Restaurant_Orders_Analysis.sql

DROP SCHEMA IF EXISTS restaurant_db;
CREATE SCHEMA restaurant_db;
USE restaurant_db;

-- Table structure for table `order_details`

CREATE TABLE order_details (
  order_details_id SMALLINT NOT NULL,
  order_id SMALLINT NOT NULL,
  order_date DATE,
  order_time TIME,
  item_id SMALLINT,
  PRIMARY KEY (order_details_id)
);
-- Table structure for table `menu_items`

CREATE TABLE menu_items (
  menu_item_id SMALLINT NOT NULL,
  item_name VARCHAR(45),
  category VARCHAR(45),
  price DECIMAL(5,2),
  PRIMARY KEY (menu_item_id)
);

-- Insert data into table order_details

INSERT INTO order_details VALUES (1, 1, '2023-01-01', '11:38:36', 109),
(2, 2, '2023-01-01', '11:57:40', 108),
(3, 2, '2023-01-01', '11:57:40', 124),
(4, 2, '2023-01-01', '11:57:40', 117),
(5, 2, '2023-01-01', '11:57:40', 129),
(6, 2, '2023-01-01', '11:57:40', 106),
(7, 3, '2023-01-01', '12:12:28', 117),
(8, 3, '2023-01-01', '12:12:28', 119),
(9, 4, '2023-01-01', '12:16:31', 117),
(10, 5, '2023-01-01', '12:21:30', 117),
(11, 6, '2023-01-01', '12:29:36', 101),
(12, 6, '2023-01-01', '12:29:36', 114),
(13, 7, '2023-01-01', '12:50:37', 123),
(14, 8, '2023-01-01', '12:51:37', 123),
(15, 9, '2023-01-01', '12:52:01', 108),
(16, 9, '2023-01-01', '12:52:01', 126),
(17, 9, '2023-01-01', '12:52:01', 110),
(18, 9, '2023-01-01', '12:52:01', 117),
(19, 9, '2023-01-01', '12:52:01', 117),
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(11994, 5267, '2023-03-30', '14:17:09', 117),
(11995, 5268, '2023-03-30', '14:27:07', 101),
(11996, 5269, '2023-03-30', '15:05:00', 103),
(11997, 5269, '2023-03-30', '15:05:00', 105),
(11998, 5270, '2023-03-30', '15:12:32', 101),
(11999, 5270, '2023-03-30', '15:12:32', 128),
(12000, 5271, '2023-03-30', '15:23:57', 101),
(12001, 5272, '2023-03-30', '15:39:12', 101),
(12002, 5272, '2023-03-30', '15:39:12', 117),
(12003, 5272, '2023-03-30', '15:39:12', 131),
(12004, 5273, '2023-03-30', '15:41:35', 107),
(12005, 5274, '2023-03-30', '15:55:42', 109),
(12006, 5275, '2023-03-30', '16:00:53', 102),
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(12008, 5277, '2023-03-30', '16:18:59', 107),
(12009, 5277, '2023-03-30', '16:18:59', 115),
(12010, 5277, '2023-03-30', '16:18:59', 128),
(12011, 5277, '2023-03-30', '16:18:59', 123),
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(12013, 5278, '2023-03-30', '16:41:21', 131),
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(12016, 5280, '2023-03-30', '16:52:59', 125),
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(12018, 5280, '2023-03-30', '16:52:59', 105),
(12019, 5281, '2023-03-30', '16:56:04', 116),
(12020, 5281, '2023-03-30', '16:56:04', 106),
(12021, 5281, '2023-03-30', '16:56:04', 106),
(12022, 5281, '2023-03-30', '16:56:04', NULL),
(12023, 5282, '2023-03-30', '17:01:37', 107),
(12024, 5282, '2023-03-30', '17:01:37', 102),
(12025, 5282, '2023-03-30', '17:01:37', 110),
(12026, 5283, '2023-03-30', '17:09:36', 105),
(12027, 5284, '2023-03-30', '17:11:39', 102),
(12028, 5284, '2023-03-30', '17:11:39', 113),
(12029, 5284, '2023-03-30', '17:11:39', 121),
(12030, 5284, '2023-03-30', '17:11:39', 122),
(12031, 5285, '2023-03-30', '17:34:44', 102),
(12032, 5285, '2023-03-30', '17:34:44', 105),
(12033, 5286, '2023-03-30', '17:49:12', 101),
(12034, 5286, '2023-03-30', '17:49:12', 110),
(12035, 5286, '2023-03-30', '17:49:12', 112),
(12036, 5286, '2023-03-30', '17:49:12', 120),
(12037, 5287, '2023-03-30', '18:03:19', 124),
(12038, 5288, '2023-03-30', '18:08:42', 118),
(12039, 5289, '2023-03-30', '18:17:13', 131),
(12040, 5290, '2023-03-30', '18:18:27', 107),
(12041, 5290, '2023-03-30', '18:18:27', 117),
(12042, 5290, '2023-03-30', '18:18:27', 132),
(12043, 5291, '2023-03-30', '18:22:03', 113),
(12044, 5292, '2023-03-30', '18:36:47', 103),
(12045, 5292, '2023-03-30', '18:36:47', 130),
(12046, 5292, '2023-03-30', '18:36:47', 123),
(12047, 5293, '2023-03-30', '18:45:13', 102),
(12048, 5293, '2023-03-30', '18:45:13', 119),
(12049, 5294, '2023-03-30', '18:50:34', 127),
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(12051, 5296, '2023-03-30', '19:30:56', 126),
(12052, 5297, '2023-03-30', '19:41:51', 128),
(12053, 5298, '2023-03-30', '20:08:49', 113),
(12054, 5299, '2023-03-30', '20:10:10', 106),
(12055, 5300, '2023-03-30', '20:17:59', 124),
(12056, 5300, '2023-03-30', '20:17:59', 118),
(12057, 5300, '2023-03-30', '20:17:59', 106),
(12058, 5301, '2023-03-30', '21:04:56', 129),
(12059, 5301, '2023-03-30', '21:04:56', 114),
(12060, 5302, '2023-03-30', '21:15:23', 101),
(12061, 5303, '2023-03-30', '21:15:27', 129),
(12062, 5303, '2023-03-30', '21:15:27', 105),
(12063, 5303, '2023-03-30', '21:15:27', 122),
(12064, 5303, '2023-03-30', '21:15:27', NULL),
(12065, 5304, '2023-03-30', '21:16:48', 124),
(12066, 5304, '2023-03-30', '21:16:48', 122),
(12067, 5304, '2023-03-30', '21:16:48', 123),
(12068, 5305, '2023-03-30', '21:34:09', 103),
(12069, 5305, '2023-03-30', '21:34:09', 108),
(12070, 5306, '2023-03-30', '21:35:15', 108),
(12071, 5307, '2023-03-30', '21:44:36', 103),
(12072, 5307, '2023-03-30', '21:44:36', 113),
(12073, 5307, '2023-03-30', '21:44:36', 105),
(12074, 5307, '2023-03-30', '21:44:36', 106),
(12075, 5308, '2023-03-30', '21:53:36', 106),
(12076, 5309, '2023-03-31', '11:22:20', 128),
(12077, 5310, '2023-03-31', '12:00:51', 124),
(12078, 5310, '2023-03-31', '12:00:51', 106),
(12079, 5311, '2023-03-31', '12:02:45', 112),
(12080, 5312, '2023-03-31', '12:06:28', 102),
(12081, 5312, '2023-03-31', '12:06:28', 104),
(12082, 5312, '2023-03-31', '12:06:28', 124),
(12083, 5313, '2023-03-31', '12:24:23', 130),
(12084, 5314, '2023-03-31', '12:33:13', 110),
(12085, 5315, '2023-03-31', '12:48:46', 124),
(12086, 5315, '2023-03-31', '12:48:46', 125),
(12087, 5315, '2023-03-31', '12:48:46', 125),
(12088, 5315, '2023-03-31', '12:48:46', 109),
(12089, 5315, '2023-03-31', '12:48:46', 117),
(12090, 5315, '2023-03-31', '12:48:46', 129),
(12091, 5315, '2023-03-31', '12:48:46', 106),
(12092, 5316, '2023-03-31', '12:59:45', 101),
(12093, 5316, '2023-03-31', '12:59:45', 113),
(12094, 5317, '2023-03-31', '13:04:13', 101),
(12095, 5317, '2023-03-31', '13:04:13', 107),
(12096, 5317, '2023-03-31', '13:04:13', 102),
(12097, 5317, '2023-03-31', '13:04:13', 102),
(12098, 5317, '2023-03-31', '13:04:13', 103),
(12099, 5317, '2023-03-31', '13:04:13', 117),
(12100, 5317, '2023-03-31', '13:04:13', 111),
(12101, 5317, '2023-03-31', '13:04:13', 113),
(12102, 5317, '2023-03-31', '13:04:13', 119),
(12103, 5317, '2023-03-31', '13:04:13', 122),
(12104, 5317, '2023-03-31', '13:04:13', 130),
(12105, 5318, '2023-03-31', '13:11:16', 103),
(12106, 5319, '2023-03-31', '13:19:18', 116),
(12107, 5319, '2023-03-31', '13:19:18', 110),
(12108, 5320, '2023-03-31', '13:22:56', 101),
(12109, 5320, '2023-03-31', '13:22:56', 103),
(12110, 5320, '2023-03-31', '13:22:56', 108),
(12111, 5320, '2023-03-31', '13:22:56', 120),
(12112, 5321, '2023-03-31', '13:29:47', 101),
(12113, 5321, '2023-03-31', '13:29:47', 122),
(12114, 5322, '2023-03-31', '13:35:58', 107),
(12115, 5322, '2023-03-31', '13:35:58', 108),
(12116, 5322, '2023-03-31', '13:35:58', 125),
(12117, 5322, '2023-03-31', '13:35:58', 127),
(12118, 5322, '2023-03-31', '13:35:58', 111),
(12119, 5322, '2023-03-31', '13:35:58', 114),
(12120, 5322, '2023-03-31', '13:35:58', 132),
(12121, 5323, '2023-03-31', '13:41:03', 117),
(12122, 5324, '2023-03-31', '13:41:15', 107),
(12123, 5325, '2023-03-31', '13:44:52', 116),
(12124, 5325, '2023-03-31', '13:44:52', 122),
(12125, 5326, '2023-03-31', '13:50:17', 117),
(12126, 5326, '2023-03-31', '13:50:17', 132),
(12127, 5327, '2023-03-31', '13:51:47', 116),
(12128, 5327, '2023-03-31', '13:51:47', 125),
(12129, 5327, '2023-03-31', '13:51:47', 119),
(12130, 5327, '2023-03-31', '13:51:47', 121),
(12131, 5328, '2023-03-31', '14:23:57', 107),
(12132, 5328, '2023-03-31', '14:23:57', 117),
(12133, 5328, '2023-03-31', '14:23:57', 111),
(12134, 5329, '2023-03-31', '14:48:27', 108),
(12135, 5329, '2023-03-31', '14:48:27', 121),
(12136, 5330, '2023-03-31', '14:48:47', 101),
(12137, 5330, '2023-03-31', '14:48:47', 102),
(12138, 5330, '2023-03-31', '14:48:47', 111),
(12139, 5331, '2023-03-31', '14:50:38', 101),
(12140, 5331, '2023-03-31', '14:50:38', 109),
(12141, 5331, '2023-03-31', '14:50:38', 122),
(12142, 5332, '2023-03-31', '14:51:37', 116),
(12143, 5332, '2023-03-31', '14:51:37', 126),
(12144, 5332, '2023-03-31', '14:51:37', 128),
(12145, 5333, '2023-03-31', '15:16:44', 107),
(12146, 5333, '2023-03-31', '15:16:44', 117),
(12147, 5334, '2023-03-31', '15:29:36', 115),
(12148, 5334, '2023-03-31', '15:29:36', 108),
(12149, 5334, '2023-03-31', '15:29:36', 132),
(12150, 5335, '2023-03-31', '15:31:09', 127),
(12151, 5336, '2023-03-31', '15:32:39', 101),
(12152, 5336, '2023-03-31', '15:32:39', 108),
(12153, 5336, '2023-03-31', '15:32:39', 126),
(12154, 5337, '2023-03-31', '15:34:31', 117),
(12155, 5337, '2023-03-31', '15:34:31', 119),
(12156, 5337, '2023-03-31', '15:34:31', 106),
(12157, 5338, '2023-03-31', '16:06:36', 108),
(12158, 5339, '2023-03-31', '16:12:55', 101),
(12159, 5339, '2023-03-31', '16:12:55', 126),
(12160, 5339, '2023-03-31', '16:12:55', 120),
(12161, 5339, '2023-03-31', '16:12:55', 123),
(12162, 5340, '2023-03-31', '16:21:00', 106),
(12163, 5341, '2023-03-31', '16:24:16', 123),
(12164, 5342, '2023-03-31', '17:17:38', 129),
(12165, 5343, '2023-03-31', '17:19:08', 122),
(12166, 5344, '2023-03-31', '17:22:40', 115),
(12167, 5344, '2023-03-31', '17:22:40', 119),
(12168, 5344, '2023-03-31', '17:22:40', 105),
(12169, 5344, '2023-03-31', '17:22:40', 132),
(12170, 5345, '2023-03-31', '17:30:29', 103),
(12171, 5345, '2023-03-31', '17:30:29', 130),
(12172, 5346, '2023-03-31', '17:30:58', 102),
(12173, 5346, '2023-03-31', '17:30:58', 106),
(12174, 5347, '2023-03-31', '17:33:17', 125),
(12175, 5347, '2023-03-31', '17:33:17', 131),
(12176, 5347, '2023-03-31', '17:33:17', 106),
(12177, 5348, '2023-03-31', '17:37:44', 107),
(12178, 5348, '2023-03-31', '17:37:44', 125),
(12179, 5349, '2023-03-31', '17:42:09', 117),
(12180, 5349, '2023-03-31', '17:42:09', 122),
(12181, 5350, '2023-03-31', '17:54:10', 103),
(12182, 5350, '2023-03-31', '17:54:10', 130),
(12183, 5350, '2023-03-31', '17:54:10', 106),
(12184, 5351, '2023-03-31', '18:04:00', 126),
(12185, 5351, '2023-03-31', '18:04:00', 127),
(12186, 5351, '2023-03-31', '18:04:00', 118),
(12187, 5351, '2023-03-31', '18:04:00', 122),
(12188, 5352, '2023-03-31', '18:04:35', 109),
(12189, 5352, '2023-03-31', '18:04:35', 122),
(12190, 5353, '2023-03-31', '18:40:10', 113),
(12191, 5353, '2023-03-31', '18:40:10', 122),
(12192, 5353, '2023-03-31', '18:40:10', 106),
(12193, 5354, '2023-03-31', '18:50:19', 102),
(12194, 5355, '2023-03-31', '18:51:00', 132),
(12195, 5356, '2023-03-31', '18:52:00', 126),
(12196, 5356, '2023-03-31', '18:52:00', 111),
(12197, 5357, '2023-03-31', '18:55:22', 113),
(12198, 5357, '2023-03-31', '18:55:22', 106),
(12199, 5358, '2023-03-31', '19:07:27', 101),
(12200, 5358, '2023-03-31', '19:07:27', 128),
(12201, 5358, '2023-03-31', '19:07:27', 105),
(12202, 5358, '2023-03-31', '19:07:27', 131),
(12203, 5359, '2023-03-31', '19:13:16', 113),
(12204, 5359, '2023-03-31', '19:13:16', 121),
(12205, 5360, '2023-03-31', '19:15:48', 116),
(12206, 5361, '2023-03-31', '19:40:42', 103),
(12207, 5361, '2023-03-31', '19:40:42', 113),
(12208, 5362, '2023-03-31', '19:59:23', 101),
(12209, 5362, '2023-03-31', '19:59:23', 114),
(12210, 5363, '2023-03-31', '20:15:58', 119),
(12211, 5363, '2023-03-31', '20:15:58', 120),
(12212, 5363, '2023-03-31', '20:15:58', 122),
(12213, 5363, '2023-03-31', '20:15:58', 123),
(12214, 5364, '2023-03-31', '20:16:14', 116),
(12215, 5364, '2023-03-31', '20:16:14', 103),
(12216, 5364, '2023-03-31', '20:16:14', 104),
(12217, 5364, '2023-03-31', '20:16:14', 118),
(12218, 5365, '2023-03-31', '20:31:48', 117),
(12219, 5365, '2023-03-31', '20:31:48', 129),
(12220, 5365, '2023-03-31', '20:31:48', 130),
(12221, 5366, '2023-03-31', '21:01:41', 108),
(12222, 5366, '2023-03-31', '21:01:41', 111),
(12223, 5366, '2023-03-31', '21:01:41', 111),
(12224, 5366, '2023-03-31', '21:01:41', 122),
(12225, 5367, '2023-03-31', '21:58:06', 119),
(12226, 5368, '2023-03-31', '21:58:47', 101),
(12227, 5368, '2023-03-31', '21:58:47', 128),
(12228, 5368, '2023-03-31', '21:58:47', 113),
(12229, 5368, '2023-03-31', '21:58:47', 118),
(12230, 5369, '2023-03-31', '22:05:04', 109),
(12231, 5369, '2023-03-31', '22:05:04', 129),
(12232, 5369, '2023-03-31', '22:05:04', 120),
(12233, 5369, '2023-03-31', '22:05:04', 122),
(12234, 5370, '2023-03-31', '22:15:48', 122);

-- Insert data into table menu_items

INSERT INTO menu_items VALUES (101, 'Hamburger', 'American', 12.95),
(102, 'Cheeseburger', 'American', 13.95),
(103, 'Hot Dog', 'American', 9),
(104, 'Veggie Burger', 'American', 10.5),
(105, 'Mac & Cheese', 'American', 7),
(106, 'French Fries', 'American', 7),
(107, 'Orange Chicken', 'Asian', 16.5),
(108, 'Tofu Pad Thai', 'Asian', 14.5),
(109, 'Korean Beef Bowl', 'Asian', 17.95),
(110, 'Pork Ramen', 'Asian', 17.95),
(111, 'California Roll', 'Asian', 11.95),
(112, 'Salmon Roll', 'Asian', 14.95),
(113, 'Edamame', 'Asian', 5),
(114, 'Potstickers', 'Asian', 9),
(115, 'Chicken Tacos', 'Mexican', 11.95),
(116, 'Steak Tacos', 'Mexican', 13.95),
(117, 'Chicken Burrito', 'Mexican', 12.95),
(118, 'Steak Burrito', 'Mexican', 14.95),
(119, 'Chicken Torta', 'Mexican', 11.95),
(120, 'Steak Torta', 'Mexican', 13.95),
(121, 'Cheese Quesadillas', 'Mexican', 10.5),
(122, 'Chips & Salsa', 'Mexican', 7),
(123, 'Chips & Guacamole', 'Mexican', 9),
(124, 'Spaghetti', 'Italian', 14.5),
(125, 'Spaghetti & Meatballs', 'Italian', 17.95),
(126, 'Fettuccine Alfredo', 'Italian', 14.5),
(127, 'Meat Lasagna', 'Italian', 17.95),
(128, 'Cheese Lasagna', 'Italian', 15.5),
(129, 'Mushroom Ravioli', 'Italian', 15.5),
(130, 'Shrimp Scampi', 'Italian', 19.95),
(131, 'Chicken Parmesan', 'Italian', 17.95),
(132, 'Eggplant Parmesan', 'Italian', 16.95);
--
-- Obtaining data from table order_details

SELECT * FROM order_details;

-- Obtaining data from table menu_items

SELECT * FROM menu_items;

-- (1) Total number of orders 

SELECT COUNT(order_id)Total_orders FROM order_details;

-- (2) Total items available in the Menu

SELECT COUNT(distinct category)'No.of categories',COUNT(menu_item_id)'Total no.of items' FROM menu_items;

-- (3) Number of items per category

SELECT Category,COUNT(item_name)'No.of Items' FROM menu_items GROUP BY (1) ORDER BY(1);

-- (4) Costly item, category - name,category,price

SELECT  item_name Item,Category,Price FROM menu_items ORDER BY price desc LIMIT 1;

-- (5) cheap item,category,price

SELECT item_name Item,Category,Price FROM menu_items ORDER BY (3) LIMIT 1;

-- (6) Least and most  ordered items

WITH CTE AS((SELECT item_name,COUNT(order_id)Total_orders,RANK()OVER(ORDER BY COUNT(order_details_id))
FROM menu_items m JOIN order_details o ON m.menu_item_id=o.item_id
GROUP BY (1) ORDER BY (2) DESC limit 1)
union all 
(SELECT item_name,COUNT(order_id)Total_orders,RANK()OVER(ORDER BY COUNT(order_details_id))
FROM menu_items m JOIN order_details o ON m.menu_item_id=o.item_id
GROUP BY (1) ORDER BY (2) limit 1))
SELECT item_name, Total_orders FROM CTE;

-- (7) Number of orders per day - dayname(), no.of items.

SELECT DAYNAME(order_date)Day, COUNT(order_details_id)Total_orders
FROM order_details 
GROUP BY (1);

-- (8) Which cuisines should we focus on developing more menu items for based on the data?

WITH menu AS (SELECT item_name,COUNT(order_id)Total_orders
FROM order_details o JOIN menu_items m ON o.item_id=m.menu_item_id GROUP BY(1))
SELECT item_name from menu
ORDER BY Total_orders LIMIT 1;

-- (9) which day had no orders ?

SELECT distinct(order_date) FROM order_details
where item_id is null; 

-- (10) Sales amount:- 
-- a. Sales amount obtained day-wise 
SELECT order_date, SUM(price)Amount
FROM order_details o  JOIN menu_items m on o.item_id=m.menu_item_id
GROUP BY (1) ORDER BY (1) ;

-- b. Sales amount month-wise
SELECT monthname(order_date)Month, SUM(price)Amount
FROM order_details o  JOIN menu_items m on o.item_id=m.menu_item_id
GROUP BY (1) ORDER BY (1) ;

-- c. Average Sales Amount month wise
SELECT monthname(order_date)Month, round(avg(price),2)Amount
FROM order_details o  JOIN menu_items m on o.item_id=m.menu_item_id
GROUP BY (1) ORDER BY (1) ;

-- (11) Hour with highest and least number of orders

WITH hr AS((SELECT HOUR(order_time)Hour, COUNT(order_details_id)Orders FROM order_details GROUP BY (1) ORDER BY (2) DESC LIMIT 1)
UNION ALL
(SELECT HOUR(order_time)Hour, COUNT(order_details_id)Orders FROM order_details GROUP BY (1) ORDER BY (2)  LIMIT 1))
SELECT Hour,Orders from hr;