S4_wiki_topic_grapher

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S4_wiki_topic_grapher

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Leverage the power of the Google Natural Language API NLP to retrieve entity relationships from Wikipedia URLs or topics! Get interactive networkx graphs of connected entities!

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# Wiki Topic Grapher

Leverage the power of Google [#NLP](https://threadreaderapp.com/hashtag/NLP) to retrieve entity relationships from Wikipedia URLs or topics!

-   Get interactive graphs of connected entities  
-   Export results with entity types and salience to CSV!

_________________

[![Open in Streamlit](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)](https://share.streamlit.io/charlywargnier/s4_wiki_topic_grapher/main/app.py)

### Use cases

Many cool use cases!

-   Research any topic then get entity associations that exist from that seed topic
    
-   Map out related entities with your product, service or brand
    
-   Find how well you've covered a specific topic on your website
    
-   Differentiate your pages!

### Stack

###

About the stack, it's 100% [#Python](https://threadreaderapp.com/hashtag/Python)! 🐍🔥

-   [@GCPcloud](https://twitter.com/GCPcloud) Natural Language API
    
-   PyWikibot
    
-   Networkx
    
-   PyVis
    
-   [@streamlit](https://twitter.com/streamlit)
    
-   Streamlit Components -> [streamlit.io/components](https://www.streamlit.io/components)

### **⚒️ Still To-Do’s**

-   💰 Add a budget estimator to get a sense of [@GCPcloud](https://twitter.com/GCPcloud) costs!
    
-   🌍Add a multilingual option (currently English only)
    
-   📈Add on-the-fly physics controls to the network graph
    
-   💯Add Google KG [#API](https://threadreaderapp.com/hashtag/API) to add more data (scores, etc.) (ht [@LoukilAymen](https://twitter.com/LoukilAymen))

That code currently lays in a private repo. I should be able to make it public soon for you to re-use it in your own apps and creations! I just need to clean it a tad, remove some sensitive bits, etc.

### 🙌 Shout-outs

Kudos to [@jroakes](https://twitter.com/jroakes) for the original script. Buy that man a 🍺 for his sterling contributions! -> [paypal.com/paypalme/codes…](https://www.paypal.com/paypalme/codeseo)

Kudos also to fellow [@streamlit](https://twitter.com/streamlit) Creators:

-   [@napoles3D](https://twitter.com/napoles3D) who told me about the PyVis lib! 🔥
    
-   [@andfanilo](https://twitter.com/andfanilo)/[@ChristianKlose3](https://twitter.com/ChristianKlose3) for their precious advice! 🙏

### 💲 Beware on costs!

It can get expensive quickly with that Google Natural Language API!

Monitor your costs via the GCP console regularly and/or put quotas to tame that G beast! I'm planning to add a budget estimator pre-API calls. Should come handy.

### Feedback and support

Wiki Topic Grapher's still in Beta, with possible rough edges! Head-off to my [Gitter page](https://gitter.im/DataChaz/WikiTopic) for bug reports, questions, or suggestions.

This app is free. If it's useful to you, you can buy me a ☕ to support my work! 🙏 ▶️ [buymeacoffee.com/cwar05](https://www.buymeacoffee.com/cwar05)

That's all, folks. Enjoy!

S4_wiki_topic_grapher

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