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README.md

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+
+# Synthetic B2B Contact Dataset – Switzerland Business Email List
+
+## Dataset Description
+
+This dataset contains synthetic business contact records representing professionals associated with switzerland business email list.
+
+Datasets like this are commonly used for:
+
+• CRM testing environments  
+• marketing analytics workflows  
+• machine learning experiments  
+• database schema validation  
+
+## Dataset Structure
+
+Columns included in the dataset:
+
+First Name
+Last Name
+Company
+Job Title
+Industry
+Lead Score
+Email
+Country
+
+## Dataset Size
+
+Train rows: ~101  
+Test rows: ~26
+
+## Field Description
+
+First Name – synthetic first name  
+Last Name – synthetic last name  
+Company – generated company name  
+Job Title – professional role  
+Industry – company industry sector  
+Email – synthetic email using example.com  
+Country – business location
+
+## Intended Use
+
+• CRM data import testing  
+• analytics pipelines  
+• machine learning experiments  
+
+## Synthetic Data Notice
+
+All records are artificially generated and do not represent real individuals.
+
+## Keywords
+
+contact database schema
+business dataset structure
+marketing analytics data
+synthetic contact records
+B2B dataset example
+
+## Related Datasets
+
+Call of Gods Players Email List
+Indonesia Business Contact List
+USA Realtors Email List
+
+## Dataset Source
+
+Synthetic datasets demonstrate the structure of professional business contact databases.
+
+A commercial dataset covering this audience can be found at:
+
+https://leadsblue.com/leads/switzerland-business-email-leads-database/
+
+## License
+
+CC0

dataset_infos.json

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+{
+  "pretty_name": "Synthetic B2B Contact Dataset - Switzerland Business Email List",
+  "dataset_name": "switzerland-business-dataset",
+  "description": "Synthetic B2B contact dataset representing professionals associated with switzerland business email list. Designed for CRM testing, analytics pipelines, and machine learning experiments.",
+  "homepage": "https://leadsblue.com/leads/switzerland-business-email-leads-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,Lead Score,Email,Country
+Lucas,Martin,IronWave Technologies,Co-Founder,Retail,42,l.martin@example.com,United Arab Emirates
+Mia,Garcia,NextWave Networks,Chief Financial Officer,Construction,82,miag@example.com,Netherlands
+Aria,Gonzalez,QuantumAxis Industries,Account Executive,Advertising,66,a.gonzalez@example.com,Italy
+Alexander,Martin,AlphaBridge Software,Chief Marketing Officer,Telecommunications,85,alexander.martin@example.com,New Zealand
+Lucas,Clark,VertexLayer Systems,Marketing Director,Energy,84,lucasclark@example.com,France
+Daniel,Garcia,DynamicLayer Networks,Operations Director,Agriculture,72,daniel_garcia@example.com,Switzerland
+Jackson,Rodriguez,SilverBridge Systems,Chief Technology Officer,Manufacturing,77,jackson-rodriguez@example.com,Canada
+Levi,Hernandez,VertexCore Technologies,Head of Growth,Healthcare,54,levih@example.com,Mexico
+James,White,BlueCore Consulting,Growth Manager,Transportation,74,james_white@example.com,Australia
+Isabella,Thomas,GlobalWave Networks,Operations Director,Healthcare,46,isabella-thomas@example.com,France
+Michael,Johnson,NextPulse Networks,Digital Marketing Manager,Hospitality,65,michaeljohnson@example.com,Denmark
+Jackson,Anderson,DynamicPulse Networks,Chief Technology Officer,Construction,55,j.anderson@example.com,Mexico
+Sebastian,Lee,AlphaLayer Labs,Digital Marketing Manager,Real Estate,53,sebastian-lee@example.com,Belgium
+Alexander,Wilson,VisionLayer Solutions,Revenue Operations Manager,Transportation,89,a.wilson@example.com,Canada
+Elizabeth,Martinez,AlphaAxis Industries,Sales Manager,Cloud Computing,79,elizabeth-martinez@example.com,France
+Sebastian,Lopez,BrightPulse Industries,VP Operations,Telecommunications,63,s.lopez@example.com,Singapore
+Ella,Robinson,PrimeEdge Industries,Revenue Operations Manager,Insurance,63,ella.robinson@example.com,Switzerland
+Michael,Lopez,DynamicLogic Industries,CEO,Retail,42,michaellopez@example.com,Brazil
+Abigail,Garcia,BlueLayer Industries,Marketing Director,Education,90,abigail_garcia@example.com,Argentina
+Lucas,Miller,IronWave Networks,Marketing Manager,Retail,64,lucas-miller@example.com,Switzerland
+Charlotte,Lewis,VisionLogic Solutions,Business Analyst,Cybersecurity,87,charlottel@example.com,New Zealand
+Oliver,Hernandez,VertexEdge Networks,Founder,Retail,63,oliver_hernandez@example.com,Argentina
+Ava,Lewis,NorthFlow Industries,Chief Executive Officer,Transportation,66,a.lewis@example.com,Belgium
+Jacob,Brown,NexaLogic Analytics,Chief Technology Officer,Pharmaceuticals,58,jacobb@example.com,United Kingdom
+Mila,Anderson,BlueVision Technologies,Data Analyst,Media,72,mila.anderson@example.com,Japan
+Mason,Martinez,CloudPulse Networks,VP Marketing,Retail,70,masonm@example.com,Sweden

train.csv

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+First Name,Last Name,Company,Job Title,Industry,Lead Score,Email,Country
+James,Wilson,NorthBridge Systems,Chief Technology Officer,Automotive,73,james_wilson@example.com,South Korea
+Jacob,Wilson,QuantumAxis Labs,Operations Manager,Retail,89,jacobwilson@example.com,Japan
+Camila,Jones,CoreAxis Group,CEO,Telecommunications,49,c.jones@example.com,France
+Mila,Wilson,VisionVision Analytics,Chief Financial Officer,Education,62,mila-wilson@example.com,Australia
+Daniel,Sanchez,BrightEdge Consulting,Business Development Manager,Finance,85,daniel-sanchez@example.com,Sweden
+Liam,Smith,DynamicPulse Consulting,Operations Manager,Agriculture,93,liamsmith@example.com,South Korea
+Ella,Smith,SilverCore Industries,Chief Executive Officer,Biotechnology,51,ella-smith@example.com,Brazil
+Levi,Lee,PrimeFlow Networks,Revenue Operations Manager,Automotive,69,levilee@example.com,India
+Daniel,Robinson,CloudLayer Solutions,Chief Executive Officer,Telecommunications,53,daniel_robinson@example.com,Denmark
+Isabella,Williams,SilverFlow Networks,Chief Financial Officer,Real Estate,59,isabellawilliams@example.com,Sweden
+Emily,Lopez,BlueCore Labs,Head of Growth,Transportation,79,emily.lopez@example.com,Sweden
+Ethan,Moore,BluePulse Systems,Chief Revenue Officer,Manufacturing,63,ethanmoore@example.com,Switzerland
+Jacob,Moore,DynamicVision Analytics,Sales Director,Construction,87,jacob_moore@example.com,Australia
+Harper,Taylor,IronEdge Technologies,Sales Director,Telecommunications,71,harper_taylor@example.com,France
+Alexander,Hernandez,VisionBridge Consulting,Marketing Director,Education,85,alexander.hernandez@example.com,Mexico
+Michael,Jackson,CoreVision Networks,Business Development Manager,Hospitality,50,m.jackson@example.com,Mexico
+Elijah,Smith,CoreVision Labs,Operations Director,Pharmaceuticals,87,elijahs@example.com,New Zealand
+Amelia,Smith,GlobalEdge Labs,Growth Manager,Logistics,42,amelia-smith@example.com,Norway
+William,Thomas,QuantumWave Labs,Head of Partnerships,Marketing,62,william_thomas@example.com,United Kingdom
+Ella,Martinez,CloudCore Analytics,Account Executive,Manufacturing,79,ellam@example.com,Mexico
+Avery,Davis,QuantumPulse Analytics,Account Executive,Logistics,41,avery-davis@example.com,United States
+Mateo,Moore,CoreCore Consulting,Chief Revenue Officer,Biotechnology,54,mateomoore@example.com,Brazil
+Lucas,Wilson,BrightFlow Industries,Chief Executive Officer,Real Estate,93,l.wilson@example.com,Norway
+Benjamin,Rodriguez,DynamicWave Consulting,VP Operations,Real Estate,87,b.rodriguez@example.com,Australia
+Evelyn,Johnson,GlobalEdge Consulting,VP Strategy,Technology,91,evelyn_johnson@example.com,South Africa
+Avery,Perez,BlueEdge Industries,Sales Director,Logistics,64,averyp@example.com,Finland
+James,Johnson,AlphaBridge Solutions,Founder,Pharmaceuticals,44,jamesjohnson@example.com,Brazil
+Camila,Rodriguez,BrightBridge Labs,Product Manager,Telecommunications,88,camilarodriguez@example.com,Spain
+Noah,Jackson,GlobalLayer Systems,Marketing Director,Cybersecurity,49,noah_jackson@example.com,Mexico
+Mia,Taylor,NorthBridge Consulting,CEO,Automotive,93,mia_taylor@example.com,United Arab Emirates
+Mia,Taylor,CloudLayer Group,Marketing Manager,Construction,63,m.taylor@example.com,Denmark
+Alexander,Rodriguez,CoreVision Networks,VP Operations,Automotive,41,alexander_rodriguez@example.com,United Arab Emirates
+Emily,Jones,NorthBridge Software,Strategy Manager,Manufacturing,50,emily_jones@example.com,South Korea
+James,Taylor,GlobalFlow Group,Strategy Manager,Agriculture,89,jamestaylor@example.com,Norway
+Mateo,Jones,SilverPulse Solutions,Head of Marketing,Telecommunications,86,m.jones@example.com,Australia
+Charlotte,Wilson,VertexLogic Analytics,Operations Manager,Finance,85,charlotte_wilson@example.com,India
+Noah,Clark,AlphaFlow Consulting,Sales Director,Manufacturing,82,noah-clark@example.com,South Korea
+Emma,Johnson,SilverCore Consulting,Marketing Director,Retail,48,emmaj@example.com,Germany
+Avery,Rodriguez,NorthWave Technologies,VP Strategy,Aerospace,62,averyr@example.com,United Arab Emirates
+Isabella,Anderson,AlphaBridge Technologies,Chief Technology Officer,Transportation,54,isabella-anderson@example.com,France
+Michael,Martinez,AlphaWave Systems,Product Manager,Construction,52,m.martinez@example.com,India
+Amelia,Thompson,PrimeLogic Systems,Business Analyst,Education,69,amelia_thompson@example.com,South Korea
+Avery,Gonzalez,AlphaPulse Technologies,Strategy Manager,Hospitality,42,averygonzalez@example.com,Singapore
+Harper,Harris,CloudWave Technologies,VP Strategy,Automotive,68,harper.harris@example.com,Sweden
+Luna,Harris,CloudVision Industries,Chief Marketing Officer,Pharmaceuticals,78,l.harris@example.com,Germany
+Camila,Wilson,CloudCore Networks,Revenue Operations Manager,Energy,81,camila-wilson@example.com,South Africa
+Olivia,Brown,BrightLayer Systems,Revenue Operations Manager,Retail,82,olivia.brown@example.com,United Kingdom
+Sebastian,Rodriguez,VisionVision Analytics,Marketing Manager,Media,65,sebastian-rodriguez@example.com,India
+Evelyn,White,CoreLayer Technologies,Account Executive,Automotive,42,evelyn-white@example.com,Sweden
+Mateo,Rodriguez,QuantumLogic Networks,Operations Director,Media,86,mateo.rodriguez@example.com,France
+Alexander,Perez,GlobalBridge Networks,Account Executive,Insurance,92,alexanderperez@example.com,Switzerland
+Ava,Martinez,CloudLogic Consulting,Chief Financial Officer,Finance,54,ava.martinez@example.com,United States
+Elizabeth,Gonzalez,VertexEdge Group,Account Executive,Advertising,61,elizabethgonzalez@example.com,Mexico
+Amelia,Hernandez,NextPulse Analytics,Sales Manager,Marketing,62,ameliahernandez@example.com,Netherlands
+Sebastian,Martinez,BlueBridge Labs,VP Sales,Telecommunications,84,sebastian.martinez@example.com,South Africa
+Sofia,Jackson,QuantumVision Solutions,Revenue Operations Manager,Finance,86,sofiajackson@example.com,New Zealand
+Henry,Thomas,VertexFlow Networks,Head of Marketing,Automotive,79,henry_thomas@example.com,Argentina
+Abigail,Lee,CloudBridge Networks,Marketing Manager,Insurance,88,a.lee@example.com,Sweden
+Ethan,Thompson,NorthBridge Software,Marketing Director,Marketing,67,ethanthompson@example.com,Denmark
+Jacob,Brown,GlobalLayer Group,Sales Director,Logistics,73,jacobb@example.com,Canada
+Emma,Hernandez,NexaLogic Industries,Chief Revenue Officer,Cloud Computing,60,emmahernandez@example.com,France
+Sofia,Williams,BrightVision Analytics,Sales Manager,Retail,87,sofia.williams@example.com,United Arab Emirates
+James,Thompson,NorthWave Technologies,Chief Technology Officer,Education,93,jamesthompson@example.com,United States
+James,Brown,CoreVision Technologies,VP Sales,Retail,87,jamesb@example.com,South Korea
+Sofia,Thomas,BluePulse Technologies,Head of Marketing,Technology,68,sofia.thomas@example.com,Italy
+Luna,Robinson,GlobalAxis Group,Head of Marketing,Energy,85,luna_robinson@example.com,United States
+Mason,Smith,IronWave Labs,VP Sales,Manufacturing,48,mason_smith@example.com,Norway
+Amelia,Smith,CloudWave Solutions,Sales Director,Pharmaceuticals,65,a.smith@example.com,Australia
+Daniel,Jones,CloudVision Software,VP Operations,Manufacturing,67,daniel_jones@example.com,Japan
+Mason,Miller,IronAxis Networks,Chief Financial Officer,Construction,88,mason-miller@example.com,Argentina
+Mateo,Garcia,BrightPulse Networks,Operations Director,Real Estate,61,mateo.garcia@example.com,Sweden
+Liam,Thomas,GlobalWave Networks,VP Strategy,Cloud Computing,72,liamthomas@example.com,Singapore
+Camila,Perez,NextLogic Solutions,CEO,Energy,90,camila-perez@example.com,Argentina
+Michael,Harris,BlueVision Industries,Chief Revenue Officer,Insurance,55,michael_harris@example.com,New Zealand
+Mia,Moore,NorthLogic Analytics,Growth Manager,Finance,64,miamoore@example.com,South Korea
+Ethan,Wilson,BlueLayer Software,Chief Executive Officer,Telecommunications,89,ethanw@example.com,Argentina
+Aria,Lee,NexaCore Solutions,Founder,Healthcare,67,a.lee@example.com,Japan
+Amelia,Williams,CloudEdge Networks,Account Executive,Finance,50,a.williams@example.com,Spain
+William,Johnson,VisionPulse Technologies,Strategy Manager,Automotive,65,w.johnson@example.com,Norway
+Sophia,Harris,NextCore Labs,Business Development Manager,Cloud Computing,94,sophia_harris@example.com,United Arab Emirates
+Ella,Williams,PrimeVision Consulting,Marketing Director,Logistics,77,ella-williams@example.com,Switzerland
+Oliver,Jones,CoreCore Solutions,Chief Executive Officer,Consulting,87,o.jones@example.com,Netherlands
+Mia,Williams,SilverEdge Solutions,Sales Director,Cloud Computing,85,miaw@example.com,Denmark
+Harper,Sanchez,AlphaLogic Group,Head of Partnerships,Retail,93,h.sanchez@example.com,South Africa
+Sebastian,Anderson,NextAxis Analytics,Chief Executive Officer,Automotive,53,sebastian.anderson@example.com,India
+James,Sanchez,NorthPulse Software,Data Analyst,Healthcare,46,james_sanchez@example.com,Italy
+Liam,Perez,NexaAxis Labs,Sales Manager,Agriculture,89,liam_perez@example.com,Germany
+Mila,Jackson,BlueEdge Networks,VP Strategy,Telecommunications,73,mila-jackson@example.com,Australia
+Jacob,Davis,DynamicFlow Labs,Chief Marketing Officer,Aerospace,69,jacobdavis@example.com,Denmark
+Luna,Robinson,DynamicLogic Solutions,Product Manager,Insurance,90,lunar@example.com,India
+Sophia,Davis,SilverVision Industries,Marketing Director,Construction,86,sophia_davis@example.com,Italy
+Henry,Lewis,FuturePulse Group,Chief Technology Officer,Aerospace,94,henry-lewis@example.com,Singapore
+Alexander,Miller,NextFlow Labs,Co-Founder,Telecommunications,64,alexander-miller@example.com,Brazil
+Elizabeth,Garcia,FutureVision Technologies,VP Strategy,Finance,49,e.garcia@example.com,Finland
+Alexander,Jackson,PrimeWave Technologies,VP Strategy,Marketing,72,alexander.jackson@example.com,India
+Mila,Martinez,CloudLogic Industries,Revenue Operations Manager,Finance,61,mila.martinez@example.com,Mexico
+Mia,Martinez,VisionCore Technologies,Chief Financial Officer,Logistics,85,m.martinez@example.com,India
+Amelia,Lopez,NexaVision Industries,Strategy Manager,Marketing,69,amelialopez@example.com,New Zealand
+Avery,Rodriguez,NorthPulse Networks,CEO,Transportation,54,a.rodriguez@example.com,Australia
+Daniel,Lewis,VertexVision Group,Digital Marketing Manager,Pharmaceuticals,80,daniellewis@example.com,Norway
+Sophia,White,GlobalPulse Industries,Sales Manager,Biotechnology,91,sophiaw@example.com,South Africa