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README.md

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+
+# Synthetic B2B Contact Dataset – Missouri Business Email Database
+
+## Dataset Description
+
+This dataset contains synthetic business contact records representing professionals associated with missouri business email database.
+
+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:
+
+Full Name
+Company
+Department
+Job Title
+Industry
+Email
+Country
+
+## Dataset Size
+
+Train rows: ~117  
+Test rows: ~30
+
+## 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
+
+business contact data
+CRM contact dataset
+B2B marketing dataset
+synthetic CRM data
+tabular marketing dataset
+
+## Related Datasets
+
+Oman Business Email Database
+Saudi Arabia Email & Phone List
+Arizona Business 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/usa-state-missouri-business-email-leads-database/
+
+## License
+
+CC0

dataset_infos.json

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+{
+  "pretty_name": "Synthetic B2B Contact Dataset - Missouri Business Email Database",
+  "dataset_name": "missouri-business-email-dataset",
+  "description": "Synthetic B2B contact dataset representing professionals associated with missouri business email database. Designed for CRM testing, analytics pipelines, and machine learning experiments.",
+  "homepage": "https://leadsblue.com/leads/usa-state-missouri-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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+Full Name,Company,Department,Job Title,Industry,Email,Country
+Benjamin Garcia,QuantumWave Solutions,Marketing,VP Strategy,Biotechnology,benjamin.garcia@example.com,Switzerland
+Olivia Perez,GlobalLogic Labs,Marketing,Founder,Telecommunications,olivia_perez@example.com,Argentina
+Harper Davis,BluePulse Systems,Marketing,Business Analyst,Finance,harperd@example.com,Argentina
+Elizabeth Garcia,SilverLogic Technologies,Marketing,Chief Revenue Officer,Marketing,elizabeth_garcia@example.com,Italy
+Sophia Smith,GlobalFlow Group,Marketing,Chief Technology Officer,Manufacturing,sophias@example.com,Canada
+Logan Hernandez,IronAxis Industries,Marketing,VP Marketing,Biotechnology,logan-hernandez@example.com,Spain
+Ava Miller,VertexLayer Industries,Marketing,Revenue Operations Manager,Insurance,ava_miller@example.com,Finland
+Alexander Taylor,VertexCore Group,Marketing,Founder,Retail,alexander-taylor@example.com,South Korea
+Levi White,GlobalEdge Analytics,Marketing,Operations Manager,Hospitality,levi_white@example.com,Australia
+Emily Martin,AlphaWave Systems,Marketing,Business Analyst,Biotechnology,e.martin@example.com,Switzerland
+Elizabeth Martin,BrightCore Technologies,Marketing,Revenue Operations Manager,Retail,elizabeth.martin@example.com,United States
+Elizabeth Wilson,BlueLogic Solutions,Marketing,Head of Growth,Technology,elizabethwilson@example.com,Sweden
+Mason Brown,AlphaPulse Solutions,Marketing,Chief Financial Officer,Cybersecurity,m.brown@example.com,United Kingdom
+Noah Hernandez,BrightLogic Systems,Marketing,Sales Director,Construction,noahh@example.com,Switzerland
+Ava Taylor,FutureLayer Solutions,Marketing,Sales Manager,Automotive,avataylor@example.com,France
+Emma Jackson,FutureEdge Networks,Marketing,Founder,Biotechnology,emmajackson@example.com,Norway
+Elijah Martinez,IronVision Networks,Marketing,Sales Director,Transportation,elijahmartinez@example.com,Argentina
+William Lopez,GlobalFlow Networks,Marketing,Marketing Director,Biotechnology,williamlopez@example.com,United Arab Emirates
+Amelia White,FutureFlow Systems,Marketing,Strategy Manager,Cloud Computing,ameliawhite@example.com,New Zealand
+Luna Jones,CoreLogic Systems,Marketing,Co-Founder,Cloud Computing,luna.jones@example.com,Spain
+Daniel Sanchez,NextLogic Solutions,Marketing,VP Operations,Logistics,daniel.sanchez@example.com,Singapore
+Mila Sanchez,BrightVision Networks,Marketing,VP Strategy,Construction,mila_sanchez@example.com,Germany
+Mia Rodriguez,NextCore Systems,Marketing,Head of Partnerships,Retail,mia.rodriguez@example.com,Australia
+Harper Lee,PrimeAxis Group,Marketing,Head of Marketing,Construction,harperlee@example.com,Denmark
+Levi Robinson,CoreEdge Industries,Marketing,VP Operations,Cybersecurity,levirobinson@example.com,United Arab Emirates
+Elizabeth Rodriguez,VertexEdge Solutions,Marketing,Marketing Director,Logistics,elizabeth_rodriguez@example.com,India
+Aria Thompson,DynamicCore Networks,Marketing,VP Strategy,Telecommunications,a.thompson@example.com,Mexico
+Benjamin Smith,VertexWave Group,Marketing,Marketing Manager,Transportation,benjamin-smith@example.com,Sweden
+Sebastian Lopez,IronVision Software,Marketing,Marketing Manager,Automotive,sebastianlopez@example.com,Japan
+Sophia Ramirez,VisionPulse Systems,Marketing,Head of Growth,Technology,sophia_ramirez@example.com,Australia

train.csv

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+Full Name,Company,Department,Job Title,Industry,Email,Country
+Henry Gonzalez,CoreCore Industries,Marketing,Product Manager,Logistics,henry-gonzalez@example.com,Sweden
+Levi Smith,IronVision Technologies,Marketing,Head of Marketing,Technology,l.smith@example.com,Italy
+Charlotte White,VertexWave Analytics,Marketing,Head of Partnerships,Finance,c.white@example.com,Finland
+Ella Jackson,NorthCore Consulting,Marketing,Growth Manager,Agriculture,ellajackson@example.com,United States
+Ethan Jones,NorthLayer Systems,Marketing,Account Executive,Healthcare,ethan-jones@example.com,Switzerland
+Abigail Garcia,FutureEdge Networks,Marketing,Business Development Manager,Cybersecurity,abigailg@example.com,Singapore
+Jackson Thomas,SilverCore Group,Marketing,Co-Founder,Healthcare,jackson.thomas@example.com,Argentina
+Camila Clark,SilverVision Solutions,Marketing,Strategy Manager,Finance,camila_clark@example.com,Sweden
+Jackson Martinez,DynamicLogic Networks,Marketing,Growth Manager,Automotive,j.martinez@example.com,Belgium
+Abigail Miller,VisionVision Solutions,Marketing,Founder,Retail,abigailmiller@example.com,India
+Sofia Thompson,DynamicVision Industries,Marketing,VP Marketing,Construction,sofia.thompson@example.com,Netherlands
+Michael Moore,QuantumWave Analytics,Marketing,Strategy Manager,Hospitality,michael.moore@example.com,Belgium
+Jacob Jackson,PrimeLogic Group,Marketing,Head of Marketing,Transportation,j.jackson@example.com,Belgium
+Elizabeth Miller,GlobalCore Analytics,Marketing,Chief Technology Officer,Consulting,elizabeth.miller@example.com,United Kingdom
+Charlotte Garcia,AlphaEdge Industries,Marketing,Chief Executive Officer,Marketing,charlotte-garcia@example.com,Denmark
+Olivia Anderson,QuantumEdge Consulting,Marketing,Business Development Manager,Cybersecurity,olivia_anderson@example.com,Germany
+Oliver Jackson,CoreAxis Networks,Marketing,Product Manager,Real Estate,o.jackson@example.com,United States
+Sebastian Harris,BlueEdge Consulting,Marketing,VP Sales,Advertising,sebastianharris@example.com,Germany
+Ava Robinson,FutureWave Technologies,Marketing,Digital Marketing Manager,Retail,a.robinson@example.com,Spain
+Benjamin Lopez,AlphaPulse Software,Marketing,Chief Technology Officer,Media,b.lopez@example.com,South Korea
+Evelyn Clark,NextLogic Industries,Marketing,CEO,Agriculture,evelyn.clark@example.com,Germany
+Sophia Anderson,QuantumFlow Networks,Marketing,Business Analyst,Transportation,sophia_anderson@example.com,Netherlands
+Noah Lee,BluePulse Industries,Marketing,Co-Founder,Biotechnology,noahl@example.com,Canada
+Aria Johnson,NexaCore Group,Marketing,Chief Executive Officer,Marketing,ariajohnson@example.com,New Zealand
+Harper Moore,VertexBridge Group,Marketing,VP Marketing,Manufacturing,h.moore@example.com,Finland
+Mila Perez,VisionFlow Software,Marketing,VP Operations,Energy,m.perez@example.com,Italy
+Jackson Anderson,CoreLayer Consulting,Marketing,Chief Revenue Officer,Cybersecurity,jacksonanderson@example.com,Spain
+Mia White,BrightPulse Group,Marketing,Sales Director,Automotive,mia-white@example.com,United Arab Emirates
+Elijah Garcia,NextFlow Analytics,Marketing,VP Marketing,Pharmaceuticals,elijah.garcia@example.com,Australia
+Henry Hernandez,CloudPulse Labs,Marketing,VP Strategy,Consulting,henryh@example.com,India
+Levi Gonzalez,SilverCore Technologies,Marketing,Head of Marketing,Consulting,levi.gonzalez@example.com,Norway
+Jackson Harris,FutureFlow Networks,Marketing,VP Marketing,Healthcare,j.harris@example.com,Sweden
+Isabella Brown,PrimeEdge Group,Marketing,Account Executive,Energy,isabellab@example.com,Germany
+Mateo Clark,NexaAxis Industries,Marketing,Revenue Operations Manager,Cloud Computing,m.clark@example.com,Belgium
+Aria Harris,FutureAxis Labs,Marketing,Revenue Operations Manager,Consulting,a.harris@example.com,Finland
+Abigail Anderson,NorthPulse Technologies,Marketing,Operations Director,Biotechnology,a.anderson@example.com,France
+Ella Hernandez,VertexBridge Group,Marketing,Chief Revenue Officer,Cloud Computing,ella-hernandez@example.com,South Africa
+James Sanchez,BlueEdge Consulting,Marketing,Business Development Manager,Telecommunications,james-sanchez@example.com,Belgium
+Daniel Taylor,GlobalVision Software,Marketing,Operations Director,Aerospace,daniel-taylor@example.com,Germany
+Daniel Wilson,CloudVision Consulting,Marketing,Data Analyst,Transportation,d.wilson@example.com,Spain
+Abigail Martinez,NextLogic Industries,Marketing,Chief Executive Officer,Manufacturing,abigail-martinez@example.com,Argentina
+Lucas Williams,PrimeFlow Group,Marketing,Operations Manager,Biotechnology,lucas.williams@example.com,Spain
+Elizabeth Ramirez,AlphaWave Analytics,Marketing,Operations Manager,Hospitality,elizabeth_ramirez@example.com,Norway
+Noah Miller,IronLogic Technologies,Marketing,Chief Executive Officer,Education,noah.miller@example.com,Japan
+Abigail Jones,NextLayer Systems,Marketing,Co-Founder,Media,abigail.jones@example.com,Sweden
+Alexander Williams,SilverLogic Systems,Marketing,VP Operations,Finance,alexander-williams@example.com,Finland
+Lucas Ramirez,VertexLayer Solutions,Marketing,Marketing Director,Biotechnology,lucas.ramirez@example.com,South Korea
+Luna Gonzalez,QuantumEdge Industries,Marketing,Revenue Operations Manager,Media,l.gonzalez@example.com,France
+Michael Williams,VisionLogic Group,Marketing,VP Operations,Hospitality,michael-williams@example.com,Mexico
+Ava Johnson,CoreEdge Networks,Marketing,Sales Manager,Construction,ava.johnson@example.com,Belgium
+Daniel Taylor,IronPulse Solutions,Marketing,Chief Marketing Officer,Agriculture,daniel-taylor@example.com,South Korea
+Noah Lopez,QuantumLogic Networks,Marketing,Chief Marketing Officer,Manufacturing,noah.lopez@example.com,Japan
+Lucas Martin,DynamicLogic Solutions,Marketing,Operations Director,Transportation,lucas_martin@example.com,United States
+Ethan Sanchez,GlobalLayer Group,Marketing,Growth Manager,Finance,ethans@example.com,Singapore
+Alexander Johnson,BlueAxis Consulting,Marketing,Founder,Logistics,alexander.johnson@example.com,Netherlands
+Noah Sanchez,SilverCore Software,Marketing,Chief Technology Officer,Telecommunications,noah-sanchez@example.com,Japan
+Mason Clark,PrimeFlow Labs,Marketing,Chief Revenue Officer,Cloud Computing,masonc@example.com,South Africa
+Abigail Hernandez,DynamicBridge Labs,Marketing,Product Manager,Finance,abigailhernandez@example.com,Denmark
+Ella Martin,NexaWave Analytics,Marketing,Digital Marketing Manager,Agriculture,ellam@example.com,Germany
+Mateo Ramirez,CloudFlow Technologies,Marketing,Sales Director,Cloud Computing,mateoramirez@example.com,Italy
+Alexander Smith,GlobalLogic Technologies,Marketing,Chief Revenue Officer,Insurance,alexander_smith@example.com,Finland
+Sofia Robinson,CloudLayer Analytics,Marketing,Marketing Director,Logistics,sofia_robinson@example.com,Norway
+Elijah Davis,PrimeBridge Technologies,Marketing,Data Analyst,Insurance,elijah-davis@example.com,Japan
+Charlotte Jones,NorthBridge Industries,Marketing,Digital Marketing Manager,Real Estate,charlottej@example.com,United Kingdom
+Elijah Martinez,SilverFlow Technologies,Marketing,Chief Executive Officer,Construction,elijah.martinez@example.com,Netherlands
+Benjamin Thomas,VisionPulse Technologies,Marketing,VP Strategy,Real Estate,benjaminthomas@example.com,India
+Sebastian Garcia,PrimeFlow Networks,Marketing,Revenue Operations Manager,Hospitality,sebastiang@example.com,Germany
+Liam Jackson,NextFlow Group,Marketing,Business Development Manager,Real Estate,liam_jackson@example.com,Argentina
+Abigail Rodriguez,IronPulse Analytics,Marketing,Marketing Manager,Healthcare,abigail_rodriguez@example.com,Belgium
+Luna Clark,VisionCore Group,Marketing,Marketing Director,Advertising,luna-clark@example.com,Belgium
+Ava Jackson,DynamicVision Labs,Marketing,Operations Manager,Logistics,avaj@example.com,Argentina
+Ella Sanchez,VertexAxis Analytics,Marketing,CEO,Hospitality,e.sanchez@example.com,India
+Oliver Brown,IronEdge Analytics,Marketing,Digital Marketing Manager,Advertising,oliver.brown@example.com,Argentina
+Lucas Moore,CloudAxis Systems,Marketing,Chief Marketing Officer,Biotechnology,lucasmoore@example.com,India
+William Lopez,NextFlow Group,Marketing,Product Manager,Construction,w.lopez@example.com,Singapore
+Emma Martin,VertexCore Group,Marketing,VP Strategy,Marketing,emmam@example.com,Switzerland
+Sophia Thompson,NexaEdge Technologies,Marketing,Head of Marketing,Energy,sophiat@example.com,Australia
+Aria Taylor,FutureBridge Solutions,Marketing,Marketing Director,Telecommunications,aria_taylor@example.com,France
+Aria Lewis,AlphaAxis Technologies,Marketing,Chief Financial Officer,Consulting,arial@example.com,Denmark
+Liam Brown,BluePulse Systems,Marketing,Product Manager,Biotechnology,liamb@example.com,Norway
+Oliver Gonzalez,NextVision Software,Marketing,Marketing Manager,Advertising,oliver-gonzalez@example.com,New Zealand
+Avery Lee,PrimeVision Software,Marketing,Chief Executive Officer,Pharmaceuticals,averylee@example.com,Singapore
+Levi Lopez,QuantumFlow Systems,Marketing,Business Analyst,Telecommunications,levilopez@example.com,Mexico
+Ella Ramirez,NextWave Software,Marketing,Head of Growth,Telecommunications,ella_ramirez@example.com,United Arab Emirates
+Abigail Wilson,VertexBridge Group,Marketing,Chief Revenue Officer,Agriculture,abigailw@example.com,United States
+Elizabeth Robinson,DynamicLayer Analytics,Marketing,Operations Director,Cybersecurity,elizabethr@example.com,South Korea
+Mia Williams,VisionLogic Systems,Marketing,Growth Manager,Pharmaceuticals,mia-williams@example.com,United Kingdom
+Sophia Brown,SilverPulse Software,Marketing,Growth Manager,Real Estate,sophia.brown@example.com,South Korea
+Elijah White,AlphaPulse Systems,Marketing,Head of Partnerships,Advertising,elijah_white@example.com,Singapore
+Ethan Jones,NexaLayer Solutions,Marketing,Strategy Manager,Hospitality,ethan-jones@example.com,United States
+Ella Williams,VertexVision Analytics,Marketing,Marketing Director,Construction,ella_williams@example.com,France
+Ella Clark,SilverCore Networks,Marketing,Strategy Manager,Insurance,ella.clark@example.com,Germany
+Charlotte Sanchez,BrightEdge Consulting,Marketing,Head of Marketing,Manufacturing,charlotte.sanchez@example.com,Belgium
+Amelia Lopez,CoreWave Networks,Marketing,CEO,Energy,amelia.lopez@example.com,Argentina
+Camila Martinez,BrightPulse Networks,Marketing,Account Executive,Automotive,camila.martinez@example.com,Brazil
+Emily Lopez,BlueLayer Technologies,Marketing,Business Development Manager,Insurance,e.lopez@example.com,New Zealand
+Oliver Wilson,IronPulse Networks,Marketing,Co-Founder,Logistics,o.wilson@example.com,France
+Mateo Rodriguez,FutureWave Consulting,Marketing,Chief Revenue Officer,Real Estate,m.rodriguez@example.com,Brazil
+Elijah Gonzalez,BlueAxis Technologies,Marketing,Account Executive,Technology,elijah_gonzalez@example.com,Singapore
+Elijah Wilson,VisionLogic Technologies,Marketing,Operations Director,Insurance,e.wilson@example.com,Sweden
+Michael White,DynamicPulse Group,Marketing,Head of Marketing,Technology,m.white@example.com,Brazil
+Jacob Ramirez,VertexFlow Industries,Marketing,VP Marketing,Aerospace,jacob.ramirez@example.com,Brazil
+Elijah Miller,BlueCore Software,Marketing,Growth Manager,Energy,e.miller@example.com,Sweden
+Levi Brown,SilverFlow Software,Marketing,Chief Marketing Officer,Consulting,levi.brown@example.com,Finland
+Sophia Garcia,PrimeLayer Networks,Marketing,Chief Financial Officer,Logistics,s.garcia@example.com,India
+Henry Jones,DynamicBridge Solutions,Marketing,CEO,Cybersecurity,henry.jones@example.com,Spain
+Mia Perez,CoreAxis Software,Marketing,Chief Revenue Officer,Energy,m.perez@example.com,Germany
+Elizabeth Wilson,BlueCore Labs,Marketing,VP Operations,Healthcare,e.wilson@example.com,Japan
+Oliver Taylor,NexaCore Software,Marketing,Chief Marketing Officer,Consulting,oliver_taylor@example.com,New Zealand
+Evelyn Anderson,BlueWave Technologies,Marketing,CEO,Aerospace,e.anderson@example.com,Mexico
+Evelyn Wilson,CoreAxis Industries,Marketing,Operations Manager,Automotive,e.wilson@example.com,Belgium
+Amelia Garcia,VertexVision Networks,Marketing,Chief Financial Officer,Technology,amelia-garcia@example.com,Sweden
+Isabella Gonzalez,IronCore Analytics,Marketing,Sales Manager,Telecommunications,isabella-gonzalez@example.com,Belgium
+Elijah Martin,NexaWave Networks,Marketing,Chief Revenue Officer,Cybersecurity,elijah_martin@example.com,Belgium
+Daniel Jackson,VertexFlow Networks,Marketing,Marketing Manager,Pharmaceuticals,daniel-jackson@example.com,Netherlands
+Avery Perez,FutureLayer Group,Marketing,Sales Director,Technology,avery-perez@example.com,United Kingdom
+William Ramirez,SilverLayer Consulting,Marketing,VP Operations,Insurance,williamr@example.com,France