Covid Impact 7 – Mobility

  • A cool dataset from Google on community mobility due to COVID-19.
  • Just type in your country.
  • Similar to Foursquare data.
  • The one for UK is interesting. Figure shows Greater London.
  • Probably the starting point for this.
  • In the end Covid could prove to be a huge boon for analysis. The level of data generated is unprecedented.
  • It is also arguably the closest we have come to macro-level natural experiment – an economists dream.

Covid Impacts

  • Interesting data from Foursquare regarding foot traffic (up to 27th March) in the US.
  • As expected Airports -66%, Hotels -61%, Bars -60%, Gyms -64%, Malls -61%, Clothing Stores -72%, Movie Theatres -75%, Restaurants -73%.
  • There are some interesting observations though.
  • Despite restaurant traffic being down 73%, fast food is only -17% – likely due to take away.
  • Interestingly after the initial stocking spike traffic to supply stores, grocery stores (pictured) and liquor stores is now well down from the peak (but still up overall).
  • Drug stores on the other hand are seeing a +28% and hardware stores continue to see strong traffic (+27%).
  • Gas station traffic initially ticked up but are now seeing -7-8% decline.
  • Outdoors is booming with visits to trails +34% and parks +10%.

Dealer Inventory (repost)

  • US Bonds outstanding continues to grow.
  • However, inventory of bonds at primary dealers has stayed low since the financial crisis.
  • This doesn’t however capture turnover of inventory – which has risen.
  • Overall this still creates a very risky situation in terms of liquidity.
  • Especially problematic now that Bond ETFs have hit $1 trillion.

Italy

  • Big interesting read from Spiegel on Italy’s economic sluggishness.
  • A nice ending.
  • In parting, though, this correspondent nevertheless has hope that the Italians will stay true to their legendary talent for mastering crises with grandezza. The Italians have a wonderful saying for painful moments: “Ballando non duole il piede.” Your feet don’t hurt when you’re dancing.”
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