diff --git a/data_scientist/project_4_analyzing_subway_data/poetry.lock b/data_scientist/project_4_analyzing_subway_data/poetry.lock index e6d8d4a..c754549 100644 --- a/data_scientist/project_4_analyzing_subway_data/poetry.lock +++ b/data_scientist/project_4_analyzing_subway_data/poetry.lock @@ -1,19 +1,18 @@ [[package]] -category = "main" -description = "Disable App Nap on OS X 10.9" -marker = "python_version >= \"3.3\" and sys_platform == \"darwin\" or sys_platform == \"darwin\"" name = "appnope" +version = "0.1.0" +description = "Disable App Nap on OS X 10.9" +category = "main" optional = false python-versions = "*" -version = "0.1.0" [[package]] -category = "main" -description = "Classes Without Boilerplate" name = "attrs" +version = "19.1.0" +description = "Classes Without Boilerplate" +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "19.1.0" [package.extras] dev = ["coverage", "hypothesis", "pympler", "pytest", "six", "zope.interface", "sphinx", "pre-commit"] @@ -21,20 +20,20 @@ docs = ["sphinx", "zope.interface"] tests = ["coverage", "hypothesis", "pympler", "pytest", "six", "zope.interface"] [[package]] -category = "main" -description = "Specifications for callback functions passed in to an API" name = "backcall" +version = "0.1.0" +description = "Specifications for callback functions passed in to an API" +category = "main" optional = false python-versions = "*" -version = "0.1.0" [[package]] -category = "main" -description = "Screen-scraping library" name = "beautifulsoup4" +version = "4.8.0" +description = "Screen-scraping library" +category = "main" optional = false python-versions = "*" -version = "4.8.0" [package.dependencies] soupsieve = ">=1.2" @@ -44,92 +43,91 @@ html5lib = ["html5lib"] lxml = ["lxml"] [[package]] -category = "main" -description = "An easy safelist-based HTML-sanitizing tool." name = "bleach" +version = "3.1.0" +description = "An easy safelist-based HTML-sanitizing tool." +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "3.1.0" [package.dependencies] six = ">=1.9.0" webencodings = "*" [[package]] -category = "main" -description = "Python package for providing Mozilla's CA Bundle." name = "certifi" +version = "2019.6.16" +description = "Python package for providing Mozilla's CA Bundle." +category = "main" optional = false python-versions = "*" -version = "2019.6.16" [[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 = "Cross-platform colored terminal text." -marker = "python_version >= \"3.3\" and sys_platform == \"win32\" or sys_platform == \"win32\"" name = "colorama" +version = "0.4.1" +description = "Cross-platform colored terminal text." +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "0.4.1" [[package]] -category = "main" -description = "Composable style cycles" name = "cycler" +version = "0.10.0" +description = "Composable style cycles" +category = "main" optional = false python-versions = "*" -version = "0.10.0" [package.dependencies] six = "*" [[package]] -category = "main" -description = "Better living through Python with decorators" name = "decorator" +version = "4.4.0" +description = "Better living through Python with decorators" +category = "main" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*" -version = "4.4.0" [[package]] -category = "main" -description = "XML bomb protection for Python stdlib modules" name = "defusedxml" +version = "0.6.0" +description = "XML bomb protection for Python stdlib modules" +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -version = "0.6.0" [[package]] -category = "main" -description = "Discover and load entry points from installed packages." name = "entrypoints" +version = "0.3" +description = "Discover and load entry points from installed packages." +category = "main" optional = false python-versions = ">=2.7" -version = "0.3" [[package]] -category = "main" -description = "Internationalized Domain Names in Applications (IDNA)" name = "idna" +version = "2.8" +description = "Internationalized Domain Names in Applications (IDNA)" +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "2.8" [[package]] -category = "main" -description = "IPython Kernel for Jupyter" name = "ipykernel" +version = "5.1.1" +description = "IPython Kernel for Jupyter" +category = "main" optional = false python-versions = ">=3.4" -version = "5.1.1" [package.dependencies] ipython = ">=5.0.0" @@ -141,24 +139,23 @@ traitlets = ">=4.1.0" test = ["pytest", "pytest-cov", "nose"] [[package]] -category = "main" -description = "IPython: Productive Interactive Computing" name = "ipython" +version = "7.7.0" +description = "IPython: Productive Interactive Computing" +category = "main" optional = false python-versions = ">=3.5" -version = "7.7.0" [package.dependencies] -appnope = "*" +appnope = {version = "*", markers = "sys_platform == \"darwin\""} backcall = "*" -colorama = "*" +colorama = {version = "*", markers = "sys_platform == \"win32\""} decorator = "*" jedi = ">=0.10" -pexpect = "*" +pexpect = {version = "*", markers = "sys_platform != \"win32\""} pickleshare = "*" prompt-toolkit = ">=2.0.0,<2.1.0" pygments = "*" -setuptools = ">=18.5" traitlets = ">=4.2" [package.extras] @@ -173,41 +170,38 @@ qtconsole = ["qtconsole"] test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy"] [[package]] -category = "main" -description = "Vestigial utilities from IPython" name = "ipython-genutils" +version = "0.2.0" +description = "Vestigial utilities from IPython" +category = "main" optional = false python-versions = "*" -version = "0.2.0" [[package]] -category = "main" -description = "IPython HTML widgets for Jupyter" name = "ipywidgets" +version = "7.5.1" +description = "IPython HTML widgets for Jupyter" +category = "main" optional = false python-versions = "*" -version = "7.5.1" [package.dependencies] ipykernel = ">=4.5.1" +ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""} nbformat = ">=4.2.0" traitlets = ">=4.3.1" widgetsnbextension = ">=3.5.0,<3.6.0" -[package.dependencies.ipython] -python = ">=3.3" -version = ">=4.0.0" - [package.extras] test = ["pytest (>=3.6.0)", "pytest-cov", "mock"] [[package]] -category = "main" -description = "An autocompletion tool for Python that can be used for text editors." name = "jedi" +version = "0.14.1" +description = "An autocompletion tool for Python that can be used for text editors." +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "0.14.1" [package.dependencies] parso = ">=0.5.0" @@ -216,12 +210,12 @@ parso = ">=0.5.0" testing = ["colorama", "docopt", "pytest (>=3.1.0,<5.0.0)"] [[package]] -category = "main" -description = "A small but fast and easy to use stand-alone template engine written in pure python." name = "jinja2" +version = "2.10.1" +description = "A small but fast and easy to use stand-alone template engine written in pure python." +category = "main" optional = false python-versions = "*" -version = "2.10.1" [package.dependencies] MarkupSafe = ">=0.23" @@ -230,45 +224,44 @@ MarkupSafe = ">=0.23" i18n = ["Babel (>=0.8)"] [[package]] -category = "main" -description = "Lightweight pipelining: using Python functions as pipeline jobs." name = "joblib" +version = "0.13.2" +description = "Lightweight pipelining: using Python functions as pipeline jobs." +category = "main" optional = false python-versions = "*" -version = "0.13.2" [[package]] -category = "main" -description = "A Python implementation of the JSON5 data format." name = "json5" +version = "0.8.5" +description = "A Python implementation of the JSON5 data format." +category = "main" optional = false python-versions = "*" -version = "0.8.5" [[package]] -category = "main" -description = "An implementation of JSON Schema validation for Python" name = "jsonschema" +version = "3.0.2" +description = "An implementation of JSON Schema validation for Python" +category = "main" optional = false python-versions = "*" -version = "3.0.2" [package.dependencies] attrs = ">=17.4.0" pyrsistent = ">=0.14.0" -setuptools = "*" six = ">=1.11.0" [package.extras] format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"] [[package]] -category = "main" -description = "Jupyter metapackage. Install all the Jupyter components in one go." name = "jupyter" +version = "1.0.0" +description = "Jupyter metapackage. Install all the Jupyter components in one go." +category = "main" optional = false python-versions = "*" -version = "1.0.0" [package.dependencies] ipykernel = "*" @@ -279,12 +272,12 @@ notebook = "*" qtconsole = "*" [[package]] -category = "main" -description = "Jupyter protocol implementation and client libraries" name = "jupyter-client" +version = "5.3.1" +description = "Jupyter protocol implementation and client libraries" +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -version = "5.3.1" [package.dependencies] jupyter-core = "*" @@ -297,12 +290,12 @@ traitlets = "*" test = ["ipykernel", "ipython", "mock", "pytest"] [[package]] -category = "main" -description = "Jupyter terminal console" name = "jupyter-console" +version = "6.0.0" +description = "Jupyter terminal console" +category = "main" optional = false python-versions = ">=3.5" -version = "6.0.0" [package.dependencies] ipykernel = "*" @@ -315,23 +308,23 @@ pygments = "*" test = ["pexpect"] [[package]] -category = "main" -description = "Jupyter core package. A base package on which Jupyter projects rely." name = "jupyter-core" +version = "4.5.0" +description = "Jupyter core package. A base package on which Jupyter projects rely." +category = "main" optional = false python-versions = ">=2.7, !=3.0, !=3.1, !=3.2" -version = "4.5.0" [package.dependencies] traitlets = "*" [[package]] -category = "main" -description = "The JupyterLab notebook server extension." name = "jupyterlab" +version = "1.0.4" +description = "The JupyterLab notebook server extension." +category = "main" optional = false python-versions = ">=3.5" -version = "1.0.4" [package.dependencies] jupyterlab-server = ">=1.0.0,<1.1.0" @@ -343,12 +336,12 @@ docs = ["sphinx", "recommonmark", "sphinx-rtd-theme", "sphinx-copybutton"] test = ["pytest", "pytest-check-links", "requests"] [[package]] -category = "main" -description = "JupyterLab Server" name = "jupyterlab-server" +version = "1.0.0" +description = "JupyterLab Server" +category = "main" optional = false python-versions = ">=3.5" -version = "1.0.0" [package.dependencies] json5 = "*" @@ -359,23 +352,20 @@ notebook = ">=4.2.0" test = ["pytest", "requests"] [[package]] -category = "main" -description = "A fast implementation of the Cassowary constraint solver" name = "kiwisolver" +version = "1.1.0" +description = "A fast implementation of the Cassowary constraint solver" +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "1.1.0" - -[package.dependencies] -setuptools = "*" [[package]] -category = "main" -description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API." name = "lxml" +version = "4.9.1" +description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API." +category = "main" optional = false -python-versions = "*" -version = "4.4.0" +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*" [package.extras] cssselect = ["cssselect (>=0.7)"] @@ -384,20 +374,20 @@ htmlsoup = ["beautifulsoup4"] source = ["Cython (>=0.29.7)"] [[package]] -category = "main" -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 = "main" optional = false python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*" -version = "1.1.1" [[package]] -category = "main" -description = "Python plotting package" name = "matplotlib" +version = "3.1.1" +description = "Python plotting package" +category = "main" optional = false python-versions = ">=3.6" -version = "3.1.1" [package.dependencies] cycler = ">=0.10" @@ -407,20 +397,20 @@ pyparsing = ">=2.0.1,<2.0.4 || >2.0.4,<2.1.2 || >2.1.2,<2.1.6 || >2.1.6" python-dateutil = ">=2.1" [[package]] -category = "main" -description = "The fastest markdown parser in pure Python" name = "mistune" +version = "0.8.4" +description = "The fastest markdown parser in pure Python" +category = "main" optional = false python-versions = "*" -version = "0.8.4" [[package]] -category = "main" -description = "Converting Jupyter Notebooks" name = "nbconvert" +version = "5.5.0" +description = "Converting Jupyter Notebooks" +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -version = "5.5.0" [package.dependencies] bleach = "*" @@ -443,12 +433,12 @@ serve = ["tornado (>=4.0)"] test = ["pytest", "pytest-cov", "ipykernel", "jupyter-client (>=4.2)", "ipywidgets (>=7)"] [[package]] -category = "main" -description = "The Jupyter Notebook format" name = "nbformat" +version = "4.4.0" +description = "The Jupyter Notebook format" +category = "main" optional = false python-versions = "*" -version = "4.4.0" [package.dependencies] ipython-genutils = "*" @@ -460,15 +450,14 @@ traitlets = ">=4.1" test = ["pytest", "pytest-cov", "testpath"] [[package]] -category = "main" -description = "A web-based notebook environment for interactive computing" name = "notebook" +version = "6.0.0" +description = "A web-based notebook environment for interactive computing" +category = "main" optional = false python-versions = ">=3.5" -version = "6.0.0" [package.dependencies] -Send2Trash = "*" ipykernel = "*" ipython-genutils = "*" jinja2 = "*" @@ -478,6 +467,7 @@ nbconvert = "*" nbformat = "*" prometheus-client = "*" pyzmq = ">=17" +Send2Trash = "*" terminado = ">=0.8.1" tornado = ">=5.0" traitlets = ">=4.2.1" @@ -486,20 +476,20 @@ traitlets = ">=4.2.1" test = ["nose", "coverage", "requests", "nose-warnings-filters", "nbval", "nose-exclude", "selenium", "pytest", "pytest-cov", "mock", "nose-exclude"] [[package]] -category = "main" -description = "NumPy is the fundamental package for array computing with Python." name = "numpy" +version = "1.17.0" +description = "NumPy is the fundamental package for array computing with Python." +category = "main" optional = false python-versions = ">=3.5" -version = "1.17.0" [[package]] -category = "main" -description = "Powerful data structures for data analysis, time series, and statistics" name = "pandas" +version = "0.25.0" +description = "Powerful data structures for data analysis, time series, and statistics" +category = "main" optional = false python-versions = ">=3.5.3" -version = "0.25.0" [package.dependencies] numpy = ">=1.13.3" @@ -510,146 +500,143 @@ pytz = ">=2017.2" test = ["pytest (>=4.0.2)", "pytest-xdist", "hypothesis (>=3.58)"] [[package]] -category = "main" -description = "Utilities for writing pandoc filters in python" name = "pandocfilters" +version = "1.4.2" +description = "Utilities for writing pandoc filters in python" +category = "main" optional = false python-versions = "*" -version = "1.4.2" [[package]] -category = "main" -description = "A Python Parser" name = "parso" +version = "0.5.1" +description = "A Python Parser" +category = "main" optional = false python-versions = "*" -version = "0.5.1" [package.extras] testing = ["docopt", "pytest (>=3.0.7)"] [[package]] -category = "main" -description = "Pexpect allows easy control of interactive console applications." -marker = "python_version >= \"3.3\" and sys_platform != \"win32\" or sys_platform != \"win32\"" name = "pexpect" +version = "4.7.0" +description = "Pexpect allows easy control of interactive console applications." +category = "main" optional = false python-versions = "*" -version = "4.7.0" [package.dependencies] ptyprocess = ">=0.5" [[package]] -category = "main" -description = "Tiny 'shelve'-like database with concurrency support" name = "pickleshare" +version = "0.7.5" +description = "Tiny 'shelve'-like database with concurrency support" +category = "main" optional = false python-versions = "*" -version = "0.7.5" [[package]] -category = "main" -description = "Python client for the Prometheus monitoring system." name = "prometheus-client" +version = "0.7.1" +description = "Python client for the Prometheus monitoring system." +category = "main" optional = false python-versions = "*" -version = "0.7.1" [package.extras] twisted = ["twisted"] [[package]] -category = "main" -description = "Library for building powerful interactive command lines in Python" name = "prompt-toolkit" +version = "2.0.9" +description = "Library for building powerful interactive command lines in Python" +category = "main" optional = false python-versions = "*" -version = "2.0.9" [package.dependencies] six = ">=1.9.0" wcwidth = "*" [[package]] -category = "main" -description = "Run a subprocess in a pseudo terminal" -marker = "sys_platform != \"win32\" or os_name != \"nt\" or python_version >= \"3.3\" and sys_platform != \"win32\"" name = "ptyprocess" +version = "0.6.0" +description = "Run a subprocess in a pseudo terminal" +category = "main" optional = false python-versions = "*" -version = "0.6.0" [[package]] -category = "main" -description = "Pygments is a syntax highlighting package written in Python." name = "pygments" +version = "2.4.2" +description = "Pygments is a syntax highlighting package written in Python." +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -version = "2.4.2" [[package]] -category = "main" -description = "Python parsing module" name = "pyparsing" +version = "2.4.2" +description = "Python parsing module" +category = "main" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" -version = "2.4.2" [[package]] -category = "main" -description = "Persistent/Functional/Immutable data structures" name = "pyrsistent" +version = "0.15.4" +description = "Persistent/Functional/Immutable data structures" +category = "main" optional = false python-versions = "*" -version = "0.15.4" [package.dependencies] six = "*" [[package]] -category = "main" -description = "Extensions to the standard Python datetime module" name = "python-dateutil" +version = "2.8.0" +description = "Extensions to the standard Python datetime module" +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" -version = "2.8.0" [package.dependencies] six = ">=1.5" [[package]] -category = "main" -description = "World timezone definitions, modern and historical" name = "pytz" +version = "2019.2" +description = "World timezone definitions, modern and historical" +category = "main" optional = false python-versions = "*" -version = "2019.2" [[package]] -category = "main" -description = "Python bindings for the winpty library" -marker = "os_name == \"nt\"" name = "pywinpty" +version = "0.5.5" +description = "Python bindings for the winpty library" +category = "main" optional = false python-versions = "*" -version = "0.5.5" [[package]] -category = "main" -description = "Python bindings for 0MQ" name = "pyzmq" +version = "18.0.2" +description = "Python bindings for 0MQ" +category = "main" optional = false python-versions = ">=2.7,!=3.0*,!=3.1*,!=3.2*" -version = "18.0.2" [[package]] -category = "main" -description = "Jupyter Qt console" name = "qtconsole" +version = "4.5.2" +description = "Jupyter Qt console" +category = "main" optional = false python-versions = "*" -version = "4.5.2" [package.dependencies] ipykernel = ">=4.1" @@ -664,12 +651,12 @@ doc = ["Sphinx (>=1.3)"] test = ["pytest", "mock"] [[package]] -category = "main" -description = "Python HTTP for Humans." name = "requests" +version = "2.22.0" +description = "Python HTTP for Humans." +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" -version = "2.22.0" [package.dependencies] certifi = ">=2017.4.17" @@ -679,15 +666,15 @@ 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)", "idna (>=2.0.0)"] -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 = "A set of python modules for machine learning and data mining" name = "scikit-learn" +version = "0.21.3" +description = "A set of python modules for machine learning and data mining" +category = "main" optional = false python-versions = ">=3.5" -version = "0.21.3" [package.dependencies] joblib = ">=0.11" @@ -698,79 +685,79 @@ scipy = ">=0.17.0" alldeps = ["numpy (>=1.11.0)", "scipy (>=0.17.0)"] [[package]] -category = "main" -description = "SciPy: Scientific Library for Python" name = "scipy" +version = "1.3.0" +description = "SciPy: Scientific Library for Python" +category = "main" optional = false python-versions = ">=3.5" -version = "1.3.0" [package.dependencies] numpy = ">=1.13.3" [[package]] -category = "main" -description = "Send file to trash natively under Mac OS X, Windows and Linux." name = "send2trash" +version = "1.5.0" +description = "Send file to trash natively under Mac OS X, Windows and Linux." +category = "main" optional = false python-versions = "*" -version = "1.5.0" [[package]] -category = "main" -description = "Python 2 and 3 compatibility utilities" name = "six" +version = "1.12.0" +description = "Python 2 and 3 compatibility utilities" +category = "main" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*" -version = "1.12.0" [[package]] -category = "main" -description = "A modern CSS selector implementation for Beautiful Soup." name = "soupsieve" +version = "1.9.2" +description = "A modern CSS selector implementation for Beautiful Soup." +category = "main" optional = false python-versions = "*" -version = "1.9.2" [[package]] -category = "main" -description = "Terminals served to xterm.js using Tornado websockets" name = "terminado" +version = "0.8.2" +description = "Terminals served to xterm.js using Tornado websockets" +category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "0.8.2" [package.dependencies] -ptyprocess = "*" -pywinpty = ">=0.5" +ptyprocess = {version = "*", markers = "os_name != \"nt\""} +pywinpty = {version = ">=0.5", markers = "os_name == \"nt\""} tornado = ">=4" [[package]] -category = "main" -description = "Test utilities for code working with files and commands" name = "testpath" +version = "0.4.2" +description = "Test utilities for code working with files and commands" +category = "main" optional = false python-versions = "*" -version = "0.4.2" [package.extras] test = ["pathlib2"] [[package]] -category = "main" -description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." name = "tornado" +version = "6.0.3" +description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." +category = "main" optional = false python-versions = ">= 3.5" -version = "6.0.3" [[package]] -category = "main" -description = "Traitlets Python config system" name = "traitlets" +version = "4.3.2" +description = "Traitlets Python config system" +category = "main" optional = false python-versions = "*" -version = "4.3.2" [package.dependencies] decorator = "*" @@ -781,114 +768,566 @@ six = "*" test = ["pytest", "mock"] [[package]] -category = 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