[OC] A year of COVID research by topic

This page summarizes the projects mentioned and recommended in the original post on /r/dataisbeautiful

InfluxDB - Power Real-Time Data Analytics at Scale
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  • corona-ml

    Machine learning to text-mine coronavirus research for CoronaCentral.ai

  • The data is from CoronaCentral (https://coronacentral.ai). The topics are identified using a BERT-based supervised learning method. We've annotated about ~3200 articles with topics and article types and trained a classifier on them. More details are in the preprint: https://www.biorxiv.org/content/10.1101/2020.12.21.423860v1 and the code is available at: https://github.com/jakelever/corona-ml. The visualization was made using ggplot and gganimate.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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