SQL入門編2:サブクエリでアクティブユーザー数を求めよう

#08:サブクエリでアクティブユーザー数を求めよう

-- サブクエリで、アクティブユーザー数を求める
SELECT DISTINCT
	DATE(startTime) AS day,
	eventlog.userID AS user
FROM eventlog
	INNER JOIN users ON users.userID = eventlog.userID
WHERE deleted_at IS NULL;

-- サブクエリで、アクティブユーザー数を求める
SELECT DISTINCT
	DATE(startTime) AS day,
	eventlog.userID AS user
FROM eventlog
	INNER JOIN users ON users.userID = eventlog.userID
WHERE deleted_at IS NULL;

-- 月次アクティブユーザー数を求める
SELECT DISTINCT
	DATE_FORMAT(startTime, '%Y-%m') AS yearMonth,
	eventlog.userID AS user
FROM eventlog
	INNER JOIN users ON users.userID = eventlog.userID
WHERE deleted_at IS NULL;

-- 月次アクティブユーザー数を求める
SELECT DISTINCT
	DATE_FORMAT(startTime, '%Y-%m') AS yearMonth,
	eventlog.userID AS user
FROM eventlog
	INNER JOIN users ON users.userID = eventlog.userID
WHERE deleted_at IS NULL;

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★ 実技1

実技課題「月次のアクティブユーザー数を求める」

右側のコードエリアのSQLは、サンプルデータベースのusersテーブルから、年月とuserIDを表示します。これをサブクエリにして、月次のアクセス数を表示するようにしてください

コードを実行して、エラーが出なければ、演習課題クリアです！

入力される値

データベースに格納されているデータは、本レッスンのチャプター01を参照してください。

期待する出力値

yearMonth	COUNT(user)
2015-02	8
2015-03	15
2015-04	14

ここでは、サブクエリを使って、日次のアクティブユーザー数を求めてみたいと思います。サブクエリは、複数のクエリを組み合わせるSQLの機能です。この他に、サブクエリを利用して、平均以上のユーザーを求める方法も紹介します。

サブクエリの基本形

-- FROM句に書く場合
SELECT *
FROM (サブクエリ) AS (サブクエリ名);

参考になるWebサイト

逆引きSQL構文集 - 副問合せ(サブクエリ)を行う
http://www.sql-reference.com/select/subquery.html

SQL 副問い合わせの基本を理解する
http://omachizura.com/sql/%E5%89%AF%E5%95%8F%E3%81%84%E5%90%88%E3%82%8F%E3%81%9B%E3%82%92%E7%90%86%E8%A7%A3%E3%81%99%E3%82%8B.html

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プログラミング学習 > MySQL > DB/SQL入門編 > SQL入門編2: SQLを仕事に使おう > サブクエリでアクティブユーザー数を求めよう

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出力
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実行時エラー

出力タイプ：

-- 2016.09.06 Yutaka Kachi
-- サンプルDBの準備用SQL for paiza.IO
-- paiza.IOの入力欄に入れる

CREATE TABLE `eventlog` (
  `logID` int(11) NOT NULL,
  `userID` int(11) NOT NULL,
  `eventID` int(11) NOT NULL,
  `startTime` datetime NOT NULL,
  `endTime` datetime NOT NULL
) ENGINE=InnoDB DEFAULT CHARSET=utf8;

CREATE TABLE `users` (
  `userID` int(11) NOT NULL,
  `name` varchar(32) NOT NULL,
  `jobID` int(11) NOT NULL,
  `level` int(11) NOT NULL,
  `exp` int(11) NOT NULL,
  `gold` int(11) NOT NULL,
  `deleted_at` DATETIME,
  `birth` DATE NOT NULL,
  `areaID` int(11) NOT NULL
) ENGINE=InnoDB DEFAULT CHARSET=utf8;

CREATE TABLE `events` (
  `eventID` int(11) NOT NULL,
  `event_title` varchar(30) NOT NULL,
  `event_stage` int(11) NOT NULL,
  `event_summary` varchar(100) NOT NULL,
  `event_url` varchar(100) NOT NULL,
  `increase_exp` int(11) NOT NULL,
  `increase_gold` int(11) NOT NULL
) ENGINE=InnoDB DEFAULT CHARSET=utf8;

CREATE TABLE `jobs` (
  `jobID` int(11) NOT NULL,
  `job_name` varchar(15) NOT NULL
) ENGINE=InnoDB DEFAULT CHARSET=utf8;

CREATE TABLE `area` (
  `areaID` int(11) NOT NULL,
  `area_name` varchar(15) NOT NULL
) ENGINE=InnoDB DEFAULT CHARSET=utf8;

INSERT INTO `eventlog` (`logID`, `userID`, `eventID`, `startTime`, `endTime`) VALUES
(1, 1, 0, '2015-02-01 20:00:00', '2015-02-01 20:01:00'),
(2, 1, 1, '2015-02-01 20:01:00', '2015-02-01 20:02:02'),
(3, 3, 0, '2015-02-01 21:00:00', '2015-02-01 21:00:01'),
(4, 3, 2, '2015-02-01 21:00:01', '2015-02-01 21:12:01'),
(5, 3, 10, '2015-02-01 21:12:01', '2015-02-01 21:25:01'),
(6, 3, 4, '2015-02-01 21:25:01', '2015-02-01 21:25:02'),
(7, 2, 0, '2015-02-01 22:00:00', '2015-02-01 22:01:00'),
(8, 2, 2, '2015-02-01 22:01:00', '2015-02-01 22:02:02'),
(9, 2, 10, '2015-02-01 22:02:02', '2015-02-01 22:03:02'),
(10, 2, 11, '2015-02-01 22:03:02', '2015-02-01 22:11:08'),
(11, 2, 12, '2015-02-01 22:11:08', '2015-02-01 22:23:07'),
(12, 2, 13, '2015-02-01 22:23:07', '2015-02-01 22:53:08'),
(13, 2, 14, '2015-02-01 22:53:08', '2015-02-01 23:21:07'),
(14, 4, 0, '2015-02-01 23:00:00', '2015-02-01 23:02:00'),
(15, 4, 2, '2015-02-01 23:02:00', '2015-02-01 23:02:01'),
(16, 4, 10, '2015-02-01 23:02:01', '2015-02-01 23:03:01'),
(17, 4, 11, '2015-02-01 23:03:01', '2015-02-01 23:11:07'),
(18, 4, 12, '2015-02-01 23:11:07', '2015-02-01 23:23:07'),
(19, 2, 15, '2015-02-01 23:21:07', '2015-02-01 23:39:07'),
(20, 4, 13, '2015-02-01 23:23:07', '2015-02-01 23:53:07'),
(21, 2, 3, '2015-02-01 23:39:07', '2015-02-01 23:39:09'),
(22, 4, 14, '2015-02-01 23:53:07', '2015-02-02 00:21:07'),
(23, 4, 15, '2015-02-02 00:21:07', '2015-02-02 00:39:06'),
(24, 4, 3, '2015-02-02 00:39:06', '2015-02-02 00:39:08'),
(25, 3, 0, '2015-02-02 21:00:00', '2015-02-02 21:03:00'),
(26, 3, 2, '2015-02-02 21:00:00', '2015-02-02 21:00:01'),
(27, 3, 12, '2015-02-02 21:00:01', '2015-02-02 21:13:01'),
(28, 3, 2, '2015-02-02 21:03:00', '2015-02-02 21:03:02'),
(29, 3, 10, '2015-02-02 21:03:02', '2015-02-02 21:04:02'),
(30, 3, 11, '2015-02-02 21:04:02', '2015-02-02 21:16:02'),
(31, 3, 4, '2015-02-02 21:13:01', '2015-02-02 21:13:02'),
(32, 3, 4, '2015-02-02 21:16:02', '2015-02-02 21:16:04'),
(33, 2, 2, '2015-02-02 22:00:00', '2015-02-02 22:00:02'),
(34, 2, 15, '2015-02-02 22:00:02', '2015-02-02 22:32:02'),
(35, 2, 20, '2015-02-02 22:32:02', '2015-02-02 22:36:02'),
(36, 2, 21, '2015-02-02 22:36:02', '2015-02-02 22:48:02'),
(37, 2, 22, '2015-02-02 22:48:02', '2015-02-02 23:18:02'),
(38, 2, 23, '2015-02-02 23:18:02', '2015-02-02 23:46:02'),
(39, 2, 24, '2015-02-02 23:46:02', '2015-02-03 00:34:02'),
(40, 2, 3, '2015-02-03 00:34:02', '2015-02-03 00:34:03'),
(41, 3, 2, '2015-02-03 21:00:00', '2015-02-03 21:00:02'),
(42, 3, 12, '2015-02-03 21:00:02', '2015-02-03 21:13:02'),
(43, 3, 13, '2015-02-03 21:13:02', '2015-02-03 21:25:02'),
(44, 3, 4, '2015-02-03 21:25:02', '2015-02-03 21:25:03'),
(45, 2, 2, '2015-02-09 21:00:00', '2015-02-09 21:00:02'),
(46, 2, 2, '2015-02-09 21:00:00', '2015-02-09 21:00:02'),
(47, 4, 2, '2015-02-09 21:00:00', '2015-02-09 21:00:02'),
(48, 2, 24, '2015-02-09 21:00:02', '2015-02-09 21:18:02'),
(49, 2, 32, '2015-02-09 21:00:02', '2015-02-09 21:18:02'),
(50, 4, 24, '2015-02-09 21:00:02', '2015-02-09 21:18:02'),
(51, 2, 25, '2015-02-09 21:18:02', '2015-02-09 21:41:02'),
(52, 2, 33, '2015-02-09 21:18:02', '2015-02-09 21:41:02'),
(53, 4, 25, '2015-02-09 21:18:02', '2015-02-09 21:41:02'),
(54, 2, 26, '2015-02-09 21:41:02', '2015-02-09 21:55:02'),
(55, 2, 34, '2015-02-09 21:41:02', '2015-02-09 21:55:02'),
(56, 4, 26, '2015-02-09 21:41:02', '2015-02-09 21:55:02'),
(57, 2, 30, '2015-02-09 21:55:02', '2015-02-09 22:03:02'),
(58, 2, 35, '2015-02-09 21:55:02', '2015-02-09 22:03:02'),
(59, 4, 30, '2015-02-09 21:55:02', '2015-02-09 22:03:02'),
(60, 2, 31, '2015-02-09 22:03:02', '2015-02-09 22:15:02'),
(61, 2, 36, '2015-02-09 22:03:02', '2015-02-09 22:47:02'),
(62, 4, 31, '2015-02-09 22:03:02', '2015-02-09 22:15:02'),
(63, 2, 32, '2015-02-09 22:15:02', '2015-02-09 22:39:02'),
(64, 4, 32, '2015-02-09 22:15:02', '2015-02-09 22:39:02'),
(65, 2, 3, '2015-02-09 22:39:02', '2015-02-09 22:39:03'),
(66, 4, 3, '2015-02-09 22:39:02', '2015-02-09 22:39:03'),
(67, 2, 3, '2015-02-09 22:47:02', '2015-02-09 22:47:03'),
(68, 2, 2, '2015-02-10 18:00:00', '2015-02-10 18:00:02'),
(69, 2, 36, '2015-02-10 18:00:02', '2015-02-10 18:44:02'),
(70, 2, 3, '2015-02-10 18:44:02', '2015-02-10 18:44:03'),
(71, 2, 2, '2015-02-11 18:00:00', '2015-02-11 18:00:02'),
(72, 5, 0, '2015-02-11 18:00:00', '2015-02-11 18:01:00'),
(73, 6, 0, '2015-02-11 18:00:00', '2015-02-11 18:01:00'),
(74, 2, 36, '2015-02-11 18:00:02', '2015-02-11 18:44:02'),
(75, 5, 1, '2015-02-11 18:01:00', '2015-02-11 18:01:02'),
(76, 6, 2, '2015-02-11 18:01:00', '2015-02-11 18:01:02'),
(77, 6, 10, '2015-02-11 18:01:02', '2015-02-11 18:02:02'),
(78, 6, 11, '2015-02-11 18:02:02', '2015-02-11 18:10:08'),
(79, 6, 12, '2015-02-11 18:10:08', '2015-02-11 18:22:07'),
(80, 6, 13, '2015-02-11 18:22:07', '2015-02-11 18:52:08'),
(81, 2, 3, '2015-02-11 18:44:02', '2015-02-11 18:44:03'),
(82, 6, 14, '2015-02-11 18:52:08', '2015-02-11 19:20:07'),
(83, 4, 2, '2015-02-11 19:00:00', '2015-02-11 19:00:02'),
(84, 4, 32, '2015-02-11 19:00:02', '2015-02-11 19:24:02'),
(85, 6, 15, '2015-02-11 19:20:07', '2015-02-11 19:38:07'),
(86, 4, 33, '2015-02-11 19:24:02', '2015-02-11 20:24:02'),
(87, 6, 3, '2015-02-11 19:38:07', '2015-02-11 19:38:09'),
(88, 8, 0, '2015-02-11 20:00:00', '2015-02-11 20:02:00'),
(89, 7, 2, '2015-02-11 20:00:00', '2015-02-11 20:00:01'),
(90, 7, 11, '2015-02-11 20:00:01', '2015-02-11 20:12:01'),
(91, 8, 2, '2015-02-11 20:02:00', '2015-02-11 20:02:01'),
(92, 8, 10, '2015-02-11 20:02:01', '2015-02-11 20:03:01'),
(93, 8, 11, '2015-02-11 20:03:01', '2015-02-11 20:11:07'),
(94, 8, 12, '2015-02-11 20:11:07', '2015-02-11 20:23:07'),
(95, 7, 12, '2015-02-11 20:12:01', '2015-02-11 20:25:01'),
(96, 8, 13, '2015-02-11 20:23:07', '2015-02-11 20:53:07'),
(97, 4, 3, '2015-02-11 20:24:02', '2015-02-11 20:24:03'),
(98, 7, 4, '2015-02-11 20:25:01', '2015-02-11 20:25:02'),
(99, 8, 14, '2015-02-11 20:53:07', '2015-02-11 21:21:07'),
(100, 8, 15, '2015-02-11 21:21:07', '2015-02-11 21:39:06'),
(101, 8, 3, '2015-02-11 21:39:06', '2015-02-11 21:39:08'),
(102, 4, 2, '2015-02-12 19:00:00', '2015-02-12 19:00:02'),
(103, 4, 33, '2015-02-12 19:00:02', '2015-02-12 20:00:02'),
(104, 7, 0, '2015-02-12 20:00:00', '2015-02-12 20:03:00'),
(105, 6, 2, '2015-02-12 20:00:00', '2015-02-12 20:00:02'),
(106, 7, 2, '2015-02-12 20:00:00', '2015-02-12 20:00:01'),
(107, 7, 12, '2015-02-12 20:00:01', '2015-02-12 20:13:01'),
(108, 4, 3, '2015-02-12 20:00:02', '2015-02-12 20:00:03'),
(109, 6, 15, '2015-02-12 20:00:02', '2015-02-12 20:32:02'),
(110, 7, 2, '2015-02-12 20:03:00', '2015-02-12 20:03:00'),
(111, 7, 10, '2015-02-12 20:03:00', '2015-02-12 20:04:00'),
(112, 7, 11, '2015-02-12 20:04:00', '2015-02-12 20:16:00'),
(113, 7, 4, '2015-02-12 20:13:01', '2015-02-12 20:13:02'),
(114, 7, 4, '2015-02-12 20:16:00', '2015-02-12 20:16:02'),
(115, 6, 20, '2015-02-12 20:32:02', '2015-02-12 20:36:02'),
(116, 6, 21, '2015-02-12 20:36:02', '2015-02-12 20:48:02'),
(117, 6, 22, '2015-02-12 20:48:02', '2015-02-12 21:18:02'),
(118, 6, 23, '2015-02-12 21:18:02', '2015-02-12 21:46:02'),
(119, 6, 24, '2015-02-12 21:46:02', '2015-02-12 22:34:02'),
(120, 6, 3, '2015-02-12 22:34:02', '2015-02-12 22:34:03'),
(121, 7, 2, '2015-02-13 14:00:00', '2015-02-13 14:00:02'),
(122, 7, 12, '2015-02-13 14:00:02', '2015-02-13 14:13:02'),
(123, 7, 13, '2015-02-13 14:13:02', '2015-02-13 14:25:02'),
(124, 7, 4, '2015-02-13 14:25:02', '2015-02-13 14:25:03'),
(125, 9, 0, '2015-02-15 21:00:00', '2015-02-15 21:03:00'),
(126, 9, 2, '2015-02-15 21:03:00', '2015-02-15 21:03:02'),
(127, 9, 10, '2015-02-15 21:03:02', '2015-02-15 21:04:02'),
(128, 9, 11, '2015-02-15 21:04:02', '2015-02-15 21:16:02'),
(129, 9, 4, '2015-02-15 21:16:02', '2015-02-15 21:16:04'),
(130, 2, 2, '2015-02-17 21:00:00', '2015-02-17 21:00:01'),
(131, 2, 2, '2015-02-17 21:00:00', '2015-02-17 21:00:01'),
(132, 2, 36, '2015-02-17 21:00:01', '2015-02-17 21:24:01'),
(133, 2, 45, '2015-02-17 21:00:01', '2015-02-17 21:24:01'),
(134, 2, 40, '2015-02-17 21:24:01', '2015-02-17 21:34:01'),
(135, 2, 46, '2015-02-17 21:24:01', '2015-02-17 21:34:01'),
(136, 2, 41, '2015-02-17 21:34:01', '2015-02-17 21:46:01'),
(137, 2, 50, '2015-02-17 21:34:01', '2015-02-17 21:46:01'),
(138, 2, 42, '2015-02-17 21:46:01', '2015-02-17 22:02:01'),
(139, 2, 51, '2015-02-17 21:46:01', '2015-02-17 22:02:01'),
(140, 2, 43, '2015-02-17 22:02:01', '2015-02-17 22:28:01'),
(141, 2, 52, '2015-02-17 22:02:01', '2015-02-17 22:28:01'),
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(144, 2, 45, '2015-02-17 22:46:01', '2015-02-17 23:16:01'),
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(146, 2, 3, '2015-02-17 23:16:01', '2015-02-17 23:16:02'),
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(151, 6, 24, '2015-02-19 14:00:02', '2015-02-19 14:18:02'),
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(157, 6, 26, '2015-02-19 14:41:02', '2015-02-19 14:55:02'),
(158, 6, 34, '2015-02-19 14:41:02', '2015-02-19 14:55:02'),
(159, 8, 26, '2015-02-19 14:41:02', '2015-02-19 14:55:02'),
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(163, 6, 31, '2015-02-19 15:03:02', '2015-02-19 15:15:02'),
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(166, 6, 32, '2015-02-19 15:15:02', '2015-02-19 15:39:02'),
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(169, 8, 3, '2015-02-19 15:39:02', '2015-02-19 15:39:03'),
(170, 6, 3, '2015-02-19 15:47:02', '2015-02-19 15:47:03'),
(171, 6, 2, '2015-02-20 19:00:00', '2015-02-20 19:00:02'),
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(176, 6, 36, '2015-02-21 19:00:02', '2015-02-21 19:44:02'),
(177, 8, 32, '2015-02-21 19:00:02', '2015-02-21 19:24:02'),
(178, 8, 33, '2015-02-21 19:24:02', '2015-02-21 20:24:02'),
(179, 6, 3, '2015-02-21 19:44:02', '2015-02-21 19:44:03'),
(180, 8, 3, '2015-02-21 20:24:02', '2015-02-21 20:24:03'),
(181, 8, 2, '2015-02-22 21:00:00', '2015-02-22 21:00:02'),
(182, 8, 33, '2015-02-22 21:00:02', '2015-02-22 22:00:02'),
(183, 10, 0, '2015-02-22 22:00:00', '2015-02-22 22:03:00'),
(184, 8, 3, '2015-02-22 22:00:02', '2015-02-22 22:00:03'),
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(186, 10, 10, '2015-02-22 22:03:02', '2015-02-22 22:04:02'),
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(189, 11, 0, '2015-03-01 13:00:00', '2015-03-01 13:01:00'),
(190, 12, 0, '2015-03-01 13:00:00', '2015-03-01 13:01:00'),
(191, 14, 0, '2015-03-01 13:00:00', '2015-03-01 13:02:00'),
(192, 11, 1, '2015-03-01 13:01:00', '2015-03-01 13:01:02'),
(193, 12, 2, '2015-03-01 13:01:00', '2015-03-01 13:01:02'),
(194, 12, 10, '2015-03-01 13:01:02', '2015-03-01 13:02:02'),
(195, 14, 2, '2015-03-01 13:02:00', '2015-03-01 13:02:01'),
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INSERT INTO `users` (`userID`, `name`, `jobID`, `level`, `exp`, `gold`, `deleted_at`, `birth`, `areaID`) VALUES
(1, 'カンジ', 0, 0, 0, 0, '2015/2/1 20:02:02', '1995/4/3', 23),
(2, 'シュン', 1, 5, 10340, 5530, NULL, '1980/10/19', 23),
(3, 'シオリ', 3, 1, 1030, 940, NULL, '1978/4/21', 14),
(4, 'さゆり', 4, 4, 4040, 3950, NULL, '1980/10/2', 13),
(5, 'さやか', 0, 0, 0, 0, '2015/2/11 18:01:02', '1996/11/1', 34),
(6, 'サキ', 2, 3, 3020, 2930, NULL, '1981/6/16', 14),
(7, 'サオリ', 3, 1, 1030, 940, NULL, '1972/7/20', 11),
(8, 'けんぞう', 4, 3, 3040, 2950, NULL, '1995/10/1', 20),
(9, 'ケンジ', 1, 1, 0, 10, NULL, '1990/7/31', 12),
(10, 'ケンイチ', 2, 1, 0, 10, NULL, '1982/5/16', 41),
(11, 'キスケ', 0, 0, 0, 0, '2015/3/1 13:01:02', '1972/11/25', 26),
(12, 'しゅんじ', 1, 3, 3010, 2920, NULL, '1998/10/13', 13),
(13, 'せいじ', 1, 1, 1010, 920, NULL, '1989/2/1', 40),
(14, 'ソウタ', 2, 3, 3020, 2930, NULL, '2003/5/11', 14),
(15, 'たまき', 0, 0, 0, 0, '2015/3/11 18:01:02', '1994/12/4', 21),
(16, 'つとむ', 2, 3, 3020, 2930, NULL, '1990/1/13', 13),
(17, 'テッペイ', 1, 1, 0, 0, NULL, '1971/12/17', 11),
(18, 'マユコ', 2, 3, 3020, 2930, NULL, '1993/8/25', 14),
(19, 'みつひろ', 3, 1, 0, 10, NULL, '1971/1/17', 38),
(20, 'ミュウ', 4, 1, 0, 10, NULL, '1974/8/10', 40),
(21, 'ミライ', 0, 0, 0, 0, '2015/3/1 21:01:01', '1999/12/31', 8),
(22, 'フミエ', 2, 3, 3020, 2930, NULL, '1982/6/12', 13),
(23, 'めぐみ', 3, 1, 1030, 940, NULL, '1967/7/25', 27),
(24, 'えーじ', 4, 3, 3040, 2950, NULL, '1994/8/10', 10),
(25, 'えりか', 0, 0, 0, 0, '2015/3/11 18:01:02', '1972/8/21', 14),
(26, 'かおり', 2, 3, 3020, 2930, NULL, '1950/12/2', 13),
(27, 'かおる', 3, 1, 1030, 940, NULL, '1987/12/23', 4),
(28, 'かずき', 4, 3, 3040, 2950, NULL, '1987/7/14', 13),
(29, 'ナオト', 4, 1, 0, 10, NULL, '1988/6/5', 26),
(30, 'ノリコ', 1, 1, 0, 10, NULL, '1999/6/9', 2),
(31, 'ハルカ', 0, 0, 0, 0, '2015/4/1 20:02:02', '1975/1/6', 12),
(32, 'ひでき', 3, 3, 3030, 2940, NULL, '1991/12/15', 13),
(33, 'ひろみ', 2, 1, 1020, 930, NULL, '1979/7/13', 40),
(34, 'マサユキ', 1, 3, 3010, 2920, NULL, '1981/4/24', 14),
(35, 'まさよし', 0, 0, 0, 0, '2015/4/1 20:02:02', '1991/9/4', 12),
(36, 'マヒル', 8, 3, 3080, 2990, NULL, '1971/10/25', 12),
(37, 'まひる', 1, 1, 1010, 920, NULL, '1978/12/15', 29),
(38, 'ゆう', 1, 3, 3010, 2920, NULL, '1995/8/22', 19),
(39, 'ユキ', 2, 1, 0, 10, NULL, '1970/1/21', 11),
(40, 'ユタカ', 3, 1, 0, 10, NULL, '1982/2/11', 34),
(41, 'ヨーコ', 0, 0, 0, 0, '2015/4/1 20:02:02', '1985/2/4', 12),
(42, 'ようこ', 1, 3, 3010, 2920, NULL, '1982/10/5', 13),
(43, 'よねぞう', 2, 1, 1020, 930, NULL, '2006/7/15', 21),
(44, 'リオ', 3, 3, 3030, 2940, NULL, '2001/3/31', 13),
(45, 'ロクロウ', 0, 0, 0, 0, '2015/4/11 18:01:02', '1998/7/23', 12),
(46, 'あおい', 1, 3, 3010, 2920, NULL, '1990/2/1', 39),
(47, 'あき', 2, 1, 1020, 930, NULL, '1994/1/14', 8),
(48, 'あやめ', 3, 3, 3030, 2940, NULL, '1989/10/31', 14),
(49, 'たかし', 1, 1, 0, 10, NULL, '1989/2/1', 13),
(50, 'まなぶ', 2, 1, 0, 10, NULL, '2003/5/11', 12),
(51, 'フウコ', 0, 0, 0, 0, '2015/5/1 13:01:00', '1995/4/3', 23),
(52, 'カゲトラ', 1, 3, 3010, 2920, NULL, '1980/10/19', 23),
(53, 'ともとも', 3, 1, 1030, 940, NULL, '1978/4/21', 14),
(54, 'やまじ', 4, 3, 3040, 2950, NULL, '1980/10/2', 13),
(55, 'さんかく', 0, 0, 0, 0, '2015/5/11 18:01:02', '1996/11/1', 34),
(56, 'みたらし', 2, 3, 3020, 2930, NULL, '1981/6/16', 14),
(57, 'アップル', 3, 1, 1030, 940, NULL, '1972/7/20', 11),
(58, 'ママママ', 4, 3, 3040, 2950, NULL, '1995/10/1', 20),
(59, 'ハナゲ', 1, 1, 0, 10, NULL, '1990/7/31', 12),
(60, 'たどころ', 2, 1, 0, 10, NULL, '1982/5/16', 41),
(61, 'シラバス', 0, 0, 0, 0, '2015/5/1 21:01:01', '1972/11/25', 26),
(62, '磯子', 1, 3, 3010, 2920, NULL, '1998/10/13', 13),
(63, '保土ヶ谷', 1, 1, 1010, 920, NULL, '1989/2/1', 40),
(64, '山梨', 2, 3, 3020, 2930, NULL, '2003/5/11', 14),
(65, 'ハヤマー', 0, 0, 0, 0, '2015/5/11 18:01:02', '1994/12/4', 21),
(66, 'さむかわ', 2, 3, 3020, 2930, NULL, '1990/1/13', 13),
(67, 'いそいそ', 1, 1, 1010, 920, NULL, '1971/12/17', 11),
(68, 'ナカイ', 2, 3, 3020, 2930, NULL, '1993/8/25', 14),
(69, 'トナカイ', 3, 1, 0, 10, NULL, '1971/1/17', 38),
(70, 'カタツムリ', 4, 1, 0, 10, NULL, '1974/8/10', 40),
(71, 'サファリ', 0, 0, 0, 0, '2015/4/1 20:02:02', '1999/12/31', 8),
(72, '山北', 2, 3, 3020, 2930, NULL, '1982/6/12', 13),
(73, 'ハッコ', 3, 1, 1030, 940, NULL, '1967/7/25', 27),
(74, 'まつる', 4, 3, 3040, 2950, NULL, '1994/8/10', 10),
(75, 'マリコ', 0, 0, 0, 0, '2015/4/11 18:01:02', '1972/8/21', 14),
(76, 'ミキミキ', 2, 3, 3020, 2930, NULL, '1950/12/2', 13),
(77, 'キヨスケ', 3, 1, 1030, 940, NULL, '1987/12/23', 4),
(78, 'うおーず', 4, 3, 3040, 2950, NULL, '1987/7/14', 13),
(79, 'なめりか', 4, 1, 0, 10, NULL, '1988/6/5', 26),
(80, 'くろべえ', 1, 1, 0, 10, NULL, '1999/6/9', 2),
(81, 'となみ', 0, 0, 0, 0, '2015/6/1 13:01:02', '1975/1/6', 12),
(82, 'おやべ', 3, 3, 3030, 2940, NULL, '1991/12/15', 13),
(83, 'なんと', 2, 1, 1020, 930, NULL, '1979/7/13', 40),
(84, 'かーご', 1, 3, 3010, 2920, NULL, '1981/4/24', 14),
(85, 'かのや', 0, 0, 0, 0, '2015/6/11 18:01:02', '1991/9/4', 12),
(86, 'まくら', 8, 3, 3080, 2990, NULL, '1971/10/25', 12),
(87, 'あくね', 1, 1, 1010, 920, NULL, '1978/12/15', 29),
(88, 'イズミ', 1, 3, 3010, 2920, NULL, '1995/8/22', 19),
(89, 'イブスキー', 2, 1, 0, 10, NULL, '1970/1/21', 11),
(90, 'ウエスト', 3, 1, 0, 10, NULL, '1982/2/11', 34),
(91, 'キムタク', 0, 0, 0, 0, '2015/6/1 21:01:01', '1985/2/4', 12),
(92, 'テイラー', 1, 3, 3010, 2920, NULL, '1982/10/5', 13),
(93, 'ミッキー', 2, 1, 1020, 930, NULL, '2006/7/15', 21),
(94, 'ピンキー', 3, 3, 3030, 2940, NULL, '2001/3/31', 13),
(95, 'ダイゾウ', 0, 0, 0, 0, '2015/6/11 18:01:02', '1998/7/23', 12),
(96, 'きりしま', 1, 3, 3010, 2920, NULL, '1990/2/1', 39),
(97, 'あまみ', 2, 1, 1020, 930, NULL, '1994/1/14', 8),
(98, 'ナカムラ', 3, 3, 3030, 2940, NULL, '1989/10/31', 14),
(99, 'アイラ', 1, 1, 0, 10, NULL, '1989/2/1', 13),
(100, 'シュカ', 2, 1, 0, 10, NULL, '2003/5/11', 12);

INSERT INTO `events` (
`eventID`, `event_title`, `event_stage`, `event_summary`, `event_url`, `increase_exp`, `increase_gold`) VALUES
(0,'システム',0,'登録','rpg/system/0/regist',0,0),
(1,'システム',0,'登録解除','rpg/system/0/deregist',0,0),
(2,'システム',0,'ログイン','rpg/system/0/login',0,0),
(3,'システム',0,'ログアウト','rpg/system/0/logout',0,0),
(4,'システム',0,'タイムアウト','rpg/system/0/timeout',0,0),
(10,'パイザの冒険',1,'タイトル','rpg/paiza/1/title',0,0),
(11,'パイザの冒険',1,'イザの城','rpg/paiza/1/open',0,0),
(12,'パイザの冒険',1,'マイザの町','rpg/paiza/1/town',0,5),
(13,'パイザの冒険',1,'ガイザの森','rpg/paiza/1/field_0',0,0),
(14,'パイザの冒険',1,'パイザの洞窟','rpg/paiza/1/dungeon_0',30,0),
(15,'パイザの冒険',1,'亡霊との闘い','rpg/paiza/1/boss',100,0),
(20,'パイザの冒険',1,'亡霊との会話','rpg/paiza/1/close',0,10),
(21,'パイザの冒険',2,'イスの村','rpg/paiza/2/open',0,5),
(22,'パイザの冒険',2,'ダイスの平原','rpg/paiza/2/field_0',0,0),
(23,'パイザの冒険',2,'ダマスのほこら','rpg/paiza/2/dungeon_0',0,0),
(24,'パイザの冒険',2,'ダダスの荒野','rpg/paiza/2/field',0,0),
(25,'パイザの冒険',2,'ダダロスの廃城','rpg/paiza/2/dungeon_1',300,0),
(26,'パイザの冒険',2,'ダダメシとの闘い','rpg/paiza/2/boss',500,0),
(30,'パイザの冒険',2,'ダダメシとの対話','rpg/paiza/2/close',0,10),
(31,'パイザの冒険',3,'サウスの村','rpg/paiza/3/open',0,3),
(32,'パイザの冒険',3,'サウスの港','rpg/paiza/3/town',0,0),
(33,'パイザの冒険',3,'ザウスの干潟','rpg/paiza/3/field_0',0,0),
(34,'パイザの冒険',3,'ザウルスとの闘い','rpg/paiza/3/enemy',100,20),
(35,'パイザの冒険',3,'ザッパスの洞窟','rpg/paiza/3/dungeon_0',100,0),
(36,'パイザの冒険',3,'ズッポシとの闘い','rpg/paiza/3/boss',600,0),
(40,'パイザの冒険',3,'ズッポシとの対話','rpg/paiza/3/close',0,30),
(41,'パイザの冒険',4,'ダガナの町','rpg/paiza/4/open',0,5),
(42,'パイザの冒険',4,'ダガナの鉱山','rpg/paiza/4/dungeon_0',0,0),
(43,'パイザの冒険',4,'ダガログの墓場','rpg/paiza/4/field_0',0,0),
(44,'パイザの冒険',4,'ダメモドとの闘い','rpg/paiza/4/enemy',400,0),
(45,'パイザの冒険',4,'ダガナログの洞窟','rpg/paiza/4/dungeon_1',0,0),
(46,'パイザの冒険',4,'ダガシカシとの闘い','rpg/paiza/4/boss',800,0),
(50,'パイザの冒険',4,'ダガシカシとの対話','rpg/paiza/4/close',0,50),
(51,'パイザの冒険',5,'ドブログの町','rpg/paiza/5/open',0,15),
(52,'パイザの冒険',5,'シンドロプの荒野','rpg/paiza/5/field_0',0,0),
(53,'パイザの冒険',5,'ブレジネフとの闘い','rpg/paiza/5/enemy',1200,60),
(54,'パイザの冒険',5,'ダルコフスキの荒野','rpg/paiza/5/field_1',0,0),
(55,'パイザの冒険',5,'髑髏王の城','rpg/paiza/5/dungeon_0',0,0),
(56,'パイザの冒険',5,'ドクロオウとの闘い','rpg/paiza/5/boss',3000,100),
(57,'パイザの冒険',5,'ドクロロンとの闘い','rpg/paiza/5/close',3000,300),
(60,'パイザの冒険',6,'イザの城','rpg/paiza/6/open',0,0);

INSERT INTO `jobs` (`jobID`, `job_name`) VALUES
(0,'未定'),
(1,'勇者'),
(2,'戦士'),
(3,'騎士'),
(4,'魔術士'),
(5,'召喚士'),
(6,'錬金術士'),
(7,'歯牙技工士'),
(8,'盗賊'),
(9,'忍者'),
(10,'舞踏家'),
(11,'音楽家'),
(12,'料理研究家'),
(13,'調律師'),
(14,'商人'),
(15,'仙人');

INSERT INTO `area` (`areaID`, `area_name`) VALUES
(1,'北海道'),
(2,'青森県'),
(3,'岩手県'),
(4,'宮城県'),
(5,'秋田県'),
(6,'山形県'),
(7,'福島県'),
(8,'茨城県'),
(9,'栃木県'),
(10,'群馬県'),
(11,'埼玉県'),
(12,'千葉県'),
(13,'東京都'),
(14,'神奈川県'),
(15,'新潟県'),
(16,'富山県'),
(17,'石川県'),
(18,'福井県'),
(19,'山梨県'),
(20,'長野県'),
(21,'岐阜県'),
(22,'静岡県'),
(23,'愛知県'),
(24,'三重県'),
(25,'滋賀県'),
(26,'京都府'),
(27,'大阪府'),
(28,'兵庫県'),
(29,'奈良県'),
(30,'和歌山県'),
(31,'鳥取県'),
(32,'島根県'),
(33,'岡山県'),
(34,'広島県'),
(35,'山口県'),
(36,'徳島県'),
(37,'香川県'),
(38,'愛媛県'),
(39,'高知県'),
(40,'福岡県'),
(41,'佐賀県'),
(42,'長崎県'),
(43,'熊本県'),
(44,'大分県'),
(45,'宮崎県'),
(46,'鹿児島県'),
(47,'沖縄県');

CREATE TABLE `eventlog` (
  `logID` int NOT NULL,
  `userID` int NOT NULL,
  `eventID` int NOT NULL,
  `startTime` datetime NOT NULL,
  `endTime` datetime NOT NULL
);

CREATE TABLE `users` (
  `userID` int NOT NULL,
  `name` varchar(32) NOT NULL,
  `jobID` int NOT NULL,
  `level` int NOT NULL,
  `exp` int NOT NULL,
  `gold` int NOT NULL,
  `deleted_at` DATETIME,
  `birth` DATE NOT NULL,
  `areaID` int NOT NULL
);

CREATE TABLE `events` (
  `eventID` int NOT NULL,
  `event_title` varchar(30) NOT NULL,
  `event_stage` int NOT NULL,
  `event_summary` varchar(100) NOT NULL,
  `event_url` varchar(100) NOT NULL,
  `increase_exp` int NOT NULL,
  `increase_gold` int NOT NULL
);

CREATE TABLE `jobs` (
  `jobID` int NOT NULL,
  `job_name` varchar(15) NOT NULL
);

CREATE TABLE `area` (
  `areaID` int NOT NULL,
  `area_name` varchar(15) NOT NULL
);

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(90, 'ウエスト', 3, 1, 0, 10, NULL, '1982/2/11', 34),
(91, 'キムタク', 0, 0, 0, 0, '2015/6/1 21:01:01', '1985/2/4', 12),
(92, 'テイラー', 1, 3, 3010, 2920, NULL, '1982/10/5', 13),
(93, 'ミッキー', 2, 1, 1020, 930, NULL, '2006/7/15', 21),
(94, 'ピンキー', 3, 3, 3030, 2940, NULL, '2001/3/31', 13),
(95, 'ダイゾウ', 0, 0, 0, 0, '2015/6/11 18:01:02', '1998/7/23', 12),
(96, 'きりしま', 1, 3, 3010, 2920, NULL, '1990/2/1', 39),
(97, 'あまみ', 2, 1, 1020, 930, NULL, '1994/1/14', 8),
(98, 'ナカムラ', 3, 3, 3030, 2940, NULL, '1989/10/31', 14),
(99, 'アイラ', 1, 1, 0, 10, NULL, '1989/2/1', 13),
(100, 'シュカ', 2, 1, 0, 10, NULL, '2003/5/11', 12);

INSERT INTO `events` (
`eventID`, `event_title`, `event_stage`, `event_summary`, `event_url`, `increase_exp`, `increase_gold`) VALUES
(0,'システム',0,'登録','rpg/system/0/regist',0,0),
(1,'システム',0,'登録解除','rpg/system/0/deregist',0,0),
(2,'システム',0,'ログイン','rpg/system/0/login',0,0),
(3,'システム',0,'ログアウト','rpg/system/0/logout',0,0),
(4,'システム',0,'タイムアウト','rpg/system/0/timeout',0,0),
(10,'パイザの冒険',1,'タイトル','rpg/paiza/1/title',0,0),
(11,'パイザの冒険',1,'イザの城','rpg/paiza/1/open',0,0),
(12,'パイザの冒険',1,'マイザの町','rpg/paiza/1/town',0,5),
(13,'パイザの冒険',1,'ガイザの森','rpg/paiza/1/field_0',0,0),
(14,'パイザの冒険',1,'パイザの洞窟','rpg/paiza/1/dungeon_0',30,0),
(15,'パイザの冒険',1,'亡霊との闘い','rpg/paiza/1/boss',100,0),
(20,'パイザの冒険',1,'亡霊との会話','rpg/paiza/1/close',0,10),
(21,'パイザの冒険',2,'イスの村','rpg/paiza/2/open',0,5),
(22,'パイザの冒険',2,'ダイスの平原','rpg/paiza/2/field_0',0,0),
(23,'パイザの冒険',2,'ダマスのほこら','rpg/paiza/2/dungeon_0',0,0),
(24,'パイザの冒険',2,'ダダスの荒野','rpg/paiza/2/field',0,0),
(25,'パイザの冒険',2,'ダダロスの廃城','rpg/paiza/2/dungeon_1',300,0),
(26,'パイザの冒険',2,'ダダメシとの闘い','rpg/paiza/2/boss',500,0),
(30,'パイザの冒険',2,'ダダメシとの対話','rpg/paiza/2/close',0,10),
(31,'パイザの冒険',3,'サウスの村','rpg/paiza/3/open',0,3),
(32,'パイザの冒険',3,'サウスの港','rpg/paiza/3/town',0,0),
(33,'パイザの冒険',3,'ザウスの干潟','rpg/paiza/3/field_0',0,0),
(34,'パイザの冒険',3,'ザウルスとの闘い','rpg/paiza/3/enemy',100,20),
(35,'パイザの冒険',3,'ザッパスの洞窟','rpg/paiza/3/dungeon_0',100,0),
(36,'パイザの冒険',3,'ズッポシとの闘い','rpg/paiza/3/boss',600,0),
(40,'パイザの冒険',3,'ズッポシとの対話','rpg/paiza/3/close',0,30),
(41,'パイザの冒険',4,'ダガナの町','rpg/paiza/4/open',0,5),
(42,'パイザの冒険',4,'ダガナの鉱山','rpg/paiza/4/dungeon_0',0,0),
(43,'パイザの冒険',4,'ダガログの墓場','rpg/paiza/4/field_0',0,0),
(44,'パイザの冒険',4,'ダメモドとの闘い','rpg/paiza/4/enemy',400,0),
(45,'パイザの冒険',4,'ダガナログの洞窟','rpg/paiza/4/dungeon_1',0,0),
(46,'パイザの冒険',4,'ダガシカシとの闘い','rpg/paiza/4/boss',800,0),
(50,'パイザの冒険',4,'ダガシカシとの対話','rpg/paiza/4/close',0,50),
(51,'パイザの冒険',5,'ドブログの町','rpg/paiza/5/open',0,15),
(52,'パイザの冒険',5,'シンドロプの荒野','rpg/paiza/5/field_0',0,0),
(53,'パイザの冒険',5,'ブレジネフとの闘い','rpg/paiza/5/enemy',1200,60),
(54,'パイザの冒険',5,'ダルコフスキの荒野','rpg/paiza/5/field_1',0,0),
(55,'パイザの冒険',5,'髑髏王の城','rpg/paiza/5/dungeon_0',0,0),
(56,'パイザの冒険',5,'ドクロオウとの闘い','rpg/paiza/5/boss',3000,100),
(57,'パイザの冒険',5,'ドクロロンとの闘い','rpg/paiza/5/close',3000,300),
(60,'パイザの冒険',6,'イザの城','rpg/paiza/6/open',0,0);

INSERT INTO `jobs` (`jobID`, `job_name`) VALUES
(0,'未定'),
(1,'勇者'),
(2,'戦士'),
(3,'騎士'),
(4,'魔術士'),
(5,'召喚士'),
(6,'錬金術士'),
(7,'歯牙技工士'),
(8,'盗賊'),
(9,'忍者'),
(10,'舞踏家'),
(11,'音楽家'),
(12,'料理研究家'),
(13,'調律師'),
(14,'商人'),
(15,'仙人');

INSERT INTO `area` (`areaID`, `area_name`) VALUES
(1,'北海道'),
(2,'青森県'),
(3,'岩手県'),
(4,'宮城県'),
(5,'秋田県'),
(6,'山形県'),
(7,'福島県'),
(8,'茨城県'),
(9,'栃木県'),
(10,'群馬県'),
(11,'埼玉県'),
(12,'千葉県'),
(13,'東京都'),
(14,'神奈川県'),
(15,'新潟県'),
(16,'富山県'),
(17,'石川県'),
(18,'福井県'),
(19,'山梨県'),
(20,'長野県'),
(21,'岐阜県'),
(22,'静岡県'),
(23,'愛知県'),
(24,'三重県'),
(25,'滋賀県'),
(26,'京都府'),
(27,'大阪府'),
(28,'兵庫県'),
(29,'奈良県'),
(30,'和歌山県'),
(31,'鳥取県'),
(32,'島根県'),
(33,'岡山県'),
(34,'広島県'),
(35,'山口県'),
(36,'徳島県'),
(37,'香川県'),
(38,'愛媛県'),
(39,'高知県'),
(40,'福岡県'),
(41,'佐賀県'),
(42,'長崎県'),
(43,'熊本県'),
(44,'大分県'),
(45,'宮崎県'),
(46,'鹿児島県'),
(47,'沖縄県');

コード判定結果

実技課題 「月次のアクティブユーザー数を求める」

入力される値

期待する出力値

サブクエリの基本形

参考になるWebサイト

実技課題「月次のアクティブユーザー数を求める」