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Detect Cyberbullying Using Topic Modeling and Sentiment Analysis

Analytics Vidhya

Introduction With the rise in internet penetration across the world, followed by the rapid growth of social media companies, users are increasingly using various social media platforms to interact and engage with other like-minded individuals and also follow their favourite celebrities and influencers.

Modeling 341
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Building a Food Image Classifier using Fastai

Analytics Vidhya

Background Social Media platforms are a common way to share interesting and informative images. Food images, especially related to different cuisines and cultures, are a topic that appears to be frequently trending. Social media platforms like Instagram have a large number of images […].

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AI Powered Misinformation and Manipulation at Scale #GPT-3

O'Reilly on Data

On the topic of information content, it says: “ The ability of GPT-3 to generate several paragraphs of synthetic content that people find difficult to distinguish from human-written text in 3.9.4 GPT-3 is able to take a trending topic, add a propaganda slant, and generate news articles on the fly. Misinformation Explosion.

Modeling 346
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Machine Learning Helps Social Media Marketers Earn Higher ROIs

Smart Data Collective

One of the biggest benefits involves using machine learning to improve the performance of their social media marketing strategies. How Can Machine Learning Boost Your Social Media Marketing ROI? Social media marketing is a great way to reach your audience, especially if you are promoting a niche product or service.

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Photography Trends Utilizing Data To Keep Your Social Content Fresh

Smart Data Collective

They can be useful for social media marketers that need fresh visual content. Big Data Becomes Integral for Social Media Marketers Relying on Photography. Social media has become a part of our everyday life and as everyone knows the trends across all platforms are constantly changing and evolving.

Big Data 130
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How to Use Audience Data to Inform Marketing Programs & Campaigns

Smart Data Collective

Sophisticated, data-informed buyer personas can provide insights uncovering which brands, media outlets, and influencers that audiences have a high affinity for. This is particularly helpful for PR teams who are trying to determine which media outlets they need to prioritize and pitch for certain stories.

Marketing 131
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Leveraging user-generated social media content with text-mining examples

IBM Big Data Hub

With nearly 5 billion users worldwide—more than 60% of the global population —social media platforms have become a vast source of data that businesses can leverage for improved customer satisfaction, better marketing strategies and faster overall business growth. words and/or phrases) known as tokens.