{"id":8674,"date":"2021-05-29T07:21:24","date_gmt":"2021-05-29T07:21:24","guid":{"rendered":"https:\/\/prwatech.in\/blog\/?p=8674"},"modified":"2024-03-16T05:38:26","modified_gmt":"2024-03-16T05:38:26","slug":"loading-public-data-into-big-query","status":"publish","type":"post","link":"https:\/\/prwatech.in\/blog\/google-cloud-platform\/bigquery\/loading-public-data-into-big-query\/","title":{"rendered":"Loading Public Data into Big Query"},"content":{"rendered":"\r\n

Accessing Public Datasets in BigQuery<\/span><\/h2>\r\n

 <\/p>\r\n

Prerequisites<\/strong><\/h3>\r\n

 <\/p>\r\n\r\n\r\n\r\n

GCP<\/a> account<\/a><\/p>\r\n\r\n\r\n\r\n

Open the Cloud Console.<\/p>\r\n\r\n\r\n\r\n

Open Menu > Big Query <\/a>> SQL Workspace<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on Add Data > Explore Public Data sets.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Type NYC bike.<\/p>\r\n\r\n\r\n\r\n

It will show New York citi bike trips data. Click it.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on View dataset.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

The dataset will be added.<\/p>\r\n\r\n\r\n\r\n

Expand the added data set<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Goto new_york_citibike > citibike_trips<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on Schema. It will show the schema of table.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on Details. It will show the details of the\u00a0 Table.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on Preview. It will show the table.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on Compose new Query.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Paste the below code in query editor.<\/p>\r\n\r\n\r\n\r\n

SELECT<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 MIN(start_station_name) AS start_station_name,<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 MIN(end_station_name) AS end_station_name,<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 COUNT(tripduration) AS num_trips<\/p>\r\n\r\n\r\n\r\n

FROM<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 bigquery-public-data.new_york_citibike.citibike_trips<\/p>\r\n\r\n\r\n\r\n

WHERE<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 start_station_id != end_station_id<\/p>\r\n\r\n\r\n\r\n

GROUP BY<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 start_station_id,<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 end_station_id<\/p>\r\n\r\n\r\n\r\n

ORDER BY<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 num_trips DESC<\/p>\r\n\r\n\r\n\r\n

LIMIT<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 10<\/p>\r\n\r\n\r\n\r\n

Click RUN<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

It will show the Results of query.<\/h3>\r\n\r\n\r\n\r\n
\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on Query history. It will show the query history.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on Job Information.<\/p>\r\n\r\n\r\n\r\n

It will show the job description.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Click on Execution Details. It will Show the execution details<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

To save Query,<\/p>\r\n\r\n\r\n\r\n

Click on Save Query button.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Give the query name.<\/p>\r\n\r\n\r\n\r\n

Choose the visibility mode. Click Save.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

To see the Query settings, Click on More > Query Settings.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

In Query settings, you can choose the engine for query.<\/p>\r\n\r\n\r\n\r\n

You can change the destination for your query result. Instead of temporary table, you can choose a table in the project itself.<\/p>\r\n\r\n\r\n\r\n

Select the destination table for query dataset.<\/p>\r\n\r\n\r\n\r\n

Choose the project<\/a> and dataset.<\/p>\r\n\r\n\r\n\r\n

Give the table name and write preference.<\/p>\r\n\r\n\r\n\r\n

Click Save.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

Write the below query.<\/p>\r\n\r\n\r\n\r\n

WITH<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 trip_distance AS (<\/p>\r\n\r\n\r\n\r\n

SELECT<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 bikeid,<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 ST_Distance(ST_GeogPoint(s.longitude,s.latitude),<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 ST_GeogPoint(e.longitude,e.latitude)) AS distance<\/p>\r\n\r\n\r\n\r\n

FROM<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 bigquery-public-data.new_york_citibike.citibike_trips,<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 bigquery-public-data.new_york_citibike.citibike_stations as s,<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 bigquery-public-data.new_york_citibike.citibike_stations as e<\/p>\r\n\r\n\r\n\r\n

WHERE<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 start_station_id = s.station_id<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 AND end_station_id = e.station_id)<\/p>\r\n\r\n\r\n\r\n

SELECT<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 bikeid,<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 SUM(distance)\/1000 AS total_distance<\/p>\r\n\r\n\r\n\r\n

FROM<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 trip_distance<\/p>\r\n\r\n\r\n\r\n

GROUP BY<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 bikeid<\/p>\r\n\r\n\r\n\r\n

ORDER BY<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 total_distance DESC<\/p>\r\n\r\n\r\n\r\n

LIMIt<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 5<\/p>\r\n\r\n\r\n\r\n

Click Run.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

The result of query will be displayed in query results. It will be saved into new table named table_query_result<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

SELECT<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 wx.date,<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 wx.value\/10.0 AS prcp<\/p>\r\n\r\n\r\n\r\n

FROM<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 bigquery-public-data.ghcn_d.ghcnd_2015 AS wx<\/p>\r\n\r\n\r\n\r\n

WHERE<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 id = ‘USW00094728’<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 AND qflag IS NULL<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 AND element = ‘PRCP’<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 ORDER BY<\/p>\r\n\r\n\r\n\r\n

\u00a0\u00a0 wx.date<\/p>\r\n\r\n\r\n\r\n

Click Run.<\/p>\r\n\r\n\r\n\r\n

\"\"<\/figure>\r\n\r\n\r\n\r\n

The query results will be displayed.<\/p>\r\n","protected":false},"excerpt":{"rendered":"

Accessing Public Datasets in BigQuery   Prerequisites   GCP account Open the Cloud Console. Open Menu > Big Query > SQL Workspace Click on Add Data > Explore Public Data sets. Type NYC bike. It will show New York citi bike trips data. Click it. Click on View dataset. The dataset will be added. Expand […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1632,1],"tags":[728,1401,1403,736,732,1402,605,729,699,700,1399,984,735,617,683,684,685,611,1400,692],"class_list":["post-8674","post","type-post","status-publish","format-standard","hentry","category-bigquery","category-google-cloud-platform","tag-bigquery","tag-bigquery-console","tag-bigquery-documentation","tag-bigquery-in-cloud","tag-bigquery-sql","tag-bigquery-tutorial","tag-gcp","tag-gcp-bigquery","tag-gcp-certification","tag-gcp-cloud-console","tag-gcp-console","tag-gcp-course","tag-google-bigquery","tag-google-cloud","tag-google-cloud-certification","tag-google-cloud-console","tag-google-cloud-courses","tag-google-cloud-platform","tag-google-cloud-platform-tutorial","tag-google-cloud-training"],"acf":[],"yoast_head":"\nAccessing Public Datasets in BigQuery - Prwatech<\/title>\n<meta name=\"description\" content=\"Master Accessing Public Datasets in BigQuery with Prwatech - 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