diff --git a/Joins and Unions/Marketing Raw Data.csv b/Joins and Unions/Marketing Raw Data.csv
deleted file mode 100644
index 9ae959b..0000000
--- a/Joins and Unions/Marketing Raw Data.csv	
+++ /dev/null
@@ -1,125 +0,0 @@
-Date,Marketing Spend,Promo
-22/12/2020,1024.5,Promotion Red
-23/12/2020,1181.7,Promotion Blue
-24/12/2020,1955,No Promo
-25/12/2020,2336.777778,Promotion Blue
-26/12/2020,4535.375,Promotion Blue
-27/12/2020,2557.111111,Promotion Blue
-28/12/2020,782.8181818,No Promo
-29/12/2020,779.3,Promotion Red
-30/12/2020,918,Promotion Red
-01/01/2021,1948,Promotion Blue
-02/01/2021,1006.888889,Promotion Blue
-03/01/2021,1244,Promotion Blue
-04/01/2021,1070.375,No Promo
-05/01/2021,856.1818182,Promotion Red
-06/01/2021,2862.888889,Promotion Red
-07/01/2021,3014.6,No Promo
-09/01/2021,1406.125,Promotion Blue
-10/01/2021,1516.125,Promotion Red
-11/01/2021,912.5,No Promo
-12/01/2021,870.2,Promotion Red
-13/01/2021,834.3333333,No Promo
-14/01/2021,2072.454545,Promotion Red
-16/01/2021,1169.9,Promotion Blue
-17/01/2021,960.2,Promotion Red
-18/01/2021,784.8181818,Promotion Red
-19/01/2021,728.7,Promotion Red
-20/01/2021,841.9090909,No Promo
-21/01/2021,1641.111111,No Promo
-22/01/2021,2713,Promotion Blue
-24/01/2021,1244.5,Promotion Red
-25/01/2021,1365.625,Promotion Blue
-26/01/2021,322,No Promo
-27/01/2021,881.125,No Promo
-28/01/2021,1425.777778,No Promo
-29/01/2021,1447.111111,No Promo
-30/01/2021,786,No Promo
-31/01/2021,1035.111111,No Promo
-02/02/2021,1162.090909,Promotion Blue
-03/02/2021,1698,Promotion Blue
-04/02/2021,1336,No Promo
-05/02/2021,2207.625,Promotion Red
-06/02/2021,909.5,Promotion Red
-07/02/2021,836.2727273,No Promo
-08/02/2021,929.4,No Promo
-09/02/2021,2317.777778,Promotion Blue
-11/02/2021,818.25,No Promo
-12/02/2021,937.2727273,No Promo
-13/02/2021,424,No Promo
-14/02/2021,524.7272727,Promotion Red
-15/02/2021,907.9090909,Promotion Red
-16/02/2021,935.7777778,No Promo
-17/02/2021,780.9,No Promo
-18/02/2021,3030.875,Promotion Blue
-20/02/2021,803.375,No Promo
-21/02/2021,829.1111111,No Promo
-22/02/2021,837.1,No Promo
-23/02/2021,1015,Promotion Red
-24/02/2021,1371.9,Promotion Blue
-25/02/2021,2529.625,Promotion Blue
-26/02/2021,2418.909091,Promotion Blue
-27/02/2021,1278.9,Promotion Red
-28/02/2021,1337.333333,No Promo
-02/03/2021,615.5,No Promo
-03/03/2021,822.3,Promotion Red
-04/03/2021,1672.7,Promotion Blue
-05/03/2021,1719.333333,Promotion Blue
-06/03/2021,1427.777778,Promotion Blue
-07/03/2021,668.1,No Promo
-08/03/2021,926.4444444,No Promo
-09/03/2021,779,No Promo
-10/03/2021,1613.818182,Promotion Red
-12/03/2021,1912.75,No Promo
-13/03/2021,3524.5,Promotion Blue
-14/03/2021,787.8,Promotion Blue
-15/03/2021,734.8181818,No Promo
-16/03/2021,939.75,No Promo
-17/03/2021,1826,No Promo
-18/03/2021,1490.9,Promotion Red
-19/03/2021,590.3,Promotion Red
-20/03/2021,521.125,Promotion Red
-22/03/2021,1151.125,Promotion Red
-23/03/2021,1277.111111,Promotion Blue
-24/03/2021,1519,Promotion Red
-25/03/2021,2837.625,Promotion Red
-26/03/2021,2258.7,Promotion Blue
-27/03/2021,868.8888889,No Promo
-28/03/2021,1620.777778,Promotion Blue
-30/03/2021,866,No Promo
-31/03/2021,1869.625,Promotion Red
-01/04/2021,2921,Promotion Blue
-02/04/2021,1972.75,No Promo
-03/04/2021,1336.333333,Promotion Red
-04/04/2021,754.5,No Promo
-05/04/2021,763.2727273,Promotion Red
-07/04/2021,1677.7,Promotion Red
-08/04/2021,1803.909091,Promotion Red
-09/04/2021,2652.222222,Promotion Blue
-10/04/2021,1043.1,No Promo
-11/04/2021,1020.090909,Promotion Blue
-12/04/2021,1114.111111,Promotion Red
-13/04/2021,1148.4,Promotion Blue
-15/04/2021,1758.666667,No Promo
-16/04/2021,1337.636364,No Promo
-17/04/2021,865.4545455,No Promo
-18/04/2021,1531.375,Promotion Blue
-19/04/2021,964.5,Promotion Red
-20/04/2021,784.2222222,No Promo
-22/04/2021,2227.818182,Promotion Blue
-23/04/2021,1595.333333,No Promo
-24/04/2021,850.9090909,Promotion Red
-25/04/2021,1059.090909,Promotion Blue
-26/04/2021,843.8,No Promo
-27/04/2021,731.4545455,Promotion Red
-28/04/2021,1060,Promotion Blue
-29/04/2021,2059.545455,Promotion Blue
-01/05/2021,805.6363636,No Promo
-02/05/2021,1513.875,Promotion Red
-03/05/2021,1024.818182,Promotion Red
-04/05/2021,1533.888889,No Promo
-05/05/2021,1119.6,No Promo
-06/05/2021,2067.888889,Promotion Red
-07/05/2021,1450.2,No Promo
-08/05/2021,1121.875,No Promo
-09/05/2021,871,No Promo