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Are there existing software focusing on large time series?
I often deal with reasonable sized amount of time series data, 50-200 million doubles with associated time stamps and would like to visualize them dynamically. Is there existing software to do this effectively? How about libraries and data formats? Zoom-cache is one example of library focusing on large time series.
Which is the best way to visualize time series data?
Stream graphs are great to represent and compare time series data for multiple variables. Stream graphs are, thus, apt for large data sets. Remember that choice of colors is very important, especially when there are lots of variables.
Which is the best temporal visualization for data?
Temporal visualizations are one of the simplest, quickest ways to represent important time series data. In this blog, we have put together 7 handy temporal visualization styles for your time series data. Explore and let us know which is your favorite!
Why do we need big data visualization techniques?
Today, organizations generate and collect data each minute. The huge amount of generated data, known as Big Data, brings new challenges to visualization because of the speed, size and diversity of information that must be taken into account.
Which is the best tool for time series research?
There are a set of research tools called TimeSearcher 1–3 that provide some examples of how to deal with large time-series datasets. Below are some example images from TimeSearcher 2 and 3. Sorry for self-ad, but Thunderplot (thunderplot.com) would be good candidate for it.
How to extract features from time series data?
In this series of two posts, we will explore how we can extract features from time series using tsfresh – even when the time series data is very large and the computation takes a very long time on a single core. But first, let’s define some common properties of time series data: The data is indexed by some discrete “time” variable.
Which is an example of a library focusing on large time series?
Zoom-cache is one example of library focusing on large time series. In Zoom-cache the data is summarized at several resolutions to make it easier to view at different resolutions. Edit: Also if there is anywhere else I should ask this question or seek an answer please let me know.