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Stop Writing Messy Boolean Masks: 10 Elegant Ways to Filter Pandas DataFrames

Stop Writing Messy Boolean Masks: 10 Elegant Ways to Filter Pandas DataFrames

by Dr. Owns | Jan 22, 2026 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Master the art of readable, high-performance data selection using .query(), .isin(), and advanced vectorized logic. The post Stop Writing Messy Boolean Masks: 10 Elegant Ways to Filter Pandas DataFrames appeared first on Towards Data Science. ​Master the art of...
Stop Writing Messy Boolean Masks: 10 Elegant Ways to Filter Pandas DataFrames

What Other Industries Can Learn from Healthcare’s Knowledge Graphs

by Dr. Owns | Jan 22, 2026 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How shared meaning, evidence, and standards create durable semantic infrastructure The post What Other Industries Can Learn from Healthcare’s Knowledge Graphs appeared first on Towards Data Science. ​How shared meaning, evidence, and standards create durable semantic...

Google Trends is Misleading You: How to Do Machine Learning with Google Trends Data

by Dr. Owns | Jan 21, 2026 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Google Trends is one of the most widely used tools for analysing human behaviour at scale. Journalists use it. Data scientists use it. Entire papers are built on it. But there is a fundamental property of Google Trends data that makes it very easy to misuse,...

If You Want to Become a Data Scientist in 2026, Do This

by Dr. Owns | Jan 21, 2026 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn from my mistakes and fast track your data science career The post If You Want to Become a Data Scientist in 2026, Do This appeared first on Towards Data Science. ​Learn from my mistakes and fast track your data science career The post If You Want to Become a...

Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors

by Dr. Owns | Jan 21, 2026 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How I built a self-healing pipeline that automatically fixes bad CSVs, schema changes, and weird delimiters. The post Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors appeared first on Towards Data Science. ​How I built a self-healing pipeline...

A Case for the T-statistic

by Dr. Owns | Jan 21, 2026 | Analytics, Artificial Intelligence, Data and Information, Decision Support

And how it compares to the run-of-the-mill z-score The post A Case for the T-statistic appeared first on Towards Data Science. ​And how it compares to the run-of-the-mill z-score The post A Case for the T-statistic appeared first on Towards Data Science.  Data...
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