Iberdrola Datathon
IE x Iberdrola datathon case study for Spain 2027 interurban EV charging rollout strategy, combining demand projection, grid readiness, corridor friction, and phased deployment planning.
Converted messy infrastructure and demand data into a business-defensible rollout plan with reproducible outputs, maps, report assets, and pitch-ready evidence.
The Iberdrola Datathon project is a public-safe case study from the IE x Iberdrola challenge on interurban EV charging network planning in Spain. The work focused on building a 2027 rollout strategy that did more than minimize charger count: it connected projected EV demand, existing charger coverage, road corridors, grid hosting capacity, and deployability constraints into a phased business plan.
The project is strongest as a data-to-strategy signal. It turns raw infrastructure datasets into reproducible outputs, map visuals, required competition CSVs, a final report narrative, and a pitch-ready recommendation that separates deploy-now sites from monitor and reinforcement-first locations.
Tech Stack
Key Features
- Spain 2027 interurban EV charging rollout strategy for an IE x Iberdrola challenge
- Existing interurban charger baseline removed before proposing new sites
- Road-segment, grid-node, EV-growth, and friction-point evidence combined into one story
- Phased recommendation across deploy-now, phase-with-monitoring, and reinforcement-first sites
- Self-contained map, required CSV outputs, written report, and slide assets
- Public-safe summary of private competition work
Technical Highlights
- 6,895 eligible road segments modeled
- 2,336 existing interurban chargers normalized after the tightened baseline filter
- 1,839 grid nodes incorporated into deployment-readiness reasoning
- 727,696 projected EVs used for the 2027 planning frame
- 10 candidate network sites and 9 friction points converted into a phased rollout plan
- One-command rebuild path for processed data, maps, CSVs, and report assets
Architecture
Data Pipeline
- Load and clean raw public infrastructure and EV-growth data
- Normalize processed tables and generated map-ready outputs
- Validate the required File 1, File 2, and File 3 CSV deliverables
Strategy Layer
- Identify corridor pain points and visible coverage wins
- Cross-check candidate sites against grid-readiness signals
- Translate infrastructure mismatch into a phased Iberdrola rollout narrative
Challenges & Solutions
Keeping assumptions explicit enough for judges and teammates to audit
Avoiding a naive charger-count answer when deployability and grid readiness matter
Making messy geospatial and infrastructure data pitchable
Representing private challenge work publicly without exposing internal repo details
Gallery
