Performance indicators, Measurement, analytics

Street fighting statistics

2014-09-22 — 2023-04-12

Wherein the principles of dashboards and analytics are set forth, and the use of layered tooling such as the Kedro Python framework for organizing data work for exploratory analysis and measurement is described.

economics

faster pussycat

incentive mechanisms

institutions

networks

statistics

The principles behind what we hope data dashboards will do.

Analytics: The complete minicourse - by Cassie Kozyrkov (She thinks of analytics as more like what I call exploratory data analysis.)

1 tooling

Kedro | A Python framework for creating data science code /Kedro Frequently asked questions. Kedro rationale by Joel Schwarzmann: The importance of layered thinking in data engineering

1.1 References

Gelman, Vehtari, Simpson, et al. 2020. “Bayesian Workflow.” arXiv:2011.01808 [Stat].

Sokol, and Flach. 2021. “You Only Write Thrice: Creating Documents, Computational Notebooks and Presentations From a Single Source.” In.