Introducing Wiki Topic Grapher! 👾🐍🔥
Leverage the power of Google #NLP to retrieve entity relationships from Wikipedia URLs or topics!
+ Get interactive graphs of connected entities
+ Export results w/ ent. types+salience to CSV!
▶️share.streamlit.io/charlywargnier…
h/t @Streamlit 🧵
Leverage the power of Google #NLP to retrieve entity relationships from Wikipedia URLs or topics!
+ Get interactive graphs of connected entities
+ Export results w/ ent. types+salience to CSV!
▶️share.streamlit.io/charlywargnier…
h/t @Streamlit 🧵
Many cool #SEO 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!
2/8
+ 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!
2/8
About the stack, it's 100% #Python! 🐍🔥
+ @GCPcloud Natural Language API
+ PyWikibot
+ Networkx
+ PyVis
+ @Streamlit
+ Streamlit Components -> streamlit.io/components
3/8
+ @GCPcloud Natural Language API
+ PyWikibot
+ Networkx
+ PyVis
+ @Streamlit
+ Streamlit Components -> streamlit.io/components
3/8
⚒️ Still To-Do’s:
+ 💰 Add a budget estimator to get a sense of @GCPcloud costs!
+ 🌍Add a multilingual option (currently English only)
+ 📈Add on-the-fly physics controls to the network graph
+ 💯Add Google KG #API to add more data (scores, etc.) (ht @LoukilAymen)
4/8
+ 💰 Add a budget estimator to get a sense of @GCPcloud costs!
+ 🌍Add a multilingual option (currently English only)
+ 📈Add on-the-fly physics controls to the network graph
+ 💯Add Google KG #API to add more data (scores, etc.) (ht @LoukilAymen)
4/8
On sharing the 🐍 code:
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.
5/8
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.
5/8
Kudos to @jroakes for the original script.
Buy that man a 🍺 for his sterling contributions! ->
paypal.com/paypalme/codes…
Kudos also to fellow @streamlit Creators:
+ @napoles3D who told me about the PyVis lib! 🔥
+ @andfanilo/@ChristianKlose3 for their precious advice! 🙏
6/8
Buy that man a 🍺 for his sterling contributions! ->
paypal.com/paypalme/codes…
Kudos also to fellow @streamlit Creators:
+ @napoles3D who told me about the PyVis lib! 🔥
+ @andfanilo/@ChristianKlose3 for their precious advice! 🙏
6/8
Wiki Topic Grapher's still in Beta, with possible rough edges!
Head-off to my Gitter page for bug reports, Qs, or suggestions ▶️ gitter.im/DataChaz/WikiT…
This app is free. If it's useful to you, you can buy me a ☕ to support my work! 🙏
▶️ buymeacoffee.com/cwar05
7/8
Head-off to my Gitter page for bug reports, Qs, or suggestions ▶️ gitter.im/DataChaz/WikiT…
This app is free. If it's useful to you, you can buy me a ☕ to support my work! 🙏
▶️ buymeacoffee.com/cwar05
7/8
Lastly, beware on costs! 💰
It can get expensive quickly w/ that Google NLP 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.
That's all folks. Enjoy! 🙌
8/8
It can get expensive quickly w/ that Google NLP 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.
That's all folks. Enjoy! 🙌
8/8
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