diff --git a/.gitattributes b/.gitattributes
index dfe0770..9d869e2 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1,2 +1,3 @@
 # Auto detect text files and perform LF normalization
 * text=auto
+*.ipynb linguist-vendored
\ No newline at end of file
diff --git a/README.rst b/README.rst
index c27b217..c51026d 100644
--- a/README.rst
+++ b/README.rst
@@ -19,7 +19,7 @@ pylovo
 
 Introduction
 ============
-# pylovo (python tool for low-voltage distribution grid generation)
+**pylovo (python tool for low-voltage distribution grid generation)**
 
 This tool provides a comprehensive public-data-based module to generate synthetic low-voltage distribution grids for a
 freely-selected research area. The main data input is the buildings, roads and transformers geographic data that are obtained
diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
index cb775cc..d6b4127 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["classification/classification_steps/clustering", "classification/classification_steps/filter_grids", "classification/classification_steps/grid_generation_for_classification", "classification/classification_steps/index", "classification/classification_steps/parameters", "classification/classification_steps/sampling", "classification/index", "classification/overview/overview", "classification/usage/usage", "docs_pylovo/installation", "docs_pylovo/municipal_register/municipal_register", "docs_pylovo/osm_trafos", "grid_generation/explanation/building_data_import", "grid_generation/explanation/grid_generation_process", "grid_generation/explanation/overview", "grid_generation/explanation/resources", "grid_generation/index", "grid_generation/main_workflow/main_workflow", "grid_generation/usage/usage", "index", "visualisation/index", "visualisation/plotting/index", "visualisation/plotting/plot_classification", "visualisation/plotting/plot_network_data_per_plz", "visualisation/plotting/plot_networks", "visualisation/qgis/qgis"], "filenames": ["classification\\classification_steps\\clustering.rst", "classification\\classification_steps\\filter_grids.rst", "classification\\classification_steps\\grid_generation_for_classification.rst", "classification\\classification_steps\\index.rst", "classification\\classification_steps\\parameters.rst", "classification\\classification_steps\\sampling.rst", "classification\\index.rst", "classification\\overview\\overview.rst", "classification\\usage\\usage.rst", "docs_pylovo\\installation.rst", "docs_pylovo\\municipal_register\\municipal_register.rst", "docs_pylovo\\osm_trafos.rst", "grid_generation\\explanation\\building_data_import.rst", "grid_generation\\explanation\\grid_generation_process.rst", "grid_generation\\explanation\\overview.rst", "grid_generation\\explanation\\resources.rst", "grid_generation\\index.rst", "grid_generation\\main_workflow\\main_workflow.rst", "grid_generation\\usage\\usage.rst", "index.rst", "visualisation\\index.rst", "visualisation\\plotting\\index.rst", "visualisation\\plotting\\plot_classification.rst", "visualisation\\plotting\\plot_network_data_per_plz.rst", "visualisation\\plotting\\plot_networks.rst", "visualisation\\qgis\\qgis.rst"], "titles": ["Cluster the Grids", "Filter Grids", "Grid Generation for Classification", "Classification Steps", "Calculate Parameters for Grids", "Create a Sample Set of PLZ for Clustering", "Classification of Pylovo Grids", "Short Summary of the Classification Steps", "Usage", "Installation", "Municipal Register", "Preprocess transformers from OSM data (Optional)", "Building Data Import", "Grid Generation Process", "Short Summary of the Grid Generation Steps", "Resources and Interfaces for Grid Generation", "Grid Generation", "Main workflow", "Tool Usage", "pylovo", "Visualisation", "Plotting Networks", "Plot Graphs for Classification", "Plot Network Data per PLZ", "Plot Networks", "QGIS Visualisation"], "terms": 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\ No newline at end of file
+Search.setIndex({"docnames": ["classification/classification_steps/clustering", "classification/classification_steps/filter_grids", "classification/classification_steps/grid_generation_for_classification", "classification/classification_steps/index", "classification/classification_steps/parameters", "classification/classification_steps/sampling", "classification/index", "classification/overview/overview", "classification/usage/usage", "docs_pylovo/installation", "docs_pylovo/municipal_register/municipal_register", "docs_pylovo/osm_trafos", "grid_generation/explanation/building_data_import", "grid_generation/explanation/grid_generation_process", "grid_generation/explanation/overview", "grid_generation/explanation/resources", "grid_generation/index", "grid_generation/main_workflow/main_workflow", "grid_generation/usage/usage", "index", "visualisation/index", "visualisation/plotting/index", "visualisation/plotting/plot_classification", "visualisation/plotting/plot_network_data_per_plz", "visualisation/plotting/plot_networks", "visualisation/qgis/qgis"], "filenames": ["classification\\classification_steps\\clustering.rst", "classification\\classification_steps\\filter_grids.rst", "classification\\classification_steps\\grid_generation_for_classification.rst", "classification\\classification_steps\\index.rst", "classification\\classification_steps\\parameters.rst", "classification\\classification_steps\\sampling.rst", "classification\\index.rst", "classification\\overview\\overview.rst", "classification\\usage\\usage.rst", "docs_pylovo\\installation.rst", "docs_pylovo\\municipal_register\\municipal_register.rst", "docs_pylovo\\osm_trafos.rst", "grid_generation\\explanation\\building_data_import.rst", "grid_generation\\explanation\\grid_generation_process.rst", "grid_generation\\explanation\\overview.rst", "grid_generation\\explanation\\resources.rst", "grid_generation\\index.rst", "grid_generation\\main_workflow\\main_workflow.rst", "grid_generation\\usage\\usage.rst", 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\ No newline at end of file