.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_tutorials/merging/merging_datasets.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_tutorials_merging_merging_datasets.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_tutorials_merging_merging_datasets.py:


#############################
Working with Multiple Surveys
#############################
Combining Data Sets
===================
The :meth:`~ATK.Models.DataSet.merge` method of a :class:`~ATK.Models.DataSet` can be used to combine it with another, **as long as they store data of the same type** (for a tutorial on plotting multiple types of data together, see :doc:`here <../datapages/datapage_plotting>`). Along with serving as the reversal of :meth:`~ATK.Models.DataSet.split`, :meth:`~ATK.Models.DataSet.merge` also allows for data from more than one survey to be utilised simultaneously:

.. GENERATED FROM PYTHON SOURCE LINES 9-21

.. code-block:: Python


    from ATK import query

    target = 587316166180416640

    asassn_data = query("lightcurve", targets=target, survey="asassn", path="asassn_lightcurve.fits.gz")
    gaia_data = query("lightcurve", targets=target, survey="gaia", path="gaia_lightcurve.fits.gz")

    merged_data = asassn_data.merge(gaia_data)
    merged_data.show()
    merged_data.open()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    <Lightcurve DataSet>

    .kind:      Lightcurve
    .targets:   587316166180416640 | 141.185° 8.031° (icrs, 2016-01-01T00:00:00.000, 3.0″)
    .exception: False
    .data:      
          <asassn v-band Lightcurve>
                survey:     asassn
                band:       v
                correction: full
                search_pos: 141.185° 8.031° (icrs, 2015-01-01T00:00:00.000)
                separation: 0.243″
                mjd:        [55946.483, 55954.478, ..., 58407.619, 58431.588] d
                mag:        [17.58, 17.911, ..., 17.3, 17.53] mag
                mag_err:    [0.152, 0.177, ..., 0.179, 0.202] mag
                ra:         [141.185, 141.185, ..., 141.185, 141.185] °
                dec:        [8.031, 8.031, ..., 8.031, 8.031] °

          <asassn g-band Lightcurve>
                survey:     asassn
                band:       g
                correction: full
                search_pos: 141.185° 8.031° (icrs, 2015-01-01T00:00:00.000)
                separation: 0.243″
                mjd:        [58056.48, 58080.455, ..., 60674.38, 60704.982] d
                mag:        [17.774, 18.085, ..., 17.467, 18.217] mag
                mag_err:    [0.181, 0.204, ..., 0.097, 0.188] mag
                ra:         [141.185, 141.185, ..., 141.185, 141.185] °
                dec:        [8.031, 8.031, ..., 8.031, 8.031] °

          <gaia g-band Lightcurve>
                survey:     gaia
                band:       g
                correction: full
                search_pos: 141.185° 8.031° (icrs, 2016-01-01T00:00:00.000)
                separation: 0.0″
                mjd:        [56956.46, 57138.227, ..., 57854.228, 57889.954] d
                mag:        [18.023, 18.806, ..., 18.548, 18.503] mag
                mag_err:    [0.051, 0.021, ..., 0.011, 0.014] mag
                ra:         [141.185, 141.185, ..., 141.185, 141.185] °
                dec:        [8.031, 8.031, ..., 8.031, 8.031] °

          <gaia bp-band Lightcurve>
                survey:     gaia
                band:       bp
                correction: full
                search_pos: 141.185° 8.031° (icrs, 2016-01-01T00:00:00.000)
                separation: 0.0″
                mjd:        [56956.461, 57138.227, ..., 57854.229, 57889.954] d
                mag:        [18.201, 19.645, ..., 18.954, 18.673] mag
                mag_err:    [0.041, 0.091, ..., 0.047, 0.056] mag
                ra:         [141.185, 141.185, ..., 141.185, 141.185] °
                dec:        [8.031, 8.031, ..., 8.031, 8.031] °
    +1 more ...

    Available Methods: .add(), .apply(), .from_target(), .merge(), .open(), .plot(), .save(), .show(), .split(), .store()



.. raw:: html

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.. GENERATED FROM PYTHON SOURCE LINES 37-42

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.. rubric:: Download this Tutorial


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.723 seconds)


.. _sphx_glr_download_auto_tutorials_merging_merging_datasets.py:

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    .. container:: sphx-glr-download sphx-glr-download-jupyter

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    .. container:: sphx-glr-download sphx-glr-download-python

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