigailwilson@example.com,Belgium
+Elizabeth,Robinson,BrightLayer Labs,Marketing,Marketing Manager,Consulting,500+,elizabeth_robinson@example.com,New Zealand
+Mia,Anderson,BlueWave Analytics,Marketing,Strategy Manager,Insurance,51-200,miaanderson@example.com,Argentina
+Charlotte,Johnson,AlphaVision Analytics,Marketing,VP Marketing,Cloud Computing,201-500,charlotte_johnson@example.com,Singapore
+Evelyn,Lopez,DynamicVision Solutions,Marketing,Marketing Director,Insurance,500+,evelyn_lopez@example.com,Finland
+Aria,Clark,CoreFlow Networks,Marketing,Sales Manager,Advertising,201-500,aria-clark@example.com,Germany
+Alexander,White,DynamicPulse Group,Marketing,Digital Marketing Manager,Biotechnology,11-50,alexanderwhite@example.com,South Korea
+Alexander,Brown,VisionLayer Systems,Marketing,Data Analyst,Insurance,51-200,alexanderbrown@example.com,Argentina
+Ava,Wilson,BrightLogic Systems,Marketing,Revenue Operations Manager,Consulting,500+,avawilson@example.com,Norway
+Alexander,Jones,BlueLayer Software,Marketing,VP Marketing,Agriculture,11-50,a.jones@example.com,Finland
+Charlotte,Anderson,BrightBridge Systems,Marketing,Data Analyst,Insurance,11-50,charlotte-anderson@example.com,Denmark
+Daniel,Thomas,VisionLayer Solutions,Marketing,Digital Marketing Manager,Pharmaceuticals,500+,d.thomas@example.com,United States
+Emma,Smith,GlobalCore Group,Marketing,Operations Director,Consulting,500+,emmasmith@example.com,Japan
+Aria,Miller,QuantumPulse Industries,Marketing,Product Manager,Insurance,51-200,aria_miller@example.com,Australia
+Ethan,Davis,BlueCore Solutions,Marketing,Chief Executive Officer,Pharmaceuticals,201-500,ethandavis@example.com,Singapore
+James,Rodriguez,NexaCore Solutions,Marketing,Account Executive,Education,500+,james.rodriguez@example.com,South Korea
+Elijah,Gonzalez,NexaAxis Networks,Marketing,Operations Director,Advertising,51-200,elijah-gonzalez@example.com,Germany
+Benjamin,Miller,CoreWave Software,Marketing,Chief Revenue Officer,Finance,51-200,benjamin-miller@example.com,Australia
+James,Johnson,NexaWave Software,Marketing,Business Analyst,Biotechnology,11-50,james-johnson@example.com,Denmark
+Abigail,Robinson,DynamicAxis Group,Marketing,VP Sales,Marketing,1-10,abigailrobinson@example.com,United States
+Ethan,Moore,IronCore Labs,Marketing,Business Analyst,Automotive,500+,e.moore@example.com,Canada
+Emily,Johnson,QuantumBridge Systems,Marketing,Head of Growth,Real Estate,1-10,e.johnson@example.com,Finland
+James,Smith,NextLogic Software,Marketing,Co-Founder,Real Estate,201-500,jamess@example.com,United Arab Emirates
+Ava,Robinson,VisionEdge Software,Marketing,Business Analyst,Real Estate,1-10,avar@example.com,Netherlands
+Michael,Rodriguez,QuantumPulse Group,Marketing,VP Strategy,Pharmaceuticals,11-50,m.rodriguez@example.com,Germany
+Amelia,Davis,NorthEdge Consulting,Marketing,Sales Director,Logistics,500+,amelia_davis@example.com,South Korea
+Michael,Ramirez,VertexAxis Solutions,Marketing,Business Development Manager,Cybersecurity,51-200,michaelramirez@example.com,Australia
+Jacob,Garcia,GlobalWave Software,Marketing,Growth Manager,Agriculture,51-200,jacobgarcia@example.com,Singapore
+James,Lewis,SilverCore Systems,Marketing,Head of Growth,Technology,1-10,james-lewis@example.com,South Korea
+Abigail,Ramirez,CoreWave Industries,Marketing,VP Marketing,Advertising,11-50,abigail-ramirez@example.com,Norway
+Ethan,Robinson,IronLayer Software,Marketing,Digital Marketing Manager,Automotive,201-500,ethan.robinson@example.com,France
+William,Jones,CoreFlow Systems,Marketing,Sales Director,Advertising,51-200,williamjones@example.com,Sweden
+Mason,Garcia,FutureVision Industries,Marketing,VP Sales,Media,1-10,m.garcia@example.com,Switzerland
+Henry,Lewis,NorthWave Technologies,Marketing,Account Executive,Energy,1-10,henry.lewis@example.com,Germany
+Evelyn,Clark,CoreVision Consulting,Marketing,Business Development Manager,Technology,11-50,e.clark@example.com,United States