.gitignore

+# Remove git tracking for certain file types or files in certain folders. 
+# Usually you don't need to change this file.
 .vscode/
 venv/
-data/
 *.tmp
 .DS_Store
 __pycache__/
-*.svg
 .ipynb_checkpoints
\ No newline at end of file

FST.mplstyle

+#### MATPLOTLIBRC FORMAT
+
+## NOTE FOR END USERS: DO NOT EDIT THIS FILE!
+##
+## This is a sample matplotlib configuration file - you can copy it
+## in your system in site-packages/matplotlib/mpl-data/stylelib/
+## (which is related to your Python installation location).
+##
+## See https://matplotlib.org/stable/tutorials/introductory/customizing.html#the-matplotlibrc-file
+## for more details on the paths which are checked for the configuration file.
+##
+## Blank lines, or lines starting with a comment symbol, are ignored, as are
+## trailing comments.  Other lines must have the format:
+##     key: val  # optional comment
+##
+## Formatting: Use PEP8-like style (as enforced in the rest of the codebase).
+## All lines start with an additional '#', so that removing all leading '#'s
+## yields a valid style file.
+##
+## Colors: for the color values below, you can either use
+##     - a matplotlib color string, such as r, k, or b
+##     - an rgb tuple, such as (1.0, 0.5, 0.0)
+##     - a hex string, such as ff00ff
+##     - a scalar grayscale intensity such as 0.75
+##     - a legal html color name, e.g., red, blue, darkslategray
+##
+## Matplotlib configuration are currently divided into following parts:
+##     - LINES
+##     - PATCHES
+##     - HATCHES
+##     - BOXPLOT
+##     - FONT
+##     - TEXT
+##     - LaTeX
+##     - AXES
+##     - DATES
+##     - TICKS
+##     - GRIDS
+##     - LEGEND
+##     - FIGURE
+##     - IMAGES
+##     - CONTOUR PLOTS
+##     - ERRORBAR PLOTS
+##     - HISTOGRAM PLOTS
+##     - SCATTER PLOTS
+##     - AGG RENDERING
+##     - PATHS
+##     - SAVING FIGURES
+##     - INTERACTIVE KEYMAPS
+##     - ANIMATION
+
+##### CONFIGURATION BEGINS HERE
+
+## ***************************************************************************
+## * LINES                                                                   *
+## ***************************************************************************
+## See https://matplotlib.org/api/artist_api.html#module-matplotlib.lines
+## for more information on line properties.
+lines.linewidth: 	   0.75        # line width in points
+lines.linestyle: 	   -           # solid line
+lines.color:     	   C0          # has no affect on plot(); see axes.prop_cycle
+lines.marker:          None        # the default marker
+lines.markerfacecolor: auto        # the default marker face color
+lines.markeredgecolor: auto        # the default marker edge color
+lines.markeredgewidth: 1.0         # the line width around the marker symbol
+lines.markersize:      6           # marker size, in points
+lines.dash_joinstyle:  round       # {miter, round, bevel}
+lines.dash_capstyle:   butt        # {butt, round, projecting}
+lines.solid_joinstyle: round       # {miter, round, bevel}
+lines.solid_capstyle:  projecting  # {butt, round, projecting}
+lines.antialiased: True            # render lines in antialiased (no jaggies)
+
+## The three standard dash patterns.  These are scaled by the linewidth.
+lines.dashed_pattern: 3.7, 1.6
+lines.dashdot_pattern: 6.4, 1.6, 1, 1.6
+lines.dotted_pattern: 1, 1.65
+lines.scale_dashes: True
+
+markers.fillstyle: full  # {full, left, right, bottom, top, none}
+
+pcolor.shading : flat
+
+## ***************************************************************************
+## * PATCHES                                                                 *
+## ***************************************************************************
+## Patches are graphical objects that fill 2D space, like polygons or circles.
+## See https://matplotlib.org/api/artist_api.html#module-matplotlib.patches
+## for more information on patch properties.
+patch.linewidth:       1      # edge width in points.
+patch.facecolor:       C0
+patch.edgecolor:       black  # if forced, or patch is not filled
+patch.force_edgecolor: False  # True to always use edgecolor
+patch.antialiased:     True   # render patches in antialiased (no jaggies)
+
+
+## ***************************************************************************
+## * HATCHES                                                                 *
+## ***************************************************************************
+hatch.color:     black
+hatch.linewidth: 1.0
+
+
+## ***************************************************************************
+## * BOXPLOT                                                                 *
+## ***************************************************************************
+boxplot.notch:       False
+boxplot.vertical:    True
+boxplot.whiskers:    1.5
+boxplot.bootstrap:   None
+boxplot.patchartist: False
+boxplot.showmeans:   False
+boxplot.showcaps:    True
+boxplot.showbox:     True
+boxplot.showfliers:  True
+boxplot.meanline:    False
+
+boxplot.flierprops.color:           black
+boxplot.flierprops.marker:          o
+boxplot.flierprops.markerfacecolor: none
+boxplot.flierprops.markeredgecolor: black
+boxplot.flierprops.markeredgewidth: 1.0
+boxplot.flierprops.markersize:      6
+boxplot.flierprops.linestyle:       none
+boxplot.flierprops.linewidth:       1.0
+
+boxplot.boxprops.color:     black
+boxplot.boxprops.linewidth: 1.0
+boxplot.boxprops.linestyle: -
+
+boxplot.whiskerprops.color:     black
+boxplot.whiskerprops.linewidth: 1.0
+boxplot.whiskerprops.linestyle: -
+
+boxplot.capprops.color:     black
+boxplot.capprops.linewidth: 1.0
+boxplot.capprops.linestyle: -
+
+boxplot.medianprops.color:     C2
+boxplot.medianprops.linewidth: 1.0
+boxplot.medianprops.linestyle: -
+
+boxplot.meanprops.color:           C2
+boxplot.meanprops.marker:          ^
+boxplot.meanprops.markerfacecolor: C2
+boxplot.meanprops.markeredgecolor: C2
+boxplot.meanprops.markersize:       6
+boxplot.meanprops.linestyle:       --
+boxplot.meanprops.linewidth:       1.0
+
+
+## ***************************************************************************
+## * FONT                                                                    *
+## ***************************************************************************
+## The font properties used by `text.Text`.
+## See https://matplotlib.org/api/font_manager_api.html for more information
+## on font properties.  The 6 font properties used for font matching are
+## given below with their default values.
+##
+## The font.family property has five values:
+##     - 'serif' (e.g., Times),
+##     - 'sans-serif' (e.g., Helvetica),
+##     - 'cursive' (e.g., Zapf-Chancery),
+##     - 'fantasy' (e.g., Western), and
+##     - 'monospace' (e.g., Courier).
+## Each of these font families has a default list of font names in decreasing
+## order of priority associated with them.  When text.usetex is False,
+## font.family may also be one or more concrete font names.
+##
+## The font.style property has three values: normal (or roman), italic
+## or oblique.  The oblique style will be used for italic, if it is not
+## present.
+##
+## The font.variant property has two values: normal or small-caps.  For
+## TrueType fonts, which are scalable fonts, small-caps is equivalent
+## to using a font size of 'smaller', or about 83%% of the current font
+## size.
+##
+## The font.weight property has effectively 13 values: normal, bold,
+## bolder, lighter, 100, 200, 300, ..., 900.  Normal is the same as
+## 400, and bold is 700.  bolder and lighter are relative values with
+## respect to the current weight.
+##
+## The font.stretch property has 11 values: ultra-condensed,
+## extra-condensed, condensed, semi-condensed, normal, semi-expanded,
+## expanded, extra-expanded, ultra-expanded, wider, and narrower.  This
+## property is not currently implemented.
+##
+## The font.size property is the default font size for text, given in pts.
+## 10 pt is the standard value.
+##
+## Note that font.size controls default text sizes.  To configure
+## special text sizes tick labels, axes, labels, title, etc, see the rc
+## settings for axes and ticks.  Special text sizes can be defined
+## relative to font.size, using the following values: xx-small, x-small,
+## small, medium, large, x-large, xx-large, larger, or smaller
+
+font.family:  Verdana
+font.style:   normal
+font.variant: normal
+font.weight:  normal
+font.stretch: normal
+font.size:    12.0
+
+font.serif:      DejaVu Serif, Bitstream Vera Serif, Computer Modern Roman, New Century Schoolbook, Century Schoolbook L, Utopia, ITC Bookman, Bookman, Nimbus Roman No9 L, Times New Roman, Times, Palatino, Charter, serif
+font.sans-serif: DejaVu Sans, Bitstream Vera Sans, Computer Modern Sans Serif, Lucida Grande, Verdana, Geneva, Lucid, Arial, Helvetica, Avant Garde, sans-serif
+font.cursive:    Apple Chancery, Textile, Zapf Chancery, Sand, Script MT, Felipa, cursive
+font.fantasy:    Comic Neue, Comic Sans MS, Chicago, Charcoal, ImpactWestern, Humor Sans, xkcd, fantasy
+font.monospace:  DejaVu Sans Mono, Bitstream Vera Sans Mono, Computer Modern Typewriter, Andale Mono, Nimbus Mono L, Courier New, Courier, Fixed, Terminal, monospace
+
+
+## ***************************************************************************
+## * TEXT                                                                    *
+## ***************************************************************************
+## The text properties used by `text.Text`.
+## See https://matplotlib.org/api/artist_api.html#module-matplotlib.text
+## for more information on text properties
+text.color: black
+
+
+## ***************************************************************************
+## * LaTeX                                                                   *
+## ***************************************************************************
+## For more information on LaTex properties, see
+## https://matplotlib.org/tutorials/text/usetex.html
+text.usetex: False  # use latex for all text handling. The following fonts
+                     # are supported through the usual rc parameter settings:
+                     # new century schoolbook, bookman, times, palatino,
+                     # zapf chancery, charter, serif, sans-serif, helvetica,
+                     # avant garde, courier, monospace, computer modern roman,
+                     # computer modern sans serif, computer modern typewriter
+                     # If another font is desired which can loaded using the
+                     # LaTeX \usepackage command, please inquire at the
+                     # matplotlib mailing list
+text.latex.preamble:   # IMPROPER USE OF THIS FEATURE WILL LEAD TO LATEX FAILURES
+                        # AND IS THEREFORE UNSUPPORTED. PLEASE DO NOT ASK FOR HELP
+                        # IF THIS FEATURE DOES NOT DO WHAT YOU EXPECT IT TO.
+                        # text.latex.preamble is a single line of LaTeX code that
+                        # will be passed on to the LaTeX system. It may contain
+                        # any code that is valid for the LaTeX "preamble", i.e.
+                        # between the "\documentclass" and "\begin{document}"
+                        # statements.
+                        # Note that it has to be put on a single line, which may
+                        # become quite long.
+                        # The following packages are always loaded with usetex, so
+                        # beware of package collisions: color, geometry, graphicx,
+                        # type1cm, textcomp.
+                        # Adobe Postscript (PSSNFS) font packages may also be
+                        # loaded, depending on your font settings.
+
+## FreeType hinting flag ("foo" corresponds to FT_LOAD_FOO); may be one of the
+## following (Proprietary Matplotlib-specific synonyms are given in parentheses,
+## but their use is discouraged):
+## - default: Use the font's native hinter if possible, else FreeType's auto-hinter.
+##            ("either" is a synonym).
+## - no_autohint: Use the font's native hinter if possible, else don't hint.
+##                ("native" is a synonym.)
+## - force_autohint: Use FreeType's auto-hinter.  ("auto" is a synonym.)
+## - no_hinting: Disable hinting.  ("none" is a synonym.)
+text.hinting: force_autohint
+
+text.hinting_factor: 8  # Specifies the amount of softness for hinting in the
+                         # horizontal direction.  A value of 1 will hint to full
+                         # pixels.  A value of 2 will hint to half pixels etc.
+text.kerning_factor : 0  # Specifies the scaling factor for kerning values. This
+                          # is provided solely to allow old test images to remain
+                          # unchanged. Set to 6 to obtain previous behavior. Values
+                          # other than 0 or 6 have no defined meaning.
+text.antialiased: True  # If True (default), the text will be antialiased.
+                         # This only affects the Agg backend.
+
+## The following settings allow you to select the fonts in math mode.
+#mathtext.fontset: dejavusans  # Should be 'dejavusans' (default),
+                               # 'dejavuserif', 'cm' (Computer Modern), 'stix',
+                               # 'stixsans' or 'custom' (unsupported, may go
+                               # away in the future)
+## "mathtext.fontset: custom" is defined by the mathtext.bf, .cal, .it, ...
+## settings which map a TeX font name to a fontconfig font pattern.  (These
+## settings are not used for other font sets.)
+mathtext.bf:  sans:bold
+mathtext.cal: cursive
+mathtext.it:  sans:italic
+mathtext.rm:  sans
+mathtext.sf:  sans
+mathtext.tt:  monospace
+mathtext.fallback: cm  # Select fallback font from ['cm' (Computer Modern), 'stix'
+                        # 'stixsans'] when a symbol can not be found in one of the
+                        # custom math fonts. Select 'None' to not perform fallback
+                        # and replace the missing character by a dummy symbol.
+mathtext.default: regular  # The default font to use for math. (default: it)
+                       # Can be any of the LaTeX font names, including
+                       # the special name "regular" for the same font
+                       # used in regular text.
+
+
+## ***************************************************************************
+## * AXES                                                                    *
+## ***************************************************************************
+## Following are default face and edge colors, default tick sizes,
+## default fontsizes for ticklabels, and so on.  See
+## https://matplotlib.org/api/axes_api.html#module-matplotlib.axes
+axes.facecolor:     white   # axes background color
+axes.edgecolor:     black   # axes edge color
+axes.linewidth:     0.75     # edge linewidth
+axes.grid:          False   # display grid or not
+axes.grid.axis:     both    # which axis the grid should apply to
+axes.grid.which:    major   # gridlines at {major, minor, both} ticks
+axes.titlelocation: center  # alignment of the title: {left, right, center}
+axes.titlesize:     large   # fontsize of the axes title
+axes.titleweight:   normal  # font weight of title
+axes.titlecolor:    auto    # color of the axes title, auto falls back to
+                             # text.color as default value
+axes.titley:        None    # position title (axes relative units).  None implies auto
+axes.titlepad:      6.0     # pad between axes and title in points
+axes.labelsize:     medium  # fontsize of the x any y labels
+axes.labelpad:      4.0     # space between label and axis
+axes.labelweight:   normal  # weight of the x and y labels
+axes.labelcolor:    black
+axes.axisbelow:     line    # draw axis gridlines and ticks:
+                             #     - below patches (True)
+                             #     - above patches but below lines ('line')
+                             #     - above all (False)
+
+axes.formatter.limits: -5, 6  # use scientific notation if log10
+                               # of the axis range is smaller than the
+                               # first or larger than the second
+axes.formatter.use_locale: False  # When True, format tick labels
+                                   # according to the user's locale.
+                                   # For example, use ',' as a decimal
+                                   # separator in the fr_FR locale.
+axes.formatter.use_mathtext: False  # When True, use mathtext for scientific
+                                     # notation.
+axes.formatter.min_exponent: 0  # minimum exponent to format in scientific notation
+axes.formatter.useoffset: True  # If True, the tick label formatter
+                                 # will default to labeling ticks relative
+                                 # to an offset when the data range is
+                                 # small compared to the minimum absolute
+                                 # value of the data.
+axes.formatter.offset_threshold: 4  # When useoffset is True, the offset
+                                     # will be used when it can remove
+                                     # at least this number of significant
+                                     # digits from tick labels.
+
+axes.spines.left:   True  # display axis spines
+axes.spines.bottom: True
+axes.spines.top:    False
+axes.spines.right:  False
+
+axes.unicode_minus: True  # use Unicode for the minus symbol rather than hyphen.  See
+                           # https://en.wikipedia.org/wiki/Plus_and_minus_signs#Character_codes
+axes.prop_cycle: cycler('color', ['004e73', 'fdca00' , 'e9503e', 'afcc50', '898989', '50b695', 'ee7a34', '000000ff'])
+                  # color cycle for plot lines as list of string colorspecs:
+                  # single letter, long name, or web-style hex
+                  # As opposed to all other paramters in this file, the color
+                  # values must be enclosed in quotes for this parameter,
+                  # e.g. '1f77b4', instead of 1f77b4.
+                  # See also https://matplotlib.org/tutorials/intermediate/color_cycle.html
+                  # for more details on prop_cycle usage.
+axes.autolimit_mode: data  # How to scale axes limits to the data.  By using:
+                            #     - "data" to use data limits, plus some margin
+                            #     - "round_numbers" move to the nearest "round" number
+axes.xmargin:   .05  # x margin.  See `axes.Axes.margins`
+axes.ymargin:   .05  # y margin.  See `axes.Axes.margins`
+polaraxes.grid: True  # display grid on polar axes
+axes3d.grid:    True  # display grid on 3d axes
+
+
+## ***************************************************************************
+## * AXIS                                                                    *
+## ***************************************************************************
+xaxis.labellocation: center  # alignment of the xaxis label: {left, right, center}
+yaxis.labellocation: center  # alignment of the yaxis label: {bottom, top, center}
+
+
+## ***************************************************************************
+## * DATES                                                                   *
+## ***************************************************************************
+## These control the default format strings used in AutoDateFormatter.
+## Any valid format datetime format string can be used (see the python
+## `datetime` for details).  For example, by using:
+##     - '%%x' will use the locale date representation
+##     - '%%X' will use the locale time representation
+##     - '%%c' will use the full locale datetime representation
+## These values map to the scales:
+##     {'year': 365, 'month': 30, 'day': 1, 'hour': 1/24, 'minute': 1 / (24 * 60)}
+
+date.autoformatter.year:        %Y
+date.autoformatter.month:       %Y-%m
+date.autoformatter.day:         %Y-%m-%d
+date.autoformatter.hour:        %m-%d %H
+date.autoformatter.minute:      %d %H:%M
+date.autoformatter.second:      %H:%M:%S
+date.autoformatter.microsecond: %M:%S.%f
+
+## ***************************************************************************
+## * TICKS                                                                   *
+## ***************************************************************************
+## See https://matplotlib.org/api/axis_api.html#matplotlib.axis.Tick
+xtick.top:           False   # draw ticks on the top side
+xtick.bottom:        True    # draw ticks on the bottom side
+xtick.labeltop:      False   # draw label on the top
+xtick.labelbottom:   True    # draw label on the bottom
+xtick.major.size:    3.5     # major tick size in points
+xtick.minor.size:    2       # minor tick size in points
+xtick.major.width:   0.8     # major tick width in points
+xtick.minor.width:   0.6     # minor tick width in points
+xtick.major.pad:     3.5     # distance to major tick label in points
+xtick.minor.pad:     3.4     # distance to the minor tick label in points
+xtick.color:         black   # color of the tick labels
+xtick.labelsize:     medium  # fontsize of the tick labels
+xtick.direction:     out     # direction: {in, out, inout}
+xtick.minor.visible: False   # visibility of minor ticks on x-axis
+xtick.major.top:     True    # draw x axis top major ticks
+xtick.major.bottom:  True    # draw x axis bottom major ticks
+xtick.minor.top:     True    # draw x axis top minor ticks
+xtick.minor.bottom:  True    # draw x axis bottom minor ticks
+xtick.alignment:     center  # alignment of xticks
+
+ytick.left:          True    # draw ticks on the left side
+ytick.right:         False   # draw ticks on the right side
+ytick.labelleft:     True    # draw tick labels on the left side
+ytick.labelright:    False   # draw tick labels on the right side
+ytick.major.size:    3.5     # major tick size in points
+ytick.minor.size:    2       # minor tick size in points
+ytick.major.width:   0.8     # major tick width in points
+ytick.minor.width:   0.6     # minor tick width in points
+ytick.major.pad:     3.5     # distance to major tick label in points
+ytick.minor.pad:     3.4     # distance to the minor tick label in points
+ytick.color:         black   # color of the tick labels
+ytick.labelsize:     medium  # fontsize of the tick labels
+ytick.direction:     out     # direction: {in, out, inout}
+ytick.minor.visible: False   # visibility of minor ticks on y-axis
+ytick.major.left:    True    # draw y axis left major ticks
+ytick.major.right:   True    # draw y axis right major ticks
+ytick.minor.left:    True    # draw y axis left minor ticks
+ytick.minor.right:   True    # draw y axis right minor ticks
+ytick.alignment:     center_baseline  # alignment of yticks
+
+
+## ***************************************************************************
+## * GRIDS                                                                   *
+## ***************************************************************************
+grid.color:     b0b0b0  # grid color
+grid.linestyle: -       # solid
+grid.linewidth: 0.8     # in points
+grid.alpha:     1.0     # transparency, between 0.0 and 1.0
+
+
+## ***************************************************************************
+## * LEGEND                                                                  *
+## ***************************************************************************
+legend.loc:           best
+legend.frameon:       False     # if True, draw the legend on a background patch
+legend.framealpha:    0.8      # legend patch transparency
+legend.facecolor:     inherit  # inherit from axes.facecolor; or color spec
+legend.edgecolor:     0.8      # background patch boundary color
+legend.fancybox:      True     # if True, use a rounded box for the
+                                # legend background, else a rectangle
+legend.shadow:        False    # if True, give background a shadow effect
+legend.numpoints:     1        # the number of marker points in the legend line
+legend.scatterpoints: 1        # number of scatter points
+legend.markerscale:   1.0      # the relative size of legend markers vs. original
+legend.fontsize:      medium
+legend.title_fontsize: None    # None sets to the same as the default axes.
+
+## Dimensions as fraction of fontsize:
+legend.borderpad:     0.4  # border whitespace
+legend.labelspacing:  0.5  # the vertical space between the legend entries
+legend.handlelength:  2.0  # the length of the legend lines
+legend.handleheight:  0.7  # the height of the legend handle
+legend.handletextpad: 0.8  # the space between the legend line and legend text
+legend.borderaxespad: 0.5  # the border between the axes and legend edge
+legend.columnspacing: 2.0  # column separation
+
+
+## ***************************************************************************
+## * FIGURE                                                                  *
+## ***************************************************************************
+## See https://matplotlib.org/api/figure_api.html#matplotlib.figure.Figure
+figure.titlesize:   large     # size of the figure title (``Figure.suptitle()``)
+figure.titleweight: normal    # weight of the figure title
+figure.figsize:     6.69, 4.6  # figure size in inches default: 6.4, 4.8
+figure.dpi:         220       # figure dots per inch
+figure.facecolor:   white     # figure facecolor
+figure.edgecolor:   white     # figure edgecolor
+figure.frameon:     True      # enable figure frame
+
+## The figure subplot parameters.  All dimensions are a fraction of the figure width and height.
+figure.subplot.left:   0.125  # the left side of the subplots of the figure
+figure.subplot.right:  0.9    # the right side of the subplots of the figure
+figure.subplot.bottom: 0.11   # the bottom of the subplots of the figure
+figure.subplot.top:    0.88   # the top of the subplots of the figure
+figure.subplot.wspace: 0.2    # the amount of width reserved for space between subplots,
+                               # expressed as a fraction of the average axis width
+figure.subplot.hspace: 0.2    # the amount of height reserved for space between subplots,
+                               # expressed as a fraction of the average axis height
+
+## Figure layout
+figure.autolayout: False  # When True, automatically adjust subplot
+                           # parameters to make the plot fit the figure
+                           # using `tight_layout`
+figure.constrained_layout.use: False  # When True, automatically make plot
+                                       # elements fit on the figure. (Not
+                                       # compatible with `autolayout`, above).
+figure.constrained_layout.h_pad:  0.04167  # Padding around axes objects. Float representing
+figure.constrained_layout.w_pad:  0.04167  # inches. Default is 3./72. inches (3 pts)
+figure.constrained_layout.hspace: 0.02     # Space between subplot groups. Float representing
+figure.constrained_layout.wspace: 0.02     # a fraction of the subplot widths being separated.
+
+
+## ***************************************************************************
+## * IMAGES                                                                  *
+## ***************************************************************************
+image.aspect: equal                # {equal, auto} or a number
+image.interpolation:  antialiased  # see help(imshow) for options
+image.cmap:   viridis              # A colormap name, gray etc...
+image.lut:    256                  # the size of the colormap lookup table
+image.origin: upper                # {lower, upper}
+image.resample:  True
+image.composite_image: True  # When True, all the images on a set of axes are
+                              # combined into a single composite image before
+                              # saving a figure as a vector graphics file,
+                              # such as a PDF.
+
+
+## ***************************************************************************
+## * CONTOUR PLOTS                                                           *
+## ***************************************************************************
+contour.negative_linestyle: dashed  # string or on-off ink sequence
+contour.corner_mask:        True    # {True, False, legacy}
+contour.linewidth:          None    # {float, None} Size of the contour
+                                     # linewidths. If set to None,
+                                     # it falls back to `line.linewidth`.
+
+
+## ***************************************************************************
+## * ERRORBAR PLOTS                                                          *
+## ***************************************************************************
+errorbar.capsize: 0  # length of end cap on error bars in pixels
+
+
+## ***************************************************************************
+## * HISTOGRAM PLOTS                                                         *
+## ***************************************************************************
+hist.bins: 10  # The default number of histogram bins or 'auto'.
+
+
+## ***************************************************************************
+## * SCATTER PLOTS                                                           *
+## ***************************************************************************
+scatter.marker: o         # The default marker type for scatter plots.
+scatter.edgecolors: face  # The default edge colors for scatter plots.
+
+
+## ***************************************************************************
+## * AGG RENDERING                                                           *
+## ***************************************************************************
+## Warning: experimental, 2008/10/10
+agg.path.chunksize: 0  # 0 to disable; values in the range
+                        # 10000 to 100000 can improve speed slightly
+                        # and prevent an Agg rendering failure
+                        # when plotting very large data sets,
+                        # especially if they are very gappy.
+                        # It may cause minor artifacts, though.
+                        # A value of 20000 is probably a good
+                        # starting point.
+
+
+## ***************************************************************************
+## * PATHS                                                                   *
+## ***************************************************************************
+path.simplify: True  # When True, simplify paths by removing "invisible"
+                      # points to reduce file size and increase rendering
+                      # speed
+path.simplify_threshold: 0.111111111111  # The threshold of similarity below
+                                          # which vertices will be removed in
+                                          # the simplification process.
+path.snap: True  # When True, rectilinear axis-aligned paths will be snapped
+                  # to the nearest pixel when certain criteria are met.
+                  # When False, paths will never be snapped.
+path.sketch: None  # May be None, or a 3-tuple of the form:
+                    # (scale, length, randomness).
+                    #     - *scale* is the amplitude of the wiggle
+                    #         perpendicular to the line (in pixels).
+                    #     - *length* is the length of the wiggle along the
+                    #         line (in pixels).
+                    #     - *randomness* is the factor by which the length is
+                    #         randomly scaled.
+path.effects:
+
+
+## ***************************************************************************
+## * SAVING FIGURES                                                          *
+## ***************************************************************************
+## The default savefig params can be different from the display params
+## e.g., you may want a higher resolution, or to make the figure
+## background white
+savefig.dpi:       figure      # figure dots per inch or 'figure'
+savefig.facecolor: auto        # figure facecolor when saving
+savefig.edgecolor: auto        # figure edgecolor when saving
+savefig.format:    png         # {png, ps, pdf, svg}
+savefig.bbox:      standard    # {tight, standard}
+                                # 'tight' is incompatible with pipe-based animation
+                                # backends (e.g. 'ffmpeg') but will work with those
+                                # based on temporary files (e.g. 'ffmpeg_file')
+savefig.pad_inches:   0.1      # Padding to be used when bbox is set to 'tight'
+
+savefig.transparent: False     # setting that controls whether figures are saved with a
+                                # transparent background by default
+savefig.orientation: portrait  # Orientation of saved figure
+
+### ps backend params
+ps.papersize:      letter  # {auto, letter, legal, ledger, A0-A10, B0-B10}
+ps.useafm:         False   # use of afm fonts, results in small files
+ps.usedistiller:   False   # {ghostscript, xpdf, None}
+                            # Experimental: may produce smaller files.
+                            # xpdf intended for production of publication quality files,
+                            # but requires ghostscript, xpdf and ps2eps
+ps.distiller.res:  6000    # dpi
+ps.fonttype:       3       # Output Type 3 (Type3) or Type 42 (TrueType)
+
+### PDF backend params
+pdf.compression:    6  # integer from 0 to 9
+                        # 0 disables compression (good for debugging)
+pdf.fonttype:       3  # Output Type 3 (Type3) or Type 42 (TrueType)
+pdf.use14corefonts : False
+pdf.inheritcolor:   False
+
+### SVG backend params
+svg.image_inline: True  # Write raster image data directly into the SVG file
+svg.fonttype: path      # How to handle SVG fonts:
+                         #     path: Embed characters as paths -- supported
+                         #           by most SVG renderers
+                         #     None: Assume fonts are installed on the
+                         #           machine where the SVG will be viewed.
+svg.hashsalt: None      # If not None, use this string as hash salt instead of uuid4
+
+### pgf parameter
+## See https://matplotlib.org/tutorials/text/pgf.html for more information.
+pgf.rcfonts: True
+pgf.preamble:  # See text.latex.preamble for documentation
+pgf.texsystem: xelatex
+
+## ***************************************************************************
+## * INTERACTIVE KEYMAPS                                                     *
+## ***************************************************************************
+## Event keys to interact with figures/plots via keyboard.
+## See https://matplotlib.org/users/navigation_toolbar.html for more details on
+## interactive navigation.  Customize these settings according to your needs.
+## Leave the field(s) empty if you don't need a key-map. (i.e., fullscreen : '')
+keymap.fullscreen: f, ctrl+f   # toggling
+keymap.home: h, r, home        # home or reset mnemonic
+keymap.back: left, c, backspace, MouseButton.BACK  # forward / backward keys
+keymap.forward: right, v, MouseButton.FORWARD      # for quick navigation
+keymap.pan: p                  # pan mnemonic
+#keymap.zoom: o                 # zoom mnemonic
+keymap.save: s, ctrl+s         # saving current figure
+keymap.help: f1                # display help about active tools
+keymap.quit: ctrl+w, cmd+w, q  # close the current figure
+keymap.quit_all:               # close all figures
+keymap.grid: g                 # switching on/off major grids in current axes
+keymap.grid_minor: G           # switching on/off minor grids in current axes
+keymap.yscale: l               # toggle scaling of y-axes ('log'/'linear')
+keymap.xscale: k, L            # toggle scaling of x-axes ('log'/'linear')
+keymap.copy: ctrl+c, cmd+c     # Copy figure to clipboard
+
+
+## ***************************************************************************
+## * ANIMATION                                                               *
+## ***************************************************************************
+animation.html: none  # How to display the animation as HTML in
+                       # the IPython notebook:
+                       #     - 'html5' uses HTML5 video tag
+                       #     - 'jshtml' creates a Javascript animation
+animation.writer:  ffmpeg        # MovieWriter 'backend' to use
+animation.codec:   h264          # Codec to use for writing movie
+animation.bitrate: -1            # Controls size/quality tradeoff for movie.
+                                  # -1 implies let utility auto-determine
+animation.frame_format: png      # Controls frame format used by temp files
+animation.ffmpeg_path:  ffmpeg   # Path to ffmpeg binary. Without full path
+                                  # $PATH is searched
+animation.ffmpeg_args:           # Additional arguments to pass to ffmpeg
+animation.convert_path: convert  # Path to ImageMagick's convert binary.
+                                  # On Windows use the full path since convert
+                                  # is also the name of a system tool.
+animation.convert_args:          # Additional arguments to pass to convert
+animation.embed_limit:  20.0     # Limit, in MB, of size of base64 encoded
+                                  # animation in HTML (i.e. IPython notebook)

README.md

+# Lerneinheit II-II: Kalorimetrie (Präsenz)
+## Einführung
+Siehe Skript und Aufgabenstellung in [moodle](https://moodle.tu-darmstadt.de/course/view.php?id=36368&section=5#tabs-tree-start).
+
+## Materialien
+In diesem GitLab Repo finden Sie:
+- Package functions (`functions/`): Beinhaltet die Module `m_labor`, `utility` und Skript `s_uuid6`
+- Modul `m_labor` (`functions/m_labor.py`): Vorlage der Funktion zum Abspeichern der Einstellung des Labornetzteiles sowie die Zeit der Erwärmung.
+- Modul `utility` (`functions/utility.py`): Vorlage der Funktionen zur Datenauswertung
+- Skript `s_uuid6` (`functions/s_uuid6.py`): Um UUIDs zu generieren
+- Python-Hilfsdatei (`functions/__init__.py`): Notwendige Datei für die Erzeugung eines Python-Pakets
+- Datenblätter (`datasheets/`): Vorlage der Datenblätter der Komponenten des Prüfstandes im JSON-Format
+- Messdaten (`data/`): Wo die Messdaten abgespeichert werden
+- Abbildungsordner (`figures/`): Ordner zum Ablegen die Fotos bzw. Abbildungen aus der Auswertung
+- Notebook Laborversuch (`ausarbeitung_laborversuch.ipynb`): Vorlage zur Messdatenauswertung
+- Main Skript (`main.py`): Zum Aufnahmen der Messdaten
+- Infosblatt (`DS18B20_Datasheet.pdf`): Infosblatt des DS18B20 Sensors
+- Readme (`REAMDE.md`): diese Datei
+- Requirements (`requirements.txt`): Beschreibt die pip-Umgebung, nicht relevant für die Ausarbeitung
+- Matplotlib Style (`FST.mplstyle`): Einstellung für Matplotlib nach der FST-Institut-Vorschrift
+
+### Numpy Quick Start Quide
+`numpy.ndarray` ist eine sehr effiziente Datenstruktur im Python-Package `numpy`, die von Datenwissenschaftlern jeden Tag gebraucht wird. Einige Beispiele werden hier gezeigt.
+
+Initializierung von `numpy.ndarray`:
+```python
+import numpy as np
+
+a = np.array([[1, 2, 3, 4], [5, 6, 7, 8]])
+```
+Anders als `list` müssen die Elemente im `ndarray` von gleichen Typen (zum Beispiel `float64`) sein. Und das Array muss wie eine Matrix in der Mathematik aussehen. Das heißt, die Anzahl der Elemente bei jeder Spalte bzw. Zeile gleich ist.
+
+`numpy.ndarray` erleichert die mathematische Berechnung:
+```python
+# Assuming that each element in "a" is the radius of a circle,
+# the area of each circle can be calculated in this way.
+area = np.pi * a ** 2
+# Print the array.
+print(area)
+# Print a element in the array.
+print(area[0, 3])
+```
+Es ist möglich, Statistik des Arrays durch Build-in Funktionen von `numpy` zu brechen.
+```python
+a_mean = a.mean()
+print(a_mean)
+# Calculate the average of each column.
+a_mean_first_dimension = a.mean(0)
+print(a_mean_first_dimension)
+```
+
+### Links
+Mehr Infomationen über die Datenstruktur sind in der [README.md](https://git.rwth-aachen.de/fst-tuda/public/lehre/calorimetry_home/-/blob/main/README.md) des Küchentischversuches zu finden.
+
+[NumPy: the absolute basics for beginners](https://numpy.org/doc/stable/user/absolute_beginners.html)
+
+[h5py Quick Start Guide](https://docs.h5py.org/en/stable/quick.html)
+
+[NumPy Fundamentals](https://numpy.org/doc/stable/user/basics.html)
+
+[Matplotlib Pyplot Scatter](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.scatter.html#matplotlib.pyplot.scatter)
+
+[PyPi: W1ThermSensor](https://pypi.org/project/w1thermsensor/)
+
+## Ausarbeitung
+Die Ausarbeitung erfolgt in den Modul `m_labor` und Notebook `ausarbeitung_laborversuch.ipynb`. In diesen ist bereits eine Gliederung vorgegeben.
+
+## Abgabe
+Die Abgabe erfolgt über [moodle](https://moodle.tu-darmstadt.de/mod/assign/view.php?id=1249200). Committen und pushen Sie zunächst Ihre Änderungen auf GitLab und laden Sie von dort Ihr gesamtes Repo als .zip-Datei herunter (ein direkter Download vom JupyterHub ist leider nicht möglich). Benennen Sie die .zip-Datei nach dem folgenden Schema:
+
+<p style="text-align: center;"> &lt;Nachname&gt;_&lt;Vorname&gt;_&lt;MATR-NR&gt;_&lt;GRUPPEN-NR&gt;_le_2-2.zip</p>
+
+Abgaben, die diese Namenskonvention nicht erfüllen, können in der Bewertung nicht berücksichtigt werden.
+Laden Sie diese .zip-Datei in moodle hoch. Insbesondere sollten vorhanden sein:
+- Jupyter Notebook mit Datenauswertungen
+- Python-Modul
\ No newline at end of file

data/.gitkeep

+## This file is for git to be able to version control empty folders, you can ignore this file, it only helps us to keep the structure of the template. ##
\ No newline at end of file

data/Heat_Capacity/actor_immersionHeater_1ee21744-0355-6023-94b4-d5c041dd32cd.json

+{
+	"JSON": {
+		"ID": "1ee21744-0355-6023-94b4-d5c041dd32cd",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"actor": {
+		"type": "immersion heater",
+		"manufacturer": "Zhuodingsen",
+		"power_supply": {
+			"voltage": 12,
+			"type": "DC voltage",
+			"source": {
+				"type": "adjustable laboratory power supply",
+				"model": "DPPS-32-20",
+				"manufacturer": "VOLTCRAFT",
+				"power": "640 Watt",
+				"technology": "clocked power supply",
+				"voltage": "1...32 V",
+				"current": "0...20 A",
+				"residual ripple": "<5 mV"
+			}
+		}
+	}
+}

data/Heat_Capacity/calorimeter_1ee5ec0c-0b57-68cd-9d39-c9b7e9b18753.json

+{
+	"JSON": {
+		"ID": "1ee5ec0c-0b57-68cd-9d39-c9b7e9b18753",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"calorimeter": {
+		"type": "heat flow calorimeter",
+		"manufacturer": "Fluidsystemtechnik",
+		"container": {
+			"type": "beaker",
+			"volume": {
+				"value": 600,
+				"unit": "milliliter"
+			}
+		},
+		"medium": {
+			"type": "water",
+			"mass": {
+				"value": 400,
+				"unit": "gramm",
+				"accuracy": {
+					"value": 0,
+					"type": "absolute",
+					"unit": "gramm"
+				}
+			}
+		}
+	}
+}

data/Heat_Capacity/group_1ee5ec0a-1830-63f5-ac3e-6f8ce4468546.json

+{
+	"JSON": {
+		"ID": "1ee5ec0a-1830-63f5-ac3e-6f8ce4468546",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"group": {
+		"number": "Laborversuch_Group37",
+		"author": [
+			"Diogo Fernandes Costa",
+			"Zidane Bürmann",
+			"Santiago Ramirez Saldana"
+		],
+		"experiment": "calorimetry",
+		"testrig_number": "1"
+	}
+}

data/Heat_Capacity/instrument_raspPi_1ee5ec0d-e77c-68b7-90f7-2e33485ff91c.json

+{
+	"JSON": {
+		"ID": "1ee5ec0d-e77c-68b7-90f7-2e33485ff91c",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"instrument": {
+		"name": "raspberry_pi",
+		"type": "single_board_computer",
+		"manufacturer": "Raspberry Pi Foundation",
+		"model": "Raspberry Pi 4 Model B Rev. 1.5",
+		"serial": "10000000dbd18662",
+		"operating_system": "Raspberry Pi OS",
+		"comment": "to get model and serial number put this code in the terminal: cat /proc/cpuinfo"
+	}
+}

data/Heat_Capacity/sensor_tempCalorimeter1_1ee5ec00-4a00-68a1-bb1e-873c2dd4dbde.json

+{
+	"JSON": {
+		"ID": "1ee5ec00-4a00-68a1-bb1e-873c2dd4dbde",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"sensor": {
+		"name": "Temperature_Sensor",
+		"type": "DS18B20",
+		"manufacturer": "keyestudio",
+		"serial": "3c01f0956007",
+		"comment": "",
+		"range": {
+			"min": -55,
+			"max": 125,
+			"units": "degree_celsius"
+		},
+		"accuracy": {
+			"value": 0.5,
+			"type": "absolute",
+			"unit": "degree_celsius"
+		}
+	}
+}

data/Heat_Capacity/sensor_tempCalorimeter2_1ee5ec03-7e64-6071-8ca3-98dbab0a7719.json

+{
+	"JSON": {
+		"ID": "1ee5ec03-7e64-6071-8ca3-98dbab0a7719",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"sensor": {
+		"name": "Temperature_Sensor",
+		"type": "DS18B20",
+		"manufacturer": "keyestudio",
+		"serial": "3cf9e3818fb8",
+		"comment": "",
+		"range": {
+			"min": -55,
+			"max": 125,
+			"units": "degree_celsius"
+		},
+		"accuracy": {
+			"value": 0.5,
+			"type": "absolute",
+			"unit": "degree_celsius"
+		}
+	}
+}

data/Heat_Capacity/sensor_tempCalorimeter3_1ee5ec04-30cd-678f-a64b-0ce7544ef5e8.json

+{
+	"JSON": {
+		"ID": "1ee5ec04-30cd-678f-a64b-0ce7544ef5e8",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"sensor": {
+		"name": "Temperature_Sensor",
+		"type": "DS18B20",
+		"manufacturer": "keyestudio",
+		"serial": "3c01f095b066",
+		"comment": "",
+		"range": {
+			"min": -55,
+			"max": 125,
+			"units": "degree_celsius"
+		},
+		"accuracy": {
+			"value": 0.5,
+			"type": "absolute",
+			"unit": "degree_celsius"
+		}
+	}
+}

data/Heat_Capacity/sensor_tempEnvironment_1ee5ec04-c845-69e2-853a-25c11543466f.json

+{
+	"JSON": {
+		"ID": "1ee5ec04-c845-69e2-853a-25c11543466f",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"sensor": {
+		"name": "Temperature_Sensor",
+		"type": "DS18B20",
+		"manufacturer": "keyestudio",
+		"serial": "3c01f095d465",
+		"comment": "",
+		"range": {
+			"min": -55,
+			"max": 125,
+			"units": "degree_celsius"
+		},
+		"accuracy": {
+			"value": 0.5,
+			"type": "absolute",
+			"unit": "degree_celsius"
+		}
+	}
+}

data/Heat_Capacity/setup_constant.json

+{
+	"JSON": {
+		"ID": "1ee5ec1a-e3f7-66be-b5a8-ad82b1e18627",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+    "comment": "this setup is used to measure the calorimeter constant by bringing in a known amount of energy, while measuring the temperature",
+	"setup": {
+		"1ee5ec0a-1830-63f5-ac3e-6f8ce4468546": {
+            "type": "group_info",
+			"name": "group_info",
+            "comment": ""
+        },
+		"1ee5ec0d-e77c-68b7-90f7-2e33485ff91c": {
+            "type": "instrument",
+			"name": "raspberry_pi",
+            "comment": ""
+        },
+        "1ee5ec0c-0b57-68cd-9d39-c9b7e9b18753": {
+            "type": "calorimeter",
+			"name": "calorimeter",
+            "comment": ""
+        },
+		"1ee21744-0355-6023-94b4-d5c041dd32cd": {
+            "type": "actor",
+			"name": "immersion_heater",
+            "comment": "this heater is used to warm up the water in the calorimeter for measuring the calorimeter constant"
+        },
+		"1ee5ec00-4a00-68a1-bb1e-873c2dd4dbde": {
+            "type": "sensor",
+			"name": "temperature_calorimeter_1",
+            "comment": ""
+        },
+		"1ee5ec03-7e64-6071-8ca3-98dbab0a7719": {
+            "type": "sensor",
+			"name": "temperature_calorimeter_2",
+            "comment": ""
+        },
+		"1ee5ec04-30cd-678f-a64b-0ce7544ef5e8": {
+            "type": "sensor",
+			"name": "temperature_calorimeter_3",
+            "comment": ""
+        },
+		"1ee5ec04-c845-69e2-853a-25c11543466f": {
+            "type": "sensor",
+			"name": "temperature_environment",
+            "comment": ""
+        }
+	}
+}
\ No newline at end of file

data/PDC003/actor_sousvide_1ee21750-5282-63bc-86e9-b4de622ee43e.json

+{
+	"JSON": {
+		"ID": "1ee21750-5282-63bc-86e9-b4de622ee43e",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"actor": {
+		"type": "Sous Vide cooker",
+		"model": "DE310B",
+		"manufacturer": "KitchenBoss",
+		"power_supply": {
+			"voltage": "230 V",
+			"type": "AC voltage",
+			"power": "1100 W"
+		},
+		"temperature_range": {
+			"min": 40,
+			"max": 90,
+			"unit": "degree Celsius"
+		},
+		"circulation": "available"
+	}
+}
\ No newline at end of file

data/PDC003/calorimeter_1ee5ec0c-0b57-68cd-9d39-c9b7e9b18753.json

+{
+	"JSON": {
+		"ID": "1ee5ec0c-0b57-68cd-9d39-c9b7e9b18753",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"calorimeter": {
+		"type": "heat flow calorimeter",
+		"manufacturer": "Fluidsystemtechnik",
+		"container": {
+			"type": "beaker",
+			"volume": {
+				"value": 600,
+				"unit": "milliliter"
+			}
+		},
+		"medium": {
+			"type": "water",
+			"mass": {
+				"value": 400,
+				"unit": "gramm",
+				"accuracy": {
+					"value": 0,
+					"type": "absolute",
+					"unit": "gramm"
+				}
+			}
+		}
+	}
+}

data/PDC003/group_1ee5ec0a-1830-63f5-ac3e-6f8ce4468546.json

+{
+	"JSON": {
+		"ID": "1ee5ec0a-1830-63f5-ac3e-6f8ce4468546",
+		"label": "",
+		"comment": "UUID6 is used"
+	},
+	"group": {
+		"number": "Laborversuch_Group37",
+		"author": [
+			"Diogo Fernandes Costa",
+			"Zidane Bürmann",
+			"Santiago Ramirez Saldana"
+		],
+		"experiment": "calorimetry",
+		"testrig_number": "1"
+	}
+}