Spatial Data Science Conference 2022 London
2022-05-19
London, United Kingdom
as the organisers put it
The Spatial Data Science Conference brings together professionals from Data Science, GIS & Analytics to share knowledge and network.
| title | author | length |
|---|---|---|
| Predicting Store Cannibalisation using ML | Emily Smith | 10m |
Model predicts percentage spend per LSOA for a hypothetical new store using LightGBM regression trained with leave‑one‑out on 19 recent openings, ingesting… | ||
| Take your Business to a New Geography | Javier de la Torre | 22m |
Argues that cloud-native warehouses plus common formats make scalable geospatial analytics practical now, and shows concrete work: a live demo of a synthetic… | ||
| Enriching Locations with Real-World Consumer Behavior Data | Ross Epstein | 32m |
SafeGraph builds an enriched POI product that combines a places file, detailed polygons/geometries (including parent‑child like in‑store cafés and parking… | ||
| Using Spatial Analytics for Telco Data Monetization | David González | 11m |
Vodafone Analytics processes antenna metadata (3G/4G/5G) at scale using Spark and Scala on Google Cloud, serving eight markets and visualizing with CARTO. It… | ||
| Geographies of Linear Infrastructure | Stephen Bell | 14m |
Shows how linear referencing and simple intersection/proximity overlays map direct (red) and indirect (orange) impacts of roads on registered parks and gardens… | ||
| Building Aggregated Solutions to Scale Your Geospatial Strategies | Benjamin Thürer, Andy Sumpter | 24m |
Builds global aggregated location products that correct supply and market-share bias and attach a quality score, using methods like low-pass filter + SVD +… | ||
| NLP for GIS | Thusal Bennet | 17m |
Uses a licensed Airbnb dataset of millions of listings and billion words to map cross‑border property interest and domestic flows, producing pixel maps that… | ||
| Location Data and the Future of Media Buying | A.Stevens, E.Fisher | 23m |
Clear Channel describes RADAR® as a device‑level planner that uses SDK mobile location feeds with 100 locations per user per day and roughly 10% population… | ||
| Electric Vehicle Insights from Spatial Data | Jason Lucas | 14m |
A household-level model ranks UK households by propensity to buy a new battery EV using Experian Mosaic segmentation plus DVLA registrations, validated with… | ||
| Expert Panel | Location Data in Retail & Real Estate: Delivering an ROI Through Analytics | Kannappan Sirchabesan, Natasha Patel, Clifford McDowell | 22m |
Panelists describe concrete workflows: ingesting feeds from 1,500 data publishers, joining Royal Mail and Ordnance Survey address layers to match roughly 34.5… | ||
| Expert Panel | Going Places: Location Intelligence for Transport and Logistics | HELEN MCKENZIE, Jesús Nieto Martin, Jeroen Brouwer, Ricardo Herranz | 21m |
Panel lays out concrete wins and gaps: using mobile network data and GPS probes to replace slow household surveys, justify EV charging investments and reveal… | ||
| Mosaic: A Framework for Geospatial Analytics at Scale | Milos Colic | 14m |
Databricks outlines a concrete stack for large-scale geospatial work: Mosaic as a Databricks Labs framework for distributed spatial joins and indexing, Delta… | ||
| Ecommerce going offline - parcel lockers network analytics | Michał Kliś | 19m |
Allegro builds a fulfillment and last mile stack around a proprietary parcel locker network called One Boxes and aims for 3000 lockers this year already at… | ||
| Spatial Trends of London’s Road Accidents | Val Ismaili | 15m |
Uses DfT STATS19 point data for 2019, aggregates into H3 hexagons (0.75 km²), normalizes counts and runs local Moran’s I spatial autocorrelation to map… | ||
| GIGS, open-source geodetic testing to verify your spatial data and applications | Josh Townsend | 20m |
GIGS is an open source verification toolkit (v2.0) that runs 10,000 test points and 200-question checklists against geodetic engines and spatial applications… | ||
| Why Geospatial Data is Infrastructure | Lisa Allen | 18m |
Argument: treat geospatial data as critical infrastructure equal to roads and energy, because it underpins pandemic response, routing and planning. Evidence… | ||
| A Toolbox for Scalable Spatial Data Science in the Cloud | Juan Luis Ruiz-Tagle Oriol | 18m |
CARTO presents a cloud‑native SQL library that installs inside warehouses (BigQuery Redshift Snowflake Databricks) to run spatial analytics at scale without… | ||
| Cloud Native Patterns for Geospatial Analytics and AI | Linda Sheard | 20m |
Argues for moving geospatial compute to cloud data lakes and running distributed jobs on Databricks or VM clusters rather than downloading data to laptops… | ||
| Digital Trace Data to Measure Human Mobility | Francisco Rowe | 19m |
Survey of non‑traditional mobility sources shows concrete trade-offs and gaps: CDR/XDR produce aggregated origin‑destination matrices, while GPS and Bluetooth… | ||
| Cites Digital Transition to a Sustainable Future: The Role of Data | Sergio Gambacorta | 13m |
Open-data tools assess and act: a Circular City Index scores readiness across 8,000 Italian municipalities; a 15-minute city index evaluates 13 public-service… | ||
| nothing matches | ||