feat(dwh): update

Author: SamyOubouaziz

pages/data-warehouse/quickstart.mdx

@@ -88,7 +88,96 @@ You are now connected to your Data Warehouse for ClickHouse® deployment, and ca
 
 ## How to import and query an example data set
 
+### Creating a database and ingesting data
 
+<Message type="note">
+This example is based on the **New York Taxi Data** from the [Official ClickHouse documentation](https://clickhouse.com/docs/getting-started/example-datasets/nyc-taxi).
+</Message>
+
+1. Run the command below to create a new database:
+    ```sql
+    CREATE DATABASE nyc_taxi;
+    ```
+
+2. Create a new table in the database you just created:
+    ```sql
+    CREATE TABLE nyc_taxi.trips_small (
+        trip_id             UInt32,
+        pickup_datetime     DateTime,
+        dropoff_datetime    DateTime,
+        pickup_longitude    Nullable(Float64),
+        pickup_latitude     Nullable(Float64),
+        dropoff_longitude   Nullable(Float64),
+        dropoff_latitude    Nullable(Float64),
+        passenger_count     UInt8,
+        trip_distance       Float32,
+        fare_amount         Float32,
+        extra               Float32,
+        tip_amount          Float32,
+        tolls_amount        Float32,
+        total_amount        Float32,
+        payment_type        Enum('CSH' = 1, 'CRE' = 2, 'NOC' = 3, 'DIS' = 4, 'UNK' = 5),
+        pickup_ntaname      LowCardinality(String),
+        dropoff_ntaname     LowCardinality(String)
+    )
+    ENGINE = MergeTree
+    PRIMARY KEY (pickup_datetime, dropoff_datetime);
+    ```
+
+3. Insert data from an Amazon S3 bucket 
+    ```sql
+    INSERT INTO nyc_taxi.trips_small
+    SELECT
+        trip_id,
+        pickup_datetime,
+        dropoff_datetime,
+        pickup_longitude,
+        pickup_latitude,
+        dropoff_longitude,
+        dropoff_latitude,
+        passenger_count,
+        trip_distance,
+        fare_amount,
+        extra,
+        tip_amount,
+        tolls_amount,
+        total_amount,
+        payment_type,
+        pickup_ntaname,
+        dropoff_ntaname
+    FROM s3(
+        'https://datasets-documentation.s3.eu-west-3.amazonaws.com/nyc-taxi/trips_{0..2}.gz',
+        'TabSeparatedWithNames'
+    );
+    ```
+
+### Querying the database
+
+1. Run the command below to count the rows you inserted in the table:
+    ```sql
+    SELECT count()
+    FROM nyc_taxi.trips_small;
+    ```
+
+2. Run the command below to list the 10 first rows of your table:
+    ```sql
+    SELECT *
+    FROM nyc_taxi.trips_small
+    LIMIT 10;
+    ```
+
+3. Run the command below to display the 10 first neighborhoods with the most frequent pickups:
+    ```sql
+    SELECT
+      pickup_ntaname,
+      count(*) AS count
+    FROM nyc_taxi.trips_small WHERE pickup_ntaname != ''
+    GROUP BY pickup_ntaname
+    ORDER BY count DESC
+    LIMIT 10;
+    ```
+
+To perform more in-depth tests with larger data sets, refer to our [dedicated documentation](/data-warehouse/reference-content/example-datasets/)
 
 ## How to manage your deployment