Alternative Data Sources
Expert-defined terms from the Certified Specialist Programme in Data Analytics for Asset Management course at London School of Business and Administration. Free to read, free to share, paired with a professional course.
Alternative Data Sources #
Alternative data sources are non #
traditional datasets that are used by asset managers to gain insights and make investment decisions. These sources go beyond traditional financial data like stock prices and company reports, providing a more comprehensive view of the market and specific industries. Alternative data can include a wide range of information, such as satellite imagery, social media sentiment, credit card transactions, web traffic data, and more. By analyzing alternative data sources, asset managers can uncover unique trends and patterns that may not be reflected in traditional datasets, giving them a competitive edge in the market.
Example #
An asset manager looking to invest in the retail sector might analyze foot traffic data from mobile phone location services to gauge the popularity of different stores and make informed investment decisions.
Practical Applications #
Asset managers can use alternative data sources to identify emerging trends, assess consumer sentiment, evaluate the performance of specific companies, and make more informed investment decisions. By incorporating alternative data into their analysis, asset managers can gain a deeper understanding of market dynamics and potentially generate higher returns for their clients.
Challenges #
One of the main challenges of using alternative data sources is the sheer volume of information available. Asset managers must be able to filter through vast amounts of data to identify relevant insights and avoid analysis paralysis. Additionally, alternative data may be unstructured or incomplete, requiring specialized tools and techniques to extract meaningful information. Finally, privacy concerns and regulatory restrictions may limit the use of certain types of alternative data, making it important for asset managers to carefully evaluate the sources they use.