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The Mindful Programmer – Articles on computing, mathematics, art, and anything in between Skip to content The Mindful Programmer Articles on computing, mathematics, art, and anything in between Plotting a time series heat map with Pandas Heat maps communicate succinctly how the distribution of a value evolves over time. Performance metrics like latency or API response time often have a complicated multimodal distributions, and summarizing them in single values like mean or 90th percentile for a visualization makes many interesting events invisible. You need to look at histograms to see the full distribution, and that’s exactly what heat maps are: histograms, plotted over time, with color intensity signalling frequency. Let’s see how we can use Pandas and Seaborn Python libraries to plot a heat map from a time series. Continue reading “Plotting a time series heat map with Pandas” Posted by Joni 2019/11/17 2019/11/17 Posted in Python Tags: Performan...
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