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Each dashboard in this repository visualizes a different dimension of transformation: from megawatts to teraflops, from on-prem to orbit, from human oversight to autonomous systems.

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TAM-DS/Texas-Energy-Data-Pulse

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🌎 Texas Energy Data Pulse → The Intelligence Frontier

A data-driven exploration of how power becomes intelligence — across Texas, the Gulf-Saudi Arabia, UAE and Qatar, and orbit. 19 dashboards. One mission: turning efficiency into alpha.

Energy Data Analytics Update Frequency Data Driven

🎯 About This Series

What began as a Texas Energy dashboard series has evolved into a global intelligence project — exploring how compute power, energy efficiency, and agentic AI are redefining modern infrastructure.

Each dashboard in this repository visualizes a different dimension of transformation: from megawatts to teraflops, from on-prem to orbit, from human oversight to autonomous systems.

🧩 Each dashboard is interconnected — collectively mapping how energy, compute, and intelligence form the backbone of the modern economy.

🗂️ Complete Analysis Index

Data Drops Topic Key Insight Date
1 Cloud Adoption Rates Tableau 40% tech sector gap = $18B opportunity Sep 2025
2 Texas Power and Cyber Tableau Texas Power Grid Most Vulnerable: 28 Attacks, 36 Hours Down, $89M Lost Sep 2025
3 Texas Agentic AI Automation Tableau AI implementation ROI across energy sectors reveals Oil & Gas leads with $4.1M average returns per use case Sep 2025
4 Texas Energy and Sustainability Tableau Sustainability isn't just good stewardship, it's a smart business strategy with BP America leading at 21.3% YTD Sep 2025
5 Texas Water Stress & Drought Risk Tableau Hydrogen, petrochemical, and coal facilities face the steepest operational risks as cooling inefficiencies collide with rising drought pressures Sept 2025
6 Texas Data Centers — AI and Petabyte Scale. Tableau Newer AI facilities are MORE sustainable than legacy infrastructure. This contradicts the narrative that AI expansion = environmental disaster Sept 2025
7 The $16B Texas Secret Nobody's Talking About Tableau I mapped $48B in Texas VC funding by geography and sector. The result? South Padre Island is getting MORE venture capital than most major metros. Oct 2025
8 The real Texas GDP impact? Tableau The Future Isn't AI OR Traditional Tech. It's AI Integrated Into Everything Else. Oct 2025
9 Texas Building The AI Backbone Tableau Texas isn't building space infrastructure OR AI infrastructure. It's building infrastructure where they're the same thing. Oct 2025
10 When The Grid Goes Galatic Tableau The next grid crisis won't start in Houston. It'll start at a launch pad. Oct 2025
11 Texas Space Infrastructure AI Integration vs. Launch & Project Activity Tableau The race to orbit isn't just about rockets-it's about compute Oct 2025
12 The Texas Cyber Weakness Index Part 1 Tableau How many unlocked doors exist in your house-and who's trying the handles? Oct 2025
13 The Texas Cyber Weakness Index Part 2 Tableau The cascade effect, when one system is breached, the dominoes fall fast. Oct 2025
14 Two Regions. 30 GW. One Future Tableau By 2030: - Texas: 19.3 GW across 30 facilities - Gulf: 10+ GW across 3 mega-hubs Nov 2025
15 Power Economics — Efficiency per Dollar. Tableau ROI Efficiency = (Power Efficiency / Cost per MW) × 100 Translation: Every $1 invested returns $8 in AI capability. Nov 2025
16 The Convergence Curve — Where Data Maturity Meets AI Power. Tableau As global infrastructure evolves. The Convergence Curve reveals how balanced ecosystems outperform brute scale. Nov 2025
17 Data Centers Will Now Compete on Orbital Tiers. Tableau Between 2026 and 2030, over $120 billion in infrastructure investment will migrate from Earth-bound data centers to orbit. . Nov 2025
18 Where Capital Learns to Think Tableau From Texas to orbit, cognitive systems now generate measurable returns. Nov 2025
19 Feedback loop Layer Final Path Node Tableau Power once scaled linearly. Intelligence now scales cyclically. Nov 2025
20 Data Goes To Space Tableau Full-stack simulation of compute leaving Earth's surface. Dec 2025

🔍 What You'll Find Here

Each Dashboard Includes:

  • 📊 Interactive Tableau visualizations (energy, AI, and compute insights)

  • 📈 Clean datasets designed for clarity and exploration

  • 💬 Strategic storytelling — tailored for executives and data professionals

  • 🌐 Companion LinkedIn carousel content and commentary

Key Dimensions Explored:

  • Energy & Compute Efficiency (Texas, UAE, Saudi Arabia, Qatar)

  • Agentic AI & Autonomy Systems

  • Economic Yield of Intelligence (ROI-driven dashboards)

  • Orbital Compute Readiness & Space Infrastructure

  • Hybrid Cloud + Edge Evolution

🚀 Core Themes

  • ⚡ Power Efficiency & Digital Infrastructure
  • 🤖 Agentic AI & Autonomous Decision Systems
  • 💰 The Economics of Intelligence Yield
  • 🛰 Orbital Compute & the Space-Energy Nexus
  • ☁️ Hybrid Cloud + Edge Architecture
  • 🌍 Texas and the Gulf: Building the AI Energy Corridor

Over the 12-week series, expect deep dives into:

  • Infrastructure Resilience — grid modernization, cooling systems, and critical facility stress tests
  • Cloud & Digital Backbone — adoption, efficiency, cybersecurity, and AI-driven cloud economics
  • Data Centers — water, power, and efficiency trade-offs shaping hyperscale growth in Texas
  • AI & Automation — agentic AI, predictive analytics, and ROI-driven deployment across energy and industry
  • Energy Transformation — traditional vs. renewable performance, hydrogen pilots, and petrochemical adaptation
  • Space & Frontier Tech — satellite data, aerospace investment, and space-energy convergence in Texas
  • And so much more

📊 Data Sources

Primary Sources:

  • Self-compiled datasets blending public and inferred metrics
  • SEC 10-K and 10-Q filings
  • Company annual reports and investor presentations
  • Industry benchmarking studies (McKinsey, Deloitte, BCG)
  • Public cloud provider case studies
  • Energy industry publications

🧰 Tech Stack & Tooling

From raw data to AI-ready intelligence — a full-stack analytical ecosystem built for scale.

Data Engineering & Cloud

  • Databricks, PySpark ( Apache Spark core), Google Cloud Platform (GCP), AWS, Azure Arc, SQL-based ETL pipelines for scalable data orchestration and transformation.

  • Delta Lake and Bronze–Silver–Gold architecture modeling for structured analytical pipelines.

  • Kubernetes + Docker for modular deployment and environment consistency.

AI & Machine Learning

  • Python ecosystem: pandas, NumPy, scikit-learn, TensorFlow, PyTorch, LangChain, Transformers.

  • RAG + Vector Databases: FAISS, Pinecone, ChromaDB for retrieval-augmented AI systems and semantic search.

  • Agentic AI simulation frameworks for multi-agent orchestration, performance yield prediction, and decision feedback modeling.

Data Visualization & Storytelling

  • Tableau Public, Plotly, and Matplotlib for interactive analytics and executive-grade dashboards.

  • Figma, Canva, and Webflow for design, branding, and publishing.

Analytics & Automation

  • SQL, Python scripting for data ingestion, transformation, and validation.

  • Version Control & CI/CD: GitHub, Git, Databricks Repos, Cloud Build, and Airflow for automated workflows.

Star this repo to follow the complete 20-analysis journey

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Each dashboard in this repository visualizes a different dimension of transformation: from megawatts to teraflops, from on-prem to orbit, from human oversight to autonomous systems.

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