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handle和armrest有什么区别 – CSDN

之前我们使用的都是二维卷积,二维卷积处理图像问题,这次我们使用一维卷积,一维卷积处理序列问题

一维卷积就是在一个序列上进行滑动,从而得出一维卷积的结果,详细一维卷积的介绍可以看一下这个 深度学习面试题09:一维卷积(Full卷积、Same卷积、Valid卷积、带深度的一维卷积) – 黎明程序员 – 博客园

下面我们使用一维卷积对航空评论数据进行训练,数据集选用了与 41.RNN循环网络-航空评论情感预测_potato123232的博客-CSDN博客 这里的数据集相同,数据预处理部分与连接中的方法也完全相同,我们简单看一下

目录

1  创建网络

2  编译与训练模型

3  保存模型

4  预测模型

一维卷积和二维卷积在参数上相似,一维池化与二维池化在参数上也相似

优化器我们使用RMSprop,这个优化器处理序列问题比较优秀

最终能达到0.87的准确率

在训练过程中我们把文字对应的数字保存下来,我当前是这个

{‘dissapointment’: 1, ‘appreciate’: 2, ‘bags’: 3, ‘funited’: 4, ‘ker’: 5, ‘ref’: 6, ‘appear’: 7, ‘lft’: 8, ‘numbers’: 9, ‘gracious’: 10, ‘if’: 11, ‘sourhwest’: 12, ‘promises’: 13, ‘timezones’: 14, ‘dandy’: 15, ‘lucycat’: 16, ‘moved’: 17, ‘styling’: 18, ‘military’: 19, ‘business’: 20, ‘deeply’: 21, ‘crucial’: 22, ‘video’: 23, ‘tickt’: 24, ‘spoiled’: 25, ‘av’: 26, ‘pace’: 27, ‘lastella’: 28, ‘fuselage’: 29, ‘disappointments’: 30, ‘wheresthepilot’: 31, ‘hook’: 32, ‘kristie’: 33, ‘robbed’: 34, ‘favor’: 35, ‘spring’: 36, ‘hpn’: 37, ‘nuts’: 38, ‘stt’: 39, ‘race’: 40, ‘nocompensation’: 41, ‘out’: 42, ‘ar’: 43, ‘either’: 44, ‘whatstheholdup’: 45, ‘sibling’: 46, ‘wpg’: 47, ‘gotcha’: 48, ‘served’: 49, ‘gmail’: 50, ‘tears’: 51, ‘jjje’: 52, ‘literally’: 53, ‘nd’: 54, ‘ipaamzt’: 55, ‘sooo’: 56, ‘sad’: 57, ‘athletes’: 58, ‘me’: 59, ‘delacy’: 60, ‘populate’: 61, ‘unitedsucksdick’: 62, ‘writing’: 63, ‘merger’: 64, ‘nominated’: 65, ‘buffalo’: 66, ‘cars’: 67, ‘tmccexyaaq’: 68, ‘thanksunited’: 69, ‘traveller’: 70, ‘uniform’: 71, ‘authors’: 72, ‘fong’: 73, ‘verbal’: 74, ‘goddamn’: 75, ‘injuries’: 76, ‘obviously’: 77, ‘laguardia’: 78, ‘competitors’: 79, ‘weblink’: 80, ‘software’: 81, ‘company’: 82, ‘beating’: 83, ‘breaking’: 84, ‘takemehome’: 85, ‘reset’: 86, ‘flightd’: 87, ‘toss’: 88, ‘blaming’: 89, ‘delayua’: 90, ‘ins’: 91, ‘ubcoasyws’: 92, ‘smile’: 93, ‘ukdjjijrow’: 94, ‘res’: 95, ‘cut’: 96, ‘deplane’: 97, ‘rest’: 98, ‘made’: 99, ‘shot’: 100, ‘adams’: 101, ‘horribleservice’: 102, ‘orf’: 103, ‘flydeltanexttime’: 104, ‘jmnkj’: 105, ‘low’: 106, ‘marathon’: 107, ‘hollywood’: 108, ‘shoes’: 109, ‘dam’: 110, ‘iphone’: 111, ‘shit’: 112, ‘wanted’: 113, ‘terribleservice’: 114, ‘confirmations’: 115, ‘return’: 116, ‘hotline’: 117, ‘superb’: 118, ‘laughed’: 119, ‘sheesh’: 120, ‘films’: 121, ’embossed’: 122, ‘droppeditoffyet’: 123, ‘ak’: 124, ‘earnings’: 125, ‘perth’: 126, ‘aircrafts’: 127, ‘viable’: 128, ‘hmmm’: 129, ‘flights’: 130, ‘confirming’: 131, ‘negligent’: 132, ‘starts’: 133, ‘know’: 134, ‘streetwise’: 135, ‘waives’: 136, ‘mos’: 137, ‘atfrkp’: 138, ‘sydney’: 139, ‘then’: 140, ‘frustrated’: 141, ‘combination’: 142, ‘operator’: 143, ‘daytona’: 144, ‘scqujbvsta’: 145, ‘involved’: 146, ‘tripofalifetime’: 147, ‘purpose’: 148, ‘member’: 149, ‘evaluate’: 150, ‘prepared’: 151, ‘thru’: 152, ‘veggies’: 153, ‘cpap’: 154, ‘seconds’: 155, ‘dare’: 156, ‘airlinegave’: 157, ‘cyoonzftdc’: 158, ‘understaffed’: 159, ‘piss’: 160, ‘addtl’: 161, ‘subsequently’: 162, ‘rqbxw’: 163, ‘liable’: 164, ‘oh’: 165, ‘took’: 166, ‘sytycd’: 167, ‘snack’: 168, ‘ear’: 169, ‘accrue’: 170, ‘flighted’: 171, ‘volunteer’: 172, ‘overbook’: 173, ‘eq’: 174, ‘nghmie’: 175, ‘floors’: 176, ‘noticed’: 177, ‘zut’: 178, ‘senses’: 179, ‘gt’: 180, ‘vq’: 181, ‘screen’: 182, ‘deceptive’: 183, ‘abuse’: 184, ‘tlc’: 185, ‘choices’: 186, ‘carryon’: 187, ‘ij’: 188, ‘thanking’: 189, ‘flying’: 190, ‘special’: 191, ‘allowed’: 192, ‘kudos’: 193, ‘bked’: 194, ‘cloud’: 195, ‘egregious’: 196, ‘imo’: 197, ‘despise’: 198, ‘classed’: 199, ‘shower’: 200, ‘original’: 201, ‘had’: 202, ‘incorrectly’: 203, ‘sharp’: 204, ‘board’: 205, ‘flustered’: 206, ‘jetbluefame’: 207, ‘regret’: 208, ‘expansion’: 209, ‘trips’: 210, ‘amid’: 211, ‘iclv’: 212, ‘season’: 213, ‘aligned’: 214, ‘any’: 215, ‘trust’: 216, ‘service’: 217, ‘nancy’: 218, ‘street’: 219, ‘beverage’: 220, ‘angeles’: 221, ‘mary’: 222, ‘westagard’: 223, ‘month’: 224, ‘knew’: 225, ‘engine’: 226, ‘brancato’: 227, ‘wouldnt’: 228, ‘rdtimethishashappened’: 229, ‘barriers’: 230, ‘mentions’: 231, ‘represent’: 232, ‘landing’: 233, ‘evenmoreview’: 234, ‘missin’: 235, ‘guam’: 236, ‘gluten’: 237, ‘as’: 238, ‘legally’: 239, ‘priceless’: 240, ‘freaking’: 241, ‘theworst’: 242, ‘helene’: 243, ‘departing’: 244, ‘add’: 245, ‘lovely’: 246, ‘refreshments’: 247, ‘kci’: 248, ‘gesture’: 249, ‘beg’: 250, ‘rivals’: 251, ‘maint’: 252, ‘fedup’: 253, ‘professionalism’: 254, ‘rubbish’: 255, ‘friendlysky’: 256, ‘dress’: 257, ‘flt’: 258, ‘luvagent’: 259, ‘payton’: 260, ‘bottles’: 261, ‘tn’: 262, ‘prevent’: 263, ‘utah’: 264, ‘it’: 265, ‘cxcld’: 266, ‘police’: 267, ‘hearing’: 268, ‘cannot’: 269, ‘direct’: 270, ‘asses’: 271, ‘okc’: 272, ‘inaccurate’: 273, ‘whyairtravelsucks’: 274, ‘their’: 275, ‘isnt’: 276, ‘hunt’: 277, ‘twtr’: 278, ‘patiently’: 279, ‘conflict’: 280, ‘nas’: 281, ‘shall’: 282, ‘integrate’: 283, ‘beought’: 284, ‘closet’: 285, ‘shift’: 286, ‘committed’: 287, ‘lineup’: 288, ‘randomactsofcorporategreed’: 289, ‘growing’: 290, ‘flightattendant’: 291, ‘furious’: 292, ‘buzz’: 293, ‘concentrate’: 294, ‘dog’: 295, ‘end’: 296, ‘o’: 297, ‘listens’: 298, ‘christmas’: 299, ‘columbus’: 300, ‘memo’: 301, ‘pqd’: 302, ‘darrel’: 303, ‘awhile’: 304, ‘outrage’: 305, ‘saga’: 306, ‘lifeline’: 307, ‘happyflier’: 308, ‘think’: 309, ‘married’: 310, ‘complained’: 311, ‘m’: 312, ‘msg’: 313, ‘preventable’: 314, ‘oreos’: 315, ‘program’: 316, ‘purely’: 317, ‘notfair’: 318, ‘discomfort’: 319, ‘unserved’: 320, ‘commercial’: 321, ‘grrwaaa’: 322, ‘young’: 323, ‘ipad’: 324, ‘rtr’: 325, ‘mde’: 326, ‘film’: 327, ‘selling’: 328, ‘sz’: 329, ‘guessweflyingdelta’: 330, ‘onhxhco’: 331, ‘grand’: 332, ‘toothpaste’: 333, ‘geography’: 334, ‘got’: 335, ‘accepting’: 336, ‘pqouatdf’: 337, ‘anamarketers’: 338, ‘osjz’: 339, ‘connector’: 340, ‘tv’: 341, ‘anniversary’: 342, ‘anticipate’: 343, ‘fib’: 344, ‘giggled’: 345, ‘yywafkfi’: 346, ‘seattlebound’: 347, ‘wth’: 348, ‘qsqz’: 349, ‘tech’: 350, ‘extraordinaire’: 351, ‘behind’: 352, ‘tripping’: 353, ‘sorrynotsorry’: 354, ‘help’: 355, ‘neveragain’: 356, ‘folks’: 357, ‘stuck’: 358, ‘uyhr’: 359, ‘levels’: 360, ‘unitedairlinessux’: 361, ‘aa’: 362, ‘helping’: 363, ‘nigeria’: 364, ‘captured’: 365, ‘onechildfourbags’: 366, ‘final’: 367, ‘nowhereland’: 368, ‘strive’: 369, ‘thanksdave’: 370, ‘holidays’: 371, ‘intentional’: 372, ‘fritz’: 373, ‘definition’: 374, ‘like’: 375, ‘basically’: 376, ‘temps’: 377, ‘appalled’: 378, ‘reimbursed’: 379, ‘generally’: 380, ‘px’: 381, ‘pain’: 382, ‘hawaii’: 383, ‘mac’: 384, ‘yyj’: 385, ‘avoidable’: 386, ‘equal’: 387, ‘bottom’: 388, ‘feltthelove’: 389, ‘spread’: 390, ‘remove’: 391, ‘kindle’: 392, ‘t’: 393, ‘didnt’: 394, ‘conversed’: 395, ‘nothing’: 396, ‘whatacluster’: 397, ‘even’: 398, ‘continues’: 399, ‘bestairline’: 400, ‘graphic’: 401, ‘lbs’: 402, ‘gma’: 403, ‘indicate’: 404, ‘anxiety’: 405, ‘frigidfriday’: 406, ‘assistant’: 407, ‘mercy’: 408, ‘seatmate’: 409, ‘jax’: 410, ‘bravo’: 411, ‘ibtr’: 412, ‘glad’: 413, ‘sp’: 414, ‘aufm’: 415, ‘qqlzk’: 416, ‘boggling’: 417, ‘notify’: 418, ‘idiots’: 419, ‘flier’: 420, ‘age’: 421, ‘strong’: 422, ‘wishmyflightwaslonger’: 423, ‘permissions’: 424, ‘holders’: 425, ‘more’: 426, ‘alabama’: 427, ‘coworkers’: 428, ‘integrating’: 429, ‘rcvd’: 430, ‘facebook’: 431, ‘cheesy’: 432, ‘lookin’: 433, ‘playlist’: 434, ‘unxqotzik’: 435, ‘unitedsucks’: 436, ‘wlainimy’: 437, ‘busiest’: 438, ‘lock’: 439, ‘subpar’: 440, ‘efficiently’: 441, ‘downtown’: 442, ‘puerto’: 443, ‘cgwe’: 444, ‘dep’: 445, ‘remarks’: 446, ‘misconnected’: 447, ‘media’: 448, ‘stylesheets’: 449, ‘pleasure’: 450, ‘helpimstuck’: 451, ‘places’: 452, ‘interviewed’: 453, ‘checkpoint’: 454, ‘lookforwardtoflywithaa’: 455, ‘sav’: 456, ‘disappointment’: 457, ‘enoughisenough’: 458, ‘tnx’: 459, ‘camera’: 460, ‘flightfail’: 461, ‘dragons’: 462, ‘boeing’: 463, ‘sunglasses’: 464, ‘overcharge’: 465, ‘application’: 466, ‘swfan’: 467, ‘besides’: 468, ‘shes’: 469, ‘doesnt’: 470, ‘mental’: 471, ‘yet’: 472, ‘teams’: 473, ‘characters’: 474, ‘ts’: 475, ‘norma’: 476, ‘rapid’: 477, ‘cdzhtyd’: 478, ‘teach’: 479, ‘mraw’: 480, ‘totally’: 481, ‘bitch’: 482, ‘sfotobos’: 483, ‘insurance’: 484, ‘adventure’: 485, ‘convenience’: 486, ‘yg’: 487, ‘oardjjgrrd’: 488, ‘consolation’: 489, ‘cannedtweet’: 490, ‘rectify’: 491, ‘displayed’: 492, ‘fcmostinnovative’: 493, ‘arranged’: 494, ‘cyprhe’: 495, ‘mqezxvdh’: 496, ‘via’: 497, ‘rebooked’: 498, ‘southwestair’: 499, ‘passenegers’: 500, ‘korea’: 501, ‘assist’: 502, ‘umpteen’: 503, ‘cali’: 504, ‘needing’: 505, ‘blushing’: 506, ‘ready’: 507, ’cause’: 508, ‘phi’: 509, ‘cgfv’: 510, ‘rated’: 511, ‘sorted’: 512, ‘versions’: 513, ‘claiming’: 514, ‘released’: 515, ‘possessions’: 516, ‘marsha’: 517, ‘normal’: 518, ‘freddie’: 519, ‘deserved’: 520, ‘shirts’: 521, ‘lines’: 522, ‘versus’: 523, ‘failed’: 524, ‘asset’: 525, ‘gay’: 526, ‘lining’: 527, ‘operate’: 528, ‘fransico’: 529, ‘pumped’: 530, ‘poker’: 531, ‘assaulted’: 532, ‘ryxbplgmnk’: 533, ‘millions’: 534, ‘waking’: 535, ‘pairings’: 536, ‘ski’: 537, ‘aging’: 538, ‘mentioning’: 539, ‘dollars’: 540, ‘thin’: 541, ‘through’: 542, ‘fault’: 543, ‘fast’: 544, ‘hdn’: 545, ‘refused’: 546, ‘effing’: 547, ‘loudly’: 548, ‘strandusindenver’: 549, ‘airbus’: 550, ‘dirty’: 551, ‘ons’: 552, ‘kacy’: 553, ‘hooooo’: 554, ‘scheduled’: 555, ‘keepitup’: 556, ‘book’: 557, ‘operational’: 558, ‘understand’: 559, ‘moon’: 560, ‘friends’: 561, ‘tracking’: 562, ‘upgrading’: 563, ‘orig’: 564, ‘amazingflightcrew’: 565, ‘vx’: 566, ‘noplacelikehome’: 567, ‘outstanding’: 568, ‘happybirthday’: 569, ‘informed’: 570, ‘telephone’: 571, ‘amp’: 572, ‘aircrft’: 573, ‘commercials’: 574, ‘heartbroken’: 575, ‘tailwind’: 576, ‘netneutrality’: 577, ‘address’: 578, ‘razor’: 579, ‘swapped’: 580, ‘im’: 581, ‘boat’: 582, ‘scheduling’: 583, ‘toronto’: 584, ‘throug’: 585, ‘nwk’: 586, ‘returns’: 587, ‘getaway’: 588, ‘stepping’: 589, ‘weather’: 590, ‘waivers’: 591, ‘dbh’: 592, ‘west’: 593, ‘reservation’: 594, ‘chkout’: 595, ‘con’: 596, ‘equals’: 597, ‘dissatisfaction’: 598, ‘vftuyjh’: 599, ‘canadian’: 600, ‘louisville’: 601, ‘removed’: 602, ‘couldn’: 603, ‘disappeared’: 604, ‘quicker’: 605, ‘logs’: 606, ‘yxe’: 607, ‘stressors’: 608, ‘wait’: 609, ‘certificates’: 610, ‘sing’: 611, ‘js’: 612, ‘qc’: 613, ‘tpa’: 614, ‘nice’: 615, ‘soooo’: 616, ‘have’: 617, ‘missed’: 618, ‘tkt’: 619, ‘ask’: 620, ‘quoted’: 621, ‘nosr’: 622, ‘unsure’: 623, ‘kkedjnrtwo’: 624, ‘in’: 625, ‘beans’: 626, ‘tagged’: 627, ‘lea’: 628, ‘ync’: 629, ‘giving’: 630, ‘kicking’: 631, ‘officially’: 632, ‘fleek’: 633, ‘quiche’: 634, ‘fyi’: 635, ‘brussels’: 636, ‘vt’: 637, ‘acknowledge’: 638, ‘helps’: 639, ‘serv’: 640, ‘mths’: 641, ‘ship’: 642, ‘smoothly’: 643, ‘singer’: 644, ‘ute’: 645, ‘bestflightever’: 646, ‘anyone’: 647, ‘expensive’: 648, ‘entertainment’: 649, ‘del’: 650, ‘yours’: 651, ‘oakland’: 652, ‘female’: 653, ‘diff’: 654, ‘written’: 655, ‘exacerbates’: 656, ‘allow’: 657, ‘astounds’: 658, ‘cards’: 659, ‘waited’: 660, ‘told’: 661, ‘another’: 662, ‘system’: 663, ‘conference’: 664, ‘happen’: 665, ‘two’: 666, ‘providing’: 667, ‘acts’: 668, ‘threatened’: 669, ‘stand’: 670, ‘happiness’: 671, ‘vgn’: 672, ‘detroit’: 673, ‘richard’: 674, ‘flyquiet’: 675, ‘keeps’: 676, ‘worn’: 677, ‘pts’: 678, ‘downhill’: 679, ‘damaged’: 680, ‘drop’: 681, ‘sell’: 682, ‘miracle’: 683, ‘value’: 684, ‘crewe’: 685, ‘smart’: 686, ‘tight’: 687, ‘girl’: 688, ‘accounts’: 689, ‘challenge’: 690, ‘lwotkiekgu’: 691, ‘albany’: 692, ‘accommodating’: 693, ‘replies’: 694, ‘inconveniently’: 695, ‘disinfectant’: 696, ‘machine’: 697, ‘phoenix’: 698, ‘leave’: 699, ‘snowforce’: 700, ‘stays’: 701, ‘malfunction’: 702, ‘soreback’: 703, ‘restrm’: 704, ‘attendents’: 705, ‘gguig’: 706, ‘wiyh’: 707, ‘transport’: 708, ‘murdock’: 709, ‘batman’: 710, ’employees’: 711, ‘cosmetic’: 712, ‘ksgcq’: 713, ‘fwa’: 714, ‘hotspot’: 715, ‘monica’: 716, ‘delightful’: 717, ‘sincerely’: 718, ‘cx’: 719, ‘provider’: 720, ‘tolerable’: 721, ‘arrival’: 722, ‘reliable’: 723, ‘planes’: 724, ‘forcing’: 725, ‘rolling’: 726, ‘pax’: 727, ‘wonderful’: 728, ‘swapic’: 729, ‘uncvsduke’: 730, ‘irrops’: 731, ‘continuous’: 732, ‘chats’: 733, ‘strongly’: 734, ‘sunny’: 735, ‘caught’: 736, ‘sleeping’: 737, ‘averted’: 738, ‘not’: 739, ‘deleted’: 740, ‘yvr’: 741, ‘jx’: 742, ‘businessfirst’: 743, ‘presenting’: 744, ‘former’: 745, ‘cleveland’: 746, ‘egkvfokogj’: 747, ‘greatcustomerservice’: 748, ‘redeye’: 749, ‘disputed’: 750, ‘jfk’: 751, ‘stop’: 752, ‘thank’: 753, ‘nustgpelsf’: 754, ‘rudest’: 755, ‘handler’: 756, ‘second’: 757, ‘refueled’: 758, ‘show’: 759, ‘sass’: 760, ‘kansas’: 761, ‘sandwich’: 762, ‘threw’: 763, ‘dming’: 764, ‘overwhelmed’: 765, ‘weekend’: 766, ‘realtime’: 767, ‘serve’: 768, ‘useful’: 769, ‘upgrades’: 770, ‘evn’: 771, ‘mass’: 772, ‘lghpcdu’: 773, ‘eliz’: 774, ‘consistent’: 775, ‘stranger’: 776, ‘pleasecomeback’: 777, ‘lrw’: 778, ‘comically’: 779, ‘georgia’: 780, ‘figure’: 781, ‘damage’: 782, ‘absolutely’: 783, ‘transaction’: 784, ‘items’: 785, ‘range’: 786, ‘compensate’: 787, ‘remembered’: 788, ‘etc’: 789, ‘nyt’: 790, ‘vallarta’: 791, ‘cheers’: 792, ‘expecting’: 793, ‘nygn’: 794, ‘firstclass’: 795, ‘boarded’: 796, ‘deciding’: 797, ‘focus’: 798, ‘props’: 799, ‘logan’: 800, ‘whoooo’: 801, ‘things’: 802, ‘aruna’: 803, ‘skyteam’: 804, ‘supplies’: 805, ‘beanie’: 806, ‘smaller’: 807, ‘discount’: 808, ‘xxy’: 809, ‘savannah’: 810, ‘daughters’: 811, ‘push’: 812, ‘named’: 813, ‘rep’: 814, ‘dept’: 815, ‘qd’: 816, ‘pa’: 817, ‘eakpa’: 818, ‘stressful’: 819, ‘guaranteed’: 820, ‘you’: 821, ‘maintain’: 822, ‘wipes’: 823, ‘rypzebc’: 824, ‘vv’: 825, ‘him’: 826, ‘cramped’: 827, ‘kvxs’: 828, ‘reply’: 829, ‘library’: 830, ‘ruining’: 831, ‘dgctt’: 832, ‘sukhdeep’: 833, ‘unusable’: 834, ‘june’: 835, ‘half’: 836, ‘rentals’: 837, ‘cnctl’: 838, ‘us’: 839, ‘total’: 840, ‘letter’: 841, ‘newyork’: 842, ‘queue’: 843, ‘roger’: 844, ‘glasses’: 845, ‘als’: 846, ‘ahah’: 847, ‘nywr’: 848, ‘super’: 849, ‘sexy’: 850, ‘manner’: 851, ‘dontmakemebeg’: 852, ‘pqm’: 853, ‘badservice’: 854, ‘mvyoizrpde’: 855, ‘kcvubuyexc’: 856, ‘may’: 857, ‘entire’: 858, ‘mood’: 859, ‘familiar’: 860, ‘snowy’: 861, ‘insane’: 862, ‘layout’: 863, ‘estimate’: 864, ‘blocked’: 865, ‘yesterday’: 866, ‘held’: 867, ‘substantial’: 868, ‘halfway’: 869, ‘cana’: 870, ‘reasonable’: 871, ‘pgh’: 872, ‘they’: 873, ‘hub’: 874, ‘revisiting’: 875, ‘rez’: 876, ‘miserable’: 877, ‘pjs’: 878, ‘avgeek’: 879, ‘coming’: 880, ‘displaced’: 881, ‘exchange’: 882, ‘vail’: 883, ‘kiosk’: 884, ‘dca’: 885, ‘coast’: 886, ‘convo’: 887, ‘aired’: 888, ‘frequentflyerappreciates’: 889, ‘remind’: 890, ‘clowns’: 891, ‘nervous’: 892, ‘vocab’: 893, ‘encouraged’: 894, ‘hourandtenminutedelay’: 895, ‘luvforsw’: 896, ‘guyyyys’: 897, ‘draft’: 898, ‘mobile’: 899, ‘warning’: 900, ‘caffeine’: 901, ‘loner’: 902, ‘say’: 903, ‘riedel’: 904, ‘proj’: 905, ‘albanyairport’: 906, ‘waive’: 907, ‘yelling’: 908, ‘fulmh’: 909, ‘york’: 910, ‘npxb’: 911, ‘loc’: 912, ‘abundance’: 913, ‘jhxwmutx’: 914, ‘isthisyourfirsttry’: 915, ‘actively’: 916, ‘idiot’: 917, ‘general’: 918, ‘jokers’: 919, ‘yyc’: 920, ‘event’: 921, ‘insanely’: 922, ‘weds’: 923, ‘responds’: 924, ‘situation’: 925, ‘mke’: 926, ‘friendlyteam’: 927, ‘record’: 928, ‘reach’: 929, ‘being’: 930, ‘speak’: 931, ‘friendlyfriday’: 932, ‘congratulations’: 933, ‘article’: 934, ‘movies’: 935, ‘certificate’: 936, ‘requests’: 937, ‘size’: 938, ‘grandma’: 939, ‘form’: 940, ‘memories’: 941, ‘concerns’: 942, ‘start’: 943, ‘hear’: 944, ‘bngpli’: 945, ‘uncaring’: 946, ‘reminder’: 947, ‘fridge’: 948, ‘pull’: 949, ‘talk’: 950, ‘intercom’: 951, ‘tuxfqf’: 952, ‘ktsgi’: 953, ‘sao’: 954, ‘pt’: 955, ‘craft’: 956, ‘sarah’: 957, ‘installed’: 958, ‘questions’: 959, ‘rechecked’: 960, ‘executive’: 961, ‘turnaround’: 962, ‘pj’: 963, ‘opposed’: 964, ‘snowstorm’: 965, ‘dry’: 966, ‘paxex’: 967, ‘ability’: 968, ‘ratings’: 969, ‘central’: 970, ‘reps’: 971, ’causes’: 972, ‘injured’: 973, ‘inconvenience’: 974, ‘ftw’: 975, ‘model’: 976, ‘maria’: 977, ‘page’: 978, ‘crewmembers’: 979, ‘duw’: 980, ‘usairway’: 981, ‘nocharge’: 982, ‘stocker’: 983, ‘fc’: 984, ‘friday’: 985, ‘lightbulb’: 986, ‘there’: 987, ‘worthless’: 988, ‘ru’: 989, ‘pleased’: 990, ‘receipt’: 991, ‘personalized’: 992, ‘aggravation’: 993, ‘blatantly’: 994, ‘raleigh’: 995, ‘pqds’: 996, ‘specifically’: 997, ‘sdylukr’: 998, ‘intact’: 999, ‘tmusjvu’: 1000, ‘separated’: 1001, ‘assure’: 1002, ‘vancouver’: 1003, ‘lower’: 1004, ‘otis’: 1005, ‘expect’: 1006, ‘improvement’: 1007, ‘welldone’: 1008, ‘danny’: 1009, ‘fro’: 1010, ‘lhr’: 1011, ‘tonite’: 1012, ‘unaccomidating’: 1013, ‘happytweet’: 1014, ‘file’: 1015, ‘courier’: 1016, ‘gok’: 1017, ‘linked’: 1018, 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‘before’: 2807, ‘rr’: 2808, ‘kickin’: 2809, ‘password’: 2810, ‘eagle’: 2811, ‘worstairline’: 2812, ‘registration’: 2813, ‘sjqemdtqma’: 2814, ‘work’: 2815, ‘handling’: 2816, ‘reseated’: 2817, ‘ac’: 2818, ‘kax’: 2819, ‘putting’: 2820, ‘nyc’: 2821, ‘delyd’: 2822, ‘harder’: 2823, ‘reservations’: 2824, ‘dangerofgettingsnowedin’: 2825, ‘complimentary’: 2826, ‘pvphmtzc’: 2827, ‘husband’: 2828, ‘everytime’: 2829, ‘prepares’: 2830, ‘lousy’: 2831, ‘airplanes’: 2832, ‘down’: 2833, ‘seemed’: 2834, ‘genius’: 2835, ‘transpired’: 2836, ‘oklji’: 2837, ‘sharing’: 2838, ‘nvlnglnmgn’: 2839, ‘plane’: 2840, ‘flightled’: 2841, ‘zouowgv’: 2842, ‘nyfw’: 2843, ‘random’: 2844, ‘desperately’: 2845, ‘aay’: 2846, ‘cooler’: 2847, ‘agpb’: 2848, ‘cb’: 2849, ‘important’: 2850, ‘atrocious’: 2851, ‘tokyomarathon’: 2852, ‘several’: 2853, ‘ticket’: 2854, ‘flightling’: 2855, ‘expire’: 2856, ‘claimed’: 2857, ‘product’: 2858, ‘extravaganza’: 2859, ‘specific’: 2860, ‘freaked’: 2861, ‘invitational’: 2862, ‘kdcsxu’: 2863, ‘active’: 2864, ‘wernicke’: 2865, ‘trgemtebz’: 2866, ‘funny’: 2867, ‘jumping’: 2868, ‘classiq’: 2869, ‘costumerservice’: 2870, ‘skis’: 2871, ‘cot’: 2872, ‘house’: 2873, ‘touchdown’: 2874, ‘themed’: 2875, ‘reaches’: 2876, ‘induce’: 2877, ‘volunteers’: 2878, ‘trvl’: 2879, ‘guinea’: 2880, ‘thingafteranother’: 2881, ‘publicly’: 2882, ‘myrtle’: 2883, ‘xl’: 2884, ‘headache’: 2885, ‘dewithpew’: 2886, ‘breach’: 2887, ‘pacific’: 2888, ‘disgraceful’: 2889, ‘flightlation’: 2890, ‘guessing’: 2891, ‘incredible’: 2892, ‘stat’: 2893, ‘rules’: 2894, ‘jcediky’: 2895, ‘plague’: 2896, ‘sort’: 2897, ‘browser’: 2898, ‘come’: 2899, ‘negative’: 2900, ‘mckinnie’: 2901, ‘snit’: 2902, ‘acted’: 2903, ‘neverchange’: 2904, ‘correctness’: 2905, ‘while’: 2906, ‘flightlations’: 2907, ‘shocking’: 2908, ‘luggages’: 2909, ‘comedian’: 2910, ‘everglades’: 2911, ‘shoulder’: 2912, ‘arrogant’: 2913, ‘becuz’: 2914, ‘zpjr’: 2915, ‘honeymoon’: 2916, ‘cousin’: 2917, ‘compensated’: 2918, ‘kj’: 2919, ‘checking’: 2920, ‘ers’: 2921, ‘kevin’: 2922, ‘standards’: 2923, ‘off’: 2924, ‘victoria’: 2925, ‘skrlyrz’: 2926, ‘cqmm’: 2927, ‘yyzua’: 2928, ‘salem’: 2929, ‘realistically’: 2930, ‘msy’: 2931, ‘existent’: 2932, ‘changing’: 2933, ‘this’: 2934, ‘black’: 2935, ‘toddlers’: 2936, ‘livery’: 2937, ‘biggie’: 2938, ‘gent’: 2939, ‘innovation’: 2940, ‘holz’: 2941, ‘tiny’: 2942, ‘remotely’: 2943, ‘airborne’: 2944, ‘compensating’: 2945, ‘past’: 2946, ‘sardine’: 2947, ‘virginatlantic’: 2948, ‘recovery’: 2949, ‘california’: 2950, ‘carseat’: 2951, ‘existing’: 2952, ‘rack’: 2953, ‘wbzorrn’: 2954, ‘tammy’: 2955, ‘crash’: 2956, ‘hopeful’: 2957, ‘required’: 2958, ‘presented’: 2959, ‘misplaced’: 2960, ‘statement’: 2961, ‘selfie’: 2962, ‘security’: 2963, ‘fortunately’: 2964, ‘puj’: 2965, ‘kit’: 2966, ‘vice’: 2967, ‘lsn’: 2968, ‘luved’: 2969, ‘yummy’: 2970, ‘plate’: 2971, ‘needtobehonest’: 2972, ‘janna’: 2973, ‘probably’: 2974, ‘luv’: 2975, ‘elected’: 2976, ‘standbye’: 2977, ‘access’: 2978, ‘advantage’: 2979, ‘abused’: 2980, ‘suffering’: 2981, ‘savethediagonals’: 2982, ‘progressed’: 2983, ‘delinquent’: 2984, ‘confidence’: 2985, ‘boots’: 2986, ‘d’: 2987, ‘scared’: 2988, ‘tweeter’: 2989, ‘various’: 2990, ‘consecutive’: 2991, ‘lil’: 2992, ‘belabor’: 2993, ‘waiver’: 2994, ‘chocked’: 2995, ‘n’: 2996, ‘shitty’: 2997, ‘nobody’: 2998, ‘housing’: 2999, ‘usual’: 3000, ‘mrfbjtepef’: 3001, ‘fabulous’: 3002, ‘clean’: 3003, ‘iad’: 3004, ‘galley’: 3005, ‘ve’: 3006, ‘precipitation’: 3007, ‘mouse’: 3008, ‘tom’: 3009, ‘status’: 3010, ‘gold’: 3011, ‘doo’: 3012, ‘frontrunner’: 3013, ‘norris’: 3014, ‘tailfinthursday’: 3015, ‘aerojobmarket’: 3016, ‘indication’: 3017, ‘searching’: 3018, ‘rushed’: 3019, ‘liwecasoe’: 3020, ‘farecompare’: 3021, ‘fifty’: 3022, ‘atl’: 3023, ‘miami’: 3024, ‘frequent’: 3025, ‘lcqlp’: 3026, ‘meetthefleet’: 3027, ‘mails’: 3028, ‘)’: 3029, ‘because’: 3030, ‘eat’: 3031, ‘sellout’: 3032, ‘ps’: 3033, ‘slog’: 3034, ‘siting’: 3035, ‘rented’: 3036, ‘catering’: 3037, ‘pvd’: 3038, ‘father’: 3039, ‘holiday’: 3040, ‘husbands’: 3041, ‘trouble’: 3042, ‘jeanine’: 3043, ‘amazings’: 3044, ‘neurosurgery’: 3045, ‘flipping’: 3046, ‘refunding’: 3047, ‘passbook’: 3048, ‘concern’: 3049, ‘intent’: 3050, ‘adam’: 3051, ‘successful’: 3052, ‘belt’: 3053, ‘distances’: 3054, ‘pleasantly’: 3055, ‘duhbj’: 3056, ‘bringyourown’: 3057, ‘notcool’: 3058, ‘talked’: 3059, ‘gcwvfuopl’: 3060, ‘fiasco’: 3061, ‘neighboring’: 3062, ‘considered’: 3063, ‘unfamiliar’: 3064, ‘hollymais’: 3065, ’emerg’: 3066, ‘airways’: 3067, ‘time’: 3068, ‘switch’: 3069, ‘gnv’: 3070, ‘happier’: 3071, ‘yo’: 3072, ‘logged’: 3073, ‘fella’: 3074, ‘problem’: 3075, ‘instant’: 3076, ‘hosting’: 3077, ‘mccarran’: 3078, ‘gguaa’: 3079, ‘terry’: 3080, ‘exist’: 3081, ‘sohappy’: 3082, ‘flcnnn’: 3083, ‘john’: 3084, ‘bso’: 3085, ‘transparency’: 3086, ‘sleet’: 3087, ‘fustrated’: 3088, ‘paws’: 3089, ‘reference’: 3090, ‘brain’: 3091, ‘bangkok’: 3092, ‘gzb’: 3093, ‘looking’: 3094, ‘obsessed’: 3095, ‘retrain’: 3096, ‘issues’: 3097, ‘ta’: 3098, ‘belong’: 3099, ‘hartford’: 3100, ‘colo’: 3101, ‘planning’: 3102, ‘phillip’: 3103, ‘track’: 3104, ‘lbb’: 3105, ‘intercontinental’: 3106, ‘ball’: 3107, ‘randomly’: 3108, ‘whyjeff’: 3109, ‘fraction’: 3110, ‘couldnt’: 3111, ‘happyfriday’: 3112, ‘distributor’: 3113, ‘suit’: 3114, ‘preference’: 3115, ‘ab’: 3116, ‘poor’: 3117, ‘ethan’: 3118, ‘zfqmpgxvs’: 3119, ‘kak’: 3120, ‘ths’: 3121, ‘honalulu’: 3122, ‘mt’: 3123, ‘aha’: 3124, ‘scream’: 3125, ‘tfjfmsha’: 3126, ‘transformative’: 3127, ‘agnt’: 3128, ‘assets’: 3129, ‘my’: 3130, ‘quick’: 3131, ‘tbsjquw’: 3132, ‘dealing’: 3133, ‘lhrt’: 3134, ‘s’: 3135, ‘optimistic’: 3136, ‘yvonne’: 3137, ‘quito’: 3138, ‘hope’: 3139, ‘comment’: 3140, ‘bright’: 3141, ‘ax’: 3142, ‘tomorrow’: 3143, ‘sooooo’: 3144, ‘compliment’: 3145, ‘fh’: 3146, ‘ntuix’: 3147, ‘warmer’: 3148, ‘milan’: 3149, ‘nsgrt’: 3150, ‘tcqx’: 3151, ‘swaculture’: 3152, ‘bay’: 3153, ‘hadn’: 3154, ‘notice’: 3155, ‘instagram’: 3156, ‘mph’: 3157, ‘vbfieo’: 3158, ‘seau’: 3159, ‘ppvq’: 3160, ‘hence’: 3161, ‘looks’: 3162, ‘preboard’: 3163, ‘steve’: 3164, ‘contents’: 3165, ‘club’: 3166, ‘gkap’: 3167, ‘notifying’: 3168, ‘bobbi’: 3169, ‘bffs’: 3170, ‘iced’: 3171, ‘cabo’: 3172, ‘awesomeee’: 3173, ‘plan’: 3174, ‘ours’: 3175, ‘cust’: 3176, ‘travis’: 3177, ‘counts’: 3178, ‘intl’: 3179, ‘edh’: 3180, ‘yourself’: 3181, ‘longing’: 3182, ‘batting’: 3183, ‘honor’: 3184, ‘patient’: 3185, ‘kbs’: 3186, ‘log’: 3187, ‘wheelchairs’: 3188, ‘teeming’: 3189, ‘causing’: 3190, ‘minus’: 3191, ‘mex’: 3192, ‘myself’: 3193, ‘unfortunate’: 3194, ‘contract’: 3195, ‘also’: 3196, ‘unexpactable’: 3197, ‘global’: 3198, ‘cocktail’: 3199, ‘hep’: 3200, ‘spaghetti’: 3201, ‘auction’: 3202, ‘membership’: 3203, ‘mistakes’: 3204, ‘k’: 3205, ‘hotels’: 3206, ‘listening’: 3207, ‘thomas’: 3208, ‘sarita’: 3209, ‘comps’: 3210, ‘showsomerespect’: 3211, ‘onlyblue’: 3212, ‘internet’: 3213, ‘exicted’: 3214, ‘serious’: 3215, ‘thatisall’: 3216, ‘centricity’: 3217, ‘unprofessional’: 3218, ‘hut’: 3219, ‘xuq’: 3220, ‘opportunities’: 3221, ‘wheelsup’: 3222, ‘inch’: 3223, ‘wantmymoneyback’: 3224, ‘abcletjetbluestreamfeed’: 3225, ‘announced’: 3226, ‘luvintheair’: 3227, ‘brittany’: 3228, ‘filling’: 3229, ‘invoice’: 3230, ‘would’: 3231, ‘thats’: 3232, ‘pxdel’: 3233, ‘nite’: 3234, ‘sxvagbrtli’: 3235, ‘entry’: 3236, ‘witness’: 3237, ‘siouxfalls’: 3238, ‘feelbetter’: 3239, ‘listed’: 3240, ‘make’: 3241, ‘cave’: 3242, ‘credibility’: 3243, ‘dollar’: 3244, ‘panam’: 3245, ‘fe’: 3246, ‘who’: 3247, ‘across’: 3248, ‘bzwgp’: 3249, ’emailing’: 3250, ‘rnmyuqe’: 3251, ‘jruv’: 3252, ‘ppva’: 3253, ‘londonfashionweek’: 3254, ‘tulsa’: 3255, ‘shrugging’: 3256, ‘vz’: 3257, ‘see’: 3258, ‘king’: 3259, ‘hfof’: 3260, ‘bluetiful’: 3261, ‘wages’: 3262, ‘winter’: 3263, ‘weaktea’: 3264, ‘include’: 3265, ‘exp’: 3266, ‘seats’: 3267, ‘ted’: 3268, ‘due’: 3269, ‘marks’: 3270, ‘idnumber’: 3271, ‘samartzis’: 3272, ‘habitrails’: 3273, ‘america’: 3274, ‘buzj’: 3275, ‘toilets’: 3276, ‘hopetogetanswersoon’: 3277, ‘bucks’: 3278, ‘beach’: 3279, ‘terminals’: 3280, ‘accordingly’: 3281, ‘scott’: 3282, ‘performance’: 3283, ‘supervisor’: 3284, ‘shots’: 3285, ‘z’: 3286, ‘easy’: 3287, ‘talents’: 3288, ‘nashville’: 3289, ‘worsttripofmylife’: 3290, ‘insist’: 3291, ‘communications’: 3292, ‘installation’: 3293, ‘compliant’: 3294, ‘real’: 3295, ‘westpalmbeach’: 3296, ‘puppy’: 3297, ‘ind’: 3298, ‘avis’: 3299, ‘chicken’: 3300, ‘invoices’: 3301, ‘ox’: 3302, ‘lla’: 3303, ‘todays’: 3304, ‘anyway’: 3305, ‘register’: 3306, ‘outward’: 3307, ‘investigated’: 3308, ‘mosaicmecrazy’: 3309, ‘virgin’: 3310, ‘es’: 3311, ‘lmao’: 3312, ‘hold’: 3313, ‘tweeting’: 3314, ‘exhausted’: 3315, ‘apparently’: 3316, ‘sucking’: 3317, ‘tryn’: 3318, ‘ionlyflyblue’: 3319, ‘louis’: 3320, ‘near’: 3321, ‘comped’: 3322, ‘basic’: 3323, ‘pairs’: 3324, ‘lolol’: 3325, ‘hearts’: 3326, ‘represents’: 3327, ‘worst’: 3328, ‘tiredofthis’: 3329, ‘insulted’: 3330, ‘freecomedyshow’: 3331, ‘art’: 3332, ‘udub’: 3333, ‘forgetting’: 3334, ‘unprecedented’: 3335, ‘step’: 3336, ‘neworleans’: 3337, ‘stillnobags’: 3338, ‘gills’: 3339, ‘fits’: 3340, ‘zone’: 3341, ‘mandatory’: 3342, ‘significantly’: 3343, ‘spot’: 3344, ‘proportion’: 3345, ‘class’: 3346, ‘santa’: 3347, ‘safety’: 3348, ‘nonsense’: 3349, ‘minor’: 3350, ‘tag’: 3351, ‘manager’: 3352, ‘wants’: 3353, ‘dms’: 3354, ‘fy’: 3355, ‘lands’: 3356, ‘nothanks’: 3357, ‘pqms’: 3358, ‘period’: 3359, ‘side’: 3360, ‘philly’: 3361, ‘verify’: 3362, ‘offenders’: 3363, ‘unfortunately’: 3364, ‘recap’: 3365, ‘fuck’: 3366, ‘radio’: 3367, ‘spin’: 3368, ‘recouping’: 3369, ‘notimpressed’: 3370, ‘anywhere’: 3371, ‘underserved’: 3372, ‘syastem’: 3373, ‘wyoming’: 3374, ‘southwestluvsweeps’: 3375, ‘above’: 3376, ‘xbo’: 3377, ‘self’: 3378, ‘skycaps’: 3379, ‘worry’: 3380, ‘spam’: 3381, ‘urgency’: 3382, ‘pay’: 3383, ‘newlifetimecustomer’: 3384, ‘ivgpzsjtkw’: 3385, ‘vabeatsjblue’: 3386, ‘nonrefundable’: 3387, ‘large’: 3388, ‘zero’: 3389, ‘pocket’: 3390, ‘fat’: 3391, ‘powers’: 3392, ‘dance’: 3393, ‘directed’: 3394, ‘deborah’: 3395, ‘partner’: 3396, ‘wc’: 3397, ‘mexico’: 3398, ‘covered’: 3399, ‘cushions’: 3400, ‘mpwnc’: 3401, ‘dining’: 3402, ‘persisting’: 3403, ‘rec’: 3404, ‘platter’: 3405, ‘bach’: 3406, ‘inept’: 3407, ‘sittin’: 3408, ‘success’: 3409, ‘flavors’: 3410, ‘and’: 3411, ‘outage’: 3412, ‘bet’: 3413, ‘victim’: 3414, ‘rico’: 3415, ‘law’: 3416, ‘locate’: 3417, ‘dn’: 3418, ‘ann’: 3419, ‘sous’: 3420, ‘wemosaictogether’: 3421, ‘tampa’: 3422, ‘slower’: 3423, ‘goes’: 3424, ‘food’: 3425, ‘hopefully’: 3426, ‘caring’: 3427, ‘inconvience’: 3428, ‘disneyworld’: 3429, ‘charge’: 3430, ‘can’: 3431, ‘plenty’: 3432, ‘language’: 3433, ‘august’: 3434, ‘hometown’: 3435, ‘nick’: 3436, ‘greeting’: 3437, ‘kl’: 3438, ‘went’: 3439, ‘cement’: 3440, ‘canada’: 3441, ‘lost’: 3442, ‘alsoyayforsnacks’: 3443, ‘sunrises’: 3444, ‘design’: 3445, ‘parizad’: 3446, ‘pdx’: 3447, ‘standbys’: 3448, ‘hit’: 3449, ‘albuquer’: 3450, ‘cares’: 3451, ‘reserve’: 3452, ‘lifesaver’: 3453, ‘jb’: 3454, ‘mqxc’: 3455, ‘worstcustomerservice’: 3456, ‘igkogywksr’: 3457, ‘premium’: 3458, ‘sunrise’: 3459, ‘well’: 3460, ‘iove’: 3461, ‘austin’: 3462, ‘lme’: 3463, ‘ground’: 3464, ‘takes’: 3465, ‘whenever’: 3466, ‘xkiy’: 3467, ‘occurred’: 3468, ‘logo’: 3469, ‘reboot’: 3470, ‘honolulu’: 3471, ‘understanding’: 3472, ‘aunties’: 3473, ‘compared’: 3474, ‘smiling’: 3475, ‘wonderfully’: 3476, ‘rapidly’: 3477, ‘unwind’: 3478, ‘deplaned’: 3479, ‘car’: 3480, ‘select’: 3481, ‘brighter’: 3482, ‘auckland’: 3483, ‘exceptionalservice’: 3484, ‘beatstheothers’: 3485, ‘tails’: 3486, ‘vacation’: 3487, ‘perhaps’: 3488, ‘motel’: 3489, ‘beautiful’: 3490, ‘deserve’: 3491, ‘taxi’: 3492, ‘valentine’: 3493, ‘severely’: 3494, ‘snag’: 3495, ‘hiccups’: 3496, ‘enjoyed’: 3497, ‘six’: 3498, ‘child’: 3499, ‘paste’: 3500, ‘thrown’: 3501, ‘heathrow’: 3502, ‘oq’: 3503, ‘case’: 3504, ‘charlotte’: 3505, ‘refueling’: 3506, ‘expeditious’: 3507, ‘times’: 3508, ‘starbucks’: 3509, ‘prove’: 3510, ‘kisses’: 3511, ‘pilot’: 3512, ‘sisters’: 3513, ‘hot’: 3514, ‘wins’: 3515, ‘sunburn’: 3516, ‘miranda’: 3517, ‘frustrating’: 3518, ‘saver’: 3519, ‘jacqueline’: 3520, ‘lifeneedsfrosting’: 3521, ‘stclass’: 3522, ‘en’: 3523, ‘litter’: 3524, ‘cking’: 3525, ‘market’: 3526, ‘alison’: 3527, ‘fl’: 3528, ‘fll’: 3529, ‘gloves’: 3530, ‘friend’: 3531, ‘disgrace’: 3532, ‘bothered’: 3533, ‘excellent’: 3534, ‘az’: 3535, ‘jetblue’: 3536, ‘the’: 3537, ‘guy’: 3538, ‘severe’: 3539, ‘lostacustomer’: 3540, ‘delays’: 3541, ‘unforeseeable’: 3542, ‘accompaniments’: 3543, ‘speed’: 3544, ‘acc’: 3545, ‘seriously’: 3546, ‘airplanemodewason’: 3547, ‘exec’: 3548, ‘hole’: 3549, ‘alavera’: 3550, ‘north’: 3551, ‘performing’: 3552, ‘mess’: 3553, ‘ceo’: 3554, ‘v’: 3555, ‘heavy’: 3556, ‘horrendous’: 3557, ’emails’: 3558, ‘recognition’: 3559, ‘orangecounty’: 3560, ‘transfers’: 3561, ‘student’: 3562, ‘confrontational’: 3563, ‘planned’: 3564, ‘costs’: 3565, ‘oveur’: 3566, ‘losing’: 3567, ‘amount’: 3568, ‘nah’: 3569, ‘princesshalf’: 3570, ‘wine’: 3571, ‘fair’: 3572, ‘noservice’: 3573, ‘fantastic’: 3574, ‘buisness’: 3575, ‘lowered’: 3576, ‘margo’: 3577, ‘responsible’: 3578, ‘apply’: 3579, ‘he’: 3580, ‘justdoit’: 3581, ‘bins’: 3582, ‘chillycvz’: 3583, ‘shits’: 3584, ‘chips’: 3585, ‘xaizw’: 3586, ‘scheme’: 3587, ‘hangs’: 3588, ‘papers’: 3589, ‘accurate’: 3590, ‘considerably’: 3591, ‘appreciation’: 3592, ‘getting’: 3593, ‘numerous’: 3594, ‘moms’: 3595, ‘american’: 3596, ’emailed’: 3597, ‘cheek’: 3598, ‘bagage’: 3599, ‘apostrophe’: 3600, ‘fete’: 3601, ‘available’: 3602, ‘zrh’: 3603, ‘extraordinary’: 3604, ‘designated’: 3605, ‘ty’: 3606, ‘providence’: 3607, ‘way’: 3608, ‘forever’: 3609, ‘nasdaq’: 3610, ‘suuuuper’: 3611, ‘bna’: 3612, ‘conversations’: 3613, ‘umm’: 3614, ‘fucking’: 3615, ‘stopped’: 3616, ‘nruovts’: 3617, ‘organization’: 3618, ‘hop’: 3619, ‘increase’: 3620, ‘finq’: 3621, ‘vpym’: 3622, ‘watching’: 3623, ‘hug’: 3624, ‘butt’: 3625, ‘hoping’: 3626, ‘hopes’: 3627, ‘reading’: 3628, ‘train’: 3629, ‘staff’: 3630, ‘americanairlines’: 3631, ‘panicked’: 3632, ‘report’: 3633, ‘baby’: 3634, ‘phantom’: 3635, ‘tyr’: 3636, ‘match’: 3637, ‘cheese’: 3638, 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4234, ‘fjkvqmbmas’: 4235, ‘earphone’: 4236, ‘assisting’: 4237, ‘zaoay’: 4238, ‘janet’: 4239, ‘clear’: 4240, ‘nomorevirgin’: 4241, ‘mobay’: 4242, ‘priced’: 4243, ‘branding’: 4244, ‘flow’: 4245, ‘clarification’: 4246, ‘bo’: 4247, ‘turned’: 4248, ‘goodthingscome’: 4249, ‘stellarservice’: 4250, ‘cabins’: 4251, ‘nawww’: 4252, ‘airports’: 4253, ‘hour’: 4254, ‘elpaso’: 4255, ‘tweeted’: 4256, ‘pattern’: 4257, ‘zcbjyo’: 4258, ‘aunts’: 4259, ‘raeann’: 4260, ‘quantas’: 4261, ‘phn’: 4262, ‘briefings’: 4263, ‘efforts’: 4264, ‘intern’: 4265, ‘customary’: 4266, ‘our’: 4267, ‘beers’: 4268, ‘daughter’: 4269, ‘airport’: 4270, ‘crackers’: 4271, ‘reagan’: 4272, ‘completing’: 4273, ‘next’: 4274, ‘amt’: 4275, ‘done’: 4276, ‘iha’: 4277, ‘par’: 4278, ‘labyrinth’: 4279, ‘fattuesday’: 4280, ‘against’: 4281, ‘rsw’: 4282, ‘ppl’: 4283, ‘havana’: 4284, ‘undergoing’: 4285, ‘discover’: 4286, ‘mosaic’: 4287, ‘cfyhkvb’: 4288, ‘transactional’: 4289, ‘liza’: 4290, ‘xmas’: 4291, ‘community’: 4292, ‘nlip’: 4293, ‘break’: 4294, ‘overseas’: 4295, ‘lagos’: 4296, ‘literate’: 4297, ‘extralight’: 4298, ‘herman’: 4299, ‘sea’: 4300, ‘gratitude’: 4301, ‘rbn’: 4302, ‘cancun’: 4303, ‘credit’: 4304, ‘jwl’: 4305, ‘ual’: 4306, ‘noreimbursement’: 4307, ‘lauren’: 4308, ‘ad’: 4309, ‘confirm’: 4310, ‘owner’: 4311, ‘doesn’: 4312, ‘econ’: 4313, ‘bridesmaid’: 4314, ‘competitor’: 4315, ‘sock’: 4316, ‘redcarpet’: 4317, ‘aspenbaggagefail’: 4318, ‘rsvagijn’: 4319, ‘ignore’: 4320, ‘thankgoodness’: 4321, ‘on’: 4322, ‘economy’: 4323, ‘photos’: 4324, ‘stewardess’: 4325, ‘picking’: 4326, ‘behalf’: 4327, ‘sarcasm’: 4328, ‘lon’: 4329, ‘okay’: 4330, ‘belligerent’: 4331, ‘persistence’: 4332, ‘salvaged’: 4333, ‘denver’: 4334, ‘fare’: 4335, ‘loyalmosaicmember’: 4336, ‘daddy’: 4337, ‘red’: 4338, ‘db’: 4339, ‘bhm’: 4340, ‘meaningful’: 4341, ‘thoughts’: 4342, ‘amazingly’: 4343, ‘staffed’: 4344, ‘at’: 4345, ‘veterans’: 4346, ‘seated’: 4347, ‘ouch’: 4348, ‘newarkliberty’: 4349, ‘lauderdale’: 4350, ‘hugely’: 4351, ‘change’: 4352, ‘tx’: 4353, 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‘annoying’: 5240, ‘bringing’: 5241, ‘worse’: 5242, ‘thinner’: 5243, ‘teamusa’: 5244, ‘drinks’: 5245, ‘network’: 5246, ‘trading’: 5247, ‘field’: 5248, ‘switching’: 5249, ‘hqoks’: 5250, ‘complainer’: 5251, ‘unhappytraveler’: 5252, ‘ktm’: 5253, ‘heavily’: 5254, ‘kurt’: 5255, ‘monday’: 5256, ‘caf’: 5257, ‘blessed’: 5258, ‘tired’: 5259, ‘oxy’: 5260, ‘appropriate’: 5261, ‘chill’: 5262, ‘gfi’: 5263, ‘shared’: 5264, ‘needtocatchmynextflight’: 5265, ‘wong’: 5266, ‘cuba’: 5267, ‘paradise’: 5268, ‘ohare’: 5269, ‘delivered’: 5270, ‘lostinlove’: 5271, ‘flexibility’: 5272, ‘recovering’: 5273, ‘kpyhcka’: 5274, ‘entertained’: 5275, ‘immensely’: 5276, ‘miler’: 5277, ‘hormones’: 5278, ‘fairbanks’: 5279, ‘strives’: 5280, ‘hacks’: 5281, ‘glowing’: 5282, ‘crappy’: 5283, ‘these’: 5284, ‘incoming’: 5285, ‘loyalty’: 5286, ‘jurassic’: 5287, ‘elp’: 5288, ‘together’: 5289, ‘explore’: 5290, ‘discouraging’: 5291, ‘ex’: 5292, ‘fingers’: 5293, ‘ey’: 5294, ‘completed’: 5295, ‘cell’: 5296, ‘heard’: 5297, ‘appears’: 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‘prob’: 6430, ‘dreams’: 6431, ‘transportation’: 6432, ‘guitar’: 6433, ‘fully’: 6434, ‘lou’: 6435, ‘inappropriately’: 6436, ‘qn’: 6437, ‘copy’: 6438, ‘difficulty’: 6439, ‘stqy’: 6440, ‘lifetime’: 6441, ‘onlywaytofly’: 6442, ‘members’: 6443, ‘panic’: 6444, ‘honored’: 6445, ‘extra’: 6446, ‘likely’: 6447, ‘contact’: 6448, ‘singapore’: 6449, ‘worstflightever’: 6450, ‘skilled’: 6451, ‘volkswagen’: 6452, ‘pins’: 6453, ‘color’: 6454, ‘greeeaat’: 6455, ‘glenn’: 6456, ‘bringbackrealstaff’: 6457, ‘americanisbetter’: 6458, ‘donna’: 6459, ‘keepingit’: 6460, ‘wt’: 6461, ‘redeemed’: 6462, ‘downgrading’: 6463, ‘inquire’: 6464, ‘works’: 6465, ‘forget’: 6466, ‘pulling’: 6467, ‘fixed’: 6468, ‘natural’: 6469, ‘prime’: 6470, ‘sponsor’: 6471, ‘seat’: 6472, ‘fav’: 6473, ‘pin’: 6474, ‘scavenger’: 6475, ‘pascucci’: 6476, ‘touched’: 6477, ‘screensand’: 6478, ‘rock’: 6479, ‘br’: 6480, ‘captain’: 6481, ‘availab’: 6482, ‘version’: 6483, ‘onlyinamerica’: 6484, ‘hostage’: 6485, ‘disappears’: 6486, ‘tail’: 6487, ‘designer’: 6488, ‘dorns’: 6489, ‘svcs’: 6490, ‘ruth’: 6491, ‘unbelievable’: 6492, ‘flightr’: 6493, ‘gonna’: 6494, ‘gorgeous’: 6495, ‘decisions’: 6496, ‘boyfriend’: 6497, ‘remains’: 6498, ‘lovejetblue’: 6499, ‘jeanette’: 6500, ‘concrete’: 6501, ‘relevant’: 6502, ‘whom’: 6503, ‘tasty’: 6504, ‘week’: 6505, ‘circumstances’: 6506, ‘ends’: 6507, ‘window’: 6508, ‘sju’: 6509, ‘hard’: 6510, ‘schedule’: 6511, ‘wing’: 6512, ‘complaints’: 6513, ‘char’: 6514, ‘love’: 6515, ‘newflight’: 6516, ‘championship’: 6517, ‘rectified’: 6518, ‘spectacular’: 6519, ‘both’: 6520, ‘pricey’: 6521, ‘usurious’: 6522, ‘proficient’: 6523, ‘sucks’: 6524, ‘olavarria’: 6525, ‘sacramento’: 6526, ‘entitled’: 6527, ‘land’: 6528, ‘births’: 6529, ‘zones’: 6530, ‘paying’: 6531, ‘some’: 6532, ‘wendi’: 6533, ‘tgsb’: 6534, ‘ahold’: 6535, ‘moodlitmonday’: 6536, ‘forgiven’: 6537, ‘unpredictable’: 6538, ‘recommendation’: 6539, ‘further’: 6540, ’embarrassing’: 6541, ‘paint’: 6542, ‘snacks’: 6543, ‘cousins’: 6544, ‘worth’: 6545, ‘volleyball’: 6546, ‘sign’: 6547, ‘arrive’: 6548, ‘helped’: 6549, ‘instead’: 6550, ‘exactly’: 6551, ‘pssngrs’: 6552, ‘robin’: 6553, ‘keep’: 6554, ‘fist’: 6555, ‘reduce’: 6556, ‘hanging’: 6557, ‘killed’: 6558, ‘bought’: 6559, ‘unitedairlinessuck’: 6560, ‘dancing’: 6561, ‘sir’: 6562, ‘announcer’: 6563, ‘get’: 6564, ‘cxp’: 6565, ‘imnp’: 6566, ‘yea’: 6567, ‘number’: 6568, ‘xmz’: 6569, ‘unnerving’: 6570, ‘website’: 6571, ‘zpu’: 6572, ‘bkk’: 6573, ‘vouufrn’: 6574, ‘seattle’: 6575, ‘southwestairlines’: 6576, ‘thanked’: 6577, ‘guest’: 6578, ‘missedupgrades’: 6579, ‘evenmorespace’: 6580, ‘sundayfunday’: 6581, ‘clarify’: 6582, ‘delicious’: 6583, ‘queues’: 6584, ‘na’: 6585, ‘notification’: 6586, ‘contest’: 6587, ‘tiks’: 6588, ‘escorted’: 6589, ‘danger’: 6590, ‘books’: 6591, ‘leadership’: 6592, ‘demoted’: 6593, ‘atlantic’: 6594, ‘barbara’: 6595, ‘feedback’: 6596, ‘keepit’: 6597, ‘she’: 6598, ‘common’: 6599, ‘tandoori’: 6600, ‘nearly’: 6601, ‘unitedworstever’: 6602, ‘iljaebv’: 6603, ‘wu’: 6604, ‘cutest’: 6605, ‘power’: 6606, ‘view’: 6607, ‘,’: 6608, ‘outfitted’: 6609, ‘drunk’: 6610, ‘search’: 6611, ‘rude’: 6612, ‘buddies’: 6613, ‘disrespected’: 6614, ‘usa’: 6615, ‘concourse’: 6616, ‘engagement’: 6617, ‘alternate’: 6618, ‘swindle’: 6619, ‘adjusting’: 6620, ‘xw’: 6621, ‘bro’: 6622, ‘tier’: 6623, ‘beats’: 6624, ‘jop’: 6625, ‘everything’: 6626, ‘meetings’: 6627, ‘tsvibtvt’: 6628, ‘coats’: 6629, ‘offensive’: 6630, ‘courtesy’: 6631, ‘views’: 6632, ‘rk’: 6633, ‘wating’: 6634, ‘filed’: 6635, ‘shown’: 6636, ‘clothes’: 6637, ‘msp’: 6638, ‘ring’: 6639, ‘regards’: 6640, ‘informative’: 6641, ‘rebook’: 6642, ‘designed’: 6643, ‘today’: 6644, ‘tux’: 6645, ‘internship’: 6646, ‘words’: 6647, ‘jvdf’: 6648, ‘processing’: 6649, ‘yes’: 6650, ‘ap’: 6651, ‘confident’: 6652, ‘paid’: 6653, ‘stunning’: 6654, ‘only’: 6655, ‘unsafe’: 6656, ‘recognize’: 6657, ‘eventually’: 6658, ‘give’: 6659, ‘jfps’: 6660, ‘called’: 6661, ‘anything’: 6662, ‘biscuits’: 6663, ‘miracles’: 6664, ‘qjc’: 6665, ‘champagne’: 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‘gently’: 6726, ‘fam’: 6727, ‘hate’: 6728, ‘drink’: 6729, ‘flightedflight’: 6730, ‘job’: 6731, ‘shame’: 6732, ‘backup’: 6733, ‘oyu’: 6734, ‘treating’: 6735, ‘might’: 6736, ‘traditions’: 6737, ‘mnl’: 6738, ‘unsympathetic’: 6739, ‘royally’: 6740, ‘booked’: 6741, ‘dreampath’: 6742, ‘washingtondc’: 6743, ‘hollow’: 6744, ‘caribbean’: 6745, ‘brokenwheel’: 6746, ‘cjg’: 6747, ‘whole’: 6748, ‘mv’: 6749, ‘jobs’: 6750, ‘fueled’: 6751, ‘amateurs’: 6752, ‘possible’: 6753, ‘robotweeting’: 6754, ‘sounds’: 6755, ‘hoot’: 6756, ‘airlines’: 6757, ‘helpfulness’: 6758, ‘overselling’: 6759, ‘considering’: 6760, ‘traveled’: 6761, ‘isp’: 6762, ‘aquadilla’: 6763, ‘relative’: 6764, ‘unscheduled’: 6765, ‘unlike’: 6766, ‘fill’: 6767, ‘jacked’: 6768, ‘curious’: 6769, ‘texts’: 6770, ‘context’: 6771, ‘decorum’: 6772, ‘betty’: 6773, ‘lesson’: 6774, ‘grace’: 6775, ‘pedro’: 6776, ‘usd’: 6777, ‘deserves’: 6778, ‘cheaper’: 6779, ‘device’: 6780, ‘cranky’: 6781, ‘improved’: 6782, ‘accepted’: 6783, ‘msn’: 6784, ‘overheating’: 6785, ‘vrfhjht’: 6786, ‘pile’: 6787, ‘wallet’: 6788, ‘anotherdisappointment’: 6789}

我们使用这里 41.RNN循环网络-航空评论情感预测_potato123232的博客-CSDN博客 的预测代码改一下,先导入一下numpy,之后把对应字典换了,然后给text增加一个维度,其余不变

我们先写一个消极评论

之后我们再搞一个积极评论

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