Here are a few snippets from the Recovery Monitor we have pulled together @nousgroup with #rstats to keep track of some of the fast-updating data - not just COVID-19 rates - in the current crisis. https://nousgroup.shinyapps.io/recovery-monitor/">https://nousgroup.shinyapps.io/recovery-...

First up, there& #39;s an interesting juxtaposition of the sentiment of tweets by Australia& #39;s largest firms, and the ASX200. I was surprised how strongly a crude tool like dictionary-based sentiment analysis follows the real-world changes.

We& #39;ve taken an industry lens and based are data collection on the 4,000+ firms the @WGEAgency publishes data on. This means we can reflect on stock price and Twitter relationships by industry, too - here shown professional services (still need to work on titles on this page!).

We draw on the (proprietary/commercial) daily feed of job adverts from @burning_glass. Again using an industry lens we can see the decline in job adverts, in this case retail in Australia. We& #39;ve used daily seasonal-adjustment to sort through some of the noise.

The Burning Glass job adverts data has info on skills. We can& #39;t publish too much granular detail from this dataset (hire us if you want more!) but as a taster here are the skills and occupations more in demand from retail employers since the crisis. AWS features...

There& #39;s a lot more in this @NousGroup Recovery Monitor tool than I& #39;ve mentioned in this thread. It& #39;s a pragmatic in-progress thing rather than a polished final product just yet. Check it out and give me feedback, via Twitter or email (I& #39;m easy to find). https://nousgroup.shinyapps.io/recovery-monitor/">https://nousgroup.shinyapps.io/recovery-...