diff --git a/dbt_project.yml b/dbt_project.yml index 8bfaa9c67..aaa948292 100644 --- a/dbt_project.yml +++ b/dbt_project.yml @@ -19,10 +19,6 @@ clean-targets: require-dbt-version: [">=1.0.0", "<2.0.0"] -seeds: - +docs: - node_color: '#cd7f32' - models: jaffle_shop: materialized: table diff --git a/jaffle-shop-data/raw_customers.csv b/jaffle-shop-data/raw_customers.csv new file mode 100644 index 000000000..479af6bac --- /dev/null +++ b/jaffle-shop-data/raw_customers.csv @@ -0,0 +1,1857 @@ +id,first_name,last_name +755,Anthony,Williams +183,Kimberly,White +150,Gregory,Weber +206,Michael,Grimes +652,Lisa,Taylor +538,April,Horton +661,Kent,Reed +527,Ian,Sanchez +239,Aaron,Massey +670,David,Edwards +189,Jessica,Lopez +204,Veronica,Montgomery +65,Samantha,Berry +120,Bryan,Long +534,Derek,Jackson +245,Angela,Smith +591,Victor,Smith +95,Timothy,Gilbert +135,Christina,Padilla +601,Allen,Hughes +739,Kimberly,Carney +92,Kenneth,Ortiz +282,Andrew,Huerta +887,David,Martin +60,Rick,Carlson 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+114209,418,2021-03-21,completed +114210,406,2021-03-21,shipped +114211,2056,2021-03-21,return_pending +114212,2042,2021-03-21,returned +114213,1670,2021-03-21,placed +114214,1040,2021-03-21,shipped +114215,2072,2021-03-21,completed +114216,1608,2021-03-21,completed +114217,1619,2021-03-21,placed +114218,1539,2021-03-21,completed +114219,1599,2021-03-21,completed +114220,2225,2021-03-21,completed +114221,1568,2021-03-21,completed +114222,1339,2021-03-21,completed +114223,2264,2021-03-21,completed +114224,1858,2021-03-21,shipped +114225,2155,2021-03-21,completed +114226,2181,2021-03-21,completed +114227,2146,2021-03-21,completed +114228,1950,2021-03-21,completed +114229,952,2021-03-21,return_pending +114230,1665,2021-03-21,placed +114231,1622,2021-03-21,completed +114232,1606,2021-03-21,completed +114233,2043,2021-03-21,completed +114234,2132,2021-03-21,shipped +114235,1556,2021-03-21,returned +114236,1970,2021-03-21,completed +114237,1954,2021-03-21,returned +114238,1808,2021-03-21,completed +114239,1666,2021-03-21,returned +114240,2009,2021-03-21,completed +114241,1786,2021-03-21,placed +114242,1657,2021-03-21,completed +114243,2008,2021-03-21,returned +114244,2174,2021-03-21,completed +114245,1299,2021-03-21,completed +114246,1686,2021-03-21,placed +114247,2014,2021-03-21,completed +114248,1467,2021-03-21,returned +114249,1638,2021-03-21,completed +114250,2044,2021-03-21,shipped +114251,1658,2021-03-21,completed +114252,2001,2021-03-21,completed +114253,1609,2021-03-21,placed +114254,2259,2021-03-21,completed +114255,2018,2021-03-21,completed +114256,2193,2021-03-21,completed +114257,1545,2021-03-21,completed +114258,1591,2021-03-21,completed +114259,2116,2021-03-21,completed +114260,1353,2021-03-21,completed +114261,2007,2021-03-21,shipped +114262,2233,2021-03-21,shipped +114263,2140,2021-03-21,shipped +114264,2100,2021-03-21,shipped +114265,1230,2021-03-21,completed +114266,1597,2021-03-21,completed +114267,1618,2021-03-21,completed 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+114480,795,2021-03-22,returned +114481,400,2021-03-22,completed +114482,376,2021-03-22,placed +114483,604,2021-03-22,returned +114484,109,2021-03-22,completed +114485,368,2021-03-22,completed +114486,719,2021-03-22,placed +114487,17,2021-03-22,placed +114488,302,2021-03-22,completed +114489,628,2021-03-22,completed +114490,14,2021-03-22,completed +114491,657,2021-03-22,completed +114492,141,2021-03-22,completed +114493,546,2021-03-22,completed +114494,872,2021-03-22,completed +114495,525,2021-03-22,completed +114496,875,2021-03-22,completed +114497,125,2021-03-22,completed +114498,96,2021-03-22,completed +114499,83,2021-03-22,completed +114500,207,2021-03-22,completed +114501,626,2021-03-22,completed +114502,50,2021-03-22,completed +114503,580,2021-03-22,completed +114504,248,2021-03-22,completed +114505,710,2021-03-22,returned +114506,205,2021-03-22,completed +114507,612,2021-03-22,completed +114508,831,2021-03-22,completed +114509,885,2021-03-22,completed +114510,352,2021-03-22,completed +114511,226,2021-03-22,completed +114512,579,2021-03-22,completed +114513,651,2021-03-22,completed +114514,585,2021-03-22,completed +114515,59,2021-03-22,returned +114516,237,2021-03-22,completed +114517,663,2021-03-22,completed +114518,10,2021-03-22,completed +114519,179,2021-03-22,completed +114520,148,2021-03-22,completed +114521,187,2021-03-22,shipped +114522,158,2021-03-22,shipped +114523,200,2021-03-22,completed +114524,855,2021-03-22,shipped +114525,139,2021-03-22,completed +114526,668,2021-03-22,completed +114527,86,2021-03-22,completed +114528,306,2021-03-22,placed +114529,774,2021-03-22,completed +114530,640,2021-03-22,completed +114531,278,2021-03-22,returned +114532,188,2021-03-22,completed +114533,761,2021-03-22,shipped +114534,224,2021-03-22,placed +114535,161,2021-03-22,completed +114536,388,2021-03-22,returned +114537,659,2021-03-22,returned +114538,674,2021-03-22,completed +114539,88,2021-03-22,completed +114540,24,2021-03-22,completed +114541,251,2021-03-22,returned +114542,84,2021-03-22,shipped +114543,7,2021-03-22,completed +114544,701,2021-03-22,completed +114545,593,2021-03-22,shipped +114546,196,2021-03-22,completed +114547,575,2021-03-22,completed +114548,684,2021-03-22,completed +114549,192,2021-03-22,completed +114550,104,2021-03-22,completed +114551,175,2021-03-22,placed +114552,535,2021-03-22,completed +114553,29,2021-03-22,placed +114554,271,2021-03-22,return_pending +114555,559,2021-03-22,completed +114556,27,2021-03-22,completed +114557,32,2021-03-22,shipped +114558,71,2021-03-22,completed +114559,275,2021-03-22,completed +114560,841,2021-03-22,completed +114561,597,2021-03-22,completed +114562,46,2021-03-22,completed +114563,75,2021-03-22,shipped +114564,193,2021-03-22,completed +114565,11,2021-03-22,completed +114566,1693,2021-03-22,completed +114567,1125,2021-03-22,completed +114568,2208,2021-03-22,completed +114569,2042,2021-03-22,completed +114570,2163,2021-03-22,completed 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+114660,1153,2021-03-22,returned +114661,1026,2021-03-22,placed +114662,1244,2021-03-22,completed +114663,1237,2021-03-22,completed +114664,1396,2021-03-22,placed +114665,1838,2021-03-22,completed +114666,1978,2021-03-22,completed +114667,1717,2021-03-22,shipped +114668,2202,2021-03-22,return_pending +114669,1695,2021-03-22,placed +114670,1394,2021-03-22,completed +114671,2215,2021-03-22,completed +114672,1198,2021-03-22,completed +114673,1248,2021-03-22,completed +114674,2038,2021-03-22,completed +114675,1188,2021-03-22,shipped +114676,1433,2021-03-22,completed +114677,1970,2021-03-22,shipped +114678,990,2021-03-22,completed +114679,1147,2021-03-22,completed +114680,1708,2021-03-22,shipped +114681,1078,2021-03-22,placed +114682,1911,2021-03-22,completed +114683,1197,2021-03-22,placed +114684,1777,2021-03-22,placed +114685,1149,2021-03-22,completed +114686,1189,2021-03-22,completed +114687,1691,2021-03-22,completed +114688,1954,2021-03-22,completed +114689,1061,2021-03-22,placed 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+114898,1775,2021-03-22,completed +114899,1323,2021-03-22,completed +114900,1098,2021-03-22,returned +114901,918,2021-03-22,placed +114902,1232,2021-03-22,completed +114903,1155,2021-03-22,completed +114904,1795,2021-03-22,completed +114905,1130,2021-03-22,placed +114906,1287,2021-03-22,completed +114907,2032,2021-03-22,completed +114908,2188,2021-03-22,completed +114909,2006,2021-03-22,completed +114910,1435,2021-03-22,completed +114911,1857,2021-03-22,completed +114912,1286,2021-03-22,returned +114913,2161,2021-03-22,returned +114914,1043,2021-03-22,completed +114915,1183,2021-03-22,shipped +114916,1990,2021-03-22,completed +114917,1896,2021-03-22,completed +114918,2016,2021-03-22,shipped +114919,1068,2021-03-22,completed +114920,1789,2021-03-22,completed +114921,2212,2021-03-22,completed +114922,1161,2021-03-22,completed +114923,1818,2021-03-22,shipped +114924,2234,2021-03-22,completed +114925,2134,2021-03-22,returned +114926,934,2021-03-22,completed 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+185507,1006,2021-08-23,returned +185508,1053,2021-08-23,completed +185509,1127,2021-08-23,shipped +185510,1086,2021-08-23,completed +185511,2116,2021-08-23,placed +185512,933,2021-08-23,completed +185513,2138,2021-08-23,shipped +185514,2027,2021-08-23,completed +185515,1027,2021-08-23,completed +185516,1121,2021-08-23,placed +185517,1080,2021-08-23,returned +185518,1166,2021-08-23,shipped +185519,2007,2021-08-23,shipped +185520,1409,2021-08-23,placed +185521,1322,2021-08-23,completed +185522,1070,2021-08-23,placed +185523,1039,2021-08-23,shipped +185524,1307,2021-08-23,completed +185525,1977,2021-08-23,completed +185526,2275,2021-08-23,placed +185527,908,2021-08-23,shipped +185528,2091,2021-08-23,shipped +185529,2100,2021-08-23,completed +185530,1483,2021-08-23,completed +185531,1405,2021-08-23,completed +185532,2136,2021-08-23,shipped +185533,1230,2021-08-23,completed +185534,1221,2021-08-23,placed +185535,1185,2021-08-23,placed +185536,2262,2021-08-23,completed 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+185566,2004,2021-08-23,return_pending +185567,2217,2021-08-23,completed +185568,1144,2021-08-23,completed +185569,1169,2021-08-23,placed +185570,1224,2021-08-23,completed +185571,2283,2021-08-23,completed +185572,969,2021-08-23,completed +185573,1133,2021-08-23,placed +185574,1106,2021-08-23,placed +185575,1974,2021-08-23,completed +185576,903,2021-08-23,completed +185577,2293,2021-08-23,returned +185578,1351,2021-08-23,completed +185579,1313,2021-08-23,completed +185580,1207,2021-08-23,returned +185581,1033,2021-08-23,completed +185582,1504,2021-08-23,placed +185583,951,2021-08-23,shipped +185584,970,2021-08-23,completed +185585,1475,2021-08-23,returned +185586,1114,2021-08-23,return_pending +185587,2180,2021-08-23,completed +185588,991,2021-08-23,completed +185589,1375,2021-08-23,completed +185590,1448,2021-08-23,completed +185591,937,2021-08-23,completed +185592,1132,2021-08-23,completed +185593,1378,2021-08-23,completed +185594,1388,2021-08-23,completed 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+192878,188,2021-09-08,completed +192879,265,2021-09-08,completed +192880,873,2021-09-08,completed +192881,224,2021-09-08,completed +192882,161,2021-09-08,completed +192883,388,2021-09-08,returned +192884,24,2021-09-08,completed +192885,251,2021-09-08,completed +192886,856,2021-09-08,completed +192887,84,2021-09-08,returned +192888,7,2021-09-08,shipped +192889,700,2021-09-08,placed +192890,837,2021-09-08,shipped +192891,701,2021-09-08,completed +192892,196,2021-09-08,completed +192893,192,2021-09-08,returned +192894,104,2021-09-08,completed +192895,175,2021-09-08,shipped +192896,29,2021-09-08,completed +192897,271,2021-09-08,shipped +192898,27,2021-09-08,completed +192899,32,2021-09-08,completed +192900,71,2021-09-08,completed +192901,841,2021-09-08,completed +192902,46,2021-09-08,completed +192903,75,2021-09-08,completed +192904,193,2021-09-08,shipped +192905,11,2021-09-08,placed +192906,1521,2021-09-08,completed +192907,1125,2021-09-08,completed +192908,2208,2021-09-08,completed 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+192939,1167,2021-09-08,completed +192940,984,2021-09-08,completed +192941,1117,2021-09-08,returned +192942,1115,2021-09-08,shipped +192943,1048,2021-09-08,completed +192944,1436,2021-09-08,placed +192945,1338,2021-09-08,completed +192946,1111,2021-09-08,shipped +192947,2077,2021-09-08,completed +192948,1042,2021-09-08,placed +192949,2185,2021-09-08,shipped +192950,954,2021-09-08,completed +192951,2289,2021-09-08,shipped +192952,1041,2021-09-08,completed +192953,1003,2021-09-08,placed +192954,1268,2021-09-08,placed +192955,1524,2021-09-08,completed +192956,1137,2021-09-08,completed +192957,1301,2021-09-08,completed +192958,1441,2021-09-08,completed +192959,1264,2021-09-08,completed +192960,947,2021-09-08,completed +192961,1363,2021-09-08,completed +192962,1383,2021-09-08,shipped +192963,2256,2021-09-08,placed +192964,1054,2021-09-08,completed +192965,1522,2021-09-08,placed +192966,2155,2021-09-08,placed +192967,2181,2021-09-08,completed +192968,1267,2021-09-08,shipped 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+194913,1998,2021-09-11,completed +194914,2066,2021-09-11,completed +194915,2087,2021-09-11,completed +194916,907,2021-09-11,shipped +194917,2956,2021-09-11,returned +194918,2867,2021-09-11,placed +194919,2882,2021-09-11,return_pending +194920,2895,2021-09-11,completed +194921,2863,2021-09-11,completed +194922,3241,2021-09-11,completed +194923,2927,2021-09-11,completed +194924,2938,2021-09-11,shipped +194925,3311,2021-09-11,placed +194926,2953,2021-09-11,completed +194927,3404,2021-09-11,completed +194928,3490,2021-09-11,completed +194929,2910,2021-09-11,shipped +194930,3446,2021-09-11,completed +194931,2857,2021-09-11,shipped +194932,3282,2021-09-11,shipped +194933,3432,2021-09-11,placed +194934,3474,2021-09-11,completed +194935,3313,2021-09-11,shipped +194936,3209,2021-09-11,completed +194937,3478,2021-09-11,completed +194938,3493,2021-09-11,completed +194939,3322,2021-09-11,completed +194940,2880,2021-09-11,completed +194941,2848,2021-09-11,shipped +194942,2946,2021-09-11,completed 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+194973,492,2021-09-12,completed +194974,705,2021-09-12,completed +194975,698,2021-09-12,completed +194976,730,2021-09-12,completed +194977,486,2021-09-12,completed +194978,493,2021-09-12,placed +194979,445,2021-09-12,completed +194980,737,2021-09-12,completed +194981,835,2021-09-12,completed +194982,708,2021-09-12,completed +194983,702,2021-09-12,completed +194984,772,2021-09-12,completed +194985,862,2021-09-12,completed +194986,473,2021-09-12,shipped +194987,440,2021-09-12,completed +194988,682,2021-09-12,shipped +194989,709,2021-09-12,placed +194990,821,2021-09-12,placed +194991,490,2021-09-12,completed +194992,410,2021-09-12,completed +194993,459,2021-09-12,shipped +194994,302,2021-09-12,completed +194995,853,2021-09-12,completed +194996,462,2021-09-12,completed +194997,800,2021-09-12,placed +194998,893,2021-09-12,placed +194999,226,2021-09-12,completed +195000,429,2021-09-12,completed +195001,732,2021-09-12,return_pending +195002,857,2021-09-12,completed +195003,774,2021-09-12,placed +195004,471,2021-09-12,completed +195005,416,2021-09-12,placed +195006,837,2021-09-12,shipped +195007,701,2021-09-12,completed +195008,684,2021-09-12,completed +195009,418,2021-09-12,completed +195010,406,2021-09-12,completed +195011,2042,2021-09-12,completed +195012,1973,2021-09-12,completed +195013,1001,2021-09-12,placed +195014,1571,2021-09-12,completed +195015,1608,2021-09-12,completed +195016,1168,2021-09-12,completed +195017,1619,2021-09-12,returned +195018,2141,2021-09-12,placed +195019,1599,2021-09-12,shipped +195020,1568,2021-09-12,completed +195021,2185,2021-09-12,shipped +195022,2272,2021-09-12,completed +195023,2277,2021-09-12,completed +195024,1661,2021-09-12,completed +195025,2155,2021-09-12,completed +195026,2181,2021-09-12,placed +195027,936,2021-09-12,completed +195028,2165,2021-09-12,returned +195029,1995,2021-09-12,shipped +195030,1622,2021-09-12,completed +195031,2271,2021-09-12,completed +195032,2117,2021-09-12,completed +195033,1606,2021-09-12,completed +195034,1579,2021-09-12,completed +195035,1645,2021-09-12,return_pending +195036,2209,2021-09-12,completed +195037,2132,2021-09-12,completed +195038,1556,2021-09-12,completed +195039,2215,2021-09-12,shipped +195040,1198,2021-09-12,placed +195041,1188,2021-09-12,completed +195042,1970,2021-09-12,completed +195043,990,2021-09-12,completed +195044,1147,2021-09-12,shipped +195045,1149,2021-09-12,completed +195046,1189,2021-09-12,completed +195047,1595,2021-09-12,completed +195048,1657,2021-09-12,completed +195049,2008,2021-09-12,placed +195050,2169,2021-09-12,completed +195051,1979,2021-09-12,placed +195052,2205,2021-09-12,completed +195053,2014,2021-09-12,shipped +195054,1558,2021-09-12,completed +195055,2230,2021-09-12,shipped +195056,1658,2021-09-12,placed +195057,2001,2021-09-12,shipped +195058,1609,2021-09-12,completed +195059,2259,2021-09-12,returned +195060,2018,2021-09-12,completed +195061,2166,2021-09-12,completed +195062,1594,2021-09-12,completed +195063,1376,2021-09-12,placed +195064,2138,2021-09-12,completed +195065,2007,2021-09-12,completed +195066,2233,2021-09-12,completed +195067,1977,2021-09-12,completed +195068,2136,2021-09-12,placed +195069,2262,2021-09-12,completed +195070,1992,2021-09-12,completed +195071,2074,2021-09-12,completed +195072,2156,2021-09-12,completed +195073,2096,2021-09-12,completed +195074,1598,2021-09-12,completed +195075,1169,2021-09-12,completed +195076,1621,2021-09-12,shipped +195077,2293,2021-09-12,returned +195078,2263,2021-09-12,completed +195079,1642,2021-09-12,completed +195080,1637,2021-09-12,completed +195081,1957,2021-09-12,completed +195082,1247,2021-09-12,shipped +195083,2168,2021-09-12,completed +195084,2048,2021-09-12,completed +195085,1543,2021-09-12,completed +195086,2243,2021-09-12,completed +195087,2032,2021-09-12,completed +195088,2006,2021-09-12,completed +195089,1667,2021-09-12,returned +195090,1548,2021-09-12,completed +195091,1536,2021-09-12,return_pending +195092,1648,2021-09-12,completed +195093,1538,2021-09-12,completed +195094,1561,2021-09-12,shipped +195095,934,2021-09-12,placed +195096,1968,2021-09-12,completed +195097,1613,2021-09-12,completed +195098,1570,2021-09-12,completed +195099,2143,2021-09-12,completed +195100,1601,2021-09-12,placed +195101,2070,2021-09-12,placed +195102,1580,2021-09-12,placed +195103,1044,2021-09-12,completed +195104,1574,2021-09-12,returned +195105,2280,2021-09-12,completed +195106,2094,2021-09-12,completed +195107,2296,2021-09-12,completed +195108,2147,2021-09-12,returned +195109,1656,2021-09-12,completed +195110,1055,2021-09-12,completed +195111,2406,2021-09-12,completed +195112,2956,2021-09-12,completed +195113,2866,2021-09-12,completed +195114,3417,2021-09-12,completed +195115,2863,2021-09-12,completed +195116,3289,2021-09-12,placed +195117,2861,2021-09-12,completed +195118,3213,2021-09-12,completed +195119,3320,2021-09-12,completed +195120,2932,2021-09-12,completed +195121,2927,2021-09-12,shipped 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+195213,695,2021-09-13,completed +195214,241,2021-09-13,returned +195215,181,2021-09-13,completed +195216,380,2021-09-13,placed +195217,176,2021-09-13,completed +195218,74,2021-09-13,completed +195219,115,2021-09-13,completed +195220,343,2021-09-13,placed +195221,377,2021-09-13,completed +195222,749,2021-09-13,completed +195223,129,2021-09-13,completed +195224,766,2021-09-13,completed +195225,111,2021-09-13,completed +195226,33,2021-09-13,placed +195227,773,2021-09-13,completed +195228,16,2021-09-13,completed +195229,42,2021-09-13,completed +195230,153,2021-09-13,returned +195231,313,2021-09-13,return_pending +195232,355,2021-09-13,shipped +195233,222,2021-09-13,shipped +195234,156,2021-09-13,completed +195235,244,2021-09-13,completed +195236,702,2021-09-13,completed +195237,54,2021-09-13,shipped +195238,862,2021-09-13,completed +195239,393,2021-09-13,shipped +195240,779,2021-09-13,completed +195241,30,2021-09-13,returned +195242,79,2021-09-13,completed +195243,21,2021-09-13,completed 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+195396,1048,2021-09-13,returned +195397,1436,2021-09-13,completed +195398,1111,2021-09-13,completed +195399,1042,2021-09-13,completed +195400,1339,2021-09-13,completed +195401,2185,2021-09-13,returned +195402,954,2021-09-13,completed +195403,1041,2021-09-13,placed +195404,1003,2021-09-13,completed +195405,1268,2021-09-13,completed +195406,1524,2021-09-13,completed +195407,1137,2021-09-13,completed +195408,1301,2021-09-13,placed +195409,1264,2021-09-13,returned +195410,947,2021-09-13,completed +195411,1054,2021-09-13,placed +195412,1522,2021-09-13,completed +195413,1459,2021-09-13,completed +195414,2146,2021-09-13,completed +195415,1267,2021-09-13,completed +195416,1187,2021-09-13,shipped +195417,1222,2021-09-13,completed +195418,1211,2021-09-13,completed +195419,2053,2021-09-13,completed +195420,1357,2021-09-13,completed +195421,936,2021-09-13,placed +195422,952,2021-09-13,completed +195423,1995,2021-09-13,completed +195424,1410,2021-09-13,returned +195425,911,2021-09-13,completed +195426,2117,2021-09-13,placed +195427,922,2021-09-13,completed +195428,2182,2021-09-13,shipped +195429,1482,2021-09-13,completed +195430,1022,2021-09-13,completed +195431,1308,2021-09-13,completed +195432,2126,2021-09-13,completed +195433,1960,2021-09-13,returned +195434,999,2021-09-13,completed +195435,935,2021-09-13,placed +195436,1085,2021-09-13,completed +195437,1153,2021-09-13,returned +195438,1026,2021-09-13,shipped +195439,1244,2021-09-13,completed +195440,1237,2021-09-13,shipped +195441,1394,2021-09-13,completed +195442,2215,2021-09-13,completed +195443,1198,2021-09-13,placed +195444,1408,2021-09-13,completed +195445,1248,2021-09-13,shipped +195446,2038,2021-09-13,completed +195447,1188,2021-09-13,completed +195448,1433,2021-09-13,completed +195449,1970,2021-09-13,shipped +195450,990,2021-09-13,completed +195451,2221,2021-09-13,completed +195452,1147,2021-09-13,placed +195453,2115,2021-09-13,completed +195454,1078,2021-09-13,completed +195455,1197,2021-09-13,completed 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+196897,1185,2021-09-15,completed +196898,2262,2021-09-15,completed +196899,1173,2021-09-15,completed +196900,1200,2021-09-15,placed +196901,1252,2021-09-15,placed +196902,1370,2021-09-15,completed +196903,993,2021-09-15,completed +196904,1119,2021-09-15,completed +196905,1212,2021-09-15,completed +196906,1992,2021-09-15,completed +196907,1101,2021-09-15,completed +196908,981,2021-09-15,completed +196909,965,2021-09-15,completed +196910,1209,2021-09-15,completed +196911,978,2021-09-15,placed +196912,1473,2021-09-15,shipped +196913,2084,2021-09-15,completed +196914,1401,2021-09-15,completed +196915,1453,2021-09-15,completed +196916,1120,2021-09-15,placed +196917,2156,2021-09-15,completed +196918,1191,2021-09-15,shipped +196919,1228,2021-09-15,placed +196920,2159,2021-09-15,returned +196921,943,2021-09-15,completed +196922,1245,2021-09-15,completed +196923,1425,2021-09-15,placed +196924,1270,2021-09-15,completed +196925,1144,2021-09-15,completed +196926,1169,2021-09-15,shipped 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+330153,280741,bank_transfer,2800 +330154,280741,coupon,2700 +330155,280741,gift_card,2600 +330156,280742,credit_card,200 +330157,280743,coupon,1800 +330158,280744,bank_transfer,1800 +330159,280745,bank_transfer,2000 +330160,280746,bank_transfer,500 +330161,280747,credit_card,800 +330162,280748,credit_card,1600 +330163,280749,coupon,400 +330164,280750,gift_card,1400 +330165,280751,bank_transfer,1700 +330166,280751,credit_card,400 +330167,280752,bank_transfer,2300 +330168,280753,credit_card,600 +330169,280754,gift_card,2200 +330170,280755,bank_transfer,900 +330171,280756,bank_transfer,200 +330172,280756,credit_card,1600 +330173,280757,credit_card,1100 +330174,280758,credit_card,1900 +330175,280759,credit_card,900 +330176,280760,credit_card,3000 +330177,280760,credit_card,2300 +330178,280761,credit_card,400 +330179,280762,bank_transfer,1300 +330180,280763,bank_transfer,1000 +330181,280764,bank_transfer,600 +330182,280764,credit_card,3000 +330183,280765,bank_transfer,1600 +330184,280766,bank_transfer,2900 +330185,280767,credit_card,800 +330186,280768,credit_card,2500 +330187,280768,bank_transfer,2900 +330188,280769,bank_transfer,600 +330189,280770,bank_transfer,2800 +330190,280770,credit_card,2800 +330191,280771,bank_transfer,2900 +330192,280772,bank_transfer,2700 +330193,280773,credit_card,800 +330194,280774,credit_card,2800 +330195,280775,credit_card,500 +330196,280776,bank_transfer,2200 +330197,280777,credit_card,1100 +330198,280778,bank_transfer,2700 +330199,280778,bank_transfer,2300 +330200,280779,gift_card,1200 +330201,280780,bank_transfer,700 +330202,280781,credit_card,1900 +330203,280781,bank_transfer,1800 +330204,280782,credit_card,1600 +330205,280783,credit_card,1100 +330206,280784,gift_card,100 +330207,280784,gift_card,100 +330208,280785,gift_card,1800 +330209,280786,bank_transfer,2300 +330210,280787,gift_card,1500 +330211,280788,gift_card,800 +330212,280789,bank_transfer,1400 +330213,280790,bank_transfer,1200 +330214,280791,bank_transfer,1800 +330215,280792,credit_card,1900 +330216,280793,coupon,1200 +330217,280794,gift_card,2400 +330218,280795,credit_card,2400 +330219,280796,gift_card,2000 +330220,280797,credit_card,2500 +330221,280798,credit_card,3000 +330222,280798,bank_transfer,1200 +330223,280799,credit_card,1700 +330224,280800,bank_transfer,900 +330225,280801,credit_card,600 +330226,280802,credit_card,300 +330227,280803,bank_transfer,2900 +330228,280804,credit_card,300 +330229,280805,credit_card,3000 +330230,280806,bank_transfer,3000 +330231,280807,bank_transfer,2800 +330232,280808,coupon,100 +330233,280809,coupon,1500 +330234,280810,bank_transfer,2600 +330235,280811,credit_card,2200 +330236,280812,credit_card,600 +330237,280813,bank_transfer,1000 +330238,280814,credit_card,1500 +330239,280815,credit_card,1700 +330240,280816,bank_transfer,2700 +330241,280817,credit_card,400 +330242,280817,credit_card,2600 +330243,280817,credit_card,2700 +330244,280818,credit_card,2500 +330245,280819,coupon,500 +330246,280820,credit_card,2800 +330247,280821,credit_card,500 +330248,280822,coupon,300 +330249,280823,credit_card,1000 +330250,280824,bank_transfer,3000 +330251,280825,credit_card,500 +330252,280826,credit_card,1100 +330253,280826,bank_transfer,900 +330254,280827,credit_card,1600 +330255,280827,gift_card,2200 +330256,280827,coupon,2900 +330257,280828,bank_transfer,800 +330258,280829,credit_card,1300 +330259,280830,bank_transfer,2400 +330260,280831,coupon,800 +330261,280832,bank_transfer,300 +330262,280833,credit_card,2400 +330263,280834,gift_card,800 +330264,280835,credit_card,2100 +330265,280836,gift_card,300 +330266,280837,gift_card,1100 +330267,280838,credit_card,1600 +330268,280839,gift_card,2500 +330269,280840,gift_card,2200 +330270,280841,credit_card,2700 +330271,280842,bank_transfer,2900 +330272,280843,credit_card,1700 +330273,280844,credit_card,2200 diff --git a/models/customer_segments.sql b/models/customer_segments.sql index fe411d1d9..6cbda430f 100644 --- a/models/customer_segments.sql +++ b/models/customer_segments.sql @@ -9,8 +9,8 @@ SELECT ELSE 'Rare Buyer' END AS order_frequency_segment, CASE - WHEN customer_lifetime_value > 10 THEN 'High Value' - WHEN customer_lifetime_value BETWEEN 50 AND 10 THEN 'Medium Value' + WHEN customer_lifetime_value > 4000 THEN 'High Value' + WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value' ELSE 'Low Value' END AS value_segment FROM {{ ref('customers') }} diff --git a/models/customers.sql b/models/customers.sql index 016a004fe..6972e9a14 100644 --- a/models/customers.sql +++ b/models/customers.sql @@ -41,6 +41,7 @@ customer_payments as ( left join orders on payments.order_id = orders.order_id + where orders.status = 'completed' group by orders.customer_id ), diff --git a/models/schema.yml b/models/schema.yml index 381349cfd..13345cb79 100644 --- a/models/schema.yml +++ b/models/schema.yml @@ -29,6 +29,56 @@ models: - name: total_order_amount description: Total value (AUD) of a customer's orders + - name: customer_segments + description: This table categorizes customers based on their ordering behavior and value to the company, using derived metrics from their order history. + + columns: + - name: customer_id + description: This is a unique identifier for a customer. + tests: + - unique + - not_null + + - name: number_of_orders + description: Count of the number of orders a customer has placed. + + - name: customer_lifetime_value + description: Total value (in currency) of all orders placed by a customer over their lifetime. + + - name: order_frequency_segment + description: Categorization of customers based on how frequently they place orders. + + - name: value_segment + description: Categorization of customers based on the monetary value they bring to the company. + tests: + - accepted_values: + values: ['High Value', 'Medium Value', 'Low Value'] + + - name: customer_order_pattern + description: This table provides detailed insights into the ordering patterns of customers, including the frequency and recency of their orders. + + columns: + - name: customer_id + description: This is a unique identifier for a customer. + tests: + - unique + - not_null + + - name: first_order + description: Date (UTC) of a customer's first order. + + - name: most_recent_order + description: Date (UTC) of a customer's most recent order. + + - name: number_of_orders + description: Count of the number of orders a customer has placed. + + - name: days_active + description: The total number of days between a customer's first and most recent orders. + + - name: avg_days_between_orders + description: Average number of days between consecutive orders for a customer. + - name: orders description: This table has basic information about orders, as well as some derived facts based on payments diff --git a/models/staging/sources.yml b/models/staging/sources.yml new file mode 100644 index 000000000..dd61d7805 --- /dev/null +++ b/models/staging/sources.yml @@ -0,0 +1,12 @@ +sources: + - name: jaffle-shop-data + tables: + - name: raw_customers + meta: + external_location: "read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)" + - name: raw_orders + meta: + external_location: "read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)" + - name: raw_payments + meta: + external_location: "read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)" diff --git a/models/staging/stg_customers.sql b/models/staging/stg_customers.sql index cad047269..4ac4daea8 100644 --- a/models/staging/stg_customers.sql +++ b/models/staging/stg_customers.sql @@ -4,7 +4,7 @@ with source as ( Normally we would select from the table here, but we are using seeds to load our data in this project #} - select * from {{ ref('raw_customers') }} + select * from {{ source('jaffle-shop-data', 'raw_customers') }} ), diff --git a/models/staging/stg_orders.sql b/models/staging/stg_orders.sql index a654dcb94..3d48d39b8 100644 --- a/models/staging/stg_orders.sql +++ b/models/staging/stg_orders.sql @@ -4,7 +4,7 @@ with source as ( Normally we would select from the table here, but we are using seeds to load our data in this project #} - select * from {{ ref('raw_orders') }} + select * from {{ source('jaffle-shop-data', 'raw_orders') }} ), diff --git a/models/staging/stg_payments.sql b/models/staging/stg_payments.sql index 700cf7f4f..331ed4871 100644 --- a/models/staging/stg_payments.sql +++ b/models/staging/stg_payments.sql @@ -4,7 +4,7 @@ with source as ( Normally we would select from the table here, but we are using seeds to load our data in this project #} - select * from {{ ref('raw_payments') }} + select * from {{ source('jaffle-shop-data', 'raw_payments') }} ), diff --git a/packages.yml b/packages.yml new file mode 100644 index 000000000..cd315bf34 --- /dev/null +++ b/packages.yml @@ -0,0 +1,7 @@ +packages: + - package: dbt-labs/audit_helper + version: 0.9.0 + - package: data-mie/dbt_profiler + version: 0.8.1 + - package: dbt-labs/dbt_project_evaluator + version: 0.9.0 diff --git a/seeds/.gitkeep b/seeds/.gitkeep deleted file mode 100644 index e69de29bb..000000000 diff --git a/seeds/raw_customers.csv b/seeds/raw_customers.csv deleted file mode 100644 index b3e6747d6..000000000 --- a/seeds/raw_customers.csv +++ /dev/null @@ -1,101 +0,0 @@ -id,first_name,last_name -1,Michael,P. -2,Shawn,M. -3,Kathleen,P. -4,Jimmy,C. -5,Katherine,R. -6,Sarah,R. -7,Martin,M. -8,Frank,R. -9,Jennifer,F. -10,Henry,W. -11,Fred,S. -12,Amy,D. -13,Kathleen,M. -14,Steve,F. -15,Teresa,H. -16,Amanda,H. -17,Kimberly,R. -18,Johnny,K. -19,Virginia,F. -20,Anna,A. -21,Willie,H. -22,Sean,H. -23,Mildred,A. -24,David,G. -25,Victor,H. -26,Aaron,R. -27,Benjamin,B. -28,Lisa,W. -29,Benjamin,K. -30,Christina,W. -31,Jane,G. -32,Thomas,O. -33,Katherine,M. -34,Jennifer,S. -35,Sara,T. -36,Harold,O. -37,Shirley,J. -38,Dennis,J. -39,Louise,W. -40,Maria,A. -41,Gloria,C. -42,Diana,S. -43,Kelly,N. -44,Jane,R. -45,Scott,B. -46,Norma,C. -47,Marie,P. -48,Lillian,C. -49,Judy,N. -50,Billy,L. -51,Howard,R. -52,Laura,F. -53,Anne,B. -54,Rose,M. -55,Nicholas,R. -56,Joshua,K. -57,Paul,W. -58,Kathryn,K. -59,Adam,A. -60,Norma,W. -61,Timothy,R. -62,Elizabeth,P. -63,Edward,G. -64,David,C. -65,Brenda,W. -66,Adam,W. -67,Michael,H. -68,Jesse,E. -69,Janet,P. -70,Helen,F. -71,Gerald,C. -72,Kathryn,O. -73,Alan,B. -74,Harry,A. -75,Andrea,H. -76,Barbara,W. -77,Anne,W. -78,Harry,H. -79,Jack,R. -80,Phillip,H. -81,Shirley,H. -82,Arthur,D. -83,Virginia,R. -84,Christina,R. -85,Theresa,M. -86,Jason,C. -87,Phillip,B. -88,Adam,T. -89,Margaret,J. -90,Paul,P. -91,Todd,W. -92,Willie,O. -93,Frances,R. -94,Gregory,H. -95,Lisa,P. -96,Jacqueline,A. -97,Shirley,D. -98,Nicole,M. -99,Mary,G. -100,Jean,M. diff --git a/seeds/raw_orders.csv b/seeds/raw_orders.csv deleted file mode 100644 index 7c2be0788..000000000 --- a/seeds/raw_orders.csv +++ /dev/null @@ -1,100 +0,0 @@ -id,user_id,order_date,status -1,1,2018-01-01,returned -2,3,2018-01-02,completed -3,94,2018-01-04,completed -4,50,2018-01-05,completed -5,64,2018-01-05,completed -6,54,2018-01-07,completed -7,88,2018-01-09,completed -8,2,2018-01-11,returned -9,53,2018-01-12,completed -10,7,2018-01-14,completed -11,99,2018-01-14,completed -12,59,2018-01-15,completed -13,84,2018-01-17,completed -14,40,2018-01-17,returned -15,25,2018-01-17,completed -16,39,2018-01-18,completed -17,71,2018-01-18,completed -18,64,2018-01-20,returned -19,54,2018-01-22,completed -20,20,2018-01-23,completed -21,71,2018-01-23,completed -22,86,2018-01-24,completed -23,22,2018-01-26,return_pending -24,3,2018-01-27,completed -25,51,2018-01-28,completed -26,32,2018-01-28,completed -27,94,2018-01-29,completed -28,8,2018-01-29,completed -29,57,2018-01-31,completed -30,69,2018-02-02,completed -31,16,2018-02-02,completed -32,28,2018-02-04,completed -33,42,2018-02-04,completed -34,38,2018-02-06,completed -35,80,2018-02-08,completed -36,85,2018-02-10,completed -37,1,2018-02-10,completed -38,51,2018-02-10,completed -39,26,2018-02-11,completed -40,33,2018-02-13,completed -41,99,2018-02-14,completed -42,92,2018-02-16,completed -43,31,2018-02-17,completed -44,66,2018-02-17,completed -45,22,2018-02-17,completed -46,6,2018-02-19,completed -47,50,2018-02-20,completed -48,27,2018-02-21,completed -49,35,2018-02-21,completed -50,51,2018-02-23,completed -51,71,2018-02-24,completed -52,54,2018-02-25,return_pending -53,34,2018-02-26,completed -54,54,2018-02-26,completed -55,18,2018-02-27,completed -56,79,2018-02-28,completed -57,93,2018-03-01,completed -58,22,2018-03-01,completed -59,30,2018-03-02,completed -60,12,2018-03-03,completed -61,63,2018-03-03,completed -62,57,2018-03-05,completed -63,70,2018-03-06,completed -64,13,2018-03-07,completed -65,26,2018-03-08,completed -66,36,2018-03-10,completed -67,79,2018-03-11,completed -68,53,2018-03-11,completed -69,3,2018-03-11,completed -70,8,2018-03-12,completed -71,42,2018-03-12,shipped -72,30,2018-03-14,shipped -73,19,2018-03-16,completed -74,9,2018-03-17,shipped -75,69,2018-03-18,completed -76,25,2018-03-20,completed -77,35,2018-03-21,shipped -78,90,2018-03-23,shipped -79,52,2018-03-23,shipped -80,11,2018-03-23,shipped -81,76,2018-03-23,shipped -82,46,2018-03-24,shipped -83,54,2018-03-24,shipped -84,70,2018-03-26,placed -85,47,2018-03-26,shipped -86,68,2018-03-26,placed -87,46,2018-03-27,placed -88,91,2018-03-27,shipped -89,21,2018-03-28,placed -90,66,2018-03-30,shipped -91,47,2018-03-31,placed -92,84,2018-04-02,placed -93,66,2018-04-03,placed -94,63,2018-04-03,placed -95,27,2018-04-04,placed -96,90,2018-04-06,placed -97,89,2018-04-07,placed -98,41,2018-04-07,placed -99,85,2018-04-09,placed diff --git a/seeds/raw_payments.csv b/seeds/raw_payments.csv deleted file mode 100644 index a587baab5..000000000 --- a/seeds/raw_payments.csv +++ /dev/null @@ -1,114 +0,0 @@ -id,order_id,payment_method,amount -1,1,credit_card,1000 -2,2,credit_card,2000 -3,3,coupon,100 -4,4,coupon,2500 -5,5,bank_transfer,1700 -6,6,credit_card,600 -7,7,credit_card,1600 -8,8,credit_card,2300 -9,9,gift_card,2300 -10,9,bank_transfer,0 -11,10,bank_transfer,2600 -12,11,credit_card,2700 -13,12,credit_card,100 -14,13,credit_card,500 -15,13,bank_transfer,1400 -16,14,bank_transfer,300 -17,15,coupon,2200 -18,16,credit_card,1000 -19,17,bank_transfer,200 -20,18,credit_card,500 -21,18,credit_card,800 -22,19,gift_card,600 -23,20,bank_transfer,1500 -24,21,credit_card,1200 -25,22,bank_transfer,800 -26,23,gift_card,2300 -27,24,coupon,2600 -28,25,bank_transfer,2000 -29,25,credit_card,2200 -30,25,coupon,1600 -31,26,credit_card,3000 -32,27,credit_card,2300 -33,28,bank_transfer,1900 -34,29,bank_transfer,1200 -35,30,credit_card,1300 -36,31,credit_card,1200 -37,32,credit_card,300 -38,33,credit_card,2200 -39,34,bank_transfer,1500 -40,35,credit_card,2900 -41,36,bank_transfer,900 -42,37,credit_card,2300 -43,38,credit_card,1500 -44,39,bank_transfer,800 -45,40,credit_card,1400 -46,41,credit_card,1700 -47,42,coupon,1700 -48,43,gift_card,1800 -49,44,gift_card,1100 -50,45,bank_transfer,500 -51,46,bank_transfer,800 -52,47,credit_card,2200 -53,48,bank_transfer,300 -54,49,credit_card,600 -55,49,credit_card,900 -56,50,credit_card,2600 -57,51,credit_card,2900 -58,51,credit_card,100 -59,52,bank_transfer,1500 -60,53,credit_card,300 -61,54,credit_card,1800 -62,54,bank_transfer,1100 -63,55,credit_card,2900 -64,56,credit_card,400 -65,57,bank_transfer,200 -66,58,coupon,1800 -67,58,gift_card,600 -68,59,gift_card,2800 -69,60,credit_card,400 -70,61,bank_transfer,1600 -71,62,gift_card,1400 -72,63,credit_card,2900 -73,64,bank_transfer,2600 -74,65,credit_card,0 -75,66,credit_card,2800 -76,67,bank_transfer,400 -77,67,credit_card,1900 -78,68,credit_card,1600 -79,69,credit_card,1900 -80,70,credit_card,2600 -81,71,credit_card,500 -82,72,credit_card,2900 -83,73,bank_transfer,300 -84,74,credit_card,3000 -85,75,credit_card,1900 -86,76,coupon,200 -87,77,credit_card,0 -88,77,bank_transfer,1900 -89,78,bank_transfer,2600 -90,79,credit_card,1800 -91,79,credit_card,900 -92,80,gift_card,300 -93,81,coupon,200 -94,82,credit_card,800 -95,83,credit_card,100 -96,84,bank_transfer,2500 -97,85,bank_transfer,1700 -98,86,coupon,2300 -99,87,gift_card,3000 -100,87,credit_card,2600 -101,88,credit_card,2900 -102,89,bank_transfer,2200 -103,90,bank_transfer,200 -104,91,credit_card,1900 -105,92,bank_transfer,1500 -106,92,coupon,200 -107,93,gift_card,2600 -108,94,coupon,700 -109,95,coupon,2400 -110,96,gift_card,1700 -111,97,bank_transfer,1400 -112,98,bank_transfer,1000 -113,99,credit_card,2400