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Python 双十一数据分析
2026-06-30 23:18:27
Python 双十一数据分析
一、项目整体介绍
1. 分析目标
整体大盘:总销售额、订单量、客单价、时间分布趋势
用户分层:新老用户消费差异、高价值用户画像
商品维度:品类销量 / 销售额排行、价格段分布、爆款商品挖掘
营销维度:优惠券、满减对成交的影响 输出可视化图表 + 可落地运营结论
2. 所需库
3. 模拟数据集
二、数据清洗(核心预处理步骤)
三、多维数据分析 + 可视化
3.1 大盘时间趋势分析(每日销售额走势)
3.2 分时段成交分布(24 小时下单高峰)
3.3 各品类销售额 & 订单量对比
3.4 新老用户消费对比
3.5 价格段销量分布
3.6 优惠力度对成交单价影响
四、数据结论输出
五、业务落地运营建议
1、流量投放
每日峰值集中在 11.11 当天,24 点 / 20 点为下单高峰,广告、直播间资源倾斜这两个时段;
2、品类运营
销冠品类持续备货,搭配低价零食 / 家居做引流款,高价 3C 作为利润款拉高整体 GMV;
3、用户运营
老用户贡献 65% 以上订单,提前发放老客专属大额优惠券;针对新用户设置首单立减活动提升拉新转化;
4、价格策略
主推 50-200 元中价商品,搭配少量低价引流款,避免纯低价内卷压缩利润;
5、营销优惠
30/50 元档位优惠券带动成交提升明显,大促重点投放该梯度满减。
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CONNECT:[ UseTime:0.006804s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001641s ]
SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000512s ]
SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000642s ]
SHOW FULL COLUMNS FROM `set` [ RunTime:0.001164s ]
SELECT * FROM `set` [ RunTime:0.000401s ]
SHOW FULL COLUMNS FROM `article` [ RunTime:0.001026s ]
SELECT * FROM `article` WHERE `id` = 501288 LIMIT 1 [ RunTime:0.004458s ]
UPDATE `article` SET `lasttime` = 1783051238 WHERE `id` = 501288 [ RunTime:0.002976s ]
SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000396s ]
SELECT * FROM `article` WHERE `id` < 501288 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000827s ]
SELECT * FROM `article` WHERE `id` > 501288 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.004008s ]
SELECT * FROM `article` WHERE `id` < 501288 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.008166s ]
SELECT * FROM `article` WHERE `id` < 501288 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.005162s ]
SELECT * FROM `article` WHERE `id` < 501288 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.007659s ]
0.150608s