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Python+MySQL海底捞门店数据分析项目带练

  • 2026-06-30 00:34:55
Python+MySQL海底捞门店数据分析项目带练

Python+MySQL海底捞门店数据分析项目带练

很多同学面试回答都没问题，一问到项目就哑口无言。没做过实战项目直接被刷，真的太可惜了
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给大家整理了Python+MySQL海底捞门店数据分析实战，专为简历加分、面试兜底准备。针对海底捞门店布局乱、运营差距大、服务不精细、区域策略不合适等问题。用数据分析+可视化直观拆解优化
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📌项目核心用处
▪️优化门店布局，选址拓店有数据支撑
▪️分析门店&季节数据，提升运营效率、优化排班程本
▪️深挖用户评价，斤准改善服务、拉高满意度
▪️数据可视化落地，告别经验驱动做决策
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项目难度不高，零基础也能上手。缺简历项目、备战春招的同学自取哦~
#数据分析项目 #python #pandas #numpy #春招 #数据分析我在行 #数据可视化 #项目实战 #数据分析#干货分享

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  140. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000637s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000799s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.001221s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.003832s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000503s ]
  6. SELECT * FROM `set` [ RunTime:0.000217s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000637s ]
  8. SELECT * FROM `article` WHERE `id` = 491419 LIMIT 1 [ RunTime:0.001979s ]
  9. UPDATE `article` SET `lasttime` = 1783077687 WHERE `id` = 491419 [ RunTime:0.010531s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.006570s ]
  11. SELECT * FROM `article` WHERE `id` < 491419 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001482s ]
  12. SELECT * FROM `article` WHERE `id` > 491419 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000990s ]
  13. SELECT * FROM `article` WHERE `id` < 491419 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.006210s ]
  14. SELECT * FROM `article` WHERE `id` < 491419 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.016917s ]
  15. SELECT * FROM `article` WHERE `id` < 491419 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.009207s ]
0.155779s