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markdown-pages/en/tidb/master/develop/dev-guide-choose-driver-or-orm.md

@@ -256,7 +256,7 @@ Support level: **Compatible**
 
 You can follow the [mysqlclient documentation](https://pypi.org/project/mysqlclient/) to download and configure the driver. It is recommended to use mysqlclient 2.1.1 or later versions.
 
-For an example of using mysqlclient to build a TiDB application, see [Connect TiDB with mysqlclient](/develop/dev-guide-sample-application-python-mysqlclient.md).
+For an example of using mysqlclient to build a TiDB application, see [Connect to TiDB with mysqlclient](/develop/dev-guide-sample-application-python-mysqlclient.md).
 
 </div>
 <div label="MySQL Connector/Python">

markdown-pages/en/tidb/master/develop/dev-guide-insert-data.md

@@ -219,7 +219,7 @@ with get_connection(autocommit=True) as connection:
 For complete examples in Python, see:
 
 - [Use PyMySQL to build a simple CRUD app with TiDB and Python](/develop/dev-guide-sample-application-python-pymysql.md#step-2-get-the-code)
-- [Connecting to TiDB cluster with mysqlclient](https://github.com/tidb-samples/tidb-python-mysqlclient-quickstart)
+- [Connect to TiDB with mysqlclient](https://github.com/tidb-samples/tidb-python-mysqlclient-quickstart)
 - [Use MySQL Connector/Python to build a simple CRUD app with TiDB and Python](/develop/dev-guide-sample-application-python-mysql-connector.md#step-2-get-the-code)
 - [Use SQLAlchemy to build a simple CRUD app with TiDB and Python](/develop/dev-guide-sample-application-python-sqlalchemy.md#step-2-get-the-code)
 - [Use peewee to build a simple CRUD app with TiDB and Python](/develop/dev-guide-sample-application-python-peewee.md#step-2-get-the-code)

markdown-pages/en/tidb/master/develop/dev-guide-sample-application-python-mysqlclient.md

@@ -1,12 +1,9 @@
 ---
-title: Connect TiDB with mysqlclient
+title: Connect to TiDB with mysqlclient
 summary: Learn how to connect TiDB using mysqlclient. This tutorial gives Python sample code snippets that work with TiDB using mysqlclient.
 ---
 
-<!-- markdownlint-disable MD024 -->
-<!-- markdownlint-disable MD029 -->
-
-# Connect TiDB with mysqlclient
+# Connect to TiDB with mysqlclient
 
 TiDB is a MySQL-compatible database, and [mysqlclient](https://github.com/PyMySQL/mysqlclient) is a popular open-source driver for Python.
 
@@ -265,16 +262,16 @@ For more information, refer to [Update Data](/develop/dev-guide-delete-data.md).
 
 ### Using driver or ORM framework?
 
-The Python driver provides low-level access to the database, but it also requires the developers to:
+The Python driver provides low-level access to the database, but it requires the developers to:
 
-- Establish and release database connections manually.
-- Manage database transactions manually.
-- Map data rows (represented as tuples in the `mysqlclient`) to data objects manually.
+- Manually establish and release database connections.
+- Manually manage database transactions.
+- Manually map data rows (represented as tuples in `mysqlclient`) to data objects.
 
-Unless you need to write complex SQL statements, it is recommended to use [ORMs](https://en.wikipedia.org/w/index.php?title=Object%E2%80%93relational_mapping) for developing. They can help you:
+Unless you need to write complex SQL statements, it is recommended to use [ORMs](https://en.wikipedia.org/w/index.php?title=Object%E2%80%93relational_mapping) for development. They can help you:
 
 - Reduce [boilerplate code](https://en.wikipedia.org/wiki/Boilerplate_code) for managing connections and transactions.
-- Manipulate data with data objects instead of an amount of SQL statements.
+- Manipulate data with data objects instead of a number of SQL statements.
 
 ## Next steps