Seaborn for Viz (5 min Lighting Talk)

September 03, 2015

160

Seaborn for Viz (5 min Lighting Talk)

Short introduction (mainly pics) for Seaborn which uses Matplotlib to generate richer visualisations, given at http://www.meetup.com/PyData-London-Meetup/events/224422193/ by http://ianozsvald.com/

ianozsvald

September 03, 2015

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Transcript

Seaborn (building on Matplotlib) Ian Ozsvald @IanOzsvald ModelInsight.io
[email protected] @IanOzsvald PyDataLondon February 2015 Titanic Data Mix of ints,
floats, strings and categoricals
[email protected] @IanOzsvald PyDataLondon February 2015 sns.countplot • hist/bar but for
categoricals - great categorical support
[email protected] @IanOzsvald PyDataLondon February 2015 hue for 2nd category
[email protected] @IanOzsvald PyDataLondon February 2015 boxplot
[email protected] @IanOzsvald PyDataLondon February 2015 stripplot
[email protected] @IanOzsvald PyDataLondon February 2015 violinplot
[email protected] @IanOzsvald PyDataLondon February 2015 correlations
[email protected] @IanOzsvald PyDataLondon February 2015 pairplot
[email protected] @IanOzsvald PyDataLondon February 2015 lmplot
[email protected] @IanOzsvald PyDataLondon February 2015 Seaborn has lots more •
kdeplot • joint distribution plots • clusters (via trees) • timeseries support • conda install seaborn • Python 3.4+ (of course)