risqaliyevds commited on
Commit
622f261
1 Parent(s): 920b3e5

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +70 -1
README.md CHANGED
@@ -27,4 +27,73 @@ tags:
27
  pretty_name: Sentiment analysis for Uzbek language.
28
  size_categories:
29
  - 100K<n<1M
30
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
27
  pretty_name: Sentiment analysis for Uzbek language.
28
  size_categories:
29
  - 100K<n<1M
30
+ ---
31
+ Here's the dataset card in Uzbek for your sentiment analysis dataset from comments on the Uzum market:
32
+
33
+ ---
34
+
35
+ # Uzum Market Sentiment Analysis Dataset
36
+
37
+ ## Ma'lumotlar to'plami haqida
38
+
39
+ 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.
40
+
41
+ ## Ma'lumotlar tuzilishi
42
+
43
+ Ma'lumotlar quyidagi formatda JSON tuzilishida keltirilgan:
44
+
45
+ ```json
46
+ {
47
+ "features": ["normalized_review_text", "rating"],
48
+ "num_rows": 352151
49
+ }
50
+ ```
51
+
52
+ Reytinglar quyidagi tartibda belgilanadi:
53
+
54
+ ```python
55
+ rating_to_label = {
56
+ 1: 'very poor',
57
+ 2: 'poor',
58
+ 3: 'fair',
59
+ 4: 'good',
60
+ 5: 'excellent'
61
+ }
62
+ ```
63
+ ## Tayyorlanish yo'riqnomasi
64
+
65
+ Ushbu ma'lumotlar to'plamidan tayyorlashda quyidagi yo'riqnomalarga rioya qilingan:
66
+
67
+ 1. Izohlarning normalizatsiya qilingan matnlari va ularning reytinglari ajratib olingan.
68
+ 2. Har bir reyting turli xil sifat ko'rsatkichlari (yaxshi, o'rtacha, yomon va boshqalar) bilan belgilangan.
69
+
70
+ ## Misollar
71
+
72
+ Quyida ma'lumotlar to'plami uchun ba'zi misollar keltirilgan:
73
+
74
+ - **normalized_review_text:** ["Mahsulot juda yaxshi, tavsiya qilaman!", "Xizmat sifati yomon, qoniqmadi."]
75
+ - **rating:** [5, 1]
76
+
77
+ ## Yuklab olish
78
+
79
+ Ushbu ma'lumotlar to'plamini quyidagi kod yordamida yuklab olishingiz mumkin:
80
+
81
+ ```python
82
+ from datasets import load_dataset
83
+
84
+ dataset = load_dataset("path_to_your_dataset/uzum_market_sentiment_analysis")
85
+ ```
86
+
87
+ ## Litsenziya
88
+
89
+ Ushbu ma'lumotlar to'plami ochiq manba sifatida taqdim etiladi va barcha foydalanuvchilar uchun bepul foydalanish imkoniyatiga ega.
90
+
91
+ ## Bog'lanish
92
+
93
+ Agar savollaringiz bo'lsa yoki qo'shimcha ma'lumot kerak bo'lsa, iltimos biz bilan bog'laning.
94
+
95
+ LinkedIn: [https://www.linkedin.com/in/risqaliyevds/]
96
+
97
+ ---
98
+
99
+ I hope this meets your needs! If you have any adjustments or additional details you'd like included, please let me know.