diff --git a/src/aki_prj23_transparenzregister/ui/assets/networkx_style.css b/src/aki_prj23_transparenzregister/ui/assets/networkx_style.css index 5e49be9..48a6db7 100644 --- a/src/aki_prj23_transparenzregister/ui/assets/networkx_style.css +++ b/src/aki_prj23_transparenzregister/ui/assets/networkx_style.css @@ -1,18 +1,20 @@ .networkx_style { float: right; margin-top: 20px; - margin-left: 20px; + margin-left: 10px; + margin-right: 20px; border: 1px solid; border-color: blue; - width: 45%; - height: 500px; + width: 57%; + height: 100%; } .top_companytable_style { float: left; margin-top: 20px; - margin-right: 20px; + margin-left: 20px; + margin-right: 10px; border: 1px solid; - width: 45%; + width: 37%; height: 100%; } \ No newline at end of file diff --git a/src/aki_prj23_transparenzregister/ui/pages/home.py b/src/aki_prj23_transparenzregister/ui/pages/home.py index c82d12b..8b07938 100644 --- a/src/aki_prj23_transparenzregister/ui/pages/home.py +++ b/src/aki_prj23_transparenzregister/ui/pages/home.py @@ -3,14 +3,32 @@ import dash import networkx as nx import pandas as pd import plotly.graph_objects as go -from dash import Input, Output, callback, html +from dash import Input, Output, callback, html, dcc, dash_table, ctx +import dash_daq as daq + from aki_prj23_transparenzregister.utils.networkx.networkx_data import ( find_all_company_relations, find_top_companies, + get_all_person_relations, + get_all_company_relations, + filter_relation_type, + filter_relation_with_more_than_one_connection, + create_edge_and_node_list +) +from aki_prj23_transparenzregister.utils.networkx.network_3d import ( + initialize_network, + create_3d_graph, +) + +from aki_prj23_transparenzregister.utils.networkx.network_2d import ( + create_2d_graph, ) +# Get Data +person_relation = filter_relation_type(get_all_person_relations(), "HAFTENDER_GESELLSCHAFTER") +company_relation = filter_relation_with_more_than_one_connection(get_all_company_relations(), "id_company_to", "id_company_from") dash.register_page( __name__, @@ -29,99 +47,14 @@ dash.register_page( def networkGraph(EGDE_VAR: None) -> go.Figure: # find_all_company_relations() - edges = [] - for index, row in find_all_company_relations().iterrows(): - edges.append([row["company_name"], row["connected_company_name"]]) - network_graph = nx.Graph() - network_graph.add_edges_from(edges) - pos = nx.spring_layout(network_graph) +graph, metrices = initialize_network(nodes = nodes, edges = edges) +# print(graph) +metric = None +network = create_3d_graph(graph, nodes, edges, metrices, metric) - # edges trace - edge_x = [] - edge_y = [] - for edge in network_graph.edges(): - x0, y0 = pos[edge[0]] - x1, y1 = pos[edge[1]] - edge_x.append(x0) - edge_x.append(x1) - edge_x.append(None) - edge_y.append(y0) - edge_y.append(y1) - edge_y.append(None) - - edge_trace = go.Scatter( - x=edge_x, - y=edge_y, - line={"color": "black", "width": 1}, - hoverinfo="none", - showlegend=False, - mode="lines", - ) - - # nodes trace - node_x = [] - node_y = [] - text = [] - for node in network_graph.nodes(): - x, y = pos[node] - node_x.append(x) - node_y.append(y) - text.append(node) - - node_trace = go.Scatter( - x=node_x, - y=node_y, - text=text, - mode="markers+text", - showlegend=False, - hoverinfo="none", - marker={"color": "pink", "size": 50, "line": {"color": "black", "width": 1}}, - ) - - # layout - layout = { - "plot_bgcolor": "white", - "paper_bgcolor": "white", - "margin": {"t": 10, "b": 10, "l": 10, "r": 10, "pad": 0}, - "xaxis": { - "linecolor": "black", - "showgrid": False, - "showticklabels": False, - "mirror": True, - }, - "yaxis": { - "linecolor": "black", - "showgrid": False, - "showticklabels": False, - "mirror": True, - }, - } - - print(nx.eigenvector_centrality(network_graph)) - measure_vector = {} - network_metrics_df = pd.DataFrame() - - measure_vector = nx.eigenvector_centrality(network_graph) - network_metrics_df["eigenvector"] = measure_vector.values() - - measure_vector = nx.degree_centrality(network_graph) - network_metrics_df["degree"] = measure_vector.values() - - measure_vector = nx.betweenness_centrality(network_graph) - network_metrics_df["betweeness"] = measure_vector.values() - - measure_vector = nx.closeness_centrality(network_graph) - network_metrics_df["closeness"] = measure_vector.values() - - # measure_vector = nx.pagerank(network_graph) - # network_metrics_df["pagerank"] = measure_vector.values() - - # measure_vector = nx.average_degree_connectivity(network_graph) - # network_metrics_df["average_degree"] = measure_vector.values() - print(network_metrics_df) - - # figure - return go.Figure(data=[edge_trace, node_trace], layout=layout) +company_relation_type_filter = get_all_person_relations()["relation_type"].unique() +print(company_relation_type_filter) +person_relation_type_filter = get_all_company_relations()["relation_type"].unique() df = find_top_companies() @@ -130,44 +63,122 @@ with open("src/aki_prj23_transparenzregister/ui/assets/network_graph.html") as f layout = html.Div( - children=[ - # NOTE lib dir created by NetworkX has to be placed in assets - html.Iframe( - src="assets/network_graph.html", - style={"height": "100vh", "width": "100vw"}, - allow="*", - ) - ] - # children = html.Div( - # children=[ - # html.Div( - # className="top_companytable_style", - # children=[ - # html.Title(title="Top Ten Unternehmen", style={"align": "mid"}), - # dash_table.DataTable(df.to_dict('records'), [{"name": i, "id": i} for i in df.columns]) - # ] - # ), - # html.Div( - # className="networkx_style", - # children=[ - # html.Header(title="Social Graph"), - # dcc.Dropdown(['eigenvector', 'degree', 'betweeness', 'closeness'], 'eigenvector', id='demo-dropdown'), - # "Text", - # dcc.Input(id="EGDE_VAR", type="text", value="K", debounce=True), - # # dcc.Dropdown(['eigenvector', 'degree', 'betweeness', 'closeness'], 'eigenvector', id='metric-dropdown'), - # dcc.Graph(id="my-graph"), - # ] - # ) - # ] - # ) + # children=[ + # # NOTE lib dir created by NetworkX has to be placed in assets + # # html.Iframe( + # # src="assets/network_graph.html", + # # style={"height": "100vh", "width": "100vw"}, + # # allow="*", + # # ) + # ] + children = html.Div( + children=[ + html.Div( + className="top_companytable_style", + children=[ + html.Title(title="Top Ten Unternehmen", style={"align": "mid"}), + dash_table.DataTable(df.to_dict('records'), [{"name": i, "id": i} for i in df.columns]) + ] + ), + html.Div( + className="networkx_style", + children=[ + html.Header(title="Social Graph"), + "Company Relation Type Filter:", + dcc.Dropdown(company_relation_type_filter, company_relation_type_filter[0], id='dropdown_companyrelation_filter'), + "Person Relation Type Filter:", + dcc.Dropdown(person_relation_type_filter, person_relation_type_filter[0], id='dropdown_personrelation_filter'), + "Choose Graph Metric:", + dcc.Dropdown(['None','eigenvector', 'degree', 'betweeness', 'closeness'], 'None', id='dropdown'), + # "Text", + # dcc.Input(id="EGDE_VAR", type="text", value="K", debounce=True), + daq.BooleanSwitch(id='switch', on=False), + # html.Div(id='switch'), + # dcc.Dropdown(['eigenvector', 'degree', 'betweeness', 'closeness'], 'eigenvector', id='metric-dropdown'), + # dcc.Graph(id="my-graph"), + dcc.Graph(figure = network, id='my-graph'), + # html.Div(id='my-graph'), + ] + ) + ] + ) ) @callback( Output("my-graph", "figure"), # Input('metric-dropdown', 'value'), - [Input("EGDE_VAR", "value")], + [Input("dropdown", "value"), + Input("switch", "on"), + Input("dropdown_companyrelation_filter", "value"), + Input("dropdown_personrelation_filter", "value")], + prevent_initial_call=True, + allow_duplicate=True ) -def update_output(EGDE_VAR: None) -> None: +def update_figure(selected_value, on, c_relation_filter, p_relation_filter): + triggered_id = ctx.triggered_id + + find_top_companies() - return networkGraph(EGDE_VAR) + + if selected_value == "None": + metric = None + else: + metric = selected_value + + + + if triggered_id == 'switch': + + if on: + return update_mode(on, selected_value) + else: + return create_3d_graph(graph, nodes, edges, metrices, metric) + elif triggered_id == 'dropdown': + + if on: + return update_mode(on, selected_value) + else: + return create_3d_graph(graph, nodes, edges, metrices, metric) + + # print(c_relation_filter) + # print(p_relation_filter) + # if triggered_id == 'dropdown_companyrelation_filter' or triggered_id == 'dropdown_personrelation_filter': + # print("Hallo") + # print(selected_value) + # graph, metrices = update_graph_data(person_relation_type= p_relation_filter, company_relation_type= c_relation_filter) + # if on: + # return update_mode(on, selected_value) + # else: + # return create_3d_graph(graph, nodes, edges, metrices, metric) + # print(metrices) + # print(graph) + +def update_mode(value, metric): + + if metric == "None": + metric = None + if value == True: + return create_2d_graph(graph, nodes, edges, metrices, metric) + + + + +def update_graph_data(person_relation_type = "HAFTENDER_GESELLSCHAFTER", company_relation_type = "GESCHAEFTSFUEHRER"): + # Get Data + person_df = get_all_person_relations() + company_df = get_all_company_relations() + + person_relation = filter_relation_type(person_df, person_relation_type) + company_relation = filter_relation_type(company_df, company_relation_type) + print(company_relation) + + # company_relation = filter_relation_with_more_than_one_connection(company_relation, "id_company_to", "id_company_from") + # print(company_relation) + #Create Edge and Node List from data + nodes, edges = create_edge_and_node_list(person_relation, company_relation) + # print(edges) + + graph, metrices = initialize_network(nodes = nodes, edges = edges) + return graph, metrices + \ No newline at end of file diff --git a/src/aki_prj23_transparenzregister/utils/networkx/network_2d.py b/src/aki_prj23_transparenzregister/utils/networkx/network_2d.py new file mode 100644 index 0000000..a7fe3f3 --- /dev/null +++ b/src/aki_prj23_transparenzregister/utils/networkx/network_2d.py @@ -0,0 +1,128 @@ +import networkx as nx +import pandas as pd +import plotly.graph_objects as go + +def initialize_network(edges: list, nodes: list): + # create edges from dataframe + df_edges = pd.DataFrame(edges) + graph = nx.from_pandas_edgelist(df_edges, source="from", target="to", edge_attr="type") + + # update node attributes from dataframe + nx.set_node_attributes(graph, nodes) + + metrices = pd.DataFrame(columns=["degree", "eigenvector", "betweeness", "closeness", "pagerank"]) + + metrices["eigenvector"] = nx.eigenvector_centrality(graph).values() + metrices["degree"] = nx.degree_centrality(graph).values() + metrices["betweeness"] = nx.betweenness_centrality(graph).values() + metrices["closeness"] = nx.closeness_centrality(graph).values() + metrices["pagerank"] = nx.pagerank(graph).values() + + return graph, metrices + +def create_2d_graph(graph, nodes, edges,metrices, metric): + edge_x = [] + edge_y = [] + + pos = nx.spring_layout(graph) + + edge_weight_x = [] + edge_weight_y = [] + G = graph + for edge in G.edges(): + x0, y0 = pos[edge[0]] + x1, y1 = pos[edge[1]] + edge_x.append(x0) + edge_x.append(x1) + edge_x.append(None) + edge_y.append(y0) + edge_y.append(y1) + edge_y.append(None) + + # edge_weight_x.append(x1 + x1 - x0) + # edge_weight_y.append(y1 + y1 - y0) + # edge_weight_x.append(x0 + x0 - x1) + # edge_weight_y.append(y0 + y0 - y1) + edge_weight_x.append(x0 + ((x1 - x0) / 2)) + edge_weight_y.append(y0 + ((y1 - y0) / 2)) + + edge_trace = go.Scatter( + x=edge_x, y=edge_y, + line=dict(width=0.5, color='#888'), + hoverinfo='none', + mode='lines') + + edge_weights_trace = go.Scatter(x=edge_weight_x,y= edge_weight_y, mode='text', + marker_size=1, + text=[0.45, 0.7, 0.34], + textposition='top center', + hovertemplate='weight: %{text}') + + + node_x = [] + node_y = [] + for node in G.nodes(): + x, y = pos[node] + node_x.append(x) + node_y.append(y) + + node_trace = go.Scatter( + x=node_x, y=node_y, + mode='markers', + hoverinfo='text', + marker=dict( + showscale=True, + colorscale='YlGnBu', + reversescale=True, + color=[], + size=10, + colorbar=dict( + thickness=15, + title='Node Connections', + xanchor='left', + titleside='right' + ), + line_width=2)) + + #Set Color by using the nodes DataFrame with its Color Attribute. The sequence matters! + colors = list(nx.get_node_attributes(graph, "color").values()) + + node_names = [] + for key, value in nodes.items(): + + if 'name' in value.keys(): + node_names.append(value["name"]) + else: + node_names.append(value["firstname"] + " " + value["lastname"]) + + + node_trace.marker.color = colors + node_trace.text = node_names + + if metric != None: + node_trace.marker.size = list(metrices[metric]*500) + # print(list(metrices[metric]*500)) + + + edge_type_list = [] + + for row in edges: + edge_type_list.append(row["type"]) + + edge_weights_trace.text = edge_type_list + + return go.Figure(data=[edge_trace, edge_weights_trace, node_trace], + layout=go.Layout( + title='
Network graph made with Python', + titlefont_size=16, + showlegend=False, + hovermode='closest', + margin=dict(b=20,l=5,r=5,t=40), + annotations=[ dict( + text="Python code: https://plotly.com/ipython-notebooks/network-graphs/", + showarrow=False, + xref="paper", yref="paper", + x=0.005, y=-0.002 ) ], + xaxis=dict(showgrid=False, zeroline=False, showticklabels=False), + yaxis=dict(showgrid=False, zeroline=False, showticklabels=False)) + ) \ No newline at end of file diff --git a/src/aki_prj23_transparenzregister/utils/networkx/network_3d.py b/src/aki_prj23_transparenzregister/utils/networkx/network_3d.py new file mode 100644 index 0000000..c511cd6 --- /dev/null +++ b/src/aki_prj23_transparenzregister/utils/networkx/network_3d.py @@ -0,0 +1,142 @@ +import networkx as nx +import pandas as pd +import plotly.graph_objects as go + +def initialize_network(edges: list, nodes: list): + # create edges from dataframe + df_edges = pd.DataFrame(edges) + graph = nx.from_pandas_edgelist(df_edges, source="from", target="to", edge_attr="type") + + # update node attributes from dataframe + nx.set_node_attributes(graph, nodes) + + metrices = pd.DataFrame(columns=["degree", "eigenvector", "betweeness", "closeness", "pagerank"]) + + metrices["eigenvector"] = nx.eigenvector_centrality(graph).values() + metrices["degree"] = nx.degree_centrality(graph).values() + metrices["betweeness"] = nx.betweenness_centrality(graph).values() + metrices["closeness"] = nx.closeness_centrality(graph).values() + metrices["pagerank"] = nx.pagerank(graph).values() + + return graph, metrices + +def create_3d_graph(graph, nodes, edges,metrices, metric): + edge_x = [] + edge_y = [] + edge_z = [] + + # 3d spring layout + pos = nx.spring_layout(graph, dim=3, seed=779) + + for edge in graph.edges(): + x0, y0, z0 = pos[edge[0]] + x1, y1, z1 = pos[edge[1]] + + edge_x.append(x0) + edge_x.append(x1) + + edge_y.append(y0) + edge_y.append(y1) + + edge_z.append(z0) + edge_z.append(z1) + + edge_trace=go.Scatter3d(x=edge_x, + y=edge_y, + z=edge_z, + mode='lines', + line=dict(color='rgb(125,125,125)', width=1), + hoverinfo='none' + ) + + node_x = [] + node_y = [] + node_z = [] + + for node in graph.nodes(): + x, y, z = pos[node] + node_x.append(x) + node_y.append(y) + node_z.append(z) + + node_trace=go.Scatter3d(x=node_x, + y=node_y, + z=node_z, + mode='markers', + name='actors', + marker=dict(symbol='circle', + size=6, + color="blue", + colorscale='Viridis', + line=dict(color='rgb(50,50,50)', width=0.5) + ), + # text=labels, + hoverinfo='text' + ) + + axis=dict(showbackground=False, + showline=False, + zeroline=False, + showgrid=False, + showticklabels=False, + title='' + ) + + layout = go.Layout( + title="Social Graph", + + showlegend=False, + scene=dict( + xaxis=dict(axis), + yaxis=dict(axis), + zaxis=dict(axis), + ), + margin=dict( + t=10 + ), + hovermode='closest', + annotations=[ + dict( + showarrow=False, + text="Companies (Blue) & Person (Red) Relation", + xref='paper', + yref='paper', + x=0, + y=0.1, + xanchor='left', + yanchor='bottom', + font=dict( + size=14 + ) + ) + ], ) + + #Set Color by using the nodes DataFrame with its Color Attribute. The sequence matters! + colors = list(nx.get_node_attributes(graph, "color").values()) + + node_names = [] + for key, value in nodes.items(): + + if 'name' in value.keys(): + node_names.append(value["name"]) + else: + node_names.append(value["firstname"] + " " + value["lastname"]) + + node_trace.marker.color = colors + node_trace.text = node_names + + if metric != None: + node_trace.marker.size = list(metrices[metric]*500) + print("Test") + + edge_colors = [] + for row in edges: + if row["type"] == "HAFTENDER_GESELLSCHAFTER": + edge_colors.append('rgb(255,0,0)') + else: + edge_colors.append('rgb(255,105,180)') + edge_trace.line = dict(color=edge_colors, width=2) + + + data=[edge_trace, node_trace] + return go.Figure(data=data, layout=layout) diff --git a/src/aki_prj23_transparenzregister/utils/networkx/networkx_data.py b/src/aki_prj23_transparenzregister/utils/networkx/networkx_data.py index 4fe3c0e..9641955 100644 --- a/src/aki_prj23_transparenzregister/utils/networkx/networkx_data.py +++ b/src/aki_prj23_transparenzregister/utils/networkx/networkx_data.py @@ -1,6 +1,18 @@ from aki_prj23_transparenzregister.utils.sql import connector, entities from aki_prj23_transparenzregister.config.config_providers import JsonFileConfigProvider import pandas as pd +from sqlalchemy.orm import aliased +import pandas as pd +from sqlalchemy import func, text +from aki_prj23_transparenzregister.utils.sql.connector import get_session + +session = get_session(JsonFileConfigProvider("secrets.json")) + +# Alias for Company table for the base company +to_company = aliased(entities.Company, name="to_company") + +# Alias for Company table for the head company +from_company = aliased(entities.Company, name="from_company") def find_all_company_relations() -> pd.DataFrame: """_summary_ @@ -44,5 +56,137 @@ def find_top_companies() -> pd.DataFrame: companies_df["Platzierung"] = [1,2,3,4,5] companies_df["Umsatz M€"] = [1,2,3,4,5] companies_df = companies_df[['Platzierung', 'company_name', 'Umsatz M€']] - print(companies_df) - return companies_df \ No newline at end of file + # print(companies_df) + return companies_df + + + +def get_all_company_relations(): + # Query to fetch relations between companies + relations_company_query = ( + session.query( + to_company.id.label("id_company_to"), + to_company.name.label("name_company_to"), + entities.CompanyRelation.relation.label("relation_type"), + from_company.name.label("name_company_from"), + from_company.id.label("id_company_from"), + ) + .join( + entities.CompanyRelation, + entities.CompanyRelation.company_id == to_company.id, + ) + .join( + from_company, + entities.CompanyRelation.company2_id == from_company.id, + ) + ) + str(relations_company_query) + company_relations = pd.read_sql_query(str(relations_company_query), session.bind) + + company_relations['id_company_from'] = company_relations['id_company_from'].apply(lambda x: f"c_{x}") + company_relations['id_company_to'] = company_relations['id_company_to'].apply(lambda x: f"c_{x}") + + return company_relations + +def get_all_person_relations(): + relations_person_query = ( + session.query( + entities.Company.id.label("id_company"), + entities.Company.name.label("name_company"), + entities.PersonRelation.relation.label("relation_type"), + entities.Person.id.label("id_person"), + entities.Person.lastname.label("lastname"), + entities.Person.firstname.label("firstname"), + entities.Person.date_of_birth.label("date_of_birth"), + ) + .join( + entities.PersonRelation, + entities.PersonRelation.company_id == entities.Company.id, + ) + .join( + entities.Person, + entities.PersonRelation.person_id == entities.Person.id, + ) + ) + person_relations = pd.read_sql_query(str(relations_person_query), session.bind) + + person_relations['id_company'] = person_relations['id_company'].apply(lambda x: f"c_{x}") + person_relations['id_person'] = person_relations['id_person'].apply(lambda x: f"p_{x}") + + + return person_relations + + +def filter_relation_type(df: pd.DataFrame, selected_relation_type): + df = df.loc[df["relation_type"] == selected_relation_type] + return df + + +def filter_relation_with_more_than_one_connection(df: pd.DataFrame, id_column_name_to, id_column_name_from): + # print(df.columns.values) + tmp_df = pd.DataFrame(columns= df.columns.values) + # print(tmp_df) + for _index, row in df.iterrows(): + count = 0 + id = row[id_column_name_to] + for _index_sub, row_sub in df.iterrows(): + if id == row_sub[id_column_name_to]: + count = count + 1 + if id == row_sub[id_column_name_from]: + count = count + 1 + if count > 1: + break + + if count > 1: + # tmp_df = pd.concat([tmp_df, pd.DataFrame(row)])+ + tmp_df.loc[len(tmp_df)] = row + # print(row) + count = 0 + else: + count = 0 + continue + # print(tmp_df) + count = 0 + return tmp_df + + +def create_edge_and_node_list(person_relations: pd.DataFrame, company_relations:pd.DataFrame): + nodes = {} + edges = [] + + COLOR_COMPANY = "blue" + COLOR_PERSON = "red" + + # Iterate over person relations + for _index, row in person_relations.iterrows(): + if node:= nodes.get(row['id_company']) is None: + nodes[row['id_company']] = { + "id": row['id_company'], + 'name': row['name_company'], + 'color': COLOR_COMPANY + } + if node:= nodes.get(row['id_person']) is None: + nodes[row['id_person']] = { + "id": row['id_person'], + 'firstname': row['firstname'], + 'lastname': row['lastname'], + 'date_of_birth': row['date_of_birth'], + 'color': COLOR_PERSON + } + edges.append({'from': row['id_person'], 'to': row['id_company'], 'type': row['relation_type']}) + + for _index, row in company_relations.iterrows(): + if node:= nodes.get(row['id_company_from']) is None: + nodes[row['id_company_from']] = { + "id": row['id_company_from'], + 'name': row['name_company_from'], + 'color': COLOR_COMPANY + } + if node:= nodes.get(row['id_company_to']) is None: + nodes[row['id_company_to']] = { + "id": row['id_company_to'], + 'name': row['name_company_to'], + 'color': COLOR_COMPANY + } + edges.append({'from': row['id_company_from'], 'to': row['id_company_to'], 'type': row['relation_type']}) + return nodes, edges \ No newline at end of file diff --git a/src/aki_prj23_transparenzregister/utils/networkx/sql_alchemy_to_networkx_v2.ipynb b/src/aki_prj23_transparenzregister/utils/networkx/sql_alchemy_to_networkx_v2.ipynb index d509c4d..3ba69c8 100644 --- a/src/aki_prj23_transparenzregister/utils/networkx/sql_alchemy_to_networkx_v2.ipynb +++ b/src/aki_prj23_transparenzregister/utils/networkx/sql_alchemy_to_networkx_v2.ipynb @@ -1494,22 +1494,676 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 376, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "654" + "[{'from': 'p_545', 'to': 'c_53', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_758', 'to': 'c_77', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_1313', 'to': 'c_253', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_1706', 'to': 'c_301', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_1891', 'to': 'c_388', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_1892', 'to': 'c_388', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_1899', 'to': 'c_392', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_2332', 'to': 'c_523', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_2331', 'to': 'c_523', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_2457', 'to': 'c_574', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_2458', 'to': 'c_574', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_2499', 'to': 'c_598', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_2500', 'to': 'c_598', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3171', 'to': 'c_770', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3382', 'to': 'c_827', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3486', 'to': 'c_827', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3519', 'to': 'c_827', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3530', 'to': 'c_827', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3531', 'to': 'c_827', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3541', 'to': 'c_827', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3591', 'to': 'c_827', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3382', 'to': 'c_895', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3486', 'to': 'c_895', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3382', 'to': 'c_992', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3486', 'to': 'c_992', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_4319', 'to': 'c_1132', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_4470', 'to': 'c_1201', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_4905', 'to': 'c_1379', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_4906', 'to': 'c_1379', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_4919', 'to': 'c_1390', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_5038', 'to': 'c_1444', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_5084', 'to': 'c_1466', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_5203', 'to': 'c_1552', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_5204', 'to': 'c_1552', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6056', 'to': 'c_1913', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3530', 'to': 'c_2014', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3519', 'to': 'c_2014', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3531', 'to': 'c_2014', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3541', 'to': 'c_2014', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_3591', 'to': 'c_2014', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6596', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6597', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6598', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6599', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6600', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6601', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6602', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6603', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6604', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6605', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6606', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6607', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6608', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6609', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6610', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6611', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6612', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6613', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6614', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6615', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6616', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6617', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6618', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6619', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6620', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6621', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6622', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6623', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6624', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6625', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6626', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6627', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6628', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6629', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6630', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6631', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6632', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6633', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6634', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6635', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6636', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6637', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6638', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6639', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6640', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6641', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6642', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6643', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6644', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6645', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6646', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6647', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6648', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6649', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6650', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6651', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6652', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6653', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6654', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6655', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6656', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6657', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6658', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6659', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6660', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6661', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6662', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6663', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6664', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6665', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6666', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6667', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6668', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6669', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6670', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6671', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6672', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6673', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6674', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6675', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6676', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6677', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6678', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6679', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6680', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6681', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6682', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6683', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6684', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6685', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6686', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6687', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6688', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6689', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6690', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6691', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6692', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6693', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6694', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6695', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6696', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6697', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6698', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6699', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6700', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6701', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6702', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6703', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6704', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6705', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6706', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6707', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6708', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6709', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6710', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6711', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6712', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6713', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6714', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6715', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6716', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6717', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6718', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6719', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6720', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6721', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6722', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6723', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6724', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6725', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6726', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6727', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6728', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6729', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6730', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6731', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6732', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6733', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6734', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6735', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6736', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6737', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6738', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6739', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6740', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6741', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6742', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6743', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6744', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6745', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6746', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6747', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6748', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6749', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6750', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6751', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6752', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6753', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6754', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6755', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6756', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6757', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6758', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6759', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6760', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6761', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6762', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6763', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6764', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6765', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6766', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6767', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6768', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6769', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6770', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6771', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6772', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6773', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6774', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6775', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6776', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6777', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6778', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6779', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6780', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6781', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6782', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6783', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6784', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6785', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6786', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6787', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6788', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6789', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6790', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6791', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6792', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6793', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6794', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6795', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6796', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6797', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6798', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6799', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6800', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6801', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6802', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6803', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6804', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6805', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6806', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6807', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6808', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6809', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6810', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6811', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6812', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6813', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6814', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6815', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6816', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6817', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6818', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6819', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6820', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_6821', 'to': 'c_2081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_7347', 'to': 'c_2316', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_7348', 'to': 'c_2316', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_7647', 'to': 'c_2444', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_7648', 'to': 'c_2444', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_7679', 'to': 'c_2470', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'p_7864', 'to': 'c_2538', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_307', 'to': 'c_258', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_353', 'to': 'c_258', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_258', 'to': 'c_370', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_371', 'to': 'c_370', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_435', 'to': 'c_403', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_455', 'to': 'c_403', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_400', 'to': 'c_482', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_633', 'to': 'c_482', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_572', 'to': 'c_498', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_484', 'to': 'c_498', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_494', 'to': 'c_536', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_568', 'to': 'c_536', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_493', 'to': 'c_539', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_406', 'to': 'c_567', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_459', 'to': 'c_567', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_539', 'to': 'c_582', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_587', 'to': 'c_588', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_401', 'to': 'c_588', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_487', 'to': 'c_610', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_484', 'to': 'c_610', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_704', 'to': 'c_667', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_666', 'to': 'c_667', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_709', 'to': 'c_732', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_765', 'to': 'c_732', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_724', 'to': 'c_742', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_746', 'to': 'c_742', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_841', 'to': 'c_752', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2293', 'to': 'c_752', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_992', 'to': 'c_827', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_925', 'to': 'c_839', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_852', 'to': 'c_839', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_954', 'to': 'c_843', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_843', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_954', 'to': 'c_859', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_859', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_841', 'to': 'c_868', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2293', 'to': 'c_868', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_850', 'to': 'c_868', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_954', 'to': 'c_871', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_871', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_954', 'to': 'c_879', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_879', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_954', 'to': 'c_908', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_908', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_948', 'to': 'c_930', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2293', 'to': 'c_930', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_846', 'to': 'c_930', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_832', 'to': 'c_939', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_845', 'to': 'c_939', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_867', 'to': 'c_949', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_981', 'to': 'c_949', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_985', 'to': 'c_955', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_955', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_896', 'to': 'c_967', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_840', 'to': 'c_967', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_954', 'to': 'c_971', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_971', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_906', 'to': 'c_978', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_811', 'to': 'c_978', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_954', 'to': 'c_983', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_983', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_954', 'to': 'c_984', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_984', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_634', 'to': 'c_991', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_600', 'to': 'c_991', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_954', 'to': 'c_996', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_900', 'to': 'c_996', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1191', 'to': 'c_1004', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1112', 'to': 'c_1004', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_841', 'to': 'c_1009', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_948', 'to': 'c_1009', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1011', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1011', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1012', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1012', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1048', 'to': 'c_1013', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1013', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1014', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1014', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1015', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1015', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1016', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1016', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1017', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1017', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1018', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1018', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1027', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1027', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1030', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1030', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1031', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1031', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1045', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1045', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1046', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1046', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1047', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1047', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1062', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1062', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1064', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1064', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1065', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1065', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1066', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1066', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1067', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1067', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1079', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1079', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1080', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1080', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1081', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1091', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1091', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1092', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1092', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1229', 'to': 'c_1103', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1899', 'to': 'c_1103', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1104', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1104', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1105', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1105', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1106', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1106', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1122', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1122', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1123', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1123', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1124', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1124', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1147', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1147', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1148', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1148', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1157', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1157', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1159', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1159', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1172', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1172', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1173', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1173', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1175', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1175', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1176', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1176', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1197', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1197', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1198', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1198', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1200', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1200', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1094', 'to': 'c_1206', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1162', 'to': 'c_1206', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1218', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1218', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1219', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1219', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1231', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1231', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1233', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1233', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1048', 'to': 'c_1238', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1238', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1240', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1240', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1248', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1248', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1220', 'to': 'c_1249', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1249', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1250', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1250', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1220', 'to': 'c_1251', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1048', 'to': 'c_1251', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2379', 'to': 'c_1270', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2327', 'to': 'c_1270', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2944', 'to': 'c_1293', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1235', 'to': 'c_1293', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1264', 'to': 'c_1383', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1235', 'to': 'c_1383', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1264', 'to': 'c_1386', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1235', 'to': 'c_1386', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1355', 'to': 'c_1420', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2944', 'to': 'c_1430', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1235', 'to': 'c_1430', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1264', 'to': 'c_1496', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1235', 'to': 'c_1496', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1903', 'to': 'c_1512', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1869', 'to': 'c_1537', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1603', 'to': 'c_1537', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1981', 'to': 'c_1547', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1679', 'to': 'c_1547', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1903', 'to': 'c_1579', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1981', 'to': 'c_1583', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1679', 'to': 'c_1583', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1744', 'to': 'c_1597', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1743', 'to': 'c_1597', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1604', 'to': 'c_1603', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1811', 'to': 'c_1603', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1683', 'to': 'c_1624', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2327', 'to': 'c_1624', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_30', 'to': 'c_1668', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2034', 'to': 'c_1668', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2034', 'to': 'c_1668', 'type': 'LIQUIDATOR'},\n", + " {'from': 'c_1981', 'to': 'c_1731', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1679', 'to': 'c_1731', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1657', 'to': 'c_1742', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1557', 'to': 'c_1742', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2597', 'to': 'c_1754', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1875', 'to': 'c_1754', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1641', 'to': 'c_1754', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_92', 'to': 'c_1754', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1952', 'to': 'c_1778', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1603', 'to': 'c_1778', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1903', 'to': 'c_1813', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_30', 'to': 'c_1847', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1784', 'to': 'c_1847', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1781', 'to': 'c_1873', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1844', 'to': 'c_1873', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1981', 'to': 'c_1919', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1679', 'to': 'c_1919', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1975', 'to': 'c_1928', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1691', 'to': 'c_1928', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1779', 'to': 'c_1930', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1603', 'to': 'c_1930', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1934', 'to': 'c_1935', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1572', 'to': 'c_1935', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1695', 'to': 'c_1976', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1603', 'to': 'c_1976', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_827', 'to': 'c_2014', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1264', 'to': 'c_2021', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2136', 'to': 'c_2021', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2020', 'to': 'c_2022', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2041', 'to': 'c_2022', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2082', 'to': 'c_2041', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2193', 'to': 'c_2041', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2020', 'to': 'c_2042', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2041', 'to': 'c_2042', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1264', 'to': 'c_2044', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2136', 'to': 'c_2044', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2014', 'to': 'c_2060', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_992', 'to': 'c_2080', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2060', 'to': 'c_2080', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1264', 'to': 'c_2084', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2136', 'to': 'c_2084', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2003', 'to': 'c_2093', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2041', 'to': 'c_2093', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3065', 'to': 'c_2094', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2041', 'to': 'c_2094', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1492', 'to': 'c_2095', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_41', 'to': 'c_2095', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1264', 'to': 'c_2096', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2136', 'to': 'c_2096', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3065', 'to': 'c_2126', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2041', 'to': 'c_2126', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1264', 'to': 'c_2144', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2136', 'to': 'c_2144', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2020', 'to': 'c_2159', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2041', 'to': 'c_2159', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2020', 'to': 'c_2171', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2041', 'to': 'c_2171', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2020', 'to': 'c_2195', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2041', 'to': 'c_2195', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2254', 'to': 'c_2222', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2269', 'to': 'c_2222', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2256', 'to': 'c_2255', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2222', 'to': 'c_2255', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2382', 'to': 'c_2265', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2405', 'to': 'c_2265', 'type': 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+ " {'from': 'c_636', 'to': 'c_2699', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_636', 'to': 'c_2700', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_600', 'to': 'c_2700', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2997', 'to': 'c_2756', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2781', 'to': 'c_2756', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1954', 'to': 'c_2764', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_1715', 'to': 'c_2764', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_415', 'to': 'c_2818', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_401', 'to': 'c_2818', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2825', 'to': 'c_2826', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2715', 'to': 'c_2826', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2708', 'to': 'c_2874', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_2767', 'to': 'c_2874', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2944', 'to': 'c_2899', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_1235', 'to': 'c_2899', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_587', 'to': 'c_2911', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_401', 'to': 'c_2911', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2912', 'to': 'c_2934', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_2998', 'to': 'c_2934', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_636', 'to': 'c_2984', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_401', 'to': 'c_2984', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3112', 'to': 'c_3009', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3009', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3112', 'to': 'c_3017', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3017', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_401', 'to': 'c_3022', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_600', 'to': 'c_3022', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 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'KOMMANDITIST'},\n", + " {'from': 'c_3112', 'to': 'c_3057', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3057', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3112', 'to': 'c_3062', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3062', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3073', 'to': 'c_3071', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3044', 'to': 'c_3071', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_600', 'to': 'c_3071', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_589', 'to': 'c_3073', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_600', 'to': 'c_3073', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3112', 'to': 'c_3074', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3074', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3112', 'to': 'c_3075', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3075', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_455', 'to': 'c_3098', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_600', 'to': 'c_3098', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3112', 'to': 'c_3101', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3101', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3070', 'to': 'c_3107', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3031', 'to': 'c_3107', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_589', 'to': 'c_3126', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_600', 'to': 'c_3126', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_435', 'to': 'c_3134', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_589', 'to': 'c_3134', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3112', 'to': 'c_3136', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3136', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3112', 'to': 'c_3137', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3137', 'type': 'KOMMANDITIST'},\n", + " {'from': 'c_3112', 'to': 'c_3145', 'type': 'HAFTENDER_GESELLSCHAFTER'},\n", + " {'from': 'c_3103', 'to': 'c_3145', 'type': 'KOMMANDITIST'}]" ] }, - "execution_count": 127, + "execution_count": 376, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "len(edges)" + "len(edges)\n", + "edges" ] }, { @@ -12724,7 +13378,34 @@ }, { "cell_type": "code", - "execution_count": 357, + "execution_count": 374, + "id": "d51f7e94", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[{'from': 'p_545', 'to': 'c_53', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'p_758', 'to': 'c_77', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'p_1313', 'to': 'c_253', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'p_1706', 'to': 'c_301', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'p_1891', 'to': 'c_388', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'p_1892', 'to': 'c_388', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 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{'from': 'c_811', 'to': 'c_978', 'type': 'KOMMANDITIST'}, {'from': 'c_954', 'to': 'c_983', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_900', 'to': 'c_983', 'type': 'KOMMANDITIST'}, {'from': 'c_954', 'to': 'c_984', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_900', 'to': 'c_984', 'type': 'KOMMANDITIST'}, {'from': 'c_634', 'to': 'c_991', 'type': 'KOMMANDITIST'}, {'from': 'c_600', 'to': 'c_991', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_954', 'to': 'c_996', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_900', 'to': 'c_996', 'type': 'KOMMANDITIST'}, {'from': 'c_1191', 'to': 'c_1004', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1112', 'to': 'c_1004', 'type': 'KOMMANDITIST'}, {'from': 'c_841', 'to': 'c_1009', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_948', 'to': 'c_1009', 'type': 'KOMMANDITIST'}, {'from': 'c_1220', 'to': 'c_1011', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1011', 'type': 'KOMMANDITIST'}, {'from': 'c_1220', 'to': 'c_1012', 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'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1027', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1030', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1030', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1031', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1031', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1045', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1045', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1046', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1046', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1047', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1047', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1062', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1062', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 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'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1173', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1175', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1175', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1176', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1176', 'type': 'KOMMANDITIST'}, {'from': 'c_1220', 'to': 'c_1197', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1197', 'type': 'KOMMANDITIST'}, {'from': 'c_1220', 'to': 'c_1198', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1198', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1200', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1200', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1094', 'to': 'c_1206', 'type': 'KOMMANDITIST'}, {'from': 'c_1162', 'to': 'c_1206', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1220', 'to': 'c_1218', 'type': 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{'from': 'c_1048', 'to': 'c_1249', 'type': 'KOMMANDITIST'}, {'from': 'c_1220', 'to': 'c_1250', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1250', 'type': 'KOMMANDITIST'}, {'from': 'c_1220', 'to': 'c_1251', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1048', 'to': 'c_1251', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_2379', 'to': 'c_1270', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_2327', 'to': 'c_1270', 'type': 'KOMMANDITIST'}, {'from': 'c_2944', 'to': 'c_1293', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1235', 'to': 'c_1293', 'type': 'KOMMANDITIST'}, {'from': 'c_1264', 'to': 'c_1383', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1235', 'to': 'c_1383', 'type': 'KOMMANDITIST'}, {'from': 'c_1264', 'to': 'c_1386', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1235', 'to': 'c_1386', 'type': 'KOMMANDITIST'}, {'from': 'c_1355', 'to': 'c_1420', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_2944', 'to': 'c_1430', 'type': 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{'from': 'c_1683', 'to': 'c_1624', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_2327', 'to': 'c_1624', 'type': 'KOMMANDITIST'}, {'from': 'c_30', 'to': 'c_1668', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_2034', 'to': 'c_1668', 'type': 'KOMMANDITIST'}, {'from': 'c_2034', 'to': 'c_1668', 'type': 'LIQUIDATOR'}, {'from': 'c_1981', 'to': 'c_1731', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1679', 'to': 'c_1731', 'type': 'KOMMANDITIST'}, {'from': 'c_1657', 'to': 'c_1742', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1557', 'to': 'c_1742', 'type': 'KOMMANDITIST'}, {'from': 'c_2597', 'to': 'c_1754', 'type': 'KOMMANDITIST'}, {'from': 'c_1875', 'to': 'c_1754', 'type': 'KOMMANDITIST'}, {'from': 'c_1641', 'to': 'c_1754', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_92', 'to': 'c_1754', 'type': 'KOMMANDITIST'}, {'from': 'c_1952', 'to': 'c_1778', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1603', 'to': 'c_1778', 'type': 'KOMMANDITIST'}, {'from': 'c_1903', 'to': 'c_1813', 'type': 'KOMMANDITIST'}, {'from': 'c_30', 'to': 'c_1847', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1784', 'to': 'c_1847', 'type': 'KOMMANDITIST'}, {'from': 'c_1781', 'to': 'c_1873', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1844', 'to': 'c_1873', 'type': 'KOMMANDITIST'}, {'from': 'c_1981', 'to': 'c_1919', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1679', 'to': 'c_1919', 'type': 'KOMMANDITIST'}, {'from': 'c_1975', 'to': 'c_1928', 'type': 'KOMMANDITIST'}, {'from': 'c_1691', 'to': 'c_1928', 'type': 'KOMMANDITIST'}, {'from': 'c_1779', 'to': 'c_1930', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1603', 'to': 'c_1930', 'type': 'KOMMANDITIST'}, {'from': 'c_1934', 'to': 'c_1935', 'type': 'KOMMANDITIST'}, {'from': 'c_1572', 'to': 'c_1935', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1695', 'to': 'c_1976', 'type': 'HAFTENDER_GESELLSCHAFTER'}, {'from': 'c_1603', 'to': 'c_1976', 'type': 'KOMMANDITIST'}, {'from': 'c_827', 'to': 'c_2014', 'type': 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'rgb(255,105,180)', 'rgb(255,0,0)', 'rgb(255,105,180)', 'rgb(255,0,0)', 'rgb(255,105,180)']\n" + ] + } + ], + "source": [ + "print(edges)\n", + "edge_colors = []\n", + "for row in edges:\n", + " if row[\"type\"] == \"HAFTENDER_GESELLSCHAFTER\":\n", + " edge_colors.append('rgb(255,0,0)')\n", + " else:\n", + " edge_colors.append('rgb(255,105,180)')\n", + "print(edge_colors)\n", + "edge_trace.line = dict(color=edge_colors, width=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 375, "id": "a4395d63", "metadata": {}, "outputs": [ @@ -12738,8 +13419,663 @@ { "hoverinfo": "none", "line": { - "color": "rgb(125,125,125)", - "width": 1 + "color": [ + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", + "rgb(255,0,0)", 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