diff --git a/geomagio/algorithm/AverageAlgorithm.py b/geomagio/algorithm/AverageAlgorithm.py
index d6536c76b67f11904b790f885437fe445b874afa..2b07bda4d3ccea2b024481662c88f14b1ac6094e 100644
--- a/geomagio/algorithm/AverageAlgorithm.py
+++ b/geomagio/algorithm/AverageAlgorithm.py
@@ -63,18 +63,14 @@ class AverageAlgorithm(Algorithm):
             if ts.stats.npts != self._npts:
                 raise AlgorithmException("Received timeseries have different lengths")
 
-            if numpy.isnan(ts.data).all():
-                raise AlgorithmException(
-                    "Trace for %s observatory is completely empty." % (ts.stats.station)
-                )
-
             if ts.stats.starttime != self._stt:
                 raise AlgorithmException(
                     "Received timeseries have different starttimes"
                 )
 
     def process(self, timeseries):
-        """averages a channel across multiple stations
+        """averages a channel across multiple stations and counts available
+        observatories per timestep
 
         Parameters
         ----------
@@ -82,7 +78,7 @@ class AverageAlgorithm(Algorithm):
         Returns
         -------
         out_stream:
-            new stream object containing the averaged values.
+            new stream object containing the averaged values and available observatories.
         """
         self.observatories = self.observatories or [t.stats.station for t in timeseries]
 
@@ -115,21 +111,30 @@ class AverageAlgorithm(Algorithm):
             ts = timeseries.select(station=obsy)[0]
             combined.append(ts.data * latcorr)
 
-        # after looping over stations, compute average
-        dst_tot = numpy.mean(combined, axis=0)
-
-        # Create a stream from the trace function
-        new_stats = obspy.core.Stats()
-        new_stats.station = "USGS"
-        new_stats.channel = self.outchannel
-        new_stats.network = "NT"
-        new_stats.location = self.outlocation
-        new_stats.starttime = timeseries[0].stats.starttime
-        new_stats.npts = timeseries[0].stats.npts
-        new_stats.delta = timeseries[0].stats.delta
-        stream = obspy.core.Stream((obspy.core.Trace(dst_tot, new_stats),))
-
-        # return averaged values as a stream
+        # calculate averages
+        average_data = numpy.nanmean(combined, axis=0)
+        average_stats = obspy.core.Stats()
+        average_stats.station = "USGS"
+        average_stats.channel = self.outchannel
+        average_stats.network = "NT"
+        average_stats.location = self.outlocation
+        average_stats.starttime = timeseries[0].stats.starttime
+        average_stats.npts = timeseries[0].stats.npts
+        average_stats.delta = timeseries[0].stats.delta
+
+        # calculate counts
+        ts_counter = numpy.column_stack(timeseries)
+        count_data = numpy.count_nonzero(~numpy.isnan(ts_counter), axis=1)
+        count_stats = average_stats.copy()
+        count_stats.channel = average_stats.channel + "_count"
+
+        # return stream
+        stream = obspy.core.Stream(
+            (
+                obspy.core.Trace(average_data, average_stats),
+                obspy.core.Trace(numpy.asarray(count_data), count_stats),
+            )
+        )
         return stream
 
     @classmethod
diff --git a/poetry.lock b/poetry.lock
index 7445e01afb194ecab2a034379755310cad230d0f..0207bf9495e2b65798c7a940625d0ec4603e191a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -10,8 +10,8 @@ python-versions = ">=3.7"
 PyMySQL = ">=1.0"
 
 [package.extras]
-rsa = ["PyMySQL[rsa] (>=1.0)"]
 sa = ["sqlalchemy (>=1.0,<1.4)"]
+rsa = ["PyMySQL[rsa] (>=1.0)"]
 
 [[package]]
 name = "aiosqlite"
@@ -54,8 +54,8 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
+doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
 trio = ["trio (>=0.16,<0.22)"]
 
 [[package]]
@@ -67,10 +67,10 @@ optional = false
 python-versions = ">=3.5"
 
 [package.extras]
-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"]
+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"]
 
 [[package]]
 name = "authlib"
@@ -133,7 +133,7 @@ optional = false
 python-versions = ">=3.6.0"
 
 [package.extras]
-unicode-backport = ["unicodedata2"]
+unicode_backport = ["unicodedata2"]
 
 [[package]]
 name = "click"
@@ -148,15 +148,15 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.5"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
 [[package]]
 name = "contourpy"
-version = "1.0.5"
+version = "1.0.6"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "main"
 optional = false
@@ -167,10 +167,10 @@ numpy = ">=1.16"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
-docs = ["docutils (<0.18)", "sphinx", "sphinx-rtd-theme"]
-test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
+docs = ["docutils (<0.18)", "sphinx (<=5.2.0)", "sphinx-rtd-theme"]
+test = ["pytest", "matplotlib", "pillow", "flake8", "isort"]
 test-minimal = ["pytest"]
-test-no-codebase = ["Pillow", "matplotlib", "pytest"]
+test-no-codebase = ["pytest", "matplotlib", "pillow"]
 
 [[package]]
 name = "coverage"
@@ -188,7 +188,7 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "38.0.1"
+version = "38.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 category = "main"
 optional = false
@@ -199,11 +199,11 @@ cffi = ">=1.12"
 
 [package.extras]
 docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
-docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
+docstest = ["pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"]
 pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
 sdist = ["setuptools-rust (>=0.11.4)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pytz"]
+test = ["pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"]
 
 [[package]]
 name = "cycler"
@@ -279,9 +279,20 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "exceptiongroup"
+version = "1.0.0"
+description = "Backport of PEP 654 (exception groups)"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
 name = "fastapi"
-version = "0.85.1"
+version = "0.85.2"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 category = "main"
 optional = false
@@ -294,8 +305,8 @@ starlette = "0.20.4"
 [package.extras]
 all = ["email-validator (>=1.1.1,<2.0.0)", "itsdangerous (>=1.1.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "orjson (>=3.2.1,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<7.0.0)", "requests (>=2.24.0,<3.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "uvicorn[standard] (>=0.12.0,<0.19.0)"]
 dev = ["autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<6.0.0)", "pre-commit (>=2.17.0,<3.0.0)", "uvicorn[standard] (>=0.12.0,<0.19.0)"]
-doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer (>=0.4.1,<0.7.0)"]
-test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==22.8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flake8 (>=3.8.3,<6.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<7.0.0)", "requests (>=2.24.0,<3.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "types-orjson (==3.6.2)", "types-ujson (==5.4.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"]
+doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer[all] (>=0.6.1,<0.7.0)"]
+test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==22.8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flake8 (>=3.8.3,<6.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.982)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest-cov (>=2.12.0,<5.0.0)", "pytest (>=7.1.3,<8.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "pyyaml (>=5.3.1,<7.0.0)", "requests (>=2.24.0,<3.0.0)", "sqlalchemy (>=1.3.18,<=1.4.41)", "types-orjson (==3.6.2)", "types-ujson (==5.5.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "fonttools"
@@ -306,9 +317,9 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"]
+all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
 graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["munkres", "scipy"]
+interpolatable = ["scipy", "munkres"]
 lxml = ["lxml (>=4.0,<5)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
@@ -317,18 +328,19 @@ symfont = ["sympy"]
 type1 = ["xattr"]
 ufo = ["fs (>=2.2.0,<3)"]
 unicode = ["unicodedata2 (>=14.0.0)"]
-woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
 
 [[package]]
 name = "greenlet"
-version = "1.1.3.post0"
+version = "2.0.0"
 description = "Lightweight in-process concurrent programming"
 category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 
 [package.extras]
-docs = ["Sphinx"]
+docs = ["sphinx", "docutils (<0.18)"]
+test = ["objgraph", "faulthandler"]
 
 [[package]]
 name = "gunicorn"
@@ -338,9 +350,6 @@ category = "main"
 optional = false
 python-versions = ">=3.5"
 
-[package.dependencies]
-setuptools = ">=3.0"
-
 [package.extras]
 eventlet = ["eventlet (>=0.24.1)"]
 gevent = ["gevent (>=1.4.0)"]
@@ -399,8 +408,8 @@ rfc3986 = {version = ">=1.3,<2", extras = ["idna2008"]}
 sniffio = "*"
 
 [package.extras]
-brotli = ["brotli", "brotlicffi"]
-cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<13)"]
+brotli = ["brotlicffi", "brotli"]
+cli = ["click (>=8.0.0,<9.0.0)", "rich (>=10,<13)", "pygments (>=2.0.0,<3.0.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (>=1.0.0,<2.0.0)"]
 
@@ -424,9 +433,9 @@ python-versions = ">=3.7"
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "jaraco.tidelift (>=1.4)"]
 perf = ["ipython"]
-testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
 
 [[package]]
 name = "importlib-resources"
@@ -440,8 +449,8 @@ python-versions = ">=3.7"
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
 
 [[package]]
 name = "iniconfig"
@@ -460,10 +469,10 @@ optional = false
 python-versions = ">=3.6.1,<4.0"
 
 [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 = "kiwisolver"
@@ -484,7 +493,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*"
 [package.extras]
 cssselect = ["cssselect (>=0.7)"]
 html5 = ["html5lib"]
-htmlsoup = ["BeautifulSoup4"]
+htmlsoup = ["beautifulsoup4"]
 source = ["Cython (>=0.29.7)"]
 
 [[package]]
@@ -499,7 +508,7 @@ python-versions = ">=3.7"
 MarkupSafe = ">=0.9.2"
 
 [package.extras]
-babel = ["Babel"]
+babel = ["babel"]
 lingua = ["lingua"]
 testing = ["pytest"]
 
@@ -580,14 +589,13 @@ matplotlib = ">=3.2.0"
 numpy = ">=1.15.0"
 requests = "*"
 scipy = ">=1.0.0"
-setuptools = "*"
 sqlalchemy = "*"
 
 [package.extras]
-all = ["cartopy", "geographiclib", "packaging", "pyproj", "pyshp", "pytest", "pytest-json-report"]
+all = ["packaging", "pyproj", "pytest", "pytest-json-report", "geographiclib", "cartopy", "pyshp"]
 geo = ["geographiclib"]
 imaging = ["cartopy"]
-io-shapefile = ["pyshp"]
+"io.shapefile" = ["pyshp"]
 tests = ["packaging", "pyproj", "pytest", "pytest-json-report"]
 
 [[package]]
@@ -643,7 +651,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "pillow"
-version = "9.2.0"
+version = "9.3.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
@@ -662,8 +670,8 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-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)"]
+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)"]
 
 [[package]]
 name = "pluggy"
@@ -674,8 +682,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
+testing = ["pytest-benchmark", "pytest"]
+dev = ["tox", "pre-commit"]
 
 [[package]]
 name = "poethepoet"
@@ -690,15 +698,7 @@ pastel = ">=0.2.1,<0.3.0"
 tomli = ">=1.2.2"
 
 [package.extras]
-poetry-plugin = ["poetry (>=1.0,<2.0)"]
-
-[[package]]
-name = "py"
-version = "1.11.0"
-description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+poetry_plugin = ["poetry (>=1.0,<2.0)"]
 
 [[package]]
 name = "pycparser"
@@ -740,8 +740,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-ed25519 = ["PyNaCl (>=1.4.0)"]
 rsa = ["cryptography"]
+ed25519 = ["PyNaCl (>=1.4.0)"]
 
 [[package]]
 name = "pyparsing"
@@ -752,11 +752,11 @@ optional = false
 python-versions = ">=3.6.8"
 
 [package.extras]
-diagrams = ["jinja2", "railroad-diagrams"]
+diagrams = ["railroad-diagrams", "jinja2"]
 
 [[package]]
 name = "pytest"
-version = "7.1.3"
+version = "7.2.0"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
@@ -765,11 +765,11 @@ python-versions = ">=3.7"
 [package.dependencies]
 attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
-py = ">=1.8.2"
-tomli = ">=1.0.0"
+tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
@@ -787,7 +787,7 @@ coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
+testing = ["fields", "hunter", "process-tests", "six", "pytest-xdist", "virtualenv"]
 
 [[package]]
 name = "python-dateutil"
@@ -835,7 +835,7 @@ urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rfc3986"
@@ -852,19 +852,46 @@ idna = {version = "*", optional = true, markers = "extra == \"idna2008\""}
 idna2008 = ["idna"]
 
 [[package]]
-name = "safety"
-version = "1.10.3"
-description = "Checks installed dependencies for known vulnerabilities."
+name = "ruamel.yaml"
+version = "0.17.21"
+description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order"
+category = "dev"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+"ruamel.yaml.clib" = {version = ">=0.2.6", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.11\""}
+
+[package.extras]
+docs = ["ryd"]
+jinja2 = ["ruamel.yaml.jinja2 (>=0.2)"]
+
+[[package]]
+name = "ruamel.yaml.clib"
+version = "0.2.7"
+description = "C version of reader, parser and emitter for ruamel.yaml derived from libyaml"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "safety"
+version = "2.3.1"
+description = "Checks installed dependencies for known vulnerabilities and licenses."
+category = "dev"
+optional = false
+python-versions = "*"
+
 [package.dependencies]
-Click = ">=6.0"
-dparse = ">=0.5.1"
-packaging = "*"
+Click = ">=8.0.2"
+dparse = ">=0.6.2"
+packaging = ">=21.0"
 requests = "*"
-setuptools = "*"
+"ruamel.yaml" = ">=0.17.21"
+
+[package.extras]
+github = ["pygithub (>=1.43.3)", "jinja2 (>=3.1.0)"]
+gitlab = ["python-gitlab (>=1.3.0)"]
 
 [[package]]
 name = "scipy"
@@ -878,22 +905,9 @@ python-versions = ">=3.8"
 numpy = ">=1.18.5,<1.26.0"
 
 [package.extras]
-dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
-doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
-test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
-
-[[package]]
-name = "setuptools"
-version = "65.5.0"
-description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+test = ["pytest", "pytest-cov", "pytest-xdist", "asv", "mpmath", "gmpy2", "threadpoolctl", "scikit-umfpack"]
+doc = ["sphinx (!=4.1.0)", "pydata-sphinx-theme (==0.9.0)", "sphinx-panels (>=0.5.2)", "matplotlib (>2)", "numpydoc", "sphinx-tabs"]
+dev = ["mypy", "typing-extensions", "pycodestyle", "flake8"]
 
 [[package]]
 name = "setuptools-scm"
@@ -905,7 +919,6 @@ python-versions = ">=3.7"
 
 [package.dependencies]
 packaging = ">=20.0"
-setuptools = "*"
 tomli = ">=1.0.0"
 typing-extensions = "*"
 
@@ -941,25 +954,25 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 
 [package.extras]
-aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
-aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
+aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
+aiosqlite = ["typing_extensions (!=3.10.0.1)", "greenlet (!=0.4.17)", "aiosqlite"]
 asyncio = ["greenlet (!=0.4.17)"]
-asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
-mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2)"]
+asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3,!=0.2.4)"]
+mariadb_connector = ["mariadb (>=1.0.1,!=1.1.2)"]
 mssql = ["pyodbc"]
-mssql-pymssql = ["pymssql"]
-mssql-pyodbc = ["pyodbc"]
-mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
-mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
-mysql-connector = ["mysql-connector-python"]
-oracle = ["cx_oracle (>=7)", "cx_oracle (>=7,<8)"]
+mssql_pymssql = ["pymssql"]
+mssql_pyodbc = ["pyodbc"]
+mypy = ["sqlalchemy2-stubs", "mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0,<2)", "mysqlclient (>=1.4.0)"]
+mysql_connector = ["mysql-connector-python"]
+oracle = ["cx_oracle (>=7,<8)", "cx_oracle (>=7)"]
 postgresql = ["psycopg2 (>=2.7)"]
-postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
-postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
-postgresql-psycopg2binary = ["psycopg2-binary"]
-postgresql-psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql", "pymysql (<1)"]
-sqlcipher = ["sqlcipher3_binary"]
+postgresql_asyncpg = ["greenlet (!=0.4.17)", "asyncpg"]
+postgresql_pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql_psycopg2binary = ["psycopg2-binary"]
+postgresql_psycopg2cffi = ["psycopg2cffi"]
+pymysql = ["pymysql (<1)", "pymysql"]
+sqlcipher = ["sqlcipher3-binary"]
 
 [[package]]
 name = "sqlalchemy-stubs"
@@ -982,7 +995,6 @@ optional = false
 python-versions = "*"
 
 [package.dependencies]
-setuptools = "*"
 SQLAlchemy = ">=0.9.0"
 
 [[package]]
@@ -1028,10 +1040,10 @@ python-versions = ">=3.6"
 click = ">=7.1.1,<9.0.0"
 
 [package.extras]
-all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+all = ["colorama (>=0.4.3,<0.5.0)", "shellingham (>=1.3.0,<2.0.0)", "rich (>=10.11.0,<13.0.0)"]
 dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
-doc = ["mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)"]
-test = ["black (>=22.3.0,<23.0.0)", "coverage (>=5.2,<6.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<5.4.0)", "pytest-cov (>=2.10.0,<3.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<2.0.0)", "rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)"]
+test = ["shellingham (>=1.3.0,<2.0.0)", "pytest (>=4.4.0,<5.4.0)", "pytest-cov (>=2.10.0,<3.0.0)", "coverage (>=5.2,<6.0)", "pytest-xdist (>=1.32.0,<2.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "mypy (==0.910)", "black (>=22.3.0,<23.0.0)", "isort (>=5.0.6,<6.0.0)", "rich (>=10.11.0,<13.0.0)"]
 
 [[package]]
 name = "types-python-dateutil"
@@ -1077,8 +1089,8 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, <4"
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"]
+secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "urllib3-secure-extra", "ipaddress"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
@@ -1112,9 +1124,9 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-dev = ["Cython (>=0.29.32,<0.30.0)", "Sphinx (>=4.1.2,<4.2.0)", "aiohttp", "flake8 (>=3.9.2,<3.10.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=22.0.0,<22.1.0)", "pycodestyle (>=2.7.0,<2.8.0)", "pytest (>=3.6.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
-docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
-test = ["Cython (>=0.29.32,<0.30.0)", "aiohttp", "flake8 (>=3.9.2,<3.10.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=22.0.0,<22.1.0)", "pycodestyle (>=2.7.0,<2.8.0)"]
+dev = ["Cython (>=0.29.32,<0.30.0)", "pytest (>=3.6.0)", "Sphinx (>=4.1.2,<4.2.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "flake8 (>=3.9.2,<3.10.0)", "psutil", "pycodestyle (>=2.7.0,<2.8.0)", "pyOpenSSL (>=22.0.0,<22.1.0)", "mypy (>=0.800)", "aiohttp"]
+docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)"]
+test = ["flake8 (>=3.9.2,<3.10.0)", "psutil", "pycodestyle (>=2.7.0,<2.8.0)", "pyOpenSSL (>=22.0.0,<22.1.0)", "mypy (>=0.800)", "Cython (>=0.29.32,<0.30.0)", "aiohttp"]
 
 [[package]]
 name = "watchfiles"
@@ -1129,7 +1141,7 @@ anyio = ">=3.0.0,<4"
 
 [[package]]
 name = "websockets"
-version = "10.3"
+version = "10.4"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 category = "main"
 optional = false
@@ -1144,8 +1156,8 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
-testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "jaraco.itertools", "func-timeout", "jaraco.functools", "more-itertools", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
 
 [extras]
 pycurl = ["pycurl"]
@@ -1153,7 +1165,7 @@ pycurl = ["pycurl"]
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.8,<3.11"
-content-hash = "5fa530d09cec90a394b1a69cebbf7d7744f7dcbeadeae5d3005af83c786c2231"
+content-hash = "7f5183b6cc148a8931464f59583f2786977958cf74541a6b3c6555cf89adceca"
 
 [metadata.files]
 aiomysql = [
@@ -1282,79 +1294,79 @@ click = [
     {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
 ]
 colorama = [
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-    {file = "colorama-0.4.5.tar.gz", hash = "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"},
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 contourpy = [
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 zipp = [
     {file = "zipp-3.10.0-py3-none-any.whl", hash = "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1"},
diff --git a/pyproject.toml b/pyproject.toml
index fb9031036944adc874141726e399ff1bf7fb84d7..85f5fd126e7337362fbd853acff949e6bf873ef0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,7 @@ mypy = "^0.982"
 poethepoet = "^0.16.4"
 pytest = "^7.1.3"
 pytest-cov = "^4.0.0"
-safety = "^1.10.3"
+safety = "^2.2.0"
 # type hints
 data-science-types = "^0.2.23"
 openpyxl-stubs = "^0.1.24"
diff --git a/test/algorithm_test/AverageAlgorithm_test.py b/test/algorithm_test/AverageAlgorithm_test.py
index a93540cd95d446a97c0136752aa657b7c8ff2acb..2480f655bff3ddac01537882ef77409766c859e0 100644
--- a/test/algorithm_test/AverageAlgorithm_test.py
+++ b/test/algorithm_test/AverageAlgorithm_test.py
@@ -8,18 +8,19 @@ from numpy.testing import assert_array_equal, assert_equal
 
 def test_process():
     """AverageAlgorithm_test.test_process()
-    confirms that the output of the algorithm is the average of three
-    different stations.
+    confirms that the output of the algorithm is the average of two
+    stations and ignores the third.
 
     """
-    # Make three test data arrays of 1's, 3's, and 5's
-    # the average of the three arrays should be 3
-    test_data1 = np.ones(5)
+    # Make three test data arrays of NAN's, 3's, and 5's
+    # the average of the three arrays should be 4
+    test_data1 = np.zeros(5)
+    test_data1[:] = np.nan
     test_data2 = np.ones(5) * 5
     test_data3 = np.ones(5) * 3
 
-    # Create expected solution array of 3's
-    expected_solution = np.ones(5) * 3
+    # Create expected solution array of 4's
+    expected_solution = np.ones(5) * 4
 
     # Create timeseries with first trace that uses test_data1
     timeseries = Stream()
@@ -79,8 +80,10 @@ def test_gaps():
     # Run timeseries through the average process
     outstream = alg.process(timeseries)
 
-    # The gaps should not be changed and should remain 'nan'
-    assert_array_equal(outstream[0].data, [1, 1, np.nan, np.nan, 1, 1])
+    # The gaps should not be ignored
+    assert_array_equal(outstream[0].data, [1, 1, 1, 1, 1, 1])
+    # Counts should show where there are fewer input data
+    assert_array_equal(outstream[1].data, [2, 2, 1, 1, 2, 2])
 
 
 def test_metadata():