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速存!Python泡泡玛特数据可视化手把手教学

  • 2026-02-05 10:56:22
速存!Python泡泡玛特数据可视化手把手教学

速存！Python泡泡玛特数据可视化手把手教学

宝子们！谁懂啊😭 面试的时候最慌的就是没项目经验、缺业务思维，面试官一问业务场景就卡壳！

今天给大家分享一个超适合补作品集、练业务思维的案例 —— 泡泡玛特多维度数据分析，做进作品集里还超有话题度，面试直接加分！

我们做了 6 大类全维度拆解，把泡泡玛特的用户和舆论扒得明明白白👇
✅ 地域分布：看看哪里的小伙伴最爱追泡泡玛特
✅ 话题点赞 & 评论热度趋势：掌握话题火不火、什么时候最出圈
✅ 时段特征：摸清用户活跃的黄金时段
✅ 舆论情感：判断大家对泡泡玛特是好评多还是吐槽多
✅ 用户性别占比：定位核心客群是小哥哥还是小姐姐
✅ 评论关键词：挖出用户最关心的点（比如款式、隐藏款、性价比）

通过这些分析，能精准洞察用户行为、舆论趋势和话题传播规律，给运营决策做支撑，后续做活动、推新品都有方向！

关键是这个项目难度一点都不高，新手也能跟上，缺项目经验的宝赶紧码住～

#数据分析 #数据分析项目 #数据可视化 #python #SQL数据库

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广西,2026年1月12日 10:14,
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  137. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-template/src/template/driver/File.php ( 2.41 KB )
  138. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  139. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/runtime/temp/067d451b9a0c665040f3f1bdd3293d68.php ( 11.98 KB )
  140. /yingpanguazai/ssd/ssd1/www/f.mffb.com.cn/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000486s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000677s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000354s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000279s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000482s ]
  6. SELECT * FROM `set` [ RunTime:0.000198s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000624s ]
  8. SELECT * FROM `article` WHERE `id` = 462552 LIMIT 1 [ RunTime:0.002889s ]
  9. UPDATE `article` SET `lasttime` = 1770540773 WHERE `id` = 462552 [ RunTime:0.008846s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000296s ]
  11. SELECT * FROM `article` WHERE `id` < 462552 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.004840s ]
  12. SELECT * FROM `article` WHERE `id` > 462552 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.002374s ]
  13. SELECT * FROM `article` WHERE `id` < 462552 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.010289s ]
  14. SELECT * FROM `article` WHERE `id` < 462552 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.036730s ]
  15. SELECT * FROM `article` WHERE `id` < 462552 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.040857s ]
0.192442s