diff --git a/poetry.lock b/poetry.lock
index 73d97ef..2363e0b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,84 +1,82 @@
 [[package]]
-category = "dev"
-description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 name = "appdirs"
+version = "1.4.4"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.4.4"
 
 [[package]]
-category = "main"
-description = "reference implementation of PEP 3156"
 name = "asyncio"
+version = "3.4.3"
+description = "reference implementation of PEP 3156"
+category = "main"
 optional = false
 python-versions = "*"
-version = "3.4.3"
 
 [[package]]
-category = "main"
-description = "Classes Without Boilerplate"
 name = "attrs"
+version = "20.2.0"
+description = "Classes Without Boilerplate"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "20.2.0"
 
 [package.extras]
-dev = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "sphinx", "sphinx-rtd-theme", "pre-commit"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "sphinx", "sphinx-rtd-theme", "pre-commit"]
 docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
-tests = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
-tests_no_zope = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
 
 [[package]]
-category = "main"
-description = "Screen-scraping library"
 name = "beautifulsoup4"
+version = "4.9.3"
+description = "Screen-scraping library"
+category = "main"
 optional = false
 python-versions = "*"
-version = "4.9.3"
 
 [package.dependencies]
-[package.dependencies.soupsieve]
-python = ">=3.0"
-version = ">1.2"
+soupsieve = {version = ">1.2", markers = "python_version >= \"3.0\""}
 
 [package.extras]
 html5lib = ["html5lib"]
 lxml = ["lxml"]
 
 [[package]]
-category = "main"
-description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
 name = "blis"
+version = "0.4.1"
+description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.4.1"
 
 [package.dependencies]
 numpy = ">=1.15.0"
 
 [[package]]
-category = "main"
-description = "When they're not builtins, they're boltons."
 name = "boltons"
+version = "20.2.1"
+description = "When they're not builtins, they're boltons."
+category = "main"
 optional = false
 python-versions = "*"
-version = "20.2.1"
 
 [[package]]
-category = "main"
-description = "Amazon Web Services Library"
 name = "boto"
+version = "2.49.0"
+description = "Amazon Web Services Library"
+category = "main"
 optional = false
 python-versions = "*"
-version = "2.49.0"
 
 [[package]]
-category = "main"
-description = "The AWS SDK for Python"
 name = "boto3"
+version = "1.15.16"
+description = "The AWS SDK for Python"
+category = "main"
 optional = false
 python-versions = "*"
-version = "1.15.16"
 
 [package.dependencies]
 botocore = ">=1.18.16,<1.19.0"
@@ -86,89 +84,84 @@ jmespath = ">=0.7.1,<1.0.0"
 s3transfer = ">=0.3.0,<0.4.0"
 
 [[package]]
-category = "main"
-description = "Low-level, data-driven core of boto 3."
 name = "botocore"
+version = "1.18.16"
+description = "Low-level, data-driven core of boto 3."
+category = "main"
 optional = false
 python-versions = "*"
-version = "1.18.16"
 
 [package.dependencies]
 jmespath = ">=0.7.1,<1.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-
-[package.dependencies.urllib3]
-python = "<3.4.0 || >=3.5.0"
-version = ">=1.20,<1.26"
+urllib3 = {version = ">=1.20,<1.26", markers = "python_version != \"3.4\""}
 
 [[package]]
-category = "main"
-description = "Super lightweight function registries for your library"
 name = "catalogue"
+version = "1.0.0"
+description = "Super lightweight function registries for your library"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "1.0.0"
 
 [package.dependencies]
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=0.20"
+importlib-metadata = {version = ">=0.20", markers = "python_version < \"3.8\""}
 
 [[package]]
-category = "main"
-description = "Python package for providing Mozilla's CA Bundle."
 name = "certifi"
+version = "2020.6.20"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = "*"
-version = "2020.6.20"
 
 [[package]]
-category = "dev"
-description = "Validate configuration and produce human readable error messages."
 name = "cfgv"
+version = "3.2.0"
+description = "Validate configuration and produce human readable error messages."
+category = "dev"
 optional = false
 python-versions = ">=3.6.1"
-version = "3.2.0"
 
 [[package]]
-category = "main"
-description = "Universal encoding detector for Python 2 and 3"
 name = "chardet"
+version = "3.0.4"
+description = "Universal encoding detector for Python 2 and 3"
+category = "main"
 optional = false
 python-versions = "*"
-version = "3.0.4"
 
 [[package]]
-category = "main"
-description = "Composable command line interface toolkit"
 name = "click"
+version = "7.1.2"
+description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "7.1.2"
 
 [[package]]
-category = "main"
-description = "Cross-platform colored terminal text."
 name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.4.4"
 
 [[package]]
-category = "main"
-description = "Manage calls to calloc/free through Cython"
 name = "cymem"
+version = "2.0.3"
+description = "Manage calls to calloc/free through Cython"
+category = "main"
 optional = false
 python-versions = "*"
-version = "2.0.3"
 
 [[package]]
-category = "main"
-description = "Date parsing library designed to parse dates from HTML pages"
 name = "dateparser"
+version = "0.7.6"
+description = "Date parsing library designed to parse dates from HTML pages"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.7.6"
 
 [package.dependencies]
 python-dateutil = "*"
@@ -177,74 +170,73 @@ regex = "!=2019.02.19"
 tzlocal = "*"
 
 [[package]]
-category = "dev"
-description = "Distribution utilities"
 name = "distlib"
+version = "0.3.1"
+description = "Distribution utilities"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.3.1"
 
 [[package]]
-category = "main"
-description = "English multi-task CNN trained on OntoNotes. Assigns context-specific token vectors, POS tags, dependency parse and named entities."
 name = "en_core_web_sm"
+version = "2.3.1"
+description = "English multi-task CNN trained on OntoNotes. Assigns context-specific token vectors, POS tags, dependency parse and named entities."
+category = "main"
 optional = false
 python-versions = "*"
-version = "2.3.1"
 
 [package.dependencies]
 spacy = ">=2.3.0,<2.4.0"
 
 [package.source]
-reference = ""
 type = "url"
 url = "https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz"
 
 [[package]]
-category = "main"
-description = "A command-line application framework (and CLI parser). Friendly for users, full-featured for developers."
 name = "face"
+version = "20.1.1"
+description = "A command-line application framework (and CLI parser). Friendly for users, full-featured for developers."
+category = "main"
 optional = false
 python-versions = "*"
-version = "20.1.1"
 
 [package.dependencies]
 boltons = ">=20.0.0"
 
 [[package]]
-category = "dev"
-description = "A platform independent file lock."
 name = "filelock"
+version = "3.0.12"
+description = "A platform independent file lock."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "3.0.12"
 
 [[package]]
-category = "dev"
-description = "Clean single-source support for Python 3 and 2"
 name = "future"
+version = "0.18.2"
+description = "Clean single-source support for Python 3 and 2"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "0.18.2"
 
 [[package]]
-category = "main"
-description = "fuzzysearch is useful for finding approximate subsequence matches"
 name = "fuzzysearch"
+version = "0.7.3"
+description = "fuzzysearch is useful for finding approximate subsequence matches"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.7.3"
 
 [package.dependencies]
 attrs = ">=19.3"
 
 [[package]]
-category = "main"
-description = "A declarative object transformer and formatter, for conglomerating nested data."
 name = "glom"
+version = "20.8.0"
+description = "A declarative object transformer and formatter, for conglomerating nested data."
+category = "main"
 optional = false
 python-versions = "*"
-version = "20.8.0"
 
 [package.dependencies]
 attrs = "*"
@@ -255,32 +247,31 @@ face = ">=20.1.0"
 yaml = ["pyyaml"]
 
 [[package]]
-category = "dev"
-description = "File identification library for Python"
 name = "identify"
+version = "1.5.6"
+description = "File identification library for Python"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "1.5.6"
 
 [package.extras]
 license = ["editdistance"]
 
 [[package]]
-category = "main"
-description = "Internationalized Domain Names in Applications (IDNA)"
 name = "idna"
+version = "2.10"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.10"
 
 [[package]]
-category = "main"
-description = "Read metadata from Python packages"
-marker = "python_version < \"3.8\""
 name = "importlib-metadata"
+version = "2.0.0"
+description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-version = "2.0.0"
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -290,12 +281,12 @@ docs = ["sphinx", "rst.linker"]
 testing = ["packaging", "pep517", "importlib-resources (>=1.3)"]
 
 [[package]]
-category = "dev"
-description = "A very fast and expressive template engine."
 name = "jinja2"
+version = "2.11.2"
+description = "A very fast and expressive template engine."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "2.11.2"
 
 [package.dependencies]
 MarkupSafe = ">=0.23"
@@ -304,85 +295,74 @@ MarkupSafe = ">=0.23"
 i18n = ["Babel (>=0.8)"]
 
 [[package]]
-category = "main"
-description = "JSON Matching Expressions"
 name = "jmespath"
+version = "0.10.0"
+description = "JSON Matching Expressions"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "0.10.0"
 
 [[package]]
-category = "main"
-description = "Lightweight pipelining: using Python functions as pipeline jobs."
 name = "joblib"
+version = "0.17.0"
+description = "Lightweight pipelining: using Python functions as pipeline jobs."
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "0.17.0"
 
 [[package]]
-category = "main"
-description = "An implementation of JSON Schema validation for Python"
 name = "jsonschema"
+version = "3.2.0"
+description = "An implementation of JSON Schema validation for Python"
+category = "main"
 optional = false
 python-versions = "*"
-version = "3.2.0"
 
 [package.dependencies]
 attrs = ">=17.4.0"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 pyrsistent = ">=0.14.0"
-setuptools = "*"
 six = ">=1.11.0"
 
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = "*"
-
 [package.extras]
 format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"]
 format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator (>0.1.0)", "rfc3339-validator"]
 
 [[package]]
-category = "dev"
-description = "Python LiveReload is an awesome tool for web developers"
 name = "livereload"
+version = "2.6.3"
+description = "Python LiveReload is an awesome tool for web developers"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "2.6.3"
 
 [package.dependencies]
 six = "*"
-
-[package.dependencies.tornado]
-python = ">=2.8"
-version = "*"
+tornado = {version = "*", markers = "python_version > \"2.7\""}
 
 [[package]]
-category = "dev"
-description = "A Python implementation of Lunr.js"
 name = "lunr"
+version = "0.5.8"
+description = "A Python implementation of Lunr.js"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.5.8"
 
 [package.dependencies]
 future = ">=0.16.0"
+nltk = {version = ">=3.2.5", optional = true, markers = "python_version > \"2.7\" and extra == \"languages\""}
 six = ">=1.11.0"
 
-[package.dependencies.nltk]
-optional = true
-python = ">=2.8"
-version = ">=3.2.5"
-
 [package.extras]
 languages = ["nltk (>=3.2.5,<3.5)", "nltk (>=3.2.5)"]
 
 [[package]]
-category = "main"
-description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 name = "lxml"
+version = "4.6.5"
+description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*"
-version = "4.5.2"
 
 [package.extras]
 cssselect = ["cssselect (>=0.7)"]
@@ -391,91 +371,85 @@ htmlsoup = ["beautifulsoup4"]
 source = ["Cython (>=0.29.7)"]
 
 [[package]]
-category = "dev"
-description = "Python implementation of Markdown."
 name = "markdown"
+version = "3.3.3"
+description = "Python implementation of Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-version = "3.3.3"
 
 [package.dependencies]
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = "*"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
 testing = ["coverage", "pyyaml"]
 
 [[package]]
-category = "dev"
-description = "Safely add untrusted strings to HTML/XML markup."
 name = "markupsafe"
+version = "1.1.1"
+description = "Safely add untrusted strings to HTML/XML markup."
+category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
-version = "1.1.1"
 
 [[package]]
-category = "dev"
-description = "Project documentation with Markdown."
 name = "mkdocs"
+version = "1.1.2"
+description = "Project documentation with Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "1.1.2"
 
 [package.dependencies]
+click = ">=3.3"
 Jinja2 = ">=2.10.1"
+livereload = ">=2.5.1"
+lunr = {version = "0.5.8", extras = ["languages"]}
 Markdown = ">=3.2.1"
 PyYAML = ">=3.10"
-click = ">=3.3"
-livereload = ">=2.5.1"
 tornado = ">=5.0"
 
-[package.dependencies.lunr]
-extras = ["languages"]
-version = "0.5.8"
-
 [[package]]
-category = "dev"
-description = "A Material Design theme for MkDocs"
 name = "mkdocs-material"
+version = "6.1.3"
+description = "A Material Design theme for MkDocs"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "6.1.3"
 
 [package.dependencies]
-Pygments = ">=2.4"
 markdown = ">=3.2"
 mkdocs = ">=1.1"
 mkdocs-material-extensions = ">=1.0"
+Pygments = ">=2.4"
 pymdown-extensions = ">=7.0"
 
 [[package]]
-category = "dev"
-description = "Extension pack for Python Markdown."
 name = "mkdocs-material-extensions"
+version = "1.0.1"
+description = "Extension pack for Python Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "1.0.1"
 
 [package.dependencies]
 mkdocs-material = ">=5.0.0"
 
 [[package]]
-category = "main"
-description = "Cython bindings for MurmurHash"
 name = "murmurhash"
+version = "1.0.2"
+description = "Cython bindings for MurmurHash"
+category = "main"
 optional = false
 python-versions = "*"
-version = "1.0.2"
 
 [[package]]
-category = "dev"
-description = "Natural Language Toolkit"
-marker = "python_version > \"2.7\""
 name = "nltk"
+version = "3.5"
+description = "Natural Language Toolkit"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "3.5"
 
 [package.dependencies]
 click = "*"
@@ -492,28 +466,28 @@ tgrep = ["pyparsing"]
 twitter = ["twython"]
 
 [[package]]
-category = "dev"
-description = "Node.js virtual environment builder"
 name = "nodeenv"
+version = "1.5.0"
+description = "Node.js virtual environment builder"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.5.0"
 
 [[package]]
-category = "main"
-description = "NumPy is the fundamental package for array computing with Python."
 name = "numpy"
+version = "1.19.2"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "1.19.2"
 
 [[package]]
-category = "main"
-description = "Powerful data structures for data analysis, time series, and statistics"
 name = "pandas"
+version = "1.1.3"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
 optional = false
 python-versions = ">=3.6.1"
-version = "1.1.3"
 
 [package.dependencies]
 numpy = ">=1.15.4"
@@ -524,134 +498,131 @@ pytz = ">=2017.2"
 test = ["pytest (>=4.0.2)", "pytest-xdist", "hypothesis (>=3.58)"]
 
 [[package]]
-category = "main"
-description = "The smartest command line arguments parser in the world"
 name = "plac"
+version = "1.1.3"
+description = "The smartest command line arguments parser in the world"
+category = "main"
 optional = false
 python-versions = "*"
-version = "1.1.3"
 
 [[package]]
-category = "main"
-description = "An open-source, interactive data visualization library for Python"
 name = "plotly"
+version = "4.11.0"
+description = "An open-source, interactive data visualization library for Python"
+category = "main"
 optional = false
 python-versions = "*"
-version = "4.11.0"
 
 [package.dependencies]
 retrying = ">=1.3.3"
 six = "*"
 
 [[package]]
-category = "dev"
-description = "A framework for managing and maintaining multi-language pre-commit hooks."
 name = "pre-commit"
+version = "2.7.1"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+category = "dev"
 optional = false
 python-versions = ">=3.6.1"
-version = "2.7.1"
 
 [package.dependencies]
 cfgv = ">=2.0.0"
 identify = ">=1.0.0"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 toml = "*"
 virtualenv = ">=20.0.8"
 
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = "*"
-
 [[package]]
-category = "main"
-description = "Cython hash table that trusts the keys are pre-hashed"
 name = "preshed"
+version = "3.0.2"
+description = "Cython hash table that trusts the keys are pre-hashed"
+category = "main"
 optional = false
 python-versions = "*"
-version = "3.0.2"
 
 [package.dependencies]
 cymem = ">=2.0.2,<2.1.0"
 murmurhash = ">=0.28.0,<1.1.0"
 
 [[package]]
-category = "main"
-description = "Python bindings around Google Chromium's embedded compact language detection library (CLD2)"
 name = "pycld2"
+version = "0.41"
+description = "Python bindings around Google Chromium's embedded compact language detection library (CLD2)"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.41"
 
 [[package]]
-category = "dev"
-description = "Pygments is a syntax highlighting package written in Python."
 name = "pygments"
+version = "2.7.2"
+description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "2.7.2"
 
 [[package]]
-category = "dev"
-description = "Extension pack for Python Markdown."
 name = "pymdown-extensions"
+version = "8.0.1"
+description = "Extension pack for Python Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "8.0.1"
 
 [package.dependencies]
 Markdown = ">=3.2"
 
 [[package]]
-category = "main"
-description = "Persistent/Functional/Immutable data structures"
 name = "pyrsistent"
+version = "0.17.3"
+description = "Persistent/Functional/Immutable data structures"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-version = "0.17.3"
 
 [[package]]
-category = "main"
-description = "Extensions to the standard Python datetime module"
 name = "python-dateutil"
+version = "2.8.1"
+description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-version = "2.8.1"
 
 [package.dependencies]
 six = ">=1.5"
 
 [[package]]
-category = "main"
-description = "World timezone definitions, modern and historical"
 name = "pytz"
+version = "2020.1"
+description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
-version = "2020.1"
 
 [[package]]
-category = "dev"
-description = "YAML parser and emitter for Python"
 name = "pyyaml"
+version = "5.3.1"
+description = "YAML parser and emitter for Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "5.3.1"
 
 [[package]]
-category = "main"
-description = "Alternative regular expression module, to replace re."
 name = "regex"
+version = "2020.10.15"
+description = "Alternative regular expression module, to replace re."
+category = "main"
 optional = false
 python-versions = "*"
-version = "2020.10.15"
 
 [[package]]
-category = "main"
-description = "Python HTTP for Humans."
 name = "requests"
+version = "2.24.0"
+description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "2.24.0"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
@@ -661,37 +632,37 @@ urllib3 = ">=1.21.1,<1.25.0 || >1.25.0,<1.25.1 || >1.25.1,<1.26"
 
 [package.extras]
 security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
-socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7)", "win-inet-pton"]
+socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 
 [[package]]
-category = "main"
-description = "Retrying"
 name = "retrying"
+version = "1.3.3"
+description = "Retrying"
+category = "main"
 optional = false
 python-versions = "*"
-version = "1.3.3"
 
 [package.dependencies]
 six = ">=1.7.0"
 
 [[package]]
-category = "main"
-description = "An Amazon S3 Transfer Manager"
 name = "s3transfer"
+version = "0.3.3"
+description = "An Amazon S3 Transfer Manager"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.3.3"
 
 [package.dependencies]
 botocore = ">=1.12.36,<2.0a.0"
 
 [[package]]
-category = "main"
-description = "A set of python modules for machine learning and data mining"
 name = "scikit-learn"
+version = "0.23.2"
+description = "A set of python modules for machine learning and data mining"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "0.23.2"
 
 [package.dependencies]
 joblib = ">=0.11"
@@ -703,50 +674,50 @@ threadpoolctl = ">=2.0.0"
 alldeps = ["numpy (>=1.13.3)", "scipy (>=0.19.1)"]
 
 [[package]]
-category = "main"
-description = "SciPy: Scientific Library for Python"
 name = "scipy"
+version = "1.5.2"
+description = "SciPy: Scientific Library for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "1.5.2"
 
 [package.dependencies]
 numpy = ">=1.14.5"
 
 [[package]]
-category = "main"
-description = "Tool to Detect Surrounding Shell"
 name = "shellingham"
+version = "1.3.2"
+description = "Tool to Detect Surrounding Shell"
+category = "main"
 optional = false
 python-versions = "!=3.0,!=3.1,!=3.2,!=3.3,>=2.6"
-version = "1.3.2"
 
 [[package]]
-category = "main"
-description = "Python 2 and 3 compatibility utilities"
 name = "six"
+version = "1.15.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "1.15.0"
 
 [[package]]
-category = "main"
-description = "A set of python modules for machine learning and data mining"
 name = "sklearn"
+version = "0.0"
+description = "A set of python modules for machine learning and data mining"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.0"
 
 [package.dependencies]
 scikit-learn = "*"
 
 [[package]]
-category = "main"
-description = "Utils for streaming large files (S3, HDFS, GCS, gzip, bz2...)"
 name = "smart-open"
+version = "1.11.1"
+description = "Utils for streaming large files (S3, HDFS, GCS, gzip, bz2...)"
+category = "main"
 optional = false
 python-versions = "*"
-version = "1.11.1"
 
 [package.dependencies]
 boto = "*"
@@ -757,24 +728,23 @@ requests = "*"
 all = ["requests", "boto", "boto3", "google-cloud-storage"]
 aws = ["boto", "boto3"]
 gcp = ["google-cloud-storage"]
-test = ["mock", "moto", "pathlib2", "responses", "boto3", "google-compute-engine (2.8.12)", "paramiko", "parameterizedtestcase", "pytest", "pytest-rerunfailures"]
+test = ["mock", "moto", "pathlib2", "responses", "boto3", "google-compute-engine (==2.8.12)", "paramiko", "parameterizedtestcase", "pytest", "pytest-rerunfailures"]
 
 [[package]]
-category = "main"
-description = "A modern CSS selector implementation for Beautiful Soup."
-marker = "python_version >= \"3.0\""
 name = "soupsieve"
+version = "2.0.1"
+description = "A modern CSS selector implementation for Beautiful Soup."
+category = "main"
 optional = false
 python-versions = ">=3.5"
-version = "2.0.1"
 
 [[package]]
-category = "main"
-description = "Industrial-strength Natural Language Processing (NLP) in Python"
 name = "spacy"
+version = "2.3.2"
+description = "Industrial-strength Natural Language Processing (NLP) in Python"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-version = "2.3.2"
 
 [package.dependencies]
 blis = ">=0.4.0,<0.5.0"
@@ -785,7 +755,6 @@ numpy = ">=1.15.0"
 plac = ">=0.9.6,<1.2.0"
 preshed = ">=3.0.2,<3.1.0"
 requests = ">=2.13.0,<3.0.0"
-setuptools = "*"
 srsly = ">=1.0.2,<1.1.0"
 thinc = "7.4.1"
 tqdm = ">=4.38.0,<5.0.0"
@@ -801,47 +770,44 @@ cuda90 = ["cupy-cuda90 (>=5.0.0b4,<9.0.0)"]
 cuda91 = ["cupy-cuda91 (>=5.0.0b4,<9.0.0)"]
 cuda92 = ["cupy-cuda92 (>=5.0.0b4,<9.0.0)"]
 ja = ["sudachipy (>=0.4.5)", "sudachidict-core (>=20200330)"]
-ko = ["natto-py (0.9.0)"]
+ko = ["natto-py (==0.9.0)"]
 lookups = ["spacy-lookups-data (>=0.3.2,<0.4.0)"]
 th = ["pythainlp (>=2.0)"]
 
 [[package]]
-category = "main"
-description = "Additional lookup tables and data resources for spaCy"
 name = "spacy-lookups-data"
+version = "0.3.2"
+description = "Additional lookup tables and data resources for spaCy"
+category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
-version = "0.3.2"
-
-[package.dependencies]
-setuptools = "*"
 
 [[package]]
-category = "main"
-description = "Modern high-performance serialization utilities for Python"
 name = "srsly"
+version = "1.0.2"
+description = "Modern high-performance serialization utilities for Python"
+category = "main"
 optional = false
 python-versions = "*"
-version = "1.0.2"
 
 [[package]]
-category = "main"
-description = "Pretty-print tabular data"
 name = "tabulate"
+version = "0.8.7"
+description = "Pretty-print tabular data"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.8.7"
 
 [package.extras]
 widechars = ["wcwidth"]
 
 [[package]]
-category = "main"
-description = "Practical Machine Learning for NLP"
 name = "thinc"
+version = "7.4.1"
+description = "Practical Machine Learning for NLP"
+category = "main"
 optional = false
 python-versions = "*"
-version = "7.4.1"
 
 [package.dependencies]
 blis = ">=0.4.0,<0.5.0"
@@ -865,135 +831,126 @@ cuda91 = ["cupy-cuda91 (>=5.0.0b4)"]
 cuda92 = ["cupy-cuda92 (>=5.0.0b4)"]
 
 [[package]]
-category = "main"
-description = "threadpoolctl"
 name = "threadpoolctl"
+version = "2.1.0"
+description = "threadpoolctl"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-version = "2.1.0"
 
 [[package]]
-category = "dev"
-description = "Python Library for Tom's Obvious, Minimal Language"
 name = "toml"
+version = "0.10.1"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.10.1"
 
 [[package]]
-category = "dev"
-description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 name = "tornado"
+version = "6.1"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "dev"
 optional = false
 python-versions = ">= 3.5"
-version = "6.1"
 
 [[package]]
-category = "main"
-description = "Fast, Extensible Progress Meter"
 name = "tqdm"
+version = "4.50.2"
+description = "Fast, Extensible Progress Meter"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*"
-version = "4.50.2"
 
 [package.extras]
 dev = ["py-make (>=0.1.0)", "twine", "argopt", "pydoc-markdown"]
 
 [[package]]
-category = "main"
-description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 name = "typer"
+version = "0.3.2"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "0.3.2"
 
 [package.dependencies]
 click = ">=7.1.1,<7.2.0"
-
-[package.dependencies.colorama]
-optional = true
-version = ">=0.4.3,<0.5.0"
-
-[package.dependencies.shellingham]
-optional = true
-version = ">=1.3.0,<2.0.0"
+colorama = {version = ">=0.4.3,<0.5.0", optional = true, markers = "extra == \"all\""}
+shellingham = {version = ">=1.3.0,<2.0.0", optional = true, markers = "extra == \"all\""}
 
 [package.extras]
+test = ["pytest-xdist (>=1.32.0,<2.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "mypy (==0.782)", "black (>=19.10b0,<20.0b0)", "isort (>=5.0.6,<6.0.0)", "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)"]
 all = ["colorama (>=0.4.3,<0.5.0)", "shellingham (>=1.3.0,<2.0.0)"]
 dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)"]
 doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=5.4.0,<6.0.0)", "markdown-include (>=0.5.1,<0.6.0)"]
-test = ["pytest-xdist (>=1.32.0,<2.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "mypy (0.782)", "black (>=19.10b0,<20.0b0)", "isort (>=5.0.6,<6.0.0)", "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)"]
 
 [[package]]
-category = "main"
-description = "tzinfo object for the local timezone"
 name = "tzlocal"
+version = "2.1"
+description = "tzinfo object for the local timezone"
+category = "main"
 optional = false
 python-versions = "*"
-version = "2.1"
 
 [package.dependencies]
 pytz = "*"
 
 [[package]]
-category = "main"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
 name = "urllib3"
+version = "1.25.10"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
-version = "1.25.10"
 
 [package.extras]
 brotli = ["brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)", "ipaddress"]
-socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7,<2.0)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
-category = "dev"
-description = "Virtual Python Environment builder"
 name = "virtualenv"
+version = "20.0.35"
+description = "Virtual Python Environment builder"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "20.0.35"
 
 [package.dependencies]
 appdirs = ">=1.4.3,<2"
 distlib = ">=0.3.1,<1"
 filelock = ">=3.0.0,<4"
+importlib-metadata = {version = ">=0.12,<3", markers = "python_version < \"3.8\""}
 six = ">=1.9.0,<2"
 
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=0.12,<3"
-
 [package.extras]
 docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=19.9.0rc1)"]
 testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "pytest-xdist (>=1.31.0)", "packaging (>=20.0)", "xonsh (>=0.9.16)"]
 
 [[package]]
-category = "main"
-description = "A lightweight console printing and formatting toolkit"
 name = "wasabi"
+version = "0.8.0"
+description = "A lightweight console printing and formatting toolkit"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.8.0"
 
 [[package]]
-category = "main"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-marker = "python_version < \"3.8\""
 name = "zipp"
+version = "3.3.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "3.3.0"
 
 [package.extras]
 docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=3.5,<3.7.3 || >3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "jaraco.test (>=3.2.0)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
+testing = ["pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "jaraco.test (>=3.2.0)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
 
 [metadata]
-content-hash = "9774f30d3f22010ade62c7a793d5ff91ea021b1f48669641a4932e0fc772361c"
+lock-version = "1.1"
 python-versions = "^3.7"
+content-hash = "260d00003213dcb78734f525f0e3dd247f7eec5cb10aba29599c99aab6300827"
 
 [metadata.files]
 appdirs = [
@@ -1071,6 +1028,7 @@ click = [
 ]
 colorama = [
     {file = "colorama-0.4.4-py2.py3-none-any.whl", hash = "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"},
+    {file = "colorama-0.4.4.tar.gz", hash = "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b"},
 ]
 cymem = [
     {file = "cymem-2.0.3-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:f4f19af4bca81f11922508a9dcf30ce1d2aee4972af9f81ce8e5331a6f46f5e1"},
@@ -1164,37 +1122,66 @@ lunr = [
     {file = "lunr-0.5.8.tar.gz", hash = "sha256:c4fb063b98eff775dd638b3df380008ae85e6cb1d1a24d1cd81a10ef6391c26e"},
 ]
 lxml = [
-    {file = "lxml-4.5.2-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:74f48ec98430e06c1fa8949b49ebdd8d27ceb9df8d3d1c92e1fdc2773f003f20"},
-    {file = "lxml-4.5.2-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:e70d4e467e243455492f5de463b72151cc400710ac03a0678206a5f27e79ddef"},
-    {file = "lxml-4.5.2-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:7ad7906e098ccd30d8f7068030a0b16668ab8aa5cda6fcd5146d8d20cbaa71b5"},
-    {file = "lxml-4.5.2-cp27-cp27m-win32.whl", hash = "sha256:92282c83547a9add85ad658143c76a64a8d339028926d7dc1998ca029c88ea6a"},
-    {file = "lxml-4.5.2-cp27-cp27m-win_amd64.whl", hash = "sha256:05a444b207901a68a6526948c7cc8f9fe6d6f24c70781488e32fd74ff5996e3f"},
-    {file = "lxml-4.5.2-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:94150231f1e90c9595ccc80d7d2006c61f90a5995db82bccbca7944fd457f0f6"},
-    {file = "lxml-4.5.2-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:bea760a63ce9bba566c23f726d72b3c0250e2fa2569909e2d83cda1534c79443"},
-    {file = "lxml-4.5.2-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:c3f511a3c58676147c277eff0224c061dd5a6a8e1373572ac817ac6324f1b1e0"},
-    {file = "lxml-4.5.2-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:59daa84aef650b11bccd18f99f64bfe44b9f14a08a28259959d33676554065a1"},
-    {file = "lxml-4.5.2-cp35-cp35m-manylinux2014_aarch64.whl", hash = "sha256:c9d317efde4bafbc1561509bfa8a23c5cab66c44d49ab5b63ff690f5159b2304"},
-    {file = "lxml-4.5.2-cp35-cp35m-win32.whl", hash = "sha256:9dc9006dcc47e00a8a6a029eb035c8f696ad38e40a27d073a003d7d1443f5d88"},
-    {file = "lxml-4.5.2-cp35-cp35m-win_amd64.whl", hash = "sha256:08fc93257dcfe9542c0a6883a25ba4971d78297f63d7a5a26ffa34861ca78730"},
-    {file = "lxml-4.5.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:121b665b04083a1e85ff1f5243d4a93aa1aaba281bc12ea334d5a187278ceaf1"},
-    {file = "lxml-4.5.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:5591c4164755778e29e69b86e425880f852464a21c7bb53c7ea453bbe2633bbe"},
-    {file = "lxml-4.5.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:cc411ad324a4486b142c41d9b2b6a722c534096963688d879ea6fa8a35028258"},
-    {file = "lxml-4.5.2-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:1fa21263c3aba2b76fd7c45713d4428dbcc7644d73dcf0650e9d344e433741b3"},
-    {file = "lxml-4.5.2-cp36-cp36m-win32.whl", hash = "sha256:786aad2aa20de3dbff21aab86b2fb6a7be68064cbbc0219bde414d3a30aa47ae"},
-    {file = "lxml-4.5.2-cp36-cp36m-win_amd64.whl", hash = "sha256:e1cacf4796b20865789083252186ce9dc6cc59eca0c2e79cca332bdff24ac481"},
-    {file = "lxml-4.5.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:80a38b188d20c0524fe8959c8ce770a8fdf0e617c6912d23fc97c68301bb9aba"},
-    {file = "lxml-4.5.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:ecc930ae559ea8a43377e8b60ca6f8d61ac532fc57efb915d899de4a67928efd"},
-    {file = "lxml-4.5.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:a76979f728dd845655026ab991df25d26379a1a8fc1e9e68e25c7eda43004bed"},
-    {file = "lxml-4.5.2-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:cfd7c5dd3c35c19cec59c63df9571c67c6d6e5c92e0fe63517920e97f61106d1"},
-    {file = "lxml-4.5.2-cp37-cp37m-win32.whl", hash = "sha256:5a9c8d11aa2c8f8b6043d845927a51eb9102eb558e3f936df494e96393f5fd3e"},
-    {file = "lxml-4.5.2-cp37-cp37m-win_amd64.whl", hash = "sha256:4b4a111bcf4b9c948e020fd207f915c24a6de3f1adc7682a2d92660eb4e84f1a"},
-    {file = "lxml-4.5.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5dd20538a60c4cc9a077d3b715bb42307239fcd25ef1ca7286775f95e9e9a46d"},
-    {file = "lxml-4.5.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:2b30aa2bcff8e958cd85d907d5109820b01ac511eae5b460803430a7404e34d7"},
-    {file = "lxml-4.5.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:aa8eba3db3d8761db161003e2d0586608092e217151d7458206e243be5a43843"},
-    {file = "lxml-4.5.2-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:8f0ec6b9b3832e0bd1d57af41f9238ea7709bbd7271f639024f2fc9d3bb01293"},
-    {file = "lxml-4.5.2-cp38-cp38-win32.whl", hash = "sha256:107781b213cf7201ec3806555657ccda67b1fccc4261fb889ef7fc56976db81f"},
-    {file = "lxml-4.5.2-cp38-cp38-win_amd64.whl", hash = "sha256:f161af26f596131b63b236372e4ce40f3167c1b5b5d459b29d2514bd8c9dc9ee"},
-    {file = "lxml-4.5.2.tar.gz", hash = "sha256:cdc13a1682b2a6241080745b1953719e7fe0850b40a5c71ca574f090a1391df6"},
+    {file = "lxml-4.6.5-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:abcf7daa5ebcc89328326254f6dd6d566adb483d4d00178892afd386ab389de2"},
+    {file = "lxml-4.6.5-cp27-cp27m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3884476a90d415be79adfa4e0e393048630d0d5bcd5757c4c07d8b4b00a1096b"},
+    {file = "lxml-4.6.5-cp27-cp27m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:add017c5bd6b9ec3a5f09248396b6ee2ce61c5621f087eb2269c813cd8813808"},
+    {file = "lxml-4.6.5-cp27-cp27m-win32.whl", hash = "sha256:a702005e447d712375433ed0499cb6e1503fadd6c96a47f51d707b4d37b76d3c"},
+    {file = "lxml-4.6.5-cp27-cp27m-win_amd64.whl", hash = "sha256:da07c7e7fc9a3f40446b78c54dbba8bfd5c9100dfecb21b65bfe3f57844f5e71"},
+    {file = "lxml-4.6.5-cp27-cp27mu-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a708c291900c40a7ecf23f1d2384ed0bc0604e24094dd13417c7e7f8f7a50d93"},
+    {file = "lxml-4.6.5-cp27-cp27mu-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:f33d8efb42e4fc2b31b3b4527940b25cdebb3026fb56a80c1c1c11a4271d2352"},
+    {file = "lxml-4.6.5-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:f6befb83bca720b71d6bd6326a3b26e9496ae6649e26585de024890fe50f49b8"},
+    {file = "lxml-4.6.5-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_24_i686.whl", hash = "sha256:59d77bfa3bea13caee95bc0d3f1c518b15049b97dd61ea8b3d71ce677a67f808"},
+    {file = "lxml-4.6.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:68a851176c931e2b3de6214347b767451243eeed3bea34c172127bbb5bf6c210"},
+    {file = "lxml-4.6.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:a7790a273225b0c46e5f859c1327f0f659896cc72eaa537d23aa3ad9ff2a1cc1"},
+    {file = "lxml-4.6.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6548fc551de15f310dd0564751d9dc3d405278d45ea9b2b369ed1eccf142e1f5"},
+    {file = "lxml-4.6.5-cp310-cp310-win32.whl", hash = "sha256:dc8a0dbb2a10ae8bb609584f5c504789f0f3d0d81840da4849102ec84289f952"},
+    {file = "lxml-4.6.5-cp310-cp310-win_amd64.whl", hash = "sha256:1ccbfe5d17835db906f2bab6f15b34194db1a5b07929cba3cf45a96dbfbfefc0"},
+    {file = "lxml-4.6.5-cp35-cp35m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ca9a40497f7e97a2a961c04fa8a6f23d790b0521350a8b455759d786b0bcb203"},
+    {file = "lxml-4.6.5-cp35-cp35m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:e5b4b0d9440046ead3bd425eb2b852499241ee0cef1ae151038e4f87ede888c4"},
+    {file = "lxml-4.6.5-cp35-cp35m-win32.whl", hash = "sha256:87f8f7df70b90fbe7b49969f07b347e3f978f8bd1046bb8ecae659921869202b"},
+    {file = "lxml-4.6.5-cp35-cp35m-win_amd64.whl", hash = "sha256:ce52aad32ec6e46d1a91ff8b8014a91538800dd533914bfc4a82f5018d971408"},
+    {file = "lxml-4.6.5-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:8021eeff7fabde21b9858ed058a8250ad230cede91764d598c2466b0ba70db8b"},
+    {file = "lxml-4.6.5-cp36-cp36m-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_24_i686.whl", hash = "sha256:cab343b265e38d4e00649cbbad9278b734c5715f9bcbb72c85a1f99b1a58e19a"},
+    {file = "lxml-4.6.5-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:3534d7c468c044f6aef3c0aff541db2826986a29ea73f2ca831f5d5284d9b570"},
+    {file = "lxml-4.6.5-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:bdb98f4c9e8a1735efddfaa995b0c96559792da15d56b76428bdfc29f77c4cdb"},
+    {file = "lxml-4.6.5-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:5ea121cb66d7e5cb396b4c3ca90471252b94e01809805cfe3e4e44be2db3a99c"},
+    {file = "lxml-4.6.5-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:121fc6f71c692b49af6c963b84ab7084402624ffbe605287da362f8af0668ea3"},
+    {file = "lxml-4.6.5-cp36-cp36m-win32.whl", hash = "sha256:1a2a7659b8eb93c6daee350a0d844994d49245a0f6c05c747f619386fb90ba04"},
+    {file = "lxml-4.6.5-cp36-cp36m-win_amd64.whl", hash = "sha256:2f77556266a8fe5428b8759fbfc4bd70be1d1d9c9b25d2a414f6a0c0b0f09120"},
+    {file = "lxml-4.6.5-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:558485218ee06458643b929765ac1eb04519ca3d1e2dcc288517de864c747c33"},
+    {file = "lxml-4.6.5-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_24_i686.whl", hash = "sha256:ba0006799f21d83c3717fe20e2707a10bbc296475155aadf4f5850f6659b96b9"},
+    {file = "lxml-4.6.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:916d457ad84e05b7db52700bad0a15c56e0c3000dcaf1263b2fb7a56fe148996"},
+    {file = "lxml-4.6.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:c580c2a61d8297a6e47f4d01f066517dbb019be98032880d19ece7f337a9401d"},
+    {file = "lxml-4.6.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a21b78af7e2e13bec6bea12fc33bc05730197674f3e5402ce214d07026ccfebd"},
+    {file = "lxml-4.6.5-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:46515773570a33eae13e451c8fcf440222ef24bd3b26f40774dd0bd8b6db15b2"},
+    {file = "lxml-4.6.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:124f09614f999551ac65e5b9875981ce4b66ac4b8e2ba9284572f741935df3d9"},
+    {file = "lxml-4.6.5-cp37-cp37m-win32.whl", hash = "sha256:b4015baed99d046c760f09a4c59d234d8f398a454380c3cf0b859aba97136090"},
+    {file = "lxml-4.6.5-cp37-cp37m-win_amd64.whl", hash = "sha256:12ae2339d32a2b15010972e1e2467345b7bf962e155671239fba74c229564b7f"},
+    {file = "lxml-4.6.5-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:76b6c296e4f7a1a8a128aec42d128646897f9ae9a700ef6839cdc9b3900db9b5"},
+    {file = "lxml-4.6.5-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_24_i686.whl", hash = "sha256:534032a5ceb34bba1da193b7d386ac575127cc39338379f39a164b10d97ade89"},
+    {file = "lxml-4.6.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:60aeb14ff9022d2687ef98ce55f6342944c40d00916452bb90899a191802137a"},
+    {file = "lxml-4.6.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:9801bcd52ac9c795a7d81ea67471a42cffe532e46cfb750cd5713befc5c019c0"},
+    {file = "lxml-4.6.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3b95fb7e6f9c2f53db88f4642231fc2b8907d854e614710996a96f1f32018d5c"},
+    {file = "lxml-4.6.5-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:642eb4cabd997c9b949a994f9643cd8ae00cf4ca8c5cd9c273962296fadf1c44"},
+    {file = "lxml-4.6.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:af4139172ff0263d269abdcc641e944c9de4b5d660894a3ec7e9f9db63b56ac9"},
+    {file = "lxml-4.6.5-cp38-cp38-win32.whl", hash = "sha256:57cf05466917e08f90e323f025b96f493f92c0344694f5702579ab4b7e2eb10d"},
+    {file = "lxml-4.6.5-cp38-cp38-win_amd64.whl", hash = "sha256:4f415624cf8b065796649a5e4621773dc5c9ea574a944c76a7f8a6d3d2906b41"},
+    {file = "lxml-4.6.5-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:7679bb6e4d9a3978a46ab19a3560e8d2b7265ef3c88152e7fdc130d649789887"},
+    {file = "lxml-4.6.5-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_24_i686.whl", hash = "sha256:c34234a1bc9e466c104372af74d11a9f98338a3f72fae22b80485171a64e0144"},
+    {file = "lxml-4.6.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:4b9390bf973e3907d967b75be199cf1978ca8443183cf1e78ad80ad8be9cf242"},
+    {file = "lxml-4.6.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:fcc849b28f584ed1dbf277291ded5c32bb3476a37032df4a1d523b55faa5f944"},
+    {file = "lxml-4.6.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:46f21f2600d001af10e847df9eb3b832e8a439f696c04891bcb8a8cedd859af9"},
+    {file = "lxml-4.6.5-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:99cf827f5a783038eb313beee6533dddb8bdb086d7269c5c144c1c952d142ace"},
+    {file = "lxml-4.6.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:925174cafb0f1179a7fd38da90302555d7445e34c9ece68019e53c946be7f542"},
+    {file = "lxml-4.6.5-cp39-cp39-win32.whl", hash = "sha256:12d8d6fe3ddef629ac1349fa89a638b296a34b6529573f5055d1cb4e5245f73b"},
+    {file = "lxml-4.6.5-cp39-cp39-win_amd64.whl", hash = "sha256:a52e8f317336a44836475e9c802f51c2dc38d612eaa76532cb1d17690338b63b"},
+    {file = "lxml-4.6.5-pp37-pypy37_pp73-macosx_10_14_x86_64.whl", hash = "sha256:11ae552a78612620afd15625be9f1b82e3cc2e634f90d6b11709b10a100cba59"},
+    {file = "lxml-4.6.5-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_24_i686.whl", hash = "sha256:473701599665d874919d05bb33b56180447b3a9da8d52d6d9799f381ce23f95c"},
+    {file = "lxml-4.6.5-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:7f00cc64b49d2ef19ddae898a3def9dd8fda9c3d27c8a174c2889ee757918e71"},
+    {file = "lxml-4.6.5-pp38-pypy38_pp73-macosx_10_14_x86_64.whl", hash = "sha256:73e8614258404b2689a26cb5d002512b8bc4dfa18aca86382f68f959aee9b0c8"},
+    {file = "lxml-4.6.5-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_24_i686.whl", hash = "sha256:ff44de36772b05c2eb74f2b4b6d1ae29b8f41ed5506310ce1258d44826ee38c1"},
+    {file = "lxml-4.6.5-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:5d5254c815c186744c8f922e2ce861a2bdeabc06520b4b30b2f7d9767791ce6e"},
+    {file = "lxml-4.6.5.tar.gz", hash = "sha256:6e84edecc3a82f90d44ddee2ee2a2630d4994b8471816e226d2b771cda7ac4ca"},
 ]
 markdown = [
     {file = "Markdown-3.3.3-py3-none-any.whl", hash = "sha256:c109c15b7dc20a9ac454c9e6025927d44460b85bd039da028d85e2b6d0bcc328"},
@@ -1219,20 +1206,39 @@ markupsafe = [
     {file = "MarkupSafe-1.1.1-cp35-cp35m-win32.whl", hash = "sha256:6dd73240d2af64df90aa7c4e7481e23825ea70af4b4922f8ede5b9e35f78a3b1"},
     {file = "MarkupSafe-1.1.1-cp35-cp35m-win_amd64.whl", hash = "sha256:9add70b36c5666a2ed02b43b335fe19002ee5235efd4b8a89bfcf9005bebac0d"},
     {file = "MarkupSafe-1.1.1-cp36-cp36m-macosx_10_6_intel.whl", hash = "sha256:24982cc2533820871eba85ba648cd53d8623687ff11cbb805be4ff7b4c971aff"},
+    {file = "MarkupSafe-1.1.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:d53bc011414228441014aa71dbec320c66468c1030aae3a6e29778a3382d96e5"},
     {file = "MarkupSafe-1.1.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:00bc623926325b26bb9605ae9eae8a215691f33cae5df11ca5424f06f2d1f473"},
     {file = "MarkupSafe-1.1.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:717ba8fe3ae9cc0006d7c451f0bb265ee07739daf76355d06366154ee68d221e"},
+    {file = "MarkupSafe-1.1.1-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:3b8a6499709d29c2e2399569d96719a1b21dcd94410a586a18526b143ec8470f"},
+    {file = "MarkupSafe-1.1.1-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:84dee80c15f1b560d55bcfe6d47b27d070b4681c699c572af2e3c7cc90a3b8e0"},
+    {file = "MarkupSafe-1.1.1-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:b1dba4527182c95a0db8b6060cc98ac49b9e2f5e64320e2b56e47cb2831978c7"},
     {file = "MarkupSafe-1.1.1-cp36-cp36m-win32.whl", hash = "sha256:535f6fc4d397c1563d08b88e485c3496cf5784e927af890fb3c3aac7f933ec66"},
     {file = "MarkupSafe-1.1.1-cp36-cp36m-win_amd64.whl", hash = "sha256:b1282f8c00509d99fef04d8ba936b156d419be841854fe901d8ae224c59f0be5"},
     {file = "MarkupSafe-1.1.1-cp37-cp37m-macosx_10_6_intel.whl", hash = "sha256:8defac2f2ccd6805ebf65f5eeb132adcf2ab57aa11fdf4c0dd5169a004710e7d"},
+    {file = "MarkupSafe-1.1.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:bf5aa3cbcfdf57fa2ee9cd1822c862ef23037f5c832ad09cfea57fa846dec193"},
     {file = "MarkupSafe-1.1.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:46c99d2de99945ec5cb54f23c8cd5689f6d7177305ebff350a58ce5f8de1669e"},
     {file = "MarkupSafe-1.1.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:ba59edeaa2fc6114428f1637ffff42da1e311e29382d81b339c1817d37ec93c6"},
+    {file = "MarkupSafe-1.1.1-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:6fffc775d90dcc9aed1b89219549b329a9250d918fd0b8fa8d93d154918422e1"},
+    {file = "MarkupSafe-1.1.1-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:a6a744282b7718a2a62d2ed9d993cad6f5f585605ad352c11de459f4108df0a1"},
+    {file = "MarkupSafe-1.1.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:195d7d2c4fbb0ee8139a6cf67194f3973a6b3042d742ebe0a9ed36d8b6f0c07f"},
     {file = "MarkupSafe-1.1.1-cp37-cp37m-win32.whl", hash = "sha256:b00c1de48212e4cc9603895652c5c410df699856a2853135b3967591e4beebc2"},
     {file = "MarkupSafe-1.1.1-cp37-cp37m-win_amd64.whl", hash = "sha256:9bf40443012702a1d2070043cb6291650a0841ece432556f784f004937f0f32c"},
     {file = "MarkupSafe-1.1.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6788b695d50a51edb699cb55e35487e430fa21f1ed838122d722e0ff0ac5ba15"},
     {file = "MarkupSafe-1.1.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:cdb132fc825c38e1aeec2c8aa9338310d29d337bebbd7baa06889d09a60a1fa2"},
     {file = "MarkupSafe-1.1.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:13d3144e1e340870b25e7b10b98d779608c02016d5184cfb9927a9f10c689f42"},
+    {file = "MarkupSafe-1.1.1-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:acf08ac40292838b3cbbb06cfe9b2cb9ec78fce8baca31ddb87aaac2e2dc3bc2"},
+    {file = "MarkupSafe-1.1.1-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:d9be0ba6c527163cbed5e0857c451fcd092ce83947944d6c14bc95441203f032"},
+    {file = "MarkupSafe-1.1.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:caabedc8323f1e93231b52fc32bdcde6db817623d33e100708d9a68e1f53b26b"},
     {file = "MarkupSafe-1.1.1-cp38-cp38-win32.whl", hash = "sha256:596510de112c685489095da617b5bcbbac7dd6384aeebeda4df6025d0256a81b"},
     {file = "MarkupSafe-1.1.1-cp38-cp38-win_amd64.whl", hash = "sha256:e8313f01ba26fbbe36c7be1966a7b7424942f670f38e666995b88d012765b9be"},
+    {file = "MarkupSafe-1.1.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d73a845f227b0bfe8a7455ee623525ee656a9e2e749e4742706d80a6065d5e2c"},
+    {file = "MarkupSafe-1.1.1-cp39-cp39-manylinux1_i686.whl", hash = "sha256:98bae9582248d6cf62321dcb52aaf5d9adf0bad3b40582925ef7c7f0ed85fceb"},
+    {file = "MarkupSafe-1.1.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:2beec1e0de6924ea551859edb9e7679da6e4870d32cb766240ce17e0a0ba2014"},
+    {file = "MarkupSafe-1.1.1-cp39-cp39-manylinux2010_i686.whl", hash = "sha256:7fed13866cf14bba33e7176717346713881f56d9d2bcebab207f7a036f41b850"},
+    {file = "MarkupSafe-1.1.1-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:6f1e273a344928347c1290119b493a1f0303c52f5a5eae5f16d74f48c15d4a85"},
+    {file = "MarkupSafe-1.1.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:feb7b34d6325451ef96bc0e36e1a6c0c1c64bc1fbec4b854f4529e51887b1621"},
+    {file = "MarkupSafe-1.1.1-cp39-cp39-win32.whl", hash = "sha256:22c178a091fc6630d0d045bdb5992d2dfe14e3259760e713c490da5323866c39"},
+    {file = "MarkupSafe-1.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:b7d644ddb4dbd407d31ffb699f1d140bc35478da613b441c582aeb7c43838dd8"},
     {file = "MarkupSafe-1.1.1.tar.gz", hash = "sha256:29872e92839765e546828bb7754a68c418d927cd064fd4708fab9fe9c8bb116b"},
 ]
 mkdocs = [
@@ -1319,6 +1325,11 @@ pandas = [
     {file = "pandas-1.1.3-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:df43ea0e9fd9f9672b0de9cac26d01255ad50481994bf3cb4687c21eec2d7bbc"},
     {file = "pandas-1.1.3-cp38-cp38-win32.whl", hash = "sha256:a605054fbca71ed1d08bb2aef6f73c84a579bbac956bfe8f9718d5e84cb41248"},
     {file = "pandas-1.1.3-cp38-cp38-win_amd64.whl", hash = "sha256:84a4ffe668df357e31f98c829536e3a7142c3036c82f996e639f644c5d32eda1"},
+    {file = "pandas-1.1.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:147162568b1242355290341baf281926cfac66ada07e634f3fc521ac967e4653"},
+    {file = "pandas-1.1.3-cp39-cp39-manylinux1_i686.whl", hash = "sha256:2999adc6736f8cb4c69d65a6e2b25a11bcb395da5b048342b8e4d6fe055e57ae"},
+    {file = "pandas-1.1.3-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:f4cb8252ae71f093f4a6b847adf0bc9330f109c48f08363c2071f189f1c89c87"},
+    {file = "pandas-1.1.3-cp39-cp39-win32.whl", hash = "sha256:b026e913d88fad3a74eea8ed5a5f98e8823080ea02f8d9bb0ec19e92552daad6"},
+    {file = "pandas-1.1.3-cp39-cp39-win_amd64.whl", hash = "sha256:11c284769f41e95f7d16a327eb555989c5f29418aad075fa80c97ef3aa8fb885"},
     {file = "pandas-1.1.3.tar.gz", hash = "sha256:babbeda2f83b0686c9ad38d93b10516e68cdcd5771007eb80a763e98aaf44613"},
 ]
 plac = [
@@ -1384,6 +1395,8 @@ pyyaml = [
     {file = "PyYAML-5.3.1-cp37-cp37m-win_amd64.whl", hash = "sha256:73f099454b799e05e5ab51423c7bcf361c58d3206fa7b0d555426b1f4d9a3eaf"},
     {file = "PyYAML-5.3.1-cp38-cp38-win32.whl", hash = "sha256:06a0d7ba600ce0b2d2fe2e78453a470b5a6e000a985dd4a4e54e436cc36b0e97"},
     {file = "PyYAML-5.3.1-cp38-cp38-win_amd64.whl", hash = "sha256:95f71d2af0ff4227885f7a6605c37fd53d3a106fcab511b8860ecca9fcf400ee"},
+    {file = "PyYAML-5.3.1-cp39-cp39-win32.whl", hash = "sha256:ad9c67312c84def58f3c04504727ca879cb0013b2517c85a9a253f0cb6380c0a"},
+    {file = "PyYAML-5.3.1-cp39-cp39-win_amd64.whl", hash = "sha256:6034f55dab5fea9e53f436aa68fa3ace2634918e8b5994d82f3621c04ff5ed2e"},
     {file = "PyYAML-5.3.1.tar.gz", hash = "sha256:b8eac752c5e14d3eca0e6dd9199cd627518cb5ec06add0de9d32baeee6fe645d"},
 ]
 regex = [
diff --git a/pyproject.toml b/pyproject.toml
index 04a1d6e..64838ee 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,7 +14,7 @@ python = "^3.7"
 numpy = "^1.18.1"
 pandas = "^1.0.2"
 beautifulsoup4 = "^4.8.2"
-lxml = "^4.5.2"
+lxml = "^4.6.5"
 asyncio = "^3.4.3"
 jsonschema = "^3.2.0"
 smart_open = "^1.9.0"