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Project 01AI PRODUCT · NLP2024

Socialabs.

An X/Twitter analytics platform designed to make social-media data easier to explore through NLP, network analysis, and conversational interaction.

Year
2024
Focus
AI PRODUCT · NLP
Role / scope
AI Engineer Lead
Socialabs social media intelligence platform

01 / Overview

The project.

Socialabs brings multiple forms of social-media analysis together, including topic modeling, network analysis, influencer discovery, sentiment and emotion analysis, and a chatbot for conversational exploration.

02 / Approach

How it is put together.

01

Topic modeling

Explore recurring topics in X/Twitter content to help make large collections of posts more interpretable.

02

Network and influencer analysis

Use network analysis and influencer discovery to explore relationships and identify influential accounts.

03

Sentiment and emotion analysis

Analyze the expressed sentiment and emotions in social-media content as part of the analytics experience.

04

Conversational exploration

A chatbot provides another way to explore social-media insights through natural-language interaction.

03 / Outcomes

Signals of impact.

Figures and recognition are presented as recorded in the project information; measurement details should be included where available.

10.

User interviews

The project brief records 10 user interviews as part of its research.

40%.

Reported workflow improvement

The portfolio records a 40% improvement; the measurement method should be documented alongside this figure when available.

Finalist.

APICTA Awards 2024

Business Services & R&D category, representing Indonesia.

Project takeaway

What came out of it.

Socialabs reached the APICTA Awards 2024 final in Business Services & R&D. The project brief also records 10 user interviews and a reported 40% workflow improvement.

04 / Technology

Tools & technologies.

  • Python
  • NLP
  • Topic Modeling
  • Sentiment Analysis
  • LLM

Resources

Explore the project.

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