Company & People Data by Harmonic Labs

Harmonic data is a one-stop-shop for company and team information, with a special focus on the startup ecosystem. Data is updated daily to keep pace with the fast-moving startup world, empowering your team to act at the right time.

Included in this listing are two tables:
- Companies
- People

Companies includes data on things like funding, headcount, and traction on interesting startups around the world. These data are also recorded inside a "snapshots" object, meaning you have access to powerful time-series analysis.

People includes 100+ million records of person profiles, with data from publicly available data from Linkedin, Twitter, and Product Hunt.

Sample fields in companies:
- Tags = a list of Harmonic-generated industry and company tags that help you gain unique insight into a business
- Highlights = a list of Harmonic-generated highlights that reflect our unique point of view on what makes an interesting business
- Description = a company's description, scraped from LinkedIn or a company's website
- Traction Metrics = an object that contains aggregated stats on headcount and social follower traction at various points in the past
- Snapshots = a full snapshot of all of the data Harmonic had about a company at a previous point in time

Sample fields in people:
- Highlights = a list of Harmonic-generated highlights that reflect our unique point of view on what makes an interesting person
- Experience = an array of a person's work experiences (according to LinkedIn)
- Education = a formatted object showing a person's education history (according to LinkedIn)
- Socials = available social URLs for a person
- Contact = available contact information for a person

搜集汇总

背景与挑战

背景概述

该数据集由Harmonic Labs提供，专注于全球创业生态系统的公司及人员信息，每日更新以确保时效性。数据集包含Companies和People两个核心表：Companies表涵盖融资、人员规模等动态数据，并支持通过快照功能进行时间序列分析；People表包含超1亿条个人资料，整合了LinkedIn、Twitter等公开平台的职业经历、教育背景及联系方式。