spinqick.helper_functions.analysis
==================================

.. py:module:: spinqick.helper_functions.analysis

.. autoapi-nested-parse::

   Functions for analyzing data.



Attributes
----------

.. autoapisummary::

   spinqick.helper_functions.analysis.logger


Functions
---------

.. autoapisummary::

   spinqick.helper_functions.analysis.analyze_conductance
   spinqick.helper_functions.analysis.analyze_transconductance
   spinqick.helper_functions.analysis.thresh_psb
   spinqick.helper_functions.analysis.interpret_data_psb
   spinqick.helper_functions.analysis.calculate_conductance
   spinqick.helper_functions.analysis.calculate_transconductance
   spinqick.helper_functions.analysis.calculate_electron_temperature
   spinqick.helper_functions.analysis.fit_blobs
   spinqick.helper_functions.analysis.fit_gaussian
   spinqick.helper_functions.analysis.fit_sigmoid
   spinqick.helper_functions.analysis.calculate_difference
   spinqick.helper_functions.analysis.calculate_thresholded
   spinqick.helper_functions.analysis.analyze_psb_standard


Module Contents
---------------

.. py:data:: logger

.. py:function:: analyze_conductance(data)

   Calculate data magnitude from acquire function output.


.. py:function:: analyze_transconductance(data)

   Calculate transconductance from acquire function output.


.. py:function:: thresh_psb(data, threshold)

   Threshold data.


.. py:function:: interpret_data_psb(data, diff=True, thresh=None)

   Take magnitude of data, take difference between singlet and triplet data and threshold if
   needed.


.. py:function:: calculate_conductance(data, adc_conversion, average_level = None)

   Calculates conductance from raw data and saves on the analyzed_data attribute.


.. py:function:: calculate_transconductance(data, adc_conversion)

   Calculates transconductance from raw data and saves on the analyzed_data attribute.


.. py:function:: calculate_electron_temperature(data, plunger_gate)

   Calculates the electron temperature from a 1D sweep over a loading line.


.. py:function:: fit_blobs(data, n_components = 2)

   Fits gaussian mixture models to integrated measurements.


.. py:function:: fit_gaussian(x_data, y_data)

   Fit data to a gaussian.


.. py:function:: fit_sigmoid(x_data, y_data)

   Fit data to a sigmoid.


.. py:function:: calculate_difference(data, average_level = None)

   Subtract reference measurement from actual data.


.. py:function:: calculate_thresholded(data, threshold, average_level = None)

   Calculate thresholded 0 or 1 data from analyzed data and average after thresholding.


.. py:function:: analyze_psb_standard(sq_data, adc_unit_conversions, reference, thresh, threshold, final_avg_lvl = spinqick_enums.AverageLevel.BOTH)

   Calculates conductance and if desired the thresholded data from a spinqick data object.