From d48201595ff846f726fbe9a66dbb02f96e876425 Mon Sep 17 00:00:00 2001
From: Sebastian <94404394+SeZett@users.noreply.github.com>
Date: Fri, 18 Aug 2023 21:17:57 +0200
Subject: [PATCH 01/10] Create Meeting_2023-08-17.md

---
 .../meeting-notes/Meeting_2023-08-17.md       | 43 +++++++++++++++++++
 1 file changed, 43 insertions(+)
 create mode 100644 documentations/meeting-notes/Meeting_2023-08-17.md

diff --git a/documentations/meeting-notes/Meeting_2023-08-17.md b/documentations/meeting-notes/Meeting_2023-08-17.md
new file mode 100644
index 0000000..6e26352
--- /dev/null
+++ b/documentations/meeting-notes/Meeting_2023-08-17.md
@@ -0,0 +1,43 @@
+# Weekly: 17.08.2023
+
+## Teilnehmer
+- Prof. Arinir
+- Tristan Nolde
+- Tim Ronneburg
+- Kim Mesewinkel-Risse
+- Phillip Horstenkamp
+- Sebastian Zeleny (Protokollant)
+
+## Themen
+
+- Welche Services laufen aktuell auf dem Uni-Cluster?
+    - MongoDB und Postgres mit personalisiertem Zugang über VPN
+    - **Requirement:** Das Frontend bzw. Visualisierung soll auf dem Cluster laufen, wofür ein Login erwünscht ist, wie z.B. SSO
+      - die Services (Text Mining, NER, Sentiment) sollten auch dem Cluster laufen
+      - Wo sollen CI/CD laufen?
+      - benötigt werden 2-3 Container für Worker und Services
+- ProductionDB:
+    - DB "transparenzregister" für Produktiveinsatz
+    - persönliche DB "DB_*Name*" für Development
+    - Erklärung des Postgres Connectors, welcher die SQL-Alchemy Klassen verwendet, um Tabellen zu erstellen
+    - Erklärung wie der Connection-String mit dem JsonConfigProvider und der secret.json erzeugt wird
+ - UI:
+     - Vorstellung der ersten Visualisierung mit Plotly und Anbindung an ProductionDB
+     - Dash startet im Hintergrund einen http-Server, welcher über den Port 8050 erreichbar ist
+     - Dash wird für das Dashboarding verwendet und wird (bei Bedarf) durch weitere Komponenten erweitert
+ - Abschluß des PoC und Umsetzung der bestehenden Architektur
+  
+
+## Abgeleitete Action Items
+
+| Action Item | Verantwortlicher | Deadline        |
+|-------------|------------------|-----------------|
+| Anfrage nach Serverressourcen für 2-3 Container bei Prof. Gawron    | Prof. Arinir  | nächstes Weekly |
+| Repo-Struktur dokumentieren   | Phillip, Tristan  | nächstes Weekly |
+| Anlegen von MongoDB-Instanzen für NER und Sentiment   | Tristan  | nächstes Weekly |
+| NER für News   | Sebastian  | nächstes Weekly |
+| Beispiel für MongoConnector   | Sebastian  | nächstes Weekly |
+| Script um News auf Uni-Cluster zu dumpen   | Tristan  | nächstes Weekly |
+| Finanzdaten aus Bundesanzeiger   | Tristan  | nächstes Weekly |
+| Plotly Frontend weiterentwickeln   | Kim, Tim  | nächstes Weekly |
+| Refactoring der SQL-Alchemy Klassen   | Phillip  | nächstes Weekly |

From 82979b19810dc64fddf274ccea84183d9aa0168d Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Sun, 20 Aug 2023 13:03:06 +0200
Subject: [PATCH 02/10] Expanded a bit on the installation of the project.

---
 CONTRIBUTING.md | 118 +++++++++++++++++++++++++-----------------------
 1 file changed, 61 insertions(+), 57 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index a131898..71ba65a 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,70 +1,74 @@
 # Contribution guidelines
 
+## Dev Setup
 
-## Code style
-
-We defined to use the following formats:
-- Whitespace Formatting by [Black](https://github.com/psf/black)
-- Docstrings Style see the examples provided by [sphinx napoleon](https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html) Types in the docstrings are optional but should be consistent per module.
-- Import Order by [isort](https://pycqa.github.io/isort/)
-- Strict Typing of function headers see the examples provided by the [mypy](https://mypy.readthedocs.io/en/stable/cheat_sheet_py3.html) documentation.
-
-## Language
-
-We decided to use english on everything close to code but will write longer texts that are not close to the code in german.
-
-## Pre-Commit installation
-
-- clone the project
-- install the following python package:
-  - `pre-commit`
-
-- execute the command `pre-commit install` to insert the git githook into your local repository.
-  - for more information read [Python Pre-Commit](https://pre-commit.com/)
-  - the following code format rules are so enforced:
-    - Whitespace formatierung:
-      - Python-[Black](https://github.com/psf/black)
-      - leading whitespace in all files
-      - Auto format: yaml, toml, ini
-    - Import norm by:
-      - [isort](https://pycqa.github.io/isort/)
-      - absolut module path
-    - Validierung:
-      - yaml, toml, json, xml
-      - Secret detection
-      - python normen ([pep8](https://peps.python.org/pep-0008/)) with [flake8](https://flake8.pycqa.org/en/latest/)
-      - type checking with ([mypy](https://github.com/python/mypy))
-
-- Install [Python 3.11](https://www.python.org/downloads/release/python-3111/)
-- Install Poetry
-```
-pip install poetry
-```
-- Install dependencies
-```
-poetry install
-```
+- [Install Python 3.11](https://www.python.org/downloads/release/python-3111/)
+- [Install Poetry](https://python-poetry.org/docs/#installation)
+- [Install GiT](https://git-scm.com/book/en/v2/Getting-Started-Installing-Git)
+- [Configure GiT](https://support.atlassian.com/bitbucket-cloud/docs/configure-your-dvcs-username-for-commits/)
+- [Generate an SSH Key](https://docs.github.com/en/authentication/connecting-to-github-with-ssh/generating-a-new-ssh-key-and-adding-it-to-the-ssh-agent) & [Add SSH Key to GitHub](https://docs.github.com/en/authentication/connecting-to-github-with-ssh/adding-a-new-ssh-key-to-your-github-account)
+- [Clone the Project (IDE Specific)](https://docs.github.com/de/repositories/creating-and-managing-repositories/cloning-a-repository)
+- [Install the python Project](https://python-poetry.org/docs/basic-usage/#installing-dependencies)
+- [Install pre-commit](https://pre-commit.com/#install)
 
 ## Setup
 
 ### Connection strings
+
 Create a `secrets.json` in the root of this repo with the following structure (values to be replaces by desired config):
+
 ```json
    {
-    "postgres": {
-      "username": "postgres",
-      "password": "postgres",
-      "host": "localhost",
-      "database": "postgres",
-      "port": 5432
-    },
-    "mongo": {
-      "username": "username",
-      "password": "password",
-      "host": "localhost",
-      "database": "transparenzregister",
-      "port": 27017
-    }
+  "postgres": {
+    "username": "postgres",
+    "password": "postgres",
+    "host": "localhost",
+    "database": "postgres",
+    "port": 5432
+  },
+  "mongo": {
+    "username": "username",
+    "password": "password",
+    "host": "localhost",
+    "database": "transparenzregister",
+    "port": 27017
   }
+}
 ```
+
 Example usage see [connector.py](./src/aki_prj23_transparenzregister/utils/postgres/connector.py)
+
+## Code style
+
+We defined to use the following formats:
+
+- Whitespace Formatting by [Black](https://github.com/psf/black)
+- Docstrings Style see the examples provided
+  by [sphinx napoleon](https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html) Types in the
+  docstrings are optional but should be consistent per module.
+- Import Order by [isort](https://pycqa.github.io/isort/)
+- Strict Typing of function headers see the examples provided by
+  the [mypy](https://mypy.readthedocs.io/en/stable/cheat_sheet_py3.html) documentation.
+
+## Language
+
+We decided to use english on everything close to code but will write longer texts that are not close to the code in
+german.
+
+## Pre-Commit Usage
+
+- the following code format rules are so enforced:
+    - Whitespace formatting:
+        - Python-[Black](https://github.com/psf/black)
+        - leading whitespace in all files
+        - Auto format: yaml, toml, ini
+    - Import norm by:
+        - [isort](https://pycqa.github.io/isort/)
+        - absolut module path
+    - Validation:
+        - yaml, toml, json, xml
+        - Secret detection
+        - python norms ([pep8](https://peps.python.org/pep-0008/))
+          with [ruff](https://github.com/astral-sh/ruff)
+        - type checking with ([mypy](https://github.com/python/mypy))
+- for more information read [Python Pre-Commit](https://pre-commit.com/)

From ba30ba2cc53710a1d1d71d49440dd7cde58b1bb8 Mon Sep 17 00:00:00 2001
From: KM-R <129882581+KM-R@users.noreply.github.com>
Date: Mon, 21 Aug 2023 21:30:19 +0200
Subject: [PATCH 03/10] Viz: Company stats (#64)

First connection to Postgres database and creating dashboard with
dropdown and table

---------

Co-authored-by: Tim <tim.ronneburg@outlook.de>
Co-authored-by: Philipp Horstenkamp <philipp@horstenkamp.de>
Co-authored-by: Sebastian <94404394+SeZett@users.noreply.github.com>
---
 .../ui/company_stats_dash.py                  | 29 +++++++++++++++----
 1 file changed, 24 insertions(+), 5 deletions(-)

diff --git a/src/aki_prj23_transparenzregister/ui/company_stats_dash.py b/src/aki_prj23_transparenzregister/ui/company_stats_dash.py
index e069c2f..2a46147 100644
--- a/src/aki_prj23_transparenzregister/ui/company_stats_dash.py
+++ b/src/aki_prj23_transparenzregister/ui/company_stats_dash.py
@@ -1,9 +1,8 @@
 """Dash."""
 
 import pandas as pd
-from dash import Dash, dash_table
+from dash import Dash, Input, Output, callback, dash_table, dcc, html
 
-# from ..utils.postgres.connector import get_engine, init_db
 from aki_prj23_transparenzregister.utils.postgres import entities
 from aki_prj23_transparenzregister.utils.postgres.connector import (
     get_session,
@@ -16,9 +15,29 @@ if __name__ == "__main__":
     companies_df: pd.DataFrame = pd.read_sql(str(query), session.bind)  # type: ignore
     app = Dash(__name__)
 
-    app.layout = dash_table.DataTable(
-        companies_df.to_dict("records"),
-        [{"name": i, "id": i} for i in companies_df.columns],
+    app.layout = html.Div(
+        [
+            html.H1(children="Company Data", style={"textAlign": "center"}),
+            html.Div(
+                [
+                    dcc.Dropdown(
+                        companies_df.company_name.unique(),
+                        "Firma 1",
+                        id="dropdown-selection",
+                    ),
+                ]
+            ),
+            html.Div(id="data_table"),
+        ]
     )
 
+    @callback(Output("data_table", "children"), Input("dropdown-selection", "value"))
+    def display_table(value: str) -> dash_table:
+        """Output table with company stats based on dropdown value."""
+        dff = companies_df[companies_df.company_name == value]
+        return dash_table.DataTable(
+            data=dff.to_dict("records"),
+            columns=[{"id": c, "name": c} for c in companies_df.columns],
+        )
+
     app.run(debug=True)

From 06e59b8061869b1fae5485701cdfdec99f67edd3 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Thu, 24 Aug 2023 17:23:19 +0200
Subject: [PATCH 04/10] Changes to the database (#67)

In this PR are pruposed changed that come up when i started the data
migration.
Plese review them an approve and disaprove.
---
 .../utils/enumy_types.py                      | 28 +++++-----
 .../utils/postgres/connector.py               |  6 ++-
 .../utils/postgres/entities.py                | 51 ++++++++++---------
 tests/config/__init__.py                      |  1 -
 tests/utils/mongo/__init__.py                 |  1 -
 tests/utils/postgres/__init__.py              |  1 -
 tests/utils/postgres/connector_test.py        |  3 +-
 tests/utils/postgres/entities_test.py         |  2 +-
 8 files changed, 44 insertions(+), 49 deletions(-)
 delete mode 100644 tests/config/__init__.py
 delete mode 100644 tests/utils/mongo/__init__.py
 delete mode 100644 tests/utils/postgres/__init__.py

diff --git a/src/aki_prj23_transparenzregister/utils/enumy_types.py b/src/aki_prj23_transparenzregister/utils/enumy_types.py
index e8edbf0..30901de 100644
--- a/src/aki_prj23_transparenzregister/utils/enumy_types.py
+++ b/src/aki_prj23_transparenzregister/utils/enumy_types.py
@@ -2,15 +2,20 @@
 import enum
 
 
-class RelationTypeEnum(enum.Enum):
+class RelationTypeEnum(enum.IntEnum):
     """RelationTypeEnum."""
 
-    executive = "Executive"
-    auditor = "Auditor"
-    supervisory_board = "Supervisory_Board"
-    managing_director = "Managing_Directory"
-    authorized_representative = "Authorized_Representative"
-    final_auditor = "Final_Auditor"
+    EXECUTIVE = enum.auto()
+    AUDITOR = enum.auto()
+    SUPERVISORY_BOARD = enum.auto()
+    MANAGING_DIRECTOR = enum.auto()
+    AUTHORIZED_REPRESENTATIVE = enum.auto()
+    FINAL_AUDITOR = enum.auto()
+
+    PARTICIPATES_WITH = enum.auto()
+    HAS_SHARES_OF = enum.auto()
+    IS_SUPPLIED_BY = enum.auto()
+    WORKS_WITH = enum.auto()
 
 
 class SentimentTypeEnum(enum.Enum):
@@ -20,12 +25,3 @@ class SentimentTypeEnum(enum.Enum):
     sustainability = "sustainability"
     environmental_aspects = "environmental_aspects"
     perception = "perception"
-
-
-class RelationTypeCompanyEnum(enum.Enum):
-    """RelationTypeCompanyEnum."""
-
-    participates_with = "participates_with"
-    has_shares_of = "has_shares_of"
-    is_supplied_by = "is_supplied_by"
-    works_with = "works_with"
diff --git a/src/aki_prj23_transparenzregister/utils/postgres/connector.py b/src/aki_prj23_transparenzregister/utils/postgres/connector.py
index 5fab529..5b41fac 100644
--- a/src/aki_prj23_transparenzregister/utils/postgres/connector.py
+++ b/src/aki_prj23_transparenzregister/utils/postgres/connector.py
@@ -1,11 +1,10 @@
 """Module containing connection utils for PostgreSQL DB."""
 from sqlalchemy import create_engine
 from sqlalchemy.engine import URL, Engine
-from sqlalchemy.orm import Session, sessionmaker
+from sqlalchemy.orm import Session, declarative_base, sessionmaker
 
 from aki_prj23_transparenzregister.config.config_providers import JsonFileConfigProvider
 from aki_prj23_transparenzregister.config.config_template import PostgreConnectionString
-from aki_prj23_transparenzregister.utils.postgres.entities import Base
 
 
 def get_engine(conn_args: PostgreConnectionString) -> Engine:
@@ -34,6 +33,9 @@ def get_session() -> Session:  # pragma: no cover
     return session()
 
 
+Base = declarative_base()
+
+
 def init_db() -> None:
     """Initialize DB with all defined entities."""
     config_provider = JsonFileConfigProvider("./secrets.json")
diff --git a/src/aki_prj23_transparenzregister/utils/postgres/entities.py b/src/aki_prj23_transparenzregister/utils/postgres/entities.py
index 53b2a36..c398325 100644
--- a/src/aki_prj23_transparenzregister/utils/postgres/entities.py
+++ b/src/aki_prj23_transparenzregister/utils/postgres/entities.py
@@ -1,20 +1,15 @@
 """ORM entities for Prod. DB."""
-import uuid
 from datetime import datetime
 
 import sqlalchemy as sa
-from sqlalchemy.orm import (
-    declarative_base,
-)
 
 from aki_prj23_transparenzregister.utils.enumy_types import (
-    RelationTypeCompanyEnum,
     RelationTypeEnum,
     SentimentTypeEnum,
 )
+from aki_prj23_transparenzregister.utils.postgres.connector import Base
 
 # # create an object *district_court* which inherits attributes from Base-class
-Base = declarative_base()
 
 
 class DistrictCourt(Base):
@@ -22,9 +17,9 @@ class DistrictCourt(Base):
 
     __tablename__ = "district_court"
 
-    id = sa.Column(sa.Integer, primary_key=True)
+    id = sa.Column(sa.Integer, primary_key=True, autoincrement=True)
     city = sa.Column(sa.String(100), nullable=False)
-    name = sa.Column(sa.String(100), nullable=False)
+    name = sa.Column(sa.String(100), nullable=False, unique=True)
 
 
 class Company(Base):
@@ -37,7 +32,7 @@ class Company(Base):
         sa.UniqueConstraint("hr", "court_id"),
     )
 
-    id = sa.Column(sa.String, primary_key=True, default=uuid.uuid4, unique=True)
+    id = sa.Column(sa.Integer, primary_key=True, autoincrement=True)
     hr = sa.Column(sa.Integer, nullable=False)
     court_id = sa.Column(
         sa.Integer,
@@ -51,14 +46,14 @@ class Company(Base):
     sector = sa.Column(sa.String(100), nullable=False)
 
 
-class Finance(Base):
+class AnnualFinanceStatement(Base):
     """Finance."""
 
-    __tablename__ = "finance"
+    __tablename__ = "annual_finance_statement"
 
     id = sa.Column(sa.Integer, primary_key=True)
     company_id = sa.Column(sa.String, sa.ForeignKey("company.id"))
-    date = sa.Column(sa.DateTime(timezone=True), default=datetime.now)
+    date = sa.Column(sa.DateTime(timezone=True), nullable=False)
     total_volume = sa.Column(sa.Float)
     ebit = sa.Column(sa.Float)
     ebitda = sa.Column(sa.Float)
@@ -103,36 +98,42 @@ class Person(Base):
     works_for = sa.Column(sa.String(100))
 
 
+class Relation(Base):
+    """A super table containing all relations."""
+
+    __tablename__ = "relation"
+    id = sa.Column(sa.Integer, primary_key=True)
+    company_id = sa.Column(sa.String, sa.ForeignKey("company.id"))
+
+    date_from = sa.Column(sa.DateTime(timezone=True), nullable=True)
+    date_to = sa.Column(sa.DateTime(timezone=True), nullable=True)
+
+    relation = sa.Column(sa.Enum(RelationTypeEnum), nullable=False)
+
+
 # create own relation type and person_relation object
-class PersonRelation(Base):
+class PersonRelation(Relation):
     """PersonRelation."""
 
     __tablename__ = "person_relation"
 
-    id = sa.Column(sa.Integer, primary_key=True)
-    company_id = sa.Column(sa.String, sa.ForeignKey("company.id"))
-    person_id = sa.Column(sa.Integer, sa.ForeignKey(Person.id))
-    date_from = sa.Column(sa.DateTime(timezone=True), default=datetime.now)
-    date_to = sa.Column(sa.DateTime(timezone=True), default=datetime.now)
-    relation = sa.Column(sa.Enum(RelationTypeEnum), nullable=False)
+    id = sa.Column(sa.Integer, sa.ForeignKey("relation.id"), primary_key=True)
+    person_id = sa.Column(sa.Integer, sa.ForeignKey("person.id"))
 
     # company = relationship("Company")
     # person = relationship("Person", foreign_keys=[person_id])
     # company = relationship('Company', foreign_keys=[company_hr,company_court])
+    __table_args__ = {"extend_existing": True}
 
 
 # create own relation type and company_relation object
-class CompanyRelation(Base):
+class CompanyRelation(Relation):
     """CompanyRelation."""
 
     __tablename__ = "company_relation"
 
-    id = sa.Column(sa.Integer, primary_key=True)
-    company1_id = sa.Column(sa.String, sa.ForeignKey("company.id"), nullable=False)
+    id = sa.Column(sa.Integer, sa.ForeignKey("relation.id"), primary_key=True)
     company2_id = sa.Column(sa.String, sa.ForeignKey("company.id"), nullable=False)
-    date_from = sa.Column(sa.DateTime(timezone=True), default=datetime.now)
-    date_to = sa.Column(sa.DateTime(timezone=True), default=datetime.now)
-    relation = sa.Column(sa.Enum(RelationTypeCompanyEnum), nullable=False)
 
     # company = relationship("Company")
 
diff --git a/tests/config/__init__.py b/tests/config/__init__.py
deleted file mode 100644
index 6275ce4..0000000
--- a/tests/config/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Tests for config module."""
diff --git a/tests/utils/mongo/__init__.py b/tests/utils/mongo/__init__.py
deleted file mode 100644
index cf97370..0000000
--- a/tests/utils/mongo/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Mongo utils module."""
diff --git a/tests/utils/postgres/__init__.py b/tests/utils/postgres/__init__.py
deleted file mode 100644
index a4ce3a4..0000000
--- a/tests/utils/postgres/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""Tests for utils.postgres module."""
diff --git a/tests/utils/postgres/connector_test.py b/tests/utils/postgres/connector_test.py
index ec9aaf2..35e0c94 100644
--- a/tests/utils/postgres/connector_test.py
+++ b/tests/utils/postgres/connector_test.py
@@ -18,7 +18,7 @@ def test_init_db() -> None:
     with patch(
         "aki_prj23_transparenzregister.utils.postgres.connector.get_engine"
     ) as mock_get_engine, patch(
-        "aki_prj23_transparenzregister.utils.postgres.entities.declarative_base"
+        "aki_prj23_transparenzregister.utils.postgres.connector.declarative_base"
     ) as mock_declarative_base, patch(
         "aki_prj23_transparenzregister.utils.postgres.connector.JsonFileConfigProvider"
     ) as mock_provider:
@@ -33,4 +33,3 @@ def test_init_db() -> None:
         mock_value.get_postgre_connection_string.return_value = ""
 
         init_db()
-        assert True
diff --git a/tests/utils/postgres/entities_test.py b/tests/utils/postgres/entities_test.py
index bb67ffe..69d376c 100644
--- a/tests/utils/postgres/entities_test.py
+++ b/tests/utils/postgres/entities_test.py
@@ -1,4 +1,4 @@
 def test_import() -> None:
     from aki_prj23_transparenzregister.utils.postgres import entities
 
-    assert entities is not None
+    assert entities

From 69039706ac6b1b6881c92a66f42e93316d39dd37 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Thu, 31 Aug 2023 16:57:09 +0200
Subject: [PATCH 05/10] Version updates (#69)

Version ups for poetry and pre-commit to keep them in sync with the
pipline.
---
 .pre-commit-config.yaml |   8 +-
 poetry.lock             | 841 +++++++++++++++++++++-------------------
 2 files changed, 442 insertions(+), 407 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7af18bb..a24fb89 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -26,7 +26,7 @@ repos:
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-  rev: v0.0.284
+  rev: v0.0.286
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix]
@@ -53,7 +53,7 @@ repos:
 
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.5.0
+  rev: v1.5.1
   hooks:
   - id: mypy
     additional_dependencies:
@@ -68,7 +68,7 @@ repos:
   - id: md-toc
 
 - repo: https://github.com/python-poetry/poetry
-  rev: 1.5.0
+  rev: 1.6.0
   hooks:
   - id: poetry-check
 
@@ -78,6 +78,6 @@ repos:
   - id: validate-html
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.24.1
+  rev: 0.26.3
   hooks:
   - id: check-github-workflows
diff --git a/poetry.lock b/poetry.lock
index b2e72e5..40630e8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -30,14 +30,14 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "anyio"
-version = "3.7.1"
+version = "4.0.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -45,9 +45,9 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
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-trio = ["trio (<0.22)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.22)"]
 
 [[package]]
 name = "appnope"
@@ -503,14 +503,14 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -732,14 +732,14 @@ files = [
 
 [[package]]
 name = "cyclonedx-python-lib"
-version = "4.0.1"
+version = "4.1.0"
 description = "A library for producing CycloneDX SBOM (Software Bill of Materials) files."
 category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -749,14 +749,14 @@ sortedcontainers = ">=2.4.0,<3.0.0"
 
 [[package]]
 name = "dash"
-version = "2.12.1"
+version = "2.13.0"
 description = "A Python framework for building reactive web-apps. Developed by Plotly."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -960,19 +960,19 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.12.2"
+version = "3.12.3"
 description = "A platform independent file lock."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1.24)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "flask"
@@ -998,46 +998,46 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "fonttools"
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 description = "Tools to manipulate font files"
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 python-versions = ">=3.8"
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 [[package]]
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 [package.extras]
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@@ -3174,9 +3209,9 @@ dnspython = ">=1.16.0,<3.0.0"
 
 [package.extras]
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-encryption = ["pymongo-auth-aws (<2.0.0)", "pymongocrypt (>=1.6.0,<2.0.0)"]
-gssapi = ["pykerberos"]
-ocsp = ["certifi", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
+encryption = ["certifi", "pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
+gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
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 snappy = ["python-snappy"]
 zstd = ["zstandard"]
 
@@ -3560,14 +3595,14 @@ test = ["flaky", "pytest", "pytest-qt"]
 
 [[package]]
 name = "qtpy"
-version = "2.3.1"
+version = "2.4.0"
 description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
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-version = "0.9.2"
+version = "0.10.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
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+    {file = "rpds_py-0.10.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:80772e3bda6787510d9620bc0c7572be404a922f8ccdfd436bf6c3778119464c"},
+    {file = "rpds_py-0.10.0-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:b98e75b21fc2ba5285aef8efaf34131d16af1c38df36bdca2f50634bea2d3060"},
+    {file = "rpds_py-0.10.0-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:d63787f289944cc4bde518ad2b5e70a4f0d6e2ce76324635359c74c113fd188f"},
+    {file = "rpds_py-0.10.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:872f3dcaa8bf2245944861d7311179d2c0c9b2aaa7d3b464d99a7c2e401f01fa"},
+    {file = "rpds_py-0.10.0.tar.gz", hash = "sha256:e36d7369363d2707d5f68950a64c4e025991eb0177db01ccb6aa6facae48b69f"},
 ]
 
 [[package]]
@@ -3883,18 +3918,18 @@ win32 = ["pywin32"]
 
 [[package]]
 name = "setuptools"
-version = "68.1.0"
+version = "68.1.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-68.1.0-py3-none-any.whl", hash = "sha256:e13e1b0bc760e9b0127eda042845999b2f913e12437046e663b833aa96d89715"},
-    {file = "setuptools-68.1.0.tar.gz", hash = "sha256:d59c97e7b774979a5ccb96388efc9eb65518004537e85d52e81eaee89ab6dd91"},
+    {file = "setuptools-68.1.2-py3-none-any.whl", hash = "sha256:3d8083eed2d13afc9426f227b24fd1659489ec107c0e86cec2ffdde5c92e790b"},
+    {file = "setuptools-68.1.2.tar.gz", hash = "sha256:3d4dfa6d95f1b101d695a6160a7626e15583af71a5f52176efa5d39a054d475d"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5,<=7.1.2)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
@@ -4034,19 +4069,19 @@ rtd = ["ipython", "myst-nb", "sphinx", "sphinx-book-theme", "sphinx-examples"]
 
 [[package]]
 name = "sphinx-rtd-theme"
-version = "1.2.2"
+version = "1.3.0"
 description = "Read the Docs theme for Sphinx"
 category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
-    {file = "sphinx_rtd_theme-1.2.2-py2.py3-none-any.whl", hash = "sha256:6a7e7d8af34eb8fc57d52a09c6b6b9c46ff44aea5951bc831eeb9245378f3689"},
-    {file = "sphinx_rtd_theme-1.2.2.tar.gz", hash = "sha256:01c5c5a72e2d025bd23d1f06c59a4831b06e6ce6c01fdd5ebfe9986c0a880fc7"},
+    {file = "sphinx_rtd_theme-1.3.0-py2.py3-none-any.whl", hash = "sha256:46ddef89cc2416a81ecfbeaceab1881948c014b1b6e4450b815311a89fb977b0"},
+    {file = "sphinx_rtd_theme-1.3.0.tar.gz", hash = "sha256:590b030c7abb9cf038ec053b95e5380b5c70d61591eb0b552063fbe7c41f0931"},
 ]
 
 [package.dependencies]
 docutils = "<0.19"
-sphinx = ">=1.6,<7"
+sphinx = ">=1.6,<8"
 sphinxcontrib-jquery = ">=4,<5"
 
 [package.extras]
@@ -4188,14 +4223,14 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.8"
+version = "1.1.9"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_serializinghtml-1.1.8-py3-none-any.whl", hash = "sha256:27849e7227277333d3d32f17c138ee148a51fa01f888a41cd6d4e73bcabe2d06"},
-    {file = "sphinxcontrib_serializinghtml-1.1.8.tar.gz", hash = "sha256:aaf3026335146e688fd209b72320314b1b278320cf232e3cda198f873838511a"},
+    {file = "sphinxcontrib_serializinghtml-1.1.9-py3-none-any.whl", hash = "sha256:9b36e503703ff04f20e9675771df105e58aa029cfcbc23b8ed716019b7416ae1"},
+    {file = "sphinxcontrib_serializinghtml-1.1.9.tar.gz", hash = "sha256:0c64ff898339e1fac29abd2bf5f11078f3ec413cfe9c046d3120d7ca65530b54"},
 ]
 
 [package.dependencies]
@@ -4532,26 +4567,26 @@ types-urllib3 = "*"
 
 [[package]]
 name = "types-setuptools"
-version = "68.1.0.0"
+version = "68.1.0.1"
 description = "Typing stubs for setuptools"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-setuptools-68.1.0.0.tar.gz", hash = "sha256:2bc9b0c0818f77bdcec619970e452b320a423bb3ac074f5f8bc9300ac281c4ae"},
-    {file = "types_setuptools-68.1.0.0-py3-none-any.whl", hash = "sha256:0c1618fb14850cb482adbec602bbb519c43f24942d66d66196bc7528320f33b1"},
+    {file = "types-setuptools-68.1.0.1.tar.gz", hash = "sha256:271ed8da44885cd9a701c86e48cc6d3cc988052260e72b3ce26c26b3028f86ed"},
+    {file = "types_setuptools-68.1.0.1-py3-none-any.whl", hash = "sha256:a9a0d2ca1da8a15924890d464adcee4004deb07b6a99bd0b1881eac5c73cb3a7"},
 ]
 
 [[package]]
 name = "types-tqdm"
-version = "4.66.0.1"
+version = "4.66.0.2"
 description = "Typing stubs for tqdm"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-tqdm-4.66.0.1.tar.gz", hash = "sha256:6457c90f03cc5a0fe8dd11839c8cbf5572bf542b438b1af74233801728b5dfbc"},
-    {file = "types_tqdm-4.66.0.1-py3-none-any.whl", hash = "sha256:6a1516788cbb33d725803439b79c25bfed7e8176b8d782020b5c24aedac1649b"},
+    {file = "types-tqdm-4.66.0.2.tar.gz", hash = "sha256:9553a5e44c1d485fce19f505b8bd65c0c3e87e870678d1f2ed764ae59a55d45f"},
+    {file = "types_tqdm-4.66.0.2-py3-none-any.whl", hash = "sha256:13dddd38908834abdf0acdc2b70cab7ac4bcc5ad7356ced450471662e58a0ffc"},
 ]
 
 [[package]]
@@ -4628,14 +4663,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.3"
+version = "20.24.4"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.24.3-py3-none-any.whl", hash = "sha256:95a6e9398b4967fbcb5fef2acec5efaf9aa4972049d9ae41f95e0972a683fd02"},
-    {file = "virtualenv-20.24.3.tar.gz", hash = "sha256:e5c3b4ce817b0b328af041506a2a299418c98747c4b1e68cb7527e74ced23efc"},
+    {file = "virtualenv-20.24.4-py3-none-any.whl", hash = "sha256:29c70bb9b88510f6414ac3e55c8b413a1f96239b6b789ca123437d5e892190cb"},
+    {file = "virtualenv-20.24.4.tar.gz", hash = "sha256:772b05bfda7ed3b8ecd16021ca9716273ad9f4467c801f27e83ac73430246dca"},
 ]
 
 [package.dependencies]
@@ -4644,7 +4679,7 @@ filelock = ">=3.12.2,<4"
 platformdirs = ">=3.9.1,<4"
 
 [package.extras]
-docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
 test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
 
 [[package]]
@@ -4689,18 +4724,18 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.6.1"
+version = "1.6.2"
 description = "WebSocket client for Python with low level API options"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "websocket-client-1.6.1.tar.gz", hash = "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd"},
-    {file = "websocket_client-1.6.1-py3-none-any.whl", hash = "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"},
+    {file = "websocket-client-1.6.2.tar.gz", hash = "sha256:53e95c826bf800c4c465f50093a8c4ff091c7327023b10bfaff40cf1ef170eaa"},
+    {file = "websocket_client-1.6.2-py3-none-any.whl", hash = "sha256:ce54f419dfae71f4bdba69ebe65bf7f0a93fe71bc009ad3a010aacc3eebad537"},
 ]
 
 [package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 

From 011184b898adf04a56ec1782d677112def6be03d Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Thu, 31 Aug 2023 16:57:50 +0200
Subject: [PATCH 06/10] Small fixes to the documentation. (#70)

---
 .../meeting-notes/Meeting_2023-06-09.md       | 152 +++++++++---------
 .../meeting-notes/Meeting_2023-08-03.md       |  27 ++--
 .../meeting-notes/Meeting_2023-08-17.md       |  45 +++---
 3 files changed, 117 insertions(+), 107 deletions(-)

diff --git a/documentations/meeting-notes/Meeting_2023-06-09.md b/documentations/meeting-notes/Meeting_2023-06-09.md
index 5570e7f..4626e57 100644
--- a/documentations/meeting-notes/Meeting_2023-06-09.md
+++ b/documentations/meeting-notes/Meeting_2023-06-09.md
@@ -1,6 +1,7 @@
-# Weekly *5*: 09.06.2023
+# Weekly *6*: 09.06.2023
 
 ## Teilnehmer
+
 - Prof. Arinir
 - Tristan Nolde
 - Tim Ronneburg
@@ -12,79 +13,86 @@
 ## Themen
 
 - Stepstone Projekt:
-  - Gewünscht wird ein initialer Austausch mit Stepstone
-  - Befürchtung ist, dass es zu einem Hinderniss wird
-  - Entscheidung liegt daher beim Projekt-Team
-  - Weitere Informationen sind nicht aktuell nicht vorhanden
-  - Vorschlag Prof. Arinir: Sollte das Thema nochmal zum Team getragen werden, wird der aktuelle Stand vorgestellt und der Link zum Repo wird geteilt. Darüber hinaus werden keine Ressourcen zugesprochen.
-  - Vorstellung [vorheriger Absprache](https://github.com/orgs/fhswf/projects/17?pane=issue&itemId=29707639) und Feedback:
-    - Ändert sich der Scope - Nein
-    - NDA - Nein
-    - Veröffentlichung - maximal Impressionen
-    - Was muss geleistet werden - nicht direkt an Stepstone sondern über FH als Mediator
+    - Gewünscht wird ein initialer Austausch mit Stepstone
+    - Befürchtung ist, dass es zu einem Hinderniss wird
+    - Entscheidung liegt daher beim Projekt-Team
+    - Weitere Informationen sind nicht aktuell nicht vorhanden
+    - Vorschlag Prof. Arinir: Sollte das Thema nochmal zum Team getragen werden, wird der aktuelle Stand vorgestellt und
+      der Link zum Repo wird geteilt. Darüber hinaus werden keine Ressourcen zugesprochen.
+    - Vorstellung [vorheriger Absprache](https://github.com/orgs/fhswf/projects/17?pane=issue&itemId=29707639) und
+      Feedback:
+        - Ändert sich der Scope - Nein
+        - NDA - Nein
+        - Veröffentlichung - maximal Impressionen
+        - Was muss geleistet werden - nicht direkt an Stepstone sondern über FH als Mediator
 - Sollen Präsentationen vorab zur Verfügung gestellt werden?
-  - Einige Tage vorher in das Git Repo. hochladen und Prof. Arinir benachrichtigen
+    - Einige Tage vorher in das Git Repo. hochladen und Prof. Arinir benachrichtigen
 - Rücksprache Seminarpräsentationen
-  - Verflechtungsanalyse:
-    - Graphen Theorie
-    - Social Network Analyse
-    - Erweiterung über Graphen Theorie hinaus
-    - Fokus auf Anwendung und Mehrwert, weniger genauer mathematischer Lösung
-    - Feedback:
-      - Präsentation scheint sehr umfangreich; Wunsch nach Reduzierung der Folienanzahl
-      - Formeln hinter den Analysen spannend, ggf. doch drauf eingehen, um Kennzahl in Kontext zu setzen
-  - Visualiserung:
-    - Prinzipien
-    - Vorteile
-    - Bibliotheken für Umsetzung (Network X, PyViz, ...)
-    - Effekt von Farbwahl
-    - Erste Umsetzung im Jupyter Notebook
-    - Feedback:
-      - Es werden extem viele Datenpunkte angezeigt werden müssen, wie wird dies in den Bibliotheken umgesetzt? Kann dort gefiltert werden?
-        - Wenn nicht direkt am Graphen (der Darstellung) gefiltert werden kann, dann frühzeitig filtern, bevor der Graph gebaut wird
-  - Datenspeicherung
-    - Erste Integration von Visualisierung mit Datenspeicherung
-    - Vorstellung der "Datencluster"
-      - Stammdaten
-      - Stimmungsdaten
-      - Social Graph
-      - Zeitseriendaten
-    - Relationales DB Modell
-    - Fokus ebenfalls auf Abfrage der Daten für Folge-Projekte wie Visualiserung und Mehrwert fürs Team, weniger Theorie
-    - Feedback:
-      - Es müssen Erfahrungen mit der Library und Darstellung gesammelt werden, um den Mehrwert der Lösung hervorzuheben
-      - Modellierung der Finzanz-Kennzahlen
-        - Spaltennamen sollen sprechend sein, z.B. "value" statt "sum"
-        - Präferenz zum Modell mit einzelnem Eintrag mit mehren Kennzahl Spalten stallt generischer Lösung über Enum
-  - Text Mining
-    - Fokus auf Sentiment Analyse
-    - Vergleich verschiedener Lösungen und ML Modelle
-    - Abschließendes Fazit, welches Tool am besten geeignet ist
-  - Daten Extraktion
-    - Fokus auf Web Mining/Scraping im Rahmen des Transparenzregisters
-    - Datenquellen
-      - API
-      - Websites (HTML)
-      - PDF
-    - Datenextraktion aus diesen Quellen
-    - Orchestrierung mit Airflow
-  - DevOps
-    - Dependency Management in Python
-      - Standard requirements.txt
-      - pip-tools
-      - poetry
-    - Vorteile von Lintern
-    - GitHub
-      - Actions
-      - Security
-      - etc.
-    - Feedback:
-      - Git wird als State-of-the-Art angesehen und muss nicht näher erläutert werden
+    - Verflechtungsanalyse:
+        - Graphen Theorie
+        - Social Network Analyse
+        - Erweiterung über Graphen Theorie hinaus
+        - Fokus auf Anwendung und Mehrwert, weniger genauer mathematischer Lösung
+        - Feedback:
+            - Präsentation scheint sehr umfangreich; Wunsch nach Reduzierung der Folienanzahl
+            - Formeln hinter den Analysen spannend, ggf. doch drauf eingehen, um Kennzahl in Kontext zu setzen
+    - Visualiserung:
+        - Prinzipien
+        - Vorteile
+        - Bibliotheken für Umsetzung (Network X, PyViz, ...)
+        - Effekt von Farbwahl
+        - Erste Umsetzung im Jupyter Notebook
+        - Feedback:
+            - Es werden extem viele Datenpunkte angezeigt werden müssen, wie wird dies in den Bibliotheken umgesetzt?
+              Kann dort gefiltert werden?
+                - Wenn nicht direkt am Graphen (der Darstellung) gefiltert werden kann, dann frühzeitig filtern, bevor
+                  der Graph gebaut wird
+    - Datenspeicherung
+        - Erste Integration von Visualisierung mit Datenspeicherung
+        - Vorstellung der "Datencluster"
+            - Stammdaten
+            - Stimmungsdaten
+            - Social Graph
+            - Zeitseriendaten
+        - Relationales DB Modell
+        - Fokus ebenfalls auf Abfrage der Daten für Folge-Projekte wie Visualiserung und Mehrwert fürs Team, weniger
+          Theorie
+        - Feedback:
+            - Es müssen Erfahrungen mit der Library und Darstellung gesammelt werden, um den Mehrwert der Lösung
+              hervorzuheben
+            - Modellierung der Finzanz-Kennzahlen
+                - Spaltennamen sollen sprechend sein, z.B. "value" statt "sum"
+                - Präferenz zum Modell mit einzelnem Eintrag mit mehren Kennzahl Spalten stallt generischer Lösung über
+                  Enum
+    - Text Mining
+        - Fokus auf Sentiment Analyse
+        - Vergleich verschiedener Lösungen und ML Modelle
+        - Abschließendes Fazit, welches Tool am besten geeignet ist
+    - Daten Extraktion
+        - Fokus auf Web Mining/Scraping im Rahmen des Transparenzregisters
+        - Datenquellen
+            - API
+            - Websites (HTML)
+            - PDF
+        - Datenextraktion aus diesen Quellen
+        - Orchestrierung mit Airflow
+    - DevOps
+        - Dependency Management in Python
+            - Standard requirements.txt
+            - pip-tools
+            - poetry
+        - Vorteile von Lintern
+        - GitHub
+            - Actions
+            - Security
+            - etc.
+        - Feedback:
+            - Git wird als State-of-the-Art angesehen und muss nicht näher erläutert werden
 
 ## Abgeleitete Action Items
 
-| Action Item | Verantwortlicher | Deadline        |
-|-------------|------------------|-----------------|
-| Folien hochladen    | Projekt Team   | vor Präsentationstermin |
-| Absprache Abgrenzung von Verflechtungsanalyse und Visualisierung | Tim und Kim | nächster Abgleich |
-| Deployment Plan aufstellen | Projekt Team | nach Seminararbeiten |
+| Action Item                                                      | Verantwortlicher | Deadline                |
+|------------------------------------------------------------------|------------------|-------------------------|
+| Folien hochladen                                                 | Projekt Team     | vor Präsentationstermin |
+| Absprache Abgrenzung von Verflechtungsanalyse und Visualisierung | Tim und Kim      | nächster Abgleich       |
+| Deployment Plan aufstellen                                       | Projekt Team     | nach Seminararbeiten    |
diff --git a/documentations/meeting-notes/Meeting_2023-08-03.md b/documentations/meeting-notes/Meeting_2023-08-03.md
index 74cb8ca..2c3199e 100644
--- a/documentations/meeting-notes/Meeting_2023-08-03.md
+++ b/documentations/meeting-notes/Meeting_2023-08-03.md
@@ -1,6 +1,7 @@
-# Weekly *X*: 03.08.2023
+# Weekly *7*: 03.08.2023
 
 ## Teilnehmer
+
 - Prof. Arinir
 - Tristan Nolde
 - Tim Ronneburg (Protokollant)
@@ -9,19 +10,19 @@
 ## Themen
 
 - Präsentieren der Ergebnisse der letzten Wochen:
-  - Named Entity Recognition
-  - Vorstellung Datenbank auf dem FH-Cluster:
-    - Mongo Connector
-    - Datenspeicherung auf dem Cluster
+    - Named Entity Recognition
+    - Vorstellung Datenbank auf dem FH-Cluster:
+        - Mongo Connector
+        - Datenspeicherung auf dem Cluster
 - Weitere Vorgehensweise:
-  - Idee: Kleine Workshops/Teams
-  - In 2er Teams die einzelnen Funktionen über Feature Branches erstellen
+    - Idee: Kleine Workshops/Teams
+    - In 2er Teams die einzelnen Funktionen über Feature Branches erstellen
 
 ## Abgeleitete Action Items
 
-| Action Item | Verantwortlicher | Deadline        |
-|-------------|------------------|-----------------|
-| Mergen aller Branches zu jedem neuen Termin mit Herrn Arinir    | Jeder  | jedes Weekly |
-| Erstellen der Pipelines    | Sebastian, Tristan und Tim  | nächstes Weekly |
-| Erstellen der Development Datenbank-Instanzen je Entwickler   | Sebastian, Tristan und Tim  | nächstes Weekly |
-| Anlegen der relationalen Postgres DB via Script auf den FH-Cluster   | Sebastian, Tristan und Tim  | nächstes Weekly |
+| Action Item                                                        | Verantwortlicher           | Deadline        |
+|--------------------------------------------------------------------|----------------------------|-----------------|
+| Mergen aller Branches zu jedem neuen Termin mit Herrn Arinir       | Jeder                      | jedes Weekly    |
+| Erstellen der Pipelines                                            | Sebastian, Tristan und Tim | nächstes Weekly |
+| Erstellen der Development Datenbank-Instanzen je Entwickler        | Sebastian, Tristan und Tim | nächstes Weekly |
+| Anlegen der relationalen Postgres DB via Script auf den FH-Cluster | Sebastian, Tristan und Tim | nächstes Weekly |
diff --git a/documentations/meeting-notes/Meeting_2023-08-17.md b/documentations/meeting-notes/Meeting_2023-08-17.md
index 6e26352..dc2e56b 100644
--- a/documentations/meeting-notes/Meeting_2023-08-17.md
+++ b/documentations/meeting-notes/Meeting_2023-08-17.md
@@ -1,6 +1,7 @@
-# Weekly: 17.08.2023
+# Weekly *8*: 17.08.2023
 
 ## Teilnehmer
+
 - Prof. Arinir
 - Tristan Nolde
 - Tim Ronneburg
@@ -12,32 +13,32 @@
 
 - Welche Services laufen aktuell auf dem Uni-Cluster?
     - MongoDB und Postgres mit personalisiertem Zugang über VPN
-    - **Requirement:** Das Frontend bzw. Visualisierung soll auf dem Cluster laufen, wofür ein Login erwünscht ist, wie z.B. SSO
-      - die Services (Text Mining, NER, Sentiment) sollten auch dem Cluster laufen
-      - Wo sollen CI/CD laufen?
-      - benötigt werden 2-3 Container für Worker und Services
+    - **Requirement:** Das Frontend bzw. Visualisierung soll auf dem Cluster laufen, wofür ein Login erwünscht ist, wie
+      z.B. SSO
+        - die Services (Text Mining, NER, Sentiment) sollten auch dem Cluster laufen
+        - Wo sollen CI/CD laufen?
+        - benötigt werden 2-3 Container für Worker und Services
 - ProductionDB:
     - DB "transparenzregister" für Produktiveinsatz
     - persönliche DB "DB_*Name*" für Development
     - Erklärung des Postgres Connectors, welcher die SQL-Alchemy Klassen verwendet, um Tabellen zu erstellen
     - Erklärung wie der Connection-String mit dem JsonConfigProvider und der secret.json erzeugt wird
- - UI:
-     - Vorstellung der ersten Visualisierung mit Plotly und Anbindung an ProductionDB
-     - Dash startet im Hintergrund einen http-Server, welcher über den Port 8050 erreichbar ist
-     - Dash wird für das Dashboarding verwendet und wird (bei Bedarf) durch weitere Komponenten erweitert
- - Abschluß des PoC und Umsetzung der bestehenden Architektur
-  
+- UI:
+    - Vorstellung der ersten Visualisierung mit Plotly und Anbindung an ProductionDB
+    - Dash startet im Hintergrund einen http-Server, welcher über den Port 8050 erreichbar ist
+    - Dash wird für das Dashboarding verwendet und wird (bei Bedarf) durch weitere Komponenten erweitert
+- Abschluß des PoC und Umsetzung der bestehenden Architektur
 
 ## Abgeleitete Action Items
 
-| Action Item | Verantwortlicher | Deadline        |
-|-------------|------------------|-----------------|
-| Anfrage nach Serverressourcen für 2-3 Container bei Prof. Gawron    | Prof. Arinir  | nächstes Weekly |
-| Repo-Struktur dokumentieren   | Phillip, Tristan  | nächstes Weekly |
-| Anlegen von MongoDB-Instanzen für NER und Sentiment   | Tristan  | nächstes Weekly |
-| NER für News   | Sebastian  | nächstes Weekly |
-| Beispiel für MongoConnector   | Sebastian  | nächstes Weekly |
-| Script um News auf Uni-Cluster zu dumpen   | Tristan  | nächstes Weekly |
-| Finanzdaten aus Bundesanzeiger   | Tristan  | nächstes Weekly |
-| Plotly Frontend weiterentwickeln   | Kim, Tim  | nächstes Weekly |
-| Refactoring der SQL-Alchemy Klassen   | Phillip  | nächstes Weekly |
+| Action Item                                                      | Verantwortlicher | Deadline        |
+|------------------------------------------------------------------|------------------|-----------------|
+| Anfrage nach Serverressourcen für 2-3 Container bei Prof. Gawron | Prof. Arinir     | nächstes Weekly |
+| Repo-Struktur dokumentieren                                      | Phillip, Tristan | nächstes Weekly |
+| Anlegen von MongoDB-Instanzen für NER und Sentiment              | Tristan          | nächstes Weekly |
+| NER für News                                                     | Sebastian        | nächstes Weekly |
+| Beispiel für MongoConnector                                      | Sebastian        | nächstes Weekly |
+| Script um News auf Uni-Cluster zu dumpen                         | Tristan          | nächstes Weekly |
+| Finanzdaten aus Bundesanzeiger                                   | Tristan          | nächstes Weekly |
+| Plotly Frontend weiterentwickeln                                 | Kim, Tim         | nächstes Weekly |
+| Refactoring der SQL-Alchemy Klassen                              | Phillip          | nächstes Weekly |

From 80faf57c771c01bb6427c91ca20bc3697be6bdbd Mon Sep 17 00:00:00 2001
From: KM-R <129882581+KM-R@users.noreply.github.com>
Date: Sun, 3 Sep 2023 16:18:19 +0200
Subject: [PATCH 07/10] 54 get data from multiple tables postgres (#72)

Create first dash board including header, basic company information and
finance plot

---------

Co-authored-by: Philipp Horstenkamp <philipp@horstenkamp.de>
---
 .../meeting-notes/Meeting_2023-08-31.md       |  37 ++
 poetry.lock                                   |  20 +-
 pyproject.toml                                |   1 +
 .../ui/assets/typography.css                  |   3 +
 .../ui/company_finance_dash.py                | 392 ++++++++++++++++++
 .../utils/postgres/entities.py                |  48 ++-
 tests/ui/company_finance_dash_test.py         |   7 +
 7 files changed, 485 insertions(+), 23 deletions(-)
 create mode 100644 documentations/meeting-notes/Meeting_2023-08-31.md
 create mode 100644 src/aki_prj23_transparenzregister/ui/assets/typography.css
 create mode 100644 src/aki_prj23_transparenzregister/ui/company_finance_dash.py
 create mode 100644 tests/ui/company_finance_dash_test.py

diff --git a/documentations/meeting-notes/Meeting_2023-08-31.md b/documentations/meeting-notes/Meeting_2023-08-31.md
new file mode 100644
index 0000000..83dc1b6
--- /dev/null
+++ b/documentations/meeting-notes/Meeting_2023-08-31.md
@@ -0,0 +1,37 @@
+# Weekly *9*: 17.08.2023
+
+## Teilnehmer
+- Prof. Arinir
+- Tristan Nolde
+- Philipp Horstenkamp
+- Sebastian Zeleny
+- Kim Mesewinkel-Risse (Protokoll)
+
+## Themen
+
+- Rückmeldung von Herrn Gawron bzgl. mehr Ressourcen steht noch aus, ggfs. persönliche Absprache nächste Woche möglich
+
+- Rückfrage von Herrn Arinir bezüglich Aufbau der Software und Architektur
+    - Gerade werden einzelne Funktionen erstellt, Daten werden ungefiltert in die Mongo DB geschrieben, anschließend Bereinigung und Übertragung in die Postgres
+    - Vorstellung aktueller Repo-Struktur durch Tristan, relevanter Code befindet sich im src-Ordner
+
+- Wie kann sichergestellt werden, dass unsere Ziele erreicht werden?
+    - Zeitplan/Meilensteinplan gewünscht
+    - Wann soll was erreicht werden?
+    - Burndown-Diagramm
+    -> Umsetzung durch Team beim Präsenzmeeting am 09.09.2023
+
+- Kurze Vorstellung der bearbeiteten Themen: NER + Sentiment (Sebastian), Finanzdaten (Tristan), UI (Kim), Datentransfer (Philipp)
+
+## Abgeleitete Action Items
+
+| Action Item | Verantwortlicher | Deadline        |
+|-------------|------------------|-----------------|
+| Festlegung Zeitplan für Präsenztreffen | Alle  | 07.09.2023 |
+| Zeitplan bzw. Meilensteinplan | Alle  | nächstes Weekly |
+| Erstellen einer Übersicht aller bestehenden Services | Alle  | nächstes Weekly |
+| Update bzgl. Cluster und Ressourcen | Herr Arinir | nächstes Weekly |
+| Finanzdaten finalisieren | Tristan  | nächstes Weekly |
+| NER/Sentiment Aggregation | Sebastian  | nächstes Weekly |
+| Füllen der UI mit Echtdaten | Kim | nächstes Weekly |
+| Teststruktur für SQL hinzufügen | Philipp  | nächstes Weekly |
diff --git a/poetry.lock b/poetry.lock
index 40630e8..4989976 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -781,6 +781,24 @@ dev = ["PyYAML (>=5.4.1)", "coloredlogs (>=15.0.1)", "fire (>=0.4.0)"]
 diskcache = ["diskcache (>=5.2.1)", "multiprocess (>=0.70.12)", "psutil (>=5.8.0)"]
 testing = ["beautifulsoup4 (>=4.8.2)", "cryptography (<3.4)", "dash-testing-stub (>=0.0.2)", "lxml (>=4.6.2)", "multiprocess (>=0.70.12)", "percy (>=2.0.2)", "psutil (>=5.8.0)", "pytest (>=6.0.2)", "requests[security] (>=2.21.0)", "selenium (>=3.141.0,<=4.2.0)", "waitress (>=1.4.4)"]
 
+[[package]]
+name = "dash-bootstrap-components"
+version = "1.4.2"
+description = "Bootstrap themed components for use in Plotly Dash"
+category = "main"
+optional = false
+python-versions = ">=3.7, <4"
+files = [
+    {file = "dash-bootstrap-components-1.4.2.tar.gz", hash = "sha256:b7514be30e229a1701db5010a47d275882a94d1efff4c803ac42a9d222ed86e0"},
+    {file = "dash_bootstrap_components-1.4.2-py3-none-any.whl", hash = "sha256:4f59352a2f81cb0c41ae75dd3e0814f64049a4520f935397298e9a093ace727c"},
+]
+
+[package.dependencies]
+dash = ">=2.0.0"
+
+[package.extras]
+pandas = ["numpy", "pandas"]
+
 [[package]]
 name = "dash-core-components"
 version = "2.0.0"
@@ -4802,4 +4820,4 @@ h11 = ">=0.9.0,<1"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "946f6b81f3072e2a3d93482405f7bbe6f02218a3c2097c1f3f8246363c7e15c2"
+content-hash = "d3b9d0efd28ad07060618d55c49a8ba6d3c716fa5caea7e35e6c5975a243e85e"
diff --git a/pyproject.toml b/pyproject.toml
index facf200..36ce091 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,6 +37,7 @@ version = "0.1.0"
 [tool.poetry.dependencies]
 SQLAlchemy = {version = "^1.4.46", extras = ["mypy"]}
 dash = "^2.11.1"
+dash-bootstrap-components = "^1.4.2"
 loguru = "^0.7.0"
 matplotlib = "^3.7.1"
 plotly = "^5.14.1"
diff --git a/src/aki_prj23_transparenzregister/ui/assets/typography.css b/src/aki_prj23_transparenzregister/ui/assets/typography.css
new file mode 100644
index 0000000..699a279
--- /dev/null
+++ b/src/aki_prj23_transparenzregister/ui/assets/typography.css
@@ -0,0 +1,3 @@
+body {
+    margin: 0;
+}
diff --git a/src/aki_prj23_transparenzregister/ui/company_finance_dash.py b/src/aki_prj23_transparenzregister/ui/company_finance_dash.py
new file mode 100644
index 0000000..8e5c728
--- /dev/null
+++ b/src/aki_prj23_transparenzregister/ui/company_finance_dash.py
@@ -0,0 +1,392 @@
+"""Dash."""
+
+import dash_bootstrap_components as dbc
+import pandas as pd
+import plotly.graph_objs as go
+from dash import Dash, Input, Output, callback, dash_table, dcc, html
+from dash.exceptions import PreventUpdate
+from sqlalchemy.engine import Engine
+
+from aki_prj23_transparenzregister.utils.postgres import entities
+from aki_prj23_transparenzregister.utils.postgres.connector import (
+    get_session,
+)
+
+if __name__ == "__main__":
+    session = get_session()
+    query_finance = session.query(
+        entities.AnnualFinanceStatement, entities.Company.name, entities.Company.id
+    ).join(entities.Company)
+
+    query_company = session.query(entities.Company, entities.DistrictCourt.name).join(
+        entities.DistrictCourt
+    )
+    engine = session.bind
+    if not isinstance(engine, Engine):
+        raise TypeError
+
+    finance_df: pd.DataFrame = pd.read_sql(str(query_finance), engine)
+    company_df: pd.DataFrame = pd.read_sql(str(query_company), engine)
+
+    select_company_df = company_df[["company_id", "company_name"]]
+    select_company_dropdown = select_company_df.to_dict("records")
+    options = [
+        {"label": i["company_name"], "value": i["company_id"]}
+        for i in select_company_dropdown
+    ]
+
+    colors = {
+        "light": "#edefef",
+        "lavender-blush": "#f3e8ee",
+        "ash-gray": "#bacdb0",
+        "cambridge-blue": "#729b79",
+        "paynes-gray": "#475b63",
+        "raisin-black": "#2e2c2f",
+    }
+
+    def financials_figure(
+        finance_df: pd.DataFrame, company: str, metric: str
+    ) -> go.Figure:
+        """Creates plotly line chart for a specific company and a metric."""
+        finance_df = finance_df.loc[finance_df["company_name"] == company]
+        # create figure
+        fig_line = go.Figure()
+        # add trace for company 1
+        fig_line.add_trace(
+            go.Scatter(
+                x=finance_df["annual_finance_statement_date"],
+                y=finance_df[metric],
+                name=company,
+                line_color=colors["raisin-black"],
+                marker_color=colors["raisin-black"],
+            )
+        )
+        # set title and labels
+        fig_line.update_layout(
+            title=metric,
+            xaxis_title="Jahr",
+            yaxis_title="in Mio.€",
+            plot_bgcolor=colors["light"],
+        )
+        return fig_line
+
+    tab_style = {
+        "borderBottom": "1px solid #d6d6d6",
+        "padding": "6px",
+        "backgroundColor": "white",
+        "color": colors["paynes-gray"],
+        "fontWeight": "bold",
+    }
+
+    tab_selected_style = {
+        "borderTop": "1px solid #d6d6d6",
+        "borderBottom": "1px solid #d6d6d6",
+        "padding": "6px",
+        "backgroundColor": colors["paynes-gray"],
+        "color": "white",
+        "fontWeight": "bold",
+    }
+
+    # TBD: get data from database instead of mock data
+    company = 1  # selected company id
+    selected_company = company_df.loc[company_df["company_id"] == company]
+
+    turnover = 123456
+    stock = "1,23"
+    company_data = {
+        "col1": ["Unternehmen", "Straße", "Stadt"],
+        "col2": [
+            selected_company["company_name"][0],
+            selected_company["company_street"][0],
+            str(
+                selected_company["company_zip_code"][0]
+                + " "
+                + selected_company["company_city"][0]
+            ),
+        ],
+        "col3": ["Branche", "Amtsgericht", "Gründungsjahr"],
+        "col4": [
+            selected_company["company_sector"][0],
+            selected_company["district_court_name"][0],
+            "xxx",
+        ],
+    }
+    df_company_data = pd.DataFrame(data=company_data)
+
+    app = Dash(
+        __name__, external_stylesheets=[dbc.icons.BOOTSTRAP]
+    )  # use dbc for icons
+
+    kennzahlen_layout = html.Div(
+        [
+            dcc.Graph(
+                figure=financials_figure(
+                    finance_df, str(company), "annual_finance_statement_ebit"
+                )
+            )
+        ]
+    )
+
+    app.layout = html.Div(
+        [
+            # title header of page
+            html.Div(
+                style={
+                    "backgroundColor": colors["raisin-black"],
+                    "border": "1px solid",
+                },
+                children=[
+                    html.I(
+                        className="bi bi-house-door-fill",
+                        style={
+                            "fontSize": 24,
+                            "paddingLeft": "10px",
+                            "color": "white",
+                            "display": "inline-block",
+                            "verticalAlign": "middle",
+                        },
+                    ),
+                    html.H1(
+                        children="Transparenzregister für Kapitalgesellschaften",
+                        style={
+                            "color": "white",
+                            "textAlign": "left",
+                            "margin": "0",
+                            "paddingLeft": "10px",
+                            "paddingBottom": "20px",
+                            "paddingTop": "20px",
+                            "display": "inline-block",
+                            "verticalAlign": "middle",
+                        },
+                    ),
+                    html.Div(
+                        dcc.Dropdown(
+                            id="select_company",
+                            placeholder="Suche nach Unternehmen oder Person",
+                        ),
+                        style={
+                            "float": "right",
+                            "width": "30%",
+                            "margin": "0",
+                            "paddingRight": "10px",
+                            "paddingBottom": "20px",
+                            "paddingTop": "20px",
+                            "display": "inline-block",
+                            "verticalAlign": "middle",
+                        },
+                    ),
+                ],
+            ),
+            # header company name
+            html.Div(
+                style={"backgroundColor": colors["paynes-gray"], "border": "1px solid"},
+                children=[
+                    html.H1(
+                        children=selected_company["company_name"][0],
+                        style={
+                            "color": "white",
+                            "fontSize": 30,
+                            "textAlign": "left",
+                            "margin": "0",
+                            "paddingLeft": "20px",
+                            "paddingBottom": "20px",
+                            "paddingTop": "20px",
+                        },
+                    )
+                ],
+            ),
+            html.Div(style={"height": "20px"}),
+            html.Div(style={"width": "2%", "display": "inline-block"}),
+            # table basic company information
+            html.Div(
+                style={
+                    "backgroundColor": colors["ash-gray"],
+                    "border": "1px solid",
+                    "border-radius": 10,
+                    "width": "45%",
+                    "height": "150px",
+                    "display": "inline-block",
+                    "vertical-align": "top",
+                },
+                children=[
+                    html.H5(
+                        children="Stammdaten",
+                        style={
+                            "color": colors["raisin-black"],
+                            "fontSize": 16,
+                            "textAlign": "center",
+                            "margin": "0",
+                            "paddingBottom": "10px",
+                            "paddingTop": "10px",
+                        },
+                    ),
+                    dash_table.DataTable(
+                        df_company_data.to_dict("records"),
+                        [{"name": i, "id": i} for i in df_company_data.columns],
+                        style_table={
+                            "width": "80%",
+                            "overflowX": "auto",
+                            "marginLeft": "auto",
+                            "marginRight": "auto",
+                            "paddingBottom": "20px",
+                            "color": colors["raisin-black"],
+                        },
+                        # hide header of table
+                        css=[
+                            {
+                                "selector": "tr:first-child",
+                                "rule": "display: none",
+                            },
+                        ],
+                        style_cell={"textAlign": "center"},
+                        style_cell_conditional=[
+                            {"if": {"column_id": c}, "fontWeight": "bold"}
+                            for c in ["col1", "col3"]
+                        ],
+                    ),
+                ],
+            ),
+            html.Div(style={"width": "2%", "display": "inline-block"}),
+            html.Div(
+                style={
+                    "backgroundColor": colors["ash-gray"],
+                    "border": "1px solid",
+                    "border-radius": 10,
+                    "width": "15%",
+                    "height": "150px",
+                    "display": "inline-block",
+                    "vertical-align": "top",
+                },
+                children=[
+                    html.H5(
+                        children="Stimmung",
+                        style={
+                            "color": colors["raisin-black"],
+                            "fontSize": 16,
+                            "textAlign": "center",
+                            "margin": "0",
+                            "paddingBottom": "10px",
+                            "paddingTop": "10px",
+                        },
+                    ),
+                ],
+            ),
+            html.Div(style={"width": "2%", "display": "inline-block"}),
+            html.Div(
+                style={
+                    "backgroundColor": colors["ash-gray"],
+                    "border": "1px solid",
+                    "border-radius": 10,
+                    "width": "15%",
+                    "height": "150px",
+                    "display": "inline-block",
+                    "vertical-align": "top",
+                },
+                children=[
+                    html.H5(
+                        children="Aktienkurs",
+                        style={
+                            "color": colors["raisin-black"],
+                            "fontSize": 16,
+                            "textAlign": "center",
+                            "margin": "0",
+                            "paddingBottom": "10px",
+                            "paddingTop": "10px",
+                        },
+                    ),
+                    html.H1(
+                        children=stock,
+                        style={
+                            "color": colors["raisin-black"],
+                            "textAlign": "center",
+                        },
+                    ),
+                ],
+            ),
+            html.Div(style={"width": "2%", "display": "inline-block"}),
+            html.Div(
+                style={
+                    "backgroundColor": colors["ash-gray"],
+                    "border": "1px solid",
+                    "border-radius": 10,
+                    "width": "15%",
+                    "height": "150px",
+                    "display": "inline-block",
+                    "vertical-align": "top",
+                },
+                children=[
+                    html.H5(
+                        children="Umsatz",
+                        style={
+                            "color": colors["raisin-black"],
+                            "fontSize": 16,
+                            "textAlign": "center",
+                            "margin": "0",
+                            "paddingBottom": "10px",
+                            "paddingTop": "10px",
+                        },
+                    ),
+                    html.H1(
+                        children=turnover,
+                        style={
+                            "color": colors["raisin-black"],
+                            "textAlign": "center",
+                        },
+                    ),
+                ],
+            ),
+            html.Div(style={"width": "2%", "display": "inline-block"}),
+            # ]),
+            html.Div(
+                style={
+                    "marginTop": "20px",
+                    "border": "1px solid",
+                },
+                children=[
+                    dcc.Tabs(
+                        id="tabs",
+                        value="tab-1",
+                        children=[
+                            dcc.Tab(
+                                label="Kennzahlen",
+                                value="tab-1",
+                                style=tab_style,
+                                selected_style=tab_selected_style,
+                                children=[kennzahlen_layout],
+                            ),
+                            dcc.Tab(
+                                label="Beteiligte Personen",
+                                value="tab-2",
+                                style=tab_style,
+                                selected_style=tab_selected_style,
+                            ),
+                            dcc.Tab(
+                                label="Stimmung",
+                                value="tab-3",
+                                style=tab_style,
+                                selected_style=tab_selected_style,
+                            ),
+                            dcc.Tab(
+                                label="Verflechtungen",
+                                value="tab-4",
+                                style=tab_style,
+                                selected_style=tab_selected_style,
+                            ),
+                        ],
+                    ),
+                    html.Div(id="tabs-example-content-1"),
+                ],
+            ),
+        ]
+    )
+
+    @callback(
+        Output("select_company", "options"), Input("select_company", "search_value")
+    )
+    def update_options(search_value: str) -> list:
+        """Update page based on selected company."""
+        if not search_value:
+            raise PreventUpdate
+        return [o for o in options if search_value in o["label"]]
+
+    app.run_server(debug=True)
diff --git a/src/aki_prj23_transparenzregister/utils/postgres/entities.py b/src/aki_prj23_transparenzregister/utils/postgres/entities.py
index c398325..bda9b67 100644
--- a/src/aki_prj23_transparenzregister/utils/postgres/entities.py
+++ b/src/aki_prj23_transparenzregister/utils/postgres/entities.py
@@ -28,22 +28,38 @@ class Company(Base):
     __tablename__ = "company"
 
     __table_args__ = (
-        sa.PrimaryKeyConstraint("id"),
         sa.UniqueConstraint("hr", "court_id"),
+        sa.UniqueConstraint("name", "city"),
+        sa.UniqueConstraint("name", "zip_code"),
+        sa.UniqueConstraint("name"),
     )
 
     id = sa.Column(sa.Integer, primary_key=True, autoincrement=True)
-    hr = sa.Column(sa.Integer, nullable=False)
+    hr = sa.Column(sa.String, nullable=False)
     court_id = sa.Column(
         sa.Integer,
         sa.ForeignKey("district_court.id"),
         nullable=False,
     )
+    name = sa.Column(sa.String(150), nullable=False)
+    street = sa.Column(sa.String(100), nullable=True)
+    zip_code = sa.Column(sa.String(5), nullable=True)
+    city = sa.Column(sa.String(100), nullable=True)
+    last_update = sa.Column(sa.Date, nullable=False)
+    sector = sa.Column(sa.String(100), nullable=True)
+
+
+class Person(Base):
+    """Person."""
+
+    __tablename__ = "person"
+    __table_args__ = (sa.UniqueConstraint("name", "surname", "date_of_birth"),)
+
+    id = sa.Column(sa.Integer, primary_key=True)
     name = sa.Column(sa.String(100), nullable=False)
-    street = sa.Column(sa.String(100), nullable=False)
-    zip_code = sa.Column(sa.String(5), nullable=False)
-    city = sa.Column(sa.String(100), nullable=False)
-    sector = sa.Column(sa.String(100), nullable=False)
+    surname = sa.Column(sa.String(100), nullable=False)
+    date_of_birth = sa.Column(sa.Date, nullable=False)
+    works_for = sa.Column(sa.String(100), nullable=True)
 
 
 class AnnualFinanceStatement(Base):
@@ -52,7 +68,7 @@ class AnnualFinanceStatement(Base):
     __tablename__ = "annual_finance_statement"
 
     id = sa.Column(sa.Integer, primary_key=True)
-    company_id = sa.Column(sa.String, sa.ForeignKey("company.id"))
+    company_id = sa.Column(sa.Integer, sa.ForeignKey("company.id"))
     date = sa.Column(sa.DateTime(timezone=True), nullable=False)
     total_volume = sa.Column(sa.Float)
     ebit = sa.Column(sa.Float)
@@ -63,7 +79,6 @@ class AnnualFinanceStatement(Base):
     debt = sa.Column(sa.Float)
     return_on_equity = sa.Column(sa.Float)
     capital_turnover_rate = sa.Column(sa.Float)
-
     # company: Mapped[Company] = relationship(Company)
 
 
@@ -74,7 +89,7 @@ class Sentiment(Base):
     __tablename__ = "sentiment"
 
     id = sa.Column(sa.Integer, primary_key=True)
-    company_id = sa.Column(sa.String, sa.ForeignKey("company.id"))
+    company_id = sa.Column(sa.Integer, sa.ForeignKey("company.id"))
     date = sa.Column(sa.DateTime(timezone=True), default=datetime.now)
     sentiment_type = sa.Column(
         sa.Enum(SentimentTypeEnum),
@@ -82,20 +97,10 @@ class Sentiment(Base):
     )
     value = sa.Column(sa.Float(), nullable=False)
     source = sa.Column(sa.String(100))
-
     # sentiment = relationship(Company)
 
 
 # create person object
-class Person(Base):
-    """Person."""
-
-    __tablename__ = "person"
-
-    id = sa.Column(sa.Integer, primary_key=True)
-    name = sa.Column(sa.String(100), nullable=False)
-    surname = sa.Column(sa.String(100), nullable=False)
-    works_for = sa.Column(sa.String(100))
 
 
 class Relation(Base):
@@ -103,7 +108,7 @@ class Relation(Base):
 
     __tablename__ = "relation"
     id = sa.Column(sa.Integer, primary_key=True)
-    company_id = sa.Column(sa.String, sa.ForeignKey("company.id"))
+    company_id = sa.Column(sa.Integer, sa.ForeignKey("company.id"))
 
     date_from = sa.Column(sa.DateTime(timezone=True), nullable=True)
     date_to = sa.Column(sa.DateTime(timezone=True), nullable=True)
@@ -133,8 +138,7 @@ class CompanyRelation(Relation):
     __tablename__ = "company_relation"
 
     id = sa.Column(sa.Integer, sa.ForeignKey("relation.id"), primary_key=True)
-    company2_id = sa.Column(sa.String, sa.ForeignKey("company.id"), nullable=False)
+    company2_id = sa.Column(sa.Integer, sa.ForeignKey("company.id"), nullable=False)
 
     # company = relationship("Company")
-
     __table_args__ = {"extend_existing": True}
diff --git a/tests/ui/company_finance_dash_test.py b/tests/ui/company_finance_dash_test.py
new file mode 100644
index 0000000..e5d29ce
--- /dev/null
+++ b/tests/ui/company_finance_dash_test.py
@@ -0,0 +1,7 @@
+"""Test for the company stats dashboard."""
+from aki_prj23_transparenzregister.ui import company_finance_dash
+
+
+def test_import() -> None:
+    """Checks if an import co company_stats_dash can be made."""
+    assert company_finance_dash is not None

From f20823a613d90e38664cbca00e8860217ed331bc Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Sun, 3 Sep 2023 17:56:13 +0200
Subject: [PATCH 08/10] Version updates for pre-commit/poetry/linter (#74)

Just a rutine update to keep ruff up to date and sync.
---
 .github/workflows/lint-actions.yaml |  2 +-
 .pre-commit-config.yaml             |  2 +-
 poetry.lock                         | 60 ++++++++++++++---------------
 3 files changed, 32 insertions(+), 32 deletions(-)

diff --git a/.github/workflows/lint-actions.yaml b/.github/workflows/lint-actions.yaml
index 9f7db0d..21cdbb3 100644
--- a/.github/workflows/lint-actions.yaml
+++ b/.github/workflows/lint-actions.yaml
@@ -53,7 +53,7 @@ jobs:
     - uses: actions/checkout@v3
     - uses: chartboost/ruff-action@v1
       with:
-        version: 0.0.277
+        version: 0.0.287
 
   python-requirements:
     name: Check Python Requirements
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a24fb89..651f9b4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -26,7 +26,7 @@ repos:
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-  rev: v0.0.286
+  rev: v0.0.287
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix]
diff --git a/poetry.lock b/poetry.lock
index 4989976..a275658 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -137,18 +137,18 @@ python-dateutil = ">=2.7.0"
 
 [[package]]
 name = "asttokens"
-version = "2.2.1"
+version = "2.3.0"
 description = "Annotate AST trees with source code positions"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "asttokens-2.2.1-py2.py3-none-any.whl", hash = "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"},
-    {file = "asttokens-2.2.1.tar.gz", hash = "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3"},
+    {file = "asttokens-2.3.0-py2.py3-none-any.whl", hash = "sha256:bef1a51bc256d349e9f94e7e40e44b705ed1162f55294220dd561d24583d9877"},
+    {file = "asttokens-2.3.0.tar.gz", hash = "sha256:2552a88626aaa7f0f299f871479fc755bd4e7c11e89078965e928fb7bb9a6afe"},
 ]
 
 [package.dependencies]
-six = "*"
+six = ">=1.12.0"
 
 [package.extras]
 test = ["astroid", "pytest"]
@@ -1279,14 +1279,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.14.0"
+version = "8.15.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "ipython-8.14.0-py3-none-any.whl", hash = "sha256:248aca623f5c99a6635bc3857677b7320b9b8039f99f070ee0d20a5ca5a8e6bf"},
-    {file = "ipython-8.14.0.tar.gz", hash = "sha256:1d197b907b6ba441b692c48cf2a3a2de280dc0ac91a3405b39349a50272ca0a1"},
+    {file = "ipython-8.15.0-py3-none-any.whl", hash = "sha256:45a2c3a529296870a97b7de34eda4a31bee16bc7bf954e07d39abe49caf8f887"},
+    {file = "ipython-8.15.0.tar.gz", hash = "sha256:2baeb5be6949eeebf532150f81746f8333e2ccce02de1c7eedde3f23ed5e9f1e"},
 ]
 
 [package.dependencies]
@@ -1304,9 +1304,9 @@ stack-data = "*"
 traitlets = ">=5"
 
 [package.extras]
-all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
@@ -1620,14 +1620,14 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.7.2"
+version = "2.7.3"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.7.2-py3-none-any.whl", hash = "sha256:98a375347b580e837e7016007c24680a4261ed8ad7cd35196ac087d229f48e5a"},
-    {file = "jupyter_server-2.7.2.tar.gz", hash = "sha256:d64fb4e593907290e5df916e3c9399c15ab2cd7bdb71cbcd1d36452dbfb30523"},
+    {file = "jupyter_server-2.7.3-py3-none-any.whl", hash = "sha256:8e4b90380b59d7a1e31086c4692231f2a2ea4cb269f5516e60aba72ce8317fc9"},
+    {file = "jupyter_server-2.7.3.tar.gz", hash = "sha256:d4916c8581c4ebbc534cebdaa8eca2478d9f3bfdd88eae29fcab0120eac57649"},
 ]
 
 [package.dependencies]
@@ -2900,14 +2900,14 @@ files = [
 
 [[package]]
 name = "pre-commit"
-version = "3.3.3"
+version = "3.4.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pre_commit-3.3.3-py2.py3-none-any.whl", hash = "sha256:10badb65d6a38caff29703362271d7dca483d01da88f9d7e05d0b97171c136cb"},
-    {file = "pre_commit-3.3.3.tar.gz", hash = "sha256:a2256f489cd913d575c145132ae196fe335da32d91a8294b7afe6622335dd023"},
+    {file = "pre_commit-3.4.0-py2.py3-none-any.whl", hash = "sha256:96d529a951f8b677f730a7212442027e8ba53f9b04d217c4c67dc56c393ad945"},
+    {file = "pre_commit-3.4.0.tar.gz", hash = "sha256:6bbd5129a64cad4c0dfaeeb12cd8f7ea7e15b77028d985341478c8af3c759522"},
 ]
 
 [package.dependencies]
@@ -3263,14 +3263,14 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "7.4.0"
+version = "7.4.1"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.4.0-py3-none-any.whl", hash = "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32"},
-    {file = "pytest-7.4.0.tar.gz", hash = "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"},
+    {file = "pytest-7.4.1-py3-none-any.whl", hash = "sha256:460c9a59b14e27c602eb5ece2e47bec99dc5fc5f6513cf924a7d03a578991b1f"},
+    {file = "pytest-7.4.1.tar.gz", hash = "sha256:2f2301e797521b23e4d2585a0a3d7b5e50fdddaaf7e7d6773ea26ddb17c213ab"},
 ]
 
 [package.dependencies]
@@ -3586,14 +3586,14 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtconsole"
-version = "5.4.3"
+version = "5.4.4"
 description = "Jupyter Qt console"
 category = "dev"
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "qtconsole-5.4.3-py3-none-any.whl", hash = "sha256:35fd6e87b1f6d1fd41801b07e69339f8982e76afd4fa8ef35595bc6036717189"},
-    {file = "qtconsole-5.4.3.tar.gz", hash = "sha256:5e4082a86a201796b2a5cfd4298352d22b158b51b57736531824715fc2a979dd"},
+    {file = "qtconsole-5.4.4-py3-none-any.whl", hash = "sha256:a3b69b868e041c2c698bdc75b0602f42e130ffb256d6efa48f9aa756c97672aa"},
+    {file = "qtconsole-5.4.4.tar.gz", hash = "sha256:b7ffb53d74f23cee29f4cdb55dd6fabc8ec312d94f3c46ba38e1dde458693dfb"},
 ]
 
 [package.dependencies]
@@ -3604,7 +3604,7 @@ jupyter-core = "*"
 packaging = "*"
 pygments = "*"
 pyzmq = ">=17.1"
-qtpy = ">=2.0.1"
+qtpy = ">=2.4.0"
 traitlets = "<5.2.1 || >5.2.1,<5.2.2 || >5.2.2"
 
 [package.extras]
@@ -3901,14 +3901,14 @@ stats = ["scipy (>=1.3)", "statsmodels (>=0.10)"]
 
 [[package]]
 name = "selenium"
-version = "4.11.2"
+version = "4.12.0"
 description = ""
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "selenium-4.11.2-py3-none-any.whl", hash = "sha256:98e72117b194b3fa9c69b48998f44bf7dd4152c7bd98544911a1753b9f03cc7d"},
-    {file = "selenium-4.11.2.tar.gz", hash = "sha256:9f9a5ed586280a3594f7461eb1d9dab3eac9d91e28572f365e9b98d9d03e02b5"},
+    {file = "selenium-4.12.0-py3-none-any.whl", hash = "sha256:b2c48b1440db54a0653300d9955f5421390723d53b36ec835e18de8e13bbd401"},
+    {file = "selenium-4.12.0.tar.gz", hash = "sha256:95be6aa449a0ab4ac1198bb9de71bbe9170405e04b9752f4b450dc7292a21828"},
 ]
 
 [package.dependencies]
@@ -4001,14 +4001,14 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.4.1"
+version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "soupsieve-2.4.1-py3-none-any.whl", hash = "sha256:1c1bfee6819544a3447586c889157365a27e10d88cde3ad3da0cf0ddf646feb8"},
-    {file = "soupsieve-2.4.1.tar.gz", hash = "sha256:89d12b2d5dfcd2c9e8c22326da9d9aa9cb3dfab0a83a024f05704076ee8d35ea"},
+    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
+    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
 ]
 
 [[package]]

From 17e89da0d8113adec5889808b2f12e153afbbc9d Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Mon, 4 Sep 2023 19:48:14 +0200
Subject: [PATCH 09/10] Repo struktur dokumentieren (#75)

---
 CONTRIBUTING.md                               | 46 +++++++++----------
 README.md                                     | 34 ++++++++++++--
 documentations/index.rst                      |  5 ++
 .../ai/__init__.py                            |  1 +
 .../config/__init__.py                        |  2 +-
 5 files changed, 59 insertions(+), 29 deletions(-)
 create mode 100644 src/aki_prj23_transparenzregister/ai/__init__.py

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 71ba65a..ac2c1ed 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -11,32 +11,26 @@
 - [Install the python Project](https://python-poetry.org/docs/basic-usage/#installing-dependencies)
 - [Install pre-commit](https://pre-commit.com/#install)
 
-## Setup
+## Repository structure
 
-### Connection strings
+- **src/`aki_prj23_transparenzregister`**:
+    - This subfolder/`package` contains several subdirectories:
+        - `ai`:
+            - Houses AI models and pipelines, including NER and sentiment analysis.
+        - `config`:
+            - Contains configuration files such as database connection strings and model files.
+        - `models`:
+            - Stores data models.
+        - `ui`:
+            - Manages the user interface and dash interface.
+        - `utils`:
+            - Contains general tooling functions, including database access and other miscellaneous functions.
 
-Create a `secrets.json` in the root of this repo with the following structure (values to be replaces by desired config):
-
-```json
-   {
-  "postgres": {
-    "username": "postgres",
-    "password": "postgres",
-    "host": "localhost",
-    "database": "postgres",
-    "port": 5432
-  },
-  "mongo": {
-    "username": "username",
-    "password": "password",
-    "host": "localhost",
-    "database": "transparenzregister",
-    "port": 27017
-  }
-}
-```
-
-Example usage see [connector.py](./src/aki_prj23_transparenzregister/utils/postgres/connector.py)
+- **tests**:
+    - Test files organized in a mirrored structure of the 'src' folder. Please at least import every python file you
+      add.
+      Please Try to test every function with a test that compares with an example result. If that is not possible it
+      would be best to find a big consensus that only limited testing is required.
 
 ## Code style
 
@@ -49,6 +43,10 @@ We defined to use the following formats:
 - Import Order by [isort](https://pycqa.github.io/isort/)
 - Strict Typing of function headers see the examples provided by
   the [mypy](https://mypy.readthedocs.io/en/stable/cheat_sheet_py3.html) documentation.
+- The generell linting is done by ruff but since ruff is a reimplementation of ruff of many different linters the old
+  documentations are still valid.
+- Ruff can be executed with the `ruff .` command. May errors are auto-fixable with `ruff --fix .` if they are straight
+  forward changes.
 
 ## Language
 
diff --git a/README.md b/README.md
index bef0fbe..bc669d1 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,39 @@
 # aki_prj23_transparenzregister
 
-[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
+[![python](https://img.shields.io/badge/Python-3.11-3776AB.svg?style=flat&logo=python&logoColor=white)](https://www.python.org)
 [![Actions status](https://github.com/astral-sh/ruff/workflows/CI/badge.svg)](https://github.com/astral-sh/ruff/actions)
-[![Pytest](https://github.com/fhswf/aki_prj23_transparenzregister/actions/workflows/test-action.yaml/badge.svg?branch=main)](https://github.com/fhswf/aki_prj23_transparenzregister/actions/workflows/test-action.yaml)
-[![Python-Lint-Push-Action](https://github.com/fhswf/aki_prj23_transparenzregister/actions/workflows/lint-actions.yaml/badge.svg)](https://github.com/fhswf/aki_prj23_transparenzregister/actions/workflows/lint-actions.yaml)
+[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
+[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://github.com/pre-commit/pre-commit)
+[![Checked with mypy](http://www.mypy-lang.org/static/mypy_badge.svg)](http://mypy-lang.org/)
+[![Documentation Status](https://readthedocs.org/projects/mypy/badge/?version=stable)](https://mypy.readthedocs.io/en/stable/?badge=stable)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 
 ## Contributions
 
 See the [CONTRIBUTING.md](CONTRIBUTING.md) about how code should be formatted and what kind of rules we set ourselves.
 
-[![bandit](https://github.com/fhswf/aki_prj23_transparenzregister/actions/workflows/bandit-action.yaml/badge.svg)](https://github.com/fhswf/aki_prj23_transparenzregister/actions/workflows/bandit-action.yaml)
+## DB Connection settings
+
+To connect to the SQL db see [sql/connector.py](./src/aki_prj23_transparenzregister/utils/postgres/connector.py)
+To connect to the Mongo db see [connect]
+
+Create a `secrets.json` in the root of this repo with the following structure (values to be replaces by desired config):
+
+```json
+   {
+  "postgres": {
+    "username": "postgres",
+    "password": "postgres",
+    "host": "localhost",
+    "database": "postgres",
+    "port": 5432
+  },
+  "mongo": {
+    "username": "username",
+    "password": "password",
+    "host": "localhost",
+    "database": "transparenzregister",
+    "port": 27017
+  }
+}
+```
diff --git a/documentations/index.rst b/documentations/index.rst
index 4a4ec1d..20efae3 100644
--- a/documentations/index.rst
+++ b/documentations/index.rst
@@ -4,6 +4,11 @@ Transparenzregister Dokumentation
 =================================
 This is the documentation for the AKI project group on the german transparenzregister and an Analysis there of.
 
+.. include:: ../README.md
+    :parser: myst_parser.sphinx_
+.. include:: ../CONTRIBUTING.md
+    :parser: myst_parser.sphinx_
+
 .. toctree::
    :maxdepth: 3
    :caption: Project Management
diff --git a/src/aki_prj23_transparenzregister/ai/__init__.py b/src/aki_prj23_transparenzregister/ai/__init__.py
new file mode 100644
index 0000000..3166040
--- /dev/null
+++ b/src/aki_prj23_transparenzregister/ai/__init__.py
@@ -0,0 +1 @@
+"""This module contains all the ai pipelines."""
diff --git a/src/aki_prj23_transparenzregister/config/__init__.py b/src/aki_prj23_transparenzregister/config/__init__.py
index 2730631..f5d43d4 100644
--- a/src/aki_prj23_transparenzregister/config/__init__.py
+++ b/src/aki_prj23_transparenzregister/config/__init__.py
@@ -1 +1 @@
-"""App configuration."""
+"""App configuration tools."""

From d04255a7a8590c5e73efbf74bc74ecb90d2ac0b9 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Mon, 4 Sep 2023 19:49:17 +0200
Subject: [PATCH 10/10] Old date corrected in meeting notes fixed (#76)

The date in the meeting nots was from the meeting two weeks before.
---
 .../meeting-notes/Meeting_2023-08-31.md       | 31 ++++++++++---------
 1 file changed, 17 insertions(+), 14 deletions(-)

diff --git a/documentations/meeting-notes/Meeting_2023-08-31.md b/documentations/meeting-notes/Meeting_2023-08-31.md
index 83dc1b6..a77acc8 100644
--- a/documentations/meeting-notes/Meeting_2023-08-31.md
+++ b/documentations/meeting-notes/Meeting_2023-08-31.md
@@ -1,6 +1,7 @@
-# Weekly *9*: 17.08.2023
+# Weekly *9*: 31.08.2023
 
 ## Teilnehmer
+
 - Prof. Arinir
 - Tristan Nolde
 - Philipp Horstenkamp
@@ -12,26 +13,28 @@
 - Rückmeldung von Herrn Gawron bzgl. mehr Ressourcen steht noch aus, ggfs. persönliche Absprache nächste Woche möglich
 
 - Rückfrage von Herrn Arinir bezüglich Aufbau der Software und Architektur
-    - Gerade werden einzelne Funktionen erstellt, Daten werden ungefiltert in die Mongo DB geschrieben, anschließend Bereinigung und Übertragung in die Postgres
+    - Gerade werden einzelne Funktionen erstellt, Daten werden ungefiltert in die Mongo DB geschrieben, anschließend
+      Bereinigung und Übertragung in die Postgres
     - Vorstellung aktueller Repo-Struktur durch Tristan, relevanter Code befindet sich im src-Ordner
 
 - Wie kann sichergestellt werden, dass unsere Ziele erreicht werden?
     - Zeitplan/Meilensteinplan gewünscht
     - Wann soll was erreicht werden?
     - Burndown-Diagramm
-    -> Umsetzung durch Team beim Präsenzmeeting am 09.09.2023
+      -> Umsetzung durch Team beim Präsenzmeeting am 09.09.2023
 
-- Kurze Vorstellung der bearbeiteten Themen: NER + Sentiment (Sebastian), Finanzdaten (Tristan), UI (Kim), Datentransfer (Philipp)
+- Kurze Vorstellung der bearbeiteten Themen: NER + Sentiment (Sebastian), Finanzdaten (Tristan), UI (Kim),
+  Datentransfer (Philipp)
 
 ## Abgeleitete Action Items
 
-| Action Item | Verantwortlicher | Deadline        |
-|-------------|------------------|-----------------|
-| Festlegung Zeitplan für Präsenztreffen | Alle  | 07.09.2023 |
-| Zeitplan bzw. Meilensteinplan | Alle  | nächstes Weekly |
-| Erstellen einer Übersicht aller bestehenden Services | Alle  | nächstes Weekly |
-| Update bzgl. Cluster und Ressourcen | Herr Arinir | nächstes Weekly |
-| Finanzdaten finalisieren | Tristan  | nächstes Weekly |
-| NER/Sentiment Aggregation | Sebastian  | nächstes Weekly |
-| Füllen der UI mit Echtdaten | Kim | nächstes Weekly |
-| Teststruktur für SQL hinzufügen | Philipp  | nächstes Weekly |
+| Action Item                                          | Verantwortlicher | Deadline        |
+|------------------------------------------------------|------------------|-----------------|
+| Festlegung Zeitplan für Präsenztreffen               | Alle             | 07.09.2023      |
+| Zeitplan bzw. Meilensteinplan                        | Alle             | nächstes Weekly |
+| Erstellen einer Übersicht aller bestehenden Services | Alle             | nächstes Weekly |
+| Update bzgl. Cluster und Ressourcen                  | Herr Arinir      | nächstes Weekly |
+| Finanzdaten finalisieren                             | Tristan          | nächstes Weekly |
+| NER/Sentiment Aggregation                            | Sebastian        | nächstes Weekly |
+| Füllen der UI mit Echtdaten                          | Kim              | nächstes Weekly |
+| Teststruktur für SQL hinzufügen                      | Philipp          | nächstes Weekly |