From 8ea6927ba6404503e2f56a7fa82d3096267bed46 Mon Sep 17 00:00:00 2001 From: Carsten Date: Thu, 7 Jun 2018 15:34:12 +0200 Subject: [PATCH] emoji distance calculation as notebook --- Project/Tools/Emoji_Sentiment_Data_v1.0.csv | 970 ++++++++++++++ Project/naive_approach/Emoji_Distance.ipynb | 1279 +++++++++++++++++++ 2 files changed, 2249 insertions(+) create mode 100644 Project/Tools/Emoji_Sentiment_Data_v1.0.csv create mode 100644 Project/naive_approach/Emoji_Distance.ipynb diff --git a/Project/Tools/Emoji_Sentiment_Data_v1.0.csv b/Project/Tools/Emoji_Sentiment_Data_v1.0.csv new file mode 100644 index 0000000..d69e214 --- /dev/null +++ b/Project/Tools/Emoji_Sentiment_Data_v1.0.csv @@ -0,0 +1,970 @@ +Emoji;Unicode codepoint;Occurrences;Position;Negative;Neutral;Positive;Unicode name;Unicode block +😂;0x1f602;14622;0.805100583;3614;4163;6845;FACE WITH TEARS OF JOY;Emoticons +❤;0x2764;8050;0.746943086;355;1334;6361;HEAVY BLACK HEART;Dingbats +♥;0x2665;7144;0.753806008;252;1942;4950;BLACK HEART SUIT;Miscellaneous Symbols +😍;0x1f60d;6359;0.765292366;329;1390;4640;SMILING FACE WITH HEART-SHAPED EYES;Emoticons +😭;0x1f62d;5526;0.803351976;2412;1218;1896;LOUDLY CRYING FACE;Emoticons +😘;0x1f618;3648;0.854480172;193;702;2753;FACE THROWING A KISS;Emoticons +😊;0x1f60a;3186;0.813302436;189;754;2243;SMILING FACE WITH SMILING EYES;Emoticons +👌;0x1f44c;2925;0.805222883;274;728;1923;OK HAND SIGN;Miscellaneous Symbols and Pictographs +💕;0x1f495;2400;0.765725889;99;683;1618;TWO HEARTS;Miscellaneous Symbols and Pictographs +👏;0x1f44f;2336;0.787130164;243;634;1459;CLAPPING HANDS SIGN;Miscellaneous Symbols and Pictographs +😁;0x1f601;2189;0.796151187;278;648;1263;GRINNING FACE WITH SMILING EYES;Emoticons +☺;0x263a;2062;0.798633582;128;449;1485;WHITE SMILING FACE;Miscellaneous Symbols +♡;0x2661;1975;0.763695423;102;448;1425;WHITE HEART SUIT;Miscellaneous Symbols +👍;0x1f44d;1854;0.812125626;213;460;1181;THUMBS UP SIGN;Miscellaneous Symbols and Pictographs +😩;0x1f629;1808;0.826213985;1069;336;403;WEARY FACE;Emoticons +🙏;0x1f64f;1539;0.793847592;124;648;767;PERSON WITH FOLDED HANDS;Emoticons +✌;0x270c;1534;0.790480332;173;476;885;VICTORY HAND;Dingbats +😏;0x1f60f;1522;0.764977294;170;676;676;SMIRKING FACE;Emoticons +😉;0x1f609;1521;0.844832651;151;513;857;WINKING FACE;Emoticons +🙌;0x1f64c;1506;0.790600034;152;358;996;PERSON RAISING BOTH HANDS IN CELEBRATION;Emoticons +🙈;0x1f648;1456;0.738880937;238;350;868;SEE-NO-EVIL MONKEY;Emoticons +💪;0x1f4aa;1409;0.806704098;101;424;884;FLEXED BICEPS;Miscellaneous Symbols and Pictographs +😄;0x1f604;1398;0.794972621;191;426;781;SMILING FACE WITH OPEN MOUTH AND SMILING EYES;Emoticons +😒;0x1f612;1385;0.857620553;819;266;300;UNAMUSED FACE;Emoticons +💃;0x1f483;1344;0.852764705;59;237;1048;DANCER;Miscellaneous Symbols and Pictographs +💖;0x1f496;1263;0.762239109;54;254;955;SPARKLING HEART;Miscellaneous Symbols and Pictographs +😃;0x1f603;1206;0.734782211;86;361;759;SMILING FACE WITH OPEN MOUTH;Emoticons +😔;0x1f614;1205;0.86614594;559;263;383;PENSIVE FACE;Emoticons +😱;0x1f631;1130;0.773313178;298;319;513;FACE SCREAMING IN FEAR;Emoticons +🎉;0x1f389;1125;0.743635879;43;207;875;PARTY POPPER;Miscellaneous Symbols and Pictographs +😜;0x1f61c;1035;0.822246602;115;333;587;FACE WITH STUCK-OUT TONGUE AND WINKING EYE;Emoticons +☯;0x262f;992;0.383524015;5;981;6;YIN YANG;Miscellaneous Symbols +🌸;0x1f338;946;0.570021571;37;255;654;CHERRY BLOSSOM;Miscellaneous Symbols and Pictographs +💜;0x1f49c;939;0.730869962;41;241;657;PURPLE HEART;Miscellaneous Symbols and Pictographs +💙;0x1f499;912;0.703047577;29;186;697;BLUE HEART;Miscellaneous Symbols and Pictographs +✨;0x2728;848;0.560430162;43;463;342;SPARKLES;Dingbats +😳;0x1f633;846;0.797185814;277;277;292;FLUSHED FACE;Emoticons +💗;0x1f497;836;0.799725947;42;201;593;GROWING HEART;Miscellaneous Symbols and Pictographs +★;0x2605;828;0.353316599;25;543;260;BLACK STAR;Miscellaneous Symbols +█;0x2588;798;0.634172164;71;682;45;FULL BLOCK;Block Elements +☀;0x2600;786;0.54553079;21;377;388;BLACK SUN WITH RAYS;Miscellaneous Symbols +😡;0x1f621;756;0.861522028;403;81;272;POUTING FACE;Emoticons +😎;0x1f60e;754;0.76564387;79;224;451;SMILING FACE WITH SUNGLASSES;Emoticons +😢;0x1f622;749;0.813896833;288;168;293;CRYING FACE;Emoticons +💋;0x1f48b;734;0.800580592;28;169;537;KISS MARK;Miscellaneous Symbols and Pictographs +😋;0x1f60b;734;0.76498518;33;203;498;FACE SAVOURING DELICIOUS FOOD;Emoticons +🙊;0x1f64a;725;0.740523086;97;197;431;SPEAK-NO-EVIL MONKEY;Emoticons +😴;0x1f634;718;0.849922938;303;170;245;SLEEPING FACE;Emoticons +🎶;0x1f3b6;701;0.797255889;67;189;445;MULTIPLE MUSICAL NOTES;Miscellaneous Symbols and Pictographs +💞;0x1f49e;687;0.828705997;27;123;537;REVOLVING HEARTS;Miscellaneous Symbols and Pictographs +😌;0x1f60c;665;0.847121229;93;157;415;RELIEVED FACE;Emoticons +🔥;0x1f525;651;0.61555041;80;400;171;FIRE;Miscellaneous Symbols and Pictographs +💯;0x1f4af;637;0.871819418;179;202;256;HUNDRED POINTS SYMBOL;Miscellaneous Symbols and Pictographs +🔫;0x1f52b;604;0.893761284;298;126;180;PISTOL;Miscellaneous Symbols and Pictographs +💛;0x1f49b;602;0.751631631;25;123;454;YELLOW HEART;Miscellaneous Symbols and Pictographs +💁;0x1f481;549;0.839628793;105;159;285;INFORMATION DESK PERSON;Miscellaneous Symbols and Pictographs +💚;0x1f49a;537;0.737498972;41;101;395;GREEN HEART;Miscellaneous Symbols and Pictographs +♫;0x266b;533;0.396607039;33;313;187;BEAMED EIGHTH NOTES;Miscellaneous Symbols +😞;0x1f61e;532;0.825187832;255;85;192;DISAPPOINTED FACE;Emoticons +😆;0x1f606;527;0.809376422;81;148;298;SMILING FACE WITH OPEN MOUTH AND TIGHTLY-CLOSED EYES;Emoticons +😝;0x1f61d;496;0.808808972;65;155;276;FACE WITH STUCK-OUT TONGUE AND TIGHTLY-CLOSED EYES;Emoticons +😪;0x1f62a;482;0.858219873;208;105;169;SLEEPY FACE;Emoticons +�;0xfffd;472;0.11293316;78;275;119;REPLACEMENT CHARACTER;Specials +😫;0x1f62b;467;0.839517641;227;81;159;TIRED FACE;Emoticons +😅;0x1f605;462;0.827654572;135;109;218;SMILING FACE WITH OPEN MOUTH AND COLD SWEAT;Emoticons +👊;0x1f44a;458;0.824515864;121;111;226;FISTED HAND SIGN;Miscellaneous Symbols and Pictographs +💀;0x1f480;456;0.739462262;214;123;119;SKULL;Miscellaneous Symbols and Pictographs +😀;0x1f600;439;0.786284933;37;114;288;GRINNING FACE;Emoticons +😚;0x1f61a;424;0.853414944;20;81;323;KISSING FACE WITH CLOSED EYES;Emoticons +😻;0x1f63b;417;0.729665769;28;101;288;SMILING CAT FACE WITH HEART-SHAPED EYES;Emoticons +©;0xa9;416;0.740148376;54;259;103;COPYRIGHT SIGN;Latin-1 Supplement +👀;0x1f440;410;0.759422009;93;198;119;EYES;Miscellaneous Symbols and Pictographs +💘;0x1f498;395;0.785036942;18;87;290;HEART WITH ARROW;Miscellaneous Symbols and Pictographs +🐓;0x1f413;384;0.490808466;41;291;52;ROOSTER;Miscellaneous Symbols and Pictographs +☕;0x2615;382;0.685215074;53;182;147;HOT BEVERAGE;Miscellaneous Symbols +👋;0x1f44b;382;0.797944108;60;103;219;WAVING HAND SIGN;Miscellaneous Symbols and Pictographs +✋;0x270b;378;0.838291817;124;82;172;RAISED HAND;Dingbats +🎊;0x1f38a;363;0.72362175;20;59;284;CONFETTI BALL;Miscellaneous Symbols and Pictographs +🍕;0x1f355;352;0.544580757;19;166;167;SLICE OF PIZZA;Miscellaneous Symbols and Pictographs +❄;0x2744;349;0.760181984;34;103;212;SNOWFLAKE;Dingbats +😥;0x1f625;341;0.881976694;108;83;150;DISAPPOINTED BUT RELIEVED FACE;Emoticons +😕;0x1f615;340;0.856711865;205;66;69;CONFUSED FACE;Emoticons +💥;0x1f4a5;329;0.587206232;23;234;72;COLLISION SYMBOL;Miscellaneous Symbols and Pictographs +💔;0x1f494;328;0.835831574;136;96;96;BROKEN HEART;Miscellaneous Symbols and Pictographs +😤;0x1f624;327;0.884007985;157;82;88;FACE WITH LOOK OF TRIUMPH;Emoticons +😈;0x1f608;325;0.762497655;66;106;153;SMILING FACE WITH HORNS;Emoticons +►;0x25ba;325;0.516489206;40;192;93;BLACK RIGHT-POINTING POINTER;Geometric Shapes +✈;0x2708;322;0.521940266;13;161;148;AIRPLANE;Dingbats +🔝;0x1f51d;303;0.798433666;26;106;171;TOP WITH UPWARDS ARROW ABOVE;Miscellaneous Symbols and Pictographs +😰;0x1f630;302;0.919654285;132;44;126;FACE WITH OPEN MOUTH AND COLD SWEAT;Emoticons +⚽;0x26bd;299;0.193496177;15;83;201;SOCCER BALL;Miscellaneous Symbols +😑;0x1f611;299;0.844272967;154;85;60;EXPRESSIONLESS FACE;Emoticons +👑;0x1f451;298;0.698804832;12;65;221;CROWN;Miscellaneous Symbols and Pictographs +😹;0x1f639;295;0.8074145;88;77;130;CAT FACE WITH TEARS OF JOY;Emoticons +👉;0x1f449;292;0.559175629;20;137;135;WHITE RIGHT POINTING BACKHAND INDEX;Miscellaneous Symbols and Pictographs +🍃;0x1f343;291;0.572324349;29;122;140;LEAF FLUTTERING IN WIND;Miscellaneous Symbols and Pictographs +🎁;0x1f381;288;0.709181399;11;45;232;WRAPPED PRESENT;Miscellaneous Symbols and Pictographs +😠;0x1f620;288;0.849218089;163;49;76;ANGRY FACE;Emoticons +🐧;0x1f427;284;0.540408727;11;131;142;PENGUIN;Miscellaneous Symbols and Pictographs +☆;0x2606;282;0.563398192;8;144;130;WHITE STAR;Miscellaneous Symbols +🍀;0x1f340;278;0.768496291;6;186;86;FOUR LEAF CLOVER;Miscellaneous Symbols and Pictographs +🎈;0x1f388;277;0.718504213;4;68;205;BALLOON;Miscellaneous Symbols and Pictographs +🎅;0x1f385;274;0.800786662;7;172;95;FATHER CHRISTMAS;Miscellaneous Symbols and Pictographs +😓;0x1f613;273;0.844887359;118;59;96;FACE WITH COLD SWEAT;Emoticons +😣;0x1f623;271;0.903307721;147;35;89;PERSEVERING FACE;Emoticons +😐;0x1f610;270;0.882732825;150;76;44;NEUTRAL FACE;Emoticons +✊;0x270a;270;0.858608998;37;79;154;RAISED FIST;Dingbats +😨;0x1f628;269;0.813687927;117;73;79;FEARFUL FACE;Emoticons +😖;0x1f616;268;0.868926665;130;50;88;CONFOUNDED FACE;Emoticons +💤;0x1f4a4;267;0.800461854;38;91;138;SLEEPING SYMBOL;Miscellaneous Symbols and Pictographs +💓;0x1f493;259;0.783045488;15;55;189;BEATING HEART;Miscellaneous Symbols and Pictographs +👎;0x1f44e;258;0.914491346;128;51;79;THUMBS DOWN SIGN;Miscellaneous Symbols and Pictographs +💦;0x1f4a6;252;0.779043752;35;62;155;SPLASHING SWEAT SYMBOL;Miscellaneous Symbols and Pictographs +✔;0x2714;249;0.565237075;31;119;99;HEAVY CHECK MARK;Dingbats +😷;0x1f637;246;0.840376534;117;54;75;FACE WITH MEDICAL MASK;Emoticons +⚡;0x26a1;246;0.778780762;10;182;54;HIGH VOLTAGE SIGN;Miscellaneous Symbols +🙋;0x1f64b;236;0.732500422;30;60;146;HAPPY PERSON RAISING ONE HAND;Emoticons +🎄;0x1f384;236;0.632526433;15;79;142;CHRISTMAS TREE;Miscellaneous Symbols and Pictographs +💩;0x1f4a9;229;0.839720048;94;68;67;PILE OF POO;Miscellaneous Symbols and Pictographs +🎵;0x1f3b5;223;0.71526961;23;64;136;MUSICAL NOTE;Miscellaneous Symbols and Pictographs +➡;0x27a1;222;0.478330444;2;185;35;BLACK RIGHTWARDS ARROW;Dingbats +😛;0x1f61b;220;0.734419263;18;50;152;FACE WITH STUCK-OUT TONGUE;Emoticons +😬;0x1f62c;214;0.793679841;57;58;99;GRIMACING FACE;Emoticons +👯;0x1f46f;211;0.742043843;24;69;118;WOMAN WITH BUNNY EARS;Miscellaneous Symbols and Pictographs +💎;0x1f48e;209;0.694054736;11;68;130;GEM STONE;Miscellaneous Symbols and Pictographs +🌿;0x1f33f;208;0.600120585;1;125;82;HERB;Miscellaneous Symbols and Pictographs +🎂;0x1f382;201;0.747999917;16;44;141;BIRTHDAY CAKE;Miscellaneous Symbols and Pictographs +🌟;0x1f31f;199;0.654510913;11;111;77;GLOWING STAR;Miscellaneous Symbols and Pictographs +🔮;0x1f52e;199;0.333161733;6;133;60;CRYSTAL BALL;Miscellaneous Symbols and Pictographs +❗;0x2757;198;0.620120854;31;116;51;HEAVY EXCLAMATION MARK SYMBOL;Dingbats +👫;0x1f46b;197;0.664270589;43;60;94;MAN AND WOMAN HOLDING HANDS;Miscellaneous Symbols and Pictographs +🏆;0x1f3c6;194;0.705937446;6;39;149;TROPHY;Miscellaneous Symbols and Pictographs +✖;0x2716;193;0.514517152;8;116;69;HEAVY MULTIPLICATION X;Dingbats +☝;0x261d;191;0.7597726;27;77;87;WHITE UP POINTING INDEX;Miscellaneous Symbols +😙;0x1f619;191;0.875675106;3;34;154;KISSING FACE WITH SMILING EYES;Emoticons +⛄;0x26c4;191;0.738724736;14;62;115;SNOWMAN WITHOUT SNOW;Miscellaneous Symbols +👅;0x1f445;190;0.738179133;23;55;112;TONGUE;Miscellaneous Symbols and Pictographs +♪;0x266a;190;0.696314423;15;57;118;EIGHTH NOTE;Miscellaneous Symbols +🍂;0x1f342;189;0.634540658;6;72;111;FALLEN LEAF;Miscellaneous Symbols and Pictographs +💏;0x1f48f;185;0.72895246;33;46;106;KISS;Miscellaneous Symbols and Pictographs +🔪;0x1f52a;183;0.764046479;38;94;51;HOCHO;Miscellaneous Symbols and Pictographs +🌴;0x1f334;178;0.675890052;13;57;108;PALM TREE;Miscellaneous Symbols and Pictographs +👈;0x1f448;174;0.701409121;14;71;89;WHITE LEFT POINTING BACKHAND INDEX;Miscellaneous Symbols and Pictographs +🌹;0x1f339;172;0.664431116;3;61;108;ROSE;Miscellaneous Symbols and Pictographs +🙆;0x1f646;171;0.839916616;15;54;102;FACE WITH OK GESTURE;Emoticons +➜;0x279c;170;0.558506642;8;126;36;HEAVY ROUND-TIPPED RIGHTWARDS ARROW;Dingbats +👻;0x1f47b;168;0.740824428;28;73;67;GHOST;Miscellaneous Symbols and Pictographs +💰;0x1f4b0;168;0.827466509;26;73;69;MONEY BAG;Miscellaneous Symbols and Pictographs +🍻;0x1f37b;165;0.745306588;17;45;103;CLINKING BEER MUGS;Miscellaneous Symbols and Pictographs +🙅;0x1f645;165;0.838871886;76;47;42;FACE WITH NO GOOD GESTURE;Emoticons +🌞;0x1f31e;162;0.709366196;3;64;95;SUN WITH FACE;Miscellaneous Symbols and Pictographs +🍁;0x1f341;161;0.62398169;5;72;84;MAPLE LEAF;Miscellaneous Symbols and Pictographs +⭐;0x2b50;159;0.600764348;5;55;99;WHITE MEDIUM STAR;Miscellaneous Symbols and Arrows +▪;0x25aa;159;0.145166872;15;97;47;BLACK SMALL SQUARE;Geometric Shapes +🎀;0x1f380;156;0.651799025;6;44;106;RIBBON;Miscellaneous Symbols and Pictographs +━;0x2501;156;0.540249825;14;100;42;BOX DRAWINGS HEAVY HORIZONTAL;Box Drawing +☷;0x2637;154;0.012407833;2;140;12;TRIGRAM FOR EARTH;Miscellaneous Symbols +🐷;0x1f437;152;0.6026825;11;73;68;PIG FACE;Miscellaneous Symbols and Pictographs +🙉;0x1f649;150;0.757694988;26;47;77;HEAR-NO-EVIL MONKEY;Emoticons +🌺;0x1f33a;150;0.629472896;2;62;86;HIBISCUS;Miscellaneous Symbols and Pictographs +💅;0x1f485;149;0.755747604;27;36;86;NAIL POLISH;Miscellaneous Symbols and Pictographs +🐶;0x1f436;148;0.654155755;12;37;99;DOG FACE;Miscellaneous Symbols and Pictographs +🌚;0x1f31a;148;0.759894657;23;32;93;NEW MOON WITH FACE;Miscellaneous Symbols and Pictographs +👽;0x1f47d;146;0.612456875;13;73;60;EXTRATERRESTRIAL ALIEN;Miscellaneous Symbols and Pictographs +🎤;0x1f3a4;144;0.67089174;17;40;87;MICROPHONE;Miscellaneous Symbols and Pictographs +👭;0x1f46d;144;0.667223526;20;36;88;TWO WOMEN HOLDING HANDS;Miscellaneous Symbols and Pictographs +🎧;0x1f3a7;142;0.842970526;18;46;78;HEADPHONE;Miscellaneous Symbols and Pictographs +👆;0x1f446;138;0.78746414;16;60;62;WHITE UP POINTING BACKHAND INDEX;Miscellaneous Symbols and Pictographs +🍸;0x1f378;138;0.662604118;12;38;88;COCKTAIL GLASS;Miscellaneous Symbols and Pictographs +🍷;0x1f377;137;0.603671624;7;68;62;WINE GLASS;Miscellaneous Symbols and Pictographs +®;0xae;137;0.353084876;9;80;48;REGISTERED SIGN;Latin-1 Supplement +🍉;0x1f349;136;0.647778999;10;33;93;WATERMELON;Miscellaneous Symbols and Pictographs +😇;0x1f607;135;0.781831331;9;36;90;SMILING FACE WITH HALO;Emoticons +☑;0x2611;135;0.690061863;2;117;16;BALLOT BOX WITH CHECK;Miscellaneous Symbols +🏃;0x1f3c3;135;0.735256148;12;55;68;RUNNER;Miscellaneous Symbols and Pictographs +😿;0x1f63f;134;0.811560707;78;29;27;CRYING CAT FACE;Emoticons +│;0x2502;134;0.483180302;0;87;47;BOX DRAWINGS LIGHT VERTICAL;Box Drawing +💣;0x1f4a3;131;0.846726927;40;50;41;BOMB;Miscellaneous Symbols and Pictographs +🍺;0x1f37a;131;0.68156608;8;49;74;BEER MUG;Miscellaneous Symbols and Pictographs +▶;0x25b6;131;0.498359177;7;89;35;BLACK RIGHT-POINTING TRIANGLE;Geometric Shapes +😲;0x1f632;129;0.853619885;50;38;41;ASTONISHED FACE;Emoticons +🎸;0x1f3b8;125;0.605443071;1;57;67;GUITAR;Miscellaneous Symbols and Pictographs +🍹;0x1f379;123;0.764164553;5;30;88;TROPICAL DRINK;Miscellaneous Symbols and Pictographs +💫;0x1f4ab;121;0.614437663;4;51;66;DIZZY SYMBOL;Miscellaneous Symbols and Pictographs +📚;0x1f4da;119;0.69163189;22;34;63;BOOKS;Miscellaneous Symbols and Pictographs +😶;0x1f636;117;0.868667638;50;34;33;FACE WITHOUT MOUTH;Emoticons +🌷;0x1f337;116;0.623397976;0;52;64;TULIP;Miscellaneous Symbols and Pictographs +💝;0x1f49d;115;0.774410045;8;23;84;HEART WITH RIBBON;Miscellaneous Symbols and Pictographs +💨;0x1f4a8;115;0.711396809;12;46;57;DASH SYMBOL;Miscellaneous Symbols and Pictographs +🏈;0x1f3c8;114;0.823010837;7;38;69;AMERICAN FOOTBALL;Miscellaneous Symbols and Pictographs +💍;0x1f48d;112;0.807520998;16;25;71;RING;Miscellaneous Symbols and Pictographs +☔;0x2614;111;0.687353164;21;36;54;UMBRELLA WITH RAIN DROPS;Miscellaneous Symbols +👸;0x1f478;111;0.654472403;6;30;75;PRINCESS;Miscellaneous Symbols and Pictographs +🇪;0x1f1ea;109;0.698877291;2;36;71;REGIONAL INDICATOR SYMBOL LETTER E;Enclosed Alphanumeric Supplement +░;0x2591;108;0.439438477;25;63;20;LIGHT SHADE;Block Elements +🍩;0x1f369;107;0.708816106;15;35;57;DOUGHNUT;Miscellaneous Symbols and Pictographs +👾;0x1f47e;105;0.55188131;1;64;40;ALIEN MONSTER;Miscellaneous Symbols and Pictographs +☁;0x2601;104;0.595923185;14;43;47;CLOUD;Miscellaneous Symbols +🌻;0x1f33b;104;0.607167343;1;41;62;SUNFLOWER;Miscellaneous Symbols and Pictographs +😵;0x1f635;103;0.808813841;33;28;42;DIZZY FACE;Emoticons +📒;0x1f4d2;102;0.473944671;0;98;4;LEDGER;Miscellaneous Symbols and Pictographs +↿;0x21bf;102;0.710504202;0;34;68;UPWARDS HARPOON WITH BARB LEFTWARDS;Arrows +🐯;0x1f42f;100;0.549561832;4;43;53;TIGER FACE;Miscellaneous Symbols and Pictographs +👼;0x1f47c;99;0.683210618;17;31;51;BABY ANGEL;Miscellaneous Symbols and Pictographs +🍔;0x1f354;98;0.636878313;16;38;44;HAMBURGER;Miscellaneous Symbols and Pictographs +😸;0x1f638;97;0.782035657;11;34;52;GRINNING CAT FACE WITH SMILING EYES;Emoticons +👶;0x1f476;96;0.745048578;13;27;56;BABY;Miscellaneous Symbols and Pictographs +↾;0x21be;96;0.707142857;0;32;64;UPWARDS HARPOON WITH BARB RIGHTWARDS;Arrows +💐;0x1f490;95;0.727586517;3;17;75;BOUQUET;Miscellaneous Symbols and Pictographs +🌊;0x1f30a;95;0.779832163;8;30;57;WATER WAVE;Miscellaneous Symbols and Pictographs +🍦;0x1f366;95;0.630275908;13;24;58;SOFT ICE CREAM;Miscellaneous Symbols and Pictographs +🍓;0x1f353;94;0.689469367;3;23;68;STRAWBERRY;Miscellaneous Symbols and Pictographs +👇;0x1f447;94;0.557020638;13;44;37;WHITE DOWN POINTING BACKHAND INDEX;Miscellaneous Symbols and Pictographs +💆;0x1f486;92;0.814023638;24;23;45;FACE MASSAGE;Miscellaneous Symbols and Pictographs +🍴;0x1f374;92;0.580197926;4;33;55;FORK AND KNIFE;Miscellaneous Symbols and Pictographs +😧;0x1f627;92;0.774990088;36;26;30;ANGUISHED FACE;Emoticons +🇸;0x1f1f8;91;0.654691493;8;27;56;REGIONAL INDICATOR SYMBOL LETTER S;Enclosed Alphanumeric Supplement +😮;0x1f62e;90;0.774237435;16;33;41;FACE WITH OPEN MOUTH;Emoticons +▓;0x2593;90;0.658247473;2;85;3;DARK SHADE;Block Elements +🚫;0x1f6ab;88;0.702937729;48;32;8;NO ENTRY SIGN;Transport and Map Symbols +😽;0x1f63d;88;0.754242708;11;14;63;KISSING CAT FACE WITH CLOSED EYES;Emoticons +🌈;0x1f308;88;0.671884074;5;31;52;RAINBOW;Miscellaneous Symbols and Pictographs +🙀;0x1f640;88;0.790729154;14;30;44;WEARY CAT FACE;Emoticons +⚠;0x26a0;88;0.489084942;16;62;10;WARNING SIGN;Miscellaneous Symbols +🎮;0x1f3ae;86;0.467430446;8;32;46;VIDEO GAME;Miscellaneous Symbols and Pictographs +╯;0x256f;84;0.506910946;19;47;18;BOX DRAWINGS LIGHT ARC UP AND LEFT;Box Drawing +🍆;0x1f346;84;0.7185031;6;37;41;AUBERGINE;Miscellaneous Symbols and Pictographs +🍰;0x1f370;84;0.78250627;13;19;52;SHORTCAKE;Miscellaneous Symbols and Pictographs +✓;0x2713;84;0.627535601;9;41;34;CHECK MARK;Dingbats +👐;0x1f450;83;0.875981032;33;19;31;OPEN HANDS SIGN;Miscellaneous Symbols and Pictographs +🙇;0x1f647;83;0.794293941;24;23;36;PERSON BOWING DEEPLY;Emoticons +🍟;0x1f35f;83;0.650433666;14;29;40;FRENCH FRIES;Miscellaneous Symbols and Pictographs +🍌;0x1f34c;82;0.540634157;10;25;47;BANANA;Miscellaneous Symbols and Pictographs +💑;0x1f491;82;0.682682631;5;16;61;COUPLE WITH HEART;Miscellaneous Symbols and Pictographs +👬;0x1f46c;82;0.622239773;29;29;24;TWO MEN HOLDING HANDS;Miscellaneous Symbols and Pictographs +🐣;0x1f423;81;0.775650511;12;17;52;HATCHING CHICK;Miscellaneous Symbols and Pictographs +🎃;0x1f383;81;0.723541282;6;19;56;JACK-O-LANTERN;Miscellaneous Symbols and Pictographs +▬;0x25ac;81;0.33474298;0;42;39;BLACK RECTANGLE;Geometric Shapes +;0xfffc;81;0.308958013;44;33;4;OBJECT REPLACEMENT CHARACTER;Specials +😟;0x1f61f;80;0.824309355;28;18;34;WORRIED FACE;Emoticons +🐾;0x1f43e;78;0.738983384;8;13;57;PAW PRINTS;Miscellaneous Symbols and Pictographs +🎓;0x1f393;77;0.647134355;7;18;52;GRADUATION CAP;Miscellaneous Symbols and Pictographs +🏊;0x1f3ca;77;0.65309632;2;27;48;SWIMMER;Miscellaneous Symbols and Pictographs +🍫;0x1f36b;76;0.792701023;22;20;34;CHOCOLATE BAR;Miscellaneous Symbols and Pictographs +📷;0x1f4f7;76;0.489732992;7;28;41;CAMERA;Miscellaneous Symbols and Pictographs +👄;0x1f444;75;0.591674278;5;28;42;MOUTH;Miscellaneous Symbols and Pictographs +🌼;0x1f33c;74;0.603679109;1;12;61;BLOSSOM;Miscellaneous Symbols and Pictographs +🚶;0x1f6b6;74;0.796900446;28;29;17;PEDESTRIAN;Transport and Map Symbols +🐱;0x1f431;73;0.544447706;10;14;49;CAT FACE;Miscellaneous Symbols and Pictographs +║;0x2551;73;0.568238107;0;62;11;BOX DRAWINGS DOUBLE VERTICAL;Box Drawing +🐸;0x1f438;72;0.845772164;24;30;18;FROG FACE;Miscellaneous Symbols and Pictographs +🇺;0x1f1fa;71;0.682892538;8;15;48;REGIONAL INDICATOR SYMBOL LETTER U;Enclosed Alphanumeric Supplement +👿;0x1f47f;70;0.910730779;47;15;8;IMP;Miscellaneous Symbols and Pictographs +🚬;0x1f6ac;70;0.805066327;8;16;46;SMOKING SYMBOL;Transport and Map Symbols +✿;0x273f;70;0.49871007;2;38;30;BLACK FLORETTE;Dingbats +📖;0x1f4d6;68;0.709941199;18;20;30;OPEN BOOK;Miscellaneous Symbols and Pictographs +🐒;0x1f412;68;0.639847887;1;29;38;MONKEY;Miscellaneous Symbols and Pictographs +🌍;0x1f30d;68;0.623864265;5;16;47;EARTH GLOBE EUROPE-AFRICA;Miscellaneous Symbols and Pictographs +┊;0x250a;68;0.681885417;0;0;68;BOX DRAWINGS LIGHT QUADRUPLE DASH VERTICAL;Box Drawing +🐥;0x1f425;67;0.779887133;4;18;45;FRONT-FACING BABY CHICK;Miscellaneous Symbols and Pictographs +🌀;0x1f300;66;0.553405789;10;39;17;CYCLONE;Miscellaneous Symbols and Pictographs +🐼;0x1f43c;66;0.614422004;4;40;22;PANDA FACE;Miscellaneous Symbols and Pictographs +🎥;0x1f3a5;66;0.675875827;8;30;28;MOVIE CAMERA;Miscellaneous Symbols and Pictographs +💄;0x1f484;66;0.636585295;6;24;36;LIPSTICK;Miscellaneous Symbols and Pictographs +💸;0x1f4b8;66;0.790337996;16;23;27;MONEY WITH WINGS;Miscellaneous Symbols and Pictographs +⛔;0x26d4;65;0.405987251;5;22;38;NO ENTRY;Miscellaneous Symbols +●;0x25cf;65;0.561224463;8;37;20;BLACK CIRCLE;Geometric Shapes +🏀;0x1f3c0;64;0.807196812;13;21;30;BASKETBALL AND HOOP;Miscellaneous Symbols and Pictographs +💉;0x1f489;64;0.749555976;11;18;35;SYRINGE;Miscellaneous Symbols and Pictographs +💟;0x1f49f;63;0.787621444;3;12;48;HEART DECORATION;Miscellaneous Symbols and Pictographs +🚗;0x1f697;62;0.638133891;8;31;23;AUTOMOBILE;Transport and Map Symbols +😯;0x1f62f;62;0.859007902;16;22;24;HUSHED FACE;Emoticons +📝;0x1f4dd;62;0.794711655;8;31;23;MEMO;Miscellaneous Symbols and Pictographs +═;0x2550;62;0.441188106;0;61;1;BOX DRAWINGS DOUBLE HORIZONTAL;Box Drawing +♦;0x2666;61;0.562227083;6;20;35;BLACK DIAMOND SUIT;Miscellaneous Symbols +💭;0x1f4ad;60;0.687954711;10;27;23;THOUGHT BALLOON;Miscellaneous Symbols and Pictographs +🌙;0x1f319;58;0.669389528;3;16;39;CRESCENT MOON;Miscellaneous Symbols and Pictographs +🐟;0x1f41f;58;0.676573608;2;12;44;FISH;Miscellaneous Symbols and Pictographs +👣;0x1f463;58;0.638779151;6;25;27;FOOTPRINTS;Miscellaneous Symbols and Pictographs +☞;0x261e;58;0.725402078;0;51;7;WHITE RIGHT POINTING INDEX;Miscellaneous Symbols +✂;0x2702;58;0.810271779;34;18;6;BLACK SCISSORS;Dingbats +🗿;0x1f5ff;58;0.941936907;5;21;32;MOYAI;Miscellaneous Symbols and Pictographs +🍝;0x1f35d;57;0.56442207;16;18;23;SPAGHETTI;Miscellaneous Symbols and Pictographs +👪;0x1f46a;57;0.653303852;24;10;23;FAMILY;Miscellaneous Symbols and Pictographs +🍭;0x1f36d;57;0.632538929;9;21;27;LOLLIPOP;Miscellaneous Symbols and Pictographs +🌃;0x1f303;56;0.747623603;3;27;26;NIGHT WITH STARS;Miscellaneous Symbols and Pictographs +❌;0x274c;56;0.612998;14;12;30;CROSS MARK;Dingbats +🐰;0x1f430;55;0.707516692;4;13;38;RABBIT FACE;Miscellaneous Symbols and Pictographs +💊;0x1f48a;55;0.675071279;8;14;33;PILL;Miscellaneous Symbols and Pictographs +🚨;0x1f6a8;55;0.520959173;6;6;43;POLICE CARS REVOLVING LIGHT;Transport and Map Symbols +😦;0x1f626;54;0.882218595;30;15;9;FROWNING FACE WITH OPEN MOUTH;Emoticons +🍪;0x1f36a;54;0.736575166;10;16;28;COOKIE;Miscellaneous Symbols and Pictographs +🍣;0x1f363;53;0.669970061;24;18;11;SUSHI;Miscellaneous Symbols and Pictographs +╭;0x256d;53;0.490077251;3;38;12;BOX DRAWINGS LIGHT ARC DOWN AND RIGHT;Box Drawing +✧;0x2727;53;0.398520727;1;33;19;WHITE FOUR POINTED STAR;Dingbats +🎆;0x1f386;52;0.798520237;2;9;41;FIREWORKS;Miscellaneous Symbols and Pictographs +╮;0x256e;52;0.422827361;5;35;12;BOX DRAWINGS LIGHT ARC DOWN AND LEFT;Box Drawing +🎎;0x1f38e;51;0.417134709;0;2;49;JAPANESE DOLLS;Miscellaneous Symbols and Pictographs +🇩;0x1f1e9;51;0.74501238;1;16;34;REGIONAL INDICATOR SYMBOL LETTER D;Enclosed Alphanumeric Supplement +✅;0x2705;51;0.672789014;3;23;25;WHITE HEAVY CHECK MARK;Dingbats +👹;0x1f479;49;0.70117277;13;20;16;JAPANESE OGRE;Miscellaneous Symbols and Pictographs +📱;0x1f4f1;49;0.719713336;4;25;20;MOBILE PHONE;Miscellaneous Symbols and Pictographs +🙍;0x1f64d;49;0.844922892;29;8;12;PERSON FROWNING;Emoticons +🍑;0x1f351;49;0.739305631;12;12;25;PEACH;Miscellaneous Symbols and Pictographs +🎼;0x1f3bc;49;0.636141803;2;28;19;MUSICAL SCORE;Miscellaneous Symbols and Pictographs +🔊;0x1f50a;49;0.651738713;4;20;25;SPEAKER WITH THREE SOUND WAVES;Miscellaneous Symbols and Pictographs +🌌;0x1f30c;47;0.750586217;5;11;31;MILKY WAY;Miscellaneous Symbols and Pictographs +🍎;0x1f34e;47;0.75089759;6;19;22;RED APPLE;Miscellaneous Symbols and Pictographs +🐻;0x1f43b;47;0.691609267;6;13;28;BEAR FACE;Miscellaneous Symbols and Pictographs +─;0x2500;47;0.711348374;0;40;7;BOX DRAWINGS LIGHT HORIZONTAL;Box Drawing +╰;0x2570;47;0.509745612;7;36;4;BOX DRAWINGS LIGHT ARC UP AND RIGHT;Box Drawing +💇;0x1f487;46;0.678429189;7;16;23;HAIRCUT;Miscellaneous Symbols and Pictographs +♬;0x266c;46;0.677442137;4;26;16;BEAMED SIXTEENTH NOTES;Miscellaneous Symbols +♚;0x265a;46;0.389194579;0;44;2;BLACK CHESS KING;Miscellaneous Symbols +🔴;0x1f534;45;0.655928061;1;24;20;LARGE RED CIRCLE;Miscellaneous Symbols and Pictographs +🍱;0x1f371;45;0.58000953;25;10;10;BENTO BOX;Miscellaneous Symbols and Pictographs +🍊;0x1f34a;45;0.697299999;6;13;26;TANGERINE;Miscellaneous Symbols and Pictographs +🍒;0x1f352;45;0.619434077;6;18;21;CHERRIES;Miscellaneous Symbols and Pictographs +🐭;0x1f42d;45;0.822545804;0;12;33;MOUSE FACE;Miscellaneous Symbols and Pictographs +👟;0x1f45f;45;0.561642541;5;15;25;ATHLETIC SHOE;Miscellaneous Symbols and Pictographs +🌎;0x1f30e;44;0.743438616;5;19;20;EARTH GLOBE AMERICAS;Miscellaneous Symbols and Pictographs +🍍;0x1f34d;44;0.583336287;7;8;29;PINEAPPLE;Miscellaneous Symbols and Pictographs +🐮;0x1f42e;43;0.846658768;2;12;29;COW FACE;Miscellaneous Symbols and Pictographs +📲;0x1f4f2;43;0.598172133;7;18;18;MOBILE PHONE WITH RIGHTWARDS ARROW AT LEFT;Miscellaneous Symbols and Pictographs +☼;0x263c;43;0.461142875;2;30;11;WHITE SUN WITH RAYS;Miscellaneous Symbols +🌅;0x1f305;42;0.603551051;6;14;22;SUNRISE;Miscellaneous Symbols and Pictographs +🇷;0x1f1f7;42;0.716327847;1;10;31;REGIONAL INDICATOR SYMBOL LETTER R;Enclosed Alphanumeric Supplement +👠;0x1f460;42;0.637243017;6;14;22;HIGH-HEELED SHOE;Miscellaneous Symbols and Pictographs +🌽;0x1f33d;42;0.648931091;5;12;25;EAR OF MAIZE;Miscellaneous Symbols and Pictographs +💧;0x1f4a7;41;0.76764795;20;8;13;DROPLET;Miscellaneous Symbols and Pictographs +❓;0x2753;41;0.614920844;7;24;10;BLACK QUESTION MARK ORNAMENT;Dingbats +🍬;0x1f36c;41;0.784072191;8;9;24;CANDY;Miscellaneous Symbols and Pictographs +😺;0x1f63a;40;0.825897808;8;7;25;SMILING CAT FACE WITH OPEN MOUTH;Emoticons +🐴;0x1f434;40;0.795776393;8;21;11;HORSE FACE;Miscellaneous Symbols and Pictographs +🚀;0x1f680;40;0.698479931;2;15;23;ROCKET;Transport and Map Symbols +¦;0xa6;40;0.402048475;7;1;32;BROKEN BAR;Latin-1 Supplement +💢;0x1f4a2;40;0.560644274;6;18;16;ANGER SYMBOL;Miscellaneous Symbols and Pictographs +🎬;0x1f3ac;40;0.650028961;2;24;14;CLAPPER BOARD;Miscellaneous Symbols and Pictographs +🍧;0x1f367;40;0.674847866;9;9;22;SHAVED ICE;Miscellaneous Symbols and Pictographs +🍜;0x1f35c;40;0.577916931;9;5;26;STEAMING BOWL;Miscellaneous Symbols and Pictographs +🐏;0x1f40f;40;0.975591533;2;12;26;RAM;Miscellaneous Symbols and Pictographs +🐘;0x1f418;40;0.722256768;9;21;10;ELEPHANT;Miscellaneous Symbols and Pictographs +👧;0x1f467;40;0.649498717;10;14;16;GIRL;Miscellaneous Symbols and Pictographs +⠀;0x2800;40;0.377950694;6;26;8;BRAILLE PATTERN BLANK;Braille Patterns +🏄;0x1f3c4;39;0.772893432;2;13;24;SURFER;Miscellaneous Symbols and Pictographs +➤;0x27a4;39;0.382195298;0;26;13;BLACK RIGHTWARDS ARROWHEAD;Dingbats +⬆;0x2b06;39;0.605681579;1;25;13;UPWARDS BLACK ARROW;Miscellaneous Symbols and Arrows +🍋;0x1f34b;38;0.742802859;6;16;16;LEMON;Miscellaneous Symbols and Pictographs +🆗;0x1f197;38;0.852316542;6;4;28;SQUARED OK;Enclosed Alphanumeric Supplement +⚪;0x26aa;37;0.564780444;0;19;18;MEDIUM WHITE CIRCLE;Miscellaneous Symbols +📺;0x1f4fa;37;0.61386867;3;16;18;TELEVISION;Miscellaneous Symbols and Pictographs +🍅;0x1f345;37;0.838126825;9;5;23;TOMATO;Miscellaneous Symbols and Pictographs +⛅;0x26c5;37;0.61632427;4;11;22;SUN BEHIND CLOUD;Miscellaneous Symbols +🐢;0x1f422;37;0.621646684;6;17;14;TURTLE;Miscellaneous Symbols and Pictographs +👙;0x1f459;37;0.697202004;3;11;23;BIKINI;Miscellaneous Symbols and Pictographs +🏡;0x1f3e1;36;0.744478613;5;9;22;HOUSE WITH GARDEN;Miscellaneous Symbols and Pictographs +🌾;0x1f33e;36;0.558280959;5;5;26;EAR OF RICE;Miscellaneous Symbols and Pictographs +◉;0x25c9;36;0.046697697;0;26;10;FISHEYE;Geometric Shapes +✏;0x270f;35;0.625100023;3;16;16;PENCIL;Dingbats +🐬;0x1f42c;35;0.74664334;2;15;18;DOLPHIN;Miscellaneous Symbols and Pictographs +🍤;0x1f364;35;0.513142123;6;21;8;FRIED SHRIMP;Miscellaneous Symbols and Pictographs +🇹;0x1f1f9;35;0.584324615;0;13;22;REGIONAL INDICATOR SYMBOL LETTER T;Enclosed Alphanumeric Supplement +♣;0x2663;35;0.666096972;4;14;17;BLACK CLUB SUIT;Miscellaneous Symbols +🐝;0x1f41d;35;0.734687255;5;17;13;HONEYBEE;Miscellaneous Symbols and Pictographs +🌝;0x1f31d;34;0.718124589;5;17;12;FULL MOON WITH FACE;Miscellaneous Symbols and Pictographs +🇮;0x1f1ee;34;0.575925963;0;12;22;REGIONAL INDICATOR SYMBOL LETTER I;Enclosed Alphanumeric Supplement +🔋;0x1f50b;34;0.583005086;22;8;4;BATTERY;Miscellaneous Symbols and Pictographs +🐍;0x1f40d;34;0.622534826;3;15;16;SNAKE;Miscellaneous Symbols and Pictographs +♔;0x2654;34;0.588904318;0;14;20;WHITE CHESS KING;Miscellaneous Symbols +🍳;0x1f373;33;0.798473001;13;6;14;COOKING;Miscellaneous Symbols and Pictographs +🔵;0x1f535;33;0.680543536;4;14;15;LARGE BLUE CIRCLE;Miscellaneous Symbols and Pictographs +😾;0x1f63e;33;0.914644696;20;5;8;POUTING CAT FACE;Emoticons +🌕;0x1f315;33;0.641921506;3;7;23;FULL MOON SYMBOL;Miscellaneous Symbols and Pictographs +🐨;0x1f428;33;0.696298274;4;9;20;KOALA;Miscellaneous Symbols and Pictographs +🔐;0x1f510;33;0.845213961;6;9;18;CLOSED LOCK WITH KEY;Miscellaneous Symbols and Pictographs +💿;0x1f4bf;33;0.444466092;0;11;22;OPTICAL DISC;Miscellaneous Symbols and Pictographs +❁;0x2741;33;0.492535753;0;31;2;EIGHT PETALLED OUTLINED BLACK FLORETTE;Dingbats +🌳;0x1f333;32;0.536180131;2;11;19;DECIDUOUS TREE;Miscellaneous Symbols and Pictographs +👰;0x1f470;32;0.787391801;3;9;20;BRIDE WITH VEIL;Miscellaneous Symbols and Pictographs +❀;0x2740;32;0.443664362;0;18;14;WHITE FLORETTE;Dingbats +⚓;0x2693;32;0.592872704;2;8;22;ANCHOR;Miscellaneous Symbols +🚴;0x1f6b4;32;0.573441922;0;9;23;BICYCLIST;Transport and Map Symbols +▀;0x2580;32;0.249971192;10;17;5;UPPER HALF BLOCK;Block Elements +👗;0x1f457;31;0.703059819;5;13;13;DRESS;Miscellaneous Symbols and Pictographs +➕;0x2795;31;0.034111266;4;5;22;HEAVY PLUS SIGN;Dingbats +💬;0x1f4ac;30;0.635322751;4;10;16;SPEECH BALLOON;Miscellaneous Symbols and Pictographs +▒;0x2592;30;0.5006455;2;27;1;MEDIUM SHADE;Block Elements +🔜;0x1f51c;30;0.606237062;5;11;14;SOON WITH RIGHTWARDS ARROW ABOVE;Miscellaneous Symbols and Pictographs +🍨;0x1f368;30;0.656537195;8;7;15;ICE CREAM;Miscellaneous Symbols and Pictographs +💲;0x1f4b2;30;0.793676272;0;22;8;HEAVY DOLLAR SIGN;Miscellaneous Symbols and Pictographs +⛽;0x26fd;30;0.287349631;1;23;6;FUEL PUMP;Miscellaneous Symbols +🍙;0x1f359;29;0.566487361;5;10;14;RICE BALL;Miscellaneous Symbols and Pictographs +🍗;0x1f357;29;0.674706178;9;9;11;POULTRY LEG;Miscellaneous Symbols and Pictographs +🍲;0x1f372;29;0.672925496;7;11;11;POT OF FOOD;Miscellaneous Symbols and Pictographs +🍥;0x1f365;29;0.57963379;22;4;3;FISH CAKE WITH SWIRL DESIGN;Miscellaneous Symbols and Pictographs +▸;0x25b8;29;0.516844972;0;22;7;BLACK RIGHT-POINTING SMALL TRIANGLE;Geometric Shapes +♛;0x265b;29;0.48995855;4;15;10;BLACK CHESS QUEEN;Miscellaneous Symbols +😼;0x1f63c;28;0.855991066;5;7;16;CAT FACE WITH WRY SMILE;Emoticons +🐙;0x1f419;28;0.677637628;2;12;14;OCTOPUS;Miscellaneous Symbols and Pictographs +👨;0x1f468;28;0.693754806;2;8;18;MAN;Miscellaneous Symbols and Pictographs +🍚;0x1f35a;28;0.636903275;6;2;20;COOKED RICE;Miscellaneous Symbols and Pictographs +🍖;0x1f356;28;0.678553575;7;10;11;MEAT ON BONE;Miscellaneous Symbols and Pictographs +♨;0x2668;28;0.664942237;0;1;27;HOT SPRINGS;Miscellaneous Symbols +🎹;0x1f3b9;28;0.466337612;0;17;11;MUSICAL KEYBOARD;Miscellaneous Symbols and Pictographs +♕;0x2655;28;0.621310417;0;16;12;WHITE CHESS QUEEN;Miscellaneous Symbols +▃;0x2583;28;0.373188406;0;0;28;LOWER THREE EIGHTHS BLOCK;Block Elements +🚘;0x1f698;27;0.649502793;8;9;10;ONCOMING AUTOMOBILE;Transport and Map Symbols +🍏;0x1f34f;27;0.85243179;7;11;9;GREEN APPLE;Miscellaneous Symbols and Pictographs +👩;0x1f469;27;0.731773327;9;7;11;WOMAN;Miscellaneous Symbols and Pictographs +👦;0x1f466;27;0.606457886;5;13;9;BOY;Miscellaneous Symbols and Pictographs +🇬;0x1f1ec;27;0.582061343;2;15;10;REGIONAL INDICATOR SYMBOL LETTER G;Enclosed Alphanumeric Supplement +🇧;0x1f1e7;27;0.595070874;2;15;10;REGIONAL INDICATOR SYMBOL LETTER B;Enclosed Alphanumeric Supplement +☠;0x2620;27;0.748862198;7;14;6;SKULL AND CROSSBONES;Miscellaneous Symbols +🐠;0x1f420;26;0.767680777;4;6;16;TROPICAL FISH;Miscellaneous Symbols and Pictographs +🚹;0x1f6b9;26;0.811646698;1;4;21;MENS SYMBOL;Transport and Map Symbols +💵;0x1f4b5;26;0.806506343;3;9;14;BANKNOTE WITH DOLLAR SIGN;Miscellaneous Symbols and Pictographs +✰;0x2730;26;0.19481227;0;3;23;SHADOWED WHITE STAR;Dingbats +╠;0x2560;26;0.542511882;0;20;6;BOX DRAWINGS DOUBLE VERTICAL AND RIGHT;Box Drawing +👛;0x1f45b;25;0.696359786;4;7;14;PURSE;Miscellaneous Symbols and Pictographs +🚙;0x1f699;25;0.653234313;5;14;6;RECREATIONAL VEHICLE;Transport and Map Symbols +🌱;0x1f331;25;0.561338235;0;9;16;SEEDLING;Miscellaneous Symbols and Pictographs +💻;0x1f4bb;25;0.489415613;1;16;8;PERSONAL COMPUTER;Miscellaneous Symbols and Pictographs +🌏;0x1f30f;25;0.681460526;3;10;12;EARTH GLOBE ASIA-AUSTRALIA;Miscellaneous Symbols and Pictographs +▄;0x2584;25;0.464453824;8;11;6;LOWER HALF BLOCK;Block Elements +👓;0x1f453;24;0.514451688;0;16;8;EYEGLASSES;Miscellaneous Symbols and Pictographs +◄;0x25c4;24;0.671979253;0;18;6;BLACK LEFT-POINTING POINTER;Geometric Shapes +⚾;0x26be;24;0.213609507;9;7;8;BASEBALL;Miscellaneous Symbols +🌲;0x1f332;23;0.496443035;2;9;12;EVERGREEN TREE;Miscellaneous Symbols and Pictographs +👴;0x1f474;23;0.783858479;5;7;11;OLDER MAN;Miscellaneous Symbols and Pictographs +🏠;0x1f3e0;23;0.641777733;1;8;14;HOUSE BUILDING;Miscellaneous Symbols and Pictographs +🍇;0x1f347;23;0.583781365;5;6;12;GRAPES;Miscellaneous Symbols and Pictographs +🍘;0x1f358;23;0.620778046;5;3;15;RICE CRACKER;Miscellaneous Symbols and Pictographs +🍛;0x1f35b;23;0.585489158;8;6;9;CURRY AND RICE;Miscellaneous Symbols and Pictographs +🐇;0x1f407;23;0.96735812;4;9;10;RABBIT;Miscellaneous Symbols and Pictographs +🔞;0x1f51e;23;0.814490975;6;12;5;NO ONE UNDER EIGHTEEN SYMBOL;Miscellaneous Symbols and Pictographs +👵;0x1f475;23;0.818006874;5;2;16;OLDER WOMAN;Miscellaneous Symbols and Pictographs +◀;0x25c0;23;0.221018064;0;16;7;BLACK LEFT-POINTING TRIANGLE;Geometric Shapes +🔙;0x1f519;23;0.143848565;2;14;7;BACK WITH LEFTWARDS ARROW ABOVE;Miscellaneous Symbols and Pictographs +🌵;0x1f335;23;0.670060172;6;6;11;CACTUS;Miscellaneous Symbols and Pictographs +🐽;0x1f43d;22;0.647826714;5;9;8;PIG NOSE;Miscellaneous Symbols and Pictographs +🍮;0x1f36e;22;0.701402915;10;5;7;CUSTARD;Miscellaneous Symbols and Pictographs +🎇;0x1f387;22;0.820989335;1;3;18;FIREWORK SPARKLER;Miscellaneous Symbols and Pictographs +🐎;0x1f40e;22;0.698088195;2;8;12;HORSE;Miscellaneous Symbols and Pictographs +➔;0x2794;22;0.540918757;3;19;0;HEAVY WIDE-HEADED RIGHTWARDS ARROW;Dingbats +💶;0x1f4b6;22;0.748289907;3;16;3;BANKNOTE WITH EURO SIGN;Miscellaneous Symbols and Pictographs +🐤;0x1f424;22;0.838037285;1;7;14;BABY CHICK;Miscellaneous Symbols and Pictographs +╩;0x2569;22;0.811363636;0;17;5;BOX DRAWINGS DOUBLE UP AND HORIZONTAL;Box Drawing +🛀;0x1f6c0;21;0.904298381;6;6;9;BATH;Transport and Map Symbols +🌑;0x1f311;21;0.603915537;2;6;13;NEW MOON SYMBOL;Miscellaneous Symbols and Pictographs +🚲;0x1f6b2;21;0.582675365;1;10;10;BICYCLE;Transport and Map Symbols +🐑;0x1f411;21;0.921935783;6;13;2;SHEEP;Miscellaneous Symbols and Pictographs +🏁;0x1f3c1;21;0.618314821;0;9;12;CHEQUERED FLAG;Miscellaneous Symbols and Pictographs +🍞;0x1f35e;21;0.710838498;6;8;7;BREAD;Miscellaneous Symbols and Pictographs +🎾;0x1f3be;21;0.820392839;2;4;15;TENNIS RACQUET AND BALL;Miscellaneous Symbols and Pictographs +╚;0x255a;21;0.714311764;0;14;7;BOX DRAWINGS DOUBLE UP AND RIGHT;Box Drawing +🈹;0x1f239;21;0.349907717;1;12;8;SQUARED CJK UNIFIED IDEOGRAPH-5272;Enclosed Ideographic Supplement +🐳;0x1f433;20;0.65571861;4;9;7;SPOUTING WHALE;Miscellaneous Symbols and Pictographs +👮;0x1f46e;20;0.742230559;10;8;2;POLICE OFFICER;Miscellaneous Symbols and Pictographs +☹;0x2639;20;0.776559964;14;4;2;WHITE FROWNING FACE;Miscellaneous Symbols +🐵;0x1f435;20;0.63050797;1;7;12;MONKEY FACE;Miscellaneous Symbols and Pictographs +✪;0x272a;20;0.287581918;0;13;7;CIRCLED WHITE STAR;Dingbats +◕;0x25d5;20;0.594134042;0;10;10;CIRCLE WITH ALL BUT UPPER LEFT QUADRANT BLACK;Geometric Shapes +🗼;0x1f5fc;20;0.653788547;1;6;13;TOKYO TOWER;Miscellaneous Symbols and Pictographs +▐;0x2590;20;0.304138759;4;15;1;RIGHT HALF BLOCK;Block Elements +♠;0x2660;20;0.533120829;0;13;7;BLACK SPADE SUIT;Miscellaneous Symbols +┳;0x2533;20;0.399288134;10;8;2;BOX DRAWINGS HEAVY DOWN AND HORIZONTAL;Box Drawing +👺;0x1f47a;19;0.824824563;8;7;4;JAPANESE GOBLIN;Miscellaneous Symbols and Pictographs +🐚;0x1f41a;19;0.526458845;1;12;6;SPIRAL SHELL;Miscellaneous Symbols and Pictographs +👂;0x1f442;19;0.68212761;7;8;4;EAR;Miscellaneous Symbols and Pictographs +🗽;0x1f5fd;19;0.651087541;1;10;8;STATUE OF LIBERTY;Miscellaneous Symbols and Pictographs +🍵;0x1f375;19;0.650326294;3;5;11;TEACUP WITHOUT HANDLE;Miscellaneous Symbols and Pictographs +🆒;0x1f192;19;0.627794041;0;11;8;SQUARED COOL;Enclosed Alphanumeric Supplement +🍯;0x1f36f;19;0.779822828;7;4;8;HONEY POT;Miscellaneous Symbols and Pictographs +🐺;0x1f43a;19;0.734916913;2;10;7;WOLF FACE;Miscellaneous Symbols and Pictographs +⇨;0x21e8;19;0.541146317;0;9;10;RIGHTWARDS WHITE ARROW;Arrows +➨;0x27a8;19;0.558287039;2;12;5;HEAVY CONCAVE-POINTED BLACK RIGHTWARDS ARROW;Dingbats +🌓;0x1f313;19;0.458297394;0;6;13;FIRST QUARTER MOON SYMBOL;Miscellaneous Symbols and Pictographs +🔒;0x1f512;19;0.939297049;5;5;9;LOCK;Miscellaneous Symbols and Pictographs +╬;0x256c;19;0.32158749;6;10;3;BOX DRAWINGS DOUBLE VERTICAL AND HORIZONTAL;Box Drawing +👳;0x1f473;18;0.816081393;2;1;15;MAN WITH TURBAN;Miscellaneous Symbols and Pictographs +🌂;0x1f302;18;0.784983076;2;9;7;CLOSED UMBRELLA;Miscellaneous Symbols and Pictographs +🚌;0x1f68c;18;0.635613322;2;10;6;BUS;Transport and Map Symbols +♩;0x2669;18;0.791816647;0;7;11;QUARTER NOTE;Miscellaneous Symbols +🍡;0x1f361;18;0.699734257;5;9;4;DANGO;Miscellaneous Symbols and Pictographs +❥;0x2765;18;0.440217022;0;13;5;ROTATED HEAVY BLACK HEART BULLET;Dingbats +🎡;0x1f3a1;18;0.506097489;1;10;7;FERRIS WHEEL;Miscellaneous Symbols and Pictographs +💌;0x1f48c;17;0.805000544;2;3;12;LOVE LETTER;Miscellaneous Symbols and Pictographs +🐩;0x1f429;17;0.87034228;0;10;7;POODLE;Miscellaneous Symbols and Pictographs +🌜;0x1f31c;17;0.604117045;0;7;10;LAST QUARTER MOON WITH FACE;Miscellaneous Symbols and Pictographs +⌚;0x231a;17;0.64929786;2;9;6;WATCH;Miscellaneous Technical +🚿;0x1f6bf;17;0.669217138;1;3;13;SHOWER;Transport and Map Symbols +🐖;0x1f416;17;0.814054951;0;14;3;PIG;Miscellaneous Symbols and Pictographs +🔆;0x1f506;17;0.604618098;0;6;11;HIGH BRIGHTNESS SYMBOL;Miscellaneous Symbols and Pictographs +🌛;0x1f31b;17;0.679966738;0;6;11;FIRST QUARTER MOON WITH FACE;Miscellaneous Symbols and Pictographs +💂;0x1f482;17;0.691282654;8;4;5;GUARDSMAN;Miscellaneous Symbols and Pictographs +🐔;0x1f414;17;0.627149273;1;9;7;CHICKEN;Miscellaneous Symbols and Pictographs +🙎;0x1f64e;17;0.640742988;8;2;7;PERSON WITH POUTING FACE;Emoticons +🏩;0x1f3e9;16;0.587431016;2;4;10;LOVE HOTEL;Miscellaneous Symbols and Pictographs +🇫;0x1f1eb;16;0.718033886;0;7;9;REGIONAL INDICATOR SYMBOL LETTER F;Enclosed Alphanumeric Supplement +🔨;0x1f528;16;0.738603866;6;6;4;HAMMER;Miscellaneous Symbols and Pictographs +📢;0x1f4e2;16;0.545722402;0;8;8;PUBLIC ADDRESS LOUDSPEAKER;Miscellaneous Symbols and Pictographs +🐦;0x1f426;16;0.75753571;0;8;8;BIRD;Miscellaneous Symbols and Pictographs +🐲;0x1f432;16;0.457546329;2;13;1;DRAGON FACE;Miscellaneous Symbols and Pictographs +♻;0x267b;16;0.438690753;0;7;9;BLACK UNIVERSAL RECYCLING SYMBOL;Miscellaneous Symbols +🌘;0x1f318;16;0.577817017;0;5;11;WANING CRESCENT MOON SYMBOL;Miscellaneous Symbols and Pictographs +🍐;0x1f350;16;0.84457574;5;3;8;PEAR;Miscellaneous Symbols and Pictographs +🌔;0x1f314;16;0.447188207;0;5;11;WAXING GIBBOUS MOON SYMBOL;Miscellaneous Symbols and Pictographs +╥;0x2565;16;0.8694829;6;2;8;BOX DRAWINGS DOWN DOUBLE AND HORIZONTAL SINGLE;Box Drawing +❊;0x274a;16;0.45212766;0;16;0;EIGHT TEARDROP-SPOKED PROPELLER ASTERISK;Dingbats +👖;0x1f456;15;0.910194857;1;7;7;JEANS;Miscellaneous Symbols and Pictographs +🚺;0x1f6ba;15;0.677226689;2;8;5;WOMENS SYMBOL;Transport and Map Symbols +😗;0x1f617;15;0.714328477;1;2;12;KISSING FACE;Emoticons +🎭;0x1f3ad;15;0.657660049;5;5;5;PERFORMING ARTS;Miscellaneous Symbols and Pictographs +🐄;0x1f404;15;0.825887991;2;6;7;COW;Miscellaneous Symbols and Pictographs +◟;0x25df;15;0.646546064;2;12;1;LOWER LEFT QUADRANT CIRCULAR ARC;Geometric Shapes +🍢;0x1f362;15;0.684276452;5;7;3;ODEN;Miscellaneous Symbols and Pictographs +🎨;0x1f3a8;15;0.490548154;1;10;4;ARTIST PALETTE;Miscellaneous Symbols and Pictographs +⬇;0x2b07;15;0.631917187;2;4;9;DOWNWARDS BLACK ARROW;Miscellaneous Symbols and Arrows +🚼;0x1f6bc;15;0.692874634;0;5;10;BABY SYMBOL;Transport and Map Symbols +⛲;0x26f2;15;0.697309585;1;12;2;FOUNTAIN;Miscellaneous Symbols +▁;0x2581;15;0.711319751;0;15;0;LOWER ONE EIGHTH BLOCK;Block Elements +🇴;0x1f1f4;15;0.676124081;0;9;6;REGIONAL INDICATOR SYMBOL LETTER O;Enclosed Alphanumeric Supplement +🌗;0x1f317;15;0.54681955;0;4;11;LAST QUARTER MOON SYMBOL;Miscellaneous Symbols and Pictographs +🌖;0x1f316;15;0.534539354;0;4;11;WANING GIBBOUS MOON SYMBOL;Miscellaneous Symbols and Pictographs +🔅;0x1f505;15;0.634782609;0;0;15;LOW BRIGHTNESS SYMBOL;Miscellaneous Symbols and Pictographs +👜;0x1f45c;14;0.675482619;2;6;6;HANDBAG;Miscellaneous Symbols and Pictographs +🐌;0x1f40c;14;0.421349764;0;3;11;SNAIL;Miscellaneous Symbols and Pictographs +💼;0x1f4bc;14;0.573028381;1;3;10;BRIEFCASE;Miscellaneous Symbols and Pictographs +🚕;0x1f695;14;0.526016674;3;8;3;TAXI;Transport and Map Symbols +🐹;0x1f439;14;0.743700839;3;3;8;HAMSTER FACE;Miscellaneous Symbols and Pictographs +🌠;0x1f320;14;0.761411531;2;1;11;SHOOTING STAR;Miscellaneous Symbols and Pictographs 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Drawing +╝;0x255d;13;0.800037569;0;6;7;BOX DRAWINGS DOUBLE UP AND LEFT;Box Drawing +👔;0x1f454;12;0.520012314;2;3;7;NECKTIE;Miscellaneous Symbols and Pictographs +🔱;0x1f531;12;0.790792217;3;5;4;TRIDENT EMBLEM;Miscellaneous Symbols and Pictographs +🆓;0x1f193;12;0.551459397;0;9;3;SQUARED FREE;Enclosed Alphanumeric Supplement +🐋;0x1f40b;12;0.865813424;2;5;5;WHALE;Miscellaneous Symbols and Pictographs +▽;0x25bd;12;0.843553507;1;4;7;WHITE DOWN-POINTING TRIANGLE;Geometric Shapes +▂;0x2582;12;0.578512397;0;12;0;LOWER ONE QUARTER BLOCK;Block Elements +🐛;0x1f41b;12;0.672751951;2;4;6;BUG;Miscellaneous Symbols and Pictographs +👕;0x1f455;12;0.795097842;1;4;7;T-SHIRT;Miscellaneous Symbols and Pictographs +🚋;0x1f68b;12;0.317741493;0;11;1;TRAM CAR;Transport and Map Symbols +💳;0x1f4b3;12;0.83392297;1;4;7;CREDIT CARD;Miscellaneous Symbols and Pictographs +🌆;0x1f306;12;0.764797204;2;6;4;CITYSCAPE AT DUSK;Miscellaneous Symbols and Pictographs +🏧;0x1f3e7;12;0.888240175;0;0;12;AUTOMATED TELLER MACHINE;Miscellaneous Symbols and Pictographs +💡;0x1f4a1;12;0.597619454;0;3;9;ELECTRIC LIGHT BULB;Miscellaneous Symbols and Pictographs +🔹;0x1f539;12;0.170199929;2;6;4;SMALL BLUE DIAMOND;Miscellaneous Symbols and Pictographs +⬅;0x2b05;12;0.662574787;0;5;7;LEFTWARDS BLACK ARROW;Miscellaneous Symbols and Arrows +🍠;0x1f360;12;0.938678015;5;2;5;ROASTED SWEET POTATO;Miscellaneous Symbols and Pictographs +🐫;0x1f42b;12;0.770082215;0;7;5;BACTRIAN CAMEL;Miscellaneous Symbols and Pictographs +🏪;0x1f3ea;12;0.374437236;2;7;3;CONVENIENCE STORE;Miscellaneous Symbols and Pictographs +۩;0x6e9;12;0.464312944;0;12;0;ARABIC PLACE OF SAJDAH;Arabic +🇱;0x1f1f1;12;0.71333692;0;6;6;REGIONAL INDICATOR SYMBOL LETTER L;Enclosed Alphanumeric Supplement +📹;0x1f4f9;11;0.718346535;1;3;7;VIDEO CAMERA;Miscellaneous Symbols and Pictographs +👞;0x1f45e;11;0.779457078;1;3;7;MANS SHOE;Miscellaneous Symbols and Pictographs +🚑;0x1f691;11;0.758087751;3;4;4;AMBULANCE;Transport and Map Symbols 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+🏇;0x1f3c7;7;0.829351657;3;2;2;HORSE RACING;Miscellaneous Symbols and Pictographs +☻;0x263b;7;0.808078576;1;3;3;BLACK SMILING FACE;Miscellaneous Symbols +📞;0x1f4de;7;0.639663641;0;3;4;TELEPHONE RECEIVER;Miscellaneous Symbols and Pictographs +Ⓐ;0x24b6;7;0.467453036;2;4;1;CIRCLED LATIN CAPITAL LETTER A;Enclosed Alphanumerics +🌉;0x1f309;7;0.848338345;0;2;5;BRIDGE AT NIGHT;Miscellaneous Symbols and Pictographs +🚩;0x1f6a9;7;0.14668319;3;3;1;TRIANGULAR FLAG ON POST;Transport and Map Symbols +✎;0x270e;7;0.547314568;0;2;5;LOWER RIGHT PENCIL;Dingbats +📃;0x1f4c3;7;0.75418917;0;3;4;PAGE WITH CURL;Miscellaneous Symbols and Pictographs +🏨;0x1f3e8;7;0.803363124;0;5;2;HOTEL;Miscellaneous Symbols and Pictographs +📌;0x1f4cc;7;0.799054518;5;1;1;PUSHPIN;Miscellaneous Symbols and Pictographs +♎;0x264e;7;0.85514993;2;4;1;LIBRA;Miscellaneous Symbols +💷;0x1f4b7;7;0.573124902;0;3;4;BANKNOTE WITH POUND SIGN;Miscellaneous Symbols and Pictographs +🚄;0x1f684;7;0.699813945;0;2;5;HIGH-SPEED TRAIN;Transport and Map Symbols +▲;0x25b2;7;0.33783723;0;2;5;BLACK UP-POINTING TRIANGLE;Geometric Shapes +⛵;0x26f5;7;0.323527212;0;2;5;SAILBOAT;Miscellaneous Symbols +🔸;0x1f538;7;0.17210479;0;5;2;SMALL ORANGE DIAMOND;Miscellaneous Symbols and Pictographs +⌛;0x231b;7;0.796787872;2;2;3;HOURGLASS;Miscellaneous Technical +🚜;0x1f69c;7;0.76727505;0;0;7;TRACTOR;Transport and Map Symbols +🐆;0x1f406;7;0.550090954;0;4;3;LEOPARD;Miscellaneous Symbols and Pictographs +👒;0x1f452;7;0.843648743;1;3;3;WOMANS HAT;Miscellaneous Symbols and Pictographs +❕;0x2755;7;0.86202303;1;3;3;WHITE EXCLAMATION MARK ORNAMENT;Dingbats +🔛;0x1f51b;7;0.474006336;1;1;5;ON WITH EXCLAMATION MARK WITH LEFT RIGHT ARROW ABOVE;Miscellaneous Symbols and Pictographs +♢;0x2662;7;0.868165215;0;4;3;WHITE DIAMOND SUIT;Miscellaneous Symbols +🇲;0x1f1f2;7;0.786773623;0;3;4;REGIONAL INDICATOR SYMBOL LETTER M;Enclosed Alphanumeric Supplement +❅;0x2745;7;0.247154472;0;1;6;TIGHT TRIFOLIATE SNOWFLAKE;Dingbats +👝;0x1f45d;6;0.611228018;1;1;4;POUCH;Miscellaneous 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Pictographs +🌐;0x1f310;3;0.661697723;0;1;2;GLOBE WITH MERIDIANS;Miscellaneous Symbols and Pictographs +♀;0x2640;3;0.496259709;0;2;1;FEMALE SIGN;Miscellaneous Symbols +🚅;0x1f685;3;0.60688385;0;1;2;HIGH-SPEED TRAIN WITH BULLET NOSE;Transport and Map Symbols +🚒;0x1f692;3;0.372181638;1;2;0;FIRE ENGINE;Transport and Map Symbols +➣;0x27a3;3;0.607657549;0;3;0;THREE-D BOTTOM-LIGHTED RIGHTWARDS ARROWHEAD;Dingbats +♋;0x264b;3;0.66780619;0;2;1;CANCER;Miscellaneous Symbols +♍;0x264d;3;0.921455436;0;1;2;VIRGO;Miscellaneous Symbols +🕝;0x1f55d;3;0.673202614;1;2;0;CLOCK FACE TWO-THIRTY;Miscellaneous Symbols and Pictographs +ⓐ;0x24d0;3;0.866666667;0;0;3;CIRCLED LATIN SMALL LETTER A;Enclosed Alphanumerics +✗;0x2717;3;1;1;1;1;BALLOT X;Dingbats +📙;0x1f4d9;3;0.985204154;1;0;2;ORANGE BOOK;Miscellaneous Symbols and Pictographs +Ⓢ;0x24c8;3;0.837301587;0;2;1;CIRCLED LATIN CAPITAL LETTER S;Enclosed Alphanumerics +📋;0x1f4cb;3;0.902676399;0;1;2;CLIPBOARD;Miscellaneous Symbols and Pictographs 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Map Symbols +🎣;0x1f3a3;3;0.661217721;2;1;0;FISHING POLE AND FISH;Miscellaneous Symbols and Pictographs +🔣;0x1f523;3;0.73668039;0;2;1;INPUT SYMBOL FOR SYMBOLS;Miscellaneous Symbols and Pictographs +❎;0x274e;3;0.376693767;3;0;0;NEGATIVE SQUARED CROSS MARK;Dingbats +➥;0x27a5;3;0.607479234;0;2;1;HEAVY BLACK CURVED DOWNWARDS AND RIGHTWARDS ARROW;Dingbats +🅱;0x1f171;3;0.753702885;0;3;0;NEGATIVE SQUARED LATIN CAPITAL LETTER B;Enclosed Alphanumeric Supplement +🎌;0x1f38c;3;0.720638968;0;0;3;CROSSED FLAGS;Miscellaneous Symbols and Pictographs +◣;0x25e3;3;0.1679015;0;2;1;BLACK LOWER LEFT TRIANGLE;Geometric Shapes +⏬;0x23ec;3;0.798387097;0;0;3;BLACK DOWN-POINTING DOUBLE TRIANGLE;Miscellaneous Technical +♭;0x266d;3;0.996296296;0;2;1;MUSIC FLAT SIGN;Miscellaneous Symbols +💠;0x1f4a0;3;0.634782609;0;3;0;DIAMOND SHAPE WITH A DOT INSIDE;Miscellaneous Symbols and Pictographs +ⓞ;0x24de;2;0.334090909;0;0;2;CIRCLED LATIN SMALL LETTER O;Enclosed Alphanumerics +🔳;0x1f533;2;0.35921659;0;1;1;WHITE SQUARE 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EmojiUnicode codepointOccurrencesPositionNegativeNeutralPositiveUnicode nameUnicode block
0😂0x1f602146220.805101361441636845FACE WITH TEARS OF JOYEmoticons
10x276480500.74694335513346361HEAVY BLACK HEARTDingbats
20x266571440.75380625219424950BLACK HEART SUITMiscellaneous Symbols
3😍0x1f60d63590.76529232913904640SMILING FACE WITH HEART-SHAPED EYESEmoticons
4😭0x1f62d55260.803352241212181896LOUDLY CRYING FACEEmoticons
5😘0x1f61836480.8544801937022753FACE THROWING A KISSEmoticons
6😊0x1f60a31860.8133021897542243SMILING FACE WITH SMILING EYESEmoticons
7👌0x1f44c29250.8052232747281923OK HAND SIGNMiscellaneous Symbols and Pictographs
8💕0x1f49524000.765726996831618TWO HEARTSMiscellaneous Symbols and Pictographs
9👏0x1f44f23360.7871302436341459CLAPPING HANDS SIGNMiscellaneous Symbols and Pictographs
10😁0x1f60121890.7961512786481263GRINNING FACE WITH SMILING EYESEmoticons
110x263a20620.7986341284491485WHITE SMILING FACEMiscellaneous Symbols
120x266119750.7636951024481425WHITE HEART SUITMiscellaneous Symbols
13👍0x1f44d18540.8121262134601181THUMBS UP SIGNMiscellaneous Symbols and Pictographs
14😩0x1f62918080.8262141069336403WEARY FACEEmoticons
15🙏0x1f64f15390.793848124648767PERSON WITH FOLDED HANDSEmoticons
160x270c15340.790480173476885VICTORY HANDDingbats
17😏0x1f60f15220.764977170676676SMIRKING FACEEmoticons
18😉0x1f60915210.844833151513857WINKING FACEEmoticons
19🙌0x1f64c15060.790600152358996PERSON RAISING BOTH HANDS IN CELEBRATIONEmoticons
20🙈0x1f64814560.738881238350868SEE-NO-EVIL MONKEYEmoticons
21💪0x1f4aa14090.806704101424884FLEXED BICEPSMiscellaneous Symbols and Pictographs
22😄0x1f60413980.794973191426781SMILING FACE WITH OPEN MOUTH AND SMILING EYESEmoticons
23😒0x1f61213850.857621819266300UNAMUSED FACEEmoticons
24💃0x1f48313440.852765592371048DANCERMiscellaneous Symbols and Pictographs
25💖0x1f49612630.76223954254955SPARKLING HEARTMiscellaneous Symbols and Pictographs
26😃0x1f60312060.73478286361759SMILING FACE WITH OPEN MOUTHEmoticons
27😔0x1f61412050.866146559263383PENSIVE FACEEmoticons
28😱0x1f63111300.773313298319513FACE SCREAMING IN FEAREmoticons
29🎉0x1f38911250.74363643207875PARTY POPPERMiscellaneous Symbols and Pictographs
..............................
939🕥0x1f56510.811966100CLOCK FACE TEN-THIRTYMiscellaneous Symbols and Pictographs
9400x265910.342857010WHITE CHESS PAWNMiscellaneous Symbols
9410x25bf10.432836010WHITE DOWN-POINTING SMALL TRIANGLEGeometric Shapes
9420x268310.918919010DIE FACE-4Miscellaneous Symbols
9430x273d10.992701001HEAVY TEARDROP-SPOKED ASTERISKDingbats
944📼0x1f4fc11.000000001VIDEOCASSETTEMiscellaneous Symbols and Pictographs
945🕐0x1f55011.000000100CLOCK FACE ONE OCLOCKMiscellaneous Symbols and Pictographs
946🀄0x1f00411.000000001MAHJONG TILE RED DRAGONMahjong Tiles
9470x273e10.023256010SIX PETALLED BLACK AND WHITE FLORETTEDingbats
9480x272c10.955224001BLACK CENTRE WHITE STARDingbats
949🆑0x1f19110.983607010SQUARED CLEnclosed Alphanumeric Supplement
9500x272b10.923729001OPEN CENTRE BLACK STARDingbats
951🕔0x1f55410.742424100CLOCK FACE FIVE OCLOCKMiscellaneous Symbols and Pictographs
9520x276310.471429001HEAVY HEART EXCLAMATION MARK ORNAMENTDingbats
9530x27b110.704348010NOTCHED UPPER RIGHT-SHADOWED WHITE RIGHTWARDS ...Dingbats
954🆕0x1f19510.669118010SQUARED NEWEnclosed Alphanumeric Supplement
9550x27a210.242647010THREE-D TOP-LIGHTED RIGHTWARDS ARROWHEADDingbats
9560x219510.735632010UP DOWN ARROWArrows
957📫0x1f4eb10.384615001CLOSED MAILBOX WITH RAISED FLAGMiscellaneous Symbols and Pictographs
958🉐0x1f25010.031250001CIRCLED IDEOGRAPH ADVANTAGEEnclosed Ideographic Supplement
9590x264a10.327586010GEMINIMiscellaneous Symbols
960🈂0x1f20210.466667100SQUARED KATAKANA SAEnclosed Ideographic Supplement
961🎰0x1f3b010.421687100SLOT MACHINEMiscellaneous Symbols and Pictographs
962҂0x48210.519231100CYRILLIC THOUSANDS SIGNCyrillic
9630x256410.634615100BOX DRAWINGS DOWN SINGLE AND HORIZONTAL DOUBLEBox Drawing
9640x279b10.011628010DRAFTING POINT RIGHTWARDS ARROWDingbats
9650x265d10.280000010BLACK CHESS BISHOPMiscellaneous Symbols
9660x274b10.888889010HEAVY EIGHT TEARDROP-SPOKED PROPELLER ASTERISKDingbats
9670x270610.557252010TELEPHONE LOCATION SIGNDingbats
968📔0x1f4d410.814815001NOTEBOOK WITH DECORATIVE COVERMiscellaneous Symbols and Pictographs
\n", + "

969 rows × 9 columns

\n", + "
" + ], + "text/plain": [ + " Emoji Unicode codepoint Occurrences Position Negative Neutral \\\n", + "0 😂 0x1f602 14622 0.805101 3614 4163 \n", + "1 ❤ 0x2764 8050 0.746943 355 1334 \n", + "2 ♥ 0x2665 7144 0.753806 252 1942 \n", + "3 😍 0x1f60d 6359 0.765292 329 1390 \n", + "4 😭 0x1f62d 5526 0.803352 2412 1218 \n", + "5 😘 0x1f618 3648 0.854480 193 702 \n", + "6 😊 0x1f60a 3186 0.813302 189 754 \n", + "7 👌 0x1f44c 2925 0.805223 274 728 \n", + "8 💕 0x1f495 2400 0.765726 99 683 \n", + "9 👏 0x1f44f 2336 0.787130 243 634 \n", + "10 😁 0x1f601 2189 0.796151 278 648 \n", + "11 ☺ 0x263a 2062 0.798634 128 449 \n", + "12 ♡ 0x2661 1975 0.763695 102 448 \n", + "13 👍 0x1f44d 1854 0.812126 213 460 \n", + "14 😩 0x1f629 1808 0.826214 1069 336 \n", + "15 🙏 0x1f64f 1539 0.793848 124 648 \n", + "16 ✌ 0x270c 1534 0.790480 173 476 \n", + "17 😏 0x1f60f 1522 0.764977 170 676 \n", + "18 😉 0x1f609 1521 0.844833 151 513 \n", + "19 🙌 0x1f64c 1506 0.790600 152 358 \n", + "20 🙈 0x1f648 1456 0.738881 238 350 \n", + "21 💪 0x1f4aa 1409 0.806704 101 424 \n", + "22 😄 0x1f604 1398 0.794973 191 426 \n", + "23 😒 0x1f612 1385 0.857621 819 266 \n", + "24 💃 0x1f483 1344 0.852765 59 237 \n", + "25 💖 0x1f496 1263 0.762239 54 254 \n", + "26 😃 0x1f603 1206 0.734782 86 361 \n", + "27 😔 0x1f614 1205 0.866146 559 263 \n", + "28 😱 0x1f631 1130 0.773313 298 319 \n", + "29 🎉 0x1f389 1125 0.743636 43 207 \n", + ".. ... ... ... ... ... ... \n", + "939 🕥 0x1f565 1 0.811966 1 0 \n", + "940 ♙ 0x2659 1 0.342857 0 1 \n", + "941 ▿ 0x25bf 1 0.432836 0 1 \n", + "942 ⚃ 0x2683 1 0.918919 0 1 \n", + "943 ✽ 0x273d 1 0.992701 0 0 \n", + "944 📼 0x1f4fc 1 1.000000 0 0 \n", + "945 🕐 0x1f550 1 1.000000 1 0 \n", + "946 🀄 0x1f004 1 1.000000 0 0 \n", + "947 ✾ 0x273e 1 0.023256 0 1 \n", + "948 ✬ 0x272c 1 0.955224 0 0 \n", + "949 🆑 0x1f191 1 0.983607 0 1 \n", + "950 ✫ 0x272b 1 0.923729 0 0 \n", + "951 🕔 0x1f554 1 0.742424 1 0 \n", + "952 ❣ 0x2763 1 0.471429 0 0 \n", + "953 ➱ 0x27b1 1 0.704348 0 1 \n", + "954 🆕 0x1f195 1 0.669118 0 1 \n", + "955 ➢ 0x27a2 1 0.242647 0 1 \n", + "956 ↕ 0x2195 1 0.735632 0 1 \n", + "957 📫 0x1f4eb 1 0.384615 0 0 \n", + "958 🉐 0x1f250 1 0.031250 0 0 \n", + "959 ♊ 0x264a 1 0.327586 0 1 \n", + "960 🈂 0x1f202 1 0.466667 1 0 \n", + "961 🎰 0x1f3b0 1 0.421687 1 0 \n", + "962 ҂ 0x482 1 0.519231 1 0 \n", + "963 ╤ 0x2564 1 0.634615 1 0 \n", + "964 ➛ 0x279b 1 0.011628 0 1 \n", + "965 ♝ 0x265d 1 0.280000 0 1 \n", + "966 ❋ 0x274b 1 0.888889 0 1 \n", + "967 ✆ 0x2706 1 0.557252 0 1 \n", + "968 📔 0x1f4d4 1 0.814815 0 0 \n", + "\n", + " Positive Unicode name \\\n", + "0 6845 FACE WITH TEARS OF JOY \n", + "1 6361 HEAVY BLACK HEART \n", + "2 4950 BLACK HEART SUIT \n", + "3 4640 SMILING FACE WITH HEART-SHAPED EYES \n", + "4 1896 LOUDLY CRYING FACE \n", + "5 2753 FACE THROWING A KISS \n", + "6 2243 SMILING FACE WITH SMILING EYES \n", + "7 1923 OK HAND SIGN \n", + "8 1618 TWO HEARTS \n", + "9 1459 CLAPPING HANDS SIGN \n", + "10 1263 GRINNING FACE WITH SMILING EYES \n", + "11 1485 WHITE SMILING FACE \n", + "12 1425 WHITE HEART SUIT \n", + "13 1181 THUMBS UP SIGN \n", + "14 403 WEARY FACE \n", + "15 767 PERSON WITH FOLDED HANDS \n", + "16 885 VICTORY HAND \n", + "17 676 SMIRKING FACE \n", + "18 857 WINKING FACE \n", + "19 996 PERSON RAISING BOTH HANDS IN CELEBRATION \n", + "20 868 SEE-NO-EVIL MONKEY \n", + "21 884 FLEXED BICEPS \n", + "22 781 SMILING FACE WITH OPEN MOUTH AND SMILING EYES \n", + "23 300 UNAMUSED FACE \n", + "24 1048 DANCER \n", + "25 955 SPARKLING HEART \n", + "26 759 SMILING FACE WITH OPEN MOUTH \n", + "27 383 PENSIVE FACE \n", + "28 513 FACE SCREAMING IN FEAR \n", + "29 875 PARTY POPPER \n", + ".. ... ... \n", + "939 0 CLOCK FACE TEN-THIRTY \n", + "940 0 WHITE CHESS PAWN \n", + "941 0 WHITE DOWN-POINTING SMALL TRIANGLE \n", + "942 0 DIE FACE-4 \n", + "943 1 HEAVY TEARDROP-SPOKED ASTERISK \n", + "944 1 VIDEOCASSETTE \n", + "945 0 CLOCK FACE ONE OCLOCK \n", + "946 1 MAHJONG TILE RED DRAGON \n", + "947 0 SIX PETALLED BLACK AND WHITE FLORETTE \n", + "948 1 BLACK CENTRE WHITE STAR \n", + "949 0 SQUARED CL \n", + "950 1 OPEN CENTRE BLACK STAR \n", + "951 0 CLOCK FACE FIVE OCLOCK \n", + "952 1 HEAVY HEART EXCLAMATION MARK ORNAMENT \n", + "953 0 NOTCHED UPPER RIGHT-SHADOWED WHITE RIGHTWARDS ... \n", + "954 0 SQUARED NEW \n", + "955 0 THREE-D TOP-LIGHTED RIGHTWARDS ARROWHEAD \n", + "956 0 UP DOWN ARROW \n", + "957 1 CLOSED MAILBOX WITH RAISED FLAG \n", + "958 1 CIRCLED IDEOGRAPH ADVANTAGE \n", + "959 0 GEMINI \n", + "960 0 SQUARED KATAKANA SA \n", + "961 0 SLOT MACHINE \n", + "962 0 CYRILLIC THOUSANDS SIGN \n", + "963 0 BOX DRAWINGS DOWN SINGLE AND HORIZONTAL DOUBLE \n", + "964 0 DRAFTING POINT RIGHTWARDS ARROW \n", + "965 0 BLACK CHESS BISHOP \n", + "966 0 HEAVY EIGHT TEARDROP-SPOKED PROPELLER ASTERISK \n", + "967 0 TELEPHONE LOCATION SIGN \n", + "968 1 NOTEBOOK WITH DECORATIVE COVER \n", + "\n", + " Unicode block \n", + "0 Emoticons \n", + "1 Dingbats \n", + "2 Miscellaneous Symbols \n", + "3 Emoticons \n", + "4 Emoticons \n", + "5 Emoticons \n", + "6 Emoticons \n", + "7 Miscellaneous Symbols and Pictographs \n", + "8 Miscellaneous Symbols and Pictographs \n", + "9 Miscellaneous Symbols and Pictographs \n", + "10 Emoticons \n", + "11 Miscellaneous Symbols \n", + "12 Miscellaneous Symbols \n", + "13 Miscellaneous Symbols and Pictographs \n", + "14 Emoticons \n", + "15 Emoticons \n", + "16 Dingbats \n", + "17 Emoticons \n", + "18 Emoticons \n", + "19 Emoticons \n", + "20 Emoticons \n", + "21 Miscellaneous Symbols and Pictographs \n", + "22 Emoticons \n", + "23 Emoticons \n", + "24 Miscellaneous Symbols and Pictographs \n", + "25 Miscellaneous Symbols and Pictographs \n", + "26 Emoticons \n", + "27 Emoticons \n", + "28 Emoticons \n", + "29 Miscellaneous Symbols and Pictographs \n", + ".. ... \n", + "939 Miscellaneous Symbols and Pictographs \n", + "940 Miscellaneous Symbols \n", + "941 Geometric Shapes \n", + "942 Miscellaneous Symbols \n", + "943 Dingbats \n", + "944 Miscellaneous Symbols and Pictographs \n", + "945 Miscellaneous Symbols and Pictographs \n", + "946 Mahjong Tiles \n", + "947 Dingbats \n", + "948 Dingbats \n", + "949 Enclosed Alphanumeric Supplement \n", + "950 Dingbats \n", + "951 Miscellaneous Symbols and Pictographs \n", + "952 Dingbats \n", + "953 Dingbats \n", + "954 Enclosed Alphanumeric Supplement \n", + "955 Dingbats \n", + "956 Arrows \n", + "957 Miscellaneous Symbols and Pictographs \n", + "958 Enclosed Ideographic Supplement \n", + "959 Miscellaneous Symbols \n", + "960 Enclosed Ideographic Supplement \n", + "961 Miscellaneous Symbols and Pictographs \n", + "962 Cyrillic \n", + "963 Box Drawing \n", + "964 Dingbats \n", + "965 Miscellaneous Symbols \n", + "966 Dingbats \n", + "967 Dingbats \n", + "968 Miscellaneous Symbols and Pictographs \n", + "\n", + "[969 rows x 9 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv(\"/Users/Carsten/GitRepos/NLP-LAB/Project/Tools/Emoji_Sentiment_Data_v1.0.csv\", delimiter=\";\")\n", + "df#.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "df_filtered = df[df[\"Unicode block\"]==\"Emoticons\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['😂', '😍', '😭', '😘', '😊', '😁', '😩', '🙏', '😏', '😉', '🙌', '🙈', '😄',\n", + " '😒', '😃', '😔', '😱', '😜', '😳', '😡', '😎', '😢', '😋', '🙊', '😴', '😌',\n", + " '😞', '😆', '😝', '😪', '😫', '😅', '😀', '😚', '😻', '😥', '😕', '😤', '😈',\n", + " '😰', '😑', '😹', '😠', '😓', '😣', '😐', '😨', '😖', '😷', '🙋', '😛', '😬',\n", + " '😙', '🙆', '🙅', '🙉', '😇', '😿', '😲', '😶', '😵', '😸', '😧', '😮', '😽',\n", + " '🙀', '🙇', '😟', '😯', '😦', '🙍', '😺', '😾', '😼', '🙎', '😗'], dtype=object)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_filtered['Emoji'].values" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def sentiment_vector_dist(v1,v2):\n", + " pos_v1 = v1[0]\n", + " neg_v1 = v1[1]\n", + " neu_v1 = v1[2]\n", + " \n", + " pos_v2 = v2[0]\n", + " neg_v2 = v2[1]\n", + " neu_v2 = v2[2]\n", + " \n", + " #tmp_dist = float(np.abs(pos_v1-pos_v2))+float(np.abs(neg_v1-neg_v2))+float(np.abs(neu_v1-neu_v2))\n", + "\n", + "\n", + " \n", + " tmp_dist = np.linalg.norm(np.array(v1)-np.array(v2))\n", + " \n", + " return tmp_dist\n", + " \n", + "#sentiment_vector_dist([0.2,.9,.01],[0.3,0.3,0.4])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 0.46813021],\n", + " [ 0.24716181],\n", + " [ 0.28470797]])" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def emoji_to_sentiment_vector(e):\n", + " tmp = df[df[\"Emoji\"]==e]\n", + " \n", + " #display(\"tmp\", tmp[\"Positive\"])\n", + " \n", + " pos = tmp[\"Positive\"].values/tmp[\"Occurrences\"].values\n", + " neg = tmp[\"Negative\"].values/tmp[\"Occurrences\"].values\n", + " neu = tmp[\"Neutral\"].values/tmp[\"Occurrences\"].values\n", + " \n", + " return np.array([pos,neg,neu])\n", + "\n", + "emoji_to_sentiment_vector(\"😂\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "def emoji_distance(e1,e2):\n", + " sent_v1 = emoji_to_sentiment_vector(e1)\n", + " sent_v2 = emoji_to_sentiment_vector(e2)\n", + " #display(sent_v1, sent_v2)\n", + " d = sentiment_vector_dist(sent_v1,sent_v2)\n", + " return d" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "all_smilies = list(df_filtered[\"Emoji\"])\n", + "#all_smilies = list(df[\"Emoji\"])\n", + "\n", + "\n", + "d_m = np.zeros(shape=(len(all_smilies),len(all_smilies)))\n", + "#c1,c2 = 0\n", + "for c1 in range(len(all_smilies)):\n", + " for c2 in range(len(all_smilies)):\n", + " e1 = all_smilies[c1]\n", + " e2 = all_smilies[c2]\n", + " \n", + " d = emoji_distance(e1,e2)\n", + " d_m[c1,c2] = d\n", + " \n", + " #print(e1,e2,d)\n", + "\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "😂: 😂😱😬🙇😈😹😅😥🙉😵\n", + "😍: 😍😊😘😚😻😛😋😇🙌😀\n", + "😭: 😭😪😓😴😔😷😖😫😢😨\n", + "😘: 😘😚😍😙😊😗😛😻😽😋\n", + "😊: 😊😻😛😍😇😋😀🙌😘😚\n", + "😁: 😁😄😝😎🙊😜😆🙆😉🙋\n", + "😩: 😩😒😕🙍😿😾😠😦😐😑\n", + "🙏: 🙏😏😸😉🙀😮😜😝😄🙉\n", + "😏: 😏🙏😮🙀😸😈🙉😉😜😝\n", + "😉: 😉😜😸😝🙆😄😁😎😆🙊\n", + "🙌: 🙌😀😛😻😇🙋😌😊😋😃\n", + "🙈: 🙈😼😌🙊🙋😆😁😄😺😎\n", + "😄: 😄😝😁😆😜🙊😉😎😸🙉\n", + "😒: 😒😩😕😿🙍😾😠😦😐😑\n", + "😃: 😃🙆😎😀😇😋🙋🙌😁🙊\n", + "😔: 😔😷😭😖😪😓😴😫😤😨\n", + "😱: 😱😬😂🙇😹😅😥😵😈😯\n", + "😜: 😜😉😝😁😄🙆😎😸😆🙊\n", + "😳: 😳😲😧😵😯🙇😹😶😢😥\n", + "😡: 😡😣😞🙎😫😖😰😠😔😷\n", + "😎: 😎🙆😁🙊😜😃😄😝🙋😉\n", + "😢: 😢😟😪😓😴😭😵😥😧😰\n", + "😋: 😋😇😻😀😊😃😛🙌😍🙆\n", + "🙊: 🙊🙋😁😆😎🙈😌😄😼😝\n", + "😴: 😴😭😪😓😔😧😨😢😷😲\n", + "😌: 😌🙋🙈🙊🙌😼😀😎😆😁\n", + "😞: 😞😫😖🙎😰😓😔😡😪😭\n", + "😆: 😆😄😁🙊😝😼🙈😜😎🙉\n", + "😝: 😝😄😜😁😆😉😸😎🙊🙆\n", + "😪: 😪😓😭😴😔😢😷😖😫😞\n", + "😫: 😫😖😞😔😷😭😓😪😣😡\n", + "😅: 😅😹😥😬🙇😱😂😟😵😢\n", + "😀: 😀😇🙌😻😛😋😃🙋😊😌\n", + "😚: 😚😘😍😙😗😊😛😻😽😋\n", + "😻: 😻😊😛😇😀😋🙌😍😘😃\n", + "😥: 😥😹😟😅😵🙇😬😱😢😂\n", + "😕: 😕😒😩😿🙍😾😠😦😐😑\n", + "😤: 😤🙅😷😨😔😶😑😖😭😴\n", + "😈: 😈😮🙉🙀😂😱😬😯🙇😄\n", + "😰: 😰🙎😞😫😓😢😪😭😖😟\n", + "😑: 😑😦😐🙅😤😿😶😒😨😕\n", + "😹: 😹🙇😥😬😅😵😱😂😟😢\n", + "😠: 😠🙍😾😩😒😕😿😣😖😫\n", + "😓: 😓😪😭😴😔😢😷😖😫😞\n", + "😣: 😣😡😫😞😠😖🙍😾🙎😷\n", + "😐: 😐😦😑😿😕😒😩🙅😤🙍\n", + "😨: 😨😶🙅😤😧😲😴😔😷😭\n", + "😖: 😖😫😔😷😞😭😓😪😣😴\n", + "😷: 😷😔😖😤😭😫😪😓😨😴\n", + "🙋: 🙋😌🙊🙈😎🙌😀😁😆😼\n", + "😛: 😛😻😊🙌😀😇😍😋😘😽\n", + "😬: 😬😱😂🙇😹😅😥😵😈😟\n", + "😙: 😙😚😘😗😍😊😛😻😽😋\n", + "🙆: 🙆😎😜😃😉😁😝😄🙊😸\n", + "🙅: 🙅😤😶😨😑😷😔😲😧😴\n", + "🙉: 🙉🙀😈😄😝😆😸😮😁😜\n", + "😇: 😇😀😋😻🙌😊😛😃🙋😍\n", + "😿: 😿😒😕😩🙍😦😠😐😾😑\n", + "😲: 😲😧😶😨😴😳😭😪😓🙅\n", + "😶: 😶😨🙅😲😧😤😴😔😷😭\n", + "😵: 😵🙇😹😥😟😱😬😅😢😳\n", + "😸: 😸😉😜😝😄🙀😁🙉🙆😎\n", + "😧: 😧😲😨😴😶😭😪😳😓😢\n", + "😮: 😮😈🙀🙉😏😸😯😂🙏😱\n", + "😽: 😽😛😘😍😚🙌😊😻😗😺\n", + "🙀: 🙀🙉😮😈😸😝😄😜😉😆\n", + "🙇: 🙇😹😱😬😵😥😂😅😟😯\n", + "😟: 😟😥😢😵😹😅🙇😬😱😓\n", + "😯: 😯😳🙇😱😈😵😮😂😬😹\n", + "😦: 😦😐😑😿😕😒😩🙅😤🙍\n", + "🙍: 🙍😾😩😠😒😕😿😣😖😡\n", + "😺: 😺🙈😌😼🙋😽🙊🙌😆😛\n", + "😾: 😾🙍😩😠😒😕😿😣😡😖\n", + "😼: 😼🙈😆🙊😌😁🙋😄😝🙉\n", + "🙎: 🙎😰😞😡😫😖😣😓😪😭\n", + "😗: 😗😙😚😘😽😍😊😛😻🙌\n" + ] + } + ], + "source": [ + "for c in range(len(d_m[0])):\n", + " emoji = all_smilies[c]\n", + " row = d_m[c]\n", + " row_sorted = np.argsort(row)\n", + " #closest 5\n", + " r = row_sorted[0:10]\n", + " #print()\n", + " closest = \"\"\n", + " for i in r:\n", + " closest+=all_smilies[i]\n", + " print(emoji+\": \"+closest)\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}