Institutional Ownership Factors

The Institutional Ownership Factors dataset provides daily insights into trends in equity investing from institutions. This dataset leverages our proprietary point-in-time Ownership dataset to provide granular information on global institutional- and fund-owned security positions, flow of funds, and activity globally across developed and emerging markets. Ownership is sourced from 13Fs, global mutual funds, daily ETF holdings, annual reports, and major stakeholder exchange announcements for equity securities.

This dataset combines our quantitative research capabilities with key elements of this raw data to create equity-level signals that are drivers of stock price performance. The combination of these factors gives users a holistic view of capital flows from institutions in global equities.<br/><br/>This dataset includes:

- Ownership concentration and crowding measure in global equities markets
- Hedge Fund ownership and institutional holding activity
- Trends in purchases or sales from institutions
- Changes in holdings and liquidity flow ratios

机构持仓因子数据集（Institutional Ownership Factors dataset）每日为用户呈现全球机构股票投资的趋势洞察。本数据集依托我方专属的时点持仓数据集，提供覆盖全球发达与新兴市场的精细化信息，内容涵盖机构及基金持有的证券头寸、资金流向及全球范围内的相关活动。该持仓数据的来源包括13F报告、全球共同基金、每日ETF持仓数据、上市公司年报以及权益证券的主要股东交易所公告。

本数据集将我们的量化研究能力与原始数据的核心要素相结合，生成能够驱动股价表现的个股层面信号。这些因子的组合能够为用户提供全球股票市场中机构资金流向的全景视角。

本数据集包含以下内容：
- 全球股票市场的持仓集中度与拥挤度指标
- 对冲基金持仓与机构持仓活动
- 机构买卖交易趋势
- 持仓变动与流动性流动比率

搜集汇总

背景与挑战

背景概述

该数据集提供全球机构持股的每日动态分析，包括持股集中度、对冲基金活动及资金流动趋势等关键指标，数据源自13F文件、共同基金持仓等多渠道，通过量化研究生成股票价格驱动信号。