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The CircleNetPage dataset contains profile information for all users in the CircleNet social network. Each record represents one user with their demographic and interest information.

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Overview

  • Total Records: 200,000 users
  • File Format: CSV without headers
  • Primary Key: ID
  • Purpose: Master user directory for the social network

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Schema Definition

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ID
integer
required
Unique sequential identifier for each user.
  • Range: 1 to 200,000
  • Constraint: Must be unique
  • Usage: Referenced by Follows (ID1, ID2) and ActivityLog (ByWho, WhatPage)
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NickName
string
required
User’s display name on the platform.
  • Length: 10-20 characters
  • Format: Realistic nickname (no commas)
  • Examples: “CoolSurfer99”, “TechGuru2023”, “NatureLover”
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JobTitle
string
required
User’s professional occupation.
  • Length: 10-20 characters
  • Format: Realistic job title (no commas)
  • Examples: “Software Engineer”, “Marketing Manager”, “Data Scientist”
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RegionCode
integer
required
Geographic region identifier for the user.
  • Range: 1 to 50
  • Purpose: Enables regional analysis and location-based queries
  • Note: Used for finding users in the same geographic area
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FavoriteHobby
string
required
User’s primary hobby or interest.
  • Length: 5-30 characters
  • Format: Realistic hobby description (no commas)
  • Examples: “Photography”, “Mountain Climbing”, “Playing Guitar”, “Reading Sci-Fi”

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Example Records

1,CoolSurfer99,Software Engineer,15,Photography
2,TechGuru2023,Marketing Manager,22,Mountain Climbing
3,NatureLover,Data Scientist,15,Bird Watching
4,CodeMaster42,Product Manager,8,Playing Guitar
5,DesignPro,UX Designer,33,Digital Art
The file does not include column headers. The order of values corresponds to: ID, NickName, JobTitle, RegionCode, FavoriteHobby.

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Data Characteristics

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Uniqueness

  • Each ID is unique across all 200,000 records
  • NickNames should be unique but this is not strictly enforced

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String Constraints

All string fields (NickName, JobTitle, FavoriteHobby) must NOT contain commas, as comma is the field delimiter.

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Realistic Data

The dataset generator should create:
  • NickNames: Creative but plausible usernames
  • JobTitles: Common professional roles
  • FavoriteHobbies: Real-world activities and interests

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Relationships

CircleNetPage is the central dataset referenced by:
  1. Follows Dataset: Both ID1 and ID2 must exist in CircleNetPage
  2. ActivityLog Dataset: Both ByWho and WhatPage must be valid CircleNetPage IDs
This dataset serves as the master reference for all user-related operations. Always validate that IDs exist in CircleNetPage before creating relationships or activity records.

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Analytics Use Cases

This dataset enables:
  • Hobby-based user segmentation and matching
  • Regional network analysis
  • Professional network identification
  • User demographic profiling
  • Interest-based recommendations

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Next Steps

Follows Dataset

Learn about relationship tracking

Generate Datasets

Create the CircleNetPage dataset

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