November-2022 Release Notes (11/04/22)
Welcome to the November 2022 release! π¦ π¦ π¦
This month we're thankful for another big bump in global POI coverage in some new parts of the world!
(2022-10-26/1666760403
shipped on 2022-11-04)
Highlights
- +8.6M new POI across the globe π
- +168 new brands across 103 countries π
- +1.9M new transit POI globally π
- +2.7M new POI in Japan π―π΅
- +1.3M new POI in Australia π¦πΊ
Enhancements
SafeGraph is delivering more POI each month in countries around the world. This month SG Places has a grand total of 40,178,176, including POI with or without geometry, closed POI and parking lots. This is a net increase of 8,608,325 places from last month (+49,138πΊπΈ, +51,048π¨π¦, +31,567π¬π§, +8,476,572 π outside these geographies):
- + 6,550,248 standard POI (+44,018 πΊπΈ, +48,929 π¨π¦, +25,240 π¬π§, +6,432,061 π)
- + 2,058,077 point-only POI (+5,120 πΊπΈ, +2,119 π¨π¦, +6,327 π¬π§, +2,044,511 π)
Global POI Growth
Our recent growth leaps have been in the US and Europe. But this month we added over 8.5M places outside of the US including substantial growth in countries outside of Europe. Here are a few examples:
- +2,694,597 POI in Japan π―π΅
- +1,186,001 POI in Brazil π§π·
- +401,747 POI in Mexico π²π½
- and...
Australia π¦πΊ
With this release, we've also added almost 1.3M POI in Australia, achieving substantial coverage for this oft requested country. Below are a few highlights for our current category coverage:
- Restaurants and Other Eating Places (7225) with 100,581 POI π½οΈ
- Automotive Repair and Maintenance (8111) with 59,813 POI π
- Clothing Stores (4481) with 45,414 POI ππ
- Offices of Physicians (6211) with 42,283 POI π©Ί
Of course, you can always visit our Places Summary Stats to find more details on our continued growth.
Brands
We've added a grand total of 168 brands across 103 countries. Some of the highlights:
Notable brands π
- La Poste (SG_BRAND_2df189e2b81de44b) with 18,289 POI π¦
- Agip (SG_BRAND_6dad2bf875aef631) with 5,025 POI β½
- Ipiranga (SG_BRAND_e9dfd38bfd6d1f4b) with 4,443 POI β½
π Are we missing a brand or country? π Please let us know here!
Brand Openings and Closings
- We rely on POI metadata to track store openings and closings, and we are especially interested in understanding open/close dates for branded POIs. It can take more than a month to infer open/close dates, so we report brand open/close metrics on a one month delay.
- In this release, we flagged 1,588 brands with at least one store closure in September 2022 and 1,777 brands with at least one store opening in September 2022
- Learn more about our open/close columns here
Categories
The POI we've added this month span a wide range of categories, including the following additions:
-
POI with geometry:
- Full-Service Restaurants (722511) with +431,294 POI π½οΈ
- Clothing Stores (4481) with +249,168 POI ποΈ
- Hair, Nail, and Skin Care Services (81211) with +215,089 POI π
-
Point-only POI:
- Urban Transit Systems (4851) with +1,952,460 POI π
- Couriers and Express Delivery Services (492110) with +92,618 POI π¨
- Other Gasoline Stations (447190) with +10,734 POI β½ π
Drops β¬οΈ
- We are ingesting many sources and due to source changes and processing changes, Placekeys do drop over time. In this release, we dropped 64,310 Placekeys (20,960 branded and 43,350 non-branded).
Enhancements - Patterns
-
In last month's delivery, SG Monthly Patterns had 5,967,317 POIs (US only). This month, SG Monthly Patterns has 6,017,069 POIs (net +49,752).
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Last month, SG Monthly Patterns had 970,996,555 visits from 17,474,374 visitors. This month, SG Monthly Patterns has 1,025,057,994 visits from 17,711,448 visitors (delta +54,061,439 visits, +237,074 visitors).
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Our Neighborhood Patterns product, provides more generalized foot traffic flows across census block groups. In the
US
we have 2,237,628,879 raw stops (+148,783,997 from last month). InCA
we have 46,445,190 raw stops (+2,062,145 from last month).