by Calculated Risk on 4/11/2022 09:03:00 AM
Monday, April 11, 2022
Six High Frequency Indicators for the Economy
These indicators are mostly for travel and entertainment. It is interesting to watch these sectors recover as the pandemic subsides.
The TSA is providing daily travel numbers.
This data is as of April 10th.
Click on graph for larger image.
This data shows the 7-day average of daily total traveler throughput from the TSA for 2019 (Light Blue), 2020 (Black), 2021 (Blue) and 2022 (Red).
The dashed line is the percent of 2019 for the seven-day average.
The 7-day average is down 9.5% from the same day in 2019 (90.5% of 2019). (Dashed line)
Air travel has been moving sideways over the last month, off about 10% from 2019.
The second graph shows the 7-day average of the year-over-year change in diners as tabulated by OpenTable for the US and several selected cities.
IMPORTANT: OpenTable notes that all data is compared to 2019. Thanks!
Thanks to OpenTable for providing this restaurant data:
This data is updated through April 9, 2022.
This data is "a sample of restaurants on the OpenTable network across all channels: online reservations, phone reservations, and walk-ins. For year-over-year comparisons by day, we compare to the same day of the week from the same week in the previous year."
Dining was mostly moving sideways but declined during the winter wave of COVID and is now increasing. The 7-day average for the US is down 1% compared to 2019.
Thanks to OpenTable for providing this restaurant data:
This data is updated through April 9, 2022.
This data is "a sample of restaurants on the OpenTable network across all channels: online reservations, phone reservations, and walk-ins. For year-over-year comparisons by day, we compare to the same day of the week from the same week in the previous year."
Dining was mostly moving sideways but declined during the winter wave of COVID and is now increasing. The 7-day average for the US is down 1% compared to 2019.
This data shows domestic box office for each week and the median for the years 2016 through 2019 (dashed light blue).
Black is 2020, Blue is 2021 and Red is 2022.
The data is from BoxOfficeMojo through April 7th.
Note that the data is usually noisy week-to-week and depends on when blockbusters are released.
Movie ticket sales were at $101 million last week, down about 52% from the median for the week.
Note that the data is usually noisy week-to-week and depends on when blockbusters are released.
Movie ticket sales were at $101 million last week, down about 52% from the median for the week.
This graph shows the seasonal pattern for the hotel occupancy rate using the four-week average.
The red line is for 2022, black is 2020, blue is the median, and dashed light blue is for 2021.
This data is through April 2nd. The occupancy rate was down 6.4% compared to the same week in 2019.
The 4-week average of the occupancy rate is just below the median rate for the previous 20 years (Blue).
Notes: Y-axis doesn't start at zero to better show the seasonal change.
Notes: Y-axis doesn't start at zero to better show the seasonal change.
The 4-week average of the occupancy rate will now mostly move sideways seasonally until the summer.
NOTE: This is the last Apple update. Apple will stop providing this data on April 14th.
This graph is from Apple mobility. From Apple: "This data is generated by counting the number of requests made to Apple Maps for directions in select countries/regions, sub-regions, and cities." This is just a general guide - people that regularly commute probably don't ask for directions.
This data is through April 9th
This data is through April 9th
for the United States and several selected cities.
The graph is the running 7-day average to remove the impact of weekends.
IMPORTANT: All data is relative to January 13, 2020. This data is NOT Seasonally Adjusted. People walk and drive more when the weather is nice, so I'm just using the transit data.
According to the Apple data directions requests, public transit in the 7-day average for the US is at 125% of the January 2020 level.
The graph is the running 7-day average to remove the impact of weekends.
IMPORTANT: All data is relative to January 13, 2020. This data is NOT Seasonally Adjusted. People walk and drive more when the weather is nice, so I'm just using the transit data.
According to the Apple data directions requests, public transit in the 7-day average for the US is at 125% of the January 2020 level.
Here is some interesting data on New York subway usage (HT BR).
This graph is from Todd W Schneider.
This graph shows how much MTA traffic has recovered in each borough (Graph starts at first week in January 2020 and 100 = 2019 average).
Manhattan is at about 39% of normal.
This data is through Friday, April 8th.
He notes: "Data updates weekly from the MTA’s public turnstile data, usually on Saturday mornings".