├── appendix
    ├── README.md
    └── 2017.05~2019.09 微博 TOP 100 热搜词.md
├── Rossmann Store Sales
    └── README.md
└── README.md


/appendix/README.md:
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1 | 
2 | 


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/Rossmann Store Sales/README.md:
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1 | 
2 | **Reference**：https://github.com/entron/entity-embedding-rossmann
3 | 


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/README.md:
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 1 | 
 2 | # Data-Competition
 3 | Including Data Competition notes, top solution analysis etc.
 4 | 
 5 | ## Data competition From 0 to 1
 6 | - [Data competition From 0 to 1 Part I: Credit Fraud Detector](https://lambda-xmu.club/2018/08/15/Data-competition-From-0-to-1-Part-I/#1-data-competition-introduction)
 7 |   - EDA(Exploratory Data Analysis)
 8 |   - Unbalance
 9 |   - Metrics
10 |   - Resampling
11 |   - Cross Validation
12 | - [Data competition From 0 to 1 Part II: Feature Engineering](https://lambda-xmu.club/2018/08/22/Data-competition-From-0-to-1-Part-II/)
13 | - [Data competition From 0 to 1 Part II: Feature Engineering(补充)](http://lambda-xmu.club/2018/08/31/Data-competition-From-0-to-1-Part-II(%E8%A1%A5%E5%85%85)/)
14 | - [Data competition From 0 to 1 Part III: Rossmann Store Sales](http://lambda-xmu.club/2018/09/21/Data-competition-From-0-to-1-Part-III/)
15 |   - EDA
16 |   - Entity Embedding
17 | 
18 | ## EDA & Baseline
19 | - [2019 CCF Work Piece EDA Part1](http://lambda-xmu.club/2018/08/25/2019CCF-Work-Piece-EDA/)
20 | - [2019 CCF Work Piece EDA Part2](http://lambda-xmu.club/2018/09/04/2019CCF-Work-Piece-EDA-Part2/)
21 | - [2019 CCF Car Sale EDA](http://lambda-xmu.club/2018/08/27/2019CCF-Car-Sales-EDA/)
22 | 
23 | 
24 | ## Utility
25 | - [Numba Tutorial: Speed Up Python Code](http://lambda-xmu.club/2018/08/20/Speed-Up-Python-Code/)
26 | 
27 | 
28 | # 做点好玩的
29 | - [微博热搜挖掘（Part I）](http://lambda-xmu.club/2018/09/11/%E5%BE%AE%E5%8D%9A%E7%83%AD%E6%90%9C%E6%8C%96%E6%8E%98-Part-I/)
30 | - [微博热搜挖掘（Part II）](https://lambda-xmu.club/2018/09/14/%E5%BE%AE%E5%8D%9A%E7%83%AD%E6%90%9C%E6%8C%96%E6%8E%98-Part-II/)
31 | - [微博、头条、抖音热搜比较](http://lambda-xmu.club/2018/09/16/%E5%BE%AE%E5%8D%9A-%E5%A4%B4%E6%9D%A1-%E6%8A%96%E9%9F%B3%E7%83%AD%E6%90%9C%E6%AF%94%E8%BE%83/)
32 | 
33 | 
34 | 


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/appendix/2017.05~2019.09 微博 TOP 100 热搜词.md:
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  1 | <p class="title" style="font-size: 18px; font-weight:bold;" > 2017.05~2019.09 微博 TOP 100 热搜词</p>
  2 | <p class="subtitle" style="font-size: 12px;" > </p>
  3 |     <table class="fl-table">
  4 |     <tr>
  5 |         <th>TOP</th>
  6 |         <th>时间</th>
  7 |         <th>热搜词</th>
  8 |         <th>搜索指数</th>
  9 |     </tr>
 10 |     <tr>
 11 |         <td>1</td>
 12 |         <td>2019-06-27</td>
 13 |         <td>范冰冰李晨分手</td>
 14 |         <td>39756105</td>
 15 |     </tr>
 16 |     <tr>
 17 |         <td>2</td>
 18 |         <td>2018-12-22</td>
 19 |         <td>刘恺威杨幂离婚</td>
 20 |         <td>22997287</td>
 21 |     </tr>
 22 |     <tr>
 23 |         <td>3</td>
 24 |         <td>2019-07-28</td>
 25 |         <td>马伊琍文章离婚</td>
 26 |         <td>21485629</td>
 27 |     </tr>
 28 |     <tr>
 29 |         <td>4</td>
 30 |         <td>2019-06-06</td>
 31 |         <td>林志玲结婚</td>
 32 |         <td>19535153</td>
 33 |     </tr>
 34 |     <tr>
 35 |         <td>5</td>
 36 |         <td>2017-10-08</td>
 37 |         <td>鹿晗关晓彤</td>
 38 |         <td>17640667</td>
 39 |     </tr>
 40 |     <tr>
 41 |         <td>6</td>
 42 |         <td>2019-06-27</td>
 43 |         <td>宋慧乔宋仲基离婚</td>
 44 |         <td>17258349</td>
 45 |     </tr>
 46 |     <tr>
 47 |         <td>7</td>
 48 |         <td>2018-10-29</td>
 49 |         <td>李咏去世</td>
 50 |         <td>16668955</td>
 51 |     </tr>
 52 |     <tr>
 53 |         <td>8</td>
 54 |         <td>2018-10-16</td>
 55 |         <td>赵丽颖冯绍峰结婚</td>
 56 |         <td>16574798</td>
 57 |     </tr>
 58 |     <tr>
 59 |         <td>9</td>
 60 |         <td>2019-06-27</td>
 61 |         <td>他终于娶了备忘录里的女孩</td>
 62 |         <td>14520871</td>
 63 |     </tr>
 64 |     <tr>
 65 |         <td>10</td>
 66 |         <td>2018-11-03</td>
 67 |         <td>王思聪</td>
 68 |         <td>12607474</td>
 69 |     </tr>
 70 |     <tr>
 71 |         <td>11</td>
 72 |         <td>2019-08-30</td>
 73 |         <td>吴亦凡鹿依luna聊天视频</td>
 74 |         <td>12061100</td>
 75 |     </tr>
 76 |     <tr>
 77 |         <td>12</td>
 78 |         <td>2019-07-13</td>
 79 |         <td>杭州失踪女童遗体被找到</td>
 80 |         <td>11561469</td>
 81 |     </tr>
 82 |     <tr>
 83 |         <td>13</td>
 84 |         <td>2019-06-27</td>
 85 |         <td>马思纯当司仪</td>
 86 |         <td>11437258</td>
 87 |     </tr>
 88 |     <tr>
 89 |         <td>14</td>
 90 |         <td>2019-06-27</td>
 91 |         <td>五月天B站开唱</td>
 92 |         <td>11376372</td>
 93 |     </tr>
 94 |     <tr>
 95 |         <td>15</td>
 96 |         <td>2019-06-08</td>
 97 |         <td>英语作文</td>
 98 |         <td>11308100</td>
 99 |     </tr>
100 |     <tr>
101 |         <td>16</td>
102 |         <td>2018-11-28</td>
103 |         <td>陈羽凡发博</td>
104 |         <td>10994078</td>
105 |     </tr>
106 |     <tr>
107 |         <td>17</td>
108 |         <td>2019-06-06</td>
109 |         <td>言承旭</td>
110 |         <td>10337499</td>
111 |     </tr>
112 |     <tr>
113 |         <td>18</td>
114 |         <td>2019-06-27</td>
115 |         <td>杜江否认出轨</td>
116 |         <td>10313922</td>
117 |     </tr>
118 |     <tr>
119 |         <td>19</td>
120 |         <td>2019-02-04</td>
121 |         <td>岳云鹏笑场</td>
122 |         <td>9980262</td>
123 |     </tr>
124 |     <tr>
125 |         <td>20</td>
126 |         <td>2019-07-20</td>
127 |         <td>任达华被袭击</td>
128 |         <td>9957903</td>
129 |     </tr>
130 |     <tr>
131 |         <td>21</td>
132 |         <td>2019-08-08</td>
133 |         <td>杨幂</td>
134 |         <td>9860417</td>
135 |     </tr>
136 |     <tr>
137 |         <td>22</td>
138 |         <td>2019-07-22</td>
139 |         <td>鹿晗 关晓彤</td>
140 |         <td>9808181</td>
141 |     </tr>
142 |     <tr>
143 |         <td>23</td>
144 |         <td>2019-08-31</td>
145 |         <td>鹿依否认与吴亦凡交往</td>
146 |         <td>9688583</td>
147 |     </tr>
148 |     <tr>
149 |         <td>24</td>
150 |         <td>2019-05-21</td>
151 |         <td>王源抽烟</td>
152 |         <td>9363729</td>
153 |     </tr>
154 |     <tr>
155 |         <td>25</td>
156 |         <td>2019-08-01</td>
157 |         <td>杨紫工作室声明</td>
158 |         <td>9312301</td>
159 |     </tr>
160 |     <tr>
161 |         <td>26</td>
162 |         <td>2018-11-28</td>
163 |         <td>何某某</td>
164 |         <td>9230260</td>
165 |     </tr>
166 |     <tr>
167 |         <td>27</td>
168 |         <td>2018-01-06</td>
169 |         <td>贾乃亮发文</td>
170 |         <td>9054057</td>
171 |     </tr>
172 |     <tr>
173 |         <td>28</td>
174 |         <td>2019-06-22</td>
175 |         <td>胡歌当伴郎抢到手捧花</td>
176 |         <td>9026352</td>
177 |     </tr>
178 |     <tr>
179 |         <td>29</td>
180 |         <td>2019-08-06</td>
181 |         <td>徐璐张铭恩公布恋情</td>
182 |         <td>8879110</td>
183 |     </tr>
184 |     <tr>
185 |         <td>30</td>
186 |         <td>2019-06-27</td>
187 |         <td>宋慧乔方回应离婚</td>
188 |         <td>8768028</td>
189 |     </tr>
190 |     <tr>
191 |         <td>31</td>
192 |         <td>2019-06-27</td>
193 |         <td>今天到底什么日子</td>
194 |         <td>8766145</td>
195 |     </tr>
196 |     <tr>
197 |         <td>32</td>
198 |         <td>2019-07-13</td>
199 |         <td>爸爸 我回不来了</td>
200 |         <td>8602506</td>
201 |     </tr>
202 |     <tr>
203 |         <td>33</td>
204 |         <td>2019-06-27</td>
205 |         <td>王宝强妈妈去世</td>
206 |         <td>8600356</td>
207 |     </tr>
208 |     <tr>
209 |         <td>34</td>
210 |         <td>2019-08-30</td>
211 |         <td>吴亦凡恋情</td>
212 |         <td>8448798</td>
213 |     </tr>
214 |     <tr>
215 |         <td>35</td>
216 |         <td>2018-10-30</td>
217 |         <td>金庸去世</td>
218 |         <td>8436753</td>
219 |     </tr>
220 |     <tr>
221 |         <td>36</td>
222 |         <td>2019-02-04</td>
223 |         <td>李思思荧光口红</td>
224 |         <td>8222091</td>
225 |     </tr>
226 |     <tr>
227 |         <td>37</td>
228 |         <td>2019-06-07</td>
229 |         <td>高考作文</td>
230 |         <td>8185501</td>
231 |     </tr>
232 |     <tr>
233 |         <td>38</td>
234 |         <td>2019-06-18</td>
235 |         <td>宜宾</td>
236 |         <td>8160346</td>
237 |     </tr>
238 |     <tr>
239 |         <td>39</td>
240 |         <td>2018-10-28</td>
241 |         <td>晋嫣</td>
242 |         <td>8107473</td>
243 |     </tr>
244 |     <tr>
245 |         <td>40</td>
246 |         <td>2019-02-04</td>
247 |         <td>秒拍星拜年</td>
248 |         <td>7988061</td>
249 |     </tr>
250 |     <tr>
251 |         <td>41</td>
252 |         <td>2019-06-27</td>
253 |         <td>想象 无限可能</td>
254 |         <td>7958294</td>
255 |     </tr>
256 |     <tr>
257 |         <td>42</td>
258 |         <td>2018-11-02</td>
259 |         <td>重庆公交车坠江原因</td>
260 |         <td>7701429</td>
261 |     </tr>
262 |     <tr>
263 |         <td>43</td>
264 |         <td>2018-10-20</td>
265 |         <td>rng输了</td>
266 |         <td>7632004</td>
267 |     </tr>
268 |     <tr>
269 |         <td>44</td>
270 |         <td>2019-02-04</td>
271 |         <td>杨超越新春猪福</td>
272 |         <td>7621618</td>
273 |     </tr>
274 |     <tr>
275 |         <td>45</td>
276 |         <td>2018-11-28</td>
277 |         <td>何时珍陈羽凡</td>
278 |         <td>7607928</td>
279 |     </tr>
280 |     <tr>
281 |         <td>46</td>
282 |         <td>2018-08-12</td>
283 |         <td>杨紫秦俊杰分手</td>
284 |         <td>7606875</td>
285 |     </tr>
286 |     <tr>
287 |         <td>47</td>
288 |         <td>2019-06-27</td>
289 |         <td>传说中的洋葱手机</td>
290 |         <td>7592475</td>
291 |     </tr>
292 |     <tr>
293 |         <td>48</td>
294 |         <td>2018-11-11</td>
295 |         <td>王思聪开奖</td>
296 |         <td>7590757</td>
297 |     </tr>
298 |     <tr>
299 |         <td>49</td>
300 |         <td>2019-06-06</td>
301 |         <td>618熬夜抢熬夜霜</td>
302 |         <td>7527987</td>
303 |     </tr>
304 |     <tr>
305 |         <td>50</td>
306 |         <td>2018-11-28</td>
307 |         <td>贾乃亮姐姐怼谣言</td>
308 |         <td>7501742</td>
309 |     </tr>
310 |     <tr>
311 |         <td>51</td>
312 |         <td>2019-07-02</td>
313 |         <td>范冰冰李晨分手后聚餐</td>
314 |         <td>7470416</td>
315 |     </tr>
316 |     <tr>
317 |         <td>52</td>
318 |         <td>2019-01-01</td>
319 |         <td>赵丽颖怀孕</td>
320 |         <td>7273823</td>
321 |     </tr>
322 |     <tr>
323 |         <td>53</td>
324 |         <td>2018-10-16</td>
325 |         <td>倪妮</td>
326 |         <td>7261969</td>
327 |     </tr>
328 |     <tr>
329 |         <td>54</td>
330 |         <td>2019-05-06</td>
331 |         <td>张丹峰宣布毕滢辞职</td>
332 |         <td>7234502</td>
333 |     </tr>
334 |     <tr>
335 |         <td>55</td>
336 |         <td>2019-02-04</td>
337 |         <td>27亿美金红包</td>
338 |         <td>7231692</td>
339 |     </tr>
340 |     <tr>
341 |         <td>56</td>
342 |         <td>2019-04-16</td>
343 |         <td>巴黎圣母院大火</td>
344 |         <td>7213041</td>
345 |     </tr>
346 |     <tr>
347 |         <td>57</td>
348 |         <td>2019-03-08</td>
349 |         <td>赵丽颖生子</td>
350 |         <td>7159892</td>
351 |     </tr>
352 |     <tr>
353 |         <td>58</td>
354 |         <td>2019-05-29</td>
355 |         <td>papi酱结婚5年亲家没见过面</td>
356 |         <td>7145585</td>
357 |     </tr>
358 |     <tr>
359 |         <td>59</td>
360 |         <td>2019-06-06</td>
361 |         <td>欧莱雅红胖子</td>
362 |         <td>7144221</td>
363 |     </tr>
364 |     <tr>
365 |         <td>60</td>
366 |         <td>2019-06-27</td>
367 |         <td>jony j 公布恋情</td>
368 |         <td>7124782</td>
369 |     </tr>
370 |     <tr>
371 |         <td>61</td>
372 |         <td>2017-10-08</td>
373 |         <td>迪丽热巴</td>
374 |         <td>7111994</td>
375 |     </tr>
376 |     <tr>
377 |         <td>62</td>
378 |         <td>2019-06-21</td>
379 |         <td>张若昀唐艺昕月底办婚礼</td>
380 |         <td>7108139</td>
381 |     </tr>
382 |     <tr>
383 |         <td>63</td>
384 |         <td>2019-05-14</td>
385 |         <td>何猷君审美</td>
386 |         <td>7087348</td>
387 |     </tr>
388 |     <tr>
389 |         <td>64</td>
390 |         <td>2019-06-09</td>
391 |         <td>景甜张继科分手</td>
392 |         <td>7086998</td>
393 |     </tr>
394 |     <tr>
395 |         <td>65</td>
396 |         <td>2018-11-28</td>
397 |         <td>蒋劲夫被逮捕</td>
398 |         <td>6948775</td>
399 |     </tr>
400 |     <tr>
401 |         <td>66</td>
402 |         <td>2018-11-03</td>
403 |         <td>IG永不五杀</td>
404 |         <td>6939986</td>
405 |     </tr>
406 |     <tr>
407 |         <td>67</td>
408 |         <td>2019-04-21</td>
409 |         <td>张馨予升级当妈</td>
410 |         <td>6815685</td>
411 |     </tr>
412 |     <tr>
413 |         <td>68</td>
414 |         <td>2019-06-28</td>
415 |         <td>宋仲基离婚申请没有通知宋慧乔</td>
416 |         <td>6763296</td>
417 |     </tr>
418 |     <tr>
419 |         <td>69</td>
420 |         <td>2018-10-29</td>
421 |         <td>李咏什么癌</td>
422 |         <td>6685998</td>
423 |     </tr>
424 |     <tr>
425 |         <td>70</td>
426 |         <td>2019-05-21</td>
427 |         <td>王源曾希望父亲戒烟</td>
428 |         <td>6678945</td>
429 |     </tr>
430 |     <tr>
431 |         <td>71</td>
432 |         <td>2019-02-04</td>
433 |         <td>易烊千玺是戴了假发吗</td>
434 |         <td>6575942</td>
435 |     </tr>
436 |     <tr>
437 |         <td>72</td>
438 |         <td>2019-08-14</td>
439 |         <td>vava ins</td>
440 |         <td>6522196</td>
441 |     </tr>
442 |     <tr>
443 |         <td>73</td>
444 |         <td>2019-06-27</td>
445 |         <td>武松打虎外传</td>
446 |         <td>6515420</td>
447 |     </tr>
448 |     <tr>
449 |         <td>74</td>
450 |         <td>2018-10-29</td>
451 |         <td>李宇春代言炫诗</td>
452 |         <td>6431164</td>
453 |     </tr>
454 |     <tr>
455 |         <td>75</td>
456 |         <td>2019-08-18</td>
457 |         <td>刘静得癌症</td>
458 |         <td>6429699</td>
459 |     </tr>
460 |     <tr>
461 |         <td>76</td>
462 |         <td>2018-10-29</td>
463 |         <td>白宇被踢出粉丝群</td>
464 |         <td>6385160</td>
465 |     </tr>
466 |     <tr>
467 |         <td>77</td>
468 |         <td>2019-07-04</td>
469 |         <td>何猷君奚梦瑶结婚</td>
470 |         <td>6360750</td>
471 |     </tr>
472 |     <tr>
473 |         <td>78</td>
474 |         <td>2018-11-28</td>
475 |         <td>薛之谦起诉李雨桐</td>
476 |         <td>6324496</td>
477 |     </tr>
478 |     <tr>
479 |         <td>79</td>
480 |         <td>2019-04-29</td>
481 |         <td>贾乃亮金晨</td>
482 |         <td>6313177</td>
483 |     </tr>
484 |     <tr>
485 |         <td>80</td>
486 |         <td>2019-09-02</td>
487 |         <td>周琦发球失误</td>
488 |         <td>6282074</td>
489 |     </tr>
490 |     <tr>
491 |         <td>81</td>
492 |         <td>2019-07-13</td>
493 |         <td>失踪女童父亲已回老家</td>
494 |         <td>6272436</td>
495 |     </tr>
496 |     <tr>
497 |         <td>82</td>
498 |         <td>2018-11-29</td>
499 |         <td>白百何方否认新恋情</td>
500 |         <td>6157896</td>
501 |     </tr>
502 |     <tr>
503 |         <td>83</td>
504 |         <td>2019-06-06</td>
505 |         <td>Prada上海时装秀</td>
506 |         <td>6148057</td>
507 |     </tr>
508 |     <tr>
509 |         <td>84</td>
510 |         <td>2018-11-29</td>
511 |         <td>俞灏明道歉</td>
512 |         <td>6138109</td>
513 |     </tr>
514 |     <tr>
515 |         <td>85</td>
516 |         <td>2019-08-13</td>
517 |         <td>施华洛世奇道歉</td>
518 |         <td>6132783</td>
519 |     </tr>
520 |     <tr>
521 |         <td>86</td>
522 |         <td>2018-08-12</td>
523 |         <td>张一山微博沦陷</td>
524 |         <td>5973523</td>
525 |     </tr>
526 |     <tr>
527 |         <td>87</td>
528 |         <td>2019-07-28</td>
529 |         <td>四国计划统一货币</td>
530 |         <td>5929076</td>
531 |     </tr>
532 |     <tr>
533 |         <td>88</td>
534 |         <td>2019-08-31</td>
535 |         <td>吴亦凡聊天视频女主</td>
536 |         <td>5921936</td>
537 |     </tr>
538 |     <tr>
539 |         <td>89</td>
540 |         <td>2018-11-29</td>
541 |         <td>何时珍陈羽凡</td>
542 |         <td>5911780</td>
543 |     </tr>
544 |     <tr>
545 |         <td>90</td>
546 |         <td>2018-10-16</td>
547 |         <td>马思纯满满少女敢</td>
548 |         <td>5881524</td>
549 |     </tr>
550 |     <tr>
551 |         <td>91</td>
552 |         <td>2018-12-21</td>
553 |         <td>微信大改版</td>
554 |         <td>5870731</td>
555 |     </tr>
556 |     <tr>
557 |         <td>92</td>
558 |         <td>2019-08-06</td>
559 |         <td>吴昕郑凯</td>
560 |         <td>5842492</td>
561 |     </tr>
562 |     <tr>
563 |         <td>93</td>
564 |         <td>2018-07-31</td>
565 |         <td>阚清子承认分手</td>
566 |         <td>5821674</td>
567 |     </tr>
568 |     <tr>
569 |         <td>94</td>
570 |         <td>2018-01-07</td>
571 |         <td>贾乃亮发文</td>
572 |         <td>5796394</td>
573 |     </tr>
574 |     <tr>
575 |         <td>95</td>
576 |         <td>2019-08-03</td>
577 |         <td>王一博手机号泄露</td>
578 |         <td>5786183</td>
579 |     </tr>
580 |     <tr>
581 |         <td>96</td>
582 |         <td>2019-08-12</td>
583 |         <td>张艺兴取消香港演唱会</td>
584 |         <td>5758199</td>
585 |     </tr>
586 |     <tr>
587 |         <td>97</td>
588 |         <td>2019-08-02</td>
589 |         <td>曹格女儿长大了</td>
590 |         <td>5744818</td>
591 |     </tr>
592 |     <tr>
593 |         <td>98</td>
594 |         <td>2019-07-14</td>
595 |         <td>孙红雷道歉</td>
596 |         <td>5660997</td>
597 |     </tr>
598 |     <tr>
599 |         <td>99</td>
600 |         <td>2019-08-22</td>
601 |         <td>徐峥朋友圈表白陶虹</td>
602 |         <td>5659585</td>
603 |     </tr>
604 |     <tr>
605 |         <td>100</td>
606 |         <td>2019-07-11</td>
607 |         <td>李荣浩成功求婚杨丞琳</td>
608 |         <td>5658071</td>
609 |     </tr>
610 | </table>
611 | 
612 | </body>
613 | </html>
614 | 


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