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40 contributions to The Energy Data Scientist
Interactive Map with Energy Projects
Found and sharing an interactive energy infrastructure map hosted by GlobalGrid2050. It maps renewable energy and storage projects for the United Kingdom only. It is including solar PV, onshore and offshore wind, and battery storage . It is getting them from the UK's Renewable Energy Planning Database (REPD). You can filter projects by technology type, planning status (from "in planning" through to "operational"), and capacity range in MW. It also overlays grid infrastructure like substation density and water utility locations. It is a useful tool for visualising the spatial relationship between generation, storage, and network assets. https://globalgrid2050.com/repd_atlas_grid_model/
1 like • 13d
The main project data comes from the REPD (Renewable Energy Planning Database), which is maintained by BEIS (now DESNZ) which is the UK government department responsible for energy. So, it tracks the planning status of renewable energy projects across the UK, including technology type, capacity, operator, location, and planning status. The map layer is OpenStreetMap (used under the ODbL licence) for the underlying geographic data.
1 like • 13d
Anyone can reproduce this in Python. Eg for France, the main one would be the registre national des installations de production d'électricité from ODRÉ (Open Data Réseaux Énergies). This has project-level data on capacity, technology, location, and status. Germany has the Marktstammdatenregister (MaStR), and at an EU-wide level there's data from ENTSO-E's transparency platform. On the Python side, the typical stack would be GeoPandas for handling spatial data and shapefiles (administrative boundaries, substation locations), Folium or Plotly for interactive map , etc and maybe Streamlit or Panel to wrap it into an interactive web app with filters (technology type, status, capacity range).
How Climate Policy Shapes Energy Markets
I was reading this paper about how climate-related news and policy changes affect the financial stability of both fossil fuel and clean energy markets. It says that major political events, such as the U.S. withdrawal from the Paris Agreement or international climate summits, create short-term volatility and long-term price shifts across the entire energy sector. Also that market prices are driven much more by people's expectations of future climate policies rather than actual physical events like natural disasters.
0 likes • 13d
Thank you. Useful paper !
New Career Intelligence Report: The Energy Consulting Landscape (12-Page Breakdown)
I have just uploaded a new 12-page career intelligence brief detailing the specific consultancies in the energy sector currently offering analyst roles. Building advanced computational models is only half the equation. The other half is knowing exactly which top firms are actively looking to hire these quantitative skills in the market. This report is designed to bridge that gap. For every firm listed, the report outlines their specific energy focus, the exact graduate opportunities available, and the regions they hire in. - It is available to download. Where to find it: The PDF is now live in the Classroom (Page 5). Navigate to: Career Strategy & Interviews --> 2. Company Profiles & Intelligence --> 2.4. Consultancies in the Energy Sector.
1 like • 13d
Thank you. All these companies expanding I see.
Challenges about career path
I am currently struggling a bit with my future career path. Because job opportunities in the energy sector are limited in my country, I am trying to identify alternative routes. However, I do not want to stop working on energy markets and the sector itself. For me, it seems somewhat easier to enter the finance industry. Which department within finance would best support this long-term goal? I have been thinking that starting in a treasury department might be helpful, since it is directly related to monetary conditions and financial management. What do you think about this? If there is no direct path into energy markets, how should I build an alternative route that would still move me toward that objective?
1 like • 30d
Treasury is respectable work, but it is not the same as building a path into energy markets. I think the better question is not “what seems easier,” but ' where am I already strongest and most credible'. The harder the job, the more it pays also. Treasury is easy because it doesn't have coding? well, it may not pay well then maybe?
Oil and Gas Geopolitics
Would like to hear your thoughts on the potential global economic consequences of the closure of the Strait of Hormuz? I have some takeaways about this situation: 1.The closure of the Strait of Hormuz and halted shipments could push Brent crude prices above USD 100/bbl if the blockade persists. 2.Geopolitical tensions and market uncertainty typically increase demand for safe-haven assets like gold. There are increasing doubts about the US dollar's safe-haven status from Central banks like the European Central Bank, this could suggest a potential shift in currency dynamics making other currencies (Swiss Franc) or commodities ( Gold or Silver) more appealing as a safe heaven. I believe we will see the same market drivers for 2026 specially that war is escalating very fast, we are seeing even more countries involved like many of the Gulf countries, . Dr.Spyros made a analysis of Gold rally in 2025 (It explains many of the market drivers we are seeing also in 2026, highly recommended!) 3. Energy Resilience The uncertainty surrounding the closure of the Strait of Hormuz raises important questions about the resilience of global energy systems. Given that there is no clear timeline for reopening, this disruption could act as a catalyst for countries to reassess their dependence on oil and gas. Several countries are already feeling the effects of supply constraints, and if the situation persists, we may see increased volatility in energy markets. In this context, the crisis could accelerate investment and policy shifts toward renewable energy sources, as nations seek to reduce exposure to geopolitical risks associated with fossil fuel supply routes. If the conflict evolves into a prolonged situation, repeated disruptions or closures over time could further reinforce the urgency of diversifying energy portfolios and strengthening energy security. Let me know your thoughts!
0 likes • Mar 2
Your post also points to a deeper issue, the world still depends heavily on a few narrow energy routes. Even when alternative pipelines exist, they do not replace the full scale of Hormuz flows. So the lesson for 2026 is not only to watch oil price, but to watch logistics, insurance, and state capacity. Energy security is really about backups.
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Carlos González
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86points to level up
@carlos-gonzalez-9216
PhD candidate, energy systems

Active 13d ago
Joined Sep 23, 2025
ESFP
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