SQL入門編2:クロス集計してみよう

#10:クロス集計してみよう

-- クロス集計
SELECT
	startTime,
	eventlog.userID,
	users.level
FROM eventlog
	INNER JOIN users ON users.userID = eventlog.userID;

-- 所持金で分類してクロス集計
SELECT
	日付,
	finance
FROM ( SELECT DISTINCT
	DATE_FORMAT(startTime, '%Y%m') AS 日付,
	eventlog.userID,
	(CASE
		WHEN gold >= 3000 THEN "大金持ち"
		WHEN gold >= 1000 THEN "小金持ち"
		ELSE "発展途上"
	END) AS finance
	FROM eventlog
		INNER JOIN users ON users.userID = eventlog.userID
	) AS クラス分け

この動画を見るにはpaizaの会員登録が必要です

無料会員登録して始める

★ 実技1

実技課題「ユーザーの財務状況をクロス集計する」

右側のコードエリアのSQLは、サンプルデータベースのeventlogテーブルから、userIDと所持金をfinanceというカラムに分類して、下記のようにサブクエリで表示します。

- 所持金が3000以上：大金持ち
- 所持金が1000以上：小金持ち
- 所持金が1000未満：発展途上

外側のSQLに「大金持ち」「小金持ち」「発展途上」というカラムを追加して、クロス集計表を作ってください。

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

日付	大金持ち	小金持ち	発展途上
201502	2	2	6
201503	1	8	10
201504	0	8	10

ここでは、オンラインRPGのイベントログから、クロス集計表を作ります。SQLでクロス集計を作るには、これまで学習してきた、サブクエリやCASEといった、いくつかのテクニックを組み合わせる必要があります。

クロス集計表を作る手順

1. クロス集計の元になるデータを用意する
2. サブクエリとして読み込む
3. CASEで、特定の値だったら1にする。このとき別名を、特定の値と同じにする

CASE WHEN クラス = "初級" THEN 1 ELSE NULL END AS "初級",
CASE WHEN クラス = "中級" THEN 1 ELSE NULL END AS "中級",
CASE WHEN クラス = "上級" THEN 1 ELSE NULL END AS "上級"

4. SUM関数とGROUP BYで集計する

参考になるWebサイト

MySQLでクロス集計してみた | トーハム紀行
http://torhamzedd.blogspot.jp/2010/06/mysql.html

有料プランで現役エンジニアに相談可能！

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 > クロス集計してみよう

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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'),
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(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'),
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(33, 2, 2, '2015-02-02 22:00:00', '2015-02-02 22:00:02'),
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(35, 2, 20, '2015-02-02 22:32:02', '2015-02-02 22:36:02'),
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(37, 2, 22, '2015-02-02 22:48:02', '2015-02-02 23:18:02'),
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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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(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 「ユーザーの財務状況をクロス集計する」

入力される値

期待する出力値

クロス集計表を作る手順

参考になるWebサイト

実技課題「ユーザーの財務状況をクロス集計する」