564 lines
33 KiB
MySQL
564 lines
33 KiB
MySQL
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DROP TABLE IF EXISTS raena_analytics.OM_Reseller_Wise_latest_tier;
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CREATE TABLE raena_analytics.OM_Reseller_Wise_latest_tier AS
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SELECT mobile,
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tier from
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( SELECT mobile,
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tier,
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row_number() over (partition BY mobile ORDER BY created_date DESC) AS R
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FROM
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( SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' as varchar),'"',''),'+','') AS mobile,
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replace(cast(o.reseller_info::json ->'tierName' AS varchar),'"','') AS tier,
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cast(created_at AS date) AS created_date
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FROM raena_order_management.order o) A ) B
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WHERE R=1
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AND mobile is NOT NULL;
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DROP TABLE IF EXISTS raena_analytics.Retention_new_filters_install;
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CREATE TABLE raena_analytics.Retention_new_filters_install AS
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SELECT DISTINCT TO_CHAR(o.created_at, 'Month') AS MONTH,
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cast(date_part('year',o.created_at) AS varchar) AS YEAR,
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CASE
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WHEN shipping_to='Reseller' THEN 'Reseller'
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ELSE 'Dropshipper'
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END AS customer_type,
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order_placed_by,
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CASE
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WHEN order_placed_by='admin' THEN 'admin'
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ELSE marketplace
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END AS Sales_channel,
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provider,
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c.channel_name AS channel_name,
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replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') mobile,
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verification_status,
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tier
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FROM raena_user_management.user u
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LEFT JOIN raena_order_management.order o ON replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','')=replace(u.mobile,'+','')
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LEFT JOIN raena_analytics.OM_channel c ON cast(c.id AS text)=cast(o.channel_id AS text)
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LEFT JOIN
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(SELECT mobile,
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tier
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FROM
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(SELECT mobile,
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tier,
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row_number() over (partition BY mobile
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ORDER BY created_date DESC) AS R
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FROM
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(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
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replace(cast(o.reseller_info::json ->'tierName' AS varchar),'"','') AS tier,
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cast(created_at AS date) AS created_date
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FROM raena_order_management.order o)A) B
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WHERE R=1
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AND mobile IS NOT NULL) t ON u.mobile=t.mobile;
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DROP TABLE IF EXISTS raena_analytics.DAU_RETENTION;
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CREATE TABLE raena_analytics.DAU_RETENTION AS
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SELECT *
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FROM
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(SELECT DISTINCT base_1.mobile,
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cast(date_part('YEAR',base_1.created_date) AS varchar) AS conversion_year,
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TO_CHAR(base_1.created_date, 'Month') AS conversion_month,
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date_part('MONTH',base_1.created_date) AS month_sort,
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base_1.created_date,
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base_1.bucket,
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CASE
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WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 + date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =0
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THEN base_1.mobile
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END AS M0,
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CASE
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WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_3.created_date)) * 12 +date_part('Month',base_1.created_date)-date_part('Month',base_3.created_date)=1 THEN base_1.mobile
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END AS M1,
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CASE
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WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_3.created_date)) * 12 +date_part('Month',base_1.created_date)-date_part('Month',base_3.created_date)=2 THEN base_1.mobile
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END AS M2,
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CASE
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WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_3.created_date)) * 12 +date_part('Month',base_1.created_date)-date_part('Month',base_3.created_date)=3 THEN base_1.mobile
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END AS M3,
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CASE
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WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_3.created_date)) * 12 +date_part('Month',base_1.created_date)-date_part('Month',base_3.created_date)=4 THEN base_1.mobile
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END AS M4,
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CASE
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WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_3.created_date)) * 12 +date_part('Month',base_1.created_date)-date_part('Month',base_3.created_date)=5 THEN base_1.mobile
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END AS M5,
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CASE
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WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_3.created_date)) * 12 +date_part('Month',base_1.created_date)-date_part('Month',base_3.created_date)=6 THEN base_1.mobile
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END AS M6,
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CASE
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WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_3.created_date)) * 12 +date_part('Month',base_1.created_date)-date_part('Month',base_3.created_date)>6 THEN base_1.mobile
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END AS GT_M6
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FROM
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(SELECT *,
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CASE WHEN payment_amount < 2000000 THEN '<2M' WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M' WHEN payment_amount>10000000 THEN '+10M' END AS Bucket
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FROM
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(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
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cast(created_at AS Date) created_date,
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payment_amount,
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row_number() over(partition BY replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','')
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ORDER BY cast(created_at AS Date)) created_rnk
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FROM raena_order_management.order o
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WHERE payment_status = 'Paid') a
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WHERE a.created_rnk=1) base_1
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INNER JOIN
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(SELECT mobile,
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date_trunc('month',created_date) AS created_date,
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sum(payment_amount) AS payment_amount
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FROM
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(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
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cast(created_at AS Date) created_date,
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payment_amount,
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row_number() over(partition BY replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+',''), date_part('YEAR',cast(created_at AS Date)),date_part('MONTH',cast(created_at AS Date))
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ORDER BY date_part('YEAR',cast(created_at AS Date)),date_part('MONTH',cast(created_at AS Date))) created_rnk
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FROM raena_order_management.order o
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WHERE payment_status = 'Paid') b
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GROUP BY 1,
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2) base_2 ON base_1.mobile=base_2.mobile
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LEFT JOIN
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(SELECT DISTINCT date_trunc('month',created_date) AS created_date,
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active_user
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FROM
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(SELECT DISTINCT cast(to_date(substring(ts,1,8),'yyyymmdd') AS date) created_date,
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CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END Active_user,
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dense_rank() over(partition BY (CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END)
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ORDER BY date_part('year',cast(to_date(substring(ts,1,8),'yyyymmdd') AS date)),date_part('month',cast(to_date(substring(ts,1,8),'yyyymmdd') AS date))) created_rnk_2
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FROM analytics.clevertap.app_launched al
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WHERE eventname= 'App Launched'
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AND profile_phone <> '' ) c ) base_3 ON base_1.mobile=base_3.active_user) bucket_final;
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DROP TABLE IF EXISTS raena_analytics.INSTALLBASE_REVENUE_RETENTION;
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CREATE TABLE raena_analytics.INSTALLBASE_REVENUE_RETENTION AS
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SELECT *
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FROM
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(SELECT cast(acquisition_year AS varchar) AS acquisition_year,
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acquisition_month,
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month_sort,
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bucket_check.bucket,
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install_base.Active_user,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=0 THEN conversion_base.payment_amount
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END AS M0,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=1 THEN conversion_base.payment_amount
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END AS M1,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=2 THEN conversion_base.payment_amount
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END AS M2,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=3 THEN conversion_base.payment_amount
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END AS M3,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=4 THEN conversion_base.payment_amount
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END AS M4,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=5 THEN conversion_base.payment_amount
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END AS M5,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=6 THEN conversion_base.payment_amount
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END AS M6,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)>6 THEN conversion_base.payment_amount
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END AS GT_M6
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FROM
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(SELECT DISTINCT base.Active_user,
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date_part('YEAR',base.created_date) AS acquisition_year,
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TO_CHAR(base.created_date, 'Month') AS acquisition_month,
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date_part('MONTH',base.created_date) AS month_sort,
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base.created_date
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FROM
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(SELECT DISTINCT cast(to_date(substring(ts,1,8),'yyyymmdd') AS date) AS created_date,
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date_part('month',cast(to_date(substring(ts,1,8),'yyyymmdd') AS date)) month_sort,
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CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END Active_user,
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dense_rank() over(partition BY (CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END)
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ORDER BY cast(to_date(substring(ts,1,8),'yyyymmdd') AS date)) created_rnk
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FROM analytics.clevertap.app_launched al
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WHERE eventname= 'App Launched'
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) base
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WHERE created_rnk=1) install_base
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INNER JOIN
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(SELECT mobile,
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created_date,
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payment_amount
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FROM
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(SELECT mobile,
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created_date,
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CASE WHEN payment_amount < 2000000 THEN '<2M'
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WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M'
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WHEN payment_amount>10000000 THEN '+10M' END AS Bucket,
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payment_amount,
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row_number() over (partition BY mobile ORDER BY created_date) AS rnk
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FROM
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(SELECT DISTINCT mobile,
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date_trunc('month',created_date) AS created_date,
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sum(payment_amount) AS payment_amount
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FROM
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(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
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cast(created_at AS Date) created_date,
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payment_amount
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FROM raena_order_management.order o
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WHERE payment_status = 'Paid') A
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GROUP BY 1,
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2)B) C) conversion_base ON install_base.active_user=conversion_base.mobile
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INNER JOIN
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(SELECT mobile,
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CASE WHEN payment_amount < 2000000 THEN '<2M'
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WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M'
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WHEN payment_amount>10000000 THEN '+10M' END AS Bucket
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FROM
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(SELECT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','')AS mobile,
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sum(payment_amount) AS payment_amount
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FROM raena_order_management.order o
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WHERE payment_status = 'Paid'
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GROUP BY 1)A) bucket_check ON install_base.active_user=bucket_check.mobile) a;
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DROP TABLE IF EXISTS raena_analytics.INSTALLBASE_RESELLER_RETENTION;
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CREATE TABLE raena_analytics.INSTALLBASE_RESELLER_RETENTION AS
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SELECT *
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FROM
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(SELECT cast(acquisition_year AS varchar) AS acquisition_year,
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acquisition_month,
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month_sort,
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bucket_check.bucket,
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install_base.Active_user,
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CASE
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WHEN(DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=0 THEN install_base.Active_user
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END AS M0,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=1 THEN install_base.Active_user
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END AS M1,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=2 THEN install_base.Active_user
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END AS M2,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=3 THEN install_base.Active_user
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END AS M3,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=4 THEN install_base.Active_user
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END AS M4,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=5 THEN install_base.Active_user
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END AS M5,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)=6 THEN install_base.Active_user
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END AS M6,
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CASE
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WHEN (DATE_PART('year', install_base.created_date) - DATE_PART('year', conversion_base.created_date)) * 12 +
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date_part('Month',install_base.created_date)-date_part('Month',conversion_base.created_date)>6 THEN install_base.Active_user
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END AS GT_M6
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FROM
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(SELECT DISTINCT base.Active_user,
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date_part('YEAR',base.created_date) AS acquisition_year,
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TO_CHAR(base.created_date, 'Month') AS acquisition_month,
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date_part('MONTH',base.created_date) AS month_sort,
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base.created_date
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FROM
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(SELECT DISTINCT cast(to_date(substring(ts,1,8),'yyyymmdd') AS date) AS created_date,
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date_part('month',cast(to_date(substring(ts,1,8),'yyyymmdd') AS date)) month_sort,
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CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END Active_user,
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dense_rank() over(partition BY (CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END)
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ORDER BY cast(to_date(substring(ts,1,8),'yyyymmdd') AS date)) created_rnk
|
||
|
|
FROM analytics.clevertap.app_launched al
|
||
|
|
WHERE eventname= 'App Launched'
|
||
|
|
) base
|
||
|
|
WHERE created_rnk=1) install_base
|
||
|
|
INNER JOIN
|
||
|
|
(SELECT mobile,
|
||
|
|
created_date
|
||
|
|
FROM
|
||
|
|
(SELECT mobile,
|
||
|
|
created_date,
|
||
|
|
CASE WHEN payment_amount < 2000000 THEN '<2M'
|
||
|
|
WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M'
|
||
|
|
WHEN payment_amount>10000000 THEN '+10M' END AS Bucket,
|
||
|
|
row_number() over (partition BY mobile ORDER BY created_date) AS rnk
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT mobile,
|
||
|
|
date_trunc('month',created_date) AS created_date,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','')AS mobile,
|
||
|
|
cast(created_at AS Date) created_date,
|
||
|
|
payment_amount
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid')A
|
||
|
|
GROUP BY 1,
|
||
|
|
2)B)C) conversion_base ON install_base.active_user=conversion_base.mobile
|
||
|
|
INNER JOIN
|
||
|
|
(SELECT mobile,
|
||
|
|
CASE WHEN payment_amount < 2000000 THEN '<2M'
|
||
|
|
WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M'
|
||
|
|
WHEN payment_amount>10000000 THEN '+10M' END AS Bucket
|
||
|
|
FROM
|
||
|
|
(SELECT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid'
|
||
|
|
GROUP BY 1)A) bucket_check ON install_base.active_user=bucket_check.mobile) a;
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
DROP TABLE IF EXISTS raena_analytics.DAU_RETENTION_BASIS_INSTALL_COHORT;
|
||
|
|
|
||
|
|
|
||
|
|
CREATE TABLE raena_analytics.DAU_RETENTION_BASIS_INSTALL_COHORT AS
|
||
|
|
SELECT *
|
||
|
|
FROM
|
||
|
|
(SELECT install_base.*,
|
||
|
|
bucket.bucket
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT a.Active_user,
|
||
|
|
date_part('YEAR',a.created_date) AS acquisition_year,
|
||
|
|
TO_CHAR(a.created_date, 'Month') AS acquisition_month,
|
||
|
|
date_part('MONTH',a.created_date) AS month_sort,
|
||
|
|
a.created_date,
|
||
|
|
CASE WHEN (DATE_PART('year', A.created_date) - DATE_PART('year', B.created_date)) * 12 +
|
||
|
|
date_part('Month',A.created_date)-date_part('Month',B.created_date)=0 THEN A.Active_user END AS M0,
|
||
|
|
CASE WHEN (DATE_PART('year', A.created_date) - DATE_PART('year', B.created_date)) * 12 +
|
||
|
|
date_part('Month',A.created_date)-date_part('Month',B.created_date)=1 THEN A.Active_user END AS M1,
|
||
|
|
CASE WHEN (DATE_PART('year', A.created_date) - DATE_PART('year', B.created_date)) * 12 +
|
||
|
|
date_part('Month',A.created_date)-date_part('Month',B.created_date)=2 THEN A.Active_user END AS M2,
|
||
|
|
CASE WHEN (DATE_PART('year', A.created_date) - DATE_PART('year', B.created_date)) * 12 +
|
||
|
|
date_part('Month',A.created_date)-date_part('Month',B.created_date)=3 THEN A.Active_user END AS M3,
|
||
|
|
CASE WHEN (DATE_PART('year', A.created_date) - DATE_PART('year', B.created_date)) * 12 +
|
||
|
|
date_part('Month',A.created_date)-date_part('Month',B.created_date)=4 THEN A.Active_user END AS M4,
|
||
|
|
CASE WHEN (DATE_PART('year', A.created_date) - DATE_PART('year', B.created_date)) * 12 +
|
||
|
|
date_part('Month',A.created_date)-date_part('Month',B.created_date)=5 THEN A.Active_user END AS M5,
|
||
|
|
CASE WHEN (DATE_PART('year', A.created_date) - DATE_PART('year', B.created_date)) * 12 +
|
||
|
|
date_part('Month',A.created_date)-date_part('Month',B.created_date)=6 THEN A.Active_user END AS M6,
|
||
|
|
CASE WHEN (DATE_PART('year', A.created_date) - DATE_PART('year', B.created_date)) * 12 +
|
||
|
|
date_part('Month',A.created_date)-date_part('Month',B.created_date)>6 THEN A.Active_user END AS GT_M6
|
||
|
|
FROM
|
||
|
|
(SELECT *
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT cast(to_date(substring(ts,1,8),'yyyymmdd') AS date) AS created_date,
|
||
|
|
date_part('month',cast(to_date(substring(ts,1,8),'yyyymmdd') AS date)) month_sort,
|
||
|
|
CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END Active_user,
|
||
|
|
dense_rank() over(partition BY (CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END)
|
||
|
|
ORDER BY cast(to_date(substring(ts,1,8),'yyyymmdd') AS date)) created_rnk
|
||
|
|
FROM analytics.clevertap.app_launched al
|
||
|
|
WHERE eventname= 'App Launched') base
|
||
|
|
WHERE created_rnk=1) a
|
||
|
|
INNER JOIN
|
||
|
|
(SELECT DISTINCT cast(to_date(substring(ts,1,8),'yyyymmdd') AS date) created_date,
|
||
|
|
CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END Active_user,
|
||
|
|
dense_rank() over(partition BY (CASE WHEN profile_phone <> '' THEN profile_phone ELSE profile_objectid END)
|
||
|
|
ORDER BY date_part('year',cast(to_date(substring(ts,1,8),'yyyymmdd') AS date)),date_part('month',cast(to_date(substring(ts,1,8),'yyyymmdd') AS date))) created_rnk_2
|
||
|
|
FROM analytics.clevertap.app_launched al
|
||
|
|
WHERE eventname= 'App Launched') b ON a.Active_user=b.Active_user) install_base
|
||
|
|
LEFT JOIN
|
||
|
|
(SELECT conversion_base.mobile,
|
||
|
|
date_part('YEAR',created_date) AS acquistion_year,
|
||
|
|
TO_CHAR(created_date,'month') AS acquistion_month,
|
||
|
|
bucket_check.bucket
|
||
|
|
FROM
|
||
|
|
(SELECT mobile,
|
||
|
|
created_date
|
||
|
|
FROM
|
||
|
|
(SELECT mobile,
|
||
|
|
created_date,
|
||
|
|
CASE WHEN payment_amount < 2000000 THEN '<2M'
|
||
|
|
WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M'
|
||
|
|
WHEN payment_amount>10000000 THEN '+10M' END AS Bucket,
|
||
|
|
row_number() over (partition BY mobile ORDER BY created_date) AS rnk
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT mobile,
|
||
|
|
date_trunc('month',created_date) AS created_date,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
|
||
|
|
cast(created_at AS Date) created_date,
|
||
|
|
payment_amount
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid') b
|
||
|
|
GROUP BY 1,
|
||
|
|
2) c) a
|
||
|
|
WHERE a.rnk=1)conversion_base
|
||
|
|
INNER JOIN
|
||
|
|
(SELECT mobile,
|
||
|
|
CASE WHEN payment_amount < 2000000 THEN '<2M'
|
||
|
|
WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M'
|
||
|
|
WHEN payment_amount>10000000 THEN '+10M' END AS Bucket
|
||
|
|
FROM
|
||
|
|
(SELECT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid'
|
||
|
|
GROUP BY 1) A ) bucket_check ON conversion_base.mobile=bucket_check.mobile) bucket ON install_base.active_user=bucket.mobile
|
||
|
|
AND date_part('YEAR',install_base.created_date)=bucket.acquistion_year
|
||
|
|
AND TO_CHAR(install_base.created_date,'month')=bucket.acquistion_month) bucket_final;
|
||
|
|
|
||
|
|
|
||
|
|
drop table if exists raena_analytics.OMREVENUE_RETENTION;
|
||
|
|
|
||
|
|
|
||
|
|
CREATE TABLE raena_analytics.OMREVENUE_RETENTION AS
|
||
|
|
SELECT *
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT base_1.mobile,
|
||
|
|
cast(date_part('YEAR',base_1.created_date) AS varchar) AS acquisition_year,
|
||
|
|
TO_CHAR(base_1.created_date, 'Month') AS acquisition_month,
|
||
|
|
date_part('MONTH',base_1.created_date) AS month_sort,
|
||
|
|
base_1.created_date,
|
||
|
|
base_1.bucket,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =0 THEN base_2.payment_amount
|
||
|
|
END AS M0,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date)=1 THEN base_2.payment_amount
|
||
|
|
END AS M1,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date)=2 THEN base_2.payment_amount
|
||
|
|
END AS M2,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date)=3 THEN base_2.payment_amount
|
||
|
|
END AS M3,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date)=4 THEN base_2.payment_amount
|
||
|
|
END AS M4,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date)=5 THEN base_2.payment_amount
|
||
|
|
END AS M5,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date)=6 THEN base_2.payment_amount
|
||
|
|
END AS M6,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date)>6 THEN base_2.payment_amount
|
||
|
|
END AS GT_M6
|
||
|
|
FROM
|
||
|
|
(SELECT *,
|
||
|
|
CASE WHEN payment_amount < 2000000 THEN '<2M'
|
||
|
|
WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M'
|
||
|
|
WHEN payment_amount>10000000 THEN '+10M' END AS Bucket
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
|
||
|
|
cast(created_at AS Date) created_date,
|
||
|
|
payment_amount,
|
||
|
|
row_number() over(partition BY replace(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) AS created_date,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
|
||
|
|
cast(created_at AS Date) created_date,
|
||
|
|
payment_amount,
|
||
|
|
row_number() over(partition BY replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+',''), date_part('YEAR',cast(created_at AS Date)),date_part('MONTH',cast(created_at AS Date))
|
||
|
|
ORDER BY date_part('YEAR',cast(created_at AS Date)),date_part('MONTH',cast(created_at AS Date))) created_rnk
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid') A
|
||
|
|
GROUP BY 1,
|
||
|
|
2) base_2 ON base_1.mobile=base_2.mobile) bucket_final;
|
||
|
|
|
||
|
|
DROP TABLE IF EXISTS raena_analytics.RESELLER_RETENTION;
|
||
|
|
|
||
|
|
|
||
|
|
CREATE TABLE raena_analytics.RESELLER_RETENTION AS
|
||
|
|
SELECT *
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT base_1.mobile,
|
||
|
|
cast(date_part('YEAR',base_1.created_date) AS varchar) AS acquisition_year,
|
||
|
|
TO_CHAR(base_1.created_date, 'Month') AS acquisition_month,
|
||
|
|
date_part('MONTH',base_1.created_date) AS month_sort,
|
||
|
|
base_1.created_date,
|
||
|
|
base_1.bucket,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =0 THEN base_1.mobile
|
||
|
|
END AS M0,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =1 THEN base_1.mobile
|
||
|
|
END AS M1,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =2 THEN base_1.mobile
|
||
|
|
END AS M2,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =3 THEN base_1.mobile
|
||
|
|
END AS M3,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =4 THEN base_1.mobile
|
||
|
|
END AS M4,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =5 THEN base_1.mobile
|
||
|
|
END AS M5,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) =6 THEN base_1.mobile
|
||
|
|
END AS M6,
|
||
|
|
CASE
|
||
|
|
WHEN (DATE_PART('year', base_1.created_date) - DATE_PART('year', base_2.created_date)) * 12 +
|
||
|
|
date_part('Month',base_1.created_date)-date_part('Month',base_2.created_date) >6 THEN base_1.mobile
|
||
|
|
END AS GT_M6
|
||
|
|
FROM
|
||
|
|
(SELECT *,
|
||
|
|
CASE WHEN payment_amount < 2000000 THEN '<2M'
|
||
|
|
WHEN payment_amount BETWEEN 2000001 AND 10000000 THEN '2-10M'
|
||
|
|
WHEN payment_amount>10000000 THEN '+10M' END AS Bucket
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
|
||
|
|
cast(created_at AS Date) created_date,
|
||
|
|
payment_amount,
|
||
|
|
row_number() over(partition BY replace(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) AS created_date,
|
||
|
|
sum(payment_amount) AS payment_amount
|
||
|
|
FROM
|
||
|
|
(SELECT DISTINCT replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+','') AS mobile,
|
||
|
|
cast(created_at AS Date) created_date,
|
||
|
|
payment_amount,
|
||
|
|
row_number() over(partition BY replace(replace(cast(o.reseller_info::json->'mobile' AS varchar),'"',''),'+',''), date_part('YEAR',cast(created_at AS Date)),date_part('MONTH',cast(created_at AS Date))
|
||
|
|
ORDER BY date_part('YEAR',cast(created_at AS Date)),date_part('MONTH',cast(created_at AS Date))) created_rnk
|
||
|
|
FROM raena_order_management.order o
|
||
|
|
WHERE payment_status = 'Paid')A
|
||
|
|
GROUP BY 1,
|
||
|
|
2) base_2 ON base_1.mobile=base_2.mobile) bucket_final;
|
||
|
|
|
||
|
|
|