935 lines
44 KiB
MySQL
935 lines
44 KiB
MySQL
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DROP TABLE raena_analytics.base_analytics_dump;
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CREATE TABLE raena_analytics.base_analytics_dump AS
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SELECT ts,
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events,
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phone,
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event_props::jsonb->>'CT Session Id' sessionid ,
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event_props::jsonb->>'page_name' pagename
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FROM clevertap.clevertap_master_data cmd
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WHERE ts::date >='2023-01-01'
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AND events IN ('load_home_page',
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'page_load',
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'add_to_cart',
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'begin_checkout',
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'finish_checkout',
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'Charged',
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'page_load_checkout_continue',
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'page_load_finish_checkout',
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'confirm_payment',
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'view_cart',
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'view_item' )
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AND event_props NOT LIKE '%Focallure%';
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DROP TABLE raena_analytics.add_to_cart_base_1;
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CREATE TABLE raena_analytics.add_to_cart_base_1 AS
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SELECT DISTINCT ts::date,
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phone,
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event_props::jsonb->>'CT Session Id' sessionid ,
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event_props::jsonb->>'screen' pagename,
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event_props::jsonb->>'item_id' sku
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FROM clevertap.clevertap_master_data cmd
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WHERE ts::date >='2023-01-01'
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AND events ='add_to_cart'
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AND event_props::jsonb->>'item_id' IS NOT NULL ;
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DROP TABLE raena_analytics.view_item_base_1;
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CREATE TABLE raena_analytics.view_item_base_1 AS
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SELECT DISTINCT ts::date,
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phone,
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event_props::jsonb->>'CT Session Id' sessionid ,
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event_props::jsonb->>'screen' pagename,
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event_props::jsonb->>'item_id' sku
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FROM clevertap.clevertap_master_data cmd
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WHERE ts::date >='2023-01-01'
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AND events ='view_item'
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AND event_props::jsonb->>'item_id' IS NOT NULL ;
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DROP TABLE raena_analytics.begin_checkout_base_1;
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CREATE TABLE raena_analytics.begin_checkout_base_1 AS
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SELECT DISTINCT ts::date,
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phone,
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event_props::jsonb->>'CT Session Id' sessionid ,
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replace(replace(unnest(regexp_split_to_array(event_props::jsonb ->>'items',',')),']',''),'[','') sku
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FROM clevertap.clevertap_master_data cmd
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WHERE ts::date >='2023-01-01'
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AND events ='begin_checkout';
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drop table raena_analytics.finish_checkout_base_1;
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create table raena_analytics.finish_checkout_base_1
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as
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select A.*,P.sku
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from
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(select distinct ts::date, phone,event_props::jsonb->>'CT Session Id' sessionid ,
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replace(replace(unnest(regexp_split_to_array(event_props::jsonb ->>'items',',')),']',''),'[','') pagename
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from clevertap.clevertap_master_data cmd
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where ts::date >='2023-01-01'
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and events ='finish_checkout') A
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left join raena_catalog_management.product P on A.pagename = cast(P.id as varchar) ;
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drop table raena_analytics.pagename_homepage_data;
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create table raena_analytics.pagename_homepage_data
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as
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select distinct sessionid ,phone,pagename,ts::date ts
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from raena_analytics.base_analytics_dump
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where events = 'page_load' and pagename = 'Home';
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drop table if exists raena_analytics.pagename_homepage_data_remaining_funnel_stage1;
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CREATE TABLE raena_analytics.pagename_homepage_data_remaining_funnel_stage1 AS
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SELECT AA.ts,
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AA.pagename ,
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sum(cnt_pageload_home) cnt_pageload_home ,
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count(DISTINCT CASE WHEN cnt_pageload_home>0 THEN sessionid END) unique_pageload_home,
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sum(cnt_view_item) cnt_view_item ,
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count(DISTINCT CASE WHEN cnt_view_item>0 THEN sessionid END) unique_view_item,
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sum(cnt_add_to_cart) cnt_add_to_cart ,
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count(DISTINCT CASE WHEN cnt_add_to_cart>0 THEN sessionid END) unique_add_to_cart,
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sum(cnt_view_cart) cnt_view_cart ,
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count(DISTINCT CASE WHEN cnt_view_cart>0 THEN sessionid END) unique_view_cart,
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sum(cnt_begin_checkout) cnt_begin_checkout ,
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count(DISTINCT CASE WHEN cnt_begin_checkout>0 THEN sessionid END) unique_begin_checkout,
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sum(cnt_page_load_checkout_continue) cnt_page_load_checkout_continue ,
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count(DISTINCT CASE WHEN cnt_page_load_checkout_continue>0 THEN sessionid END) unique_page_load_checkout_continue,
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sum(cnt_load_payment_method) cnt_load_payment_method ,
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count(DISTINCT CASE WHEN cnt_load_payment_method>0 THEN sessionid END) unique_load_payment_method,
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sum(cnt_confirm_payment) cnt_confirm_payment ,
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count(DISTINCT CASE WHEN cnt_confirm_payment>0 THEN sessionid END) unique_confirm_payment
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FROM
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(SELECT A.sessionid ,
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A.phone,
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A.pagename,
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A.ts ,
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B.cnt_pageload_home,
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cnt_view_item,
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cnt_add_to_cart,
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cnt_view_cart,
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cnt_begin_checkout,
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cnt_page_load_checkout_continue,
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cnt_load_payment_method,
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cnt_confirm_payment
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FROM raena_analytics.pagename_homepage_data A
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LEFT JOIN
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(SELECT sessionid,
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phone ,
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count(CASE WHEN events = 'page_load'
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AND pagename= 'Home' THEN sessionid END)cnt_pageload_home,
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count(CASE WHEN events = 'view_item' THEN sessionid END) cnt_view_item ,
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count(CASE WHEN events = 'add_to_cart' THEN sessionid END) cnt_add_to_cart ,
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count(CASE WHEN events = 'view_cart' THEN sessionid END) cnt_view_cart ,
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count(CASE WHEN events = 'begin_checkout' THEN sessionid END) cnt_begin_checkout ,
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count(CASE WHEN events = 'page_load_checkout_continue' THEN sessionid END) cnt_page_load_checkout_continue ,
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count(CASE WHEN events = 'page_load'
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AND pagename ='PaymentMethods' THEN sessionid END) cnt_load_payment_method,
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count(CASE WHEN events = 'confirm_payment' THEN sessionid END) cnt_confirm_payment
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FROM raena_analytics.base_analytics_dump
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GROUP BY 1,
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2) B ON A.sessionid = B.sessionid
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AND A.phone = B.phone) AA
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GROUP BY 1,
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2;
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drop table raena_analytics.offender_funnel_report;
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CREATE TABLE raena_analytics.offender_funnel_report AS
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SELECT ts,
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pagename,
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C.is_offender ,
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D.name,
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count(phone) count_view_item,
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count(add_to_cart_phone) count_add_to_cart,
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count(begin_checkout_cart) begin_checkout_cart,
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count(finish_checkout_cart) finish_checkout_cart
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FROM
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(SELECT DISTINCT A.ts,
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A.sessionid,
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A.phone,
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A.pagename ,
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A.sku ,
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B.phone add_to_cart_phone ,
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C.phone begin_checkout_cart,
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D.phone finish_checkout_cart
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FROM raena_analytics.view_item_base_1 A
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LEFT JOIN raena_analytics.add_to_cart_base_1 B ON A.sessionid = B.sessionid
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AND A.sku = B.sku
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LEFT JOIN raena_analytics.begin_checkout_base_1 C ON A.sessionid = C.sessionid
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AND A.sku = C.sku
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LEFT JOIN raena_analytics.finish_checkout_base_1 D ON A.sessionid = D.sessionid
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AND A.sku = C.sku) AA
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LEFT JOIN raena_catalog_management.product C ON AA.sku = C.sku
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LEFT JOIN raena_catalog_management.brand D ON C.brand_id = D.id
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GROUP BY 1,
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2,
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3,
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4;
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drop table raena_analytics.pagename_Brands_data;
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create table raena_analytics.pagename_Brands_data
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as
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select distinct sessionid ,phone,pagename,ts::date ts
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from raena_analytics.base_analytics_dump
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where events = 'page_load' and pagename = 'Brands';
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drop table if exists raena_analytics.pagename_brand_data_remaining_funnel_stage2;
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CREATE TABLE raena_analytics.pagename_brand_data_remaining_funnel_stage2 AS
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SELECT AA.ts,
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AA.pagename ,
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sum(cnt_pageload_home) cnt_pageload_home ,
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count(DISTINCT CASE WHEN cnt_pageload_home>0 THEN sessionid END) unique_pageload_home,
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sum(cnt_view_item) cnt_view_item ,
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count(DISTINCT CASE WHEN cnt_view_item>0 THEN sessionid END) unique_view_item,
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sum(cnt_add_to_cart) cnt_add_to_cart ,
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count(DISTINCT CASE WHEN cnt_add_to_cart>0 THEN sessionid END) unique_add_to_cart,
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sum(cnt_view_cart) cnt_view_cart ,
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count(DISTINCT CASE WHEN cnt_view_cart>0 THEN sessionid END) unique_view_cart,
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sum(cnt_begin_checkout) cnt_begin_checkout ,
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count(DISTINCT CASE WHEN cnt_begin_checkout>0 THEN sessionid END) unique_begin_checkout,
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sum(cnt_page_load_checkout_continue) cnt_page_load_checkout_continue ,
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count(DISTINCT CASE WHEN cnt_page_load_checkout_continue>0 THEN sessionid END) unique_page_load_checkout_continue,
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sum(cnt_load_payment_method) cnt_load_payment_method ,
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count(DISTINCT CASE WHEN cnt_load_payment_method>0 THEN sessionid END) unique_load_payment_method,
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sum(cnt_confirm_payment) cnt_confirm_payment ,
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count(DISTINCT CASE WHEN cnt_confirm_payment>0 THEN sessionid END) unique_confirm_payment
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FROM
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(SELECT A.sessionid ,
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A.phone,
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A.pagename,
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A.ts ,
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B.cnt_pageload_home,
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cnt_view_item,
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cnt_add_to_cart,
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cnt_view_cart,
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cnt_begin_checkout,
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cnt_page_load_checkout_continue,
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cnt_load_payment_method,
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cnt_confirm_payment
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FROM raena_analytics.pagename_brands_data A
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LEFT JOIN
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(SELECT sessionid,
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phone ,
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count(CASE WHEN events = 'page_load'
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AND pagename= 'Brands' THEN sessionid END)cnt_pageload_home,
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count(CASE WHEN events = 'view_item' THEN sessionid END) cnt_view_item ,
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count(CASE WHEN events = 'add_to_cart' THEN sessionid END) cnt_add_to_cart ,
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count(CASE WHEN events = 'view_cart' THEN sessionid END) cnt_view_cart ,
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count(CASE WHEN events = 'begin_checkout' THEN sessionid END) cnt_begin_checkout ,
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count(CASE WHEN events = 'page_load_checkout_continue' THEN sessionid END) cnt_page_load_checkout_continue ,
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count(CASE WHEN events = 'page_load'
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AND pagename ='PaymentMethods' THEN sessionid END) cnt_load_payment_method,
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count(CASE WHEN events = 'confirm_payment' THEN sessionid END) cnt_confirm_payment
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FROM raena_analytics.base_analytics_dump
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GROUP BY 1,
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2) B ON A.sessionid = B.sessionid
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AND A.phone = B.phone) AA
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GROUP BY 1,
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2;
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drop table raena_analytics.pagename_search_data;
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create table raena_analytics.pagename_search_data
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as
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select distinct sessionid ,phone,'Search' pagename,ts::date ts
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from raena_analytics.base_analytics_dump
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where events = 'page_load' and pagename like '%Search%';
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drop table if exists raena_analytics.pagename_search_data_remaining_funnel_stage2;
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CREATE TABLE raena_analytics.pagename_search_data_remaining_funnel_stage2 AS
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SELECT AA.ts,
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AA.pagename ,
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sum(cnt_pageload_home) cnt_pageload_home ,
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count(DISTINCT CASE WHEN cnt_pageload_home>0 THEN sessionid END) unique_pageload_home,
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sum(cnt_view_item) cnt_view_item ,
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count(DISTINCT CASE WHEN cnt_view_item>0 THEN sessionid END) unique_view_item,
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sum(cnt_add_to_cart) cnt_add_to_cart ,
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count(DISTINCT CASE WHEN cnt_add_to_cart>0 THEN sessionid END) unique_add_to_cart,
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sum(cnt_view_cart) cnt_view_cart ,
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count(DISTINCT CASE WHEN cnt_view_cart>0 THEN sessionid END) unique_view_cart,
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sum(cnt_begin_checkout) cnt_begin_checkout ,
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count(DISTINCT CASE WHEN cnt_begin_checkout>0 THEN sessionid END) unique_begin_checkout,
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sum(cnt_page_load_checkout_continue) cnt_page_load_checkout_continue ,
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count(DISTINCT CASE WHEN cnt_page_load_checkout_continue>0 THEN sessionid END) unique_page_load_checkout_continue,
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sum(cnt_load_payment_method) cnt_load_payment_method ,
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count(DISTINCT CASE WHEN cnt_load_payment_method>0 THEN sessionid END) unique_load_payment_method,
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sum(cnt_confirm_payment) cnt_confirm_payment ,
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count(DISTINCT CASE WHEN cnt_confirm_payment>0 THEN sessionid END) unique_confirm_payment
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FROM
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(SELECT A.sessionid ,
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A.phone,
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A.pagename,
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A.ts ,
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B.cnt_pageload_home,
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cnt_view_item,
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cnt_add_to_cart,
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cnt_view_cart,
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cnt_begin_checkout,
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||
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cnt_page_load_checkout_continue,
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cnt_load_payment_method,
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cnt_confirm_payment
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FROM raena_analytics.pagename_search_data A
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LEFT JOIN
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(SELECT sessionid,
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phone ,
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count(CASE WHEN events = 'page_load'
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AND pagename LIKE '%Search%' THEN sessionid END)cnt_pageload_home,
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||
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count(CASE WHEN events = 'view_item' THEN sessionid END) cnt_view_item ,
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count(CASE WHEN events = 'add_to_cart' THEN sessionid END) cnt_add_to_cart ,
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count(CASE WHEN events = 'view_cart' THEN sessionid END) cnt_view_cart ,
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count(CASE WHEN events = 'begin_checkout' THEN sessionid END) cnt_begin_checkout ,
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count(CASE WHEN events = 'page_load_checkout_continue' THEN sessionid END) cnt_page_load_checkout_continue ,
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count(CASE WHEN events = 'page_load'
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AND pagename ='PaymentMethods' THEN sessionid END) cnt_load_payment_method,
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||
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count(CASE WHEN events = 'confirm_payment' THEN sessionid END) cnt_confirm_payment
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||
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FROM raena_analytics.base_analytics_dump
|
||
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GROUP BY 1,
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2) B ON A.sessionid = B.sessionid
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AND A.phone = B.phone) AA
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GROUP BY 1,
|
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2;
|
||
|
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|
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|
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|
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-----CategoryList----
|
||
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|
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|
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drop table raena_analytics.pagename_CategoryList_data;
|
||
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|
||
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create table raena_analytics.pagename_CategoryList_data
|
||
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as
|
||
|
|
select distinct sessionid ,phone,pagename,ts::date ts
|
||
|
|
from raena_analytics.base_analytics_dump
|
||
|
|
where events = 'page_load' and pagename = 'CategoryList';
|
||
|
|
|
||
|
|
|
||
|
|
drop table if exists raena_analytics.pagename_CategoryList_data_remaining_funnel_stage2;
|
||
|
|
|
||
|
|
CREATE TABLE raena_analytics.pagename_CategoryList_data_remaining_funnel_stage2 AS
|
||
|
|
SELECT AA.ts,
|
||
|
|
AA.pagename ,
|
||
|
|
sum(cnt_pageload_home) cnt_pageload_home ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_pageload_home>0 THEN sessionid END) unique_pageload_home,
|
||
|
|
sum(cnt_view_item) cnt_view_item ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_view_item>0 THEN sessionid END) unique_view_item,
|
||
|
|
sum(cnt_add_to_cart) cnt_add_to_cart ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_add_to_cart>0 THEN sessionid END) unique_add_to_cart,
|
||
|
|
sum(cnt_view_cart) cnt_view_cart ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_view_cart>0 THEN sessionid END) unique_view_cart,
|
||
|
|
sum(cnt_begin_checkout) cnt_begin_checkout ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_begin_checkout>0 THEN sessionid END) unique_begin_checkout,
|
||
|
|
sum(cnt_page_load_checkout_continue) cnt_page_load_checkout_continue ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_page_load_checkout_continue>0 THEN sessionid END) unique_page_load_checkout_continue,
|
||
|
|
sum(cnt_load_payment_method) cnt_load_payment_method ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_load_payment_method>0 THEN sessionid END) unique_load_payment_method,
|
||
|
|
sum(cnt_confirm_payment) cnt_confirm_payment ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_confirm_payment>0 THEN sessionid END) unique_confirm_payment
|
||
|
|
FROM
|
||
|
|
(SELECT A.sessionid ,
|
||
|
|
A.phone,
|
||
|
|
A.pagename,
|
||
|
|
A.ts ,
|
||
|
|
B.cnt_pageload_home,
|
||
|
|
cnt_view_item,
|
||
|
|
cnt_add_to_cart,
|
||
|
|
cnt_view_cart,
|
||
|
|
cnt_begin_checkout,
|
||
|
|
cnt_page_load_checkout_continue,
|
||
|
|
cnt_load_payment_method,
|
||
|
|
cnt_confirm_payment
|
||
|
|
FROM raena_analytics.pagename_CategoryList_data A
|
||
|
|
LEFT JOIN
|
||
|
|
(SELECT sessionid,
|
||
|
|
phone ,
|
||
|
|
count(CASE WHEN events = 'page_load'
|
||
|
|
AND pagename= 'CategoryList' THEN sessionid END)cnt_pageload_home,
|
||
|
|
count(CASE WHEN events = 'view_item' THEN sessionid END) cnt_view_item ,
|
||
|
|
count(CASE WHEN events = 'add_to_cart' THEN sessionid END) cnt_add_to_cart ,
|
||
|
|
count(CASE WHEN events = 'view_cart' THEN sessionid END) cnt_view_cart ,
|
||
|
|
count(CASE WHEN events = 'begin_checkout' THEN sessionid END) cnt_begin_checkout ,
|
||
|
|
count(CASE WHEN events = 'page_load_checkout_continue' THEN sessionid END) cnt_page_load_checkout_continue ,
|
||
|
|
count(CASE WHEN events = 'page_load'
|
||
|
|
AND pagename ='PaymentMethods' THEN sessionid END) cnt_load_payment_method,
|
||
|
|
count(CASE WHEN events = 'confirm_payment' THEN sessionid END) cnt_confirm_payment
|
||
|
|
FROM raena_analytics.base_analytics_dump
|
||
|
|
GROUP BY 1,
|
||
|
|
2) B ON A.sessionid = B.sessionid
|
||
|
|
AND A.phone = B.phone) AA
|
||
|
|
GROUP BY 1,
|
||
|
|
2;
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
-----Cart-----
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
drop table raena_analytics.pagename_Cart_data;
|
||
|
|
|
||
|
|
create table raena_analytics.pagename_Cart_data
|
||
|
|
as
|
||
|
|
select distinct sessionid ,phone,pagename,ts::date ts
|
||
|
|
from raena_analytics.base_analytics_dump
|
||
|
|
where events = 'page_load' and pagename = 'Cart';
|
||
|
|
|
||
|
|
|
||
|
|
drop table if exists raena_analytics.pagename_Cart_data_remaining_funnel_stage2;
|
||
|
|
|
||
|
|
CREATE TABLE raena_analytics.pagename_Cart_data_remaining_funnel_stage2 AS
|
||
|
|
SELECT AA.ts,
|
||
|
|
AA.pagename ,
|
||
|
|
sum(cnt_pageload_home) cnt_pageload_home ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_pageload_home>0 THEN sessionid END) unique_pageload_home,
|
||
|
|
sum(cnt_view_item) cnt_view_item ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_view_item>0 THEN sessionid END) unique_view_item,
|
||
|
|
sum(cnt_add_to_cart) cnt_add_to_cart ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_add_to_cart>0 THEN sessionid END) unique_add_to_cart,
|
||
|
|
sum(cnt_view_cart) cnt_view_cart ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_view_cart>0 THEN sessionid END) unique_view_cart,
|
||
|
|
sum(cnt_begin_checkout) cnt_begin_checkout ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_begin_checkout>0 THEN sessionid END) unique_begin_checkout,
|
||
|
|
sum(cnt_page_load_checkout_continue) cnt_page_load_checkout_continue ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_page_load_checkout_continue>0 THEN sessionid END) unique_page_load_checkout_continue,
|
||
|
|
sum(cnt_load_payment_method) cnt_load_payment_method ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_load_payment_method>0 THEN sessionid END) unique_load_payment_method,
|
||
|
|
sum(cnt_confirm_payment) cnt_confirm_payment ,
|
||
|
|
count(DISTINCT CASE WHEN cnt_confirm_payment>0 THEN sessionid END) unique_confirm_payment
|
||
|
|
FROM
|
||
|
|
(SELECT A.sessionid ,
|
||
|
|
A.phone,
|
||
|
|
A.pagename,
|
||
|
|
A.ts ,
|
||
|
|
B.cnt_pageload_home,
|
||
|
|
cnt_view_item,
|
||
|
|
cnt_add_to_cart,
|
||
|
|
cnt_view_cart,
|
||
|
|
cnt_begin_checkout,
|
||
|
|
cnt_page_load_checkout_continue,
|
||
|
|
cnt_load_payment_method,
|
||
|
|
cnt_confirm_payment
|
||
|
|
FROM raena_analytics.pagename_Cart_data A
|
||
|
|
INNER JOIN
|
||
|
|
(SELECT sessionid,
|
||
|
|
phone ,
|
||
|
|
count(CASE WHEN events = 'page_load'
|
||
|
|
AND pagename= 'Cart' THEN sessionid END)cnt_pageload_home,
|
||
|
|
count(CASE WHEN events = 'view_item' THEN sessionid END) cnt_view_item ,
|
||
|
|
count(CASE WHEN events = 'add_to_cart' THEN sessionid END) cnt_add_to_cart ,
|
||
|
|
count(CASE WHEN events = 'view_cart' THEN sessionid END) cnt_view_cart ,
|
||
|
|
count(CASE WHEN events = 'begin_checkout' THEN sessionid END) cnt_begin_checkout ,
|
||
|
|
count(CASE WHEN events = 'page_load_checkout_continue' THEN sessionid END) cnt_page_load_checkout_continue ,
|
||
|
|
count(CASE WHEN events = 'page_load'
|
||
|
|
AND pagename ='PaymentMethods' THEN sessionid END) cnt_load_payment_method,
|
||
|
|
count(CASE WHEN events = 'confirm_payment' THEN sessionid END) cnt_confirm_payment
|
||
|
|
FROM raena_analytics.base_analytics_dump
|
||
|
|
GROUP BY 1,
|
||
|
|
2) B ON A.sessionid = B.sessionid
|
||
|
|
AND A.phone = B.phone) AA
|
||
|
|
GROUP BY 1,
|
||
|
|
2;
|
||
|
|
|
||
|
|
drop table if exists raena_analytics.offender_dashboard_base_table;
|
||
|
|
|
||
|
|
CREATE TABLE raena_analytics.offender_dashboard_base_table AS
|
||
|
|
SELECT gd.transaction_date ,
|
||
|
|
category_name ,
|
||
|
|
product_type ,
|
||
|
|
brand_name ,
|
||
|
|
gd.sku ,
|
||
|
|
gd.shipping_province ,
|
||
|
|
order_recipient ,
|
||
|
|
gd.order_placed_by ,
|
||
|
|
order_type ,
|
||
|
|
tier_name ,
|
||
|
|
gd.external_id ,
|
||
|
|
sum(quantity) quantity ,
|
||
|
|
sum(discounted_price*quantity) payment_price,
|
||
|
|
sum(cogs*quantity) total_cogs,
|
||
|
|
sum((retail_price*quantity)-(seller_margin*quantity)) total_wholesale_price ,
|
||
|
|
C.name channel_name ,
|
||
|
|
O.status,
|
||
|
|
payment_amount order_level_payment_amount,
|
||
|
|
reseller_mobile ,
|
||
|
|
reseller_email ,
|
||
|
|
CASE
|
||
|
|
WHEN max_payment_amount BETWEEN 0 AND 2000000 THEN '<=2M'
|
||
|
|
WHEN max_payment_amount BETWEEN 2000001 AND 10000000 THEN '2M-10M'
|
||
|
|
WHEN max_payment_amount >10000000 THEN '>10M'
|
||
|
|
END bucket,
|
||
|
|
is_offender,
|
||
|
|
sum(CASE WHEN gd.external_id = BB.order_id
|
||
|
|
AND gd.sku = BB.sku
|
||
|
|
AND (CASE WHEN item_type LIKE '%Bundle%' THEN 'Bundle' ELSE 'Product' END)=BB.product_class THEN BB.new_shipment_amount ELSE CC.new_shipment_amount END) shipping_amount
|
||
|
|
FROM raena_analytics.gm_dashboard gd
|
||
|
|
LEFT JOIN raena_order_management.order O ON gd.external_id = O.id
|
||
|
|
LEFT JOIN raena_order_management.channel C ON O.channel_id = C.id
|
||
|
|
LEFT JOIN
|
||
|
|
(SELECT reseller_id ,
|
||
|
|
max(payment_amount) AS max_payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT reseller_id,
|
||
|
|
date_trunc('month',created_at)::date AS created_date,
|
||
|
|
sum(payment_amount) payment_amount
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid'
|
||
|
|
GROUP BY 1,
|
||
|
|
2) A
|
||
|
|
GROUP BY 1) D ON gd.reseller_id = D.reseller_id
|
||
|
|
LEFT JOIN raena_analytics.sku_level_shipping_fee_final BB ON gd.external_id = BB.order_id
|
||
|
|
AND gd.sku = BB.sku
|
||
|
|
AND (CASE
|
||
|
|
WHEN item_type LIKE '%Bundle%' THEN 'Bundle'
|
||
|
|
ELSE 'Product'
|
||
|
|
END)=BB.product_class
|
||
|
|
LEFT JOIN raena_analytics.sku_level_shipping_fee_old_final CC ON gd.external_id = CC.external_id
|
||
|
|
AND gd.sku = CC.sku
|
||
|
|
AND (CASE
|
||
|
|
WHEN item_type LIKE '%Bundle%' THEN 'Bundle'
|
||
|
|
ELSE 'Product'
|
||
|
|
END)=CC.product_class
|
||
|
|
GROUP BY gd.transaction_date ,
|
||
|
|
category_name ,
|
||
|
|
product_type ,
|
||
|
|
brand_name ,
|
||
|
|
gd.sku ,
|
||
|
|
gd.shipping_province ,
|
||
|
|
order_recipient ,
|
||
|
|
gd.order_placed_by ,
|
||
|
|
order_type ,
|
||
|
|
tier_name ,
|
||
|
|
gd.external_id ,
|
||
|
|
C.name ,
|
||
|
|
O.status,
|
||
|
|
payment_amount ,
|
||
|
|
reseller_mobile ,
|
||
|
|
reseller_email ,
|
||
|
|
CASE
|
||
|
|
WHEN max_payment_amount BETWEEN 0 AND 2000000 THEN '<=2M'
|
||
|
|
WHEN max_payment_amount BETWEEN 2000001 AND 10000000 THEN '2M-10M'
|
||
|
|
WHEN max_payment_amount >10000000 THEN '>10M'
|
||
|
|
END ,
|
||
|
|
is_offender;
|
||
|
|
|
||
|
|
|
||
|
|
drop table if exists raena_analytics.rentention_bucket_wise ;
|
||
|
|
|
||
|
|
create table raena_analytics.rentention_bucket_wise
|
||
|
|
as
|
||
|
|
select month_sort , bucket,
|
||
|
|
count(distinct case when m0>0 then mobile end) m0_user,
|
||
|
|
count(distinct case when m1>0 then mobile end) m1_user,
|
||
|
|
count(distinct case when m2>0 then mobile end) m2_user,
|
||
|
|
count(distinct case when m3>0 then mobile end) m3_user,
|
||
|
|
count(distinct case when m4>0 then mobile end) m4_user,
|
||
|
|
count(distinct case when m5>0 then mobile end) m5_user,
|
||
|
|
count(distinct case when m6>0 then mobile end) m6_user,
|
||
|
|
count(distinct case when gt_m6>0 then mobile end) gt_m6_user,
|
||
|
|
count(distinct case when m0>0 and is_offender='true' then mobile end) offender_m0_user,
|
||
|
|
count(distinct case when m1>0 and is_offender='true' then mobile end) offender_m1_user,
|
||
|
|
count(distinct case when m2>0 and is_offender='true' then mobile end) offender_m2_user,
|
||
|
|
count(distinct case when m3>0 and is_offender='true' then mobile end) offender_m3_user,
|
||
|
|
count(distinct case when m4>0 and is_offender='true' then mobile end) offender_m4_user,
|
||
|
|
count(distinct case when m5>0 and is_offender='true' then mobile end) offender_m5_user,
|
||
|
|
count(distinct case when m6>0 and is_offender='true' then mobile end) offender_m6_user,
|
||
|
|
count(distinct case when gt_m6>0 and is_offender='true' then mobile end) offender_gt_m6_user
|
||
|
|
from (
|
||
|
|
SELECT mobile , month_sort , bucket,is_offender,sum(M0) M0 , sum(M1) m1,
|
||
|
|
sum(M2) M2 , sum(M3) m3,sum(M4) M4 , sum(M5) m5,sum(M6) M6 , sum(gt_M6) gt_m6
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT base_1.mobile,
|
||
|
|
date_trunc('MONTH',base_1.created_date)::date AS month_sort,
|
||
|
|
base_1.created_date,
|
||
|
|
case when max_payment_amount between 0 and 2000000 then '<=2M'
|
||
|
|
when max_payment_amount between 2000001 and 10000000 then '2M-10M'
|
||
|
|
when max_payment_amount >10000000 then '>10M' end bucket,
|
||
|
|
is_offender,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date) =0 THEN base_2.payment_amount
|
||
|
|
END AS M0,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=1 THEN base_2.payment_amount
|
||
|
|
END AS M1,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=2 THEN base_2.payment_amount
|
||
|
|
END AS M2,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=3 THEN base_2.payment_amount
|
||
|
|
END AS M3,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=4 THEN base_2.payment_amount
|
||
|
|
END AS M4,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=5 THEN base_2.payment_amount
|
||
|
|
END AS M5,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=6 THEN base_2.payment_amount
|
||
|
|
END AS M6,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)>6 THEN base_2.payment_amount
|
||
|
|
END AS GT_M6
|
||
|
|
From
|
||
|
|
(SELECT *
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','') AS mobile,
|
||
|
|
cast(created_at AS Date)::date created_date,
|
||
|
|
payment_amount,
|
||
|
|
row_number() over(partition BY replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','')
|
||
|
|
ORDER BY cast(created_at AS Date)) created_rnk
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid'
|
||
|
|
) a
|
||
|
|
WHERE a.created_rnk=1) base_1
|
||
|
|
INNER join
|
||
|
|
(SELECT mobile,
|
||
|
|
date_trunc('month',created_date)::date AS created_date,
|
||
|
|
is_offender,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT reseller_mobile AS mobile,
|
||
|
|
cast(transaction_date AS Date) created_date,
|
||
|
|
is_offender,
|
||
|
|
discounted_price*quantity payment_amount
|
||
|
|
FROM raena_analytics.gm_dashboard gd
|
||
|
|
) A
|
||
|
|
GROUP BY 1,
|
||
|
|
2,3) base_2 ON base_1.mobile=base_2.mobile
|
||
|
|
INNER join
|
||
|
|
(SELECT mobile,
|
||
|
|
max(payment_amount) AS max_payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','') AS mobile,
|
||
|
|
date_trunc('month',created_at)::date AS created_date,
|
||
|
|
sum(payment_amount) payment_amount
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid'
|
||
|
|
group by 1,2 ) A
|
||
|
|
GROUP BY 1) base_3 ON base_1.mobile=base_3.mobile) bucket_final
|
||
|
|
group by 1,2,3,4) BB
|
||
|
|
group by 1,2
|
||
|
|
order by 1,2;
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
drop table if exists raena_analytics.rentention_overall ;
|
||
|
|
|
||
|
|
create table raena_analytics.rentention_overall
|
||
|
|
as
|
||
|
|
select month_sort ,
|
||
|
|
count(distinct case when m0>0 then mobile end) m0_user,
|
||
|
|
count(distinct case when m1>0 then mobile end) m1_user,
|
||
|
|
count(distinct case when m2>0 then mobile end) m2_user,
|
||
|
|
count(distinct case when m3>0 then mobile end) m3_user,
|
||
|
|
count(distinct case when m4>0 then mobile end) m4_user,
|
||
|
|
count(distinct case when m5>0 then mobile end) m5_user,
|
||
|
|
count(distinct case when m6>0 then mobile end) m6_user,
|
||
|
|
count(distinct case when gt_m6>0 then mobile end) gt_m6_user,
|
||
|
|
count(distinct case when m0>0 and is_offender='true' then mobile end) offender_m0_user,
|
||
|
|
count(distinct case when m1>0 and is_offender='true' then mobile end) offender_m1_user,
|
||
|
|
count(distinct case when m2>0 and is_offender='true' then mobile end) offender_m2_user,
|
||
|
|
count(distinct case when m3>0 and is_offender='true' then mobile end) offender_m3_user,
|
||
|
|
count(distinct case when m4>0 and is_offender='true' then mobile end) offender_m4_user,
|
||
|
|
count(distinct case when m5>0 and is_offender='true' then mobile end) offender_m5_user,
|
||
|
|
count(distinct case when m6>0 and is_offender='true' then mobile end) offender_m6_user,
|
||
|
|
count(distinct case when gt_m6>0 and is_offender='true' then mobile end) offender_gt_m6_user
|
||
|
|
from (
|
||
|
|
SELECT mobile , month_sort,is_offender,sum(M0) M0 , sum(M1) m1,
|
||
|
|
sum(M2) M2 , sum(M3) m3,sum(M4) M4 , sum(M5) m5,sum(M6) M6 , sum(gt_M6) gt_m6
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT base_1.mobile,
|
||
|
|
date_trunc('MONTH',base_1.created_date)::date AS month_sort,
|
||
|
|
base_1.created_date,
|
||
|
|
is_offender,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date) =0 THEN base_2.payment_amount
|
||
|
|
END AS M0,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=1 THEN base_2.payment_amount
|
||
|
|
END AS M1,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=2 THEN base_2.payment_amount
|
||
|
|
END AS M2,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=3 THEN base_2.payment_amount
|
||
|
|
END AS M3,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=4 THEN base_2.payment_amount
|
||
|
|
END AS M4,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=5 THEN base_2.payment_amount
|
||
|
|
END AS M5,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=6 THEN base_2.payment_amount
|
||
|
|
END AS M6,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)>6 THEN base_2.payment_amount
|
||
|
|
END AS GT_M6
|
||
|
|
From
|
||
|
|
(SELECT *
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','') AS mobile,
|
||
|
|
cast(created_at AS Date)::date created_date,
|
||
|
|
payment_amount,
|
||
|
|
row_number() over(partition BY replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','')
|
||
|
|
ORDER BY cast(created_at AS Date)) created_rnk
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid'
|
||
|
|
) a
|
||
|
|
WHERE a.created_rnk=1) base_1
|
||
|
|
INNER join
|
||
|
|
(SELECT mobile,
|
||
|
|
date_trunc('month',created_date)::date AS created_date,
|
||
|
|
is_offender,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT reseller_mobile AS mobile,
|
||
|
|
cast(transaction_date AS Date) created_date,
|
||
|
|
is_offender,
|
||
|
|
discounted_price*quantity payment_amount
|
||
|
|
FROM raena_analytics.gm_dashboard gd
|
||
|
|
) A
|
||
|
|
GROUP BY 1,
|
||
|
|
2,3) base_2 ON base_1.mobile=base_2.mobile
|
||
|
|
INNER join
|
||
|
|
(SELECT mobile,
|
||
|
|
max(payment_amount) AS max_payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','') AS mobile,
|
||
|
|
date_trunc('month',created_at)::date AS created_date,
|
||
|
|
sum(payment_amount) payment_amount
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid'
|
||
|
|
group by 1,2 ) A
|
||
|
|
GROUP BY 1) base_3 ON base_1.mobile=base_3.mobile) bucket_final
|
||
|
|
group by 1,2,3) BB
|
||
|
|
group by 1
|
||
|
|
order by 1;
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
drop table if exists raena_analytics.rentention_brand_wise ;
|
||
|
|
|
||
|
|
create table raena_analytics.rentention_brand_wise
|
||
|
|
as
|
||
|
|
select month_sort ,bucket,brand_name,is_offender,
|
||
|
|
count(distinct case when m0>0 then mobile end) m0_user,
|
||
|
|
count(distinct case when m1>0 then mobile end) m1_user,
|
||
|
|
count(distinct case when m2>0 then mobile end) m2_user,
|
||
|
|
count(distinct case when m3>0 then mobile end) m3_user,
|
||
|
|
count(distinct case when m4>0 then mobile end) m4_user,
|
||
|
|
count(distinct case when m5>0 then mobile end) m5_user,
|
||
|
|
count(distinct case when m6>0 then mobile end) m6_user,
|
||
|
|
count(distinct case when gt_m6>0 then mobile end) gt_m6_user
|
||
|
|
from (
|
||
|
|
SELECT mobile , month_sort ,bucket,brand_name,sum(M0) M0 , sum(M1) m1,
|
||
|
|
sum(M2) M2 , sum(M3) m3,sum(M4) M4 , sum(M5) m5,sum(M6) M6 , sum(gt_M6) gt_m6
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT base_1.mobile,
|
||
|
|
date_trunc('MONTH',base_1.created_date)::date AS month_sort,
|
||
|
|
base_1.created_date,
|
||
|
|
case when max_payment_amount between 0 and 2000000 then '<=2M'
|
||
|
|
when max_payment_amount between 2000001 and 10000000 then '2M-10M'
|
||
|
|
when max_payment_amount >10000000 then '>10M' end bucket,
|
||
|
|
base_1.brand_name,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date) =0 THEN base_2.payment_amount
|
||
|
|
END AS M0,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=1 THEN base_2.payment_amount
|
||
|
|
END AS M1,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=2 THEN base_2.payment_amount
|
||
|
|
END AS M2,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=3 THEN base_2.payment_amount
|
||
|
|
END AS M3,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=4 THEN base_2.payment_amount
|
||
|
|
END AS M4,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=5 THEN base_2.payment_amount
|
||
|
|
END AS M5,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)=6 THEN base_2.payment_amount
|
||
|
|
END AS M6,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_2.created_date) - DATE_PART('year', base_1.created_date)) * 12 +
|
||
|
|
date_part('Month',base_2.created_date)-date_part('Month',base_1.created_date)>6 THEN base_2.payment_amount
|
||
|
|
END AS GT_M6
|
||
|
|
From
|
||
|
|
(SELECT distinct *
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT reseller_mobile AS mobile,
|
||
|
|
cast(transaction_date AS Date)::date created_date,
|
||
|
|
brand_name,
|
||
|
|
discounted_price*quantity payment_amount,
|
||
|
|
row_number() over(partition BY reseller_mobile
|
||
|
|
ORDER BY cast(transaction_date AS Date)) created_rnk
|
||
|
|
FROM raena_analytics.gm_dashboard o
|
||
|
|
) a
|
||
|
|
WHERE a.created_rnk=1) base_1
|
||
|
|
INNER join
|
||
|
|
(SELECT mobile,
|
||
|
|
date_trunc('month',created_date)::date AS created_date,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT reseller_mobile AS mobile,
|
||
|
|
cast(transaction_date AS Date) created_date,
|
||
|
|
discounted_price*quantity payment_amount,
|
||
|
|
row_number() over(partition BY replace(cast(reseller_mobile AS varchar),'"',''), date_part('YEAR',cast(transaction_date AS Date)),date_part('MONTH',cast(transaction_date AS Date))
|
||
|
|
ORDER BY date_part('YEAR',cast(transaction_date AS Date)),date_part('MONTH',cast(transaction_date AS Date))) created_rnk
|
||
|
|
FROM raena_analytics.gm_dashboard o
|
||
|
|
) A
|
||
|
|
GROUP BY 1,
|
||
|
|
2) base_2 ON base_1.mobile=base_2.mobile
|
||
|
|
INNER join
|
||
|
|
(SELECT mobile,
|
||
|
|
max(payment_amount) AS max_payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT reseller_mobile AS mobile,
|
||
|
|
date_trunc('month',transaction_date)::date AS created_date,
|
||
|
|
sum(discounted_price*quantity) payment_amount
|
||
|
|
FROM raena_analytics.gm_dashboard o
|
||
|
|
group by 1,2 ) A
|
||
|
|
GROUP BY 1) base_3 ON base_1.mobile=base_3.mobile) bucket_final
|
||
|
|
group by 1,2,3,4) BB
|
||
|
|
left join (select distinct name, is_offender from raena_catalog_management.brand ) CC on BB.brand_name = CC.name
|
||
|
|
group by 1,2,3,4
|
||
|
|
order by 1,2,3;
|
||
|
|
|
||
|
|
|
||
|
|
drop table raena_analytics.churn_reseller_data;
|
||
|
|
|
||
|
|
CREATE TABLE raena_analytics.churn_reseller_data AS
|
||
|
|
SELECT date_trunc('Month',A.first_transaction_date)::date ,
|
||
|
|
CASE
|
||
|
|
WHEN max_payment_amount BETWEEN 0 AND 2000000 THEN '<=2M'
|
||
|
|
WHEN max_payment_amount BETWEEN 2000001 AND 10000000 THEN '2M-10M'
|
||
|
|
WHEN max_payment_amount >10000000 THEN '>10M'
|
||
|
|
END bucket,
|
||
|
|
count(DISTINCT A.mobile) M0_user,
|
||
|
|
count(DISTINCT CASE WHEN last_transaction_date NOT BETWEEN '2023-04-01' AND '2023-07-17' THEN B.mobile END) churn,
|
||
|
|
count(DISTINCT CASE WHEN created_date ='2023-05-01' THEN base_2.mobile END) may_retention,
|
||
|
|
count(DISTINCT CASE WHEN created_date ='2023-06-01' THEN base_2.mobile END) jun_retention,
|
||
|
|
count(DISTINCT CASE WHEN created_date ='2023-07-01' THEN base_2.mobile END) july_retention,
|
||
|
|
count(DISTINCT CASE WHEN last_transaction_date NOT BETWEEN '2023-04-01' AND '2023-07-17'
|
||
|
|
AND created_date ='2023-05-01' THEN base_2.mobile END) from_churn_may_retention,
|
||
|
|
count(DISTINCT CASE WHEN last_transaction_date NOT BETWEEN '2023-04-01' AND '2023-07-17'
|
||
|
|
AND created_date ='2023-06-01' THEN base_2.mobile END) from_churn_jun_retention,
|
||
|
|
count(DISTINCT CASE WHEN last_transaction_date NOT BETWEEN '2023-04-01' AND '2023-07-17'
|
||
|
|
AND created_date ='2023-07-01' THEN base_2.mobile END) from_churn_july_retention,
|
||
|
|
count(DISTINCT CASE WHEN created_date ='2023-05-01'
|
||
|
|
AND is_offender = 'true' THEN base_2.mobile END) offender_may_retention,
|
||
|
|
count(DISTINCT CASE WHEN created_date ='2023-06-01'
|
||
|
|
AND is_offender = 'true' THEN base_2.mobile END) offender_jun_retention,
|
||
|
|
count(DISTINCT CASE WHEN created_date ='2023-07-01'
|
||
|
|
AND is_offender = 'true' THEN base_2.mobile END) offender_july_retention,
|
||
|
|
count(DISTINCT CASE WHEN last_transaction_date NOT BETWEEN '2023-04-01' AND '2023-07-17'
|
||
|
|
AND created_date ='2023-05-01'
|
||
|
|
AND is_offender = 'true' THEN base_2.mobile END) from_churn_offender_may_retention,
|
||
|
|
count(DISTINCT CASE WHEN last_transaction_date NOT BETWEEN '2023-04-01' AND '2023-07-17'
|
||
|
|
AND created_date ='2023-06-01'
|
||
|
|
AND is_offender = 'true' THEN base_2.mobile END) from_churn_offender_jun_retention,
|
||
|
|
count(DISTINCT CASE WHEN last_transaction_date NOT BETWEEN '2023-04-01' AND '2023-07-17'
|
||
|
|
AND created_date ='2023-07-01'
|
||
|
|
AND is_offender = 'true' THEN base_2.mobile END) from_churn_offender_july_retention
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT mobile,
|
||
|
|
created_date first_transaction_date,
|
||
|
|
payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','') AS mobile,
|
||
|
|
cast(created_at AS Date)::date created_date,
|
||
|
|
payment_amount,
|
||
|
|
row_number() over(partition BY replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','')
|
||
|
|
ORDER BY cast(created_at AS Date)::date) created_rnk
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid' ) a
|
||
|
|
WHERE a.created_rnk=1) A
|
||
|
|
LEFT JOIN
|
||
|
|
(SELECT DISTINCT mobile,
|
||
|
|
created_date last_transaction_date,
|
||
|
|
payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','') AS mobile,
|
||
|
|
cast(created_at AS Date)::date created_date,
|
||
|
|
payment_amount,
|
||
|
|
row_number() over(partition BY replace(cast(o.reseller_info::json->'mobile' AS varchar),'"','')
|
||
|
|
ORDER BY cast(created_at AS Date)::date DESC) created_rnk
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid'
|
||
|
|
AND cast(created_at AS Date)::date <='2023-07-17' ) a
|
||
|
|
WHERE a.created_rnk=1) B ON A.mobile = B.mobile
|
||
|
|
LEFT JOIN
|
||
|
|
(SELECT mobile,
|
||
|
|
date_trunc('month',created_date)::date AS created_date,
|
||
|
|
is_offender,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT reseller_mobile AS mobile,
|
||
|
|
cast(transaction_date AS Date) created_date,
|
||
|
|
discounted_price*quantity payment_amount,
|
||
|
|
p.is_offender
|
||
|
|
FROM raena_analytics.gm_dashboard o
|
||
|
|
LEFT JOIN raena_catalog_management.product P ON o.sku = P.sku
|
||
|
|
WHERE cast(transaction_date AS Date) >= date_trunc('Month',CURRENT_DATE)::date +interval'-4 Month' ) A
|
||
|
|
GROUP BY 1,
|
||
|
|
2,
|
||
|
|
3) base_2 ON A.mobile=base_2.mobile
|
||
|
|
LEFT JOIN
|
||
|
|
(SELECT mobile,
|
||
|
|
max(payment_amount) AS max_payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT reseller_mobile AS mobile,
|
||
|
|
date_trunc('month',transaction_date)::date AS created_date,
|
||
|
|
sum(discounted_price*quantity) payment_amount
|
||
|
|
FROM raena_analytics.gm_dashboard o
|
||
|
|
GROUP BY 1,
|
||
|
|
2) A
|
||
|
|
GROUP BY 1) base_3 ON A.mobile=base_3.mobile
|
||
|
|
GROUP BY 1,
|
||
|
|
2;
|
||
|
|
|