license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# EmotionTextDataset

tags: emotion, text, classifier

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'EmotionTextDataset' consists of various text samples collected from social media platforms, customer feedback, and literature that express different emotions. Each text snippet is annotated with a label representing the predominant tone of emotion conveyed, such as happiness, sadness, anger, joy, surprise, fear, love, etc. The dataset is intended for developing a machine learning model that can classify text by its emotional tone.

**CSV Content Preview:**

```csv
text,label
"I just received the best news ever! I can't contain my excitement!",happiness
"It's been so hard, I've been feeling lost and alone.",sadness
"They can't just ignore my request, it's completely unfair!",anger
"The way the sunset painted the sky was breathtaking, such a beautiful moment.",joy
"I'm genuinely shocked; this can't be happening to me!",surprise
"The fear is overwhelming, I'm not sure what to do.",fear
"Being around my grandkids makes me the happiest person.",love
"The plot twist in the book took me completely off guard!",surprise
"This is the most delightful and entertaining comedy I've seen in years.",happiness
"It's a day of deep reflection and peace, a serene feeling.",peace
"The constant worry about finances is just draining.",stress
"I'm ecstatic about my recent promotion at work!",excitement
"This book made me feel so connected to my heritage.",pride
"I'm so frustrated with the traffic this morning, it's ridiculous!",anger
"Their kindness in the face of hardship is truly heartwarming.",empathy
"The scent of rain on dry earth brings back fond childhood memories.",nostalgia
"The overwhelming pressure to perform can be quite stressful.",stress
"I'm filled with a sense of adventure as I embark on this journey.",anticipation
"The sadness of losing my pet lingers with me still.",grief
"Seeing the new artwork at the gallery fills me with awe.",inspiration
"I'm trembling with fear as I face my biggest challenge yet.",courage
"The gentle touch of my granddaughter's hand is a comforting presence.",contentment
"Learning about the struggles of others opens my heart to compassion.",compassion
"I can't help but laugh at the absurdity of the situation.",amusement
"The beauty of the garden in spring always brings me joy.",appreciation
"I'm anxious about my upcoming surgery, it's a big concern.",anxiety
"Seeing the charity's work in action fills me with hope.",hope
"The thrill of the chase is what I live for, every day.",adventure
"The weight of the world seems to press down on me, it's suffocating.",depression
"Watching the moon rise fills me with a sense of wonder.",awe
"The satisfaction of completing a difficult puzzle is indescribable.",accomplishment
"The warmth of a friend's embrace soothes all my worries.",comfort
"My heart aches with longing for the times gone by.",longing
"The buzz of the crowd is electrifying, I feel alive!",excitement
"I feel a deep sense of peace and gratitude for what I have.",gratitude
"My heart races as I imagine all the possibilities that lie ahead.",curiosity
"Seeing the children's laughter reminds me of the simple joys in life.",joy
"The relentless drumming of rain against the window fills me with restlessness.",restlessness
"The sweetness of a summer day spent with loved ones is unmatched.",bliss
"There's a bittersweetness to saying goodbye, but I know it's for the best.",bittersweetness
"My chest tightens with the fear of confrontation, it's a dreaded emotion.",fear
"I feel a gentle breeze on my face, it's a comforting reminder of nature's beauty.",tranquility
"The pain of heartbreak is a heavy burden to bear.",pain
"I'm filled with anticipation for the day's adventure, it's exhilarating!",anticipation
"My soul feels nourished and uplifted by this moment of connection.",connection
"There's an undercurrent of tension that's hard to ignore in the room.",tension
"The sense of adventure is palpable as we set sail for unknown shores.",adventure
"I feel a rush of excitement as I prepare for my first solo flight.",excitement
"The oppressive heat is making me feel lethargic and drained.",heat
"The sight of a baby's smile is enough to bring a smile to my face.",joy
"My heart is heavy with the sorrow of a lost love.",sorrow
"The feeling of homecoming fills me with an overwhelming sense of comfort.",comfort
"I feel the overwhelming urge to keep moving forward, no matter what.",determination
"The peaceful silence of the countryside is a balm to my soul.",serenity
"The laughter of children playing in the park brings a smile to my face.",joy
"I feel the sting of rejection, it's a bitter pill to swallow.",rejection
"The sharp chill of the winter wind makes me shiver, it's invigorating.",chill
"My heart skips a beat when I think of reuniting with my childhood friend.",surprise
"The rhythmic patter of rain on the roof lulls me into a peaceful slumber.",peace
"The pang of loneliness hits me when I'm left alone in the quiet.",loneliness
"I'm filled with a sense of accomplishment as I cross the finish line.",accomplishment
"The sadness of parting ways with an old friend weighs heavily on my heart.",parting
"The joy of a shared laugh with a friend is priceless.",joy
"The grip of fear tightens as I face my greatest fears.",fear
"I feel a surge of adrenaline as I prepare to perform on stage.",adrenaline

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'create ml text tone classifier with 35+ tones of emotion':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=create+ml+text+tone+classifier+with+35++tones+of+emotion&dataset=EmotionTextDataset&tags=emotion,+text,+classifier
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
