diff --git a/architect/systems/optical/spectrometers.py b/architect/systems/optical/spectrometers.py
index f3fb0d1..26741c1 100644
--- a/architect/systems/optical/spectrometers.py
+++ b/architect/systems/optical/spectrometers.py
@@ -377,6 +377,26 @@ def get_ground_target_error(
 
         return ground_error
 
+    def get_slew_rate(
+        self,
+        swath,
+        frame_rate,
+        number_of_frames,
+        orbital_altitude,
+        time
+    ):
+        """Get the slew rate from the frame rate of the sensor.
+
+        Ref: https://www.notion.so/utat-ss/Slew-Rate-94e15b1c616e407ab0454d273893fad7?pvs=4
+
+        """
+        term1 = (swath * frame_rate * time) / (number_of_frames * orbital_altitude)
+        term2 = (swath * frame_rate) / (number_of_frames * orbital_altitude)
+
+        slew_rate = (1 / (1 + term1 * term1)) * term2
+
+        return slew_rate
+
 
 class FINCHEye(HyperspectralImager):
     """A compact hyperspectral imaging payload."""
diff --git a/poetry.lock b/poetry.lock
index 03455ca..443d9c6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,18 +1,26 @@
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+
 [[package]]
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
+    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+]
 
 [[package]]
 name = "astroid"
 version = "2.12.4"
 description = "An abstract syntax tree for Python with inference support."
-category = "dev"
 optional = false
 python-versions = ">=3.7.2"
+files = [
+    {file = "astroid-2.12.4-py3-none-any.whl", hash = "sha256:af71cdc0775b6e4d88076746620e2c8cd1bf4533a9977cfdd00eeea97d95530c"},
+    {file = "astroid-2.12.4.tar.gz", hash = "sha256:39fa822c82dc112f5072a208ddf01c58184043aa90e3e469786fa0520c71aaa7"},
+]
 
 [package.dependencies]
 lazy-object-proxy = ">=1.4.0"
@@ -22,9 +30,28 @@ wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""}
 name = "astropy"
 version = "5.1"
 description = "Astronomy and astrophysics core library"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "astropy-5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5d0e5f8ff0ae1317a095ac48a38e3708de470534f2930c4833d166ef3c44d99d"},
+    {file = "astropy-5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:25b8b512901dd1a443341e8941cab882d7275d42ed7aa2f3908adb3158d5c377"},
+    {file = "astropy-5.1-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:41bfe328b5657404dd0501f7abde89651f8a0bd28358fe7b6144d6b49ae1adee"},
+    {file = "astropy-5.1-cp310-cp310-win32.whl", hash = "sha256:09030535263893e4e81a9f60936d3a83ad48696937323c5b22a7cda91e5c039b"},
+    {file = "astropy-5.1-cp310-cp310-win_amd64.whl", hash = "sha256:857972d9c76d2adb90b80948b0f4e01f3483abfbbf80eeb07803188c178dd8cc"},
+    {file = "astropy-5.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a17f0b0d8bf1e25ff6e3d85571fd032fec1a522ffd6b2b1551429a22b7264a9e"},
+    {file = "astropy-5.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1795e6985eb477084a7af719fe5d36a1832612594065b51175d4a02fc263ee6d"},
+    {file = "astropy-5.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8a8aa983bc8e20f0335ba66ff399b413653569388a7325de84b13de85d9e2839"},
+    {file = "astropy-5.1-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c36f9f3a4ea8eb914528fc7f7a881837c817839b07994960189fd51170327ac3"},
+    {file = "astropy-5.1-cp38-cp38-win32.whl", hash = "sha256:0ea4ef58a5a70fd68c71731baa87352fb40e1bbf763456fb10148af4ef3f0ff1"},
+    {file = "astropy-5.1-cp38-cp38-win_amd64.whl", hash = "sha256:0423e527f5033a2b42fc154dd82904ca98acb9b0a62e51bb7428410d05b41b74"},
+    {file = "astropy-5.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e6e1ed8c63598a0d9804187ebac880a66fe49d21195b086c877f2bc7de486c68"},
+    {file = "astropy-5.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:af1f5fa5807371fc1f9a81287e160fa3de00c4947742cf4aa9a81eb6d9671867"},
+    {file = "astropy-5.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:a4ce6ddb7cfa54412e8700b34190db47142dc64f5e84aecb67a9751327218974"},
+    {file = "astropy-5.1-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:928507a389a708cc9f3b9eaeedc7ce3b0f3e43d2493cff92073fdb7be3cb3a3a"},
+    {file = "astropy-5.1-cp39-cp39-win32.whl", hash = "sha256:4c4c9e57710cc2fdf8da2f470afe204183256f2eb8712e8777491db4348818ca"},
+    {file = "astropy-5.1-cp39-cp39-win_amd64.whl", hash = "sha256:f54d3537e987c33244435fb155f9087e130abae4126d06b003171c15dbff6ed6"},
+    {file = "astropy-5.1.tar.gz", hash = "sha256:1db1b2c7eddfc773ca66fa33bd07b25d5b9c3b5eee2b934e0ca277fa5b1b7b7e"},
+]
 
 [package.dependencies]
 numpy = ">=1.18"
@@ -33,19 +60,22 @@ pyerfa = ">=2.0"
 PyYAML = ">=3.13"
 
 [package.extras]
-all = ["scipy (>=1.3)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "certifi", "dask", "h5py", "pyarrow (>=5.0.0)", "beautifulsoup4", "html5lib", "bleach", "pandas", "sortedcontainers", "pytz", "jplephem", "mpmath", "asdf (>=2.10.0)", "bottleneck", "ipython (>=4.2)", "pytest (>=7.0)", "typing-extensions (>=3.10.0.1)"]
-docs = ["sphinx (<4)", "sphinx-astropy (>=1.6)", "pytest (>=7.0)", "scipy (>=1.3)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "sphinx-changelog (>=1.1.0)", "Jinja2 (<3.1)"]
-recommended = ["scipy (>=1.3)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)"]
-test = ["pytest (>=7.0)", "pytest-doctestplus (>=0.12)", "pytest-astropy-header (>=0.2.1)", "pytest-astropy (>=0.10)", "pytest-xdist"]
-test_all = ["pytest (>=7.0)", "pytest-doctestplus (>=0.12)", "pytest-astropy-header (>=0.2.1)", "pytest-astropy (>=0.9)", "pytest-xdist", "objgraph", "ipython (>=4.2)", "coverage", "skyfield (>=1.20)", "sgp4 (>=2.3)"]
+all = ["asdf (>=2.10.0)", "beautifulsoup4", "bleach", "bottleneck", "certifi", "dask[array]", "h5py", "html5lib", "ipython (>=4.2)", "jplephem", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "mpmath", "pandas", "pyarrow (>=5.0.0)", "pytest (>=7.0)", "pytz", "scipy (>=1.3)", "sortedcontainers", "typing-extensions (>=3.10.0.1)"]
+docs = ["Jinja2 (<3.1)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "pytest (>=7.0)", "scipy (>=1.3)", "sphinx (<4)", "sphinx-astropy (>=1.6)", "sphinx-changelog (>=1.1.0)"]
+recommended = ["matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "scipy (>=1.3)"]
+test = ["pytest (>=7.0)", "pytest-astropy (>=0.10)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist"]
+test-all = ["coverage", "ipython (>=4.2)", "objgraph", "pytest (>=7.0)", "pytest-astropy (>=0.9)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist", "sgp4 (>=2.3)", "skyfield (>=1.20)"]
 
 [[package]]
 name = "asttokens"
 version = "2.0.8"
 description = "Annotate AST trees with source code positions"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "asttokens-2.0.8-py2.py3-none-any.whl", hash = "sha256:e3305297c744ae53ffa032c45dc347286165e4ffce6875dc662b205db0623d86"},
+    {file = "asttokens-2.0.8.tar.gz", hash = "sha256:c61e16246ecfb2cde2958406b4c8ebc043c9e6d73aaa83c941673b35e5d3a76b"},
+]
 
 [package.dependencies]
 six = "*"
@@ -57,39 +87,112 @@ test = ["astroid (<=2.5.3)", "pytest"]
 name = "atomicwrites"
 version = "1.4.1"
 description = "Atomic file writes."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
+]
 
 [[package]]
 name = "attrs"
 version = "22.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "attrs-22.1.0-py2.py3-none-any.whl", hash = "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"},
+    {file = "attrs-22.1.0.tar.gz", hash = "sha256:29adc2665447e5191d0e7c568fde78b21f9672d344281d0c6e1ab085429b22b6"},
+]
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
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+]
 
 [[package]]
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.dependencies]
 pycparser = "*"
@@ -98,25 +201,99 @@ pycparser = "*"
 name = "cfgv"
 version = "3.3.1"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
 python-versions = ">=3.6.1"
+files = [
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+]
 
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 name = "colorama"
 version = "0.4.5"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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+
+[[package]]
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+version = "0.2.0"
+description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+traitlets = ">=4"
+
+[package.extras]
+test = ["pytest"]
 
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 name = "coverage"
 version = "6.4.4"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
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+]
 
 [package.dependencies]
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
@@ -126,27 +303,52 @@ toml = ["tomli"]
 
 [[package]]
 name = "debugpy"
-version = "1.6.3"
+version = "1.8.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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+    {file = "debugpy-1.8.0-cp39-cp39-win32.whl", hash = "sha256:57161629133113c97b387382045649a2b985a348f0c9366e22217c87b68b73c6"},
+    {file = "debugpy-1.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:e3412f9faa9ade82aa64a50b602544efcba848c91384e9f93497a458767e6926"},
+    {file = "debugpy-1.8.0-py2.py3-none-any.whl", hash = "sha256:9c9b0ac1ce2a42888199df1a1906e45e6f3c9555497643a85e0bf2406e3ffbc4"},
+    {file = "debugpy-1.8.0.zip", hash = "sha256:12af2c55b419521e33d5fb21bd022df0b5eb267c3e178f1d374a63a2a6bdccd0"},
+]
 
 [[package]]
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
+    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+]
 
 [[package]]
 name = "dill"
 version = "0.3.5.1"
 description = "serialize all of python"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+files = [
+    {file = "dill-0.3.5.1-py2.py3-none-any.whl", hash = "sha256:33501d03270bbe410c72639b350e941882a8b0fd55357580fbc873fba0c59302"},
+    {file = "dill-0.3.5.1.tar.gz", hash = "sha256:d75e41f3eff1eee599d738e76ba8f4ad98ea229db8b085318aa2b3333a208c86"},
+]
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
@@ -155,25 +357,34 @@ graph = ["objgraph (>=1.7.2)"]
 name = "distlib"
 version = "0.3.6"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "distlib-0.3.6-py2.py3-none-any.whl", hash = "sha256:f35c4b692542ca110de7ef0bea44d73981caeb34ca0b9b6b2e6d7790dda8f80e"},
+    {file = "distlib-0.3.6.tar.gz", hash = "sha256:14bad2d9b04d3a36127ac97f30b12a19268f211063d8f8ee4f47108896e11b46"},
+]
 
 [[package]]
 name = "entrypoints"
 version = "0.4"
 description = "Discover and load entry points from installed packages."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
+    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
+]
 
 [[package]]
 name = "execnet"
 version = "1.9.0"
 description = "execnet: rapid multi-Python deployment"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "execnet-1.9.0-py2.py3-none-any.whl", hash = "sha256:a295f7cc774947aac58dde7fdc85f4aa00c42adf5d8f5468fc630c1acf30a142"},
+    {file = "execnet-1.9.0.tar.gz", hash = "sha256:8f694f3ba9cc92cab508b152dcfe322153975c29bda272e2fd7f3f00f36e47c5"},
+]
 
 [package.extras]
 testing = ["pre-commit"]
@@ -182,28 +393,37 @@ testing = ["pre-commit"]
 name = "executing"
 version = "0.10.0"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "executing-0.10.0-py2.py3-none-any.whl", hash = "sha256:9c745f80cda11eb22b62cbecf21156491a794eb56ab06f9d286a44e62822b24e"},
+    {file = "executing-0.10.0.tar.gz", hash = "sha256:d1cd87c2e371e9966261410c5b3769d6df2f9e4a79a83eebd2662dd3388f9833"},
+]
 
 [[package]]
 name = "fastjsonschema"
 version = "2.16.1"
 description = "Fastest Python implementation of JSON schema"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "fastjsonschema-2.16.1-py3-none-any.whl", hash = "sha256:2f7158c4de792555753d6c2277d6a2af2d406dfd97aeca21d17173561ede4fe6"},
+    {file = "fastjsonschema-2.16.1.tar.gz", hash = "sha256:d6fa3ffbe719768d70e298b9fb847484e2bdfdb7241ed052b8d57a9294a8c334"},
+]
 
 [package.extras]
-devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
+devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
 [[package]]
 name = "filelock"
 version = "3.8.0"
 description = "A platform independent file lock."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.8.0-py3-none-any.whl", hash = "sha256:617eb4e5eedc82fc5f47b6d61e4d11cb837c56cb4544e39081099fa17ad109d4"},
+    {file = "filelock-3.8.0.tar.gz", hash = "sha256:55447caa666f2198c5b6b13a26d2084d26fa5b115c00d065664b2124680c4edc"},
+]
 
 [package.extras]
 docs = ["furo (>=2022.6.21)", "sphinx (>=5.1.1)", "sphinx-autodoc-typehints (>=1.19.1)"]
@@ -213,9 +433,12 @@ testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "pytest (>=7.1.2)", "pyt
 name = "identify"
 version = "2.5.3"
 description = "File identification library for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "identify-2.5.3-py2.py3-none-any.whl", hash = "sha256:25851c8c1370effb22aaa3c987b30449e9ff0cece408f810ae6ce408fdd20893"},
+    {file = "identify-2.5.3.tar.gz", hash = "sha256:887e7b91a1be152b0d46bbf072130235a8117392b9f1828446079a816a05ef44"},
+]
 
 [package.extras]
 license = ["ukkonen"]
@@ -224,41 +447,56 @@ license = ["ukkonen"]
 name = "iniconfig"
 version = "1.1.1"
 description = "iniconfig: brain-dead simple config-ini parsing"
-category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "iniconfig-1.1.1-py2.py3-none-any.whl", hash = "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3"},
+    {file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
+]
 
 [[package]]
 name = "ipykernel"
-version = "6.15.1"
+version = "6.26.0"
 description = "IPython Kernel for Jupyter"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+files = [
+    {file = "ipykernel-6.26.0-py3-none-any.whl", hash = "sha256:3ba3dc97424b87b31bb46586b5167b3161b32d7820b9201a9e698c71e271602c"},
+    {file = "ipykernel-6.26.0.tar.gz", hash = "sha256:553856658eb8430bbe9653ea041a41bff63e9606fc4628873fc92a6cf3abd404"},
+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-debugpy = ">=1.0"
+comm = ">=0.1.1"
+debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
 psutil = "*"
-pyzmq = ">=17"
+pyzmq = ">=20"
 tornado = ">=6.1"
-traitlets = ">=5.1.0"
+traitlets = ">=5.4.0"
 
 [package.extras]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest-cov", "pytest-timeout", "pytest (>=6.0)"]
+cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
+pyqt5 = ["pyqt5"]
+pyside6 = ["pyside6"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
 version = "8.4.0"
 description = "IPython: Productive Interactive Computing"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "ipython-8.4.0-py3-none-any.whl", hash = "sha256:7ca74052a38fa25fe9bedf52da0be7d3fdd2fb027c3b778ea78dfe8c212937d1"},
+    {file = "ipython-8.4.0.tar.gz", hash = "sha256:f2db3a10254241d9b447232cec8b424847f338d9d36f9a577a6192c332a46abd"},
+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
@@ -271,11 +509,12 @@ pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
 prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
 pygments = ">=2.4.0"
+setuptools = ">=18.5"
 stack-data = "*"
 traitlets = ">=5"
 
 [package.extras]
-all = ["black", "Sphinx (>=1.3)", "ipykernel", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.19)", "pandas", "trio"]
+all = ["Sphinx (>=1.3)", "black", "curio", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "testpath", "trio"]
 black = ["black"]
 doc = ["Sphinx (>=1.3)"]
 kernel = ["ipykernel"]
@@ -285,29 +524,35 @@ notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
 test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "trio"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
 name = "isort"
 version = "5.10.1"
 description = "A Python utility / library to sort Python imports."
-category = "dev"
 optional = false
 python-versions = ">=3.6.1,<4.0"
+files = [
+    {file = "isort-5.10.1-py3-none-any.whl", hash = "sha256:6f62d78e2f89b4500b080fe3a81690850cd254227f27f75c3a0c491a1f351ba7"},
+    {file = "isort-5.10.1.tar.gz", hash = "sha256:e8443a5e7a020e9d7f97f1d7d9cd17c88bcb3bc7e218bf9cf5095fe550be2951"},
+]
 
 [package.extras]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
-requirements_deprecated_finder = ["pipreqs", "pip-api"]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
+pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
 plugins = ["setuptools"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jedi"
 version = "0.18.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "jedi-0.18.1-py2.py3-none-any.whl", hash = "sha256:637c9635fcf47945ceb91cd7f320234a7be540ded6f3e99a50cb6febdfd1ba8d"},
+    {file = "jedi-0.18.1.tar.gz", hash = "sha256:74137626a64a99c8eb6ae5832d99b3bdd7d29a3850fe2aa80a4126b2a7d949ab"},
+]
 
 [package.dependencies]
 parso = ">=0.8.0,<0.9.0"
@@ -320,9 +565,12 @@ testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jsonschema"
 version = "4.14.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jsonschema-4.14.0-py3-none-any.whl", hash = "sha256:9892b8d630a82990521a9ca630d3446bd316b5ad54dbe981338802787f3e0d2d"},
+    {file = "jsonschema-4.14.0.tar.gz", hash = "sha256:15062f4cc6f591400cd528d2c355f2cfa6a57e44c820dc783aee5e23d36a831f"},
+]
 
 [package.dependencies]
 attrs = ">=17.4.0"
@@ -336,9 +584,12 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jupyter-client"
 version = "7.3.5"
 description = "Jupyter protocol implementation and client libraries"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_client-7.3.5-py3-none-any.whl", hash = "sha256:b33222bdc9dd1714228bd286af006533a0abe2bbc093e8f3d29dc0b91bdc2be4"},
+    {file = "jupyter_client-7.3.5.tar.gz", hash = "sha256:3c58466a1b8d55dba0bf3ce0834e4f5b7760baf98d1d73db0add6f19de9ecd1d"},
+]
 
 [package.dependencies]
 entrypoints = "*"
@@ -350,39 +601,85 @@ tornado = ">=6.2"
 traitlets = "*"
 
 [package.extras]
-doc = ["ipykernel", "myst-parser", "sphinx-rtd-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt"]
+doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
-version = "4.11.1"
+version = "5.5.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+files = [
+    {file = "jupyter_core-5.5.0-py3-none-any.whl", hash = "sha256:e11e02cd8ae0a9de5c6c44abf5727df9f2581055afe00b22183f621ba3585805"},
+    {file = "jupyter_core-5.5.0.tar.gz", hash = "sha256:880b86053bf298a8724994f95e99b99130659022a4f7f45f563084b6223861d3"},
+]
 
 [package.dependencies]
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
-traitlets = "*"
+platformdirs = ">=2.5"
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = ">=5.3"
 
 [package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "lazy-object-proxy"
 version = "1.7.1"
 description = "A fast and thorough lazy object proxy."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "lazy-object-proxy-1.7.1.tar.gz", hash = "sha256:d609c75b986def706743cdebe5e47553f4a5a1da9c5ff66d76013ef396b5a8a4"},
+    {file = "lazy_object_proxy-1.7.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bb8c5fd1684d60a9902c60ebe276da1f2281a318ca16c1d0a96db28f62e9166b"},
+    {file = "lazy_object_proxy-1.7.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a57d51ed2997e97f3b8e3500c984db50a554bb5db56c50b5dab1b41339b37e36"},
+    {file = "lazy_object_proxy-1.7.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd45683c3caddf83abbb1249b653a266e7069a09f486daa8863fb0e7496a9fdb"},
+    {file = "lazy_object_proxy-1.7.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:8561da8b3dd22d696244d6d0d5330618c993a215070f473b699e00cf1f3f6443"},
+    {file = "lazy_object_proxy-1.7.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fccdf7c2c5821a8cbd0a9440a456f5050492f2270bd54e94360cac663398739b"},
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 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
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 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
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 description = "Optional static typing for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
 mypy-extensions = ">=0.4.3"
@@ -417,17 +741,23 @@ reports = ["lxml"]
 name = "mypy-extensions"
 version = "0.4.3"
 description = "Experimental type system extensions for programs checked with the mypy typechecker."
-category = "dev"
 optional = false
 python-versions = "*"
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 name = "nbformat"
 version = "5.4.0"
 description = "The Jupyter Notebook format"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
 fastjsonschema = "*"
@@ -436,39 +766,80 @@ jupyter-core = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-test = ["check-manifest", "testpath", "pytest", "pre-commit"]
+test = ["check-manifest", "pre-commit", "pytest", "testpath"]
 
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 version = "1.5.5"
 description = "Patch asyncio to allow nested event loops"
-category = "dev"
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 python-versions = ">=3.5"
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 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
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+[package.dependencies]
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 python-versions = ">=3.8"
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 name = "packaging"
 version = "21.3"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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 [package.dependencies]
 pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
@@ -477,9 +848,31 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 name = "pandas"
 version = "1.4.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
 optional = false
 python-versions = ">=3.8"
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+]
 
 [package.dependencies]
 numpy = {version = ">=1.21.0", markers = "python_version >= \"3.10\""}
@@ -493,9 +886,12 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
+]
 
 [package.extras]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
@@ -505,9 +901,12 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+    {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
+]
 
 [package.dependencies]
 ptyprocess = ">=0.5"
@@ -516,29 +915,35 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+    {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
+]
 
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 name = "platformdirs"
 version = "2.5.2"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "platformdirs-2.5.2.tar.gz", hash = "sha256:58c8abb07dcb441e6ee4b11d8df0ac856038f944ab98b7be6b27b2a3c7feef19"},
+]
 
 [package.extras]
-docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
-test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
 
 [[package]]
 name = "plot"
 version = "0.1.0"
 description = "A wrapper ontop of popular plotting libraries for rapid data visualization."
-category = "main"
 optional = false
 python-versions = ">=3.10,<3.11"
+files = []
 develop = false
 
 [package.dependencies]
@@ -557,9 +962,12 @@ resolved_reference = "5702577724d3c629dc37a38e6a3286ff217e5ca9"
 name = "plotly"
 version = "5.10.0"
 description = "An open-source, interactive data visualization library for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "plotly-5.10.0.tar.gz", hash = "sha256:4d36d9859b7a153b273562deeed8c292587a472eb1fd57cd4158ec89d9defadb"},
+]
 
 [package.dependencies]
 tenacity = ">=6.2.0"
@@ -568,9 +976,12 @@ tenacity = ">=6.2.0"
 name = "pluggy"
 version = "1.0.0"
 description = "plugin and hook calling mechanisms for python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
@@ -580,9 +991,12 @@ testing = ["pytest", "pytest-benchmark"]
 name = "pre-commit"
 version = "2.20.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 cfgv = ">=2.0.0"
@@ -596,9 +1010,12 @@ virtualenv = ">=20.0.8"
 name = "prompt-toolkit"
 version = "3.0.30"
 description = "Library for building powerful interactive command lines in Python"
-category = "dev"
 optional = false
 python-versions = ">=3.6.2"
+files = [
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+]
 
 [package.dependencies]
 wcwidth = "*"
@@ -607,28 +1024,67 @@ wcwidth = "*"
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 version = "5.9.1"
 description = "Cross-platform lib for process and system monitoring in Python."
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 [package.extras]
-test = ["ipaddress", "mock", "enum34", "pywin32", "wmi"]
+test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
 [[package]]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
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 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
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 [package.extras]
 tests = ["pytest"]
@@ -637,25 +1093,61 @@ tests = ["pytest"]
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-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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 description = "C parser in Python"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 name = "pyerfa"
 version = "2.0.0.1"
 description = "Python bindings for ERFA"
-category = "main"
 optional = false
 python-versions = ">=3.7"
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+]
 
 [package.dependencies]
 numpy = ">=1.17"
@@ -668,9 +1160,12 @@ test = ["pytest", "pytest-doctestplus (>=0.7)"]
 name = "pygments"
 version = "2.13.0"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.extras]
 plugins = ["importlib-metadata"]
@@ -679,9 +1174,12 @@ plugins = ["importlib-metadata"]
 name = "pylint"
 version = "2.15.0"
 description = "python code static checker"
-category = "dev"
 optional = false
 python-versions = ">=3.7.2"
+files = [
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+]
 
 [package.dependencies]
 astroid = ">=2.12.4,<=2.14.0-dev0"
@@ -701,34 +1199,62 @@ testutils = ["gitpython (>3)"]
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
 optional = false
 python-versions = ">=3.6.8"
+files = [
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+]
 
 [package.extras]
-diagrams = ["railroad-diagrams", "jinja2"]
+diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyrsistent"
 version = "0.18.1"
 description = "Persistent/Functional/Immutable data structures"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
-
-[[package]]
-name = "pytest"
-version = "6.2.5"
-description = "pytest: simple powerful testing with Python"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
-attrs = ">=19.2.0"
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-iniconfig = "*"
+files = [
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+]
+
+[[package]]
+name = "pytest"
+version = "6.2.5"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pytest-6.2.5-py3-none-any.whl", hash = "sha256:7310f8d27bc79ced999e760ca304d69f6ba6c6649c0b60fb0e04a4a77cacc134"},
+    {file = "pytest-6.2.5.tar.gz", hash = "sha256:131b36680866a76e6781d13f101efb86cf674ebb9762eb70d3082b6f29889e89"},
+]
+
+[package.dependencies]
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+attrs = ">=19.2.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
 py = ">=1.8.2"
@@ -741,24 +1267,30 @@ testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xm
 name = "pytest-cov"
 version = "3.0.0"
 description = "Pytest plugin for measuring coverage."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "pytest_cov-3.0.0-py3-none-any.whl", hash = "sha256:578d5d15ac4a25e5f961c938b85a05b09fdaae9deef3bb6de9a6e766622ca7a6"},
+]
 
 [package.dependencies]
 coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests", "six", "pytest-xdist", "virtualenv"]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
 
 [[package]]
 name = "pytest-forked"
 version = "1.4.0"
 description = "run tests in isolated forked subprocesses"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "pytest_forked-1.4.0-py3-none-any.whl", hash = "sha256:bbbb6717efc886b9d64537b41fb1497cfaf3c9601276be8da2cccfea5a3c8ad8"},
+]
 
 [package.dependencies]
 py = "*"
@@ -768,9 +1300,12 @@ pytest = ">=3.10"
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 py = {version = "*", markers = "implementation_name == \"pypy\""}
 
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+
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 pure-eval = "*"
 
 [package.extras]
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@@ -868,60 +1565,91 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
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-description = ""
-category = "dev"
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+description = "Traitlets Python configuration system"
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+python-versions = ">=3.8"
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-category = "dev"
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@@ -936,394 +1664,20 @@ testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7
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 version = "0.2.5"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "dev"
 optional = false
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+
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+python-versions = ">=3.10,<3.11"
+content-hash = "c17cc20fbec60d21cc9f7ea01faa4251e7c2a26505dec10976b12ed939e843b1"
diff --git a/pyproject.toml b/pyproject.toml
index f36b955..e60391e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,6 +20,9 @@ pytest = "^6.2.5"
 pytest-cov = "^3.0.0"
 mypy = "^0.971"
 
+[tool.poetry.group.dev.dependencies]
+ipykernel = "^6.26.0"
+
 [build-system]
 requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"
diff --git a/tradebooks/grism_efficency_vs_fringe_frequency.ipynb b/tradebooks/grism_efficency_vs_fringe_frequency.ipynb
index 2f282a7..96dd6b9 100644
--- a/tradebooks/grism_efficency_vs_fringe_frequency.ipynb
+++ b/tradebooks/grism_efficency_vs_fringe_frequency.ipynb
@@ -52,6 +52,7 @@
     "incident_angle = 60 * unit.rad\n",
     "# endregion\n",
     "\n",
+    "# region variables\n",
     "fringe_frequency = np.arange(start=10, stop=1200, step=10) * 1 / unit.mm\n",
     "# endregion"
    ]
@@ -298,7 +299,7 @@
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+          0.000055342656681394646,
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diff --git a/tradebooks/slew_rate_vs_frame_rate.ipynb b/tradebooks/slew_rate_vs_frame_rate.ipynb
new file mode 100644
index 0000000..4437da7
--- /dev/null
+++ b/tradebooks/slew_rate_vs_frame_rate.ipynb
@@ -0,0 +1,1422 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Tradebook Template\n",
+    "Use this notebook as a template to create a tradebook."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# imports\n",
+    "import astropy.units as unit\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import plot\n",
+    "\n",
+    "# projects\n",
+    "from architect.systems.optical import foreoptics, masks, sensors, spectrometers"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Setup\n",
+    "Run this section onwards when a parameter is updated."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Parameters"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# region constants\n",
+    "S_x = 0.2 * unit.m # swath dimensions in in the across track spatial dimension\n",
+    "N = 1000 * unit.dimensionless_unscaled # number of frames\n",
+    "h = 505000 * unit.m # orbital altitude\n",
+    "t = 100 * unit.s # time the satellite is on its orbital trajectory\n",
+    "# endregion\n",
+    "\n",
+    "# region variables\n",
+    "frame_rate = np.arange(start=10, stop=1200, step=10) * 1 / unit.s\n",
+    "# endregion"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### System Instantiation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# components\n",
+    "sensor = sensors.TauSWIR()\n",
+    "foreoptic = foreoptics.Foreoptic()\n",
+    "slit = masks.RectSlit()\n",
+    "\n",
+    "# systems\n",
+    "payload = spectrometers.HyperspectralImager(sensor=sensor, foreoptic=foreoptic, slit=slit)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Pipeline\n",
+    "The computational graph"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "slew_rate = payload.get_slew_rate(\n",
+    "    swath=S_x, frame_rate=frame_rate, number_of_frames=N, orbital_altitude=h, time=t\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Plots"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "config": {
+        "plotlyServerURL": "https://plot.ly"
+       },
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Frame Rates</th>\n",
+       "      <th>Slew Rate</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>10.0</td>\n",
+       "      <td>3.960396e-09</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>20.0</td>\n",
+       "      <td>7.920792e-09</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>30.0</td>\n",
+       "      <td>1.188119e-08</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>40.0</td>\n",
+       "      <td>1.584158e-08</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>50.0</td>\n",
+       "      <td>1.980198e-08</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>114</th>\n",
+       "      <td>1150.0</td>\n",
+       "      <td>4.554455e-07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>115</th>\n",
+       "      <td>1160.0</td>\n",
+       "      <td>4.594059e-07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>116</th>\n",
+       "      <td>1170.0</td>\n",
+       "      <td>4.633663e-07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>117</th>\n",
+       "      <td>1180.0</td>\n",
+       "      <td>4.673267e-07</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>118</th>\n",
+       "      <td>1190.0</td>\n",
+       "      <td>4.712871e-07</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>119 rows × 2 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     Frame Rates     Slew Rate\n",
+       "0           10.0  3.960396e-09\n",
+       "1           20.0  7.920792e-09\n",
+       "2           30.0  1.188119e-08\n",
+       "3           40.0  1.584158e-08\n",
+       "4           50.0  1.980198e-08\n",
+       "..           ...           ...\n",
+       "114       1150.0  4.554455e-07\n",
+       "115       1160.0  4.594059e-07\n",
+       "116       1170.0  4.633663e-07\n",
+       "117       1180.0  4.673267e-07\n",
+       "118       1190.0  4.712871e-07\n",
+       "\n",
+       "[119 rows x 2 columns]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "frame_rate_label = f\"Frame Rates\"\n",
+    "slew_rate_label = f\"Slew Rate\"\n",
+    "\n",
+    "data = {\n",
+    "    frame_rate_label: frame_rate[:],\n",
+    "    slew_rate_label: slew_rate[:],\n",
+    "}\n",
+    "\n",
+    "df = pd.DataFrame.from_dict(data=data)\n",
+    "\n",
+    "graph = plot.line(\n",
+    "    df=df,\n",
+    "    x=frame_rate_label,\n",
+    "    y=slew_rate_label,\n",
+    "    title=\"Slew Rate vs. Frame Rate\",\n",
+    "    dark=True,\n",
+    ")\n",
+    "\n",
+    "graph.show()\n",
+    "display(df)"
+   ]
+  }
+ ],
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