Opinie (Predict Visitor Purchases with a Classification Model in BigQuery ML)

Rishav R. · Sprawdzono ponad 5 lat temu

fdfgfg d. · Sprawdzono ponad 5 lat temu

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Srishti M. · Sprawdzono ponad 5 lat temu

Abhijeet K. · Sprawdzono ponad 5 lat temu

easy

saboor k. · Sprawdzono ponad 5 lat temu

SELECT * FROM ml.PREDICT(MODEL `ecommerce.classification_model_2`, ( WITH all_visitor_stats AS ( SELECT fullvisitorid, IF(COUNTIF(totals.transactions > 0 AND totals.newVisits IS NULL) > 0, 1, 0) AS will_buy_on_return_visit FROM `data-to-insights.ecommerce.web_analytics` GROUP BY fullvisitorid ) SELECT CONCAT(fullvisitorid, '-',CAST(visitId AS STRING)) AS unique_session_id, # labels will_buy_on_return_visit, MAX(CAST(h.eCommerceAction.action_type AS INT64)) AS latest_ecommerce_progress, # behavior on the site IFNULL(totals.bounces, 0) AS bounces, IFNULL(totals.timeOnSite, 0) AS time_on_site, totals.pageviews, # where the visitor came from trafficSource.source, trafficSource.medium, channelGrouping, # mobile or desktop device.deviceCategory, # geographic IFNULL(geoNetwork.country, "") AS country FROM `data-to-insights.ecommerce.web_analytics`, UNNEST(hits) AS h JOIN all_visitor_stats USING(fullvisitorid) WHERE # only predict for new visits totals.newVisits = 1 AND date BETWEEN '20170701' AND '20170801' # test 1 month GROUP BY unique_session_id, will_buy_on_return_visit, bounces, time_on_site, totals.pageviews, trafficSource.source, trafficSource.medium, channelGrouping, device.deviceCategory, country ) ) ORDER BY predicted_will_buy_on_return_visit DESC;

Pratik J. · Sprawdzono ponad 5 lat temu

Himangini k. · Sprawdzono ponad 5 lat temu

Chiranjeet M. · Sprawdzono ponad 5 lat temu

Hritik K. · Sprawdzono ponad 5 lat temu

Akash G. · Sprawdzono ponad 5 lat temu

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Rahul K. · Sprawdzono ponad 5 lat temu

Krishna S. · Sprawdzono ponad 5 lat temu

ANKIT B. · Sprawdzono ponad 5 lat temu

Great

Harshit S. · Sprawdzono ponad 5 lat temu

Badhon R. · Sprawdzono ponad 5 lat temu

Atul V. · Sprawdzono ponad 5 lat temu

Yael A. · Sprawdzono ponad 5 lat temu

Maradiya A. · Sprawdzono ponad 5 lat temu

Muhammad H. · Sprawdzono ponad 5 lat temu

A lot of advanced SQL statements. May not be appropriate for beginners.

Andy Qui L. · Sprawdzono ponad 5 lat temu

okay

Divyashree A. · Sprawdzono ponad 5 lat temu