donghaoren · December 1, 2016 07:39
diff --git a/.block b/.block
 license: bsd-3-clause
 description: "Stardust Example: Squares"
diff --git a/README.md b/README.md
diff --git a/index.html b/index.html
 <!DOCTYPE html>
 <meta charset="utf-8">
 <link rel="stylesheet" href="//stardust-vis.github.io/examples/assets/style.css" type="text/css" />
 <script src="//d3js.org/d3.v3.min.js" type="text/javascript"></script>
 <script src="//stardust-vis.github.io/stardust/stardust.bundle.min.js" type="text/javascript"></script>
 <script src="//stardust-vis.github.io/examples/assets/utils.js" type="text/javascript"></script>
 <style>
    .squares-container {
        position: relative;
    }
    .squares-container canvas, .squares-container svg {
        position: absolute;
        left: 0; top: 0;
    }
    .squares-container svg {
        pointer-events: none;
    }
    .axis path,
    .axis line {
        fill: none;
        stroke: black;
        shape-rendering: crispEdges;
    }

    .axis text {
        font-family: sans-serif;
        font-size: 11px;
    }
 </style>
 <div class="squares-container">
    <canvas id="main-canvas"></canvas>
    <svg id="main-svg"></svg>
 </div>
 <div class="initializing"><p>Initializing...</p></div>
 <script src="squares.js" type="text/javascript"></script>
 <script type="text/javascript">
    var container = d3.select(".squares-container");
    var vis = new SquaresVisualization(container.node());
    loadData("mnist.csv", (DATA) => {
        vis.layout();
        vis.setInstances(DATA.slice(0, 4000));
        vis.setLayoutParameter({
            y0: 10,
            numberBins: 10,
            squaresPerBin: 11,
            squareSize: 3,
            squareSpacing: 4,
            xSpacing: 88
        });
    });
 </script>
diff --git a/mnist.csv b/mnist.csv
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 IMG1950,C7,C7,0.04640782614468766,0.08519864084037003,0.0337541076235299,0.036916139669113605,0.11147935354972652,0.09279334044038717,0.02784952477637502,0.311040359030138,0.04195098346849891,0.21260972445717302
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 IMG1952,C2,C2,0.058074498832895435,0.07851461439518984,0.24697094686892423,0.06755466900073959,0.1202021143077508,0.10642968668671608,0.1531846712380733,0.048921140533285265,0.047260773098572725,0.0728868850378525
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 IMG1954,C7,C7,0.03859506575597643,0.08086074623809898,0.04463459451506988,0.017872064160634235,0.13109555921394037,0.04719534223087931,0.014701946445813536,0.426483558668045,0.04003024259186435,0.15853088017967742
 IMG1955,C5,C5,0.12404573683108987,0.06998746838601518,0.052284845329557385,0.02809312119920468,0.1007502768795338,0.20432319084342357,0.034661265051950114,0.11175569294822862,0.10478695879369038,0.16931144373730708
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 IMG1957,C9,C9,0.018899583038700925,0.0320160384615703,0.03664780323515703,0.020285495378541102,0.27813369907889324,0.026439213744796224,0.03376737536651542,0.1364970634587834,0.06457205184409254,0.3527416763929503
 IMG1958,C8,C8,0.020805774632659257,0.052109315042403355,0.07886146016950295,0.21977469706833008,0.03612508608438066,0.08100397918543537,0.02677509903503307,0.1036089532335569,0.2719033466238498,0.10903228892484879
 IMG1959,C7,C7,0.04903009203043397,0.1964789374534971,0.03728825919288694,0.04770791218716585,0.10255820025709463,0.1188065413810261,0.026768982919612813,0.2315534393104859,0.06109840443171052,0.12870923083608599
 IMG1960,C2,C2,0.04247704867996238,0.11852297593815025,0.3916470591412255,0.10891399319899564,0.03603707621155051,0.07729820682964861,0.05450315170323443,0.033939801388454725,0.09593363067696682,0.040727056231811
 IMG1961,C9,C9,0.055333516004636096,0.03159462641337548,0.09293160241909522,0.01838952288203698,0.20706611335418046,0.026683798877614948,0.049985608826360606,0.19281794606188438,0.05929137688187497,0.26590588827894046
 IMG1962,C9,C4,0.018384255087659607,0.01499722392974135,0.10063057084812606,0.052598648315255625,0.3663994891417977,0.03063998181834855,0.03771693182690602,0.12941166644040897,0.02523194394599533,0.22398928864576081
 IMG1963,C4,C4,0.05969652231642487,0.05356147881858379,0.10371083532035273,0.04889025735400263,0.331594818956907,0.058536294713472374,0.0571035565784839,0.09457209526801744,0.026955194973392233,0.16537894570036288
 IMG1964,C7,C7,0.04791441072119086,0.02819774771713787,0.030557601986049527,0.06742082788386375,0.0639156567199821,0.07215793134472183,0.02183396365538672,0.4889751035946032,0.0216401897933872,0.15738656658367708
 IMG1965,C2,C2,0.12084828634606291,0.046953363184707476,0.29981994953895114,0.01673012466943206,0.12186445953137662,0.049400231305923525,0.21659234357229631,0.015428744512328552,0.08443841646696114,0.027924080871960515
 IMG1966,C1,C1,0.022500374169069005,0.48079755869080454,0.046896849253557756,0.04974486906745698,0.054154832327134465,0.10755070795900602,0.07640069005988907,0.04837519066974048,0.0511873607190656,0.062391567084276296
 IMG1967,C1,C1,0.02208615512689899,0.4930770221931326,0.05118483777665087,0.06065189190641729,0.04504513831454544,0.10524696234240813,0.06154997833155716,0.04662259925558585,0.046349164289767535,0.06818625046303624
 IMG1968,C6,C6,0.01511901900191498,0.08727844671798553,0.043413999394927544,0.09095127436984961,0.0364462301682782,0.12573550256961108,0.43471171268654946,0.025893330450952906,0.08924373978851538,0.05120674485141533
 IMG1969,C1,C1,0.024444244712092427,0.4593887057828405,0.0674080257481845,0.045515570265607576,0.06876964004421184,0.07701997599142531,0.049482185879907825,0.07815215826276119,0.04340129646991226,0.08641819684305653
 IMG1970,C0,C0,0.21156476223817272,0.0196844102323881,0.11143980950905705,0.11377915643710333,0.05498328757066935,0.09698636128137958,0.10889453702004358,0.07101387731136215,0.1386446066726223,0.07300919172720213
 IMG1971,C8,C0,0.22497482472104371,0.037115257038551355,0.06937212069464972,0.1782711846117645,0.09334910004419524,0.16446817736089722,0.02667313413589335,0.06589314698873464,0.0600709135990783,0.07981214080519178
 IMG1972,C0,C0,0.8004252845351122,0.01669983979942428,0.015618270511602736,0.02199303638549052,0.011781184972356881,0.06110913588072932,0.008661767493065376,0.02067293028007077,0.03266089874273724,0.010377651399410855
 IMG1973,C5,C3,0.10950490012447024,0.014204338080142834,0.03664844551406008,0.3237374147620521,0.03146778814081111,0.30125344910176255,0.01525302501095461,0.030655929869474623,0.10097998183280499,0.03629472756346746
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 IMG1975,C5,C5,0.06016490731307628,0.045611969309233225,0.04156368793255498,0.13663839301893196,0.12183566434067672,0.2038215496229076,0.06727716534449688,0.11397692466250334,0.040912097166922824,0.16819764128869658
 IMG1976,C8,C8,0.06344104187786957,0.030119997388680517,0.03783309994407813,0.0176541325068851,0.04507933217059446,0.11316606045838788,0.014519811175808821,0.05602347262639191,0.5519074849950956,0.07025556685620842
 IMG1977,C3,C7,0.03030089254141528,0.04532214376858913,0.0699287295303636,0.21884254947093176,0.06610333003900251,0.06834147775128196,0.019801712165826848,0.24375690688031498,0.03380264188788351,0.20379961596438992
 IMG1978,C2,C2,0.07165902236762879,0.12351248557605343,0.44358482774304564,0.01563375960975605,0.09823443528311157,0.03377042521023094,0.056370946700263616,0.035517734719413115,0.08089626111066231,0.040820101679835005
 IMG1979,C5,C5,0.12220892098005391,0.027344188149821418,0.02587429849604156,0.1659889909176076,0.02365396019600052,0.445157208030497,0.030004446251188824,0.026217951408896375,0.08799198291496126,0.045558052654931715
 IMG1980,C1,C1,0.027796311862062214,0.4736595296164512,0.06576541967283422,0.05491817461217181,0.07878839315103608,0.06616085055150592,0.020369825033298105,0.06213387419411503,0.08300610947053538,0.06740151183598946
 IMG1981,C0,C0,0.8747011030089463,0.006391208901006788,0.02413265902846811,0.01565258737305962,0.00561573429081629,0.02375303293668616,0.007155031593113202,0.01471659465222095,0.022579371400379217,0.0053026768153041125
 IMG1982,C5,C3,0.06785659025501634,0.008688965825212117,0.0233286376238906,0.4012217385813929,0.014676037280619836,0.29129213310647745,0.007568128271224845,0.03013357886357291,0.129307392814583,0.025926797378010378
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 IMG1987,C4,C4,0.012149763953717325,0.0680767702205242,0.04723382451445116,0.07294041780163024,0.3214196794644419,0.0645750998613602,0.12270495315925603,0.06512606512149109,0.06580773800400724,0.15996568789912025
 IMG1988,C8,C8,0.05658745933500901,0.15412895251201073,0.09061574826016948,0.07603364034812962,0.08648588523477962,0.17363644988349078,0.03759025569488057,0.048812561303750515,0.1847123509448295,0.09139669648295014
 IMG1989,C1,C1,0.020984904919493796,0.5948761695783938,0.044659716184564296,0.03428237794410333,0.02741149404612817,0.0793969503927936,0.05372126243714373,0.03513690648739558,0.06121938094941604,0.04831083706056719
 IMG1990,C6,C6,0.04639141440835785,0.049195476693982235,0.06289368255574496,0.017526475521287544,0.049685418935766223,0.05363335534593965,0.6233298003683472,0.030359767903962394,0.04130617610310619,0.025678432163505235
 IMG1991,C6,C6,0.04794581013439453,0.04628613706288101,0.04574911471434515,0.0943006345441455,0.045060964234720634,0.1357549222038975,0.41339750313822954,0.019083303731645136,0.10173450159256164,0.050687108643180004
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 IMG1995,C7,C7,0.027852875977319492,0.06093924854291376,0.04981962836245203,0.03452094317731115,0.08963710884476829,0.028431562613260054,0.008480406904776711,0.4397523640547613,0.03783437542819049,0.22273148609424684
 IMG1996,C1,C1,0.028958635247673926,0.478219810840477,0.06108471297966837,0.05620456907906731,0.054272345403396656,0.06456497894712541,0.01707165463606363,0.08966565273404897,0.07011242224308244,0.07984521788939587
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 IMG1998,C2,C2,0.019199458730265885,0.17846956434540207,0.28418181929309216,0.01993830747559771,0.08901743443073863,0.03259801814163748,0.22309519589067256,0.03797061031876459,0.044425760443444325,0.07110383093038414
 IMG1999,C7,C7,0.025652504663138717,0.06098483250089207,0.08951553030855082,0.03721768994715717,0.048977867217549355,0.03439901219403302,0.007552895231523086,0.3745532626750539,0.18665788570718128,0.13448851955492072
 IMG2000,C4,C4,0.023961064917704306,0.013136910837600772,0.09232481774471649,0.04670704606956033,0.3929092382290215,0.031289149861727296,0.06623976755316587,0.05049123685564817,0.049565389947883794,0.2333753779829718
 IMG2001,C4,C6,0.02650693931755801,0.02236600753772844,0.15315201219783672,0.043315136132890515,0.1655334528909339,0.04077472638231272,0.2538662397213911,0.07290811641124859,0.0852338766549706,0.13634349275312932
 IMG2002,C2,C2,0.051563703856856345,0.12541243075425207,0.39592429851201466,0.029067488494903915,0.07069932366121931,0.05108417497791955,0.045452253306610665,0.047651298927825804,0.10512696354504045,0.07801806396335724
 IMG2003,C6,C6,0.0299448902753511,0.029585814021351547,0.06736774534195702,0.011812622822685297,0.08375744207342622,0.044302695340847215,0.6187910278613702,0.03315834940227323,0.03424347503640469,0.04703593782433383
 IMG2004,C4,C4,0.021309514405870596,0.08361592648071649,0.04626500017911728,0.02267748813028624,0.3947085510844067,0.05154854997886028,0.06579676685031025,0.08343403374724945,0.07588482018855645,0.15475934895462645
 IMG2005,C5,C1,0.07304342851885084,0.3577158073785737,0.04436940836704069,0.038930936204568334,0.04261124997865834,0.19613409360627337,0.031722706565898116,0.06654302848957094,0.09421574995596524,0.054713590934600355
 IMG2006,C1,C1,0.020492874768830827,0.591674572001512,0.046851785596264066,0.04087645681588766,0.028142362802661854,0.07279866399238821,0.03788769077863342,0.0465331035466271,0.059502787913115744,0.05523970178407903
 IMG2007,C0,C0,0.415379174597281,0.040400986272578286,0.07797412482105386,0.01683678314875299,0.040107417431703506,0.05966307994846394,0.1345177445501582,0.13780802235478892,0.04041845602333881,0.03689421085188068
 IMG2008,C8,C8,0.059291781063918365,0.05418514209053516,0.09843053016690005,0.03383556579057758,0.10589042573485741,0.11319456564869285,0.0395910804809281,0.05833406311142269,0.3368325130097309,0.10041433290243656
 IMG2009,C4,C4,0.062452003965080896,0.016644763832901453,0.1233060492052583,0.03165107119087401,0.3108243765834276,0.04952288506531806,0.20355122087901972,0.043180095356853805,0.03381767037996607,0.12504986354130018
 IMG2010,C4,C4,0.03172343025538378,0.07572714686851881,0.06727570273878877,0.06463793941138496,0.1840643030070604,0.15580206416116096,0.12358994074809533,0.08409224704969494,0.048343413676571176,0.16474381208334118
 IMG2011,C5,C5,0.12090701505485373,0.03568854501322913,0.027637801408963984,0.15167052686287663,0.04197496287276508,0.36275317294292325,0.04883098412529574,0.0648889203741978,0.07196768377052198,0.07368038757437265
 IMG2012,C8,C2,0.06387261536167299,0.01879035748750943,0.24328934641714028,0.09793621285038528,0.15240999118697118,0.09275374920262082,0.04890383742343799,0.03859160439680232,0.1122416448016674,0.13121064087179232
 IMG2013,C5,C5,0.0664036969996215,0.019836619283232958,0.02850131957743221,0.24018772287430018,0.04512869942237131,0.30075938543496206,0.03923952949547018,0.04071831458850415,0.13564798881870765,0.08357672350539765
 IMG2014,C5,C1,0.07337574674048716,0.2504063623052334,0.0793161253152934,0.056867387834875896,0.06811872773894143,0.2101267424714692,0.05626459763024823,0.08906102685798384,0.056607858767577506,0.05985542433788997
 IMG2015,C4,C4,0.02304440687437195,0.03614488197370326,0.05218952769552409,0.04982395058497953,0.33936430823302943,0.052752584504422606,0.05667459372848124,0.09074797489481612,0.04764995531058869,0.2516078162000826
 IMG2016,C8,C3,0.0474784226551416,0.02208136577592014,0.12319023881388134,0.32670302472102647,0.07140530440127299,0.12719148683307363,0.0163635197657525,0.0243104191733609,0.17078640775349815,0.07048981010707207
 IMG2017,C5,C5,0.11531224578463056,0.03227058614520646,0.023090253150416365,0.09228798718335271,0.06249387483018819,0.43514261672084786,0.05517631476606072,0.056297869652093116,0.08057086480824938,0.0473573869589546
 IMG2018,C4,C1,0.03259984005199057,0.2085041285137215,0.04771717646637585,0.053719189046213,0.17417788879391966,0.13789384436896324,0.05938449940661952,0.0817017595096963,0.09645550280211287,0.1078461710403877
 IMG2019,C7,C1,0.043426164562341614,0.18888146947650666,0.10121296756371072,0.04142434103998749,0.08943507940136135,0.10204846255180268,0.04677760539327235,0.1809704299888206,0.09918677609538544,0.10663670392681154
 IMG2020,C3,C3,0.021953503290441063,0.03556757009440395,0.03232326804825557,0.6094575204185667,0.02308738279910288,0.11324181905964445,0.038842382211110776,0.024028106972036126,0.05855570762596592,0.042942739480472725
 IMG2021,C2,C2,0.06951045201506371,0.014764763960369662,0.7880900601010519,0.01859034038505704,0.014661146172565222,0.017212968602701755,0.034122087817007,0.01958973136291023,0.017170184914426095,0.006288264668847134
 IMG2022,C6,C6,0.031233006474510116,0.03692549075020895,0.08208318964065134,0.016944090553318282,0.13732139599002383,0.05584706170630345,0.5003775364267645,0.020978384071091115,0.07094512466566556,0.04734471972146253
 IMG2023,C6,C6,0.041283581914833674,0.04944354805696251,0.12275083248071082,0.0496943584379466,0.06603673078771226,0.07338623389607817,0.42982159990994745,0.02320229994200639,0.09033255207689947,0.054048262496902054
 IMG2024,C8,C8,0.06237113899181097,0.021561894884291995,0.06269598222597399,0.008838885002191224,0.04420869862786534,0.0589443718470049,0.08287351905233103,0.01917166118653608,0.5942990241517689,0.04503482403022577
 IMG2025,C5,C5,0.09069700371743107,0.28218985239827477,0.058805964156892744,0.054364091448691705,0.035838373017436746,0.2855308444938959,0.025172479006069223,0.0596958351762114,0.06999354804710833,0.03771200853798794
 IMG2026,C7,C7,0.08342345891355342,0.03173192920548548,0.04489303849468425,0.0472249679359407,0.05872584448179761,0.06436378033348177,0.02152590803325327,0.5018542981502578,0.023319992144531756,0.12293678230701366
 IMG2027,C4,C1,0.026928213626565597,0.22872635553868903,0.10852126092371221,0.051079178728550126,0.1357789609729846,0.10045330936511501,0.10959127849669477,0.03568788621807506,0.12774306075737082,0.0754904953722423
 IMG2028,C5,C5,0.12335808004905563,0.019159590793817363,0.017432752387513354,0.10361453894638445,0.056595027244666106,0.4048919895215435,0.009814765536552313,0.029120099235399932,0.16621065716342628,0.06980249912164103
 IMG2029,C5,C1,0.07895056093904608,0.20009448794447138,0.10095306594629536,0.08793377602564649,0.042473919913110704,0.16794203376450445,0.04028914890751301,0.05492108007834436,0.1741883234794411,0.052253603001626535
 IMG2030,C0,C0,0.6418611157124839,0.008146106655663763,0.04553159263693082,0.0385480910785092,0.027706033853733828,0.07577442469324368,0.011426070438658899,0.04834410444327487,0.05748351298774248,0.04517894749975875
 IMG2031,C7,C4,0.01952178453924944,0.11479995406263477,0.08332874487114011,0.06629709501939096,0.1832179097919811,0.0769556284054757,0.08469523834568055,0.16128597376383375,0.04317305710164634,0.1667246140989669
 IMG2032,C6,C6,0.04998506331641518,0.03762261476285832,0.06218046901964178,0.012635231635435173,0.035380279783019775,0.056953286608056236,0.6693096749322376,0.02059189870393819,0.031474716233307706,0.023866765005090256
 IMG2033,C2,C8,0.022376648053580497,0.2128593718389339,0.12408854160288295,0.056732363611314666,0.033089965282265335,0.11079221986409553,0.04219103128159727,0.08469776227350091,0.22694164835756825,0.0862304478342607
 IMG2034,C7,C9,0.01901700048271943,0.1134507150957297,0.10038388112020817,0.058579981896176525,0.1558521266101627,0.06144625767286589,0.04807105428438244,0.14771159639682055,0.06920293882312992,0.22628444761780514
 IMG2035,C5,C3,0.06136159363822811,0.05364806217818874,0.054989394765219496,0.3563010366156867,0.03505911107641372,0.19420149817507215,0.03418678986793335,0.05392189099979649,0.0627742101413896,0.09355641254207175
 IMG2036,C8,C8,0.02454292591465204,0.0823500042561797,0.09268400323115018,0.12943480101948435,0.07663145225626079,0.1027737377983498,0.036771235621287535,0.07880651336434413,0.19546744179516423,0.18053788474312726
 IMG2037,C7,C7,0.03530186378890824,0.08372198086734975,0.058713591535294846,0.077994961593227,0.09568218647172526,0.08264736222129386,0.03843071060573637,0.3370552235665789,0.025345641198583384,0.16510647815130228
 IMG2038,C5,C5,0.08635304547205887,0.2208643093448115,0.053507408794943055,0.09689629806236434,0.034834672667128176,0.23393018896223458,0.0335871477311357,0.05429791412697012,0.10866950215003683,0.07705951268831752
 IMG2039,C1,C1,0.03737471801823401,0.40049330977961717,0.12361356084393602,0.04398230736839571,0.07612346832571465,0.07369454509252651,0.041322892780001355,0.058762004186941795,0.08544313284541559,0.059190060759217254
 IMG2040,C5,C3,0.07256803759112458,0.0487389298605598,0.04695520078256278,0.3097196452686298,0.028820105948051445,0.2527730212913401,0.07778873015505659,0.04395991023729977,0.07521717265008765,0.043459246215288065
 IMG2041,C5,C5,0.05646985381012943,0.04410066623733047,0.16238887995724172,0.15013633908373733,0.02289116823297353,0.30131341631618824,0.07121699939772258,0.022549731760832435,0.12936092734509935,0.03957201785874534
 IMG2042,C5,C1,0.05669289394539869,0.3795023746406647,0.05510998833908737,0.048144416108052944,0.02953682901350368,0.19148842217837775,0.02475504698299283,0.07174059885336344,0.10759370062249474,0.03543572931606381
 IMG2043,C8,C8,0.04263043591055209,0.11044044679987236,0.0721143079662916,0.10390623642786784,0.08827850188585583,0.11251824181407452,0.05074852143947962,0.07199384781716375,0.21055271181721344,0.13681674812162872
 IMG2044,C7,C7,0.18803071848873837,0.035136218703461126,0.02902706166696097,0.02696602206761002,0.10274680109410507,0.09176272219655902,0.03653827117941558,0.34914437347015975,0.02991008876642601,0.11073772236656375
 IMG2045,C5,C5,0.11451783532433314,0.040499305840279366,0.03641963449331442,0.16105656513863878,0.05549451811754031,0.22723280516390063,0.017158090355764856,0.20733459365292126,0.054817232213674315,0.08546941969963355
 IMG2046,C1,C1,0.03524158905054337,0.25852633518107243,0.04049935937253861,0.11039589815044178,0.04548796418057001,0.17833216414426603,0.04955587593152675,0.06375661244041976,0.1269755846830963,0.09122861686552466
 IMG2047,C7,C1,0.06483842071857289,0.2296405898768521,0.07410397224026369,0.05143080679787735,0.10782226053829574,0.1335588478741855,0.03027816435795645,0.15712938167252874,0.051896981802872395,0.09930057412059523
 IMG2048,C2,C4,0.03807665803695692,0.13572686575596773,0.06483015123494257,0.03304920975303154,0.21436723731020255,0.09724597514408063,0.1975561400240641,0.038157569456925416,0.04747913903517107,0.1335110542486576
 IMG2049,C5,C3,0.19666380911168546,0.04367253577519727,0.09253798614893624,0.254968436054284,0.019288226189596098,0.14903355612221617,0.08173050075501175,0.029814684079708404,0.0966350725580046,0.03565519320535992
 IMG2050,C1,C1,0.04385229168193112,0.3388317126336633,0.09094199597416246,0.07592592427680879,0.08887225471334463,0.10698782863914569,0.032265629480962905,0.055880733339746365,0.08129823903973636,0.08514339022049866
 IMG2051,C0,C0,0.22166071540383142,0.03842214760693225,0.14652669064223994,0.04458307938194934,0.06986153064506384,0.09782539018715382,0.10468368799109765,0.16274856849546546,0.054284139974898823,0.05940404967136755
 IMG2052,C6,C6,0.02785740418682816,0.04484833527387031,0.11971708617695084,0.0094097694872222,0.22163109722619387,0.015552390563315624,0.40554360550187246,0.0343478536046783,0.05549483433799967,0.06559762364106872
 IMG2053,C5,C1,0.07167312595854596,0.26618888549305497,0.09912561466225742,0.06795712078891512,0.07357762050636267,0.1359796941554881,0.0738601986365361,0.06279490277983604,0.08042955210310651,0.06841328491589711
 IMG2054,C9,C4,0.04086761922360957,0.08455396098848257,0.06766741110477766,0.018531675414646835,0.20846631853442185,0.07501305594526321,0.04665367382303769,0.1139887639752687,0.17355690723770756,0.17070061375278434
 IMG2055,C6,C6,0.034812942639833755,0.21352299999961383,0.07838568411528296,0.038273167406903744,0.0410292168951561,0.1488637898185417,0.2637370910891375,0.02331571055718337,0.10825856786246331,0.04980082961588355
 IMG2056,C8,C8,0.06239157908244975,0.09837612382436955,0.09916132349745095,0.022063011842733325,0.020474304955216557,0.09428926360035472,0.034534220846471904,0.016814669040356934,0.5217442246302252,0.030151278680370975
 IMG2057,C0,C0,0.38996237302874415,0.01322059726238972,0.11521357583998518,0.043304478893547514,0.02889713849871902,0.07275830104475775,0.11815328987687986,0.0489571401717775,0.1284365580034576,0.04109654737974183
 IMG2058,C3,C3,0.06099539669732314,0.07694360911767296,0.07748911546302,0.2136210301964125,0.044859547749102086,0.15757765748051492,0.08111910142562177,0.16384327013152908,0.03462204641242584,0.08892922532637772
 IMG2059,C3,C3,0.045259018350251125,0.09206873466659754,0.08608867585099605,0.4529764597619649,0.02502113058389182,0.10167001235591704,0.00599446565437857,0.052476724456193315,0.09020440649164338,0.04824037182816589
 IMG2060,C0,C3,0.045430074664543844,0.020663894390841972,0.09095669205321034,0.18174673425367893,0.05851932891258805,0.1116200345075209,0.1011240095920517,0.1198020734714841,0.13660818900791552,0.1335289691461649
 IMG2061,C5,C3,0.08110657910196888,0.018479778272687257,0.021321710259703235,0.4125535714813134,0.026058432304670125,0.2690709866598026,0.03764703845197522,0.023909979333326715,0.08001531275960908,0.029836611374943405
 IMG2062,C1,C1,0.015953855046695747,0.3268885198737457,0.05965007570969343,0.0547459512589437,0.058842285034755804,0.16392921625401027,0.12405400746767582,0.038295572770174785,0.08167529831992792,0.0759652182643772
 IMG2063,C1,C1,0.012112230135376805,0.5748306736157845,0.06988405224996916,0.022744672769806153,0.020416699226630735,0.05810585399301388,0.10640504465649198,0.022227395338246088,0.08350324113547448,0.029770136879205985
 IMG2064,C8,C5,0.03092228678971425,0.1306055438512088,0.10529427755633101,0.14954857614923853,0.10197200054091583,0.16560934069841385,0.12552164606383812,0.05915869041551867,0.05080745525051403,0.08056018268430719
 IMG2065,C1,C1,0.021970104563721414,0.5184860378771957,0.07447959202163723,0.03985284706731647,0.06809647943425981,0.04982331508042696,0.024000886553250344,0.07256230528969301,0.0692330033001544,0.061495428812344474
 IMG2066,C1,C1,0.014224219934091939,0.46413465039861757,0.040659208506931464,0.05345726957772586,0.03023203012600741,0.11177606371066551,0.06151756657434866,0.02998390849889697,0.1382237640040258,0.05579131866868896
 IMG2067,C2,C2,0.03430510321529616,0.022228709514110486,0.647808060785678,0.0281397167682856,0.07823734580178247,0.018618031153875208,0.044748858744066804,0.03804862834081922,0.029503181033540955,0.058362364642544774
 IMG2068,C8,C8,0.020971587466535897,0.09120384360610007,0.16784365663347345,0.05450791696624776,0.11799844534626602,0.05925281867437947,0.06189139306725924,0.060322849916636744,0.2165809061086471,0.14942658221445432
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diff --git a/preview.png b/preview.png
diff --git a/squares.js b/squares.js
diff --git a/thumbnail.png b/thumbnail.png
	license: bsd-3-clause
	description: "Stardust Example: Squares"
	<!DOCTYPE html>
	<meta charset="utf-8">
	<link rel="stylesheet" href="//stardust-vis.github.io/examples/assets/style.css" type="text/css" />
	<script src="//d3js.org/d3.v3.min.js" type="text/javascript"></script>
	<script src="//stardust-vis.github.io/stardust/stardust.bundle.min.js" type="text/javascript"></script>
	<script src="//stardust-vis.github.io/examples/assets/utils.js" type="text/javascript"></script>
	<style>
	.squares-container {
	position: relative;
	}
	.squares-container canvas, .squares-container svg {
	position: absolute;
	left: 0; top: 0;
	}
	.squares-container svg {
	pointer-events: none;
	}
	.axis path,
	.axis line {
	fill: none;
	stroke: black;
	shape-rendering: crispEdges;
	}

	.axis text {
	font-family: sans-serif;
	font-size: 11px;
	}
	</style>
	<div class="squares-container">
	<canvas id="main-canvas"></canvas>
	<svg id="main-svg"></svg>
	</div>
	<div class="initializing"><p>Initializing...</p></div>
	<script src="squares.js" type="text/javascript"></script>
	<script type="text/javascript">
	var container = d3.select(".squares-container");
	var vis = new SquaresVisualization(container.node());
	loadData("mnist.csv", (DATA) => {
	vis.layout();
	vis.setInstances(DATA.slice(0, 4000));
	vis.setLayoutParameter({
	y0: 10,
	numberBins: 10,
	squaresPerBin: 11,
	squareSize: 3,
	squareSpacing: 4,
	xSpacing: 88
	});
	});
	</script>