Quants

High quality China and text datasets, extensive data processing and machine learning capabilities. Price prediction and bespoke data sourcing available.

China datasets

  • China Order Flow Data and Service

  • Earning Call Transcripts

  • Public disclosures on broker onsite research

  • Executive official responses on online platforms

  • Issuers: Equity, Fixed income,Fund

  • Instrument: Equity, Fixed income, Fund

  • Company relationships

  • Equity Top 10 shareholders

  • Fund Holdings

  • Wechat

  • TikTok

  • Weibo

  • Baidu

Global datasets

  • U.S.

  • Canada

  • U.K.

  • Japan

  • China

  • Australia

  • Singapore

  • Hong Kong

  • Taiwan

  • Germany

  • Spain

  • France

  • Sweden

  • South Korea

  • Isreal

APIs

Functional

  • Sentiment

  • Event detection

  • Theme detection

  • Summarisation

  • Article/phrase clustering

  • Keyword extraction

NLP Pre-processing

  • NER (Named-entity recognition)

  • Part of speech analysis

Machine Learning

  • BERT (Bidirectional Encoder Representations from Transformers)

  • Deep Learning

  • Integrated Training

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