News Graph

Key information extration from text and graph visilization. Inspired by TextGrapher.

Project Introduction

How to represent a text in a simple way is a chanllenge topic. This peoject try to extraction key information from the text by NLP methods, which contain NER extraction, relation detection, keywords extraction, frequencies words extraction. And finally show the key information in a graph way.please read the blog for more in depth details. https://fir-speedboat-5ee.notion.site/Building-Knowledge-Graphs-Using-Python-82276798233c45e8a85280e4a9308a5c?pvs=25

Run main.py: This script will generate the graph_data.json file.
Run main_kg.py: This script will generate the graph_data_kg.json file.
Run difference.py: This script will compute the difference between the generated files.
Run find_ner.py: This script will filter the data based on Named Entity Recognition (NER).
Run ner_plot.py: This script will generate the HTML file for graph visualization .

Name		Name	Last commit message	Last commit date
Latest commit History 57 Commits
KG-graph		KG-graph
VIS/dist		VIS/dist
__pycache__		__pycache__
app/__pycache__		app/__pycache__
BFS.py		BFS.py
LICENSE		LICENSE
README.md		README.md
app.py		app.py
config_app.yaml		config_app.yaml
data.pkl		data.pkl
data.txt		data.txt
diff.json		diff.json
difference.py		difference.py
docker-compose.debug.yml		docker-compose.debug.yml
docker-compose.yml		docker-compose.yml
draw.py		draw.py
events.json		events.json
events.txt		events.txt
final.json		final.json
find_ner.py		find_ner.py
flow.png		flow.png
grap.png		grap.png
grap02.png		grap02.png
graph.html		graph.html
graph_color_put.html		graph_color_put.html
graph_coloring.json		graph_coloring.json
graph_data.json		graph_data.json
graph_data_from_kg.json		graph_data_from_kg.json
graph_show.html		graph_show.html
graph_show.py		graph_show.py
graph_visualization.html		graph_visualization.html
image_03.jpg		image_03.jpg
image_05.jpg		image_05.jpg
json_form.py		json_form.py
main.py		main.py
main_kg.py		main_kg.py
matlab.py		matlab.py
merge_json.py		merge_json.py
ner_plot.py		ner_plot.py
news_graph.py		news_graph.py
news_list.pkl		news_list.pkl
open_pickle.py		open_pickle.py
plot_mat.py		plot_mat.py
query_data.json		query_data.json
query_graph.json		query_graph.json
result_dic.json		result_dic.json
test.html		test.html
test_draw.py		test_draw.py
test_json.json		test_json.json
test_two.html		test_two.html
textrank.py		textrank.py
updated_file_two.json		updated_file_two.json
updated_file_two_final.json		updated_file_two_final.json
weight.py		weight.py