MentalHealthAwareness

tags: psychology, text classification, sentiment analysis

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'MentalHealthAwareness' dataset is a collection of textual data curated from various online forums, blogs, and social media platforms where individuals discuss their experiences and seek support regarding mental health. The data has been labeled to facilitate machine learning tasks related to sentiment analysis and text classification, aiming to identify patterns, emotions, and key themes in mental health discussions. The dataset includes columns for the raw text and corresponding sentiment labels, as well as categorical labels representing different mental health topics such as 'Depression', 'Anxiety', 'Stress', and 'Self-Care'.

CSV Content Preview:

Text,Sentiment,Label
"I've been feeling overwhelmed with work and it's affecting my sleep.",Negative,WorkStress
"I'm really proud of myself for starting therapy and it's been a game changer!",Positive,Self-Care
"Every day feels like a struggle to find the motivation to get out of bed.",Negative,Depression
"Just finished a yoga session and I feel so much better!",Positive,Self-Care
"Anxiety attacks are really scary, but talking to friends helps a lot.",Negative,Anxiety

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query '':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=MentalHealthAwareness&tags=psychology,+text+classification,+sentiment+analysis
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub