News-Articles-Recommendation/lda.html at master · archd3sai/News-Articles-Recommendation · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41

<link rel="stylesheet" type="text/css" href="https://cdn.rawgit.com/bmabey/pyLDAvis/files/ldavis.v1.0.0.css">


<div id="ldavis_el1853617559994267447709887954"></div>
<script type="text/javascript">

var ldavis_el1853617559994267447709887954_data = {"mdsDat": {"x": [-0.0008566330724258193, 0.00048406853192849527, 0.00037256454049732396], "y": [-5.639083491842859e-05, -0.0006216412415627485, 0.0006780320764811767], "topics": [1, 2, 3], "cluster": [1, 1, 1], "Freq": [34.778518360769205, 32.760668181339895, 32.46081345789091]}, "tinfo": {"Category": ["Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Default", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic1", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic2", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3", "Topic3"], "Freq": [1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.4039560085150633, 0.3987797754699769, 0.417058545440625, 0.411647170028028, 0.41482919255461226, 0.42193572985648753, 0.4132408087705171, 0.4177472954889474, 0.38923589265670827, 0.4054933571990082, 0.39217915068155684, 0.3920866407404408, 0.36889634197177396, 0.4377043396556848, 0.40582228927549857, 0.43727001070526433, 0.39509325843993515, 0.3881227277268466, 0.41538032508415423, 0.4042990239360203, 0.37815604469247105, 0.424354573911796, 0.3849793649308187, 0.3936742260529786, 0.41284329278738247, 0.3732037838935426, 0.3937161141505371, 0.37323006050901214, 0.38132742387427726, 0.3608989431256384, 0.3825769953593426, 0.40212936448190384, 0.3991189324827819, 0.4062336090644021, 0.4136340187009529, 0.40101324936623906, 0.40966315214743293, 0.3984435995078305, 0.4072354942854213, 0.42046343598312563, 0.3988929391547906, 0.39649794259618776, 0.39594291815307725, 0.39383008563164573, 0.3899447418825662, 0.35001462693476254, 0.4146065828143763, 0.3895344732347963, 0.3674917440039031, 0.3721698461427467, 0.3812302654890358, 0.3810396754981999, 0.4009796175414633, 0.3773105264124875, 0.36668835786550025, 0.34804961107360427, 0.3630272264417009, 0.3790341284346923, 0.35627961765936206, 0.33754695077632696, 0.3293953028336554, 0.3525435746861372, 0.3700521444376882, 0.34131229668235274, 0.35766177665600846, 0.36437152611998175, 0.39591444267933784, 0.3472106861254757, 0.383469106215195, 0.3856892745249, 0.374830801492134, 0.34315400475021895, 0.35191976306698, 0.32795997947680633, 0.37726227372813964, 0.3837655659559423, 0.36782157049241454, 0.38688637304975143, 0.3783606023876247, 0.37479274428602155, 0.372786909610807, 0.37840790750547876, 0.37679212120685296, 0.366639002114913, 0.38222484813938445, 0.37927916595108263, 0.3738318214233045, 0.3724386597877902, 0.3727195676881205, 0.373670629969774, 0.3680507752666031, 0.395461759851684, 0.3704365954678457, 0.4054827516339143, 0.3729729438829802, 0.3726337767438608, 0.3498436304773837, 0.3818830298026761, 0.3781902884943533, 0.37078295318268584, 0.36951037649679436, 0.4004155167238345, 0.34533530652865724, 0.37311763635088696, 0.367567393098463, 0.3982166903235345, 0.3299323001224185, 0.381557968888849, 0.3779701079589764, 0.3922161563943778, 0.3613757373812264, 0.35550232857784086, 0.36667661478718394, 0.36239925995374256, 0.35218844497734497, 0.3703846679110281, 0.37402908877984814, 0.38114661558491575, 0.3757876059729946, 0.34400986042485293, 0.35219523185010304, 0.40423519600600233, 0.37713928996962337, 0.38519021373548107, 0.3772922470410264, 0.37931620952114775, 0.37456788826065285, 0.3744558330516147, 0.379767967561587, 0.37262511249295965, 0.37601843550056896, 0.37488146059164074, 0.3749987352402638, 0.371501389618588, 0.37126415966113396], "Term": ["creed", "care", "break", "treat", "screw", "halt", "someday", "ahead", "prayer", "grow", "juror", "younger", "commission", "liter", "wound", "govern", "million", "bias", "duke", "void", "attorney", "question", "cite", "check", "annual", "distress", "fail", "blunder", "fight", "feel", "compassion", "safe", "shook", "oligarch", "interview", "cold", "planet", "depart", "prime", "park", "bring", "friend", "inform_plan", "sent", "unveil", "impact", "honest", "forbid", "blame", "crucial", "chat", "clerk", "mission", "journalist", "upon", "fight", "fund", "white_counsel", "plain", "gender", "reveal", "kick", "game_throne", "frank", "counsel", "unit", "open", "appeal", "weird", "begun", "night", "investor", "break", "constant", "check", "screw", "break", "terrorist", "rival", "least", "juror", "attorney", "million", "support", "last", "spread", "hoax", "bias", "movement", "harm", "limbo", "fate", "view", "anger", "went", "distress", "joke", "straight", "prevent", "equal", "complex", "makeshift", "four", "shah", "record", "serial", "shift", "press", "tour", "wallet", "annual", "counterterror", "free", "duke", "appear", "question", "subpoena_former_white_counsel", "topic", "annoy", "begun", "laugh", "creed", "liter", "ahead", "wound", "halt", "cite", "blunder", "care", "treat", "collect", "someday", "commission", "photo", "govern", "feel", "video", "speed", "jack", "younger", "wise", "thread", "meatless", "onto", "number", "talk", "treatment", "bold", "sever", "result", "squad", "snap", "stand", "invest", "undercut", "best", "leader", "today", "question", "attend", "heed", "birth", "fault", "sanction", "weird"], "Total": [1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.9714078929415325, 0.9710901487843566, 1.0160584230500243, 1.0122392472569004, 1.0289344611086046, 1.0488338933035506, 1.0274779778106755, 1.0480753415320132, 0.9777972465744327, 1.020842123620736, 0.9894877300631965, 0.9976673888567966, 0.9415534292743435, 1.1205155758346677, 1.0390706835334969, 1.1204070375093496, 1.013401399791604, 0.9958291653818383, 1.0663149676444479, 1.0387735301319125, 0.9731825926947103, 1.0926907421962122, 0.9917382569589734, 1.0147560603530834, 1.064246808448582, 0.9636856473882862, 1.0167593226593294, 0.9643244582186428, 0.986731850013209, 0.9338878784058321, 0.9899987238460082, 1.0469743372579323, 1.0392663245785931, 1.064336505373697, 1.093009152881544, 1.0553160134522552, 1.0869980882303552, 1.0504265494087248, 1.0925429366564496, 1.1601808791296777, 1.072481917328805, 1.0669881989508725, 1.0945414361994363, 1.0617913510092158, 1.0231842303529866, 0.9211355160572128, 1.0945414361994363, 1.0295257632798727, 0.972091330930149, 0.9847129130831596, 1.0102878354142188, 1.009938410918171, 1.0656206448707115, 1.004759717738363, 0.9778655119417825, 0.9360963163803464, 0.9780710641877028, 1.0225831170255477, 0.9645524448433893, 0.9166756104277626, 0.89582241255009, 0.961623806693918, 1.0116655741525535, 0.9345145752356248, 0.9795208428983749, 0.9982701051114793, 1.0860816123932882, 0.9538797267678095, 1.0550177925965756, 1.0626164259045257, 1.0328510806014413, 0.9461304843390492, 0.9722550240366137, 0.907049772961802, 1.043963426504998, 1.0675458113097247, 1.020969080594122, 1.082354210636925, 1.0576527549585817, 1.046126549807543, 1.0404064483780795, 1.0656800740528913, 1.065334367562942, 1.020297092854739, 1.0970917164391254, 1.0889049038941734, 1.0585440610144612, 1.053268667170424, 1.0824886505750666, 1.1601808791296777, 1.0545539801393897, 1.033775469678385, 0.9737883934221552, 1.0680147564430724, 0.9827973422149586, 0.9820209887874394, 0.9257351820414157, 1.020060735919802, 1.0125522763505366, 0.9956532534814553, 0.9942668454144215, 1.0774803866265168, 0.9338576541768864, 1.0119450100458125, 0.9998050637096896, 1.0836797480166467, 0.898596885505889, 1.040680566675417, 1.0321883029157906, 1.0721392999260762, 0.9900488071659408, 0.976027632955508, 1.0085975190485417, 0.9988409077509991, 0.9713510073065601, 1.0220523729670012, 1.0341831774583414, 1.054402354221888, 1.0418816073860704, 0.9538724042588507, 0.9766787605641972, 1.1211395967849063, 1.0486596188663504, 1.072297991509107, 1.0550768436488687, 1.0653475517753976, 1.0538951129668754, 1.0592914404270957, 1.0889049038941734, 1.0630777492199361, 1.0899807180751506, 1.0822084916181187, 1.1064047589873391, 1.0872234247050103, 1.0925429366564496], "loglift": [30.0, 29.0, 28.0, 27.0, 26.0, 25.0, 24.0, 23.0, 22.0, 21.0, 20.0, 19.0, 18.0, 17.0, 16.0, 15.0, 14.0, 13.0, 12.0, 11.0, 10.0, 9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, 0.1787, 0.1662, 0.1657, 0.1564, 0.1478, 0.1456, 0.1453, 0.1363, 0.1351, 0.1329, 0.1307, 0.1222, 0.1192, 0.1162, 0.116, 0.1153, 0.1142, 0.1139, 0.1134, 0.1125, 0.1109, 0.1103, 0.1099, 0.1093, 0.1092, 0.1075, 0.1074, 0.1069, 0.1054, 0.1054, 0.1054, 0.0993, 0.0992, 0.093, 0.0845, 0.0886, 0.0803, 0.0868, 0.0693, 0.0412, 0.0671, 0.0662, 0.0393, 0.0644, 0.1513, 0.1483, 0.1452, 0.144, 0.1432, 0.1429, 0.1414, 0.1412, 0.1385, 0.1365, 0.1351, 0.1266, 0.1248, 0.1235, 0.12, 0.1169, 0.1155, 0.1125, 0.1102, 0.1087, 0.1085, 0.1081, 0.1068, 0.1053, 0.1039, 0.1025, 0.1023, 0.1017, 0.0997, 0.0986, 0.0981, 0.0929, 0.095, 0.0872, 0.088, 0.0895, 0.0896, 0.0805, 0.0766, 0.0925, 0.0615, 0.0613, 0.0751, 0.0764, 0.0497, -0.017, 0.0633, 0.1642, 0.1586, 0.1567, 0.1562, 0.1561, 0.152, 0.1426, 0.1403, 0.1374, 0.1353, 0.1353, 0.1303, 0.1274, 0.1245, 0.124, 0.1232, 0.1218, 0.1205, 0.1195, 0.1173, 0.1152, 0.1133, 0.1113, 0.1106, 0.1101, 0.1081, 0.1076, 0.1054, 0.1053, 0.1052, 0.105, 0.1025, 0.1013, 0.0968, 0.0925, 0.0907, 0.0853, 0.0718, 0.0768, 0.0609, 0.065, 0.0432, 0.0513, 0.0458], "logprob": [30.0, 29.0, 28.0, 27.0, 26.0, 25.0, 24.0, 23.0, 22.0, 21.0, 20.0, 19.0, 18.0, 17.0, 16.0, 15.0, 14.0, 13.0, 12.0, 11.0, 10.0, 9.0, 8.0, 7.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, -6.481, -6.4939, -6.449, -6.4621, -6.4544, -6.4374, -6.4582, -6.4474, -6.5181, -6.4772, -6.5105, -6.5108, -6.5718, -6.4007, -6.4764, -6.4017, -6.5031, -6.5209, -6.4531, -6.4801, -6.547, -6.4317, -6.5291, -6.5067, -6.4592, -6.5601, -6.5066, -6.5601, -6.5386, -6.5937, -6.5353, -6.4855, -6.493, -6.4753, -6.4573, -6.4883, -6.4669, -6.4947, -6.4729, -6.4409, -6.4936, -6.4996, -6.501, -6.5063, -6.4565, -6.5645, -6.3952, -6.4575, -6.5158, -6.5031, -6.4791, -6.4796, -6.4286, -6.4894, -6.518, -6.5702, -6.528, -6.4849, -6.5468, -6.6008, -6.6252, -6.5573, -6.5089, -6.5897, -6.5429, -6.5243, -6.4413, -6.5726, -6.4732, -6.4675, -6.496, -6.5843, -6.5591, -6.6296, -6.4896, -6.4725, -6.5149, -6.4644, -6.4866, -6.4961, -6.5015, -6.4865, -6.4908, -6.5181, -6.4765, -6.4842, -6.4987, -6.5024, -6.5017, -6.4991, -6.5143, -6.4332, -6.4986, -6.4082, -6.4918, -6.4927, -6.5558, -6.4682, -6.4779, -6.4977, -6.5011, -6.4208, -6.5688, -6.4914, -6.5064, -6.4263, -6.6144, -6.469, -6.4785, -6.4415, -6.5234, -6.5398, -6.5088, -6.5206, -6.5491, -6.4988, -6.489, -6.4701, -6.4843, -6.5726, -6.5491, -6.4113, -6.4807, -6.4596, -6.4803, -6.4749, -6.4875, -6.4878, -6.4737, -6.4927, -6.4837, -6.4867, -6.4864, -6.4957, -6.4964]}, "token.table": {"Topic": [], "Freq": [], "Term": []}, "R": 30, "lambda.step": 0.01, "plot.opts": {"xlab": "PC1", "ylab": "PC2"}, "topic.order": [1, 2, 3]};

function LDAvis_load_lib(url, callback){
  var s = document.createElement('script');
  s.src = url;
  s.async = true;
  s.onreadystatechange = s.onload = callback;
  s.onerror = function(){console.warn("failed to load library " + url);};
  document.getElementsByTagName("head")[0].appendChild(s);
}

if(typeof(LDAvis) !== "undefined"){
   // already loaded: just create the visualization
   !function(LDAvis){
       new LDAvis("#" + "ldavis_el1853617559994267447709887954", ldavis_el1853617559994267447709887954_data);
   }(LDAvis);
}else if(typeof define === "function" && define.amd){
   // require.js is available: use it to load d3/LDAvis
   require.config({paths: {d3: "https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min"}});
   require(["d3"], function(d3){
      window.d3 = d3;
      LDAvis_load_lib("https://cdn.rawgit.com/bmabey/pyLDAvis/files/ldavis.v1.0.0.js", function(){
        new LDAvis("#" + "ldavis_el1853617559994267447709887954", ldavis_el1853617559994267447709887954_data);
      });
    });
}else{
    // require.js not available: dynamically load d3 & LDAvis
    LDAvis_load_lib("https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js", function(){
         LDAvis_load_lib("https://cdn.rawgit.com/bmabey/pyLDAvis/files/ldavis.v1.0.0.js", function(){
                 new LDAvis("#" + "ldavis_el1853617559994267447709887954", ldavis_el1853617559994267447709887954_data);
            })
         });
}
</script>