Crowdsourced gig-economy earnings and activity panel

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Crowdsourced gig-economy earnings and activity panel: opt-in, anonymised trip/delivery records contributed by drivers who install the Gridwise companion app across Uber, Lyft, DoorDash, Grubhub, Instacart and Amazon Flex, normalised into 100+ metrics on work, wages, trips and deliveries — pay per hour / per mile / per job, platform take rates, revenue per trip/delivery/job, supply availability by time and place, and merchant-level performance per platform. Distinct from scraped or survey data: it is first-party earnings telemetry volunteered by the workers themselves, so realised pay (not advertised pay) is the core asset.

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Coverage

Universe, instruments and categories.

Industry: Application Software
Instruments: equities
Categories: AlternativeSentimentGeospatial

Dataset card

Type: not stated
Format: Tabular time-series panel — metric-level records by platform, market/metro, time-of-day, merchant and segment, delivered as benchmarking dashboards and licensed data extracts; underlying source is structured trip/earnings records exported from driver devices
Volume: Large: a national multi-metro trip/delivery time-series across six gig platforms with 100+ metrics per market/time slice. Bounded estimate: 10^7-10^8 contributed trip-level records cumulatively (a 10^5-scale driver panel each completing order 10^1-10^2 trips per week over a multi-year history), rolled into a metric table in the millions of rows per period
Users: Driver app panel of order 10^5 contributors (bounded estimate — inferred from a Series A with ~$18.2M raised, ~39 employees, a ~$3.5M revenue band, and the requirement to sustain 100+ metrics across six named platforms in many metros, which needs a large continuously refreshed multi-platform driver panel rather than hundreds of users)
History: 8 years
Update frequency: not stated
Growth: Active — live, current commercial solution page under an actively marketed retail/merchant segment, with a logo wall showing commercial and AV-sector buyers (Waymo, Zoox, Toyota, Volta, StreetLight, Replica, Goldman Sachs) alongside the gig platforms themselves; ~39 staff retained on a Series A base
Launched: ~2015-2017 (basis: a Series A-stage company with ~39 employees and ~$18.2M raised operating a mature multi-platform driver panel — historical breadth of that kind plus the Pittsburgh mobility-startup cohort places founding in the mid-2010s, when Uber/Lyft/DoorDash/Instacart panels first became constructible)
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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