Evaluating the impact on commercialization & diffusion (Trends in Data Science Topics in Newspapers)
While trends in journal articles and conference publications can help us examine trends in late stage R&D activities, examining counts in newspaper articles tied to AI and data science can be equa…
Evaluating the impact on commercialization & diffusion (Trends in LinkedIn Job Titles)
Building on the idea that workers using ML and data science tools are a good measure of commercialization and diffusion, we merged existing data on the number of people with the title “Data Scientis…
Evaluating the impact on commercialization & diffusion (Trends in ML Python Package Use)
While some papers in the past have utilized Google Trend data to capture interest in a topic or track the spread of disease, we use a close variant in our work based on data from Keywords Everywhere.8…
Evaluating the Impact on late stage R&D (Journal and Conference Publication Data 2)
Before reading, find part 1 of this trend here Given that these statistics include papers authored by researchers in any region, and COVID-19 had differential impacts on countries due to different exp…
Evaluating the Impact on late stage R&D (Journal and Conference Publication Data 1)
While the aggregate patent statistics give some support to the hypothesisthat COVID-19 had a negative effect on late stage R&D across the board, given the fact that patent applications from the US…