LinkedIn people profiles

Dataset Features

• timestamp: The time when the data was captured.
• linkedin_num_id: A unique identifier for the LinkedIn profile.
• url: The URL of the LinkedIn profile.
• name: Name of the LinkedIn user.
• country_code: Country code of the user's location.
• city: The city where the user is based.
• about: A brief description or summary of the user's professional background.
• followers: Number of people following the user's profile.
• connections: Number of connections the user has on LinkedIn.
• position: The user's current job title or position.
• experience: The number of years of professional experience the user has.
• current_company: The name of the company where the user currently works.
• current_company_name: An additional field possibly representing the company's name for consistency.
• current_company_company_id: A unique identifier for the current company.
• posts: posts made by the user.
• activity: User's recent activity or engagement on LinkedIn.
• education: The user's highest level of education.
• educations_details: Detailed information about the user's educational background.
• courses: Courses the user has completed or is enrolled in.
• certifications: Any professional certifications the user holds.
• honors_and_awards: Recognitions, honours, or awards the user has received.
• volunteer_experience: Any volunteer work the user has participated in.
• organizations: Organizations or groups the user is associated with.
• recommendations_count: recommendations the user has received.
• recommendations: Specific recommendations provided by other LinkedIn users.
• languages: Languages spoken by the user.
• projects: Projects the user has worked on.
• patents: Patents held by the user.
• publications: Publications authored by the user.
• avatar: URL to the user's profile picture.
• default_avatar: Indicates whether the user has a default avatar or a custom one.
• banner_image: URL to the user's banner image.
• similar_profiles: LinkedIn profiles similar to the given user profile.
• people_also_viewed: Profiles that were also viewed by people who viewed the user's profile.
• memorialized_account: Indicates whether the user's account has been memorialized.
• input_url: The source URL from which the data was scraped.
• linkedin_id: A unique identifier for the LinkedIn profile.

Distribution

• Data Volume: 38 columns and 525.94 M rows
• Data Format: CSV

Usage

• Social Network Analysis: Analyzing LinkedIn users' connections, followers, and activities to understand professional networking patterns.
• Career Development Tools: Building tools or platforms that provide career advice based on the user's profile and activity.
• Machine Learning: Training machine learning models for tasks such as job recommendation systems or professional skill assessments.
• Business Intelligence: Analyzing user profiles for market research, hiring trends, or business development.

Coverage

• Geographic Coverage: Global coverage, with data from users located in various countries and cities.
• Time Range: The data collection period varies but may include data from recent years.

License

1. Data Provider's License
   • Bright Data Master Service Agreement

Who Can Use It

• Data Scientists: For training machine learning models, especially in social network analysis and career recommendation systems.
• Researchers: For academic or scientific studies related to professional networks, career trends, or data analysis.
• Businesses: For market analysis, talent scouting, recruitment efforts, or customer insights.

Potential Names for the Dataset:

• LinkedIn Profile Analytics Dataset
• Professional Network Insights Dataset
• LinkedIn User Data Collection
• Career Profile Dataset

Pricing

Based on Delivery frequency

• Monthly

• Quarterly

• Bi-annual

• One-time purchase