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README.md

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+
+# Business Contact Dataset Structure – Fashion & Models 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
+Email
+Country
+
+## Dataset Size
+
+Train rows: ~98  
+Test rows: ~25
+
+## Applications
+
+• marketing analytics experiments  
+• CRM database testing  
+• machine learning pipelines  
+
+## Synthetic Data
+
+All records were generated synthetically.
+
+## Keywords
+
+B2B contact dataset
+business contact database
+CRM dataset
+marketing analytics dataset
+synthetic business data
+
+## Related Datasets
+
+South Africa Consumer Email List
+Websites List Database
+Louisiana Business Email List
+
+## Dataset Source
+
+For a professional dataset covering this audience see:
+
+https://leadsblue.com/leads/fashion-stylistmodels-users-email-list-database/
+
+## License
+
+CC0

dataset_infos.json

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+{
+  "pretty_name": "Synthetic B2B Contact Dataset - Fashion & Models Email List",
+  "dataset_name": "fashion-models-dataset",
+  "description": "Synthetic B2B contact dataset representing professionals associated with fashion & models email list. Designed for CRM testing, analytics pipelines, and machine learning experiments.",
+  "homepage": "https://leadsblue.com/leads/fashion-stylistmodels-users-email-list-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,Email,Country
+Henry,Jackson,AlphaWave Systems,Strategy Manager,henry-jackson@example.com,Denmark
+Luna,Garcia,FutureVision Group,Revenue Operations Manager,lunagarcia@example.com,United Kingdom
+Camila,Harris,SilverFlow Networks,VP Strategy,camilah@example.com,Sweden
+Michael,Williams,NexaVision Consulting,Strategy Manager,michael.williams@example.com,Switzerland
+Evelyn,Jones,BrightEdge Systems,Head of Marketing,evelynj@example.com,Mexico
+Sophia,Martinez,CloudLogic Labs,Chief Marketing Officer,sophia-martinez@example.com,United Arab Emirates
+Oliver,Martin,DynamicFlow Solutions,Chief Financial Officer,oliverm@example.com,Argentina
+Ava,Thompson,NexaBridge Networks,Founder,avat@example.com,Italy
+Liam,Harris,CloudLayer Group,VP Strategy,liamharris@example.com,Finland
+Benjamin,Lopez,IronWave Analytics,VP Marketing,benjaminlopez@example.com,Norway
+Daniel,Lee,NexaAxis Solutions,Chief Revenue Officer,daniel.lee@example.com,Switzerland
+Benjamin,Taylor,NextCore Industries,Head of Marketing,benjamin-taylor@example.com,South Korea
+Abigail,Brown,IronEdge Consulting,Sales Director,abigailb@example.com,Denmark
+Jackson,Hernandez,CorePulse Consulting,Revenue Operations Manager,jackson-hernandez@example.com,Netherlands
+William,Johnson,SilverAxis Solutions,Product Manager,william_johnson@example.com,Switzerland
+William,Johnson,VertexAxis Technologies,Strategy Manager,william-johnson@example.com,Germany
+Elizabeth,Perez,BrightVision Solutions,Operations Manager,elizabethp@example.com,New Zealand
+Sebastian,Moore,NorthFlow Networks,VP Operations,sebastian_moore@example.com,Australia
+Ella,Jones,DynamicBridge Networks,Digital Marketing Manager,ella-jones@example.com,Japan
+Mason,Hernandez,PrimeFlow Software,Marketing Manager,masonh@example.com,Netherlands
+Michael,Davis,AlphaLayer Networks,Founder,michael.davis@example.com,United States
+Elizabeth,Davis,FutureFlow Technologies,Product Manager,elizabethd@example.com,South Africa
+Sophia,Anderson,CoreLogic Industries,CEO,sophia-anderson@example.com,Norway
+William,Rodriguez,VertexFlow Labs,Founder,w.rodriguez@example.com,Brazil
+Mia,Johnson,NorthFlow Analytics,Operations Manager,mia-johnson@example.com,Spain

train.csv

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+First Name,Last Name,Company,Job Title,Email,Country
+Mia,Williams,VertexVision Systems,Growth Manager,mia-williams@example.com,Japan
+Jackson,Perez,SilverVision Systems,Chief Technology Officer,jackson_perez@example.com,Singapore
+Jacob,Wilson,DynamicWave Solutions,VP Sales,jacob_wilson@example.com,United Arab Emirates
+Evelyn,Smith,IronAxis Solutions,Sales Director,evelyn.smith@example.com,Denmark
+Harper,Wilson,IronEdge Networks,Co-Founder,harperwilson@example.com,United Kingdom
+Michael,White,DynamicEdge Group,Sales Manager,michaelwhite@example.com,New Zealand
+Mateo,Hernandez,DynamicCore Software,Chief Financial Officer,m.hernandez@example.com,Spain
+Liam,Perez,VisionFlow Solutions,Co-Founder,liamperez@example.com,United Kingdom
+Avery,Ramirez,BrightAxis Systems,VP Sales,averyramirez@example.com,United Kingdom
+Mason,Martin,GlobalEdge Industries,VP Operations,masonmartin@example.com,Mexico
+Isabella,Martinez,DynamicPulse Networks,Revenue Operations Manager,isabella_martinez@example.com,Switzerland
+Elijah,Hernandez,BlueEdge Networks,Growth Manager,elijahhernandez@example.com,Brazil
+Emma,Martin,IronBridge Solutions,VP Marketing,emma.martin@example.com,Netherlands
+Noah,Rodriguez,GlobalWave Systems,VP Sales,n.rodriguez@example.com,India
+Olivia,Martin,NexaVision Software,Marketing Manager,oliviam@example.com,Mexico
+Henry,Johnson,IronAxis Analytics,Head of Marketing,henry_johnson@example.com,Canada
+Elijah,Brown,QuantumCore Industries,Digital Marketing Manager,elijah-brown@example.com,Sweden
+Elizabeth,Miller,VisionPulse Industries,CEO,elizabethm@example.com,Australia
+Alexander,Martin,PrimeLogic Industries,Strategy Manager,alexander-martin@example.com,United States
+Emma,Jackson,VisionLogic Solutions,CEO,emma-jackson@example.com,Italy
+Ava,Taylor,PrimeCore Systems,CEO,ava-taylor@example.com,Spain
+Harper,Brown,AlphaLayer Consulting,Chief Executive Officer,harper_brown@example.com,Belgium
+Avery,Lewis,GlobalAxis Networks,Business Development Manager,averylewis@example.com,Switzerland
+Sofia,Davis,QuantumLayer Analytics,VP Marketing,sofia-davis@example.com,United Arab Emirates
+Liam,Thompson,IronCore Solutions,Account Executive,liamthompson@example.com,Singapore
+Jackson,Gonzalez,GlobalAxis Technologies,Business Development Manager,j.gonzalez@example.com,Switzerland
+Sophia,Lee,CoreFlow Software,Revenue Operations Manager,sophia.lee@example.com,United Arab Emirates
+Abigail,Wilson,SilverFlow Systems,Sales Director,abigail-wilson@example.com,Belgium
+Mason,Thomas,BlueEdge Technologies,Head of Growth,masonthomas@example.com,France
+Liam,Wilson,SilverBridge Labs,Head of Growth,liam.wilson@example.com,Italy
+Logan,Thomas,IronPulse Industries,CEO,logant@example.com,Singapore
+William,Clark,NexaVision Analytics,Data Analyst,w.clark@example.com,France
+Ava,Smith,AlphaVision Labs,Data Analyst,ava.smith@example.com,Germany
+Liam,White,VisionWave Networks,Product Manager,liamw@example.com,Argentina
+James,Wilson,VisionAxis Industries,Account Executive,james_wilson@example.com,Norway
+Oliver,Jones,SilverFlow Labs,Operations Director,o.jones@example.com,Sweden
+Daniel,Taylor,PrimeCore Software,Revenue Operations Manager,d.taylor@example.com,Sweden
+Noah,Taylor,GlobalLogic Consulting,Business Analyst,noah.taylor@example.com,Argentina
+Camila,Wilson,FutureLayer Consulting,Revenue Operations Manager,camila.wilson@example.com,Canada
+Avery,Smith,SilverAxis Industries,Chief Revenue Officer,averys@example.com,Australia
+Henry,Miller,NextLayer Labs,Sales Director,henry_miller@example.com,South Africa
+Charlotte,Harris,IronLayer Group,Head of Partnerships,charlotte_harris@example.com,Belgium
+Sofia,Martinez,CloudCore Analytics,Revenue Operations Manager,sofia.martinez@example.com,Germany
+Sebastian,Garcia,IronWave Networks,Digital Marketing Manager,sebastiangarcia@example.com,Argentina
+Benjamin,Moore,PrimeEdge Group,Operations Director,b.moore@example.com,United Kingdom
+Evelyn,Miller,CoreLogic Systems,Strategy Manager,e.miller@example.com,Singapore
+Mason,Anderson,VisionFlow Analytics,CEO,mason.anderson@example.com,France
+Abigail,Gonzalez,NextPulse Analytics,Strategy Manager,abigailgonzalez@example.com,Switzerland
+Harper,Robinson,AlphaBridge Networks,Account Executive,harper.robinson@example.com,Brazil
+Aria,Moore,NextBridge Systems,Operations Director,ariam@example.com,United Kingdom
+Evelyn,Taylor,VertexEdge Labs,Chief Technology Officer,evelynt@example.com,Singapore
+Ava,Sanchez,VertexVision Networks,Head of Growth,ava-sanchez@example.com,Mexico
+Mila,Gonzalez,SilverLogic Systems,Co-Founder,milagonzalez@example.com,Singapore
+Elizabeth,Williams,NexaAxis Labs,Revenue Operations Manager,e.williams@example.com,Australia
+Alexander,Martin,AlphaFlow Technologies,Revenue Operations Manager,alexander-martin@example.com,Denmark
+Harper,Harris,CloudPulse Networks,Chief Revenue Officer,harperharris@example.com,France
+Aria,Martinez,NexaCore Group,Business Development Manager,aria_martinez@example.com,Switzerland
+Noah,Hernandez,NexaWave Systems,Head of Marketing,n.hernandez@example.com,Japan
+Levi,Clark,NexaAxis Technologies,Marketing Director,levi-clark@example.com,Singapore
+Henry,Garcia,CorePulse Consulting,VP Marketing,henryg@example.com,Sweden
+Levi,Johnson,VisionVision Analytics,Strategy Manager,levij@example.com,Germany
+Mateo,Jones,NextWave Group,Operations Director,mateoj@example.com,Belgium
+Avery,Williams,CloudCore Networks,CEO,avery-williams@example.com,Switzerland
+Benjamin,Lewis,CloudVision Systems,Sales Manager,benjamin_lewis@example.com,Sweden
+Sophia,Martin,VertexBridge Technologies,Chief Financial Officer,sophiamartin@example.com,Brazil
+Olivia,Perez,NextEdge Software,Chief Technology Officer,olivia_perez@example.com,United Arab Emirates
+Lucas,Garcia,PrimeLogic Analytics,Head of Partnerships,lucasg@example.com,Norway
+Ethan,Harris,CloudWave Systems,Head of Marketing,ethan-harris@example.com,Brazil
+Aria,Jones,BrightFlow Group,Founder,a.jones@example.com,India
+Mason,Jones,DynamicFlow Systems,Account Executive,mason.jones@example.com,France
+Camila,Williams,NexaLayer Analytics,Chief Revenue Officer,camila.williams@example.com,Denmark
+Mila,Davis,VisionAxis Consulting,Chief Technology Officer,miladavis@example.com,Japan
+Liam,Ramirez,VisionLogic Solutions,Head of Marketing,l.ramirez@example.com,South Africa
+Harper,Sanchez,BrightLayer Analytics,Chief Technology Officer,harper_sanchez@example.com,Canada
+Alexander,Lee,DynamicAxis Software,Revenue Operations Manager,a.lee@example.com,New Zealand
+Camila,Miller,GlobalFlow Software,Founder,camilamiller@example.com,Germany
+Liam,Gonzalez,SilverVision Solutions,Chief Financial Officer,l.gonzalez@example.com,South Korea
+Logan,White,AlphaPulse Industries,Chief Executive Officer,loganw@example.com,Spain
+Mila,Johnson,BlueWave Labs,Product Manager,m.johnson@example.com,Netherlands
+Lucas,Clark,PrimeBridge Technologies,Head of Marketing,lucas-clark@example.com,Japan
+Harper,Johnson,AlphaWave Networks,Growth Manager,harperj@example.com,India
+Michael,Thompson,GlobalLogic Consulting,Founder,m.thompson@example.com,United Kingdom
+Jackson,White,DynamicCore Consulting,Strategy Manager,j.white@example.com,Netherlands
+Sofia,Jackson,BrightLogic Systems,Operations Manager,sofia.jackson@example.com,Finland
+Abigail,Jackson,QuantumLayer Systems,Marketing Manager,abigailj@example.com,South Korea
+Noah,Anderson,FutureFlow Technologies,Revenue Operations Manager,noah-anderson@example.com,France
+Elijah,Martin,BlueBridge Group,Chief Executive Officer,e.martin@example.com,Netherlands
+Elijah,Thompson,VisionLogic Networks,Chief Executive Officer,elijaht@example.com,Spain
+Emma,Lewis,VertexAxis Consulting,VP Sales,emmalewis@example.com,Netherlands
+James,Garcia,BluePulse Solutions,Operations Manager,james-garcia@example.com,Brazil
+Mia,Anderson,AlphaPulse Analytics,VP Strategy,m.anderson@example.com,France
+Evelyn,Lewis,CloudAxis Analytics,Chief Marketing Officer,evelyn.lewis@example.com,Italy
+Charlotte,Robinson,CloudPulse Systems,Chief Marketing Officer,charlotte_robinson@example.com,New Zealand
+Mia,Davis,BrightWave Consulting,Digital Marketing Manager,miadavis@example.com,Netherlands
+Aria,White,FuturePulse Industries,Sales Manager,aria.white@example.com,United Arab Emirates
+Alexander,Wilson,IronWave Software,Head of Growth,alexander.wilson@example.com,Belgium
+Olivia,Thompson,GlobalBridge Systems,Chief Executive Officer,o.thompson@example.com,Singapore
+Levi,Lee,NexaPulse Industries,Chief Financial Officer,levil@example.com,Brazil