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In this project

https://sudonull.com/matrix-downsampling-filter-50m-points

Pixel-perfect rendering of scatter plots: matrix filter vs LTTB/M4. 100% coverage on 50 million points. Code, benchmarks, metrics for developers.

Arrays and cache: O(1) access optimization

https://sudonull.com/arrays-and-cache-o-1-access-optimization

We analyze why sequential access to arrays is 7–10 times faster than random. Benchmarks of strides, matrices, AoS/SoA. Acceleration up to 10× for middle/senior dev.

ETL Architecture: asapBI, Trino, Spark, Airflow for data engineers

https://sudonull.com/etl-architecture-asapbi-trino-spark-airflow-for-data-engineers

How asapBI combines Trino, Spark, and Airflow into a single interface for ETL processes. Code autogeneration, orchestration, and Open Source solutions for data engineers.

Data Types for Passport and Identifiers in SQL: Storage Errors

https://sudonull.com/data-types-for-passport-and-identifiers-in-sql-storage-errors

Learn why passport and other identifiers should be stored as strings, not numbers in SQL. Avoid loss of leading zeros and data errors. Read the guide for developers.

Collider bias in data science: simulation of the effect

https://sudonull.com/collider-bias-in-data-science-simulation-of-the-effect

Learn how collider filtering creates false correlations in data. Python simulations of uniform and normal distributions. Avoid errors in analysis — read and apply in practice.

From other projects

Targeted therapy for Usher syndrome 1B: new data on AAVB-081

https://ymaho.com/targeted-therapy-for-usher-syndrome-1b-new-data-on-aavb-081

Interim data from phase 1/2 gene therapy AAVB-081 for Usher syndrome 1B: safety, efficacy, and prognosis. Learn about the dual AAV vector and treatment prospects.

WHO Healthcare Crisis: Data and Inequality 2026

https://ymaho.com/who-healthcare-crisis-data-and-inequality-2026

WHO 2026 Report Hides Funding Collapse. Rise in Malaria, Impoverishment of Patients, and Data Failure. Find out why progress has stalled and what comes next.

Maine AI Data Center Ban: What It Means for You

https://ymaho.com/maine-ai-data-center-ban-what-it-means-for-you

Maine may pause new AI data centers over energy and noise concerns. Learn why this first-in-nation move affects everyone.

Arsenal's April Struggles: What the Data Shows

https://lrivo.com/arsenal-s-april-struggles-what-the-data-shows

Explore the historical data on Arsenal's April performances and why it's a cause for concern. Learn about the upcoming challenges and how they compare to Manchester City.

Helium Tokenomics Explained: HNT, Data Credits & Halving

https://ymaho.com/helium-tokenomics-explained-hnt-data-credits-halving

Learn how Helium’s HNT token, Data Credits, and halving schedule power a crowd-sourced wireless network. Simple breakdown of the mechanics.

Opinion (OPN): Tokenized Macro Data Explained Simply

https://ymaho.com/opinion-opn-tokenized-macro-data-explained-simply

Learn how Opinion turns economic reports into tradable assets—no finance degree needed. Understand the future of data markets.

OPN Token Explained: How Data Gets Rewarded in Prediction Markets

https://ymaho.com/opn-token-explained-how-data-gets-rewarded-in-prediction-markets

Learn how OPN tokens turn real-world facts into fair market incentives—no jargon, just plain sense.

SpaceX: orbital data centers in space ahead of IPO — analysis

https://ymaho.com/spacex-orbital-data-centers-in-space-ahead-of-ipo-analysis

Analysis of SpaceX's IPO prospectus: orbital data centers, $45 billion contract with Anthropic, shareholder Musk's dictatorship, and Starlink realities. Read the details.

Paricalcitol in metastatic cancer: 2026 data

https://ymaho.com/paricalcitol-in-metastatic-cancer-2026-data

2026 clinical data confirmed the safety of the vitamin D analog paricalcitol in metastatic pancreatic cancer. Learn about the mechanism, results, and limitations.

US labor market data: Fed rate assessment and impact on investors

https://ymaho.com/us-labor-market-data-fed-rate-assessment-and-impact-on-investors

Analysis of the impact of the US employment report on the Fed rate, stock markets, dollar, and cryptocurrencies. Forecasts, risks, and opportunities for traders. Read the details.