Data Distribution and Visualisation — Weblinks

18 links

Type

Site

Descriptive Statistics › Data Distribution and Visualisation 9 terms

Box Plot 2 links

E Box plot (Wikipedia) Ref…
M matplotlib.pyplot.boxplot documentation Docs

Density Plot 2 links

S seaborn.kdeplot Docs
E Kernel density estimation (KDE) Ref…

Empirical Distribution Function 2 links

E Empirical distribution function (Wikipedia) Ref…
D SciPy empirical CDF (ECDF) implementation Docs

Error Bars 2 links

E https://en.wikipedia.org/wiki/Error_bar Ref…
S https://seaborn.pydata.org/tutorial/error_bars.html Docs

Histogram 2 links

E Histogram (Wikipedia) Ref…
M Matplotlib: pyplot.hist documentation Docs

Kernel Density Estimation (KDE) 2 links

E Wikipedia: Kernel density estimation Ref…
S scikit-learn: Density Estimation (including KernelDensity) Docs

Percentile 2 links

E Percentile (Wikipedia) Ref…
I NIST: Percentiles Ref…

Q-Q Plot (Quantile-Quantile Plot) 2 links

E Wikipedia: Q–Q plot Ref…
I NIST/SEMATECH: Q-Q plots (EDA handbook) Ref…

Quantile 2 links

E Quantile (Wikipedia) Ref…
N NumPy: numpy.quantile Docs

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