Discussions
Similarweb Daily App Engagement
I have a question about the Similarweb Daily App Engagement data. The documentation suggests that the data is at the country level: "Observation Level: Daily app engagement by country". But in the dataset, I see that the 'country' field always takes the value: "WW". Is the country level data also available?
Device type counts and Raw visit counts in Advan Traffic Data
I noticed that the sum of device counts in DEVICE_TYPE is often greater than the total number of visitors in RAW_VISITOR_COUNTS. As in the first row of the data preview, the raw visit counts is 5, but the Device Type has an entry of {"android":4,"ios":4}", which I interpreted as 4 android devices and 4 iOS devices. How are device types registered to each POI and is the reason the sum of device counts higher than the total number of raw visitors because each visitor can bring multiple devices to the location? Or if a focal visitor makes several trips to the given POI, is it possible that their devices are counted multiple times?
Daily Spend Breakout by Brand and State Filters
There are no filters for the data "Daily Spend Breakout by Brand and State", and the download is limited to 20%. So I can download nothing without any filter
Safegraph
In the spend pattern data, we have raw_total_spend and online_spend. Does this mean that offline (or in-store) spend is simply the difference between raw_total_spend and online_spend? Or raw_total_spend is same as in store spend?
The geographical parcel data linked with Automated Valuation Model
The AVM dataset links to parcel data using ATTOM_ID (Unique parcel identifier). However, I cannot find the parcel file online. Thanks in advance for helping me.
Daily Weather Data - Custom Weather
Not being able to filter the data prior to downloading. Any recommendations on how to proceed?
Advan weekly patterns: What year is home CBG from?
What census year is the census block group home for visitors from? I am working with a dataset from NY, and it has 16208 CBGs. The 2020 census for NY reports 16070 CBGs
Global Data
It's a bit unclear to me which data sets exclusively encompass the United States and which are global in their coverage. For example, Job Postings with Salary from WageScape claims to comprise "individual roles around the world", but then when I click on the documentation the metadata claims `Geographical Coverage: United States.