Neudata

Alternative Data News and Insight

Neudata Intelligence

Bankruptcy datasets: an alt data approach

A structured database of companies that are filing for bankruptcy is a gold mine for institutional investors. Not only does it highlight distressed and/or turnaround investment opportunities, it can also be a valuable leading indicator to identify which other companies may soon share the same fate. For readers that are 1) actively searching for a bankruptcy database, 2) considering alternatives to the database(s) that they are currently subscribed to, or 3) simply curious about the space, we summarise a 2018 academic paper that details how to construct a company bankruptcy database using alternative data.

Neudata Intelligence

Deriving growth signals from hiring activity data

Using hiring activity data as a signal for future business growth is the most common investment use case for aggregating online job postings. But do other use cases exist for this type of data? For example, can it tell us a) how effective companies are at hiring highly demanded skills, b) whether any of their facilities have suspended operations or even c) a clearer picture of the economic activity in opaque markets? In this piece, we review the landscape of vendors providing job market data, outline possible use cases and discuss its limitations.

Neudata Intelligence

Net Promoter Scores: Revisited

It has been nearly six months since we last discussed Net Promoter Scores (NPS) in one of our Intelligence reports - our report initially made the case against NPS. Despite refuting the controversial customer loyalty metric as a leading financial indicator, we at Neudata still continue to receive interest from a significant number of institutional investors for NPS datasets. In response, we revisit the topic and discuss a 2018 academic paper that investigated whether NPS could be predictive of consumer spending and company revenue.

Neudata Intelligence

Using alternative data to measure intangible assets

Investors may want to pay more attention to intangible assets. As a percentage of total assets on S&P 500 constituents’ balance sheets, intangibles have risen from 17% in 1975 to over 84% today. Many datasets that measure intangibles are relatively unknown and under-utilized – perhaps offering a degree of edge to some investors. In this report we outline where to find alternative data sources that measure 3 types of intangibles: 1) brand value, 2) human capital and 3) intellectual property.

Neudata Intelligence

Litigation Data as a Predictor of Financial Returns

Last week saw the conclusion of Apple and Qualcomm’s much talked about royalties and patent lawsuit. While Qualcomm observed a 23% stock price surge following the lawsuit win, Apple, interestingly, managed to observe a stable stock price despite their loss. In this Intelligence piece, we summarize a 2018 academic paper that investigates the relationship between litigation and stock returns. Specifically, the paper examines whether portfolios consisting of public companies involved in lawsuits could observe positive returns, despite its negative perception.