We will prove below that a system is inter-communicating if and only if it is chaotic. This is the fundamental law of data science, since it is both analytical, as coming from definitions, and synthetic, as explaining empirical observation, thus satisfying the Kantian transcendental deduction for...
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Research Colloquium: COVID-19 NYC-USA Employment Fluctuation Comparative Analysis
by Justin Petrillo | Math Resources
Income Level Employment Comparison Looking at Figure 1, a comparison between the totals for NYC and National, i.e. the blue and purple lines, reveals that NYC employment levels had decreased, relative to January, much more than those nationally. Breaking this down by income level categories,...
Research Colloquium: The Astro-Socio-Biology of COVID-19
by Justin Petrillo | Math Resources
A multi-scale thermodynamic analysis of COVID-19 is developed on the micro-biological, meso-social, & macro-astrological levels to model the accumulation of errors during processes of self-replication within immune response, communicative functionality within social mitigation strategies, and...
How to do Data Analysis with Python using SQL – a COVID Econometrics example
by Justin Petrillo | Students Tips
This blog post explains how to do data analysis with Python using SQL. The focus is on connecting to or creating external SQL databases and constructing database frames with Pandas of the relevant information for cleaning, transforming, and other manipulations to the external database. Ultimately...
