我在使用mysql查询时遇到了问题,无法根据订单频率获取一些客户统计数据。
我得到了以下标准:
在过去12个月内订购。
订购三次或更多。
订单间隔不到2个月
我能做的前两件事没问题,这是最后一件。它还需要考虑以下因素:
客户可能是新客户,并且在6个月前才首次购买(例如),并且需要从该点开始计算。
到目前为止,我的情况是:
SELECT c.customers_id, c.customers_firstname, c.customers_email_address,
b.biggestOrder AS largest_single_order_in_range,
b.orders_id AS largest_single_order_id,
COUNT(o.orders_id) AS order_count_total,
MAX(o.date_purchased) AS last_order_date,
MIN(o.date_purchased) AS first_order_date
FROM orders o
LEFT JOIN orders_total ot ON ot.orders_id = o.orders_id
LEFT JOIN customers c ON c.customers_id = o.customers_id
LEFT JOIN (
SELECT o2.customers_id, o2.orders_id,
MAX(ot2.`value`) AS biggestOrder
FROM orders_total ot2
LEFT JOIN orders o2 ON o2.orders_id = ot2.orders_id
WHERE
ot2.class = 'ot_subtotal' AND o2.orders_status = 3
GROUP BY
o2.customers_id
) b ON b.customers_id = c.customers_id
WHERE
ot.class = 'ot_subtotal' AND o.orders_status = 3
GROUP BY
b.customers_id
HAVING
last_order_date >= DATE_SUB(NOW(), INTERVAL 12 MONTH)
ORDER BY
last_order_date DESC
--添加了表创建(下面是示例数据/插入):
CREATE TABLE `orders` (
`orders_id` int(11) NOT NULL AUTO_INCREMENT,
`customers_id` int(11) NOT NULL,
`last_modified` datetime DEFAULT NULL,
`date_purchased` datetime DEFAULT NULL,
`orders_status` int(5) NOT NULL,
PRIMARY KEY (`orders_id`),
KEY `idx_orders_customers_id` (`customers_id`),
KEY `idx_orders_status` (`orders_status`) USING BTREE
) ENGINE=MyISAM DEFAULT CHARSET=utf8 COLLATE=utf8_unicode_ci;
CREATE TABLE `orders_total` (
`orders_total_id` int(10) unsigned NOT NULL AUTO_INCREMENT,
`orders_id` int(11) NOT NULL,
`value` decimal(15,4) NOT NULL,
`class` varchar(32) CHARACTER SET latin1 NOT NULL,
PRIMARY KEY (`orders_total_id`),
KEY `idx_orders_total_orders_id` (`orders_id`),
KEY `idx_class` (`class`) USING BTREE
) ENGINE=MyISAM DEFAULT CHARSET=utf8;
CREATE TABLE `customers` (
`customers_id` int(11) NOT NULL AUTO_INCREMENT,
`customers_firstname` varchar(255) COLLATE utf8_unicode_ci NOT NULL,
`customers_email_address` varchar(255) COLLATE utf8_unicode_ci NOT NULL,
PRIMARY KEY (`customers_id`),
KEY `idx_customers_email_address` (`customers_email_address`)
) ENGINE=MyISAM DEFAULT CHARSET=utf8 COLLATE=utf8_unicode_ci;
更新:这很接近,但并不准确(下面的代码片段不完整,但会添加到顶部的查询中)。
SELECT ...., COUNT(DISTINCT MONTH(o.date_purchased)) AS month_count
....
HAVING month_count >= 6
但这只会确保在1个月x 6个月内至少下了1个订单,这可能会给出前6个月的结果一个订单已经下了,然后剩下的6个月内什么都没有,还将排除第一个订单不到6个月前的客户。
1条答案
按热度按时间wwwo4jvm1#
在现有查询中,添加
子查询将遵循以下逻辑
我不使用mysql,所以我不会假装知道语法。