dataviz

Discovered in 1881 when a mathematician noticed his logarithm tables wore out unevenly, Benford’s Law reveals that the digit 1 appears as the leading digit in 30% of all naturally occurring numbers. A data science guide to using this mathematical fingerprint for fraud detection, data quality testing, and forensic analysis.

Francis Anscombe’s 1973 paper built four datasets sharing identical statistics but radically different geometric shapes. An interactive exploration of why summary statistics are a projection of reality, and why visualization closes the gap.

Data science faces a paradox: as computational power grows exponentially, the practice of exploratory data analysis is vanishing. Tracing the lineage from Tukey’s pencil-and-paper EDA to today’s Black Box crisis — and why looking at your data still matters.

The histogram is the most familiar chart in data analysis — and one of the most treacherous. A deep dive into Karl Pearson’s invention, the hidden dangers of binning bias, and when Kernel Density Estimation gives a more honest picture of your data.

Simpson’s Paradox explains how a trend can appear in different … Simpson’s Paradox : When Aggregate Data Contradicts Subgroup Trends

Florence Nightingale’s most powerful weapon wasn’t a lamp—it was a chart.

In a world overflowing with data, interpreting vast datasets is … What is data visualization ?