Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Mastering Social Media Mining with Python

Marco Bonzanini
August 02, 2016
Programming
1
1.6k

Mastering Social Media Mining with Python

This presentation will introduce the new book "Mastering Social Media Mining with Python" to the PyData audience. The book covers the interaction with Social Media platforms and several applications of Data Mining techniques to social data, in Python.

https://www.packtpub.com/big-data-and-business-intelligence/mastering-social-media-mining-python

Marco Bonzanini

August 02, 2016
Tweet

More Decks by Marco Bonzanini

See All by Marco Bonzanini
Natural Language Processing Expert Briefing @ PyData Global 2022
marcobonzanini
0
40
Natural Language Processing Expert Briefing @ PyData Global 2021
marcobonzanini
0
84
Getting into Data Science @ HisarCS 2021
marcobonzanini
0
150
Mining topics in documents with topic modelling and Python @ London Python meetup
marcobonzanini
1
170
Topic Modelling workshop @ PyCon UK 2019
marcobonzanini
2
82
Lies, Damned Lies, and Statistics @ PyCon UK 2019
marcobonzanini
0
90
Lies, Damned Lies and Statistics @ PyLondinium 2019
marcobonzanini
1
120
Let the AI Do the Talk: Adventures with Natural Language Generation
marcobonzanini
1
170
Brewing Beer with Python
marcobonzanini
2
190

Other Decks in Programming

See All in Programming
【PHPカンファレンス沖縄 2023】素朴で考慮漏れのある PHP コードをテストコードとともに補強していく（ライブコーディング補足資料） / #phpcon_okinawa 2023 livecoding supplementary material
okashoi
2
150
Migrating From Spring Boot 2 To Spring Boot 3 - What's Jakarta EE Got To Do with It?
ivargrimstad
0
760
たのしいドメイン駆動設計: 序 / Enjoy domain driven design : ZYO
jpt_corp_official
9
4.3k
Jakarta EE 10 - Simplicity for Modern and Lightweight Cloud
ivargrimstad
0
680
2023/09/23 「AIキャラクターの言動に深みを持たせる」
sr2mg4
1
620
Compose で Android/iOS アプリを作る
m_coder
0
2.2k
Laravelでのキャッシュの持ち方とAWS Fargateやイミュータブルインフラとの向き合い方
taikikawamura
1
100
The impact of API Platform on Open-Source
loic425
0
120
Migrating From Spring Boot 2 To Spring Boot 3 - What's Jakarta EE Got To Do with It?
ivargrimstad
0
670
KustoクエリのChatGPT Plugin！
tomokusaba
0
310
EbitengineでGUIツール作ってみた
aethiopicuschan
0
380
ノーコードE2Eテストで実現する高速開発
nozomiito
0
230

Featured

See All Featured
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
351
28k
ピンチをチャンスに：未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
36
22k
Faster Mobile Websites
deanohume
296
29k
Fontdeck: Realign not Redesign
paulrobertlloyd
74
4.6k
A Philosophy of Restraint
colly
195
15k
Learning to Love Humans: Emotional Interface Design
aarron
265
38k
Build your cross-platform service in a week with App Engine
jlugia
223
17k
Writing Fast Ruby
sferik
615
59k
Web development in the modern age
philhawksworth
200
9.8k
Intergalactic Javascript Robots from Outer Space
tanoku
263
26k
Typedesign – Prime Four
hannesfritz
35
1.8k
Thoughts on Productivity
jonyablonski
55
3.1k

Transcript

  1. Mastering!
    Social Media Mining!
    with Python
    Marco Bonzanini

    View Slide

  2. View Slide

  3. Social Media
    Data Mining
    Python

    View Slide

  4. • Twitter, Facebook, Google+, Stack Overflow,
    Stack Exchange, Blogs, Wikipedia, DBpedia,
    Linked Data and Semantic Web, …
    • Natural Language Processing, Classification,
    Clustering, Time Series, Geolocation, Social
    Network Analysis, …
    • scikit-learn, NumPy, pandas, NLTK, matplotlib,
    folium, …
    Main Topics

    View Slide

  5. @MarcoBonzanini @IanOzsvald
    Tracking what people talk about

    View Slide

  6. Tracking Events - #RWC2015Final

    View Slide

  7. Tracking Events - #RWC2015Final

    View Slide

  8. Tracking Events - #RWC2015Final

    View Slide

  9. Tracking Events - #RWC2015Final

    View Slide

  10. Tracking Events - #RWC2015Final

    View Slide

  11. Tracking Events - #RWC2015Final

    View Slide

  12. Tracking Events - #RWC2015Final

    View Slide

  13. Geolocation - #RWC2015Final

    View Slide

  14. Geolocation and Interactive Maps

    View Slide

  15. @MarcoBonzanini
    github.com/bonzanini

    View Slide