Datasets:

risqaliyevds
/

uzbek-zero-shot-classification

@@ -27,65 +27,65 @@ pretty_name: Uzbek zero shot classification dataset
 size_categories:
 - 10K<n<100K
 ---
-## Uzbek Zero-Shot Classification Dataset
-### Ma'lumotlar to'plami haqida
-Ushbu ma'lumotlar to'plami O'zbek tilidagi matnlarni turli kategoriyalarga ajratish uchun yaratilgan. Ma'lumotlar to'plami yangiliklar saytlari asosida tayyorlangan va quyidagi kategoriyalarni o'z ichiga oladi: Siyosat, Iqtisodiyot, Texnologiya, Sport, Madaniyat, Salomatlik, Oila va Jamiyat, Ta'lim, Ekologiya, Xorijiy Yangiliklar.
-### Ma'lumotlar tuzilishi
-Ma'lumotlar quyidagi formatda JSON tuzilishida keltirilgan:
 ```json
 {
-    "classlar":
-        Siyosat - Agar matn siyosat haqida bo'lsa.
-        Iqtisodiyot - Agar matn iqtisodiyot haqida bo'lsa.
-        Texnologiya - Agar matn texnologiya haqida bo'lsa.
-        Sport - Agar matn sport haqida bo'lsa.
-        Madaniyat - Agar matn madaniyat haqida bo'lsa.
-        Salomatlik - Agar matn salomatlik haqida bo'lsa.
-        Oila va Jamiyat - Agar matn oila va jamiyat haqida bo'lsa.
-        Ta'lim - Agar matn ta'lim haqida bo'lsa.
-        Ekologiya - Agar matn ekologiya haqida bo'lsa.
-        Xorijiy Yangiliklar - Agar matn xorijiy yangiliklar haqida bo'lsa.
 }
 ```
-### Tayyorlanish yo'riqnomasi
-Ushbu ma'lumotlar to'plami tayyorlashda quyidagi yo'riqnomalarga rioya qilingan:
-- Matndan barcha mumkin bo'lgan kategoriyalar ajratib olingan.
-- Kategoriyalar qo'shimcha izoh yoki tarjimalarsiz asl holatida keltirilgan.
-- Matn faqat bitta kategoriyaga tegishli bo'lishi kerak.
-### Misollar
-Quyida ba'zi misollar keltirilgan:
 ```python
-# Ma'lumotlar to'plamini yuklab olgandan so'ng
 print(dataset[0])
 ```
 ```json
 {
-    "text": "Toshkent shahrining Yakkasaroy tumanida odam o‘limi bilan yakun topgan yo‘l-transport hodisasi sodir bo‘ldi. Foto: IIBB YHXB Poytaxt IIBB YHXB xabariga ko‘ra, 7 noyabr kuni soat 19:30 larda Muqimiy ko‘chasida 1999 yilda tug‘ilgan B.A. boshqaruvidagi “Nexia-2” rusumli avtomashina va 2004 yilda tug‘ilgan J.O. boshqaruvidagi “Lasetti” rusumli avtomashina to‘qnashgan. YTH oqibatida “Nexia-2” rusumli avtomashina yo‘lovchisi, 1998 yilda tug‘ilgan Sh.E. olgan tan jarohatlari natijasida voqea joyida vafot etgan. Shuningdek, “Lasetti” rusumli avtomashina haydovchisi, “Nexia-2” rusumli avtomashina haydovchisi va yo‘lovchilari: 1995 yilda tug‘ilgan T.O., 1996 yilda tug‘ilgan B.Q., 2001 yilda tug‘ilgan M.Q. turli darajadagi tan jarohatlari bilan kasalxonaga yotqizilgan. Mazkur holat yuzasidan Toshkent shahar IIBB Tergov boshqarmasi tomonidan Jinoyat kodeksining 266-moddasi 2-qismi bilan jinoyat ishi qo‘zg‘atildi. Tergov davom etmoqda.",
-    "class": "Oila va Jamiyat"
 }
 ```
-### Yuklab olish
-Ushbu ma'lumotlar to'plamini quyidagi kod yordamida yuklab olishingiz mumkin:
 ```python
 from datasets import load_dataset
-dataset = load_dataset("your_dataset_name/uzbek_zero_shot_classification")
 ```
-### 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: [Riskaliev Murad](https://www.linkedin.com/in/risqaliyevds/)

 size_categories:
 - 10K<n<100K
 ---
+# Uzbek Zero-Shot Classification Dataset
+### About the Dataset
+This dataset is created for categorizing texts in Uzbek into various categories. The dataset is prepared based on news websites and includes the following categories: Politics, Economy, Technology, Sports, Culture, Health, Family and Society, Education, Ecology, Foreign News.
+### Data Structure
+The data is provided in JSON format with the following structure:
 ```json
 {
+    "classes":
+        Politics - If the text is about politics.
+        Economy - If the text is about the economy.
+        Technology - If the text is about technology.
+        Sports - If the text is about sports.
+        Culture - If the text is about culture.
+        Health - If the text is about health.
+        Family and Society - If the text is about family and society.
+        Education - If the text is about education.
+        Ecology - If the text is about ecology.
+        Foreign News - If the text is about foreign news.
 }
 ```
+### Preparation Guidelines
+The following guidelines were followed in preparing this dataset:
+- All possible categories were extracted from the text.
+- Categories are provided in their original form without additional annotations or translations.
+- Each text must belong to only one category.
+### Examples
+Here are some examples:
 ```python
+# After downloading the dataset
 print(dataset[0])
 ```
 ```json
 {
+    "text": "A fatal road accident occurred in the Yakkasaroy district of Tashkent. Photo: IIBB YHXB According to the IIBB YHXB report, on November 7 at around 19:30, a Nexia-2 driven by B.A. born in 1999 and a Lasetti driven by J.O. born in 2004 collided on Muqimiy Street. As a result of the accident, Sh.E. born in 1998, a passenger in the Nexia-2, died at the scene from injuries sustained. In addition, the drivers of both cars and passengers in the Nexia-2: T.O. born in 1995, B.Q. born in 1996, and M.Q. born in 2001 were hospitalized with various injuries. A criminal case has been initiated under part 2 of article 266 of the Criminal Code by the Tashkent city IIBB Investigation Department. The investigation is ongoing.",
+    "class": "Family and Society"
 }
 ```
+### Download
+You can download this dataset using the following code:
 ```python
 from datasets import load_dataset
+dataset = load_dataset("risqaliyevds/uzbek-zero-shot-classification")
 ```
+### License
+This dataset is provided as open source and is available for free use by all users.
+## Contact
+If you have any questions or need more information, please contact us.
+LinkedIn: [Riskaliev Murad](https://www.linkedin.com/in/risqaliyevds/)