## [1] "\n\n * from the days of khadi for nation, we came to see khadi for fashion, and now the country is moving towards 'khadi for transformation'\n \n * this year, there has been an increase of nearly 90 per cent in sale of handloom and khadi products over previous year. this will have proved beneficial for the poor craftsmen\n \n * people asked on the nm app whether they could somehow send sweets on the occasion of diwali to the soldiers at the borders\n \n * celebrating diwali with the jawans at gurez was an unforgettable experience for me\n \n * not only are our soldiers safeguarding the borders, they are helping keep the peace all across the world. more than 18,000 indian soldiers have contributed to un peacekeeping missions\n \n * currently 7,000 soldiers indian troops are deployed with un peacekeeping initiatives, it's third highest in the world\n \n * indian women soldiers have contributed significantly to peacekeeping missions and india was first nation to send a female police unit to peacekeeping mission in liberia\n \n * the united nations declaration of human rights is testimony to india's push for gender equality. article 01, which began, \"all men are born free and equal in dignity and rights\" was changed to \"all human beings are born free and equal in dignity and rights\" due to the constant efforts of hansa mehta\n \n * india has always spread the message of peace, unity and goodwill. we believe that everyone should live in harmony and move towards building a better and peaceful tomorrow\n \n * after 10 years india won asia cup. i congratulate entire team and the support staff\n \n * young indian players won hearts of fans during the fifa under-17 world cup. future of football is bright in india\n \n * outdoor activities are a must for children. elders must encourage children to move out and play in open field\n \n * yoga for young india! yoga will help our children from lifestyle disorders\n \n * a ngo called ecological protection organization launched a cleanliness campaign in chandrapur fort. in this campaign lasting for 200 days, people performed task of cleaning fort, non-stop, without any fatigue and with team-work. they sent me photographs with a caption- 'before and after'! i was overwhelmed on seeing these\n \n * we shall celebrate the birth anniversary of sardar vallabhbhai patel ji on the 31st of october. he ensured that millions of indians were brought under the ambit of one nation & one constitution. 'run for unity' will be organised throughout the country on the day\n "In my previous article I showed how to do web scrapping, text mining and data visualization on Modi’s speech article of Times Of India on 29th October 2017.
Now we will do the final part of the process sentimental analysis.
To do Sentimental analysis we need a system to separate positive and negative words form the data. So, I have collected 2000 add frequent used words from English dictionary and separated based on positive and negative words.
Now let’s import the words and look at the words
pos.word<-readLines("C:/Users/Sangmesh/Google Drive/Big Data using R/Kaggle/pass_word.txt")## Warning in readLines("C:/Users/Sangmesh/Google Drive/Big Data using R/
## Kaggle/pass_word.txt"): incomplete final line found on 'C:/Users/Sangmesh/
## Google Drive/Big Data using R/Kaggle/pass_word.txt'pos.word## [1] "a+" "abound" "abounds"
## [4] "abundance" "abundant" "accessable"
## [7] "accessible" "acclaim" "acclaimed"
## [10] "acclamation" "accolade" "accolades"
## [13] "accommodative" "accomodative" "accomplish"
## [16] "accomplished" "accomplishment" "accomplishments"
## [19] "accurate" "accurately" "achievable"
## [22] "achievement" "achievements" "achievible"
## [25] "acumen" "adaptable" "adaptive"
## [28] "adequate" "adjustable" "admirable"
## [31] "admirably" "admiration" "admire"
## [34] "admirer" "admiring" "admiringly"
## [37] "adorable" "adore" "adored"
## [40] "adorer" "adoring" "adoringly"
## [43] "adroit" "adroitly" "adulate"
## [46] "adulation" "adulatory" "advanced"
## [49] "advantage" "advantageous" "advantageously"
## [52] "advantages" "adventuresome" "adventurous"
## [55] "advocate" "advocated" "advocates"
## [58] "affability" "affable" "affably"
## [61] "affectation" "affection" "affectionate"
## [64] "affinity" "affirm" "affirmation"
## [67] "affirmative" "affluence" "affluent"
## [70] "afford" "affordable" "affordably"
## [73] "afordable" "agile" "agilely"
## [76] "agility" "agreeable" "agreeableness"
## [79] "agreeably" "all-around" "alluring"
## [82] "alluringly" "altruistic" "altruistically"
## [85] "amaze" "amazed" "amazement"
## [88] "amazes" "amazing" "amazingly"
## [91] "ambitious" "ambitiously" "ameliorate"
## [94] "amenable" "amenity" "amiability"
## [97] "amiabily" "amiable" "amicability"
## [100] "amicable" "amicably" "amity"
## [103] "ample" "amply" "amuse"
## [106] "amusing" "amusingly" "angel"
## [109] "angelic" "apotheosis" "appeal"
## [112] "appealing" "applaud" "appreciable"
## [115] "appreciate" "appreciated" "appreciates"
## [118] "appreciative" "appreciatively" "appropriate"
## [121] "approval" "approve" "ardent"
## [124] "ardently" "ardor" "articulate"
## [127] "aspiration" "aspirations" "aspire"
## [130] "assurance" "assurances" "assure"
## [133] "assuredly" "assuring" "astonish"
## [136] "astonished" "astonishing" "astonishingly"
## [139] "astonishment" "astound" "astounded"
## [142] "astounding" "astoundingly" "astutely"
## [145] "attentive" "attraction" "attractive"
## [148] "attractively" "attune" "audible"
## [151] "audibly" "auspicious" "authentic"
## [154] "authoritative" "autonomous" "available"
## [157] "aver" "avid" "avidly"
## [160] "award" "awarded" "awards"
## [163] "awe" "awed" "awesome"
## [166] "awesomely" "awesomeness" "awestruck"
## [169] "awsome" "backbone" "balanced"
## [172] "bargain" "beauteous" "beautiful"
## [175] "beautifullly" "beautifully" "beautify"
## [178] "beauty" "beckon" "beckoned"
## [181] "beckoning" "beckons" "believable"
## [184] "believeable" "beloved" "benefactor"
## [187] "beneficent" "beneficial" "beneficially"
## [190] "beneficiary" "benefit" "benefits"
## [193] "benevolence" "benevolent" "benifits"
## [196] "best" "best-known" "best-performing"
## [199] "best-selling" "better" "better-known"
## [202] "better-than-expected" "beutifully" "blameless"
## [205] "bless" "blessing" "bliss"
## [208] "blissful" "blissfully" "blithe"
## [211] "blockbuster" "bloom" "blossom"
## [214] "bolster" "bonny" "bonus"
## [217] "bonuses" "boom" "booming"
## [220] "boost" "boundless" "bountiful"
## [223] "brainiest" "brainy" "brand-new"
## [226] "brave" "bravery" "bravo"
## [229] "breakthrough" "breakthroughs" "breathlessness"
## [232] "breathtaking" "breathtakingly" "breeze"
## [235] "bright" "brighten" "brighter"
## [238] "brightest" "brilliance" "brilliances"
## [241] "brilliant" "brilliantly" "brisk"
## [244] "brotherly" "bullish" "buoyant"
## [247] "cajole" "calm" "calming"
## [250] "calmness" "capability" "capable"
## [253] "capably" "captivate" "captivating"
## [256] "carefree" "cashback" "cashbacks"
## [259] "catchy" "celebrate" "celebrated"
## [262] "celebration" "celebratory" "champ"
## [265] "champion" "charisma" "charismatic"
## [268] "charitable" "charm" "charming"
## [271] "charmingly" "chaste" "cheaper"
## [274] "cheapest" "cheer" "cheerful"
## [277] "cheery" "cherish" "cherished"
## [280] "cherub" "chic" "chivalrous"
## [283] "chivalry" "civility" "civilize"
## [286] "clarity" "classic" "classy"
## [289] "clean" "cleaner" "cleanest"
## [292] "cleanliness" "cleanly" "clear"
## [295] "clear-cut" "cleared" "clearer"
## [298] "clearly" "clears" "clever"
## [301] "cleverly" "cohere" "coherence"
## [304] "coherent" "cohesive" "colorful"
## [307] "comely" "comfort" "comfortable"
## [310] "comfortably" "comforting" "comfy"
## [313] "commend" "commendable" "commendably"
## [316] "commitment" "commodious" "compact"
## [319] "compactly" "compassion" "compassionate"
## [322] "compatible" "competitive" "complement"
## [325] "complementary" "complemented" "complements"
## [328] "compliant" "compliment" "complimentary"
## [331] "comprehensive" "conciliate" "conciliatory"
## [334] "concise" "confidence" "confident"
## [337] "congenial" "congratulate" "congratulation"
## [340] "congratulations" "congratulatory" "conscientious"
## [343] "considerate" "consistent" "consistently"
## [346] "constructive" "consummate" "contentment"
## [349] "continuity" "contrasty" "contribution"
## [352] "convenience" "convenient" "conveniently"
## [355] "convience" "convienient" "convient"
## [358] "convincing" "convincingly" "cool"
## [361] "coolest" "cooperative" "cooperatively"
## [364] "cornerstone" "correct" "correctly"
## [367] "cost-effective" "cost-saving" "counter-attack"
## [370] "counter-attacks" "courage" "courageous"
## [373] "courageously" "courageousness" "courteous"
## [376] "courtly" "covenant" "cozy"
## [379] "creative" "credence" "credible"
## [382] "crisp" "crisper" "cure"
## [385] "cure-all" "cushy" "cute"
## [388] "cuteness" "danke" "danken"
## [391] "daring" "daringly" "darling"
## [394] "dashing" "dauntless" "dawn"
## [397] "dazzle" "dazzled" "dazzling"
## [400] "dead-cheap" "dead-on" "decency"
## [403] "decent" "decisive" "decisiveness"
## [406] "dedicated" "defeat" "defeated"
## [409] "defeating" "defeats" "defender"
## [412] "deference" "deft" "deginified"
## [415] "delectable" "delicacy" "delicate"
## [418] "delicious" "delight" "delighted"
## [421] "delightful" "delightfully" "delightfulness"
## [424] "dependable" "dependably" "deservedly"
## [427] "deserving" "desirable" "desiring"
## [430] "desirous" "destiny" "detachable"
## [433] "devout" "dexterous" "dexterously"
## [436] "dextrous" "dignified" "dignify"
## [439] "dignity" "diligence" "diligent"
## [442] "diligently" "diplomatic" "dirt-cheap"
## [445] "distinction" "distinctive" "distinguished"
## [448] "diversified" "divine" "divinely"
## [451] "dominate" "dominated" "dominates"
## [454] "dote" "dotingly" "doubtless"
## [457] "dreamland" "dumbfounded" "dumbfounding"
## [460] "dummy-proof" "durable" "dynamic"
## [463] "eager" "eagerly" "eagerness"
## [466] "earnest" "earnestly" "earnestness"
## [469] "ease" "eased" "eases"
## [472] "easier" "easiest" "easiness"
## [475] "easing" "easy" "easy-to-use"
## [478] "easygoing" "ebullience" "ebullient"
## [481] "ebulliently" "ecenomical" "economical"
## [484] "ecstasies" "ecstasy" "ecstatic"
## [487] "ecstatically" "edify" "educated"
## [490] "effective" "effectively" "effectiveness"
## [493] "effectual" "efficacious" "efficient"
## [496] "efficiently" "effortless" "effortlessly"
## [499] "effusion" "effusive" "effusively"
## [502] "effusiveness" "elan" "elate"
## [505] "elated" "elatedly" "elation"
## [508] "electrify" "elegance" "elegant"
## [511] "elegantly" "elevate" "elite"
## [514] "eloquence" "eloquent" "eloquently"
## [517] "embolden" "eminence" "eminent"
## [520] "empathize" "empathy" "empower"
## [523] "empowerment" "enchant" "enchanted"
## [526] "enchanting" "enchantingly" "encourage"
## [529] "encouragement" "encouraging" "encouragingly"
## [532] "endear" "endearing" "endorse"
## [535] "endorsed" "endorsement" "endorses"
## [538] "endorsing" "energetic" "energize"
## [541] "energy-efficient" "energy-saving" "engaging"
## [544] "engrossing" "enhance" "enhanced"
## [547] "enhancement" "enhances" "enjoy"
## [550] "enjoyable" "enjoyably" "enjoyed"
## [553] "enjoying" "enjoyment" "enjoys"
## [556] "enlighten" "enlightenment" "enliven"
## [559] "ennoble" "enough" "enrapt"
## [562] "enrapture" "enraptured" "enrich"
## [565] "enrichment" "enterprising" "entertain"
## [568] "entertaining" "entertains" "enthral"
## [571] "enthrall" "enthralled" "enthuse"
## [574] "enthusiasm" "enthusiast" "enthusiastic"
## [577] "enthusiastically" "entice" "enticed"
## [580] "enticing" "enticingly" "entranced"
## [583] "entrancing" "entrust" "enviable"
## [586] "enviably" "envious" "enviously"
## [589] "enviousness" "envy" "equitable"
## [592] "ergonomical" "err-free" "erudite"
## [595] "ethical" "eulogize" "euphoria"
## [598] "euphoric" "euphorically" "evaluative"
## [601] "evenly" "eventful" "everlasting"
## [604] "evocative" "exalt" "exaltation"
## [607] "exalted" "exaltedly" "exalting"
## [610] "exaltingly" "examplar" "examplary"
## [613] "excallent" "exceed" "exceeded"
## [616] "exceeding" "exceedingly" "exceeds"
## [619] "excel" "exceled" "excelent"
## [622] "excellant" "excelled" "excellence"
## [625] "excellency" "excellent" "excellently"
## [628] "excels" "exceptional" "exceptionally"
## [631] "excite" "excited" "excitedly"
## [634] "excitedness" "excitement" "excites"
## [637] "exciting" "excitingly" "exellent"
## [640] "exemplar" "exemplary" "exhilarate"
## [643] "exhilarating" "exhilaratingly" "exhilaration"
## [646] "exonerate" "expansive" "expeditiously"
## [649] "expertly" "exquisite" "exquisitely"
## [652] "extol" "extoll" "extraordinarily"
## [655] "extraordinary" "exuberance" "exuberant"
## [658] "exuberantly" "exult" "exultant"
## [661] "exultation" "exultingly" "eye-catch"
## [664] "eye-catching" "eyecatch" "eyecatching"
## [667] "fabulous" "fabulously" "facilitate"
## [670] "fair" "fairly" "fairness"
## [673] "faith" "faithful" "faithfully"
## [676] "faithfulness" "fame" "famed"
## [679] "famous" "famously" "fancier"
## [682] "fancinating" "fancy" "fanfare"
## [685] "fans" "fantastic" "fantastically"
## [688] "fascinate" "fascinating" "fascinatingly"
## [691] "fascination" "fashionable" "fashionably"
## [694] "fast" "fast-growing" "fast-paced"
## [697] "faster" "fastest" "fastest-growing"
## [700] "faultless" "fav" "fave"
## [703] "favor" "favorable" "favored"
## [706] "favorite" "favorited" "favour"
## [709] "fearless" "fearlessly" "feasible"
## [712] "feasibly" "feat" "feature-rich"
## [715] "fecilitous" "feisty" "felicitate"
## [718] "felicitous" "felicity" "fertile"
## [721] "fervent" "fervently" "fervid"
## [724] "fervidly" "fervor" "festive"
## [727] "fidelity" "fiery" "fine"
## [730] "fine-looking" "finely" "finer"
## [733] "finest" "firmer" "first-class"
## [736] "first-in-class" "first-rate" "flashy"
## [739] "flatter" "flattering" "flatteringly"
## [742] "flawless" "flawlessly" "flexibility"
## [745] "flexible" "flourish" "flourishing"
## [748] "fluent" "flutter" "fond"
## [751] "fondly" "fondness" "foolproof"
## [754] "foremost" "foresight" "formidable"
## [757] "fortitude" "fortuitous" "fortuitously"
## [760] "fortunate" "fortunately" "fortune"
## [763] "fragrant" "free" "freed"
## [766] "freedom" "freedoms" "fresh"
## [769] "fresher" "freshest" "friendliness"
## [772] "friendly" "frolic" "frugal"
## [775] "fruitful" "ftw" "fulfillment"
## [778] "fun" "futurestic" "futuristic"
## [781] "gaiety" "gaily" "gain"
## [784] "gained" "gainful" "gainfully"
## [787] "gaining" "gains" "gallant"
## [790] "gallantly" "galore" "geekier"
## [793] "geeky" "gem" "gems"
## [796] "generosity" "generous" "generously"
## [799] "genial" "genius" "gentle"
## [802] "gentlest" "genuine" "gifted"
## [805] "glad" "gladden" "gladly"
## [808] "gladness" "glamorous" "glee"
## [811] "gleeful" "gleefully" "glimmer"
## [814] "glimmering" "glisten" "glistening"
## [817] "glitter" "glitz" "glorify"
## [820] "glorious" "gloriously" "glory"
## [823] "glow" "glowing" "glowingly"
## [826] "god-given" "god-send" "godlike"
## [829] "godsend" "gold" "golden"
## [832] "good" "goodly" "goodness"
## [835] "goodwill" "goood" "gooood"
## [838] "gorgeous" "gorgeously" "grace"
## [841] "graceful" "gracefully" "gracious"
## [844] "graciously" "graciousness" "grand"
## [847] "grandeur" "grateful" "gratefully"
## [850] "gratification" "gratified" "gratifies"
## [853] "gratify" "gratifying" "gratifyingly"
## [856] "gratitude" "great" "greatest"
## [859] "greatness" "grin" "groundbreaking"
## [862] "guarantee" "guidance" "guiltless"
## [865] "gumption" "gush" "gusto"
## [868] "gutsy" "hail" "halcyon"
## [871] "hale" "hallmark" "hallmarks"
## [874] "hallowed" "handier" "handily"
## [877] "hands-down" "handsome" "handsomely"
## [880] "handy" "happier" "happily"
## [883] "happiness" "happy" "hard-working"
## [886] "hardier" "hardy" "harmless"
## [889] "harmonious" "harmoniously" "harmonize"
## [892] "harmony" "headway" "heal"
## [895] "healthful" "healthy" "hearten"
## [898] "heartening" "heartfelt" "heartily"
## [901] "heartwarming" "heaven" "heavenly"
## [904] "helped" "helpful" "helping"
## [907] "hero" "heroic" "heroically"
## [910] "heroine" "heroize" "heros"
## [913] "high-quality" "high-spirited" "hilarious"
## [916] "holy" "homage" "honest"
## [919] "honesty" "honor" "honorable"
## [922] "honored" "honoring" "hooray"
## [925] "hopeful" "hospitable" "hot"
## [928] "hotcake" "hotcakes" "hottest"
## [931] "hug" "humane" "humble"
## [934] "humility" "humor" "humorous"
## [937] "humorously" "humour" "humourous"
## [940] "ideal" "idealize" "ideally"
## [943] "idol" "idolize" "idolized"
## [946] "idyllic" "illuminate" "illuminati"
## [949] "illuminating" "illumine" "illustrious"
## [952] "ilu" "imaculate" "imaginative"
## [955] "immaculate" "immaculately" "immense"
## [958] "impartial" "impartiality" "impartially"
## [961] "impassioned" "impeccable" "impeccably"
## [964] "important" "impress" "impressed"
## [967] "impresses" "impressive" "impressively"
## [970] "impressiveness" "improve" "improved"
## [973] "improvement" "improvements" "improves"
## [976] "improving" "incredible" "incredibly"
## [979] "indebted" "individualized" "indulgence"
## [982] "indulgent" "industrious" "inestimable"
## [985] "inestimably" "inexpensive" "infallibility"
## [988] "infallible" "infallibly" "influential"
## [991] "ingenious" "ingeniously" "ingenuity"
## [994] "ingenuous" "ingenuously" "innocuous"
## [997] "innovation" "innovative" "inpressed"
## [1000] "insightful" "insightfully" "inspiration"
## [1003] "inspirational" "inspire" "inspiring"
## [1006] "instantly" "instructive" "instrumental"
## [1009] "integral" "integrated" "intelligence"
## [1012] "intelligent" "intelligible" "interesting"
## [1015] "interests" "intimacy" "intimate"
## [1018] "intricate" "intrigue" "intriguing"
## [1021] "intriguingly" "intuitive" "invaluable"
## [1024] "invaluablely" "inventive" "invigorate"
## [1027] "invigorating" "invincibility" "invincible"
## [1030] "inviolable" "inviolate" "invulnerable"
## [1033] "irreplaceable" "irreproachable" "irresistible"
## [1036] "irresistibly" "issue-free" "jaw-droping"
## [1039] "jaw-dropping" "jollify" "jolly"
## [1042] "jovial" "joy" "joyful"
## [1045] "joyfully" "joyous" "joyously"
## [1048] "jubilant" "jubilantly" "jubilate"
## [1051] "jubilation" "jubiliant" "judicious"
## [1054] "justly" "keen" "keenly"
## [1057] "keenness" "kid-friendly" "kindliness"
## [1060] "kindly" "kindness" "knowledgeable"
## [1063] "kudos" "large-capacity" "laud"
## [1066] "laudable" "laudably" "lavish"
## [1069] "lavishly" "law-abiding" "lawful"
## [1072] "lawfully" "lead" "leading"
## [1075] "leads" "lean" "led"
## [1078] "legendary" "leverage" "levity"
## [1081] "liberate" "liberation" "liberty"
## [1084] "lifesaver" "light-hearted" "lighter"
## [1087] "likable" "like" "liked"
## [1090] "likes" "liking" "lionhearted"
## [1093] "lively" "logical" "long-lasting"
## [1096] "lovable" "lovably" "love"
## [1099] "loved" "loveliness" "lovely"
## [1102] "lover" "loves" "loving"
## [1105] "low-cost" "low-price" "low-priced"
## [1108] "low-risk" "lower-priced" "loyal"
## [1111] "loyalty" "lucid" "lucidly"
## [1114] "luck" "luckier" "luckiest"
## [1117] "luckiness" "lucky" "lucrative"
## [1120] "luminous" "lush" "luster"
## [1123] "lustrous" "luxuriant" "luxuriate"
## [1126] "luxurious" "luxuriously" "luxury"
## [1129] "lyrical" "magic" "magical"
## [1132] "magnanimous" "magnanimously" "magnificence"
## [1135] "magnificent" "magnificently" "majestic"
## [1138] "majesty" "manageable" "maneuverable"
## [1141] "marvel" "marveled" "marvelled"
## [1144] "marvellous" "marvelous" "marvelously"
## [1147] "marvelousness" "marvels" "master"
## [1150] "masterful" "masterfully" "masterpiece"
## [1153] "masterpieces" "masters" "mastery"
## [1156] "matchless" "mature" "maturely"
## [1159] "maturity" "meaningful" "memorable"
## [1162] "merciful" "mercifully" "mercy"
## [1165] "merit" "meritorious" "merrily"
## [1168] "merriment" "merriness" "merry"
## [1171] "mesmerize" "mesmerized" "mesmerizes"
## [1174] "mesmerizing" "mesmerizingly" "meticulous"
## [1177] "meticulously" "mightily" "mighty"
## [1180] "mind-blowing" "miracle" "miracles"
## [1183] "miraculous" "miraculously" "miraculousness"
## [1186] "modern" "modest" "modesty"
## [1189] "momentous" "monumental" "monumentally"
## [1192] "morality" "motivated" "multi-purpose"
## [1195] "navigable" "neat" "neatest"
## [1198] "neatly" "nice" "nicely"
## [1201] "nicer" "nicest" "nifty"
## [1204] "nimble" "noble" "nobly"
## [1207] "noiseless" "non-violence" "non-violent"
## [1210] "notably" "noteworthy" "nourish"
## [1213] "nourishing" "nourishment" "novelty"
## [1216] "nurturing" "oasis" "obsession"
## [1219] "obsessions" "obtainable" "openly"
## [1222] "openness" "optimal" "optimism"
## [1225] "optimistic" "opulent" "orderly"
## [1228] "originality" "outdo" "outdone"
## [1231] "outperform" "outperformed" "outperforming"
## [1234] "outperforms" "outshine" "outshone"
## [1237] "outsmart" "outstanding" "outstandingly"
## [1240] "outstrip" "outwit" "ovation"
## [1243] "overjoyed" "overtake" "overtaken"
## [1246] "overtakes" "overtaking" "overtook"
## [1249] "overture" "pain-free" "painless"
## [1252] "painlessly" "palatial" "pamper"
## [1255] "pampered" "pamperedly" "pamperedness"
## [1258] "pampers" "panoramic" "paradise"
## [1261] "paramount" "pardon" "passion"
## [1264] "passionate" "passionately" "patience"
## [1267] "patient" "patiently" "patriot"
## [1270] "patriotic" "peace" "peaceable"
## [1273] "peaceful" "peacefully" "peacekeepers"
## [1276] "peach" "peerless" "pep"
## [1279] "pepped" "pepping" "peppy"
## [1282] "peps" "perfect" "perfection"
## [1285] "perfectly" "permissible" "perseverance"
## [1288] "persevere" "personages" "personalized"
## [1291] "phenomenal" "phenomenally" "picturesque"
## [1294] "piety" "pinnacle" "playful"
## [1297] "playfully" "pleasant" "pleasantly"
## [1300] "pleased" "pleases" "pleasing"
## [1303] "pleasingly" "pleasurable" "pleasurably"
## [1306] "pleasure" "plentiful" "pluses"
## [1309] "plush" "plusses" "poetic"
## [1312] "poeticize" "poignant" "poise"
## [1315] "poised" "polished" "polite"
## [1318] "politeness" "popular" "portable"
## [1321] "posh" "positive" "positively"
## [1324] "positives" "powerful" "powerfully"
## [1327] "praise" "praiseworthy" "praising"
## [1330] "pre-eminent" "precious" "precise"
## [1333] "precisely" "preeminent" "prefer"
## [1336] "preferable" "preferably" "prefered"
## [1339] "preferes" "preferring" "prefers"
## [1342] "premier" "prestige" "prestigious"
## [1345] "prettily" "pretty" "priceless"
## [1348] "pride" "principled" "privilege"
## [1351] "privileged" "prize" "proactive"
## [1354] "problem-free" "problem-solver" "prodigious"
## [1357] "prodigiously" "prodigy" "productive"
## [1360] "productively" "proficient" "proficiently"
## [1363] "profound" "profoundly" "profuse"
## [1366] "profusion" "progress" "progressive"
## [1369] "prolific" "prominence" "prominent"
## [1372] "promise" "promised" "promises"
## [1375] "promising" "promoter" "prompt"
## [1378] "promptly" "proper" "properly"
## [1381] "propitious" "propitiously" "pros"
## [1384] "prosper" "prosperity" "prosperous"
## [1387] "prospros" "protect" "protection"
## [1390] "protective" "proud" "proven"
## [1393] "proves" "providence" "proving"
## [1396] "prowess" "prudence" "prudent"
## [1399] "prudently" "punctual" "pure"
## [1402] "purify" "purposeful" "quaint"
## [1405] "qualified" "qualify" "quicker"
## [1408] "quiet" "quieter" "radiance"
## [1411] "radiant" "rapid" "rapport"
## [1414] "rapt" "rapture" "raptureous"
## [1417] "raptureously" "rapturous" "rapturously"
## [1420] "rational" "razor-sharp" "reachable"
## [1423] "readable" "readily" "ready"
## [1426] "reaffirm" "reaffirmation" "realistic"
## [1429] "realizable" "reasonable" "reasonably"
## [1432] "reasoned" "reassurance" "reassure"
## [1435] "receptive" "reclaim" "recomend"
## [1438] "recommend" "recommendation" "recommendations"
## [1441] "recommended" "reconcile" "reconciliation"
## [1444] "record-setting" "recover" "recovery"
## [1447] "rectification" "rectify" "rectifying"
## [1450] "redeem" "redeeming" "redemption"
## [1453] "refine" "refined" "refinement"
## [1456] "reform" "reformed" "reforming"
## [1459] "reforms" "refresh" "refreshed"
## [1462] "refreshing" "refund" "refunded"
## [1465] "regal" "regally" "regard"
## [1468] "rejoice" "rejoicing" "rejoicingly"
## [1471] "rejuvenate" "rejuvenated" "rejuvenating"
## [1474] "relaxed" "relent" "reliable"
## [1477] "reliably" "relief" "relish"
## [1480] "remarkable" "remarkably" "remedy"
## [1483] "remission" "remunerate" "renaissance"
## [1486] "renewed" "renown" "renowned"
## [1489] "replaceable" "reputable" "reputation"
## [1492] "resilient" "resolute" "resound"
## [1495] "resounding" "resourceful" "resourcefulness"
## [1498] "respect" "respectable" "respectful"
## [1501] "respectfully" "respite" "resplendent"
## [1504] "responsibly" "responsive" "restful"
## [1507] "restored" "restructure" "restructured"
## [1510] "restructuring" "retractable" "revel"
## [1513] "revelation" "revere" "reverence"
## [1516] "reverent" "reverently" "revitalize"
## [1519] "revival" "revive" "revives"
## [1522] "revolutionary" "revolutionize" "revolutionized"
## [1525] "revolutionizes" "reward" "rewarding"
## [1528] "rewardingly" "rich" "richer"
## [1531] "richly" "richness" "right"
## [1534] "righten" "righteous" "righteously"
## [1537] "righteousness" "rightful" "rightfully"
## [1540] "rightly" "rightness" "risk-free"
## [1543] "robust" "rock-star" "rock-stars"
## [1546] "rockstar" "rockstars" "romantic"
## [1549] "romantically" "romanticize" "roomier"
## [1552] "roomy" "rosy" "safe"
## [1555] "safely" "sagacity" "sagely"
## [1558] "saint" "saintliness" "saintly"
## [1561] "salutary" "salute" "sane"
## [1564] "satisfactorily" "satisfactory" "satisfied"
## [1567] "satisfies" "satisfy" "satisfying"
## [1570] "satisified" "saver" "savings"
## [1573] "savior" "savvy" "scenic"
## [1576] "seamless" "seasoned" "secure"
## [1579] "securely" "selective" "self-determination"
## [1582] "self-respect" "self-satisfaction" "self-sufficiency"
## [1585] "self-sufficient" "sensation" "sensational"
## [1588] "sensationally" "sensations" "sensible"
## [1591] "sensibly" "sensitive" "serene"
## [1594] "serenity" "sexy" "sharp"
## [1597] "sharper" "sharpest" "shimmering"
## [1600] "shimmeringly" "shine" "shiny"
## [1603] "significant" "silent" "simpler"
## [1606] "simplest" "simplified" "simplifies"
## [1609] "simplify" "simplifying" "sincere"
## [1612] "sincerely" "sincerity" "skill"
## [1615] "skilled" "skillful" "skillfully"
## [1618] "slammin" "sleek" "slick"
## [1621] "smart" "smarter" "smartest"
## [1624] "smartly" "smile" "smiles"
## [1627] "smiling" "smilingly" "smitten"
## [1630] "smooth" "smoother" "smoothes"
## [1633] "smoothest" "smoothly" "snappy"
## [1636] "snazzy" "sociable" "soft"
## [1639] "softer" "solace" "solicitous"
## [1642] "solicitously" "solid" "solidarity"
## [1645] "soothe" "soothingly" "sophisticated"
## [1648] "soulful" "soundly" "soundness"
## [1651] "spacious" "sparkle" "sparkling"
## [1654] "spectacular" "spectacularly" "speedily"
## [1657] "speedy" "spellbind" "spellbinding"
## [1660] "spellbindingly" "spellbound" "spirited"
## [1663] "spiritual" "splendid" "splendidly"
## [1666] "splendor" "spontaneous" "sporty"
## [1669] "spotless" "sprightly" "stability"
## [1672] "stabilize" "stable" "stainless"
## [1675] "standout" "state-of-the-art" "stately"
## [1678] "statuesque" "staunch" "staunchly"
## [1681] "staunchness" "steadfast" "steadfastly"
## [1684] "steadfastness" "steadiest" "steadiness"
## [1687] "steady" "stellar" "stellarly"
## [1690] "stimulate" "stimulates" "stimulating"
## [1693] "stimulative" "stirringly" "straighten"
## [1696] "straightforward" "streamlined" "striking"
## [1699] "strikingly" "striving" "strong"
## [1702] "stronger" "strongest" "stunned"
## [1705] "stunning" "stunningly" "stupendous"
## [1708] "stupendously" "sturdier" "sturdy"
## [1711] "stylish" "stylishly" "stylized"
## [1714] "suave" "suavely" "sublime"
## [1717] "subsidize" "subsidized" "subsidizes"
## [1720] "subsidizing" "substantive" "succeed"
## [1723] "succeeded" "succeeding" "succeeds"
## [1726] "succes" "success" "successes"
## [1729] "successful" "successfully" "suffice"
## [1732] "sufficed" "suffices" "sufficient"
## [1735] "sufficiently" "suitable" "sumptuous"
## [1738] "sumptuously" "sumptuousness" "super"
## [1741] "superb" "superbly" "superior"
## [1744] "superiority" "supple" "support"
## [1747] "supported" "supporter" "supporting"
## [1750] "supportive" "supports" "supremacy"
## [1753] "supreme" "supremely" "supurb"
## [1756] "supurbly" "surmount" "surpass"
## [1759] "surreal" "survival" "survivor"
## [1762] "sustainability" "sustainable" "swank"
## [1765] "swankier" "swankiest" "swanky"
## [1768] "sweeping" "sweet" "sweeten"
## [1771] "sweetheart" "sweetly" "sweetness"
## [1774] "swift" "swiftness" "talent"
## [1777] "talented" "talents" "tantalize"
## [1780] "tantalizing" "tantalizingly" "tempt"
## [1783] "tempting" "temptingly" "tenacious"
## [1786] "tenaciously" "tenacity" "tender"
## [1789] "tenderly" "terrific" "terrifically"
## [1792] "thank" "thankful" "thinner"
## [1795] "thoughtful" "thoughtfully" "thoughtfulness"
## [1798] "thrift" "thrifty" "thrill"
## [1801] "thrilled" "thrilling" "thrillingly"
## [1804] "thrills" "thrive" "thriving"
## [1807] "thumb-up" "thumbs-up" "tickle"
## [1810] "tidy" "time-honored" "timely"
## [1813] "tingle" "titillate" "titillating"
## [1816] "titillatingly" "togetherness" "tolerable"
## [1819] "toll-free" "top" "top-notch"
## [1822] "top-quality" "topnotch" "tops"
## [1825] "tough" "tougher" "toughest"
## [1828] "traction" "tranquil" "tranquility"
## [1831] "transparent" "treasure" "tremendously"
## [1834] "trendy" "triumph" "triumphal"
## [1837] "triumphant" "triumphantly" "trivially"
## [1840] "trophy" "trouble-free" "trump"
## [1843] "trumpet" "trust" "trusted"
## [1846] "trusting" "trustingly" "trustworthiness"
## [1849] "trustworthy" "trusty" "truthful"
## [1852] "truthfully" "truthfulness" "twinkly"
## [1855] "ultra-crisp" "unabashed" "unabashedly"
## [1858] "unaffected" "unassailable" "unbeatable"
## [1861] "unbiased" "unbound" "uncomplicated"
## [1864] "unconditional" "undamaged" "undaunted"
## [1867] "understandable" "undisputable" "undisputably"
## [1870] "undisputed" "unencumbered" "unequivocal"
## [1873] "unequivocally" "unfazed" "unfettered"
## [1876] "unforgettable" "unity" "unlimited"
## [1879] "unmatched" "unparalleled" "unquestionable"
## [1882] "unquestionably" "unreal" "unrestricted"
## [1885] "unrivaled" "unselfish" "unwavering"
## [1888] "upbeat" "upgradable" "upgradeable"
## [1891] "upgraded" "upheld" "uphold"
## [1894] "uplift" "uplifting" "upliftingly"
## [1897] "upliftment" "upscale" "usable"
## [1900] "useable" "useful" "user-friendly"
## [1903] "user-replaceable" "valiant" "valiantly"
## [1906] "valor" "valuable" "variety"
## [1909] "venerate" "verifiable" "veritable"
## [1912] "versatile" "versatility" "vibrant"
## [1915] "vibrantly" "victorious" "victory"
## [1918] "viewable" "vigilance" "vigilant"
## [1921] "virtue" "virtuous" "virtuously"
## [1924] "visionary" "vivacious" "vivid"
## [1927] "vouch" "vouchsafe" "warm"
## [1930] "warmer" "warmhearted" "warmly"
## [1933] "warmth" "wealthy" "welcome"
## [1936] "well" "well-backlit" "well-balanced"
## [1939] "well-behaved" "well-being" "well-bred"
## [1942] "well-connected" "well-educated" "well-established"
## [1945] "well-informed" "well-intentioned" "well-known"
## [1948] "well-made" "well-managed" "well-mannered"
## [1951] "well-positioned" "well-received" "well-regarded"
## [1954] "well-rounded" "well-run" "well-wishers"
## [1957] "wellbeing" "whoa" "wholeheartedly"
## [1960] "wholesome" "whooa" "whoooa"
## [1963] "wieldy" "willing" "willingly"
## [1966] "willingness" "win" "windfall"
## [1969] "winnable" "winner" "winners"
## [1972] "winning" "wins" "wisdom"
## [1975] "wise" "wisely" "witty"
## [1978] "won" "wonder" "wonderful"
## [1981] "wonderfully" "wonderous" "wonderously"
## [1984] "wonders" "wondrous" "woo"
## [1987] "work" "workable" "worked"
## [1990] "works" "world-famous" "worth"
## [1993] "worth-while" "worthiness" "worthwhile"
## [1996] "worthy" "wow" "wowed"
## [1999] "wowing" "wows" "yay"
## [2002] "youthful" "zeal" "zenith"
## [2005] "zest" "zippy"Now lets match with our positive words and find how many are positive words are available in the dataset.
pos.tive<-sum(!is.na(match(textbag,pos.word)))
pos.tive## [1] 24Now we can see there are 24 positive words in the dataset we collected and processed
Now lets import negative words and have a look at the words
neg.word<-readLines("C:/Users/Sangmesh/Google Drive/Big Data using R/Kaggle/neg_word.txt")## Warning in readLines("C:/Users/Sangmesh/Google Drive/Big Data using R/
## Kaggle/neg_word.txt"): incomplete final line found on 'C:/Users/Sangmesh/
## Google Drive/Big Data using R/Kaggle/neg_word.txt'neg.word## [1] "2-faced" "2-faces"
## [3] "abnormal" "abolish"
## [5] "abominable" "abominably"
## [7] "abominate" "abomination"
## [9] "abort" "aborted"
## [11] "aborts" "abrade"
## [13] "abrasive" "abrupt"
## [15] "abruptly" "abscond"
## [17] "absence" "absent-minded"
## [19] "absentee" "absurd"
## [21] "absurdity" "absurdly"
## [23] "absurdness" "abuse"
## [25] "abused" "abuses"
## [27] "abusive" "abysmal"
## [29] "abysmally" "abyss"
## [31] "accidental" "accost"
## [33] "accursed" "accusation"
## [35] "accusations" "accuse"
## [37] "accuses" "accusing"
## [39] "accusingly" "acerbate"
## [41] "acerbic" "acerbically"
## [43] "ache" "ached"
## [45] "aches" "achey"
## [47] "aching" "acrid"
## [49] "acridly" "acridness"
## [51] "acrimonious" "acrimoniously"
## [53] "acrimony" "adamant"
## [55] "adamantly" "addict"
## [57] "addicted" "addicting"
## [59] "addicts" "admonish"
## [61] "admonisher" "admonishingly"
## [63] "admonishment" "admonition"
## [65] "adulterate" "adulterated"
## [67] "adulteration" "adulterier"
## [69] "adversarial" "adversary"
## [71] "adverse" "adversity"
## [73] "afflict" "affliction"
## [75] "afflictive" "affront"
## [77] "afraid" "aggravate"
## [79] "aggravating" "aggravation"
## [81] "aggression" "aggressive"
## [83] "aggressiveness" "aggressor"
## [85] "aggrieve" "aggrieved"
## [87] "aggrivation" "aghast"
## [89] "agonies" "agonize"
## [91] "agonizing" "agonizingly"
## [93] "agony" "aground"
## [95] "ail" "ailing"
## [97] "ailment" "aimless"
## [99] "alarm" "alarmed"
## [101] "alarming" "alarmingly"
## [103] "alienate" "alienated"
## [105] "alienation" "allegation"
## [107] "allegations" "allege"
## [109] "allergic" "allergies"
## [111] "allergy" "aloof"
## [113] "altercation" "ambiguity"
## [115] "ambiguous" "ambivalence"
## [117] "ambivalent" "ambush"
## [119] "amiss" "amputate"
## [121] "anarchism" "anarchist"
## [123] "anarchistic" "anarchy"
## [125] "anemic" "anger"
## [127] "angrily" "angriness"
## [129] "angry" "anguish"
## [131] "animosity" "annihilate"
## [133] "annihilation" "annoy"
## [135] "annoyance" "annoyances"
## [137] "annoyed" "annoying"
## [139] "annoyingly" "annoys"
## [141] "anomalous" "anomaly"
## [143] "antagonism" "antagonist"
## [145] "antagonistic" "antagonize"
## [147] "anti-" "anti-american"
## [149] "anti-israeli" "anti-occupation"
## [151] "anti-proliferation" "anti-semites"
## [153] "anti-social" "anti-us"
## [155] "anti-white" "antipathy"
## [157] "antiquated" "antithetical"
## [159] "anxieties" "anxiety"
## [161] "anxious" "anxiously"
## [163] "anxiousness" "apathetic"
## [165] "apathetically" "apathy"
## [167] "apocalypse" "apocalyptic"
## [169] "apologist" "apologists"
## [171] "appal" "appall"
## [173] "appalled" "appalling"
## [175] "appallingly" "apprehension"
## [177] "apprehensions" "apprehensive"
## [179] "apprehensively" "arbitrary"
## [181] "arcane" "archaic"
## [183] "arduous" "arduously"
## [185] "argumentative" "arrogance"
## [187] "arrogant" "arrogantly"
## [189] "ashamed" "asinine"
## [191] "asininely" "asinininity"
## [193] "askance" "asperse"
## [195] "aspersion" "aspersions"
## [197] "assail" "assassin"
## [199] "assassinate" "assault"
## [201] "assult" "astray"
## [203] "asunder" "atrocious"
## [205] "atrocities" "atrocity"
## [207] "atrophy" "attack"
## [209] "attacks" "audacious"
## [211] "audaciously" "audaciousness"
## [213] "audacity" "audiciously"
## [215] "austere" "authoritarian"
## [217] "autocrat" "autocratic"
## [219] "avalanche" "avarice"
## [221] "avaricious" "avariciously"
## [223] "avenge" "averse"
## [225] "aversion" "aweful"
## [227] "awful" "awfully"
## [229] "awfulness" "awkward"
## [231] "awkwardness" "ax"
## [233] "babble" "back-logged"
## [235] "back-wood" "back-woods"
## [237] "backache" "backaches"
## [239] "backaching" "backbite"
## [241] "backbiting" "backward"
## [243] "backwardness" "backwood"
## [245] "backwoods" "bad"
## [247] "badly" "baffle"
## [249] "baffled" "bafflement"
## [251] "baffling" "bait"
## [253] "balk" "banal"
## [255] "banalize" "bane"
## [257] "banish" "banishment"
## [259] "bankrupt" "barbarian"
## [261] "barbaric" "barbarically"
## [263] "barbarity" "barbarous"
## [265] "barbarously" "barren"
## [267] "baseless" "bash"
## [269] "bashed" "bashful"
## [271] "bashing" "bastard"
## [273] "bastards" "battered"
## [275] "battering" "batty"
## [277] "bearish" "beastly"
## [279] "bedlam" "bedlamite"
## [281] "befoul" "beg"
## [283] "beggar" "beggarly"
## [285] "begging" "beguile"
## [287] "belabor" "belated"
## [289] "beleaguer" "belie"
## [291] "belittle" "belittled"
## [293] "belittling" "bellicose"
## [295] "belligerence" "belligerent"
## [297] "belligerently" "bemoan"
## [299] "bemoaning" "bemused"
## [301] "bent" "berate"
## [303] "bereave" "bereavement"
## [305] "bereft" "berserk"
## [307] "beseech" "beset"
## [309] "besiege" "besmirch"
## [311] "bestial" "betray"
## [313] "betrayal" "betrayals"
## [315] "betrayer" "betraying"
## [317] "betrays" "bewail"
## [319] "beware" "bewilder"
## [321] "bewildered" "bewildering"
## [323] "bewilderingly" "bewilderment"
## [325] "bewitch" "bias"
## [327] "biased" "biases"
## [329] "bicker" "bickering"
## [331] "bid-rigging" "bigotries"
## [333] "bigotry" "bitch"
## [335] "bitchy" "biting"
## [337] "bitingly" "bitter"
## [339] "bitterly" "bitterness"
## [341] "bizarre" "blab"
## [343] "blabber" "blackmail"
## [345] "blah" "blame"
## [347] "blameworthy" "bland"
## [349] "blandish" "blaspheme"
## [351] "blasphemous" "blasphemy"
## [353] "blasted" "blatant"
## [355] "blatantly" "blather"
## [357] "bleak" "bleakly"
## [359] "bleakness" "bleed"
## [361] "bleeding" "bleeds"
## [363] "blemish" "blind"
## [365] "blinding" "blindingly"
## [367] "blindside" "blister"
## [369] "blistering" "bloated"
## [371] "blockage" "blockhead"
## [373] "bloodshed" "bloodthirsty"
## [375] "bloody" "blotchy"
## [377] "blow" "blunder"
## [379] "blundering" "blunders"
## [381] "blunt" "blur"
## [383] "bluring" "blurred"
## [385] "blurring" "blurry"
## [387] "blurs" "blurt"
## [389] "boastful" "boggle"
## [391] "bogus" "boil"
## [393] "boiling" "boisterous"
## [395] "bomb" "bombard"
## [397] "bombardment" "bombastic"
## [399] "bondage" "bonkers"
## [401] "bore" "bored"
## [403] "boredom" "bores"
## [405] "boring" "botch"
## [407] "bother" "bothered"
## [409] "bothering" "bothers"
## [411] "bothersome" "bowdlerize"
## [413] "boycott" "braggart"
## [415] "bragger" "brainless"
## [417] "brainwash" "brash"
## [419] "brashly" "brashness"
## [421] "brat" "bravado"
## [423] "brazen" "brazenly"
## [425] "brazenness" "breach"
## [427] "break" "break-up"
## [429] "break-ups" "breakdown"
## [431] "breaking" "breaks"
## [433] "breakup" "breakups"
## [435] "bribery" "brimstone"
## [437] "bristle" "brittle"
## [439] "broke" "broken"
## [441] "broken-hearted" "brood"
## [443] "browbeat" "bruise"
## [445] "bruised" "bruises"
## [447] "bruising" "brusque"
## [449] "brutal" "brutalising"
## [451] "brutalities" "brutality"
## [453] "brutalize" "brutalizing"
## [455] "brutally" "brute"
## [457] "brutish" "bs"
## [459] "buckle" "bug"
## [461] "bugging" "buggy"
## [463] "bugs" "bulkier"
## [465] "bulkiness" "bulky"
## [467] "bulkyness" "bull****"
## [469] "bull----" "bullies"
## [471] "bullshit" "bullshyt"
## [473] "bully" "bullying"
## [475] "bullyingly" "bum"
## [477] "bump" "bumped"
## [479] "bumping" "bumpping"
## [481] "bumps" "bumpy"
## [483] "bungle" "bungler"
## [485] "bungling" "bunk"
## [487] "burden" "burdensome"
## [489] "burdensomely" "burn"
## [491] "burned" "burning"
## [493] "burns" "bust"
## [495] "busts" "busybody"
## [497] "butcher" "butchery"
## [499] "buzzing" "byzantine"
## [501] "cackle" "calamities"
## [503] "calamitous" "calamitously"
## [505] "calamity" "callous"
## [507] "calumniate" "calumniation"
## [509] "calumnies" "calumnious"
## [511] "calumniously" "calumny"
## [513] "cancer" "cancerous"
## [515] "cannibal" "cannibalize"
## [517] "capitulate" "capricious"
## [519] "capriciously" "capriciousness"
## [521] "capsize" "careless"
## [523] "carelessness" "caricature"
## [525] "carnage" "carp"
## [527] "cartoonish" "cash-strapped"
## [529] "castigate" "castrated"
## [531] "casualty" "cataclysm"
## [533] "cataclysmal" "cataclysmic"
## [535] "cataclysmically" "catastrophe"
## [537] "catastrophes" "catastrophic"
## [539] "catastrophically" "catastrophies"
## [541] "caustic" "caustically"
## [543] "cautionary" "cave"
## [545] "censure" "chafe"
## [547] "chaff" "chagrin"
## [549] "challenging" "chaos"
## [551] "chaotic" "chasten"
## [553] "chastise" "chastisement"
## [555] "chatter" "chatterbox"
## [557] "cheap" "cheapen"
## [559] "cheaply" "cheat"
## [561] "cheated" "cheater"
## [563] "cheating" "cheats"
## [565] "checkered" "cheerless"
## [567] "cheesy" "chide"
## [569] "childish" "chill"
## [571] "chilly" "chintzy"
## [573] "choke" "choleric"
## [575] "choppy" "chore"
## [577] "chronic" "chunky"
## [579] "clamor" "clamorous"
## [581] "clash" "cliche"
## [583] "cliched" "clique"
## [585] "clog" "clogged"
## [587] "clogs" "cloud"
## [589] "clouding" "cloudy"
## [591] "clueless" "clumsy"
## [593] "clunky" "coarse"
## [595] "cocky" "coerce"
## [597] "coercion" "coercive"
## [599] "cold" "coldly"
## [601] "collapse" "collude"
## [603] "collusion" "combative"
## [605] "combust" "comical"
## [607] "commiserate" "commonplace"
## [609] "commotion" "commotions"
## [611] "complacent" "complain"
## [613] "complained" "complaining"
## [615] "complains" "complaint"
## [617] "complaints" "complex"
## [619] "complicated" "complication"
## [621] "complicit" "compulsion"
## [623] "compulsive" "concede"
## [625] "conceded" "conceit"
## [627] "conceited" "concen"
## [629] "concens" "concern"
## [631] "concerned" "concerns"
## [633] "concession" "concessions"
## [635] "condemn" "condemnable"
## [637] "condemnation" "condemned"
## [639] "condemns" "condescend"
## [641] "condescending" "condescendingly"
## [643] "condescension" "confess"
## [645] "confession" "confessions"
## [647] "confined" "conflict"
## [649] "conflicted" "conflicting"
## [651] "conflicts" "confound"
## [653] "confounded" "confounding"
## [655] "confront" "confrontation"
## [657] "confrontational" "confuse"
## [659] "confused" "confuses"
## [661] "confusing" "confusion"
## [663] "confusions" "congested"
## [665] "congestion" "cons"
## [667] "conscons" "conservative"
## [669] "conspicuous" "conspicuously"
## [671] "conspiracies" "conspiracy"
## [673] "conspirator" "conspiratorial"
## [675] "conspire" "consternation"
## [677] "contagious" "contaminate"
## [679] "contaminated" "contaminates"
## [681] "contaminating" "contamination"
## [683] "contempt" "contemptible"
## [685] "contemptuous" "contemptuously"
## [687] "contend" "contention"
## [689] "contentious" "contort"
## [691] "contortions" "contradict"
## [693] "contradiction" "contradictory"
## [695] "contrariness" "contravene"
## [697] "contrive" "contrived"
## [699] "controversial" "controversy"
## [701] "convoluted" "corrode"
## [703] "corrosion" "corrosions"
## [705] "corrosive" "corrupt"
## [707] "corrupted" "corrupting"
## [709] "corruption" "corrupts"
## [711] "corruptted" "costlier"
## [713] "costly" "counter-productive"
## [715] "counterproductive" "coupists"
## [717] "covetous" "coward"
## [719] "cowardly" "crabby"
## [721] "crack" "cracked"
## [723] "cracks" "craftily"
## [725] "craftly" "crafty"
## [727] "cramp" "cramped"
## [729] "cramping" "cranky"
## [731] "crap" "crappy"
## [733] "craps" "crash"
## [735] "crashed" "crashes"
## [737] "crashing" "crass"
## [739] "craven" "cravenly"
## [741] "craze" "crazily"
## [743] "craziness" "crazy"
## [745] "creak" "creaking"
## [747] "creaks" "credulous"
## [749] "creep" "creeping"
## [751] "creeps" "creepy"
## [753] "crept" "crime"
## [755] "criminal" "cringe"
## [757] "cringed" "cringes"
## [759] "cripple" "crippled"
## [761] "cripples" "crippling"
## [763] "crisis" "critic"
## [765] "critical" "criticism"
## [767] "criticisms" "criticize"
## [769] "criticized" "criticizing"
## [771] "critics" "cronyism"
## [773] "crook" "crooked"
## [775] "crooks" "crowded"
## [777] "crowdedness" "crude"
## [779] "cruel" "crueler"
## [781] "cruelest" "cruelly"
## [783] "cruelness" "cruelties"
## [785] "cruelty" "crumble"
## [787] "crumbling" "crummy"
## [789] "crumple" "crumpled"
## [791] "crumples" "crush"
## [793] "crushed" "crushing"
## [795] "cry" "culpable"
## [797] "culprit" "cumbersome"
## [799] "cunt" "cunts"
## [801] "cuplrit" "curse"
## [803] "cursed" "curses"
## [805] "curt" "cuss"
## [807] "cussed" "cutthroat"
## [809] "cynical" "cynicism"
## [811] "d*mn" "damage"
## [813] "damaged" "damages"
## [815] "damaging" "damn"
## [817] "damnable" "damnably"
## [819] "damnation" "damned"
## [821] "damning" "damper"
## [823] "danger" "dangerous"
## [825] "dangerousness" "dark"
## [827] "darken" "darkened"
## [829] "darker" "darkness"
## [831] "dastard" "dastardly"
## [833] "daunt" "daunting"
## [835] "dauntingly" "dawdle"
## [837] "daze" "dazed"
## [839] "dead" "deadbeat"
## [841] "deadlock" "deadly"
## [843] "deadweight" "deaf"
## [845] "dearth" "death"
## [847] "debacle" "debase"
## [849] "debasement" "debaser"
## [851] "debatable" "debauch"
## [853] "debaucher" "debauchery"
## [855] "debilitate" "debilitating"
## [857] "debility" "debt"
## [859] "debts" "decadence"
## [861] "decadent" "decay"
## [863] "decayed" "deceit"
## [865] "deceitful" "deceitfully"
## [867] "deceitfulness" "deceive"
## [869] "deceiver" "deceivers"
## [871] "deceiving" "deception"
## [873] "deceptive" "deceptively"
## [875] "declaim" "decline"
## [877] "declines" "declining"
## [879] "decrement" "decrepit"
## [881] "decrepitude" "decry"
## [883] "defamation" "defamations"
## [885] "defamatory" "defame"
## [887] "defect" "defective"
## [889] "defects" "defensive"
## [891] "defiance" "defiant"
## [893] "defiantly" "deficiencies"
## [895] "deficiency" "deficient"
## [897] "defile" "defiler"
## [899] "deform" "deformed"
## [901] "defrauding" "defunct"
## [903] "defy" "degenerate"
## [905] "degenerately" "degeneration"
## [907] "degradation" "degrade"
## [909] "degrading" "degradingly"
## [911] "dehumanization" "dehumanize"
## [913] "deign" "deject"
## [915] "dejected" "dejectedly"
## [917] "dejection" "delay"
## [919] "delayed" "delaying"
## [921] "delays" "delinquency"
## [923] "delinquent" "delirious"
## [925] "delirium" "delude"
## [927] "deluded" "deluge"
## [929] "delusion" "delusional"
## [931] "delusions" "demean"
## [933] "demeaning" "demise"
## [935] "demolish" "demolisher"
## [937] "demon" "demonic"
## [939] "demonize" "demonized"
## [941] "demonizes" "demonizing"
## [943] "demoralize" "demoralizing"
## [945] "demoralizingly" "denial"
## [947] "denied" "denies"
## [949] "denigrate" "denounce"
## [951] "dense" "dent"
## [953] "dented" "dents"
## [955] "denunciate" "denunciation"
## [957] "denunciations" "deny"
## [959] "denying" "deplete"
## [961] "deplorable" "deplorably"
## [963] "deplore" "deploring"
## [965] "deploringly" "deprave"
## [967] "depraved" "depravedly"
## [969] "deprecate" "depress"
## [971] "depressed" "depressing"
## [973] "depressingly" "depression"
## [975] "depressions" "deprive"
## [977] "deprived" "deride"
## [979] "derision" "derisive"
## [981] "derisively" "derisiveness"
## [983] "derogatory" "desecrate"
## [985] "desert" "desertion"
## [987] "desiccate" "desiccated"
## [989] "desititute" "desolate"
## [991] "desolately" "desolation"
## [993] "despair" "despairing"
## [995] "despairingly" "desperate"
## [997] "desperately" "desperation"
## [999] "despicable" "despicably"
## [1001] "despise" "despised"
## [1003] "despoil" "despoiler"
## [1005] "despondence" "despondency"
## [1007] "despondent" "despondently"
## [1009] "despot" "despotic"
## [1011] "despotism" "destabilisation"
## [1013] "destains" "destitute"
## [1015] "destitution" "destroy"
## [1017] "destroyer" "destruction"
## [1019] "destructive" "desultory"
## [1021] "deter" "deteriorate"
## [1023] "deteriorating" "deterioration"
## [1025] "deterrent" "detest"
## [1027] "detestable" "detestably"
## [1029] "detested" "detesting"
## [1031] "detests" "detract"
## [1033] "detracted" "detracting"
## [1035] "detraction" "detracts"
## [1037] "detriment" "detrimental"
## [1039] "devastate" "devastated"
## [1041] "devastates" "devastating"
## [1043] "devastatingly" "devastation"
## [1045] "deviate" "deviation"
## [1047] "devil" "devilish"
## [1049] "devilishly" "devilment"
## [1051] "devilry" "devious"
## [1053] "deviously" "deviousness"
## [1055] "devoid" "diabolic"
## [1057] "diabolical" "diabolically"
## [1059] "diametrically" "diappointed"
## [1061] "diatribe" "diatribes"
## [1063] "dick" "dictator"
## [1065] "dictatorial" "die"
## [1067] "die-hard" "died"
## [1069] "dies" "difficult"
## [1071] "difficulties" "difficulty"
## [1073] "diffidence" "dilapidated"
## [1075] "dilemma" "dilly-dally"
## [1077] "dim" "dimmer"
## [1079] "din" "ding"
## [1081] "dings" "dinky"
## [1083] "dire" "direly"
## [1085] "direness" "dirt"
## [1087] "dirtbag" "dirtbags"
## [1089] "dirts" "dirty"
## [1091] "disable" "disabled"
## [1093] "disaccord" "disadvantage"
## [1095] "disadvantaged" "disadvantageous"
## [1097] "disadvantages" "disaffect"
## [1099] "disaffected" "disaffirm"
## [1101] "disagree" "disagreeable"
## [1103] "disagreeably" "disagreed"
## [1105] "disagreeing" "disagreement"
## [1107] "disagrees" "disallow"
## [1109] "disapointed" "disapointing"
## [1111] "disapointment" "disappoint"
## [1113] "disappointed" "disappointing"
## [1115] "disappointingly" "disappointment"
## [1117] "disappointments" "disappoints"
## [1119] "disapprobation" "disapproval"
## [1121] "disapprove" "disapproving"
## [1123] "disarm" "disarray"
## [1125] "disaster" "disasterous"
## [1127] "disastrous" "disastrously"
## [1129] "disavow" "disavowal"
## [1131] "disbelief" "disbelieve"
## [1133] "disbeliever" "disclaim"
## [1135] "discombobulate" "discomfit"
## [1137] "discomfititure" "discomfort"
## [1139] "discompose" "disconcert"
## [1141] "disconcerted" "disconcerting"
## [1143] "disconcertingly" "disconsolate"
## [1145] "disconsolately" "disconsolation"
## [1147] "discontent" "discontented"
## [1149] "discontentedly" "discontinued"
## [1151] "discontinuity" "discontinuous"
## [1153] "discord" "discordance"
## [1155] "discordant" "discountenance"
## [1157] "discourage" "discouragement"
## [1159] "discouraging" "discouragingly"
## [1161] "discourteous" "discourteously"
## [1163] "discoutinous" "discredit"
## [1165] "discrepant" "discriminate"
## [1167] "discrimination" "discriminatory"
## [1169] "disdain" "disdained"
## [1171] "disdainful" "disdainfully"
## [1173] "disfavor" "disgrace"
## [1175] "disgraced" "disgraceful"
## [1177] "disgracefully" "disgruntle"
## [1179] "disgruntled" "disgust"
## [1181] "disgusted" "disgustedly"
## [1183] "disgustful" "disgustfully"
## [1185] "disgusting" "disgustingly"
## [1187] "dishearten" "disheartening"
## [1189] "dishearteningly" "dishonest"
## [1191] "dishonestly" "dishonesty"
## [1193] "dishonor" "dishonorable"
## [1195] "dishonorablely" "disillusion"
## [1197] "disillusioned" "disillusionment"
## [1199] "disillusions" "disinclination"
## [1201] "disinclined" "disingenuous"
## [1203] "disingenuously" "disintegrate"
## [1205] "disintegrated" "disintegrates"
## [1207] "disintegration" "disinterest"
## [1209] "disinterested" "dislike"
## [1211] "disliked" "dislikes"
## [1213] "disliking" "dislocated"
## [1215] "disloyal" "disloyalty"
## [1217] "dismal" "dismally"
## [1219] "dismalness" "dismay"
## [1221] "dismayed" "dismaying"
## [1223] "dismayingly" "dismissive"
## [1225] "dismissively" "disobedience"
## [1227] "disobedient" "disobey"
## [1229] "disoobedient" "disorder"
## [1231] "disordered" "disorderly"
## [1233] "disorganized" "disorient"
## [1235] "disoriented" "disown"
## [1237] "disparage" "disparaging"
## [1239] "disparagingly" "dispensable"
## [1241] "dispirit" "dispirited"
## [1243] "dispiritedly" "dispiriting"
## [1245] "displace" "displaced"
## [1247] "displease" "displeased"
## [1249] "displeasing" "displeasure"
## [1251] "disproportionate" "disprove"
## [1253] "disputable" "dispute"
## [1255] "disputed" "disquiet"
## [1257] "disquieting" "disquietingly"
## [1259] "disquietude" "disregard"
## [1261] "disregardful" "disreputable"
## [1263] "disrepute" "disrespect"
## [1265] "disrespectable" "disrespectablity"
## [1267] "disrespectful" "disrespectfully"
## [1269] "disrespectfulness" "disrespecting"
## [1271] "disrupt" "disruption"
## [1273] "disruptive" "diss"
## [1275] "dissapointed" "dissappointed"
## [1277] "dissappointing" "dissatisfaction"
## [1279] "dissatisfactory" "dissatisfied"
## [1281] "dissatisfies" "dissatisfy"
## [1283] "dissatisfying" "dissed"
## [1285] "dissemble" "dissembler"
## [1287] "dissension" "dissent"
## [1289] "dissenter" "dissention"
## [1291] "disservice" "disses"
## [1293] "dissidence" "dissident"
## [1295] "dissidents" "dissing"
## [1297] "dissocial" "dissolute"
## [1299] "dissolution" "dissonance"
## [1301] "dissonant" "dissonantly"
## [1303] "dissuade" "dissuasive"
## [1305] "distains" "distaste"
## [1307] "distasteful" "distastefully"
## [1309] "distort" "distorted"
## [1311] "distortion" "distorts"
## [1313] "distract" "distracting"
## [1315] "distraction" "distraught"
## [1317] "distraughtly" "distraughtness"
## [1319] "distress" "distressed"
## [1321] "distressing" "distressingly"
## [1323] "distrust" "distrustful"
## [1325] "distrusting" "disturb"
## [1327] "disturbance" "disturbed"
## [1329] "disturbing" "disturbingly"
## [1331] "disunity" "disvalue"
## [1333] "divergent" "divisive"
## [1335] "divisively" "divisiveness"
## [1337] "dizzing" "dizzingly"
## [1339] "dizzy" "doddering"
## [1341] "dodgey" "dogged"
## [1343] "doggedly" "dogmatic"
## [1345] "doldrums" "domineer"
## [1347] "domineering" "donside"
## [1349] "doom" "doomed"
## [1351] "doomsday" "dope"
## [1353] "doubt" "doubtful"
## [1355] "doubtfully" "doubts"
## [1357] "douchbag" "douchebag"
## [1359] "douchebags" "downbeat"
## [1361] "downcast" "downer"
## [1363] "downfall" "downfallen"
## [1365] "downgrade" "downhearted"
## [1367] "downheartedly" "downhill"
## [1369] "downside" "downsides"
## [1371] "downturn" "downturns"
## [1373] "drab" "draconian"
## [1375] "draconic" "drag"
## [1377] "dragged" "dragging"
## [1379] "dragoon" "drags"
## [1381] "drain" "drained"
## [1383] "draining" "drains"
## [1385] "drastic" "drastically"
## [1387] "drawback" "drawbacks"
## [1389] "dread" "dreadful"
## [1391] "dreadfully" "dreadfulness"
## [1393] "dreary" "dripped"
## [1395] "dripping" "drippy"
## [1397] "drips" "drones"
## [1399] "droop" "droops"
## [1401] "drop-out" "drop-outs"
## [1403] "dropout" "dropouts"
## [1405] "drought" "drowning"
## [1407] "drunk" "drunkard"
## [1409] "drunken" "dubious"
## [1411] "dubiously" "dubitable"
## [1413] "dud" "dull"
## [1415] "dullard" "dumb"
## [1417] "dumbfound" "dump"
## [1419] "dumped" "dumping"
## [1421] "dumps" "dunce"
## [1423] "dungeon" "dungeons"
## [1425] "dupe" "dust"
## [1427] "dusty" "dwindling"
## [1429] "dying" "earsplitting"
## [1431] "eccentric" "eccentricity"
## [1433] "effigy" "effrontery"
## [1435] "egocentric" "egomania"
## [1437] "egotism" "egotistical"
## [1439] "egotistically" "egregious"
## [1441] "egregiously" "election-rigger"
## [1443] "elimination" "emaciated"
## [1445] "emasculate" "embarrass"
## [1447] "embarrassing" "embarrassingly"
## [1449] "embarrassment" "embattled"
## [1451] "embroil" "embroiled"
## [1453] "embroilment" "emergency"
## [1455] "emphatic" "emphatically"
## [1457] "emptiness" "encroach"
## [1459] "encroachment" "endanger"
## [1461] "enemies" "enemy"
## [1463] "enervate" "enfeeble"
## [1465] "enflame" "engulf"
## [1467] "enjoin" "enmity"
## [1469] "enrage" "enraged"
## [1471] "enraging" "enslave"
## [1473] "entangle" "entanglement"
## [1475] "entrap" "entrapment"
## [1477] "envious" "enviously"
## [1479] "enviousness" "epidemic"
## [1481] "equivocal" "erase"
## [1483] "erode" "erodes"
## [1485] "erosion" "err"
## [1487] "errant" "erratic"
## [1489] "erratically" "erroneous"
## [1491] "erroneously" "error"
## [1493] "errors" "eruptions"
## [1495] "escapade" "eschew"
## [1497] "estranged" "evade"
## [1499] "evasion" "evasive"
## [1501] "evil" "evildoer"
## [1503] "evils" "eviscerate"
## [1505] "exacerbate" "exagerate"
## [1507] "exagerated" "exagerates"
## [1509] "exaggerate" "exaggeration"
## [1511] "exasperate" "exasperated"
## [1513] "exasperating" "exasperatingly"
## [1515] "exasperation" "excessive"
## [1517] "excessively" "exclusion"
## [1519] "excoriate" "excruciating"
## [1521] "excruciatingly" "excuse"
## [1523] "excuses" "execrate"
## [1525] "exhaust" "exhausted"
## [1527] "exhaustion" "exhausts"
## [1529] "exhorbitant" "exhort"
## [1531] "exile" "exorbitant"
## [1533] "exorbitantance" "exorbitantly"
## [1535] "expel" "expensive"
## [1537] "expire" "expired"
## [1539] "explode" "exploit"
## [1541] "exploitation" "explosive"
## [1543] "expropriate" "expropriation"
## [1545] "expulse" "expunge"
## [1547] "exterminate" "extermination"
## [1549] "extinguish" "extort"
## [1551] "extortion" "extraneous"
## [1553] "extravagance" "extravagant"
## [1555] "extravagantly" "extremism"
## [1557] "extremist" "extremists"
## [1559] "eyesore" "f**k"
## [1561] "fabricate" "fabrication"
## [1563] "facetious" "facetiously"
## [1565] "fail" "failed"
## [1567] "failing" "fails"
## [1569] "failure" "failures"
## [1571] "faint" "fainthearted"
## [1573] "faithless" "fake"
## [1575] "fall" "fallacies"
## [1577] "fallacious" "fallaciously"
## [1579] "fallaciousness" "fallacy"
## [1581] "fallen" "falling"
## [1583] "fallout" "falls"
## [1585] "false" "falsehood"
## [1587] "falsely" "falsify"
## [1589] "falter" "faltered"
## [1591] "famine" "famished"
## [1593] "fanatic" "fanatical"
## [1595] "fanatically" "fanaticism"
## [1597] "fanatics" "fanciful"
## [1599] "far-fetched" "farce"
## [1601] "farcical" "farcical-yet-provocative"
## [1603] "farcically" "farfetched"
## [1605] "fascism" "fascist"
## [1607] "fastidious" "fastidiously"
## [1609] "fastuous" "fat"
## [1611] "fat-cat" "fat-cats"
## [1613] "fatal" "fatalistic"
## [1615] "fatalistically" "fatally"
## [1617] "fatcat" "fatcats"
## [1619] "fateful" "fatefully"
## [1621] "fathomless" "fatigue"
## [1623] "fatigued" "fatique"
## [1625] "fatty" "fatuity"
## [1627] "fatuous" "fatuously"
## [1629] "fault" "faults"
## [1631] "faulty" "fawningly"
## [1633] "faze" "fear"
## [1635] "fearful" "fearfully"
## [1637] "fears" "fearsome"
## [1639] "feckless" "feeble"
## [1641] "feeblely" "feebleminded"
## [1643] "feign" "feint"
## [1645] "fell" "felon"
## [1647] "felonious" "ferociously"
## [1649] "ferocity" "fetid"
## [1651] "fever" "feverish"
## [1653] "fevers" "fiasco"
## [1655] "fib" "fibber"
## [1657] "fickle" "fiction"
## [1659] "fictional" "fictitious"
## [1661] "fidget" "fidgety"
## [1663] "fiend" "fiendish"
## [1665] "fierce" "figurehead"
## [1667] "filth" "filthy"
## [1669] "finagle" "finicky"
## [1671] "fissures" "fist"
## [1673] "flabbergast" "flabbergasted"
## [1675] "flagging" "flagrant"
## [1677] "flagrantly" "flair"
## [1679] "flairs" "flak"
## [1681] "flake" "flakey"
## [1683] "flakieness" "flaking"
## [1685] "flaky" "flare"
## [1687] "flares" "flareup"
## [1689] "flareups" "flat-out"
## [1691] "flaunt" "flaw"
## [1693] "flawed" "flaws"
## [1695] "flee" "fleed"
## [1697] "fleeing" "fleer"
## [1699] "flees" "fleeting"
## [1701] "flicering" "flicker"
## [1703] "flickering" "flickers"
## [1705] "flighty" "flimflam"
## [1707] "flimsy" "flirt"
## [1709] "flirty" "floored"
## [1711] "flounder" "floundering"
## [1713] "flout" "fluster"
## [1715] "foe" "fool"
## [1717] "fooled" "foolhardy"
## [1719] "foolish" "foolishly"
## [1721] "foolishness" "forbid"
## [1723] "forbidden" "forbidding"
## [1725] "forceful" "foreboding"
## [1727] "forebodingly" "forfeit"
## [1729] "forged" "forgetful"
## [1731] "forgetfully" "forgetfulness"
## [1733] "forlorn" "forlornly"
## [1735] "forsake" "forsaken"
## [1737] "forswear" "foul"
## [1739] "foully" "foulness"
## [1741] "fractious" "fractiously"
## [1743] "fracture" "fragile"
## [1745] "fragmented" "frail"
## [1747] "frantic" "frantically"
## [1749] "franticly" "fraud"
## [1751] "fraudulent" "fraught"
## [1753] "frazzle" "frazzled"
## [1755] "freak" "freaking"
## [1757] "freakish" "freakishly"
## [1759] "freaks" "freeze"
## [1761] "freezes" "freezing"
## [1763] "frenetic" "frenetically"
## [1765] "frenzied" "frenzy"
## [1767] "fret" "fretful"
## [1769] "frets" "friction"
## [1771] "frictions" "fried"
## [1773] "friggin" "frigging"
## [1775] "fright" "frighten"
## [1777] "frightening" "frighteningly"
## [1779] "frightful" "frightfully"
## [1781] "frigid" "frost"
## [1783] "frown" "froze"
## [1785] "frozen" "fruitless"
## [1787] "fruitlessly" "frustrate"
## [1789] "frustrated" "frustrates"
## [1791] "frustrating" "frustratingly"
## [1793] "frustration" "frustrations"
## [1795] "fuck" "fucking"
## [1797] "fudge" "fugitive"
## [1799] "full-blown" "fulminate"
## [1801] "fumble" "fume"
## [1803] "fumes" "fundamentalism"
## [1805] "funky" "funnily"
## [1807] "funny" "furious"
## [1809] "furiously" "furor"
## [1811] "fury" "fuss"
## [1813] "fussy" "fustigate"
## [1815] "fusty" "futile"
## [1817] "futilely" "futility"
## [1819] "fuzzy" "gabble"
## [1821] "gaff" "gaffe"
## [1823] "gainsay" "gainsayer"
## [1825] "gall" "galling"
## [1827] "gallingly" "galls"
## [1829] "gangster" "gape"
## [1831] "garbage" "garish"
## [1833] "gasp" "gauche"
## [1835] "gaudy" "gawk"
## [1837] "gawky" "geezer"
## [1839] "genocide" "get-rich"
## [1841] "ghastly" "ghetto"
## [1843] "ghosting" "gibber"
## [1845] "gibberish" "gibe"
## [1847] "giddy" "gimmick"
## [1849] "gimmicked" "gimmicking"
## [1851] "gimmicks" "gimmicky"
## [1853] "glare" "glaringly"
## [1855] "glib" "glibly"
## [1857] "glitch" "glitches"
## [1859] "gloatingly" "gloom"
## [1861] "gloomy" "glower"
## [1863] "glum" "glut"
## [1865] "gnawing" "goad"
## [1867] "goading" "god-awful"
## [1869] "goof" "goofy"
## [1871] "goon" "gossip"
## [1873] "graceless" "gracelessly"
## [1875] "graft" "grainy"
## [1877] "grapple" "grate"
## [1879] "grating" "gravely"
## [1881] "greasy" "greed"
## [1883] "greedy" "grief"
## [1885] "grievance" "grievances"
## [1887] "grieve" "grieving"
## [1889] "grievous" "grievously"
## [1891] "grim" "grimace"
## [1893] "grind" "gripe"
## [1895] "gripes" "grisly"
## [1897] "gritty" "gross"
## [1899] "grossly" "grotesque"
## [1901] "grouch" "grouchy"
## [1903] "groundless" "grouse"
## [1905] "growl" "grudge"
## [1907] "grudges" "grudging"
## [1909] "grudgingly" "gruesome"
## [1911] "gruesomely" "gruff"
## [1913] "grumble" "grumpier"
## [1915] "grumpiest" "grumpily"
## [1917] "grumpish" "grumpy"
## [1919] "guile" "guilt"
## [1921] "guiltily" "guilty"
## [1923] "gullible" "gutless"
## [1925] "gutter" "hack"
## [1927] "hacks" "haggard"
## [1929] "haggle" "hairloss"
## [1931] "halfhearted" "halfheartedly"
## [1933] "hallucinate" "hallucination"
## [1935] "hamper" "hampered"
## [1937] "handicapped" "hang"
## [1939] "hangs" "haphazard"
## [1941] "hapless" "harangue"
## [1943] "harass" "harassed"
## [1945] "harasses" "harassment"
## [1947] "harboring" "harbors"
## [1949] "hard" "hard-hit"
## [1951] "hard-line" "hard-liner"
## [1953] "hardball" "harden"
## [1955] "hardened" "hardheaded"
## [1957] "hardhearted" "hardliner"
## [1959] "hardliners" "hardship"
## [1961] "hardships" "harm"
## [1963] "harmed" "harmful"
## [1965] "harms" "harpy"
## [1967] "harridan" "harried"
## [1969] "harrow" "harsh"
## [1971] "harshly" "hasseling"
## [1973] "hassle" "hassled"
## [1975] "hassles" "haste"
## [1977] "hastily" "hasty"
## [1979] "hate" "hated"
## [1981] "hateful" "hatefully"
## [1983] "hatefulness" "hater"
## [1985] "haters" "hates"
## [1987] "hating" "hatred"
## [1989] "haughtily" "haughty"
## [1991] "haunt" "haunting"
## [1993] "havoc" "hawkish"
## [1995] "haywire" "hazard"
## [1997] "hazardous" "haze"
## [1999] "hazy" "head-aches"
## [2001] "headache" "headaches"
## [2003] "heartbreaker" "heartbreaking"
## [2005] "heartbreakingly" "heartless"
## [2007] "heathen" "heavy-handed"
## [2009] "heavyhearted" "heck"
## [2011] "heckle" "heckled"
## [2013] "heckles" "hectic"
## [2015] "hedge" "hedonistic"
## [2017] "heedless" "hefty"
## [2019] "hegemonism" "hegemonistic"
## [2021] "hegemony" "heinous"
## [2023] "hell" "hell-bent"
## [2025] "hellion" "hells"
## [2027] "helpless" "helplessly"
## [2029] "helplessness" "heresy"
## [2031] "heretic" "heretical"
## [2033] "hesitant" "hestitant"
## [2035] "hideous" "hideously"
## [2037] "hideousness" "high-priced"
## [2039] "hiliarious" "hinder"
## [2041] "hindrance" "hiss"
## [2043] "hissed" "hissing"
## [2045] "ho-hum" "hoard"
## [2047] "hoax" "hobble"
## [2049] "hogs" "hollow"
## [2051] "hoodium" "hoodwink"
## [2053] "hooligan" "hopeless"
## [2055] "hopelessly" "hopelessness"
## [2057] "horde" "horrendous"
## [2059] "horrendously" "horrible"
## [2061] "horrid" "horrific"
## [2063] "horrified" "horrifies"
## [2065] "horrify" "horrifying"
## [2067] "horrifys" "hostage"
## [2069] "hostile" "hostilities"
## [2071] "hostility" "hotbeds"
## [2073] "hothead" "hotheaded"
## [2075] "hothouse" "hubris"
## [2077] "huckster" "hum"
## [2079] "humid" "humiliate"
## [2081] "humiliating" "humiliation"
## [2083] "humming" "hung"
## [2085] "hurt" "hurted"
## [2087] "hurtful" "hurting"
## [2089] "hurts" "hustler"
## [2091] "hype" "hypocricy"
## [2093] "hypocrisy" "hypocrite"
## [2095] "hypocrites" "hypocritical"
## [2097] "hypocritically" "hysteria"
## [2099] "hysteric" "hysterical"
## [2101] "hysterically" "hysterics"
## [2103] "idiocies" "idiocy"
## [2105] "idiot" "idiotic"
## [2107] "idiotically" "idiots"
## [2109] "idle" "ignoble"
## [2111] "ignominious" "ignominiously"
## [2113] "ignominy" "ignorance"
## [2115] "ignorant" "ignore"
## [2117] "ill-advised" "ill-conceived"
## [2119] "ill-defined" "ill-designed"
## [2121] "ill-fated" "ill-favored"
## [2123] "ill-formed" "ill-mannered"
## [2125] "ill-natured" "ill-sorted"
## [2127] "ill-tempered" "ill-treated"
## [2129] "ill-treatment" "ill-usage"
## [2131] "ill-used" "illegal"
## [2133] "illegally" "illegitimate"
## [2135] "illicit" "illiterate"
## [2137] "illness" "illogic"
## [2139] "illogical" "illogically"
## [2141] "illusion" "illusions"
## [2143] "illusory" "imaginary"
## [2145] "imbalance" "imbecile"
## [2147] "imbroglio" "immaterial"
## [2149] "immature" "imminence"
## [2151] "imminently" "immobilized"
## [2153] "immoderate" "immoderately"
## [2155] "immodest" "immoral"
## [2157] "immorality" "immorally"
## [2159] "immovable" "impair"
## [2161] "impaired" "impasse"
## [2163] "impatience" "impatient"
## [2165] "impatiently" "impeach"
## [2167] "impedance" "impede"
## [2169] "impediment" "impending"
## [2171] "impenitent" "imperfect"
## [2173] "imperfection" "imperfections"
## [2175] "imperfectly" "imperialist"
## [2177] "imperil" "imperious"
## [2179] "imperiously" "impermissible"
## [2181] "impersonal" "impertinent"
## [2183] "impetuous" "impetuously"
## [2185] "impiety" "impinge"
## [2187] "impious" "implacable"
## [2189] "implausible" "implausibly"
## [2191] "implicate" "implication"
## [2193] "implode" "impolite"
## [2195] "impolitely" "impolitic"
## [2197] "importunate" "importune"
## [2199] "impose" "imposers"
## [2201] "imposing" "imposition"
## [2203] "impossible" "impossiblity"
## [2205] "impossibly" "impotent"
## [2207] "impoverish" "impoverished"
## [2209] "impractical" "imprecate"
## [2211] "imprecise" "imprecisely"
## [2213] "imprecision" "imprison"
## [2215] "imprisonment" "improbability"
## [2217] "improbable" "improbably"
## [2219] "improper" "improperly"
## [2221] "impropriety" "imprudence"
## [2223] "imprudent" "impudence"
## [2225] "impudent" "impudently"
## [2227] "impugn" "impulsive"
## [2229] "impulsively" "impunity"
## [2231] "impure" "impurity"
## [2233] "inability" "inaccuracies"
## [2235] "inaccuracy" "inaccurate"
## [2237] "inaccurately" "inaction"
## [2239] "inactive" "inadequacy"
## [2241] "inadequate" "inadequately"
## [2243] "inadverent" "inadverently"
## [2245] "inadvisable" "inadvisably"
## [2247] "inane" "inanely"
## [2249] "inappropriate" "inappropriately"
## [2251] "inapt" "inaptitude"
## [2253] "inarticulate" "inattentive"
## [2255] "inaudible" "incapable"
## [2257] "incapably" "incautious"
## [2259] "incendiary" "incense"
## [2261] "incessant" "incessantly"
## [2263] "incite" "incitement"
## [2265] "incivility" "inclement"
## [2267] "incognizant" "incoherence"
## [2269] "incoherent" "incoherently"
## [2271] "incommensurate" "incomparable"
## [2273] "incomparably" "incompatability"
## [2275] "incompatibility" "incompatible"
## [2277] "incompetence" "incompetent"
## [2279] "incompetently" "incomplete"
## [2281] "incompliant" "incomprehensible"
## [2283] "incomprehension" "inconceivable"
## [2285] "inconceivably" "incongruous"
## [2287] "incongruously" "inconsequent"
## [2289] "inconsequential" "inconsequentially"
## [2291] "inconsequently" "inconsiderate"
## [2293] "inconsiderately" "inconsistence"
## [2295] "inconsistencies" "inconsistency"
## [2297] "inconsistent" "inconsolable"
## [2299] "inconsolably" "inconstant"
## [2301] "inconvenience" "inconveniently"
## [2303] "incorrect" "incorrectly"
## [2305] "incorrigible" "incorrigibly"
## [2307] "incredulous" "incredulously"
## [2309] "inculcate" "indecency"
## [2311] "indecent" "indecently"
## [2313] "indecision" "indecisive"
## [2315] "indecisively" "indecorum"
## [2317] "indefensible" "indelicate"
## [2319] "indeterminable" "indeterminably"
## [2321] "indeterminate" "indifference"
## [2323] "indifferent" "indigent"
## [2325] "indignant" "indignantly"
## [2327] "indignation" "indignity"
## [2329] "indiscernible" "indiscreet"
## [2331] "indiscreetly" "indiscretion"
## [2333] "indiscriminate" "indiscriminately"
## [2335] "indiscriminating" "indistinguishable"
## [2337] "indoctrinate" "indoctrination"
## [2339] "indolent" "indulge"
## [2341] "ineffective" "ineffectively"
## [2343] "ineffectiveness" "ineffectual"
## [2345] "ineffectually" "ineffectualness"
## [2347] "inefficacious" "inefficacy"
## [2349] "inefficiency" "inefficient"
## [2351] "inefficiently" "inelegance"
## [2353] "inelegant" "ineligible"
## [2355] "ineloquent" "ineloquently"
## [2357] "inept" "ineptitude"
## [2359] "ineptly" "inequalities"
## [2361] "inequality" "inequitable"
## [2363] "inequitably" "inequities"
## [2365] "inescapable" "inescapably"
## [2367] "inessential" "inevitable"
## [2369] "inevitably" "inexcusable"
## [2371] "inexcusably" "inexorable"
## [2373] "inexorably" "inexperience"
## [2375] "inexperienced" "inexpert"
## [2377] "inexpertly" "inexpiable"
## [2379] "inexplainable" "inextricable"
## [2381] "inextricably" "infamous"
## [2383] "infamously" "infamy"
## [2385] "infected" "infection"
## [2387] "infections" "inferior"
## [2389] "inferiority" "infernal"
## [2391] "infest" "infested"
## [2393] "infidel" "infidels"
## [2395] "infiltrator" "infiltrators"
## [2397] "infirm" "inflame"
## [2399] "inflammation" "inflammatory"
## [2401] "inflammed" "inflated"
## [2403] "inflationary" "inflexible"
## [2405] "inflict" "infraction"
## [2407] "infringe" "infringement"
## [2409] "infringements" "infuriate"
## [2411] "infuriated" "infuriating"
## [2413] "infuriatingly" "inglorious"
## [2415] "ingrate" "ingratitude"
## [2417] "inhibit" "inhibition"
## [2419] "inhospitable" "inhospitality"
## [2421] "inhuman" "inhumane"
## [2423] "inhumanity" "inimical"
## [2425] "inimically" "iniquitous"
## [2427] "iniquity" "injudicious"
## [2429] "injure" "injurious"
## [2431] "injury" "injustice"
## [2433] "injustices" "innuendo"
## [2435] "inoperable" "inopportune"
## [2437] "inordinate" "inordinately"
## [2439] "insane" "insanely"
## [2441] "insanity" "insatiable"
## [2443] "insecure" "insecurity"
## [2445] "insensible" "insensitive"
## [2447] "insensitively" "insensitivity"
## [2449] "insidious" "insidiously"
## [2451] "insignificance" "insignificant"
## [2453] "insignificantly" "insincere"
## [2455] "insincerely" "insincerity"
## [2457] "insinuate" "insinuating"
## [2459] "insinuation" "insociable"
## [2461] "insolence" "insolent"
## [2463] "insolently" "insolvent"
## [2465] "insouciance" "instability"
## [2467] "instable" "instigate"
## [2469] "instigator" "instigators"
## [2471] "insubordinate" "insubstantial"
## [2473] "insubstantially" "insufferable"
## [2475] "insufferably" "insufficiency"
## [2477] "insufficient" "insufficiently"
## [2479] "insular" "insult"
## [2481] "insulted" "insulting"
## [2483] "insultingly" "insults"
## [2485] "insupportable" "insupportably"
## [2487] "insurmountable" "insurmountably"
## [2489] "insurrection" "intefere"
## [2491] "inteferes" "intense"
## [2493] "interfere" "interference"
## [2495] "interferes" "intermittent"
## [2497] "interrupt" "interruption"
## [2499] "interruptions" "intimidate"
## [2501] "intimidating" "intimidatingly"
## [2503] "intimidation" "intolerable"
## [2505] "intolerablely" "intolerance"
## [2507] "intoxicate" "intractable"
## [2509] "intransigence" "intransigent"
## [2511] "intrude" "intrusion"
## [2513] "intrusive" "inundate"
## [2515] "inundated" "invader"
## [2517] "invalid" "invalidate"
## [2519] "invalidity" "invasive"
## [2521] "invective" "inveigle"
## [2523] "invidious" "invidiously"
## [2525] "invidiousness" "invisible"
## [2527] "involuntarily" "involuntary"
## [2529] "irascible" "irate"
## [2531] "irately" "ire"
## [2533] "irk" "irked"
## [2535] "irking" "irks"
## [2537] "irksome" "irksomely"
## [2539] "irksomeness" "irksomenesses"
## [2541] "ironic" "ironical"
## [2543] "ironically" "ironies"
## [2545] "irony" "irragularity"
## [2547] "irrational" "irrationalities"
## [2549] "irrationality" "irrationally"
## [2551] "irrationals" "irreconcilable"
## [2553] "irrecoverable" "irrecoverableness"
## [2555] "irrecoverablenesses" "irrecoverably"
## [2557] "irredeemable" "irredeemably"
## [2559] "irreformable" "irregular"
## [2561] "irregularity" "irrelevance"
## [2563] "irrelevant" "irreparable"
## [2565] "irreplacible" "irrepressible"
## [2567] "irresolute" "irresolvable"
## [2569] "irresponsible" "irresponsibly"
## [2571] "irretating" "irretrievable"
## [2573] "irreversible" "irritable"
## [2575] "irritably" "irritant"
## [2577] "irritate" "irritated"
## [2579] "irritating" "irritation"
## [2581] "irritations" "isolate"
## [2583] "isolated" "isolation"
## [2585] "issue" "issues"
## [2587] "itch" "itching"
## [2589] "itchy" "jabber"
## [2591] "jaded" "jagged"
## [2593] "jam" "jarring"
## [2595] "jaundiced" "jealous"
## [2597] "jealously" "jealousness"
## [2599] "jealousy" "jeer"
## [2601] "jeering" "jeeringly"
## [2603] "jeers" "jeopardize"
## [2605] "jeopardy" "jerk"
## [2607] "jerky" "jitter"
## [2609] "jitters" "jittery"
## [2611] "job-killing" "jobless"
## [2613] "joke" "joker"
## [2615] "jolt" "judder"
## [2617] "juddering" "judders"
## [2619] "jumpy" "junk"
## [2621] "junky" "junkyard"
## [2623] "jutter" "jutters"
## [2625] "kaput" "kill"
## [2627] "killed" "killer"
## [2629] "killing" "killjoy"
## [2631] "kills" "knave"
## [2633] "knife" "knock"
## [2635] "knotted" "kook"
## [2637] "kooky" "lack"
## [2639] "lackadaisical" "lacked"
## [2641] "lackey" "lackeys"
## [2643] "lacking" "lackluster"
## [2645] "lacks" "laconic"
## [2647] "lag" "lagged"
## [2649] "lagging" "laggy"
## [2651] "lags" "laid-off"
## [2653] "lambast" "lambaste"
## [2655] "lame" "lame-duck"
## [2657] "lament" "lamentable"
## [2659] "lamentably" "languid"
## [2661] "languish" "languor"
## [2663] "languorous" "languorously"
## [2665] "lanky" "lapse"
## [2667] "lapsed" "lapses"
## [2669] "lascivious" "last-ditch"
## [2671] "latency" "laughable"
## [2673] "laughably" "laughingstock"
## [2675] "lawbreaker" "lawbreaking"
## [2677] "lawless" "lawlessness"
## [2679] "layoff" "layoff-happy"
## [2681] "lazy" "leak"
## [2683] "leakage" "leakages"
## [2685] "leaking" "leaks"
## [2687] "leaky" "lech"
## [2689] "lecher" "lecherous"
## [2691] "lechery" "leech"
## [2693] "leer" "leery"
## [2695] "left-leaning" "lemon"
## [2697] "lengthy" "less-developed"
## [2699] "lesser-known" "letch"
## [2701] "lethal" "lethargic"
## [2703] "lethargy" "lewd"
## [2705] "lewdly" "lewdness"
## [2707] "liability" "liable"
## [2709] "liar" "liars"
## [2711] "licentious" "licentiously"
## [2713] "licentiousness" "lie"
## [2715] "lied" "lier"
## [2717] "lies" "life-threatening"
## [2719] "lifeless" "limit"
## [2721] "limitation" "limitations"
## [2723] "limited" "limits"
## [2725] "limp" "listless"
## [2727] "litigious" "little-known"
## [2729] "livid" "lividly"
## [2731] "loath" "loathe"
## [2733] "loathing" "loathly"
## [2735] "loathsome" "loathsomely"
## [2737] "lone" "loneliness"
## [2739] "lonely" "loner"
## [2741] "lonesome" "long-time"
## [2743] "long-winded" "longing"
## [2745] "longingly" "loophole"
## [2747] "loopholes" "loose"
## [2749] "loot" "lorn"
## [2751] "lose" "loser"
## [2753] "losers" "loses"
## [2755] "losing" "loss"
## [2757] "losses" "lost"
## [2759] "loud" "louder"
## [2761] "lousy" "loveless"
## [2763] "lovelorn" "low-rated"
## [2765] "lowly" "ludicrous"
## [2767] "ludicrously" "lugubrious"
## [2769] "lukewarm" "lull"
## [2771] "lumpy" "lunatic"
## [2773] "lunaticism" "lurch"
## [2775] "lure" "lurid"
## [2777] "lurk" "lurking"
## [2779] "lying" "macabre"
## [2781] "mad" "madden"
## [2783] "maddening" "maddeningly"
## [2785] "madder" "madly"
## [2787] "madman" "madness"
## [2789] "maladjusted" "maladjustment"
## [2791] "malady" "malaise"
## [2793] "malcontent" "malcontented"
## [2795] "maledict" "malevolence"
## [2797] "malevolent" "malevolently"
## [2799] "malice" "malicious"
## [2801] "maliciously" "maliciousness"
## [2803] "malign" "malignant"
## [2805] "malodorous" "maltreatment"
## [2807] "mangle" "mangled"
## [2809] "mangles" "mangling"
## [2811] "mania" "maniac"
## [2813] "maniacal" "manic"
## [2815] "manipulate" "manipulation"
## [2817] "manipulative" "manipulators"
## [2819] "mar" "marginal"
## [2821] "marginally" "martyrdom"
## [2823] "martyrdom-seeking" "mashed"
## [2825] "massacre" "massacres"
## [2827] "matte" "mawkish"
## [2829] "mawkishly" "mawkishness"
## [2831] "meager" "meaningless"
## [2833] "meanness" "measly"
## [2835] "meddle" "meddlesome"
## [2837] "mediocre" "mediocrity"
## [2839] "melancholy" "melodramatic"
## [2841] "melodramatically" "meltdown"
## [2843] "menace" "menacing"
## [2845] "menacingly" "mendacious"
## [2847] "mendacity" "menial"
## [2849] "merciless" "mercilessly"
## [2851] "mess" "messed"
## [2853] "messes" "messing"
## [2855] "messy" "midget"
## [2857] "miff" "militancy"
## [2859] "mindless" "mindlessly"
## [2861] "mirage" "mire"
## [2863] "misalign" "misaligned"
## [2865] "misaligns" "misapprehend"
## [2867] "misbecome" "misbecoming"
## [2869] "misbegotten" "misbehave"
## [2871] "misbehavior" "miscalculate"
## [2873] "miscalculation" "miscellaneous"
## [2875] "mischief" "mischievous"
## [2877] "mischievously" "misconception"
## [2879] "misconceptions" "miscreant"
## [2881] "miscreants" "misdirection"
## [2883] "miser" "miserable"
## [2885] "miserableness" "miserably"
## [2887] "miseries" "miserly"
## [2889] "misery" "misfit"
## [2891] "misfortune" "misgiving"
## [2893] "misgivings" "misguidance"
## [2895] "misguide" "misguided"
## [2897] "mishandle" "mishap"
## [2899] "misinform" "misinformed"
## [2901] "misinterpret" "misjudge"
## [2903] "misjudgment" "mislead"
## [2905] "misleading" "misleadingly"
## [2907] "mislike" "mismanage"
## [2909] "mispronounce" "mispronounced"
## [2911] "mispronounces" "misread"
## [2913] "misreading" "misrepresent"
## [2915] "misrepresentation" "miss"
## [2917] "missed" "misses"
## [2919] "misstatement" "mist"
## [2921] "mistake" "mistaken"
## [2923] "mistakenly" "mistakes"
## [2925] "mistified" "mistress"
## [2927] "mistrust" "mistrustful"
## [2929] "mistrustfully" "mists"
## [2931] "misunderstand" "misunderstanding"
## [2933] "misunderstandings" "misunderstood"
## [2935] "misuse" "moan"
## [2937] "mobster" "mock"
## [2939] "mocked" "mockeries"
## [2941] "mockery" "mocking"
## [2943] "mockingly" "mocks"
## [2945] "molest" "molestation"
## [2947] "monotonous" "monotony"
## [2949] "monster" "monstrosities"
## [2951] "monstrosity" "monstrous"
## [2953] "monstrously" "moody"
## [2955] "moot" "mope"
## [2957] "morbid" "morbidly"
## [2959] "mordant" "mordantly"
## [2961] "moribund" "moron"
## [2963] "moronic" "morons"
## [2965] "mortification" "mortified"
## [2967] "mortify" "mortifying"
## [2969] "motionless" "motley"
## [2971] "mourn" "mourner"
## [2973] "mournful" "mournfully"
## [2975] "muddle" "muddy"
## [2977] "mudslinger" "mudslinging"
## [2979] "mulish" "multi-polarization"
## [2981] "mundane" "murder"
## [2983] "murderer" "murderous"
## [2985] "murderously" "murky"
## [2987] "muscle-flexing" "mushy"
## [2989] "musty" "mysterious"
## [2991] "mysteriously" "mystery"
## [2993] "mystify" "myth"
## [2995] "nag" "nagging"
## [2997] "naive" "naively"
## [2999] "narrower" "nastily"
## [3001] "nastiness" "nasty"
## [3003] "naughty" "nauseate"
## [3005] "nauseates" "nauseating"
## [3007] "nauseatingly" "na?ve"
## [3009] "nebulous" "nebulously"
## [3011] "needless" "needlessly"
## [3013] "needy" "nefarious"
## [3015] "nefariously" "negate"
## [3017] "negation" "negative"
## [3019] "negatives" "negativity"
## [3021] "neglect" "neglected"
## [3023] "negligence" "negligent"
## [3025] "nemesis" "nepotism"
## [3027] "nervous" "nervously"
## [3029] "nervousness" "nettle"
## [3031] "nettlesome" "neurotic"
## [3033] "neurotically" "niggle"
## [3035] "niggles" "nightmare"
## [3037] "nightmarish" "nightmarishly"
## [3039] "nitpick" "nitpicking"
## [3041] "noise" "noises"
## [3043] "noisier" "noisy"
## [3045] "non-confidence" "nonexistent"
## [3047] "nonresponsive" "nonsense"
## [3049] "nosey" "notoriety"
## [3051] "notorious" "notoriously"
## [3053] "noxious" "nuisance"
## [3055] "numb" "obese"
## [3057] "object" "objection"
## [3059] "objectionable" "objections"
## [3061] "oblique" "obliterate"
## [3063] "obliterated" "oblivious"
## [3065] "obnoxious" "obnoxiously"
## [3067] "obscene" "obscenely"
## [3069] "obscenity" "obscure"
## [3071] "obscured" "obscures"
## [3073] "obscurity" "obsess"
## [3075] "obsessive" "obsessively"
## [3077] "obsessiveness" "obsolete"
## [3079] "obstacle" "obstinate"
## [3081] "obstinately" "obstruct"
## [3083] "obstructed" "obstructing"
## [3085] "obstruction" "obstructs"
## [3087] "obtrusive" "obtuse"
## [3089] "occlude" "occluded"
## [3091] "occludes" "occluding"
## [3093] "odd" "odder"
## [3095] "oddest" "oddities"
## [3097] "oddity" "oddly"
## [3099] "odor" "offence"
## [3101] "offend" "offender"
## [3103] "offending" "offenses"
## [3105] "offensive" "offensively"
## [3107] "offensiveness" "officious"
## [3109] "ominous" "ominously"
## [3111] "omission" "omit"
## [3113] "one-sided" "onerous"
## [3115] "onerously" "onslaught"
## [3117] "opinionated" "opponent"
## [3119] "opportunistic" "oppose"
## [3121] "opposition" "oppositions"
## [3123] "oppress" "oppression"
## [3125] "oppressive" "oppressively"
## [3127] "oppressiveness" "oppressors"
## [3129] "ordeal" "orphan"
## [3131] "ostracize" "outbreak"
## [3133] "outburst" "outbursts"
## [3135] "outcast" "outcry"
## [3137] "outlaw" "outmoded"
## [3139] "outrage" "outraged"
## [3141] "outrageous" "outrageously"
## [3143] "outrageousness" "outrages"
## [3145] "outsider" "over-acted"
## [3147] "over-awe" "over-balanced"
## [3149] "over-hyped" "over-priced"
## [3151] "over-valuation" "overact"
## [3153] "overacted" "overawe"
## [3155] "overbalance" "overbalanced"
## [3157] "overbearing" "overbearingly"
## [3159] "overblown" "overdo"
## [3161] "overdone" "overdue"
## [3163] "overemphasize" "overheat"
## [3165] "overkill" "overloaded"
## [3167] "overlook" "overpaid"
## [3169] "overpayed" "overplay"
## [3171] "overpower" "overpriced"
## [3173] "overrated" "overreach"
## [3175] "overrun" "overshadow"
## [3177] "oversight" "oversights"
## [3179] "oversimplification" "oversimplified"
## [3181] "oversimplify" "oversize"
## [3183] "overstate" "overstated"
## [3185] "overstatement" "overstatements"
## [3187] "overstates" "overtaxed"
## [3189] "overthrow" "overthrows"
## [3191] "overturn" "overweight"
## [3193] "overwhelm" "overwhelmed"
## [3195] "overwhelming" "overwhelmingly"
## [3197] "overwhelms" "overzealous"
## [3199] "overzealously" "overzelous"
## [3201] "pain" "painful"
## [3203] "painfull" "painfully"
## [3205] "pains" "pale"
## [3207] "pales" "paltry"
## [3209] "pan" "pandemonium"
## [3211] "pander" "pandering"
## [3213] "panders" "panic"
## [3215] "panick" "panicked"
## [3217] "panicking" "panicky"
## [3219] "paradoxical" "paradoxically"
## [3221] "paralize" "paralyzed"
## [3223] "paranoia" "paranoid"
## [3225] "parasite" "pariah"
## [3227] "parody" "partiality"
## [3229] "partisan" "partisans"
## [3231] "passe" "passive"
## [3233] "passiveness" "pathetic"
## [3235] "pathetically" "patronize"
## [3237] "paucity" "pauper"
## [3239] "paupers" "payback"
## [3241] "peculiar" "peculiarly"
## [3243] "pedantic" "peeled"
## [3245] "peeve" "peeved"
## [3247] "peevish" "peevishly"
## [3249] "penalize" "penalty"
## [3251] "perfidious" "perfidity"
## [3253] "perfunctory" "peril"
## [3255] "perilous" "perilously"
## [3257] "perish" "pernicious"
## [3259] "perplex" "perplexed"
## [3261] "perplexing" "perplexity"
## [3263] "persecute" "persecution"
## [3265] "pertinacious" "pertinaciously"
## [3267] "pertinacity" "perturb"
## [3269] "perturbed" "pervasive"
## [3271] "perverse" "perversely"
## [3273] "perversion" "perversity"
## [3275] "pervert" "perverted"
## [3277] "perverts" "pessimism"
## [3279] "pessimistic" "pessimistically"
## [3281] "pest" "pestilent"
## [3283] "petrified" "petrify"
## [3285] "pettifog" "petty"
## [3287] "phobia" "phobic"
## [3289] "phony" "picket"
## [3291] "picketed" "picketing"
## [3293] "pickets" "picky"
## [3295] "pig" "pigs"
## [3297] "pillage" "pillory"
## [3299] "pimple" "pinch"
## [3301] "pique" "pitiable"
## [3303] "pitiful" "pitifully"
## [3305] "pitiless" "pitilessly"
## [3307] "pittance" "pity"
## [3309] "plagiarize" "plague"
## [3311] "plasticky" "plaything"
## [3313] "plea" "pleas"
## [3315] "plebeian" "plight"
## [3317] "plot" "plotters"
## [3319] "ploy" "plunder"
## [3321] "plunderer" "pointless"
## [3323] "pointlessly" "poison"
## [3325] "poisonous" "poisonously"
## [3327] "pokey" "poky"
## [3329] "polarisation" "polemize"
## [3331] "pollute" "polluter"
## [3333] "polluters" "polution"
## [3335] "pompous" "poor"
## [3337] "poorer" "poorest"
## [3339] "poorly" "posturing"
## [3341] "pout" "poverty"
## [3343] "powerless" "prate"
## [3345] "pratfall" "prattle"
## [3347] "precarious" "precariously"
## [3349] "precipitate" "precipitous"
## [3351] "predatory" "predicament"
## [3353] "prejudge" "prejudice"
## [3355] "prejudices" "prejudicial"
## [3357] "premeditated" "preoccupy"
## [3359] "preposterous" "preposterously"
## [3361] "presumptuous" "presumptuously"
## [3363] "pretence" "pretend"
## [3365] "pretense" "pretentious"
## [3367] "pretentiously" "prevaricate"
## [3369] "pricey" "pricier"
## [3371] "prick" "prickle"
## [3373] "prickles" "prideful"
## [3375] "prik" "primitive"
## [3377] "prison" "prisoner"
## [3379] "problem" "problematic"
## [3381] "problems" "procrastinate"
## [3383] "procrastinates" "procrastination"
## [3385] "profane" "profanity"
## [3387] "prohibit" "prohibitive"
## [3389] "prohibitively" "propaganda"
## [3391] "propagandize" "proprietary"
## [3393] "prosecute" "protest"
## [3395] "protested" "protesting"
## [3397] "protests" "protracted"
## [3399] "provocation" "provocative"
## [3401] "provoke" "pry"
## [3403] "pugnacious" "pugnaciously"
## [3405] "pugnacity" "punch"
## [3407] "punish" "punishable"
## [3409] "punitive" "punk"
## [3411] "puny" "puppet"
## [3413] "puppets" "puzzled"
## [3415] "puzzlement" "puzzling"
## [3417] "quack" "qualm"
## [3419] "qualms" "quandary"
## [3421] "quarrel" "quarrellous"
## [3423] "quarrellously" "quarrels"
## [3425] "quarrelsome" "quash"
## [3427] "queer" "questionable"
## [3429] "quibble" "quibbles"
## [3431] "quitter" "rabid"
## [3433] "racism" "racist"
## [3435] "racists" "racy"
## [3437] "radical" "radicalization"
## [3439] "radically" "radicals"
## [3441] "rage" "ragged"
## [3443] "raging" "rail"
## [3445] "raked" "rampage"
## [3447] "rampant" "ramshackle"
## [3449] "rancor" "randomly"
## [3451] "rankle" "rant"
## [3453] "ranted" "ranting"
## [3455] "rantingly" "rants"
## [3457] "rape" "raped"
## [3459] "raping" "rascal"
## [3461] "rascals" "rash"
## [3463] "rattle" "rattled"
## [3465] "rattles" "ravage"
## [3467] "raving" "reactionary"
## [3469] "rebellious" "rebuff"
## [3471] "rebuke" "recalcitrant"
## [3473] "recant" "recession"
## [3475] "recessionary" "reckless"
## [3477] "recklessly" "recklessness"
## [3479] "recoil" "recourses"
## [3481] "redundancy" "redundant"
## [3483] "refusal" "refuse"
## [3485] "refused" "refuses"
## [3487] "refusing" "refutation"
## [3489] "refute" "refuted"
## [3491] "refutes" "refuting"
## [3493] "regress" "regression"
## [3495] "regressive" "regret"
## [3497] "regreted" "regretful"
## [3499] "regretfully" "regrets"
## [3501] "regrettable" "regrettably"
## [3503] "regretted" "reject"
## [3505] "rejected" "rejecting"
## [3507] "rejection" "rejects"
## [3509] "relapse" "relentless"
## [3511] "relentlessly" "relentlessness"
## [3513] "reluctance" "reluctant"
## [3515] "reluctantly" "remorse"
## [3517] "remorseful" "remorsefully"
## [3519] "remorseless" "remorselessly"
## [3521] "remorselessness" "renounce"
## [3523] "renunciation" "repel"
## [3525] "repetitive" "reprehensible"
## [3527] "reprehensibly" "reprehension"
## [3529] "reprehensive" "repress"
## [3531] "repression" "repressive"
## [3533] "reprimand" "reproach"
## [3535] "reproachful" "reprove"
## [3537] "reprovingly" "repudiate"
## [3539] "repudiation" "repugn"
## [3541] "repugnance" "repugnant"
## [3543] "repugnantly" "repulse"
## [3545] "repulsed" "repulsing"
## [3547] "repulsive" "repulsively"
## [3549] "repulsiveness" "resent"
## [3551] "resentful" "resentment"
## [3553] "resignation" "resigned"
## [3555] "resistance" "restless"
## [3557] "restlessness" "restrict"
## [3559] "restricted" "restriction"
## [3561] "restrictive" "resurgent"
## [3563] "retaliate" "retaliatory"
## [3565] "retard" "retarded"
## [3567] "retardedness" "retards"
## [3569] "reticent" "retract"
## [3571] "retreat" "retreated"
## [3573] "revenge" "revengeful"
## [3575] "revengefully" "revert"
## [3577] "revile" "reviled"
## [3579] "revoke" "revolt"
## [3581] "revolting" "revoltingly"
## [3583] "revulsion" "revulsive"
## [3585] "rhapsodize" "rhetoric"
## [3587] "rhetorical" "ricer"
## [3589] "ridicule" "ridicules"
## [3591] "ridiculous" "ridiculously"
## [3593] "rife" "rift"
## [3595] "rifts" "rigid"
## [3597] "rigidity" "rigidness"
## [3599] "rile" "riled"
## [3601] "rip" "rip-off"
## [3603] "ripoff" "ripped"
## [3605] "risk" "risks"
## [3607] "risky" "rival"
## [3609] "rivalry" "roadblocks"
## [3611] "rocky" "rogue"
## [3613] "rollercoaster" "rot"
## [3615] "rotten" "rough"
## [3617] "rremediable" "rubbish"
## [3619] "rude" "rue"
## [3621] "ruffian" "ruffle"
## [3623] "ruin" "ruined"
## [3625] "ruining" "ruinous"
## [3627] "ruins" "rumbling"
## [3629] "rumor" "rumors"
## [3631] "rumours" "rumple"
## [3633] "run-down" "runaway"
## [3635] "rupture" "rust"
## [3637] "rusts" "rusty"
## [3639] "rut" "ruthless"
## [3641] "ruthlessly" "ruthlessness"
## [3643] "ruts" "sabotage"
## [3645] "sack" "sacrificed"
## [3647] "sad" "sadden"
## [3649] "sadly" "sadness"
## [3651] "sag" "sagged"
## [3653] "sagging" "saggy"
## [3655] "sags" "salacious"
## [3657] "sanctimonious" "sap"
## [3659] "sarcasm" "sarcastic"
## [3661] "sarcastically" "sardonic"
## [3663] "sardonically" "sass"
## [3665] "satirical" "satirize"
## [3667] "savage" "savaged"
## [3669] "savagery" "savages"
## [3671] "scaly" "scam"
## [3673] "scams" "scandal"
## [3675] "scandalize" "scandalized"
## [3677] "scandalous" "scandalously"
## [3679] "scandals" "scandel"
## [3681] "scandels" "scant"
## [3683] "scapegoat" "scar"
## [3685] "scarce" "scarcely"
## [3687] "scarcity" "scare"
## [3689] "scared" "scarier"
## [3691] "scariest" "scarily"
## [3693] "scarred" "scars"
## [3695] "scary" "scathing"
## [3697] "scathingly" "sceptical"
## [3699] "scoff" "scoffingly"
## [3701] "scold" "scolded"
## [3703] "scolding" "scoldingly"
## [3705] "scorching" "scorchingly"
## [3707] "scorn" "scornful"
## [3709] "scornfully" "scoundrel"
## [3711] "scourge" "scowl"
## [3713] "scramble" "scrambled"
## [3715] "scrambles" "scrambling"
## [3717] "scrap" "scratch"
## [3719] "scratched" "scratches"
## [3721] "scratchy" "scream"
## [3723] "screech" "screw-up"
## [3725] "screwed" "screwed-up"
## [3727] "screwy" "scuff"
## [3729] "scuffs" "scum"
## [3731] "scummy" "second-class"
## [3733] "second-tier" "secretive"
## [3735] "sedentary" "seedy"
## [3737] "seethe" "seething"
## [3739] "self-coup" "self-criticism"
## [3741] "self-defeating" "self-destructive"
## [3743] "self-humiliation" "self-interest"
## [3745] "self-interested" "self-serving"
## [3747] "selfinterested" "selfish"
## [3749] "selfishly" "selfishness"
## [3751] "semi-retarded" "senile"
## [3753] "sensationalize" "senseless"
## [3755] "senselessly" "seriousness"
## [3757] "sermonize" "servitude"
## [3759] "set-up" "setback"
## [3761] "setbacks" "sever"
## [3763] "severe" "severity"
## [3765] "sh*t" "shabby"
## [3767] "shadowy" "shady"
## [3769] "shake" "shaky"
## [3771] "shallow" "sham"
## [3773] "shambles" "shame"
## [3775] "shameful" "shamefully"
## [3777] "shamefulness" "shameless"
## [3779] "shamelessly" "shamelessness"
## [3781] "shark" "sharply"
## [3783] "shatter" "shemale"
## [3785] "shimmer" "shimmy"
## [3787] "shipwreck" "shirk"
## [3789] "shirker" "shit"
## [3791] "shiver" "shock"
## [3793] "shocked" "shocking"
## [3795] "shockingly" "shoddy"
## [3797] "short-lived" "shortage"
## [3799] "shortchange" "shortcoming"
## [3801] "shortcomings" "shortness"
## [3803] "shortsighted" "shortsightedness"
## [3805] "showdown" "shrew"
## [3807] "shriek" "shrill"
## [3809] "shrilly" "shrivel"
## [3811] "shroud" "shrouded"
## [3813] "shrug" "shun"
## [3815] "shunned" "sick"
## [3817] "sicken" "sickening"
## [3819] "sickeningly" "sickly"
## [3821] "sickness" "sidetrack"
## [3823] "sidetracked" "siege"
## [3825] "sillily" "silly"
## [3827] "simplistic" "simplistically"
## [3829] "sin" "sinful"
## [3831] "sinfully" "sinister"
## [3833] "sinisterly" "sink"
## [3835] "sinking" "skeletons"
## [3837] "skeptic" "skeptical"
## [3839] "skeptically" "skepticism"
## [3841] "sketchy" "skimpy"
## [3843] "skinny" "skittish"
## [3845] "skittishly" "skulk"
## [3847] "slack" "slander"
## [3849] "slanderer" "slanderous"
## [3851] "slanderously" "slanders"
## [3853] "slap" "slashing"
## [3855] "slaughter" "slaughtered"
## [3857] "slave" "slaves"
## [3859] "sleazy" "slime"
## [3861] "slog" "slogged"
## [3863] "slogging" "slogs"
## [3865] "sloooooooooooooow" "sloooow"
## [3867] "slooow" "sloow"
## [3869] "sloppily" "sloppy"
## [3871] "sloth" "slothful"
## [3873] "slow" "slow-moving"
## [3875] "slowed" "slower"
## [3877] "slowest" "slowly"
## [3879] "sloww" "slowww"
## [3881] "slowwww" "slug"
## [3883] "sluggish" "slump"
## [3885] "slumping" "slumpping"
## [3887] "slur" "slut"
## [3889] "sluts" "sly"
## [3891] "smack" "smallish"
## [3893] "smash" "smear"
## [3895] "smell" "smelled"
## [3897] "smelling" "smells"
## [3899] "smelly" "smelt"
## [3901] "smoke" "smokescreen"
## [3903] "smolder" "smoldering"
## [3905] "smother" "smoulder"
## [3907] "smouldering" "smudge"
## [3909] "smudged" "smudges"
## [3911] "smudging" "smug"
## [3913] "smugly" "smut"
## [3915] "smuttier" "smuttiest"
## [3917] "smutty" "snag"
## [3919] "snagged" "snagging"
## [3921] "snags" "snappish"
## [3923] "snappishly" "snare"
## [3925] "snarky" "snarl"
## [3927] "sneak" "sneakily"
## [3929] "sneaky" "sneer"
## [3931] "sneering" "sneeringly"
## [3933] "snob" "snobbish"
## [3935] "snobby" "snobish"
## [3937] "snobs" "snub"
## [3939] "so-cal" "soapy"
## [3941] "sob" "sober"
## [3943] "sobering" "solemn"
## [3945] "solicitude" "somber"
## [3947] "sore" "sorely"
## [3949] "soreness" "sorrow"
## [3951] "sorrowful" "sorrowfully"
## [3953] "sorry" "sour"
## [3955] "sourly" "spade"
## [3957] "spank" "spendy"
## [3959] "spew" "spewed"
## [3961] "spewing" "spews"
## [3963] "spilling" "spinster"
## [3965] "spiritless" "spite"
## [3967] "spiteful" "spitefully"
## [3969] "spitefulness" "splatter"
## [3971] "split" "splitting"
## [3973] "spoil" "spoilage"
## [3975] "spoilages" "spoiled"
## [3977] "spoilled" "spoils"
## [3979] "spook" "spookier"
## [3981] "spookiest" "spookily"
## [3983] "spooky" "spoon-fed"
## [3985] "spoon-feed" "spoonfed"
## [3987] "sporadic" "spotty"
## [3989] "spurious" "spurn"
## [3991] "sputter" "squabble"
## [3993] "squabbling" "squander"
## [3995] "squash" "squeak"
## [3997] "squeaks" "squeaky"
## [3999] "squeal" "squealing"
## [4001] "squeals" "squirm"
## [4003] "stab" "stagnant"
## [4005] "stagnate" "stagnation"
## [4007] "staid" "stain"
## [4009] "stains" "stale"
## [4011] "stalemate" "stall"
## [4013] "stalls" "stammer"
## [4015] "stampede" "standstill"
## [4017] "stark" "starkly"
## [4019] "startle" "startling"
## [4021] "startlingly" "starvation"
## [4023] "starve" "static"
## [4025] "steal" "stealing"
## [4027] "steals" "steep"
## [4029] "steeply" "stench"
## [4031] "stereotype" "stereotypical"
## [4033] "stereotypically" "stern"
## [4035] "stew" "sticky"
## [4037] "stiff" "stiffness"
## [4039] "stifle" "stifling"
## [4041] "stiflingly" "stigma"
## [4043] "stigmatize" "sting"
## [4045] "stinging" "stingingly"
## [4047] "stingy" "stink"
## [4049] "stinks" "stodgy"
## [4051] "stole" "stolen"
## [4053] "stooge" "stooges"
## [4055] "stormy" "straggle"
## [4057] "straggler" "strain"
## [4059] "strained" "straining"
## [4061] "strange" "strangely"
## [4063] "stranger" "strangest"
## [4065] "strangle" "streaky"
## [4067] "strenuous" "stress"
## [4069] "stresses" "stressful"
## [4071] "stressfully" "stricken"
## [4073] "strict" "strictly"
## [4075] "strident" "stridently"
## [4077] "strife" "strike"
## [4079] "stringent" "stringently"
## [4081] "struck" "struggle"
## [4083] "struggled" "struggles"
## [4085] "struggling" "strut"
## [4087] "stubborn" "stubbornly"
## [4089] "stubbornness" "stuck"
## [4091] "stuffy" "stumble"
## [4093] "stumbled" "stumbles"
## [4095] "stump" "stumped"
## [4097] "stumps" "stun"
## [4099] "stunt" "stunted"
## [4101] "stupid" "stupidest"
## [4103] "stupidity" "stupidly"
## [4105] "stupified" "stupify"
## [4107] "stupor" "stutter"
## [4109] "stuttered" "stuttering"
## [4111] "stutters" "sty"
## [4113] "stymied" "sub-par"
## [4115] "subdued" "subjected"
## [4117] "subjection" "subjugate"
## [4119] "subjugation" "submissive"
## [4121] "subordinate" "subpoena"
## [4123] "subpoenas" "subservience"
## [4125] "subservient" "substandard"
## [4127] "subtract" "subversion"
## [4129] "subversive" "subversively"
## [4131] "subvert" "succumb"
## [4133] "suck" "sucked"
## [4135] "sucker" "sucks"
## [4137] "sucky" "sue"
## [4139] "sued" "sueing"
## [4141] "sues" "suffer"
## [4143] "suffered" "sufferer"
## [4145] "sufferers" "suffering"
## [4147] "suffers" "suffocate"
## [4149] "sugar-coat" "sugar-coated"
## [4151] "sugarcoated" "suicidal"
## [4153] "suicide" "sulk"
## [4155] "sullen" "sully"
## [4157] "sunder" "sunk"
## [4159] "sunken" "superficial"
## [4161] "superficiality" "superficially"
## [4163] "superfluous" "superstition"
## [4165] "superstitious" "suppress"
## [4167] "suppression" "surrender"
## [4169] "susceptible" "suspect"
## [4171] "suspicion" "suspicions"
## [4173] "suspicious" "suspiciously"
## [4175] "swagger" "swamped"
## [4177] "sweaty" "swelled"
## [4179] "swelling" "swindle"
## [4181] "swipe" "swollen"
## [4183] "symptom" "symptoms"
## [4185] "syndrome" "taboo"
## [4187] "tacky" "taint"
## [4189] "tainted" "tamper"
## [4191] "tangle" "tangled"
## [4193] "tangles" "tank"
## [4195] "tanked" "tanks"
## [4197] "tantrum" "tardy"
## [4199] "tarnish" "tarnished"
## [4201] "tarnishes" "tarnishing"
## [4203] "tattered" "taunt"
## [4205] "taunting" "tauntingly"
## [4207] "taunts" "taut"
## [4209] "tawdry" "taxing"
## [4211] "tease" "teasingly"
## [4213] "tedious" "tediously"
## [4215] "temerity" "temper"
## [4217] "tempest" "temptation"
## [4219] "tenderness" "tense"
## [4221] "tension" "tentative"
## [4223] "tentatively" "tenuous"
## [4225] "tenuously" "tepid"
## [4227] "terrible" "terribleness"
## [4229] "terribly" "terror"
## [4231] "terror-genic" "terrorism"
## [4233] "terrorize" "testily"
## [4235] "testy" "tetchily"
## [4237] "tetchy" "thankless"
## [4239] "thicker" "thirst"
## [4241] "thorny" "thoughtless"
## [4243] "thoughtlessly" "thoughtlessness"
## [4245] "thrash" "threat"
## [4247] "threaten" "threatening"
## [4249] "threats" "threesome"
## [4251] "throb" "throbbed"
## [4253] "throbbing" "throbs"
## [4255] "throttle" "thug"
## [4257] "thumb-down" "thumbs-down"
## [4259] "thwart" "time-consuming"
## [4261] "timid" "timidity"
## [4263] "timidly" "timidness"
## [4265] "tin-y" "tingled"
## [4267] "tingling" "tired"
## [4269] "tiresome" "tiring"
## [4271] "tiringly" "toil"
## [4273] "toll" "top-heavy"
## [4275] "topple" "torment"
## [4277] "tormented" "torrent"
## [4279] "tortuous" "torture"
## [4281] "tortured" "tortures"
## [4283] "torturing" "torturous"
## [4285] "torturously" "totalitarian"
## [4287] "touchy" "toughness"
## [4289] "tout" "touted"
## [4291] "touts" "toxic"
## [4293] "traduce" "tragedy"
## [4295] "tragic" "tragically"
## [4297] "traitor" "traitorous"
## [4299] "traitorously" "tramp"
## [4301] "trample" "transgress"
## [4303] "transgression" "trap"
## [4305] "traped" "trapped"
## [4307] "trash" "trashed"
## [4309] "trashy" "trauma"
## [4311] "traumatic" "traumatically"
## [4313] "traumatize" "traumatized"
## [4315] "travesties" "travesty"
## [4317] "treacherous" "treacherously"
## [4319] "treachery" "treason"
## [4321] "treasonous" "trick"
## [4323] "tricked" "trickery"
## [4325] "tricky" "trivial"
## [4327] "trivialize" "trouble"
## [4329] "troubled" "troublemaker"
## [4331] "troubles" "troublesome"
## [4333] "troublesomely" "troubling"
## [4335] "troublingly" "truant"
## [4337] "tumble" "tumbled"
## [4339] "tumbles" "tumultuous"
## [4341] "turbulent" "turmoil"
## [4343] "twist" "twisted"
## [4345] "twists" "two-faced"
## [4347] "two-faces" "tyrannical"
## [4349] "tyrannically" "tyranny"
## [4351] "tyrant" "ugh"
## [4353] "uglier" "ugliest"
## [4355] "ugliness" "ugly"
## [4357] "ulterior" "ultimatum"
## [4359] "ultimatums" "ultra-hardline"
## [4361] "un-viewable" "unable"
## [4363] "unacceptable" "unacceptablely"
## [4365] "unacceptably" "unaccessible"
## [4367] "unaccustomed" "unachievable"
## [4369] "unaffordable" "unappealing"
## [4371] "unattractive" "unauthentic"
## [4373] "unavailable" "unavoidably"
## [4375] "unbearable" "unbearablely"
## [4377] "unbelievable" "unbelievably"
## [4379] "uncaring" "uncertain"
## [4381] "uncivil" "uncivilized"
## [4383] "unclean" "unclear"
## [4385] "uncollectible" "uncomfortable"
## [4387] "uncomfortably" "uncomfy"
## [4389] "uncompetitive" "uncompromising"
## [4391] "uncompromisingly" "unconfirmed"
## [4393] "unconstitutional" "uncontrolled"
## [4395] "unconvincing" "unconvincingly"
## [4397] "uncooperative" "uncouth"
## [4399] "uncreative" "undecided"
## [4401] "undefined" "undependability"
## [4403] "undependable" "undercut"
## [4405] "undercuts" "undercutting"
## [4407] "underdog" "underestimate"
## [4409] "underlings" "undermine"
## [4411] "undermined" "undermines"
## [4413] "undermining" "underpaid"
## [4415] "underpowered" "undersized"
## [4417] "undesirable" "undetermined"
## [4419] "undid" "undignified"
## [4421] "undissolved" "undocumented"
## [4423] "undone" "undue"
## [4425] "unease" "uneasily"
## [4427] "uneasiness" "uneasy"
## [4429] "uneconomical" "unemployed"
## [4431] "unequal" "unethical"
## [4433] "uneven" "uneventful"
## [4435] "unexpected" "unexpectedly"
## [4437] "unexplained" "unfairly"
## [4439] "unfaithful" "unfaithfully"
## [4441] "unfamiliar" "unfavorable"
## [4443] "unfeeling" "unfinished"
## [4445] "unfit" "unforeseen"
## [4447] "unforgiving" "unfortunate"
## [4449] "unfortunately" "unfounded"
## [4451] "unfriendly" "unfulfilled"
## [4453] "unfunded" "ungovernable"
## [4455] "ungrateful" "unhappily"
## [4457] "unhappiness" "unhappy"
## [4459] "unhealthy" "unhelpful"
## [4461] "unilateralism" "unimaginable"
## [4463] "unimaginably" "unimportant"
## [4465] "uninformed" "uninsured"
## [4467] "unintelligible" "unintelligile"
## [4469] "unipolar" "unjust"
## [4471] "unjustifiable" "unjustifiably"
## [4473] "unjustified" "unjustly"
## [4475] "unkind" "unkindly"
## [4477] "unknown" "unlamentable"
## [4479] "unlamentably" "unlawful"
## [4481] "unlawfully" "unlawfulness"
## [4483] "unleash" "unlicensed"
## [4485] "unlikely" "unlucky"
## [4487] "unmoved" "unnatural"
## [4489] "unnaturally" "unnecessary"
## [4491] "unneeded" "unnerve"
## [4493] "unnerved" "unnerving"
## [4495] "unnervingly" "unnoticed"
## [4497] "unobserved" "unorthodox"
## [4499] "unorthodoxy" "unpleasant"
## [4501] "unpleasantries" "unpopular"
## [4503] "unpredictable" "unprepared"
## [4505] "unproductive" "unprofitable"
## [4507] "unprove" "unproved"
## [4509] "unproven" "unproves"
## [4511] "unproving" "unqualified"
## [4513] "unravel" "unraveled"
## [4515] "unreachable" "unreadable"
## [4517] "unrealistic" "unreasonable"
## [4519] "unreasonably" "unrelenting"
## [4521] "unrelentingly" "unreliability"
## [4523] "unreliable" "unresolved"
## [4525] "unresponsive" "unrest"
## [4527] "unruly" "unsafe"
## [4529] "unsatisfactory" "unsavory"
## [4531] "unscrupulous" "unscrupulously"
## [4533] "unsecure" "unseemly"
## [4535] "unsettle" "unsettled"
## [4537] "unsettling" "unsettlingly"
## [4539] "unskilled" "unsophisticated"
## [4541] "unsound" "unspeakable"
## [4543] "unspeakablely" "unspecified"
## [4545] "unstable" "unsteadily"
## [4547] "unsteadiness" "unsteady"
## [4549] "unsuccessful" "unsuccessfully"
## [4551] "unsupported" "unsupportive"
## [4553] "unsure" "unsuspecting"
## [4555] "unsustainable" "untenable"
## [4557] "untested" "unthinkable"
## [4559] "unthinkably" "untimely"
## [4561] "untouched" "untrue"
## [4563] "untrustworthy" "untruthful"
## [4565] "unusable" "unusably"
## [4567] "unuseable" "unuseably"
## [4569] "unusual" "unusually"
## [4571] "unviewable" "unwanted"
## [4573] "unwarranted" "unwatchable"
## [4575] "unwelcome" "unwell"
## [4577] "unwieldy" "unwilling"
## [4579] "unwillingly" "unwillingness"
## [4581] "unwise" "unwisely"
## [4583] "unworkable" "unworthy"
## [4585] "unyielding" "upbraid"
## [4587] "upheaval" "uprising"
## [4589] "uproar" "uproarious"
## [4591] "uproariously" "uproarous"
## [4593] "uproarously" "uproot"
## [4595] "upset" "upseting"
## [4597] "upsets" "upsetting"
## [4599] "upsettingly" "urgent"
## [4601] "useless" "usurp"
## [4603] "usurper" "utterly"
## [4605] "vagrant" "vague"
## [4607] "vagueness" "vain"
## [4609] "vainly" "vanity"
## [4611] "vehement" "vehemently"
## [4613] "vengeance" "vengeful"
## [4615] "vengefully" "vengefulness"
## [4617] "venom" "venomous"
## [4619] "venomously" "vent"
## [4621] "vestiges" "vex"
## [4623] "vexation" "vexing"
## [4625] "vexingly" "vibrate"
## [4627] "vibrated" "vibrates"
## [4629] "vibrating" "vibration"
## [4631] "vice" "vicious"
## [4633] "viciously" "viciousness"
## [4635] "victimize" "vile"
## [4637] "vileness" "vilify"
## [4639] "villainous" "villainously"
## [4641] "villains" "villian"
## [4643] "villianous" "villianously"
## [4645] "villify" "vindictive"
## [4647] "vindictively" "vindictiveness"
## [4649] "violate" "violation"
## [4651] "violator" "violators"
## [4653] "violent" "violently"
## [4655] "viper" "virulence"
## [4657] "virulent" "virulently"
## [4659] "virus" "vociferous"
## [4661] "vociferously" "volatile"
## [4663] "volatility" "vomit"
## [4665] "vomited" "vomiting"
## [4667] "vomits" "vulgar"
## [4669] "vulnerable" "wack"
## [4671] "wail" "wallow"
## [4673] "wane" "waning"
## [4675] "wanton" "war-like"
## [4677] "warily" "wariness"
## [4679] "warlike" "warned"
## [4681] "warning" "warp"
## [4683] "warped" "wary"
## [4685] "washed-out" "waste"
## [4687] "wasted" "wasteful"
## [4689] "wastefulness" "wasting"
## [4691] "water-down" "watered-down"
## [4693] "wayward" "weak"
## [4695] "weaken" "weakening"
## [4697] "weaker" "weakness"
## [4699] "weaknesses" "weariness"
## [4701] "wearisome" "weary"
## [4703] "wedge" "weed"
## [4705] "weep" "weird"
## [4707] "weirdly" "wheedle"
## [4709] "whimper" "whine"
## [4711] "whining" "whiny"
## [4713] "whips" "whore"
## [4715] "whores" "wicked"
## [4717] "wickedly" "wickedness"
## [4719] "wild" "wildly"
## [4721] "wiles" "wilt"
## [4723] "wily" "wimpy"
## [4725] "wince" "wobble"
## [4727] "wobbled" "wobbles"
## [4729] "woe" "woebegone"
## [4731] "woeful" "woefully"
## [4733] "womanizer" "womanizing"
## [4735] "worn" "worried"
## [4737] "worriedly" "worrier"
## [4739] "worries" "worrisome"
## [4741] "worry" "worrying"
## [4743] "worryingly" "worse"
## [4745] "worsen" "worsening"
## [4747] "worst" "worthless"
## [4749] "worthlessly" "worthlessness"
## [4751] "wound" "wounds"
## [4753] "wrangle" "wrath"
## [4755] "wreak" "wreaked"
## [4757] "wreaks" "wreck"
## [4759] "wrest" "wrestle"
## [4761] "wretch" "wretched"
## [4763] "wretchedly" "wretchedness"
## [4765] "wrinkle" "wrinkled"
## [4767] "wrinkles" "wrip"
## [4769] "wripped" "wripping"
## [4771] "writhe" "wrong"
## [4773] "wrongful" "wrongly"
## [4775] "wrought" "yawn"
## [4777] "zap" "zapped"
## [4779] "zaps" "zealot"
## [4781] "zealous" "zealously"
## [4783] "zombie"now lets find the negative words
neg.tive<-sum(!is.na(match(textbag,neg.word)))
neg.tive## [1] 3we found there are only 3 negative words in the data
now we will do score of this data.
pos.tive-neg.tive## [1] 21As per the data we have 21 positive words in the data set. it might be useless. so we will look at the overall data and find the percentage of positive and negative
(3/254)*100 #negative## [1] 1.181102In the overall data only 1.18% of the word is negative
(24/254)*100 #positive## [1] 9.448819out of 254 words only 9.44% of the words are positive.
In this analysis I had a check on positive and negative. similar analysis can be taken to find various other untapped sentiments like funny, sad, angry etc and narrow the research.
You can visit my previous articles to understand the coding process. The links are below:
https://experimentswithdatascience.blogspot.in/2017/08/text-analysis-easy-way-to-web-scrapping.html
https://experimentswithdatascience.blogspot.in/2017/10/modis-mann-ki-baat-text-analytics-text.html