Examples gallery

GWpy needs more examples!

The GWpy project needs more real-life worked examples to demonstrate the full range of functionality that is available.

If you use GWpy for your research, please consider suggesting a new example to be included in the documentation.

To make a suggestion, please open an issue at

https://gitlab.com/gwpy/gwpy/-/issues/new?issuable_template=Example

If you have a script that can be converted directly into an example please consider opening a merge request to add it to this gallery.

FrequencySeries examples

Calculate and plot a FrequencySeries

Calculate and plot a FrequencySeries

Calculate the coherence between two channels

Calculate the coherence between two channels

Generating a SpectralVariance histogram

Generating a SpectralVariance histogram

Inject a signal into a FrequencySeries

Inject a signal into a FrequencySeries

Plotting a Rayleigh-statistic Spectrum

Plotting a Rayleigh-statistic Spectrum

Plotting an averaged ASD with percentiles.

Plotting an averaged ASD with percentiles.

Transfer function

Transfer function

Miscellaneous examples

Estimating the spectral contribution to inspiral range

Estimating the spectral contribution to inspiral range

Generating an inspiral range timeseries

Generating an inspiral range timeseries

Plotting a spectrogram of all open data for many hours

Plotting a spectrogram of all open data for many hours

Segments examples

Plotting observing segments for O1

Plotting observing segments for O1

Signal processing examples

Filtering a TimeSeries to detect gravitational waves

Filtering a TimeSeries to detect gravitational waves

Spectrogram examples

Calculating the time-dependent coherence between two channels

Calculating the time-dependent coherence between two channels

Plotting a Spectrogram

Plotting a Spectrogram

Plotting a Spectrogram of the Rayleigh statistic

Plotting a Spectrogram of the Rayleigh statistic

Plotting a normalised Spectrogram

Plotting a normalised Spectrogram

Plotting an over-dense, short-duration Spectrogram

Plotting an over-dense, short-duration Spectrogram

Tabular data examples

Calculating (and plotting) rate versus time for an EventTable

Calculating (and plotting) rate versus time for an EventTable

Plotting EventTable rate versus time for specific column bins

Plotting EventTable rate versus time for specific column bins

Plotting an EventTable as 2-d tiles

Plotting an EventTable as 2-d tiles

Plotting an EventTable in a histogram

Plotting an EventTable in a histogram

Plotting an EventTable in a scatter

Plotting an EventTable in a scatter

TimeSeries examples

Accessing and visualising public GW detector data

Accessing and visualising public GW detector data

Calculating the SNR associated with an astrophysical signal model

Calculating the SNR associated with an astrophysical signal model

Comparing seismic trends between LIGO sites

Comparing seismic trends between LIGO sites

Generate the Q-transform of a TimeSeries

Generate the Q-transform of a TimeSeries

Inject a known signal into a TimeSeries

Inject a known signal into a TimeSeries

Plotting segments for a StateVector

Plotting segments for a StateVector

Whitening a TimeSeries

Whitening a TimeSeries