Update README.md

README.md

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 ---
 license: cc-by-nc-nd-4.0
+task_categories:
+- text-classification
+language:
+- en
+tags:
+- code
+- finance
 ---
+
+# Customers Reviews on Banks ⭐️
+
+The Reviews on Banks Dataset is a comprehensive collection of **20,000** the most recent customer reviews on **48** US banks.
+
+This dataset containing diverse reviews on multiple banks, can be useful for *sentiment analysis, assessing geographical variations in customer satisfaction, and exploring customer preferences through textual data*. 
+
+Understanding customer sentiments and preferences helps **banks** improve their services and address any issues raised by customers in their reviews.
+
+# Get the dataset
+
+### This is just an example of the data
+
+Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=customers-reviews-on-banks) to discuss your requirements, learn about the price and buy the dataset.
+
+# Content
+For each item, we extracted:
+- **author**: name of the reviewer,
+- **date**: date of the review,
+- **location**: location of the reviewer,
+- **bank**: bank which is reviewed
+- **star**: number of stars given to the bank by the reviewer,
+- **text**: text of the review,
+- **like**: number of likes on the review
+
+## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=customers-reviews-on-banks) provides high-quality data annotation tailored to your needs
+
+More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
+
+TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**