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Importance
Section of this node - https://www.hubnx.com/nodes/200b2ec1-37ec-4be6-adc7-57838917d255/sections/c1677a39-c987-48cd-8d2f-c896a09eff0a
Even though this study is from 2010, the lesson still holds:
Simple models + clean data + real human behavior = useful predictions.
This idea applies beyond movies:
- Product launches
- Election buzz
- Streaming show interest
- Viral product drops
- Even startup traction
You don’t need deep learning to make predictions that matter. You just need:
- Relevant public data
- The right variable
- A clean pipeline
Want to try this yourself?
You can rebuild this in a Colab / Jupyter notebook using:
- Tweepy (or X API)
- TextBlob or VADER for sentiment
- scikit-learn for linear regression
- Optional: Matplotlib / Seaborn for graphs
And if you do, publish it here. Fork this post. Remix it. Build on it.
That’s what this platform is for.
I dessa publikationerPredicting the Future With Social Media - Sitaram Asur & Bernardo A. Huberman
SpråkEnglish
Licens: Alla rättigheter förbehållna
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Version: 2
Strategy of gathering the data, measuring process for the research.
Version: 2
We would discuss the findings of research and impact, new perception that it led to in Machine Learning sphere.
Version: 2
In this node would look at which Machine Learning model was used during the research, even though that might sound scary or complicated, in reality it is actually not a complex method. We would concisely go over the models tested, a short node about the key methods used.
Version: 4
Introductory node of a series of nodes that are part of research 'Predicting the Future With Social Media' performed by Sitaram Asur & Bernardo A. Huberman, this is a example of usage of nodes and platform for research purposes. All the sources and links are provided to the original paper and can be found in 'Sections'.
Version: 1
Benefits of research position as an undergraduate, steps on getting to that position with no/low experience.
Version: 1
The importance of visibility and chasing the opportunity in current digital world, few short tips on how to be seen and heard.