metadata

license: mit
dataset_info:
  features:
    - name: normalized_review_text
      dtype: string
    - name: rating
      dtype: string
  splits:
    - name: train
      num_bytes: 19637178
      num_examples: 352151
  download_size: 10181120
  dataset_size: 19637178
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
task_categories:
  - text-classification
  - token-classification
language:
  - uz
tags:
  - sentiment_analysis
pretty_name: Sentiment analysis for Uzbek language.
size_categories:
  - 100K<n<1M

Here's the dataset card in Uzbek for your sentiment analysis dataset from comments on the Uzum market:

Uzum Market Sentiment Analysis Dataset

Ma'lumotlar to'plami haqida

Ushbu ma'lumotlar to'plami Uzum marketidagi izohlar asosida sentiment tahlilini amalga oshirish uchun yaratilgan. Ma'lumotlar to'plami izohlardagi fikrlarni baholash va ularni turli reytinglarga ajratish imkonini beradi.

Ma'lumotlar tuzilishi

Ma'lumotlar quyidagi formatda JSON tuzilishida keltirilgan:

{
    "features": ["normalized_review_text", "rating"],
    "num_rows": 352151
}

Reytinglar quyidagi tartibda belgilanadi:

rating_to_label = {
    1: 'very poor',
    2: 'poor',
    3: 'fair',
    4: 'good',
    5: 'excellent'
}

Tayyorlanish yo'riqnomasi

Ushbu ma'lumotlar to'plamidan tayyorlashda quyidagi yo'riqnomalarga rioya qilingan:

Izohlarning normalizatsiya qilingan matnlari va ularning reytinglari ajratib olingan.
Har bir reyting turli xil sifat ko'rsatkichlari (yaxshi, o'rtacha, yomon va boshqalar) bilan belgilangan.

Misollar

Quyida ma'lumotlar to'plami uchun ba'zi misollar keltirilgan:

normalized_review_text: ["Mahsulot juda yaxshi, tavsiya qilaman!", "Xizmat sifati yomon, qoniqmadi."]
rating: [5, 1]

Yuklab olish

Ushbu ma'lumotlar to'plamini quyidagi kod yordamida yuklab olishingiz mumkin:

from datasets import load_dataset

dataset = load_dataset("path_to_your_dataset/uzum_market_sentiment_analysis")

Litsenziya

Ushbu ma'lumotlar to'plami ochiq manba sifatida taqdim etiladi va barcha foydalanuvchilar uchun bepul foydalanish imkoniyatiga ega.

Bog'lanish

Agar savollaringiz bo'lsa yoki qo'shimcha ma'lumot kerak bo'lsa, iltimos biz bilan bog'laning.

LinkedIn: [https://www.linkedin.com/in/risqaliyevds/]

I hope this meets your needs! If you have any adjustments or additional details you'd like included, please let me know.