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"8 Analyses, 1 Machine Learning model, 1 Dataset: Discovering Insights Through Hackathon Collaboration in Analysing and Visualizing True and Fake News Dataset"
Interact with your data and make it balanced
NewsGuardian – a powerful data visualization software that helps people navigate the complex landscape of fake news, factual news, and propaganda.
healthy mind food
Looks into exploratory data analysis and build models for classifying for two types of news: True News and Fake News. Plotly Dash interactive dashboard is created as an outcome.
Seeing through Fake News,Misinformation and outliers in the expanse of big data
Analyzing and visualizing news articles related to misinformation
In this project, we built an explainable deep misinformation and fake news detection model. Moreover, some interactive and non-interactive visualizations were made for the model.
AN EXPLORATION OF MISINFORMATION, EXPLORATORY DATA ANALYSIS, AND AI DETECTION TECHNIQUES.
Where information is abundant, it's important to be able to distinguish truth from falsehood. Our text analysis offers an exploratory analysis of the language patterns that distinguish them.
Tired of drowning in a sea of fake news? Factnetic is here to rescue you!A cutting-edge data model delivering lightning-fast insights, accurately separating fact from fiction.
Building a platform that can detect and analyze fake news articles
Data analysis using python
A Fake news detector API powered by XGBoost and LSTM.
Two Truths and One Lies
Leverage NLP and ML to combat fake news. Our project extracts meaningful features from a rich dataset of articles. Join us in this important effort.
We performed EDA followed by two models: LSTM and RF model. LSTM gives 97% accuracy and RF gives about 80% accuracy. Both models used different data preparation.
Topic Modeling, Machine Learning, Tableau
As the spread of false information can manipulate people's perceptions, I aim to use a Misinformation dataset (which contains 79,000 articles) to identify trends in false information.
Fighting fake news with data-driven insights
Visualize the distinction between factual news and fabricated stories.
Dash application demonstrate sentimental of text in True news, Fake news and Propaganda
Fake news is a growing problem in today's world, where misinformation can spread rapidly and have serious consequences.
Let's figure out the underlying emotional tone of fake news
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