Table 2 Additional heuristics for shareholder type prediction.
From: A dataset of venture capitalist types in China (1978–2021): A machine-human hybrid approach
Descriptions of heuristics |
|---|
− Predict a shareholder as Type 4 (Financial) if any of the following keywords appears in Firm Name: securities, insurance, trust, financial services, mergers and acquisitions, guarantees (证券,保险,信托,金融服务,并购,担保). |
− Predict a shareholder as Type 4 (Financial) if any of the following keywords appears in Business Scope: non-performing assets, resource development (不良资产,资源开发). |
− Predict a shareholder as Type 4 (Financial) if any of the following keywords appears in Industry: life insurance, insurance agent services, insurance brokerage services, trust companies, credit services, publicly offered securities investment funds, notary services, other futures market services, reinsurance, commercial banking services, securities market management services, securities and futures regulatory services, securities brokerage transactions services, property insurance, financial company services (人寿保险,保险代理服务,保险经纪服务,信托公司,信用服务,公开募集证券投资基金, 公证服务,其他期货市场服务,再保险,商业银行服务,证券市场管理服务,证券期货监管服务,证券经纪交易服务,财产保险,财务公司服务). |
− For a shareholder that is predicted as both Type 2 (Corporate) and Type 4 (Financial), we label it as Type 4 (Financial) if any of the following keywords appears in Firm Name: investment, assets, futures, capital, finance, financial leasing (投资,资产,期货,资本,金融,融资租赁). |
− For a shareholder that is predicted as both Type 4 (Financial) and Type 6 (Professional), we label it as Type 6 (Professional) if any of the following keywords appears in Firm Name: venture capital, investment, consulting, asset management, incubation, innovation (创投,投资,咨询,资产管理,孵化,创新). |
− For a shareholder that is predicted as both Type 2 (Corporate) and Type 6 (Professional), we label it as Type 6 (Professional) if any of the following keywords appears in Business Scope: business consulting (管理咨询). |
