Discussions
Safegraph Spending Patterns
We are currently working with the Safegraph spending series
Historical SafeGraph Global Places (POI) and Geometry Data
Is there any way to access historical versions of the SafeGraph Global Places (POI) dataset for time-series analysis?
Processing my dataset for many days
Hi I have a dataset api pull from the Advan safegraph patterns dataset that has been processing for days. My friend tried making a similar pull and it is also still processing. Why is this so? Usually a pull takes less than 5 minutes to prepare.
How to distinguish the SafeGraph and Advan Patterns datasets?
Dear Dewey team,
SafeGraph Data Sources
Is there more information on the sources of SafeGraph spending data? The documentation simply says "anonymized debit and credit card transaction data". The percentage of total spending relative to revenue reported in the company financials seem to vary across brands. We are wondering how representative the panel of consumers is and what the potential biases might be, which would be important to our search design.
Link SafeGraph Brand STOCK_SYMBOL to public company ticker
As the guidance (https://github.com/Dewey-Data/SafeGraph-PublicCompanies) claims, neither SafeGraph nor Compustat provide historical ticker information (i.e. the ticker identified by each data source is the ticker as of a particular point in time.), then is there any method that we can use to lower down the mismatch rate when linking SafeGraph with Compustat? Is "Stock Symbol" the only identifier available?
Identifying udpates to Safegraph Global POI & Geometry data
I have bulkdownloaded POI & Geometry data two months ago (April 2025). I know that the data coverage starts in 2019 and you started providing this data in 07/13/2023, And supposedly it is updated monthly on Day 5. At the moment, the latest cycle seems to be 06/05/2025.