diff --git a/samples/retention/sample.csv b/samples/retention/sample.csv
new file mode 100644
index 0000000..f1df1cb
--- /dev/null
+++ b/samples/retention/sample.csv
@@ -0,0 +1,2401 @@
+userId, retention(monthly_activity)
+\x00007a01d6c74adbf2e5ca29843989ff9db2e0a73e63fcbf7b1057c19a714336,100000000000
+\x000082d929c3757acb5142326a3558c40689d93cb7a6bbbf161635a7090a4645,1111111111110
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+\x00009f48ad9c7a906134650a617638629a526263327ed4a735fb1821fbdec872,1000000000110
+\x0000f4b623e5f3c2aafc31af42ae164ad001a1726a40c6cef11e8216b1b4a1f6,1101110000000
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+\x0001ca173770bc21113c2d5da44ca40b083d8236009a74bcccdf63ccaeaef6a4,1010011101000
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+\x0249806cd2fc8d62a10b9f336d12ebbf10cf12cebabc92c69e8b2535517265da,10
+\x0249938e1ed79d2a14a7b51d15447a2242bbfdba7e56a7eedb225d69d5489331,1000000000010
+\x0249a03618a8c9c233d76c8dd0be43ad6ae8333b5bb874e598f2b29e61d157b2,1110
+\x0249e03873206251b4122c97a835be7aefee82e3ba5d81774fe8cd8e48d943bb,100000000000
+\x024a3be452ed3ec8d8c423012c7c70311eb9327f2b91a6b6712bb3816a97583c,10000
+\x024a42b23fdb329852c9a00a89413bbee4e3c905509303ac9712d43f3586e02f,11111101010
+\x024b471468bf9ade3f8c50eeaac9bfd7ac782a5a65e4395acf0b1f246b3746b0,1111111111110
+\x024b80f4a1865c9ebf06239eb6efae1cf4aed779da6dfdd1558368edd7fe93b8,1111111111110
+\x024bce5f9eef8d60ee6aa6f67758e19e2bba4dc3e68d84916e6b89c26a802db2,1111111000000
+\x024c2bda9a972803416e84d5c400560296f1550b22423c84ac26513585bd0b7c,1000001100
+\x024c6db32bca05c3380f2855c258ad21112824ac09e9ee25e9f83ade7e9456aa,111111111110
+\x024c7be16547a120ab19c8781711c9a93b8123e6fe23e31e9b0474cd11b0fcc6,1111111111110
+\x024c97eb5c7d9c08e4cea72d70d5c6d993502f8f19e4e76d1cc4ade65c8d15c3,11111110
+\x024cd643d6e06a50f54d9ba3a1aec608670ad770452efc9c80aa2318261f7c04,111111111100
+\x024d538405f3ac32c6a65a41d824562671daffbecbd9e37acbe54df5c9de9ea7,1111111111110
+\x024d5ac96d5cd686f785458d6699f71b3f2644dec114e6d7e529f5fd57ea0756,110110
+\x024d638e4888da9bc11ec53ee9005a74424104024948aa1cc107c98aa4cf11e2,100000000100
+\x024d6a9b60da8f9fa7173d395eef5d3ed59aaa5e4b4418f376aa0dab165f62cd,1111111111110
+\x024d71e35f9c1c2947419dd7f23a2b0b242e0e36131217e7fd8914aa95763bbc,11111110
+\x024da38ae5a67e40968678e40493ffd749542a1a7dfe90620971981635a30f72,10
+\x024e16919ea60181db23f592a563e9db8a4bdbcbb664f456483eff0cb959e4e0,11111111110
+\x024f1fba7f657af3c89675f854f0c114285deb5777b6360cadb95c5c660a713a,1111111111110
+\x024f389ef9e94bcbf2dfe54c5550cc8deb630e17de2b10d39cb6e6d90daef23e,11111111110
+\x024f49b8a22ee733ca3acfe27c7604cbbeb805431b1145d5302b7a48fe0a4a9d,111110000000
+\x024ffa69bb66baa311af5b1d827578a40b0c475e654e93f5d36829ebb465ce2a,1000000000
+\x024ffd74bcb7ddd2291250f4e83bcd47aade48a6d0ab66fd45fe3c44520b94d8,111111110000
+\x025027de2e0e9c39dc7e94128b63f4a6f48cd59c715bce1cf2e4884ec3334f8c,1111111111110
+\x02509945ed9c37faf059c7caaaa11a1b4f165d735bdc25d710388c5c891db35b,100110000
+\x0250ced20dd0118e15e098d78df0360f3dea126628ed19512b3782df9240293e,11100110
+\x0250fb543a41c42b4dca728493f7ea932c0f1f45a9f727674bcbc91a6d7368fa,100001000000
+\x0251172b6638c2b44a02a4240d58d727bcca12b77442011f41e936763ba70f55,110
+\x02517ff36c7b557b68018d27316f3ed9e048815c5f93f7e9d74c9f199cde85a0,1111111111110
+\x0251b22af1cf8f81eb426581517dcb08ce3dc1571c0df30657bb3dea53c369a8,111111111110
+\x0252e4770749a031b3142df3174eca8af478b8b9e4fbe6e0cd971c918eb13476,1111111110000
+\x02538fb6221c3a1e5a8ebd43a9da623a4888a111eabfcfb214ab28821e0d9e4d,1110
+\x0254070219b44b3edfe611b4d0ff163e81b8e1ebeebfafd0eb1d27f486e97e5c,11111110
+\x02541039daf1ec119bf7e2c77b63eef38d31b4b2cc41c93e5d165ce1b6efee8f,1111111111110
+\x02545de351c465876e03fd8f8125cd908c22433a80be3630acd467cc9bd3b776,1111000000000
+\x0254640ebbb1746ba5a58da8e49b2d9d0f5a0e4a4356a32395dc7af58183b5e0,1111111111110
+\x02546e5bde5051cc10d97fe40b7f65c9c9b0089f3188e64757907e1b7f8b0d12,1111111111110
+\x02550678b033a5914bbb66ae1a4a901749597dfeb965bfa3ec7569938217d09f,1110
+\x025510f819bfad7a7c37f0c348234a837aa2aed95b6957179cf2cf629e7f1cf0,1000
+\x02552d634c3fb1dd742ef488190814d96700c62783f5a50fc0031307e1e5b41b,1010011001000
+\x02553277f5968762d60a959e96709ee9e3a644162d74629d2f2b262444dd9151,110
+\x0255475c59007c707273783e0b6844b0f036f4f0f672ac0fcc2a99f6c521f2c1,1111111111110
+\x025548138ca9560841aeee8a31c8e668b1a2d1b258c8dd7d5fa6045aca9ffd45,1111111111110
+\x02556e3bb6d96eba42fcd51f27d2f04db933d6e8a4d483bca2777f652b03ab24,111111111110
+\x025581de999edbfd21142ae318d23f3dcfecb0cb01aa7f2c50c680c70072d357,10010
+\x0255f701325fa0832a90ddaa5e0fb75f8ed56008b0846b746c7893432507bc30,100000
+\x025650cdd9102cfa6d1bb49202299817bb27a603d7feacd79fff21946959b5ef,1111111111100
+\x02569171b77078d66034a59d311c1a82e8034e09e653278dc8791b910db6f71d,1111111111110
+\x02574283b59e1f8d92b79e0f6f15da80cbb21335c0d7ea06fcc2867eeb46dfe5,1111111111110
+\x025764e8ccb06dd2af605996e3098e0f523392618e8beae3cd5a347fc510afe2,111011000000
+\x02579a30b8a0914f0f0cefbfbb8b61fcd425039f8b1f29d3eb0fa9507efdb419,1111111111110
+\x0257c2bef516dc95e30abb305057d288e4fee234d7720f96725db592f8a1f9a9,1110
+\x0258033bcf377bae3ae41407ef6e67e6ebc250d932687ea8188b7e9d0e92d331,1000000000
+\x025856015f916f3b2b82c4f5b877f4a4d1a2eeb998bf39434bca1180690454e2,1000000
+\x02585cfde273fecbbffb3da40b41778527ed54d5c3fe87c9eb8bdc402f8aacbc,1111111111110
+\x0258ccc6e0460d7dc97f84b2a79405bdd47a790fa427af8fc1b3b4ba5ad2dfd1,1111111111110
+\x0259038a9efafd297502f7656e431b117be84f8097c849055ee9928c8f2209f0,10
+\x0259072179ddc4eb01718db43550fb76dc1bdde27432a1e959545187cfa5e6f6,1111100000000
+\x02592b1efb0078e8f295c19dc7ecf950eb20f29486bc469fc511033688907496,1110000000000
+\x02592cd8de2218f974271bfc1d1fa2c22dc647844e54120df56445c22674af1b,100000000000
+\x0259611e3e672ae3e52822dab2ecd5c5264b8e023f7cd997d84e2a343b9376d8,101001000000
+\x025990231f8863062225e42b5ae31bbde912607446769511292854223b2fbb2a,1100000000000
+\x0259aac3ffe0d008f2eb222149f08dcb247e96e03bc31bc0800b2782507a83d9,1111111111110
+\x0259b93ba587325b779a87557cd93ea9951ea96daa212725c35bbdf359f84935,101000
+\x0259df4af76f64e8c10ef5f9759ea51f9ffd4a6d2073304f2c5f1902bf760db1,11111110
+\x025a2acb145631d7559842acd0f2b89c1138ebc272ab38b4fcefb92ff2e8a020,111111111110
+\x025a37216d73e6fa24e5f757a5b5c96169dc846817fb440d5b459a690afa1a5f,1110000000000
+\x025aa4104079d239a433a86bc898b3b630a771ccb1545ebd58c4784490bd9404,11110
+\x025b3414dd761200fdd359e37d883db040b25ffa49274a84de17f1e82c4789b6,1111111110
+\x025bd275ba56f4527641b2fab6517e2dc4a73ecc660653451685454834564054,1000000000000
+\x025c89f930115e2aa68dd405eadf46fc409ff9ba7d6d1ac773bf87aa9758ae75,10000
+\x025ccb6c5bea7db955d6491f90aa2da3a4a9bfcf5d2e7ffda3ae902e30293b27,1111111111110
+\x025ce6b220b25291d7919e756719dcacd8175cc0e70bab20c42a7f11431dc38c,111111000
+\x025d09d4df46ef006809d2822fa85ab9fa22e823b5a522381ca0d1321c6cb048,1111111111110
+\x025d371e9f232f7fdc5462e0fc3f6941eee77c207d7bec2e722574eb0b6eb070,10
+\x025d7a02ffbbb27d457989b53f273de7ebe1a4e63f5171d3c1758679406a09ad,1111111111110
+\x025e7cec556d2fec8dfe4806b304b973e289834d4b537d01dd41738e8417a0f2,1111110000000
+\x025e825433327a5d8eab287f9b2bea82d795b9e9369544fa522fd4524ac88da9,1111100000000
+\x025ea907a960fc8de361bb377fe9abab223e25c9b19151029951ad007087974d,111100001100
+\x025f014a6d4c670c6527897afbf3104e1cde20ef5df250d8db7a601019120e13,11111000
+\x025fde700b3500830c63d73b48ec0a5873800651b183cebe2e1ded4702d73af1,111111111110
+\x02600236b9ccdc63f52e7ee9d724196255b6904254e19385f8e141d6a1c107a9,1111111111110
+\x026055df339c663e52906e3d6fe6e536443cb4fdaaddc4a833982d00d6bc99a8,1010011110010
+\x026147ff49c4295de48f683e8872cda314173b49a4734a2828779d26c36a4f16,11111111110
+\x02614ee41028118cc194c20899bc81dab040a8fb6a95e783b86a240473c91d4f,1111111111110
+\x0261869669222db5fcf61a762347d6591643e27ec7fe3c0de32b75cb64144076,1111111111110
+\x02619cea06daf95f15c8e3fe575ea96f81ec5a7e034e6e84d12d1a1059623159,1110
+\x0261c05752de7b2f457590e5d95f0ae94f989e8df9da6688a0b0f3456d0ab60c,1000
+\x026200801911729582379e11042a56ba96f8daee69171a1f6f19f28c2f199664,10000011000
+\x0262333d6c49218bb2b51f84054e0398db56bd5d5bc634d4e1d3b1b70226cd90,111111110
\ No newline at end of file
diff --git a/scripts/retention.sql b/scripts/retention.sql
new file mode 100644
index 0000000..bd0d6fc
--- /dev/null
+++ b/scripts/retention.sql
@@ -0,0 +1,120 @@
+/*
+CREATE MATERIALIZED VIEW IF NOT EXISTS retention_user_activity_12_months AS
+SELECT
+user_id,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '12 month') AND month < date_trunc('month', now() - interval '11 month') THEN 1 ELSE 0 END) AS mois_minus_12,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '11 month') AND month < date_trunc('month', now() - interval '10 month') THEN 1 ELSE 0 END) AS mois_minus_11,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '10 month') AND month < date_trunc('month', now() - interval '9 month') THEN 1 ELSE 0 END) AS mois_minus_10,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '9 month') AND month < date_trunc('month', now() - interval '8 month') THEN 1 ELSE 0 END) AS mois_minus_9,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '8 month') AND month < date_trunc('month', now() - interval '7 month') THEN 1 ELSE 0 END) AS mois_minus_8,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '7 month') AND month < date_trunc('month', now() - interval '6 month') THEN 1 ELSE 0 END) AS mois_minus_7,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '6 month') AND month < date_trunc('month', now() - interval '5 month') THEN 1 ELSE 0 END) AS mois_minus_6,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '5 month') AND month < date_trunc('month', now() - interval '4 month') THEN 1 ELSE 0 END) AS mois_minus_5,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '4 month') AND month < date_trunc('month', now() - interval '3 month') THEN 1 ELSE 0 END) AS mois_minus_4,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '3 month') AND month < date_trunc('month', now() - interval '2 month') THEN 1 ELSE 0 END) AS mois_minus_3,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '2 month') AND month < date_trunc('month', now() - interval '1 month') THEN 1 ELSE 0 END) AS mois_minus_2,
+SUM(CASE WHEN month >= date_trunc('month', now() - interval '1 month') AND month < date_trunc('month', now()) THEN 1 ELSE 0 END) AS mois_minus_1
+FROM user_daily_visits_by_month_1y where "device_type" != 'Autre'
+GROUP BY user_id
+*/
+
+
+
+/* create a cohort view for the last 12 months
+CREATE MATERIALIZED VIEW IF NOT EXISTS draft_retention_12_months_binary AS
+SELECT
+user_id,
+CAST(
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '12 month') AND month < date_trunc('month', now() - interval '11 month') THEN 1 ELSE 0 END) *1000000000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '11 month') AND month < date_trunc('month', now() - interval '10 month') THEN 1 ELSE 0 END) *100000000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '10 month') AND month < date_trunc('month', now() - interval '9 month') THEN 1 ELSE 0 END) *10000000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '9 month') AND month < date_trunc('month', now() - interval '8 month') THEN 1 ELSE 0 END) *1000000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '8 month') AND month < date_trunc('month', now() - interval '7 month') THEN 1 ELSE 0 END) *100000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '7 month') AND month < date_trunc('month', now() - interval '6 month') THEN 1 ELSE 0 END) *10000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '6 month') AND month < date_trunc('month', now() - interval '5 month') THEN 1 ELSE 0 END) *1000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '5 month') AND month < date_trunc('month', now() - interval '4 month') THEN 1 ELSE 0 END) *100000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '4 month') AND month < date_trunc('month', now() - interval '3 month') THEN 1 ELSE 0 END) *10000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '3 month') AND month < date_trunc('month', now() - interval '2 month') THEN 1 ELSE 0 END) *1000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '2 month') AND month < date_trunc('month', now() - interval '1 month') THEN 1 ELSE 0 END) *100+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '1 month') AND month < date_trunc('month', now()) THEN 1 ELSE 0 END)*10+
+MAX(CASE WHEN month > date_trunc('month', now()) THEN 1 ELSE 0 END)*1 AS varchar)  AS cohort_binary
+FROM user_daily_visits_by_month_1y where "device_type" != 'Autre'
+GROUP BY user_id
+
+
+ */ 
+
+
+/* exemple of results */ 
+\x00007a01d6c74adbf2e5ca29843989ff9db2e0a73e63fcbf7b1057c19a714336	0	1	0	0	0	0	0	0	0	0	0	0	0
+\x000082d929c3757acb5142326a3558c40689d93cb7a6bbbf161635a7090a4645	3	3	3	3	2	3	4	5	5	4	4	3	0
+\x000084413b7a923f9606ece64a0e07aaa7c1aaff282ec13fc065d7a38df81bc2	1	1	1	1	1	1	1	1	1	1	1	1	0
+\x00009f48ad9c7a906134650a617638629a526263327ed4a735fb1821fbdec872	1	0	0	0	0	0	0	0	0	0	1	1	0
+\x0000f4b623e5f3c2aafc31af42ae164ad001a1726a40c6cef11e8216b1b4a1f6	1	1	0	1	1	1	0	0	0	0	0	0	0
+\x000128205982b6513ce1d03406aaa99842e04951e40d90ea877996ec1305b6b8	1	1	1	1	1	1	1	1	1	1	1	1	0
+\x00014d25ed800e6442139b1eb64a49027809d9e17ebacc58385c47f9ae945472	0	0	0	0	0	0	0	0	0	3	1	1	0
+\x0001ca173770bc21113c2d5da44ca40b083d8236009a74bcccdf63ccaeaef6a4	1	0	1	0	0	1	1	1	0	1	0	0	0
+\x0001d2fbfe9f040569eb5dcdae28f84bcfc64872bdc198cde86afd6b565d81ec	1	1	1	1	2	2	3	2	3	2	1	2	0
+\x00023c77c7fb87d986a3936dcce9b96e8ac34b1640f718e4c6b59c3b52b416ec	2	1	1	1	0	0	0	0	0	0	0	0	0
+\x0002430b02502a4d0f72370892507cebcb5eda2d1ec0336e68d2b9701a8461ea	0	1	0	0	0	1	0	0	1	0	0	0	0
+\x00024b85baa0809093fcab22437d78f20164357816c5ca2ca6d6a01d72732a2e	2	2	1	1	1	2	2	3	3	2	2	2	0
+
+
+/* create a cohort view for the last 12 months */ 
+CREATE MATERIALIZED VIEW IF NOT EXISTS retention_12_months_binary_varchar AS
+SELECT
+user_id,
+CAST(
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '12 month') AND month < date_trunc('month', now() - interval '11 month') THEN 1 ELSE 0 END) *100000000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '11 month') AND month < date_trunc('month', now() - interval '10 month') THEN 1 ELSE 0 END) *10000000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '10 month') AND month < date_trunc('month', now() - interval '9 month') THEN 1 ELSE 0 END) *1000000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '9 month') AND month < date_trunc('month', now() - interval '8 month') THEN 1 ELSE 0 END) *100000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '8 month') AND month < date_trunc('month', now() - interval '7 month') THEN 1 ELSE 0 END) *10000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '7 month') AND month < date_trunc('month', now() - interval '6 month') THEN 1 ELSE 0 END) *1000000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '6 month') AND month < date_trunc('month', now() - interval '5 month') THEN 1 ELSE 0 END) *100000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '5 month') AND month < date_trunc('month', now() - interval '4 month') THEN 1 ELSE 0 END) *10000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '4 month') AND month < date_trunc('month', now() - interval '3 month') THEN 1 ELSE 0 END) *1000+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '3 month') AND month < date_trunc('month', now() - interval '2 month') THEN 1 ELSE 0 END) *100+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '2 month') AND month < date_trunc('month', now() - interval '1 month') THEN 1 ELSE 0 END) *10+
+MAX(CASE WHEN month >= date_trunc('month', now() - interval '1 month') AND month < date_trunc('month', now()) THEN 1 ELSE 0 END)*1
+AS varchar)  AS cohort_binary
+FROM user_daily_visits_by_month_1y where "device_type" != 'Autre'
+GROUP BY user_id
+
+CREATE UNIQUE INDEX IF NOT EXISTS unique_idx_retention_12_months_binary_user_id ON retention_12_months_binary_varchar (user_id);
+
+SELECT COUNT(*)
+FROM retention_12_months_binary_varchar
+WHERE cohort_binary LIKE '%1000';
+
+/* exemple of results */ 
+\x00007a01d6c74adbf2e5ca29843989ff9db2e0a73e63fcbf7b1057c19a714336,100000000000
+\x000082d929c3757acb5142326a3558c40689d93cb7a6bbbf161635a7090a4645,1111111111110
+\x000084413b7a923f9606ece64a0e07aaa7c1aaff282ec13fc065d7a38df81bc2,1111111111110
+\x00009f48ad9c7a906134650a617638629a526263327ed4a735fb1821fbdec872,1000000000110
+\x0000f4b623e5f3c2aafc31af42ae164ad001a1726a40c6cef11e8216b1b4a1f6,1101110000000
+
+
+/*
+
+CREATE MATERIALIZED VIEW IF NOT EXISTS retention_last_activity_per_month AS
+SELECT
+  user_id,
+  CASE 
+  WHEN cohort_binary LIKE '%1'  THEN date_trunc('month', now() - interval '1 month')
+   WHEN cohort_binary LIKE '%100'  THEN date_trunc('month', now() - interval '2 month')
+   WHEN cohort_binary LIKE '%1000'  THEN date_trunc('month', now() - interval '3 month') 
+   WHEN cohort_binary LIKE '%10000'  THEN date_trunc('month', now() - interval '4 month') 
+   WHEN cohort_binary LIKE '%100000'  THEN date_trunc('month', now() - interval '5 month') 
+   WHEN cohort_binary LIKE '%1000000'  THEN date_trunc('month', now() - interval '6 month') 
+   WHEN cohort_binary LIKE '%10000000'  THEN date_trunc('month', now() - interval '7 month')
+   WHEN cohort_binary LIKE '%100000000'  THEN date_trunc('month', now() - interval '8 month') 
+   WHEN cohort_binary LIKE '%1000000000'  THEN date_trunc('month', now() - interval '9 month') 
+   WHEN cohort_binary LIKE '%10000000000'  THEN date_trunc('month', now() - interval '10 month')
+   WHEN cohort_binary LIKE '%100000000000'  THEN date_trunc('month', now() - interval '11 month')
+   WHEN cohort_binary LIKE '%1000000000000'  THEN date_trunc('month', now() - interval '12 month') 
+   END as last_activity_month
+FROM
+  retention_12_months_binary_varchar;
+
+*/
diff --git a/scripts/tables.sql b/scripts/tables.sql
index f7c3043..7bfb33a 100644
--- a/scripts/tables.sql
+++ b/scripts/tables.sql
@@ -36,7 +36,52 @@ CREATE UNIQUE INDEX IF NOT EXISTS unique_user_daily_idx ON user_daily_visits (us
 CREATE INDEX IF NOT EXISTS user_daily_visit_ts_idx ON user_daily_visits (visit_ts);
 CREATE INDEX IF NOT EXISTS user_visit_user_id_visit_ts_idx ON user_daily_visits (user_id, visit_ts);
 
-
+/* This view still exists but should not be used anymore, use user_daily_visits_by_month_1y instead */ 
+/** User Monthly Visits **/
+CREATE MATERIALIZED VIEW IF NOT EXISTS user_monthly_visits AS
+SELECT device_id,
+date_trunc('month', visit_ts) as month,
+user_id,
+instance,
+domain,
+CASE
+WHEN user_agent LIKE 'Mozilla%Windows%Firefox%' THEN 'Firefox Windows'
+WHEN user_agent LIKE 'Mozilla%Windows%Chrome%' THEN 'Chrome Windows'
+WHEN user_agent LIKE 'Mozilla%Windows%Trident%' THEN 'Internet Explorer Windows'
+WHEN user_agent LIKE 'Mozilla%Mac OS%Firefox%' THEN 'Firefox Mac OS'
+WHEN user_agent LIKE 'Mozilla%Mac OS%Chrome%' THEN 'Chrome Mac OS'
+WHEN user_agent LIKE 'Mozilla%Mac OS%Safari%' THEN 'Safari Mac OS'
+WHEN user_agent LIKE 'Mozilla%Android%Firefox%' THEN 'Firefox Android'
+WHEN user_agent LIKE 'Mozilla%Android%Chrome%' THEN 'Chrome Android'
+WHEN user_agent LIKE 'Mozilla%Linux%Firefox%' THEN 'Firefox Linux'
+WHEN user_agent LIKE 'Mozilla%Linux%Chrome%' THEN 'Chrome Linux'
+WHEN user_agent LIKE 'Mozilla%CrOS%Chrome%' THEN 'Chrome OS'
+WHEN user_agent LIKE 'Mozilla%Mobile%' THEN 'Navigateur Mobile'
+WHEN user_agent LIKE 'Mozilla%' THEN 'Autre Navigateur'
+WHEN user_agent LIKE 'Tchap%NEO%' THEN 'Tchap Android NEO'
+WHEN user_agent LIKE 'Tchap%Android%' THEN 'Tchap Android'
+WHEN user_agent LIKE 'RiotNSE/2%iOS%' THEN 'Tchap iOS'
+WHEN user_agent LIKE 'RiotSharedExtension/2%iOS%' THEN 'Tchap iOS'
+WHEN user_agent LIKE 'Tchap%iOS%' THEN 'Tchap iOS'
+WHEN user_agent LIKE 'Riot%' THEN 'Element'
+WHEN user_agent LIKE 'Element%' THEN 'Element'
+ELSE 'Autre'
+END as device_type,
+CASE
+WHEN user_agent LIKE 'Mozilla%' THEN 'Web'
+WHEN user_agent LIKE 'Tchap%Android%' THEN 'Mobile'
+WHEN user_agent LIKE 'RiotNSE/2%iOS%' THEN 'Mobile'
+WHEN user_agent LIKE 'RiotSharedExtension/2%iOS%' THEN 'Mobile'
+WHEN user_agent LIKE 'Tchap%iOS%' THEN 'Mobile'
+WHEN user_agent LIKE 'Riot%iOS' THEN 'Mobile'
+WHEN user_agent LIKE 'Riot%Android' THEN 'Mobile'
+WHEN user_agent LIKE 'Element%Android' THEN 'Mobile'
+WHEN user_agent LIKE 'Element%iOS' THEN 'Mobile'
+ELSE 'Autre'
+END as platform
+FROM user_daily_visits
+WHERE user_agent != 'matrix-media-repo' /** We remove matrix-media-repo they are duplicate between Tchap iOS and Android **/
+GROUP BY device_id, month, user_id, instance, domain, device_type, platform;