diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index bed82941c..5c5af8a76 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -5,6 +5,7 @@ Development
 ***********
 
 - Make parameters TEMPERATURE_AIR_MAX_200 and TEMPERATURE_AIR_MIN_200 summarizable/interpolatable
+- Add streamlit app for DWD climate stations
 
 0.60.0 (16.09.2023)
 *******************
diff --git a/README.rst b/README.rst
index ed1bf6d37..89eb3a6ab 100644
--- a/README.rst
+++ b/README.rst
@@ -210,11 +210,14 @@ Features
 - Define general settings in Settings context
 - Command line interface
 - Web-API via FastAPI
+- Rich UI features like wetterdienst explorer and `streamlit_app`_
 - Run SQL queries on the results
 - Export results to databases and other data sinks
 - Public Docker image
 - Interpolation and Summary of station values
 
+.. _streamlit_app: https://wetterdienst.streamlit.app
+
 Setup
 *****
 
diff --git a/poetry.lock b/poetry.lock
index 794c83ce6..e4cba80e8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -145,6 +145,30 @@ files = [
     {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
 ]
 
+[[package]]
+name = "altair"
+version = "5.1.1"
+description = "Vega-Altair: A declarative statistical visualization library for Python."
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "altair-5.1.1-py3-none-any.whl", hash = "sha256:bb421459b53c80ad45f2bd009c87da2a81165b8f7d5a90658e0fc1ffc741bf34"},
+    {file = "altair-5.1.1.tar.gz", hash = "sha256:ad6cd6983c8db69a34dd68e42653f6172b7fc3775b7190005107f1b4fc60d64d"},
+]
+
+[package.dependencies]
+jinja2 = "*"
+jsonschema = ">=3.0"
+numpy = "*"
+packaging = "*"
+pandas = ">=0.25"
+toolz = "*"
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+dev = ["anywidget", "black (<24)", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pyarrow (>=11)", "pytest", "pytest-cov", "ruff", "types-jsonschema", "types-setuptools", "vega-datasets", "vegafusion[embed] (>=1.4.0)", "vl-convert-python (>=0.13.0)"]
+doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
+
 [[package]]
 name = "ansi2html"
 version = "1.8.0"
@@ -608,6 +632,17 @@ webencodings = "*"
 [package.extras]
 css = ["tinycss2 (>=1.1.0,<1.2)"]
 
+[[package]]
+name = "blinker"
+version = "1.6.2"
+description = "Fast, simple object-to-object and broadcast signaling"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "blinker-1.6.2-py3-none-any.whl", hash = "sha256:c3d739772abb7bc2860abf5f2ec284223d9ad5c76da018234f6f50d6f31ab1f0"},
+    {file = "blinker-1.6.2.tar.gz", hash = "sha256:4afd3de66ef3a9f8067559fb7a1cbe555c17dcbe15971b05d1b625c3e7abe213"},
+]
+
 [[package]]
 name = "cachetools"
 version = "5.3.1"
@@ -1066,34 +1101,34 @@ test = ["createcoverage (>=1,<2)", "flake8 (>=4,<7)", "pytz", "setuptools (<57)"
 
 [[package]]
 name = "cryptography"
-version = "41.0.3"
+version = "41.0.4"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "cryptography-41.0.4-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:0d9409894f495d465fe6fda92cb70e8323e9648af912d5b9141d616df40a87b8"},
+    {file = "cryptography-41.0.4-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:8ac4f9ead4bbd0bc8ab2d318f97d85147167a488be0e08814a37eb2f439d5cf6"},
+    {file = "cryptography-41.0.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:047c4603aeb4bbd8db2756e38f5b8bd7e94318c047cfe4efeb5d715e08b49311"},
+    {file = "cryptography-41.0.4.tar.gz", hash = "sha256:7febc3094125fc126a7f6fb1f420d0da639f3f32cb15c8ff0dc3997c4549f51a"},
 ]
 
 [package.dependencies]
@@ -1603,13 +1638,13 @@ test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==23.1.0)", "coverage[toml] (>=6
 
 [[package]]
 name = "fasteners"
-version = "0.18"
+version = "0.19"
 description = "A python package that provides useful locks"
 optional = true
 python-versions = ">=3.6"
 files = [
-    {file = "fasteners-0.18-py3-none-any.whl", hash = "sha256:1d4caf5f8db57b0e4107d94fd5a1d02510a450dced6ca77d1839064c1bacf20c"},
-    {file = "fasteners-0.18.tar.gz", hash = "sha256:cb7c13ef91e0c7e4fe4af38ecaf6b904ec3f5ce0dda06d34924b6b74b869d953"},
+    {file = "fasteners-0.19-py3-none-any.whl", hash = "sha256:758819cb5d94cdedf4e836988b74de396ceacb8e2794d21f82d131fd9ee77237"},
+    {file = "fasteners-0.19.tar.gz", hash = "sha256:b4f37c3ac52d8a445af3a66bce57b33b5e90b97c696b7b984f530cf8f0ded09c"},
 ]
 
 [[package]]
@@ -1812,13 +1847,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2023.9.1"
+version = "2023.9.2"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2023.9.1-py3-none-any.whl", hash = "sha256:99a974063b6cced36cfaa61aa8efb05439c6fea2dafe65930e7ab46f9d2f8930"},
-    {file = "fsspec-2023.9.1.tar.gz", hash = "sha256:da8cfe39eeb65aaa69074d5e0e4bbc9b7ef72d69c0587a31cab981eefdb3da13"},
+    {file = "fsspec-2023.9.2-py3-none-any.whl", hash = "sha256:603dbc52c75b84da501b9b2ec8c11e1f61c25984c4a0dda1f129ef391fbfc9b4"},
+    {file = "fsspec-2023.9.2.tar.gz", hash = "sha256:80bfb8c70cc27b2178cc62a935ecf242fc6e8c3fb801f9c571fc01b1e715ba7d"},
 ]
 
 [package.extras]
@@ -1899,20 +1934,20 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.36"
+version = "3.1.37"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "GitPython-3.1.36-py3-none-any.whl", hash = "sha256:8d22b5cfefd17c79914226982bb7851d6ade47545b1735a9d010a2a4c26d8388"},
-    {file = "GitPython-3.1.36.tar.gz", hash = "sha256:4bb0c2a6995e85064140d31a33289aa5dce80133a23d36fcd372d716c54d3ebf"},
+    {file = "GitPython-3.1.37-py3-none-any.whl", hash = "sha256:5f4c4187de49616d710a77e98ddf17b4782060a1788df441846bddefbb89ab33"},
+    {file = "GitPython-3.1.37.tar.gz", hash = "sha256:f9b9ddc0761c125d5780eab2d64be4873fc6817c2899cbcb34b02344bdc7bc54"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
-test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-sugar", "virtualenv"]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-sugar"]
 
 [[package]]
 name = "greenlet"
@@ -2188,21 +2223,21 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.0.1"
+version = "6.1.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.0.1-py3-none-any.whl", hash = "sha256:134832a506243891221b88b4ae1213327eea96ceb4e407a00d790bb0626f45cf"},
-    {file = "importlib_resources-6.0.1.tar.gz", hash = "sha256:4359457e42708462b9626a04657c6208ad799ceb41e5c58c57ffa0e6a098a5d4"},
+    {file = "importlib_resources-6.1.0-py3-none-any.whl", hash = "sha256:aa50258bbfa56d4e33fbd8aa3ef48ded10d1735f11532b8df95388cc6bdb7e83"},
+    {file = "importlib_resources-6.1.0.tar.gz", hash = "sha256:9d48dcccc213325e810fd723e7fbb45ccb39f6cf5c31f00cf2b965f5f10f3cb9"},
 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
 
 [[package]]
 name = "influxdb"
@@ -2463,13 +2498,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.19.0"
+version = "4.19.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
-    {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
+    {file = "jsonschema-4.19.1-py3-none-any.whl", hash = "sha256:cd5f1f9ed9444e554b38ba003af06c0a8c2868131e56bfbef0550fb450c0330e"},
+    {file = "jsonschema-4.19.1.tar.gz", hash = "sha256:ec84cc37cfa703ef7cd4928db24f9cb31428a5d0fa77747b8b51a847458e0bbf"},
 ]
 
 [package.dependencies]
@@ -3061,6 +3096,30 @@ html5 = ["html5lib"]
 htmlsoup = ["BeautifulSoup4"]
 source = ["Cython (>=0.29.35)"]
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
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+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
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+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
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 version = "2.1.3"
@@ -3204,6 +3263,17 @@ files = [
 [package.dependencies]
 traitlets = "*"
 
+[[package]]
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+version = "0.1.2"
+description = "Markdown URL utilities"
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 version = "3.2.2"
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 [[package]]
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+]
+
 [[package]]
 name = "psutil"
 version = "5.9.5"
@@ -4420,6 +4530,25 @@ typing-extensions = ">=4.2.0"
 dotenv = ["python-dotenv (>=0.10.4)"]
 email = ["email-validator (>=1.0.3)"]
 
+[[package]]
+name = "pydeck"
+version = "0.8.0"
+description = "Widget for deck.gl maps"
+optional = true
+python-versions = ">=3.7"
+files = [
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+[package.dependencies]
+jinja2 = ">=2.10.1"
+numpy = ">=1.16.4"
+
+[package.extras]
+carto = ["pydeck-carto"]
+jupyter = ["ipykernel (>=5.1.2)", "ipython (>=5.8.0)", "ipywidgets (>=7,<8)", "traitlets (>=4.3.2)"]
+
 [[package]]
 name = "pygments"
 version = "2.16.1"
@@ -4468,13 +4597,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf"
-version = "3.16.0"
+version = "3.16.2"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
@@ -4489,36 +4618,38 @@ image = ["Pillow (>=8.0.0)"]
 
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+version = "3.6.1"
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 [package.dependencies]
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 ]
 
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+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = true
+python-versions = ">=3.7.0"
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+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
 [[package]]
 name = "rpds-py"
 version = "0.10.3"
@@ -5261,37 +5410,37 @@ files = [
 
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 name = "scikit-learn"
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 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.8"
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 joblib = ">=1.1.1"
-numpy = ">=1.17.3"
+numpy = ">=1.17.3,<2.0"
 scipy = ">=1.5.0"
 threadpoolctl = ">=2.0.0"
 
@@ -5392,24 +5541,25 @@ testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jar
 
 [[package]]
 name = "setuptools-scm"
-version = "7.1.0"
+version = "8.0.3"
 description = "the blessed package to manage your versions by scm tags"
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-python-versions = ">=3.7"
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 [package.dependencies]
-packaging = ">=20.0"
+packaging = ">=20"
 setuptools = "*"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
-typing-extensions = "*"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
+typing-extensions = {version = "*", markers = "python_version < \"3.11\""}
 
 [package.extras]
-test = ["pytest (>=6.2)", "virtualenv (>20)"]
-toml = ["setuptools (>=42)"]
+docs = ["entangled-cli[rich]", "mkdocs", "mkdocs-entangled-plugin", "mkdocs-material", "mkdocstrings[python]", "pygments"]
+rich = ["rich"]
+test = ["pytest", "rich", "virtualenv (>20)"]
 
 [[package]]
 name = "shapely"
@@ -5478,13 +5628,13 @@ files = [
 
 [[package]]
 name = "smmap"
-version = "5.0.0"
+version = "5.0.1"
 description = "A pure Python implementation of a sliding window memory map manager"
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-python-versions = ">=3.6"
+python-versions = ">=3.7"
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 [[package]]
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 [[package]]
 name = "sqlalchemy"
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+version = "2.0.21"
 description = "Database Abstraction Library"
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+    {file = "SQLAlchemy-2.0.21-cp39-cp39-win32.whl", hash = "sha256:f9fefd6298433b6e9188252f3bff53b9ff0443c8fde27298b8a2b19f6617eeb9"},
+    {file = "SQLAlchemy-2.0.21-cp39-cp39-win_amd64.whl", hash = "sha256:2e617727fe4091cedb3e4409b39368f424934c7faa78171749f704b49b4bb4ce"},
+    {file = "SQLAlchemy-2.0.21-py3-none-any.whl", hash = "sha256:ea7da25ee458d8f404b93eb073116156fd7d8c2a776d8311534851f28277b4ce"},
+    {file = "SQLAlchemy-2.0.21.tar.gz", hash = "sha256:05b971ab1ac2994a14c56b35eaaa91f86ba080e9ad481b20d99d77f381bb6258"},
 ]
 
 [package.dependencies]
@@ -5901,6 +6051,45 @@ typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""
 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
 
+[[package]]
+name = "streamlit"
+version = "1.27.0"
+description = "A faster way to build and share data apps"
+optional = true
+python-versions = ">=3.8, !=3.9.7"
+files = [
+    {file = "streamlit-1.27.0-py2.py3-none-any.whl", hash = "sha256:7488d4e22689d04f40449a1de521ba252ae95a5fbb5f5c606df16a4e16048b47"},
+    {file = "streamlit-1.27.0.tar.gz", hash = "sha256:59a704195bbc669c794ddfcc3818480d9b9c2a282c02b48aa6e6de4b1c38d0a0"},
+]
+
+[package.dependencies]
+altair = ">=4.0,<6"
+blinker = ">=1.0.0,<2"
+cachetools = ">=4.0,<6"
+click = ">=7.0,<9"
+gitpython = ">=3.0.7,<3.1.19 || >3.1.19,<4"
+importlib-metadata = ">=1.4,<7"
+numpy = ">=1.19.3,<2"
+packaging = ">=16.8,<24"
+pandas = ">=1.3.0,<3"
+pillow = ">=7.1.0,<10"
+protobuf = ">=3.20,<5"
+pyarrow = ">=6.0"
+pydeck = ">=0.8.0b4,<1"
+python-dateutil = ">=2.7.3,<3"
+requests = ">=2.18,<3"
+rich = ">=10.14.0,<14"
+tenacity = ">=8.1.0,<9"
+toml = ">=0.10.1,<2"
+tornado = ">=6.0.3,<7"
+typing-extensions = ">=4.1.0,<5"
+tzlocal = ">=1.1,<6"
+validators = ">=0.2,<1"
+watchdog = {version = ">=2.1.5", markers = "platform_system != \"Darwin\""}
+
+[package.extras]
+snowflake = ["snowflake-snowpark-python"]
+
 [[package]]
 name = "surrogate"
 version = "0.1"
@@ -6034,6 +6223,17 @@ files = [
     {file = "tokenize_rt-5.2.0.tar.gz", hash = "sha256:9fe80f8a5c1edad2d3ede0f37481cc0cc1538a2f442c9c2f9e4feacd2792d054"},
 ]
 
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+optional = true
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -6160,13 +6360,13 @@ wsproto = ">=0.14"
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
@@ -6180,6 +6380,23 @@ files = [
     {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
 ]
 
+[[package]]
+name = "tzlocal"
+version = "5.0.1"
+description = "tzinfo object for the local timezone"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "tzlocal-5.0.1-py3-none-any.whl", hash = "sha256:f3596e180296aaf2dbd97d124fe76ae3a0e3d32b258447de7b939b3fd4be992f"},
+    {file = "tzlocal-5.0.1.tar.gz", hash = "sha256:46eb99ad4bdb71f3f72b7d24f4267753e240944ecfc16f25d2719ba89827a803"},
+]
+
+[package.dependencies]
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+devenv = ["black", "check-manifest", "flake8", "pyroma", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
+
 [[package]]
 name = "uncertainties"
 version = "3.1.7"
@@ -6319,6 +6536,45 @@ files = [
 docs = ["Sphinx (>=1.8.1)", "docutils", "pylons-sphinx-themes (>=1.0.9)"]
 testing = ["coverage (>=5.0)", "pytest", "pytest-cover"]
 
+[[package]]
+name = "watchdog"
+version = "3.0.0"
+description = "Filesystem events monitoring"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "watchdog-3.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:336adfc6f5cc4e037d52db31194f7581ff744b67382eb6021c868322e32eef41"},
+    {file = "watchdog-3.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a70a8dcde91be523c35b2bf96196edc5730edb347e374c7de7cd20c43ed95397"},
+    {file = "watchdog-3.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:adfdeab2da79ea2f76f87eb42a3ab1966a5313e5a69a0213a3cc06ef692b0e96"},
+    {file = "watchdog-3.0.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:2b57a1e730af3156d13b7fdddfc23dea6487fceca29fc75c5a868beed29177ae"},
+    {file = "watchdog-3.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7ade88d0d778b1b222adebcc0927428f883db07017618a5e684fd03b83342bd9"},
+    {file = "watchdog-3.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7e447d172af52ad204d19982739aa2346245cc5ba6f579d16dac4bfec226d2e7"},
+    {file = "watchdog-3.0.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:9fac43a7466eb73e64a9940ac9ed6369baa39b3bf221ae23493a9ec4d0022674"},
+    {file = "watchdog-3.0.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:8ae9cda41fa114e28faf86cb137d751a17ffd0316d1c34ccf2235e8a84365c7f"},
+    {file = "watchdog-3.0.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:25f70b4aa53bd743729c7475d7ec41093a580528b100e9a8c5b5efe8899592fc"},
+    {file = "watchdog-3.0.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4f94069eb16657d2c6faada4624c39464f65c05606af50bb7902e036e3219be3"},
+    {file = "watchdog-3.0.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7c5f84b5194c24dd573fa6472685b2a27cc5a17fe5f7b6fd40345378ca6812e3"},
+    {file = "watchdog-3.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3aa7f6a12e831ddfe78cdd4f8996af9cf334fd6346531b16cec61c3b3c0d8da0"},
+    {file = "watchdog-3.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:233b5817932685d39a7896b1090353fc8efc1ef99c9c054e46c8002561252fb8"},
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+    {file = "watchdog-3.0.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:8f3ceecd20d71067c7fd4c9e832d4e22584318983cabc013dbf3f70ea95de346"},
+    {file = "watchdog-3.0.0-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:c9d8c8ec7efb887333cf71e328e39cffbf771d8f8f95d308ea4125bf5f90ba64"},
+    {file = "watchdog-3.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:0e06ab8858a76e1219e68c7573dfeba9dd1c0219476c5a44d5333b01d7e1743a"},
+    {file = "watchdog-3.0.0-py3-none-manylinux2014_armv7l.whl", hash = "sha256:d00e6be486affb5781468457b21a6cbe848c33ef43f9ea4a73b4882e5f188a44"},
+    {file = "watchdog-3.0.0-py3-none-manylinux2014_i686.whl", hash = "sha256:c07253088265c363d1ddf4b3cdb808d59a0468ecd017770ed716991620b8f77a"},
+    {file = "watchdog-3.0.0-py3-none-manylinux2014_ppc64.whl", hash = "sha256:5113334cf8cf0ac8cd45e1f8309a603291b614191c9add34d33075727a967709"},
+    {file = "watchdog-3.0.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:51f90f73b4697bac9c9a78394c3acbbd331ccd3655c11be1a15ae6fe289a8c83"},
+    {file = "watchdog-3.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:ba07e92756c97e3aca0912b5cbc4e5ad802f4557212788e72a72a47ff376950d"},
+    {file = "watchdog-3.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:d429c2430c93b7903914e4db9a966c7f2b068dd2ebdd2fa9b9ce094c7d459f33"},
+    {file = "watchdog-3.0.0-py3-none-win32.whl", hash = "sha256:3ed7c71a9dccfe838c2f0b6314ed0d9b22e77d268c67e015450a29036a81f60f"},
+    {file = "watchdog-3.0.0-py3-none-win_amd64.whl", hash = "sha256:4c9956d27be0bb08fc5f30d9d0179a855436e655f046d288e2bcc11adfae893c"},
+    {file = "watchdog-3.0.0-py3-none-win_ia64.whl", hash = "sha256:5d9f3a10e02d7371cd929b5d8f11e87d4bad890212ed3901f9b4d68767bee759"},
+    {file = "watchdog-3.0.0.tar.gz", hash = "sha256:4d98a320595da7a7c5a18fc48cb633c2e73cda78f93cac2ef42d42bf609a33f9"},
+]
+
+[package.extras]
+watchmedo = ["PyYAML (>=3.10)"]
+
 [[package]]
 name = "wcwidth"
 version = "0.2.6"
@@ -6505,13 +6761,13 @@ files = [
 
 [[package]]
 name = "xlsxwriter"
-version = "3.1.3"
+version = "3.1.4"
 description = "A Python module for creating Excel XLSX files."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "XlsxWriter-3.1.3-py3-none-any.whl", hash = "sha256:b1fde9b60dc25fff589f3baf58e95178048ba87a7916d45f6e3bce4a61f56e64"},
-    {file = "XlsxWriter-3.1.3.tar.gz", hash = "sha256:696c16458d50712a3a5f902676c045ddb4c1bd1b54595f501e582d549abdbdb9"},
+    {file = "XlsxWriter-3.1.4-py3-none-any.whl", hash = "sha256:29c7bf5ade4de1f0bb487882eb45d4845eebc3ff72a68b2090df94d83e10b92e"},
+    {file = "XlsxWriter-3.1.4.tar.gz", hash = "sha256:f4b1b1ba046b50aefc0b634d465bce5bf8497530bc8625e216cf30a84ed97a46"},
 ]
 
 [[package]]
@@ -6662,17 +6918,17 @@ jupyter = ["ipytree (>=0.2.2)", "ipywidgets (>=8.0.0)", "notebook"]
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
@@ -6691,8 +6947,9 @@ radar = ["h5py"]
 radarplus = ["wradlib", "xradar"]
 restapi = ["fastapi", "httpx", "uvicorn"]
 sql = ["duckdb"]
+streamlit = ["streamlit"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.9,<3.12"
-content-hash = "180b9a7dc07c5fcce3aeb1ccbd3149f800f7cd5d0b657858036d798c06f7e603"
+python-versions = "^3.9,!=3.9.7,<3.12"
+content-hash = "710495246e531555c4bbfbc6af9e30410bdb5733c18d0d9e138298b77b093fe0"
diff --git a/pyproject.toml b/pyproject.toml
index 4ed7aeb8a..559f5d0bc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -99,7 +99,7 @@ classifiers = [
 "Releases" = "https://github.com/earthobservations/wetterdienst/releases"
 
 [tool.poetry.dependencies]
-python = "^3.9,<3.12"
+python = "^3.9,!=3.9.7,<3.12"
 
 aenum = "^3.0"
 aiohttp = "^3.8.1"
@@ -155,6 +155,7 @@ psycopg2-binary                 = { version = "^2.8", optional = true }  # Expor
 scipy                           = { version = "^1.9", optional = true }  # Interpolation feature.
 shapely                         = { version = "^2.0", optional = true }  # Interpolation feature.
 sqlalchemy                      = { version = "^2.0", optional = true }  # Export feature.
+streamlit                       = { version = "^1.27.0", optional = true }  # Streamlit app
 utm                             = { version = "^0.7", optional = true }  # Interpolation feature.
 uvicorn                         = { version = "^0.14", optional = true }  # HTTP REST API feature.
 wradlib                         = { version = "^1.19", optional = true }  # Radar feature.
@@ -228,6 +229,7 @@ radar               = ["h5py"]
 radarplus           = ["pybufrkit", "wradlib", "xradar"]
 restapi             = ["fastapi", "httpx", "uvicorn"]
 sql                 = ["duckdb"]
+streamlit           = ["streamlit"]
 
 [tool.poetry.scripts]
 wetterdienst = 'wetterdienst.ui.cli:cli'
@@ -310,6 +312,8 @@ coverage-parallel = "pytest --cov=wetterdienst --numprocesses=auto -m 'not (expl
 update = "poetry update"
 citation = "python -m tools.citation"
 
+stlit = "streamlit run ./wetterdienst/ui/stlit.py"
+
 [tool.pytest.ini_options]
 addopts = "-rsfEX -p pytester --strict-markers --verbosity=3 --webdriver=Firefox --headless"
 #log_cli = true
diff --git a/wetterdienst/ui/streamlit/__init__.py b/wetterdienst/ui/streamlit/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/wetterdienst/ui/streamlit/app.py b/wetterdienst/ui/streamlit/app.py
new file mode 100644
index 000000000..86e3433ce
--- /dev/null
+++ b/wetterdienst/ui/streamlit/app.py
@@ -0,0 +1,87 @@
+# -*- coding: utf-8 -*-
+# Copyright (C) 2018-2023, earthobservations developers.
+# Distributed under the MIT License. See LICENSE for more info.
+import plotly.express as px
+import polars as pl
+import streamlit
+import streamlit as st
+
+from wetterdienst.provider.dwd.observation import DwdObservationRequest
+
+request = DwdObservationRequest("climate_summary", "daily")
+
+
+@streamlit.cache_data
+def get_dwd_observation_stations():
+    return request.all().df
+
+
+@streamlit.cache_data
+def get_dwd_observation_station(station_id):
+    return request.filter_by_station_id(station_id)
+
+
+@streamlit.cache_data
+def get_dwd_observation_station_values(station_id):
+    return get_dwd_observation_station(station_id).values.all()
+
+
+def main():
+    """Small streamlit app for accessing German climate stations by DWD"""
+    st.title("Wetterdienst - Data Tool")
+
+    st.subheader("Introduction")
+    st.markdown(
+        """
+        This is a streamlit app based on the [wetterdienst](https://github.com/earthobservations/wetterdienst) 
+        library that allows analysis of German climate stations (internally phrased "climate summary") by
+        the [German Weather Service (DWD)](https://www.dwd.de/). There are over 1_500 climate stations in Germany and
+        all of the data can be accessed freely thanks to the open data initiative. The app enables you to select any 
+        of the stations (by station id or name), download its data (as CSV) and get visualizations of it. 
+        """
+    )
+    st.markdown("Here's a map of all stations:")
+    st.map(get_dwd_observation_stations(), latitude="latitude", longitude="longitude")
+
+    st.subheader("Select")
+    station = st.selectbox(
+        "Select climate station",
+        options=get_dwd_observation_stations().sort("name").rows(named=True),
+        format_func=lambda s: f"{s['name']} [{s['station_id']}]",
+    )
+    if station:
+        st.map(get_dwd_observation_station(station["station_id"]).df)
+
+    st.subheader("DataFrame")
+    df = pl.DataFrame()
+    if station:
+        df = get_dwd_observation_station_values(station["station_id"]).df
+        st.dataframe(df, hide_index=True, use_container_width=True)
+        st.download_button("Download CSV", df.write_csv(), "data.csv", "text/csv")
+
+    st.subheader("Plot")
+    parameters = st.multiselect("Select parameters", options=df.get_column("parameter").unique().sort().to_list())
+    if parameters:
+        fig = px.scatter(
+            df.filter(pl.col("parameter").is_in(parameters)),
+            x="date",
+            y="value",
+            color="parameter",
+            facet_row="parameter",
+        )
+        fig.update_layout(
+            showlegend=False,  # Hide the legend
+            height=400 * len(parameters),  # plot height times parameters
+        )
+        fig.update_yaxes(matches=None)
+        # Update y-axis titles to use facet labels and remove subplot titles
+        for i, annotation in enumerate(fig.layout.annotations):
+            axis_name = f"yaxis{i + 1}"
+            if axis_name in fig.layout:
+                fig.layout[axis_name].title.text = annotation.text
+            annotation.text = ""
+        st.plotly_chart(fig)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/wetterdienst/ui/streamlit/requirements.txt b/wetterdienst/ui/streamlit/requirements.txt
new file mode 100644
index 000000000..b30ece9f9
--- /dev/null
+++ b/wetterdienst/ui/streamlit/requirements.txt
@@ -0,0 +1,2 @@
+wetterdienst
+plotly
\ No newline at end of file