之前有一些朋友评论和私信希望我可以出一些游戏数据分析、大厂数据分析的实例,我一直在找一个比较好的方式,因为内部的数据肯定是不能公开的,无论脱敏与否都不合规
如果现编一些数据和场景,又会丢失很多真实数据里面值得学习的点,所以一直卡着没有头绪
直到最近在研究阿里天池,发现阿里居然有现成的真实游戏数据
数据集的链接放在这里:https://tianchi.aliyun.com/dataset/90273
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 51490 entries, 0 to 51489
Data columns (total 61 columns):
# Column Non-Null Count Dtype
--- ------ -------------- -----
0 gameId 51490 non-null int64
1 creationTime 51490 non-null int64
2 gameDuration 51490 non-null int64
3 seasonId 51490 non-null int64
4 winner 51490 non-null int64
5 firstBlood 51490 non-null int64
6 firstTower 51490 non-null int64
7 firstInhibitor 51490 non-null int64
8 firstBaron 51490 non-null int64
9 firstDragon 51490 non-null int64
10 firstRiftHerald 51490 non-null int64
11 t1_champ1id 51490 non-null int64
12 t1_champ1_sum1 51490 non-null int64
13 t1_champ1_sum2 51490 non-null int64
14 t1_champ2id 51490 non-null int64
15 t1_champ2_sum1 51490 non-null int64
16 t1_champ2_sum2 51490 non-null int64
17 t1_champ3id 51490 non-null int64
18 t1_champ3_sum1 51490 non-null int64
19 t1_champ3_sum2 51490 non-null int64
20 t1_champ4id 51490 non-null int64
21 t1_champ4_sum1 51490 non-null int64
22 t1_champ4_sum2 51490 non-null int64
23 t1_champ5id 51490 non-null int64
24 t1_champ5_sum1 51490 non-null int64
25 t1_champ5_sum2 51490 non-null int64
26 t1_towerKills 51490 non-null int64
27 t1_inhibitorKills 51490 non-null int64
28 t1_baronKills 51490 non-null int64
29 t1_dragonKills 51490 non-null int64
30 t1_riftHeraldKills 51490 non-null int64
31 t1_ban1 51490 non-null int64
32 t1_ban2 51490 non-null int64
33 t1_ban3 51490 non-null int64
34 t1_ban4 51490 non-null int64
35 t1_ban5 51490 non-null int64
36 t2_champ1id 51490 non-null int64
37 t2_champ1_sum1 51490 non-null int64
38 t2_champ1_sum2 51490 non-null int64
39 t2_champ2id 51490 non-null int64
40 t2_champ2_sum1 51490 non-null int64
41 t2_champ2_sum2 51490 non-null int64
42 t2_champ3id 51490 non-null int64
43 t2_champ3_sum1 51490 non-null int64
44 t2_champ3_sum2 51490 non-null int64
45 t2_champ4id 51490 non-null int64
46 t2_champ4_sum1 51490 non-null int64
47 t2_champ4_sum2 51490 non-null int64
48 t2_champ5id 51490 non-null int64
49 t2_champ5_sum1 51490 non-null int64
50 t2_champ5_sum2 51490 non-null int64
51 t2_towerKills 51490 non-null int64
52 t2_inhibitorKills 51490