从泄密门分析中国网民习惯.docx

1、从泄密门分析中国网民习惯12月21日，一份CSDN网站用户数据库被人在网上公开，其中超过600万个注册邮箱帐号和对应明文密码。这些数据泄露后，虽然对于网民的安全造成极大的威胁，但也为研究中国网民的上网习惯提供了绝佳的数据样本，以下是某程序员使用Python写了个小脚本，对互联网上流传的用户数据做了一下分析，颇有心得。以下数据来自7K7K、178、CSDN、人人网、嘟嘟牛、多玩泄漏的用户信息，剔除无效信息后将近3800万条，因为样本巨大，统计结果也比较具有说服力。在此我谨代表广大网民“感谢”以上网站对本次统计活动的支持。注：如果你的统计结果与我的有微小差异，这是很正常的，因为每个人筛选数据的方式

2、不尽相同。中国网民最喜欢用什么邮箱？注：百分比相对于前十名，163和126已经合并。我们可以看到，网易和腾讯几乎瓜分了80%的市场份额，在本次统计中两者差距在10万以内。以下是前100名的具体数据：Rank:0 Domain: Count:8372484Rank:1 Domain:163| Count:8268403Rank:2 Domain: Count:1359467Rank:3 Domain: Count:817885Rank:4 Domain: Count:712813Rank:5 Domain: Count:614338Rank:6 Domain: Count:492158Rank:

3、7 Domain: Count:307678Rank:8 Domain: Count:296035Rank:9 Domain: Count:268897Rank:10 Domain: Count:199049Rank:11 Domain: Count:139040Rank:12 Domain: Count:136084Rank:13 Domain: Count:108444Rank:14 Domain: Count:91136Rank:15 Domain: Count:72608Rank:16 Domain: Count:59475Rank:17 Domain: Count:46491Rank

4、:18 Domain: Count:46249Rank:19 Domain: Count:45742Rank:20 Domain: Count:43155Rank:21 Domain: Count:40004Rank:22 Domain:.tw Count:34939Rank:23 Domain: Count:34677Rank:24 Domain: Count:27672Rank:25 Domain: Count:25142Rank:26 Domain: Count:18884Rank:27 Domain: Count:17865Rank:28 Domain: Count:17597Rank

5、:29 Domain: Count:16504Rank:30 Domain:fda.fff Count:16466Rank:31 Domain:.hk Count:16021Rank:32 Domain: Count:14636Rank:33 Domain: Count:14242Rank:34 Domain: Count:12354Rank:35 Domain:qq.con Count:11735Rank:36 Domain: Count:11588Rank:37 Domain: Count:11075Rank:38 Domain: Count:11073Rank:39 Domain: Co

6、unt:10439Rank:40 Domain: Count:10083Rank:41 Domain: Count:9740Rank:42 Domain: Count:9641Rank:43 Domain: Count:9082Rank:44 Domain: Count:8762Rank:45 Domain: Count:8481Rank:46 Domain: Count:8444Rank:47 Domain: Count:8292Rank:48 Domain: Count:6975Rank:49 Domain: Count:6840Rank:50 Domain: Count:6693Rank

7、:51 Domain: Count:6594Rank:52 Domain: Count:6531Rank:53 Domain: Count:6455Rank:54 Domain: Count:6363Rank:55 Domain: Count:6122Rank:56 Domain: Count:6047Rank:57 Domain: Count:5686Rank:58 Domain: Count:5630Rank:59 Domain: Count:5586Rank:60 Domain:163.con Count:5321Rank:61 Domain: Count:4347Rank:62 Dom

8、ain:qq.cm Count:3907Rank:63 Domain: Count:3734Rank:64 Domain: Count:3721Rank:65 Domain: Count:3680Rank:66 Domain: Count:3580Rank:67 Domain: Count:3537Rank:68 Domain:qq.om Count:3382Rank:69 Domain: Count:3353Rank:70 Domain: Count:3334Rank:71 Domain: Count:3328Rank:72 Domain: Count:3258Rank:73 Domain:

9、qq.co Count:3214Rank:74 Domain: Count:3163Rank:75 Domain: Count:2957Rank:76 Domain: Count:2860Rank:77 Domain: Count:2847Rank:78 Domain: Count:2836Rank:79 Domain: Count:2781Rank:80 Domain: Count:2766Rank:81 Domain: Count:2719Rank:82 Domain: Count:2675Rank:83 Domain: Count:2583Rank:84 Domain:bdqnok- C

10、ount:2529Rank:85 Domain: Count:2518Rank:86 Domain: Count:2505Rank:87 Domain: Count:2484Rank:88 Domain: Count:2474Rank:89 Domain: Count:2460Rank:90 Domain: Count:2449Rank:91 Domain: Count:2436Rank:92 Domain: Count:2430Rank:93 Domain: Count:2427Rank:94 Domain: Count:2383Rank:95 Domain: Count:2342Rank:

11、96 Domain:163.cm Count:2322Rank:97 Domain:qq.cpm Count:2253Rank:98 Domain: Count:2252Rank:99 Domain: Count:2187中国网民喜欢用什么密码？注：百分比相对于前十一名，全部转换为小写再统计。这里的密码之所以全部转换为小写，只是因为我的老爷机内存无法承受过于巨大的数据规模。实际上，在CSDN泄密时，前100名就全部是小写密码，因为样本巨大，这样做可以认为对结果没有影响。以下是前100名的具体数据：Rank:0 Password:123456 Count:838056Rank:1 Passwor

12、d:123456789 Count:360729Rank:2 Password:111111 Count:256270Rank:3 Password:12345678 Count:239870Rank:4 Password:123123 Count:120385Rank:5 Password:a123456 Count:111852Rank:6 Password:11111111 Count:95536Rank:7 Password:0 Count:91167Rank:8 Password:zz12369 Count:81064Rank:9 Password:5201314 Count:629

13、75Rank:10 Password:123456aa Count:61738Rank:11 Password:qiulaobai Count:57964Rank:12 Password:000000 Count:54474Rank:13 Password:wmsxie123 Count:49163Rank:14 Password:dearbook Count:46054Rank:15 Password:q123456 Count:43633Rank:16 Password:123456a Count:39375Rank:17 Password:qq66666 Count:38565Rank:

14、18 Password:00000000 Count:37527Rank:19 Password:w2w2w2 Count:35784Rank:20 Password:aa123456 Count:35016Rank:21 Password:a12369 Count:34783Rank:22 Password:123123123 Count:33417Rank:23 Password:123321 Count:32773Rank:24 Password:wolf8637 Count:31934Rank:25 Password:1234567890 Count:30137Rank:26 Pass

15、word:qq123456 Count:29790Rank:27 Password:qq123123 Count:29182Rank:28 Password:123 Count:28757Rank:29 Password:88888888 Count:27376Rank:30 Password:a321654 Count:27369Rank:31 Password:7758521 Count:26560Rank:32 Password:665544 Count:26456Rank:33 Password:5508386 Count:25716Rank:34 Password:112233 Co

16、unt:24934Rank:35 Password:asd123 Count:23971Rank:36 Password:1qaz2wsx Count:23780Rank:37 Password:1314520 Count:23084Rank:38 Password:wpc000821 Count:22735Rank:39 Password:666666 Count:21229Rank:40 Password:100200 Count:20169Rank:41 Password:1234567 Count:20143Rank:42 Password:aaaaaa Count:20051Rank

17、:43 Password:sunliu66 Count:20015Rank:44 Password:5897037 Count:19266Rank:45 Password:a111111 Count:19105Rank:46 Password:js77777 Count:18839Rank:47 Password:xiaohe Count:18117Rank:48 Password:woaini Count:17723Rank:49 Password:qqqqqq Count:17676Rank:50 Password:13e4e5sd Count:17265Rank:51 Password:

18、qq666666 Count:17135Rank:52 Password:a520520 Count:16612Rank:53 Password:q1w2e3r4 Count:16361Rank:54 Password:zz123456 Count:16354Rank:55 Password:a123456789 Count:16234Rank:56 Password:147258369 Count:16031Rank:57 Password:qwe123 Count:15797Rank:58 Password:888888 Count:15538Rank:59 Password:qqq111

19、 Count:15310Rank:60 Password:54545454 Count:14744Rank:61 Password:123654 Count:14621Rank:62 Password:huyiming Count:13976Rank:63 Password:anglang Count:13508Rank:64 Password:112233abc Count:13494Rank:65 Password:456456 Count:13257Rank:66 Password:654321 Count:13141Rank:67 Password:woaini1314 Count:1

20、3097Rank:68 Password:121212 Count:12990Rank:69 Password:5211314 Count:12923Rank:70 Password:g227w212 Count:12889Rank:71 Password:123qwe Count:12548Rank:72 Password:abc123456 Count:12236Rank:73 Password:520520 Count:11974Rank:74 Password:a123123 Count:11885Rank:75 Password:147258 Count:11873Rank:76 P

21、assword:25991314 Count:11644Rank:77 Password:asdasd Count:11630Rank:78 Password:a1234567 Count:11417Rank:79 Password:a636654 Count:11319Rank:80 Password:ningbo Count:11200Rank:81 Password:123abc Count:10731Rank:82 Password:12345 Count:10731Rank:83 Password:dircls128 Count:10646Rank:84 Password:asdas

22、dasd Count:10622Rank:85 Password:110110 Count:10443Rank:86 Password:xiao801013 Count:10259Rank:87 Password:987654321 Count:10220Rank:88 Password:7758258 Count:10214Rank:89 Password:111111111 Count:9966Rank:90 Password:aili1314 Count:9774Rank:91 Password:1q2w3e4r Count:9773Rank:92 Password:111333 Cou

23、nt:9491Rank:93 Password:zxcvbnm Count:9384Rank:94 Password:123456789a Count:9250Rank:95 Password:qq111111 Count:9235Rank:96 Password:1111111 Count:9170Rank:97 Password:iloveyou Count:9014Rank:98 Password:999999 Count:8936Rank:99 Password:z123456 Count:8817中国网民最喜欢用的密码长度是多少？注：百分比相对于前十名可以看到，8位密码是大多数人的最

24、爱，其次是9位、6位、10位和11位以下是具体数据：Rank:0 Length:8 Count:9017123Rank:1 Length:9 Count:7174259Rank:2 Length:6 Count:5840499Rank:3 Length:10 Count:5705824Rank:4 Length:7 Count:5509937Rank:5 Length:11 Count:2266449Rank:6 Length:12 Count:858513Rank:7 Length:13 Count:405979Rank:8 Length:14 Count:326208Rank:9 Leng

25、th:5 Count:201232Rank:10 Length:15 Count:163402Rank:11 Length:1 Count:102660Rank:12 Length:4 Count:89929Rank:13 Length:16 Count:80526Rank:14 Length:3 Count:62273Rank:15 Length:32 Count:29765Rank:16 Length:18 Count:9291Rank:17 Length:17 Count:9137Rank:18 Length:20 Count:7030Rank:19 Length:2 Count:614

26、9Rank:20 Length:19 Count:2757Rank:21 Length:30 Count:715Rank:22 Length:22 Count:156Rank:23 Length:21 Count:141Rank:24 Length:26 Count:60Rank:25 Length:23 Count:59Rank:26 Length:24 Count:54Rank:27 Length:25 Count:53Rank:28 Length:28 Count:38Rank:29 Length:27 Count:37Rank:30 Length:29 Count:36Rank:31

27、Length:31 Count:12Rank:32 Length:40 Count:6Rank:33 Length:34 Count:2Rank:34 Length:35 Count:2Rank:35 Length:36 Count:2Rank:36 Length:37 Count:2Rank:37 Length:38 Count:2Rank:38 Length:39 Count:1Rank:39 Length:60 Count:1有多少中国网民用纯数字作为密码？注：百分比相对于所有样本很遗憾，45%之巨（大约1700万）的被统计用户选择了纯数字作为他们的密码，这反应出国内大多数网民安全意识还

28、相当淡薄。以下是具体数据：Rank:0 IsNum:False Count:20980399Rank:1 IsNum:True Count:16889922选择纯数字作为密码的网民中，密码的长度一般是多少？注：百分比相对于前十一名采用纯数字作为密码的样本这里的结果完全符合笔者的预期，6位数字多半是生日，8位、7位和9位应该有QQ号的功劳，而选择11位密码的多半是直接使用的手机号。以下是具体数据：Rank:0 Numlen:6 Count:4453771Rank:1 Numlen:8 Count:3999400Rank:2 Numlen:7 Count:3035793Rank:3 Numlen:9 Count:2308243Rank:4 Numlen:10 Count:1277853Rank:5 Numlen:11 Count:1174155Rank:6 Numlen:5 Count:173660Rank:7 Numlen:12 Count:165443Rank:8 Numlen:1 Count:100865Rank:9 Numlen:4 Count:76558Rank:10 Numlen:3 Count:55520Rank:11 Numlen:14 Count:32918Rank:12