diff --git a/.gitignore b/.gitignore index b12a8a5..038b4f9 100644 --- a/.gitignore +++ b/.gitignore @@ -5,6 +5,7 @@ data/spec_data.tsv data/query_results/ data/all_FB_interests_2016/ data/top_interests_complete.json +data/top_interests_complete_clean.json src/*/*.pyc src/*.pyc src/*/__pycache__/ diff --git a/data/queries/hispanic_MX_expats.json b/data/queries/hispanic_MX_expats.json new file mode 100644 index 0000000..1a72cff --- /dev/null +++ b/data/queries/hispanic_MX_expats.json @@ -0,0 +1,24 @@ +{ + "name" : "Hispanic Mexican Ex-Pats interests", + "behavior": [ + {"or" : [6003133212372], "and" : [6023676072183], "name" : "Hispanic (All) AND Ex-pats (Mexico)"} + ], + "geo_locations": [ + { + "location_types": [ + "home" + ], + "name": "countries", + "values": [ + "US" + ] + } + ], + "ages_ranges": [ + { + "max": 65, + "min": 18 + } + ], + "genders":[0] +} \ No newline at end of file diff --git a/data/queries/hispanic_MX_expats_top_3000_interest.json 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News +6003376894381,Rapping +6003260155357,Crystal +6003115761792,Power (physics) +6003387138841,Film director +6003360272580,Verizon Wireless +6003497303225,Ethics +6003172448161,TV talkshows +6003358061395,Visual perception +6003319307848,EBay +6003453710072,USB +664130153728886,Skin care +6003298861011,Taxicab +6003235740388,Chile +6002990365459,Hacker (computer security) +6002986707768,Hair (film) +6002995710444,UEFA Champions League +6003899365666,Discounting +6003274944951,Metaphysics +6003350240127,Colombia +6003102729234,Italian cuisine +6004045863896,Developmental psychology +6003673812662,Hard rock +6003172273055,Sustainability +6003386351253,Lip +6003392776977,Digital data +6003374850325,Denim +6003136862950,Decorative arts +6003061254185,WWE +6003233286875,Cod +6003174283049,Miracle +6003229365388,Raffle +6003289808943, +6003429223857,Sleeve +6002969371568,Cupcake +6003165841322,Distribution (business) +6003394869731, +6002956863250,National Football League 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Porto +6003106632034,Horror fiction +6003233117498,Intel +6003339423379,Beauty and the Beast (1991 film) +6003541771042,Cell (biology) +6003281707010,Red Bull +6003378873765,Hardcore punk +6003182172884,Mass +6003901787666,Digital television +6010963648309,Minions (film) +6003365661451,Bazaar +6003268381336,Music recording sales certification +6003451027786,Pixel +6003133762008,Pearl +6003243959401,Graduation +6003190733601,Obesity awareness +6003048790156,Sari +6003242238524,Top (clothing) +6003227064538,Southeast Asia +6002986451123,County (United States) +6003376088977, +6002971652194,Noodle +6003392421977,OMG (song) +6003401495747,Videotelephony +6003253641688,Twin +6003188537201,Risk +6003421934889,Franchising +6002969730994,Calorie +6003086790615,Middle Ages +6003225914249,Hip +6003346995957,Adhesive +6003326194341,Communist Party USA +6002984725019,Hijab +6002976730121,Irony +6003417781439,Tequila +6003418227431,Fuel +6003136156150,Zombie +6003116403826,Port 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development +6003279451780,Chanel +6003435503331,Currency +6003138589139,Accounting +6003352962957,Hat +6003102594040,British rock +6003376733802,Botany +6002959150120,Scar +6003155409305,Electronic dance music +6003246897567,Mirror +6003460397503,Privacy +6003377779460,Spring (hydrology) +6003220329558,Library +6003293965251,Quebec +6003318738018,Colored gold +6003988602106,Manicure +6003154066105,Satire +6003198823767,Sweden +6002955443050,Chairman +6003381045377,Automatic transmission +6003121077322,Caribbean +6003334734097,Witchcraft +6003293626130,Journalist +6003111546435,Undergarment +6014497201104,Caridea +6002969480492,Bear +6003348680381,Garlic +6003703015491,Pacific Ocean +6003221610867,Supporters of FC Barcelona +6003545471303,Sportswear (activewear) +6003377448196,Recording studio +6003330679432,Fly +6003291084143,State school +6003012600081,Bestseller +6003233470261,Dreams (1990 film) +6003339778593,Candle +6003332991545,Narendra Modi +6003124811349,Monster 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+6002957291250,All-news radio +6003446608680,MAC Cosmetics +6003291074802,Voluntary association +6003283801502,Thai cuisine +6003122583524, +6003513578537,Beat (music) +6003025566093,Pickup truck +6003219000085,Call centre +6003251532661,Play (telecommunications) +6003106276829,Preschool +6003111807440,Gastropod shell +6003468780719,Tamil language +6003232863885,Tiger +6003137105590,Volunteering +6003734220353,Formula One +6004054986748,Glamour (presentation) +6003448875386,Pressure +6003303044799,Remix +6003382102565,Healthy diet +6003247127613,Ballet +6003278088199,Political philosophy +6003487946631,Bella (film) +6003397243535,Wool +6003200340482,Middle Eastern cuisine +6002985641123,Tissue (biology) +6003204875612,New Zealand +6003383075804,"Sale, Greater Manchester" +6004842060768,IPhone 5 +6003292012138, +6003393564563,Artisan +6003201043978,Architect +6004160526895,Stroke Awareness +6002929003973,Temple +6003030811407,Grey +6003276403610,What If (comics) +6003278637610,Indie pop +6003107515429,Code +6003093651293,Mini (marque) +6011835987633,Clean Master +6003290182925,Folk music +6003110460645,Mixed martial arts +6003064535670,Mask +6003244121001,Doughnut +6004947688373,Smartwatch +6003224062672,Taco +6002950124574,Term of endearment +6003024214956,Profession +6003733160753,Daughter +6003693537583,Real property +6003102858978,Silicone +6003287531876,Kindergarten +6003051822645,Coaching +6002927951459,Robot +6003445225483,Primary school +6003160002408,Team sport +6003280695643,Qatar +6004139401706,Superstar +6003297981875,Chief executive officer +6003066202070,La Liga +6003183742812,Sanskrit +6003114849468,General officer +6003584725838,Acre +6002969123368,Poet +6003391476003,Folklore +6003377998144,Imagination +6014662392245,My Talking Tom +6003315663791,LGBT community +6003331478694,Wildlife +6003390954344,J. K. Rowling +6003377378804,Spain national under-21 football team +6003247404867,Ageing +6003227124899,Bangladesh +6003315592991,Limited company +6003720444062,Star Wars +6003146899190,Specialty (medicine) +6003679977307,Value (personal and cultural) +6002985278723,ITunes +6003204411326,IPod Touch +6003258965702,Buenos Aires +6003025911093,DirecTV +6003182861722,Pay television +6003287341856,Paul Walker +6003344996239,Central Europe +6002964239317,Mexican cuisine +6003539067673,Luck +6003481765669,Essential oil +6002998003644,Video hosting service +6003315633191,Lead +6003605456820,The Simpsons +6019962101463,Condominio +6003703032091,The Jacka +6003081890715,Knot (unit) +6003142218961,Recycling +6003110209472,J-pop +6003268171536,RCD Espanyol +6003133189139,Monday +6003401788347,Oppo Electronics +6003160584208,Judaism +6003468776474,Zara (retailer) +6003398056603,Fast casual restaurants +6003584848038,War film +6003293938428,Arrangement +6003531058863,Logistics +6005173031630,Yogurt +6003944875560,China Central Television +6002884511422,Small business +6003326768054, +6002986710368, +6002921098355,Internet access +6003048901881,Die (musician) +6003901825066,Eastern Time Zone +6003377031074,Harry Potter (film series) +6003583283907,4G +6003174897414,Atlantic Ocean +6003146688552,Platform game +6003343485089,Korean cuisine +6003206992086,Customer relationship management +6003357436441,Oreo +6003227608499,Natural product +6003147733845,H.E.A.R. +6003108711435,Pineapple +6003382822804,Hero (2002 film) +6003420121712,Peach +6002973933974, +6003584356438,Copper +6003146013026,Chemical compound +6003260285957,Linen +6003225581249,Coast +6004100125009,Jakarta +6003650017890,Linguistics +6003144257790,Blue (English band) +6003092532417,CrossFit +6004037932209,Ancient Greece +6003181606012,Telephone number +6003387677993,Discovery (observation) +6003242854988,Nike Air Max +6003209452861,Natural resource +6003387633593,Drums +6002933324059,Sony Pictures Entertainment +6003398379883,Audio mastering +6003030519207,Online poker +6003247855467,Variety show +6003217125976,Deer +6002923726321,Zoo +6003049061216,Toxicity +6003422719241,Charity and causes +6003126253149,Lottery +6003091616270,Bookselling +6003225780498,Indie rock +6003091749870,Orlando Magic +6003161577378,Groupon +6003741691691,Microphone +6003374774074,East Asia +6003438557775,Wednesday +6003902003266,Tin +6005868829653,Confession (religion) +6003349071605,Wedding photography +6003133666414,Infrastructure +6003358555604,Pop punk +6003341931023,Adobe Photoshop +6003320774694,Cairo +6003479596869,Prophecy +6003429972457,Cinematography +6003243777367,Bag +6003284404179,Car dealership +6003341627396,Child care +6002911345572,Techno +6003366145856,Point of sale +6003202161613,Cuteness +6003191380834,Table (furniture) +6003108502590,Yarn +6003101243629,Brewery +6003187395255,Translation +6003020654329,Campus +6003341011996,Natural selection +6003077210339,Delhi +6003865907678,NASA +6003372994395,Money back guarantee +6004122070506,Western Asia +6003268939800,Multimedia +6003338252793,Bali +6004160557624,The Huffington Post +6003257905288,Milan +6003266227936,Spoon +6003227955899,Pastor +6002957048650,Tropics +6003459574503,Tuesday +6003181377133,Diesel engine +6003159354834,Vibraphone +6003629266583,Hard drives +6003450273042,Mug +6003204407213,Microsoft Outlook +6003323686979,Iraq +6003116122868,Bubblegum pop +6003359647004,Virtual community +6003469728603,Gin +6003006730219,Secretary +6002999519892,Church (building) +6003280845623,Digestion +6003434658370,Toddler +6003590261118,Indian people +6003388041512,Theft +6003291432579,Saint +6003359430621,Sky +6002966337046,Human rights +6003360238260,Officer (armed forces) +6003185054865,Computer hardware +6003186198305,Terrestrial television +6003165411122,Gucci +6002943212646,Songwriter +6003301621702,Easy (store) +6003082391797,Pound sterling +6003306700714, +6003136697700,Writer +6003488503154,Motor vehicle +6004143794106,Performance +6003470299547,Liver +6003135803208,Venezuela +6003456044303,Mining +6004141193506,Belgium +6002868228822,Kim Kardashian +6003337294048,Sydney +6003139222261,Sports journalism +6003280781243,Fighting game +6003432788970,Self-esteem +6002969559974,Astrological sign +6003267199558,Head +6003293644779,Violence prevention +6003030638607,Virat Kohli +6003030695407,Spain national football team +6003089639015,Biscuit +6003310538145,Autumn +6003944772960,Emoticon +6003343474719,Suicide awareness +6003326154741,Plug-in (computing) +6003384110253,Boys (2003 film) +6003320508341,North Africa +6003252733909,Patience +6003464326203,High-heeled footwear +6003308777053,Elevator +6003374530525,Skateboarding +6003335221357,Woodworking +6003219233758,Army +6003779859852,Horseback riding +6003746223504,Marble +6002932590846,PSG - Paris Saint-Germain +6003059617332,Sephora +6003663766238,The Game (rapper) +6003283544000,Doll +6011625004396,9GAG +6003166714830,Kia Motors +6003064617670,Arsenal F.C. +6002911030679,Mary (mother of Jesus) +6003280152959,Moisturizer +6003470278964,Gymnastics +6003020622093,Taylor Swift +6003478964287,Nationalism +6003714025153,Shower +6003109331584,Biographical film +6003150697578,Divorce +6003279046276,Saga +6003668617718,Devil +6003270762048,Gautama Buddha +6003150082734,Quartz +6003331794097,Olympic Games +6003103160233,Subsidiary +6003194678813,Glitter +6003116014058,Computer graphics +6003158186275,Hewlett-Packard +6002950356174,Defender (association football) +6003101071901,Revenue +6003137183750,Contemporary Christian music +6003700670691,Cargo +6003655558678,Rugby league +6003227021938,Black pepper +6003110533472,Green tea +6002984322723,Video on demand +6003139699939,Billionaire +6003179454214,Telugu language +6003354094437,Chair +6003413438889,Horse trainer +6003647130620,Electric motor +6003147866926,BlackBerry Messenger +6003062618007,Cosmetology +6003280382010,Polyvinyl chloride +6003529536463,Foodie +6002969062568, +6003702723513,Giant panda +6003044616045,Swing music +6003306832308,Platinum +6003019636892,Voice over IP +6003331735237,Boy band +6003353637860,Life insurance +6003263819514,Queens +6003252444488,Pencil +872063779499014,Wallpaper (computing) +6003595372873,Balloon +6003254229016,Penalty shoot-out (association football) +6003450198842,Canal+ +6003537560073,Scientist +6003132804217,Value (economics) +6003454920344,Viral marketing +6003196423072,PlayStation +6002992042520,Heel (professional wrestling) +6003264997914,Multi-core processor +6003160920578,Samsung Electronics +6003257869482,Used car +6007981639748,Water park +6003387449393,Public transport +6003351500119,Election +6003377011781,Legal personality +6003150986465,Disc jockey +6003175017434,Golden Globe Award +6003081275501,Pulse +6003587074473,Investor +6003497761880,CCTV News +6003061674607,Ancient Egypt +6003089744416,Sampling (music) +6003588433673,Turkish language +6003103948517,Office +6003071554093,Piano +6003341040796,Puppy +6002866944422,Barbie +6003305361460,TV comedies +6003069925782,Microsoft Excel +6020340681088,Pilot (aeronautics) +6003232841847,America (band) +6003192158326,Force +6003031817185,NBCUniversal +6003329468777,Blue-eyed soul +6003495738986,Goddess +6004000467506,Strategy +6003441215825,Bleach +6003397270041,Sedan (automobile) +6003201636213,Field hockey +6003114427300,Mushroom +6003117020614,Fairy tale +6009938882662,Cabinetry +6003026218493,Gratis +6003279133580,Grape +6003125893549,Recruitment +6003286955541,Veterinary medicine +6003161093178,Porsche +6003199856482, +6003427723137,IKEA +6003122958658,Boating +6003156587608,Internet forum +6003737289291,African Union +6003846108052,Gas +6003461032825,Russian language +6003339478656,Bamboo +6003143072447,Navy blue +6003856227360, +6003129755117,Passion (emotion) +6003407609277,Holi +6002999936173,Traditional pop music +6002984310523,Braid +6003529866663,Performance art +6019798544114,Candy Crush Soda Saga +6002867987022,Court +6003495982231,Batman +6003393845418,Problem solving +6003430477857,Viacom +6003305801799,In-N-Out Burger +6003192609567,San Francisco +6003401828547,Room +6002972714194,Professional wrestling attacks +6002975177459,Caramel +6003472094947,S.L. Benfica +6003095982582,Liverpool F.C. +6003073724597,Indian pop +6003050561016,Revolution +6016212281678, +6003324056771,Skype +6003456879344,Lamborghini +6002987453168,Indonesian language +6003312172411,"1,000,000,000" +6002954667155,Feedback +6003348480381,Unisex +6003386777418,Top 40 +6003224721049,Tamil cinema +6008178533099,Boy (duo) +6003428032137,Filling station +6003058819532,The New York Times +6003127206524,Digital marketing +6002996711644,Egyptians +6003232948085,Premiere +6014700397387,Booking.com +6003243482813,Knife +6002964033529,Groom +6003686331689,One Direction +6003347134405,Wallpaper +6003676923318,Mr. Bean +6003472596663,Culinary art +6002839987079,Chain store +6003276975799, +6003221970476,FC Bayern Munich +6002934373059,Welfare +6003701470890,Health (magazine) +6003494675627,Indian cuisine +6003292652611,Bistro +6003066211407,Natural science +6003512642442,Chinese New Year +6003195122098,Akon +6003355000551,Shark +6003448809386,Atlanta +6003108042384,Eye liner +6003604697020,Central America +6002934247259,Salman Khan +6003134676700,Graduate school +6003322191509,Genetics +6002971649794,David +6003349530005,Hormone +6011024015559,Subway Surfers +6003287974527,Confectionery +6003353416930,Beard +6003007483219,Lima +6003182305905,ESPN +6003141746826,Copyright +6003384273002,Flood +6003290046667,Indo pop +6002909517372, +6003280815823,India News +6003358102256,The Walking Dead (TV series) +6003391341144,Burger King +6003358268987,Selena Gomez +6003775707878,Tag (metadata) +6002919200622,Belt (clothing) +6003144091766,Eurasia +6003666744518,Ayurveda +6003247049067,Desert +6002950107774,Chinese language +6003228164299,Dining room +6003061617128,Pork +6003654219678,Geek +6003142554261,Ninja +6003377732777,Caffeine +6003030527607,Grammy Award +6003713059746,Integumentary system +6003137295750,Prophets and messengers in Islam +6003207739338,Motown +6003398306603,Almond +6003348666832,Illustration +6002980219720,Will Smith +6003248076467,Reseller +6002941442846,Emma Watson +6003012073397,National Geographic Society +6003125138549,Strike action +6003175008902,Pen +6003108537990,Lakh +6003145047166,Departments of France +6003322720909,Soybean +6003270522248,Sleeveless shirt +6003456891144,Urdu +6003080902197,Robbery +6003287318856,HBO +6003508479464,History (European TV channel) +6003552041427,Vogue (magazine) +6003227928685,United Nations +6004025343189,Storey +6003371546140,Ultras +6003152034633,Dust +6003649977713,Economic development +6003243098299,Christ +6003649000038,Nokia +6003537714970,Garage (residential) +6003328648497,Wardrobe stylist +6003409361877,Cherry +6003395795271,Grand Prix of Portland +6003385545254,Healing +6003137345590,Landline +6003330312373,Puma SE +6003371145740,Blues rock +6002949307755,Neuroscience +6003115633342,Deodorant +6003695354546,Jennifer Lopez +6003088035982,Ambassador +6003241606811,Antivirus software +6003374188154,Brush +6003266240886,Household +6003241680811,Interest rate +6003150224265,Girl group +6003214722324,Liquidation +6003716731307,Roasting +6002982899521,Extreme (band) +6003424488740,Password +6003779913652,Real-time computing +6003225866145,American folk music +6003299793901,Elle (magazine) +6003206483286,Milkshake +6003334603656,Wall +6003198710665,GSM +778186118945836,Shah Rukh Khan +6003397361289,Voice acting +6003253142511,Action-adventure game +6002968797092,Sausage +6003071019997,Wing tip +6003395805471,Virtual channel +6003143482647,Vans +6004177852295,Velvet +6003516131570,International law +6004177298095,Manchester City F.C. +6003872300160,Politician +6003074586139, +6003204485047,Panties +6003174235455,Drinking water +6003650530490,Image scanner +6003178604333,Mail +6003840055852,Sports car +6003335603557,Logo +6003216710166, +6003175455302,Train station +6003183584612,American pop +6003020487692,Incorporation (business) +6003067726207,Goalkeeper (association football) +6003779604452,Gown +6003422455140,Ultraviolet +6003669957062,Megafauna +6003350516993,Bridge +6003061600182,Smooth jazz +6003381779965,Bedding +6003445996280,Promotional recording +6003486664986,Closet +6003484044598,NBC +6003695262090,Software release life cycle +6002867947310,Puerto Rico +6003102952640,Budget +6003209811672,Hygiene +6003109822672,Rural area +6003339203196,Dentist +6003199934738,coca cola company +6004040457520,Future (rapper) +6003388283112,Traditional medicine +6003631726487,Everything (band) +6002990726459,Minister (Christianity) +6003244553899,Arena +6002933149962,Salary +6004176116295,Length +6003253112311,Argentina national football team +6004080791096,Medina +6009200312620,Airplane +6003111535035,Turner Broadcasting System +6003446055283,Scooters +6002992423594,Sailing +6003152867734,Stars (Canadian band) +6003052041645,Pajamas +6003234819047,Joint +6003385793054,Kuwait +6003707809516,Thai baht +6003351473119,Bullying awareness +6003162576034,Crab +6003502956825,Mars +6003300483999,Anti-lock braking system +6003146332549,Skull +6003326401136,John Cena +6003202765412,Integrated circuit +6003237046675,Slot machine +6005211539236,Serum (blood) +6003106445778,World War II +6003398440803,Al Jazeera +6002994341373,Public university +6003255567688,Cocoa bean +6003347800581,Foreign exchange market +6003021624293,HVAC +6002992069973,Sports equipment +6003487130431,Bartender +6003077865829,White House +6003382257137,Manila +6003234685367,Body piercing +6003372909395,Undergraduate education +6003717232862,Poker +6003395797326,Electro (music) +6003383214804,Panda (band) +6003102988840,Latin American cuisine +6003276829571,Amazing Stories +6003183538612,Homosexuality +6003069426715,Piracy +6003242909613,Madrid +6003311667545,Hadith +6003534983673,Suzuki +6003135347608,Eminem +6003313877959,Winter sport +6002929075573,Ghost +6003182585733, +6006393994990,Trivago +6003412957757,Nature (journal) +6017955072744,Epic (2013 film) +6003286681876,Mahendra Singh Dhoni +6003337833654, +6003968839496,Genius +6003138481868,Multiplayer online battle arena +6002948189174,Fairy +6003133380817,Option (finance) +6009056796453,Xbox (console) +6003372552195,Mayor +6003397821683,Maharashtra +6003247021566,Diary (novel) +6002969885729,Engagement ring +6003227537976,Boss (video gaming) +6003970975896,Environmentalism +6003064045328,Eventi +6003536884842,Click (2006 film) +6004170258824,Asus +6003445401680,Prom +6003462704144,Hyundai +6002969639194,Vocational education +6003480342464,Poland +6003361541200,Pine +6003144905436,Carnivora +6003091701658,Landscape +6003349988151,Barber +6003126330749,Bead +6003839664452,Algeria +6003199938126,Teen pop +6003715659946,Research and development +6003007376520, +6007373574508,Farm Heroes Saga +6003161043833,Geology +6003020572529,Slim-fit pants +6003030337655,Sarah +6003244503482,Jason Statham +6003342470823,Board games +6003299394501,Carrefour +6003030841807,Tunisia +6003668649918,Power pop +6003180994133,Flying ace +6003288008727,3G +6003190690001,MercadoLibre.com +6003247885013,Flashlight +6003133060928,Crochet +6003240910010,Pandora Radio +6003057467444,Bob Marley +6003434373937,Browser games +6003195833298,Dragon Ball +6003450556842,Mermaid +6003479783398,Chicago +6003175129849,Halal +6003528255198,Indian National Congress +6003529934970, +6003089141597, +6003146152726,Jerusalem +6002949587974,Down payment +6003190279724,Aircraft +6002982302923,Eagle +6003331942832,Psychotherapy +6003196691872,Department store +6003291052441,Brooklyn +6003656287504,Raw material +6002976004859,Media (communication) +6003395986947,Karma +6003290660538,Curiosity +6003417388239,Kilogram +6004039358948,Helmet +6003460286303,Envy +6010348042684,Frozen (2013 film) +6003473921364,Solidarity +6003227601299,Public broadcasting +6006191181069,Free transfer (association football) +6003104138470,Chiffon (fabric) +6011729789857, +6003727880360,Human nose +6003133282700,Costume +6003156582884,BBC News +6003445328283,Nigeria +6003407338335,Ginger +6003379847623,Punch (combat) +6003440661737,Diary +6003279452380,United States Senate +6003366801335,Cube +6003338739793,Single person +6009569343066,Dimension (mathematics and physics) +6003543765947,Trademark +6003132936928,Hertz +6003770178104, +6003346311730,Vietnamese cuisine +6002840807079,Smart TV +6003436464170,Headlamp +6002964587929,Psychiatry +6003164144030,Birth +6003552060263,Coupon (bond) +6011641699437,Paytm +6003172043161,Weight +6003262467902,Brewing +6003204462213,Pocket +6003605762820,Baroque pop +6003228608576,BBC News (TV channel) +6003245429742,Fur +6003288101851,Denmark +6003108729388,The Weather Channel +6003357146402,Deepika Padukone +6004176206495,Pediatrics +6003125839188,Sauna +6003287991327,Santos FC +6003597195073,Four-wheel drive +6003388065271,Everything +6002839936079,Stadium +6003162463990,Ma Ke (fashion designer) +6003367253456,Internship +6003237743724,Reflection (physics) +6003373671757,Object (philosophy) +6003284678611,Walt Disney +6003899280466,Feminism +6003369095735,Kylie Jenner +6003049887416,Map +6003377208805,Soft rock +6003030421255,Holy Week +6003215243338,Weaving +6003347144805,Lesson +6009220627205,States and union territories of India +6014139531854,The Voice +6004143649209,Sheikh +6003107722932,Bikin +6002979341123,Liquid-crystal display +6003629273583,Country pop +6003076027139,First class travel +6003728502716,Forbes +6002993520846,SMS (hydrology software) +6003152663233,Knee +6003326077109,Olive +6003717138383,Waist +6013212856696,abc television network +6003450235842,DNA +6003137517532,Liberty +6003331292897,Lounge music +6003375902377,United States Congress +6003089065016, +6003124131417,Europop +6009227836761,Wonky pop +6003352347000,Scarf +6002900016362,Languages of India +6003514925642,Katy Perry +6003147728152,Cloud +6003974177367,Game of Thrones +6003486022186,Gossip +6003165781034,Cheers +6003007706419,Minimalism +6003484314198,Reproduction +6003633149383,Vehicle insurance +6003324473654,Russian pop +6003381567337,Cosplay +6003480235269,Melbourne +6003351764757,Triathlons +6003218286847,Handball +6003567925503,Waste +6003183028122,Work of art +6002972563374,Cigarette +6003390741544,Floristry +6003064696870, +6003142272366,Supply chain +6003114817426,Ronaldinho +6005722532204,V-pop +6003360923387,Curriculum +6003187017835,Dia (supermarket chain) +6003074064829,Reebok +6003179403152,Autonomous communities of Spain +6003128652436,Discovery Channel +6003149794033,Tailor +6003785009478,Rhythm +6002969456892,Modern architecture +6003257785969,Yamaha Motor Company +6003337008757,Virtual reality +6002943245246,Morality +6003252029593,Tribe +6003319550391,Automated teller machine +6003257438286,Taiwanese pop +6003381769965,Governor +6003135582576,Golden Delicious +6003357534041,Sword +6003381931218,Peanut +6003049432081,Sponge +6003157703608,Report +6003396133406,Cuba +6003494619027,Wedding ring +6003074033139,Walking +6003989073306,Plus-size clothing +6003462451903,Composer +6003097872258,Philips +6003017204650,PHP +6003349888800,Psychedelic pop +6003784992878,Resource +6002969879892,Operatic pop +6003265014514,Badminton +6003179684766,Geometry +6003032339492,Ariana Grande +6003529276998,Sunshine pop +6003351443119,Jangle pop +6003198703065,Dermatology +6003360603580,Engagement +6003465281439,Naruto +6003896236283,Malaysian pop +6003349925793,Space age pop +6003181244533,Exploration +6003473496165,Organisation internationale de la Francophonie +6003427635077, +6003726029691,Sophisti-pop +6003261586275, +6003302629453,Retro style +6003290982138,Spin (physics) +6003516189970,Unilever +6003215165738,Activism +6003693350916,Professional sports +6003204243813,Biotechnology +6002943117046,Nintendo +6003527286798,Test cricket +6003012587197,Voice of America +6003481384064,Unicorn +1380948878880561,Independent politician +6003377019851,Center (basketball) +6003604267620,Donkey +6003365320945,Empire (film magazine) +6002982503619,Blender +6003473103463,International News Service v. Associated Press +6003316614191, +6003431489469,Residential area +6003294686976, +6003232454885,Postgraduate education +6003246886167,Tragedy +6003026849893,Movie star +6003644807546,Worship +6003069363782,Ferrari +6003392747731,Cheesecake +6004051193896,Converse (shoe company) +6005578967397,Chord names and symbols (popular music) +6003583872307,Ultimate Fighting Championship +6003490797694,Joker (comics) +6003527365198,Free market +6003288539925, +6003368599202,Louis Vuitton +6004233956587,Business administration +6003517260464,Kidney +6003019647129, +6003257743569,Lotus Cars +6007698456652,Tile-matching video game +6003030389007,Tottenham Hotspur F.C. +6003325004380,Startup company +6003247890613,Dancehalls +6003685688856, +6003095884658,Mafia +6004025448989,Norway +6003286597969,Polyester +6003135873208,Dress shirt +6002899087962,Professional wrestling promotion +6003248905176,FIFA (video game series) +6003569017318,Renault +6003195973898,Catering +6003329305980,Cifras +6003432221791,FIFA +6005502221763,LTE (telecommunication) +6003396326531,Keratin +6003103901029,Somatosensory system +6003522704970,Club +6003338367793, +6003257227299,Ring (mathematics) +6003378951448,Fansite +6003397598283,Social status +6003334672434,Bitch (performer) +6003509063864,Health insurance +6003175360102,Demon +6002891262222,Microblogging +6003358115002,Prince (musician) +6004000355306,Fungus +6003098196258,LED lamp +6003061781128,Jackie Chan +6003344820181,Sunlight +6003571588318,Pendant +6003241615611,Pollution +6003287989541,Carpentry +6003312044799,Unmanned aerial vehicle +6003402999839,Rail transport +6003403539800,Login +6003472127663,Medical sign +6003420638031,Vertebral column +6003442940271,Smule +6003011217419,Dish Network +6003111028192,Conglomerate (company) +6003648063946,Thorax +6003318980848,Macintosh +6003719449516, +6003012520481,Keychain +6003274240708,Shoulder +6003121976734,Freckle +6002919604479,Member states of the Arab League +6003331731037,Rede Globo +6003641340907,Cinnamon +6003292124828,Whisky +6003424518540,Spanish Empire +6003471960263,Greek mythology +6003513705337,Cherry blossom +6003667683820,Theme (computing) +6003442577683,Extraterrestrial life +6003075350915, +6003638600501,Heineken +6002930794659,New World +6003272027882,Closeout (sale) +6003678376184,Frases +6004031515409,Clown +6003406385606,Frequency +6003247758675,Cable +6003283765111,Ham +6012822291317,Yo Amo los Zapatos +6003263292593,Toast +6003089716582,Player character +6003061713607,Human hair color +6003333948951,Kayak +6003028508893,Law of agency +6003664369278,Municipal corporation +6003397768403,Orange S.A. +6003732035904,Google Maps +6003231895610,Wave +6003508727331,People's Daily +6003142969961,Frying pan +6003246360601,Shooting sport +6003305689021,Immune system +6004160585695,Smoothie +6003157627484,Button +6002966146529,Open world +6003446091791,Surprise (emotion) +6003121064322,Travel + Leisure +6003653431713,Contractual term +6003735423104,Kenya +6003227624699,Beauty pageant +6003285101759,Foam +6003740705753,Telephone numbering plan +6004004726827,3D film +6003142507139,Fair +6003287139876,Off-roading +6005238138489,Vivo (telecommunications) +6003349516151,Political corruption +6003779580452,Victoria's Secret +6003663540507,Simulation +6004467549789, +6003347022674,Progressive jackpot +6003108649035,Spanish cuisine +6003320162759,Mysticism +6003050468985,Kami +6002963547646,Domino's Pizza +6004160356295,Breathing +6003388736931,Prince +6003110309072,Slipper +6003202179013,Toothpaste +6003150602633,Neckline +6003148546952,Audio engineer +6002969098968,Homelessness +6003156080408,Spandex +6003217464376,Cheek +6003515084642,Amulet +6017457336612,Fondant icing +6003288085327,Banda (music) +6003395513403,Reggae fusion +6013713772468,sing karaoke by smule +6003500112425,Orchestra +6003869868560,Arm +6004122942009,Nail (fastener) +6003020390929, +6003391799554,Audi A7 +6003331913032,Parking lot +6003044768044,Idealism +6003444521531,Bubble Shooter +6003484528069,Facebook for Windows Phone +6003326422406,Axilla +6003452678671,Stereophonic sound +6003148405952,Baggage +6003271334593,Satin +6003731962104,Ecuador +6003104179645,Certification +6003173171950,Nutritionist +6003152444230,Sticker +6003220250758,British English +6003719232262,Revenge +6003118112132,Body modification +6003503191825,Carbohydrate +6003381303361,Nickelodeon +6003134965808,Bye (sports) +6003285759000,Divinity +6003228043699,India national cricket team +6003030695607,Bengali language +6003344840181,Superman +6009606544513,Clash of Clans +6004077518748,Group (mathematics) +6003351896888,Paste (food) +6003199517282, +6003240176610,Incandescent light bulb +6003469635964,Dell +6003280390241,Pit bull +6003075753315,Jaw +6003397671883,Watermelon +6003334261945,Michelle Rodriguez +6003089702615,Human behavior +6003251787801,Tablespoon +6003243018499,Brake +6003092492270,Afterlife +6003243289788,Ali (actor) +6003270679793,Portugal national football team +6003323121443,Estate (land) +6003142235584,Plato +6003249482675,Tattoo artist +6003325774888,International trade +6003337952736,Blossom +6003281792454,Jumpsuit +6003055931385,Badoo +6003709831116,Berry +6003022964956,Laundry +6003358052995,Otaku +6003168277122,Supercar +6002893822422,Trade fair +6003713645553,Tamil people +6003320966454,Educational psychology +6003240217210,Playlist +6003331443577,Intimate relationship +6003442730283,Printer (computing) +6003297665308,A.C. Milan +6003123299417,Computer science +6003716449262, +6003239811413,Cave +6003337257243,Graphics software +6002926715572,Arabian Peninsula +6003250315301,DC Comics +6002926554972,Mint (coin) +6003273098908,Zen +6002998600844,Blessing +6003266217509,Air pollution +6003487857831,Marina +6003258086357,Ultrasound +6003072032382,New Delhi +6003017680419,National Geographic (magazine) +6003527347425,Patent +6003571400518,Police officer +6002898128310,Jam session +6003413461689,Front-wheel drive +6003652209516,Smoking +6003543480995,Lime (fruit) +6003024592893,Neotraditional country +6003122184922,Merchant +6003091199058,Diva +6003279150654,Computer virus +6003117415068,BBC News Online +6003323951006, +6003970170748,Apocalypse +6004036178770,Pitbull (rapper) +6003646970116,"Washington, D.C." +6003674086262,Carrot +6003736436953,NCAA Men's Division I Basketball Championship +6003335290028,Tongue +6003445504806,Waistline (clothing) +6003371036540,Crop +6003286448369,Popcorn +6003161929285,Tyrese Gibson +6003404204405,Goal (sport) +6003069499982,Human resource management +6003693164383,Mascara +6003393973731,Persian Gulf +6003146248626,Litre +6003396996283,Femininity +6004102973009,Western music (North America) +6003318818048, +6003645555546,Statistics +6003319838018,Frog +6003647202420,Road running +6003318380288,Bottle +6003223064498,Buttocks +6003166392758,Units of measurement +6003374480877,Arrow +6003202235613,Munhwa Broadcasting Corporation +6003102547070,De Clare +6003420000031,Boot +6002971684994,Lung +6002957716123,Predation +6013195929895,comunicaciones fc +6003073655197,Webcam +6003432927937,Ireland +6003248338072,Casino games +6003372774175,United States Constitution +6003342141823,Dam +6003257273769,Worldbeat +6003308425799,Indian Army +6003102933840,Telugu cinema +6003332796032,Real estate development +6003185622408,Food and Drug Administration +6003342536519,Adam +6004905707670,Inter Milan +6003074559339,Dice +6002979852920,Mobile network operator +6003148839749,Deezer +6003096100816,Flash memory +6003270855393,Sport Club Internacional +6003109945342,Instinct +6002878995772,Lawsuit +6003486993880,Romance languages +6003082224797,Brick +6003321277514,Baby shower +6003135047608,Christian Church +6003393616683,Abu Dhabi +6003288135741,Xeroderma +6002926569172,Moustache +6002968274368,Oxygen +6003371398940,Pump +6003133360814,License +6003173153528,Member states of the Commonwealth of Nations +6003359763404,Prefectures of Japan +6003029100585,Own goal +6003174205214,News magazine +6003205074412,Old Style and New Style dates +6002960081520,Secure Digital +6003382222381,Preventive healthcare +6002999729292,Lease +6003148492952,Landform +6003398722527,Vinegar +6003733878953,Printmaking +6003369694735, +6003075698893, +6002992042859,David Beckham +6003469138687,Hawaii +6003098315616,Li Na +6003834692852,Video blog +6003582617673,Abrahamic religions +6003352477519,200 metres +6003251661486,Cholesterol +6003108436590,Concept car +6004484420351,Xiaomi +6003402044239,Costume jewelry +6002931217562,Ritual +6003375503365, +6003454604144,Persian language +6003354511451,Red carpet +6003066071070,Levi Strauss & Co. +6003285928402,Shraddha Kapoor +6003030419607,New Balance +6003327130854,Disney Channel +6003134100700,Angel (1999 TV series) +6003150407934,Shrek +6003278908502,Beijing +6003349263727,Holism +6003028976219,Land Rover +6003050911756,Honeymoon +6003375402241,Han Chinese +6003353464651,Hypertension Awareness +6003236921326,Asset +6003171017161,Upholstery +6005450854507,Fifty Shades of Grey +6003031026255,Mazda +6004248693729,Dari (Persian dialect) +6003481490664,Vikings +6003495973186,100 metres +6003393176725,American Express +6003222011876,Robotics +6003526362894,BlackBerry +6003505890395,Gospel +6003313004508,Motion (physics) +6003331661171,Rust +6003461162225,Pet food +6003095969582,Sultan +6003213073126,Speed (1994 film) +6003506326626,Machine (mechanical) +6003423693137,Turtle +6003527528795,Mechanical engineering +6003102546440,Nanotechnology +6003650645107,Harvest +6003342222945,Show business +6002933815973,Immortality +6003142177040,Motorola +6003290597041,Hungary +6003224369034,Ranch +6003439606683,Jar +6003077917229,Breast Cancer awareness +6003256796969,Balcony +6003425667057,Porcelain +6003605582620,Commodity +6003044740362,Garage (clothing retailer) +6003190466761,Run (baseball) +6003382075537,Financial transaction +6003089523792,Physiology +6003485331631,Nepal +6003273123243,Salmon +6003515371231,Comune +6003041788315,Wing +6003272376810,Food industry +6004096548609,Rope +6002926071921,ABC News +6003388212018,Melody +6003485417080,Bandung +6003195814698,Cart +6009951045775,Hoy (TV series) +6003338010048,Hugh Jackman +6003314457191,Grand Prix motorcycle racing +6003440191931,Juventus F.C. +6003594467673,Austria +6003290883338,Teen film +6003985298706,Quezon City +6003646986116,Ali +6002949913174,Polka +6003029778007,Television advertisement +6003173089178,Adele +6002891078510,Sofia +6003321632297,Outlet store +6003326075141,Univision +6003145417152,Spider-Man +6002933513973,Bank account +6002966776174,No Doubt +6003595250863,Washing +6004600119049,WeChat +6003496676657,Trust (social sciences) +6003233668722,Double (baseball) +6003748939062,Virtue +6003073937629,Electric charge +6003215251938,HGTV +6003537738003,El Mundo (Spain) +6003435334937,Van +6003143764440,Bachata (music) +6003067408293,Egyptian Arabic +6003075182185,Owl +6003144022726,Burn +6003194204865,Miley Cyrus +6002995703644,Talk radio +6003361492421,Mosquito +6003316500591,Blanket +6003376797981,League of Legends +6003235056167,NA +6003225400545,Ontology +6003656110904,Curtain +6003970944896,Santiago +6003188093378,Presidential system +6003179851166,NA +6003649406913,Highway +6003326054541,Insomnia awareness +6003258109357,Era +6003135878608,News aggregator +6003397545747,Coal +6003215087461,Millionaire +6002963636917,Lil Wayne +6003266591109,Electric power +6003118951045,Western world +6003469754863,Plumbing +6003156062608,Geneva +6003022211756,Electric guitar +6003751160599,Inn +6003339469193,Heel +6003227643142,Time signature +6005492119658,Alia Bhatt +6003163805322,Urdu poetry +6003437523554,Terraced house +6003704170491,Ed Sheeran +6003087413270,Lego +6003253406911,World Heritage Site +6003482960747,Cleaner +6003646972746,Arab League +6003852869252,Old age +6003452862471,Music genre +6003397583083,United States Navy +6003506275986,Vision (Marvel Comics) +6002964500317,Word games +6003375508796,Lenny Kravitz +6003398280603,NA +6003260149357,Mechanics +6003023214956,Stove +6002955429650,Underwater diving +6003419962831,Courier +6003154807105,Berlin +6002977673355,Pastel +6003202394855,NA +6002978731374,Cosmopolitan (magazine) +6003326262288,Priyanka Chopra +6004158331895,Circulatory system +6003213125647,Vacuum +6003104509378,Sniper +6003328262371,Revelation +6003174082214,NA +6003385491396,Miniskirt +6003333119437,Prepaid mobile phone +6002988189659,Casio +6003351297600,Nice +6003314424159,Polo +6003320520094,Luna (singer) +6002992763120,Class (biology) +6002943245846,Coating +6003212278978,Joe (singer) +6003445225280,High-definition video +6003342603828,Fiat Automobiles +6003174303249,NA +6003280367097,Back pain +6003345179959,Protagonist +6003114403792,Bread roll +6003335697456,Facial +6003280677854,Romania +6003386698218,Time travel +6003424484154,Blogger (service) +6003455193544,Urban planning +6003186529615,Extra (acting) +6002987846194,Rocket +6003378159674,zedge +6003384161405,Helicopter +6003333255697,NA +6003146591984,Avon Products +6003290358456,NA +6003219375685,Population +6003169632036,Drinking +6002934123659,Panama +6003489076964,TheEngine +6003432886735,Global Television Network +6003426686657,Michael Jackson +6003315487563,Emergency medical services +6003349280432,Tractor +6003342233987,Cambodia +6003375551674,Post office +6002934493659,Suede +6003349823005,Salvation +6003314622391,Peugeot +6003805457383,Trance music +6003340890228,Passion (Christianity) +6016541021199,Bubble Witch 2 Saga +6003486062469,French language +6003142973061,Italian language +6003789747278,NA +6003227031176,Global warming +6002969804168,Long weekend +6003271017885,NA +6003207977333,Chess +6003352051232,IAAF World Championships in Athletics +6003306415421,Greek cuisine +6003552518063,Overtime (sports) +6003210306830,Scuba diving +6003221199876,Doctor of Philosophy +6003092459956,Space (Latin American TV channel) +6003143917566,Cooperative +6003126178149,Psychedelic rock +6003283123727,Blood plasma +6003332224694,Pollen +6008583400135,NA +6003062607607,Journey (band) +6003013315219,Best Products +6003271115571,NA +6003180089533,Camera phone +6003155195305,NA +6003273892908,Sri Lanka +6003285725341,Puppy love +6003256228667,NA +6003252602475,Child abuse awareness +6003293999102,Icing (food) +6003430268770,Nivea +6003419911319,Ottoman Empire +6003325709179,Telemundo +6003901942666,Tunic +6002896088310,Mouse +6003398228689,Narrative +6002930959562,Earthquake +6003010664250,Public sector +6003405811991,Jasmine +6003117240026,God in Islam +6003070875182,Snoop Dogg +6003011520797,Nerd +6003252403167,Subway (restaurant) +6003451645986,Memory card +6003326561843,Electrical engineering +6003146203226,Scarlett Johansson +6003290919511,dove +6003245827885,Centre (ice hockey) +6003396641023,Extended play +6003401884319,Injury +6003340788908,Alloy +6003037291929,Watt +6003342630187,Volcano +6003483930386,Lock (water transport) +6003628789383,Opera +6003326451509,Glamour (magazine) +6003288256943,Angry Birds +6017012040140,Du Battery Saver +6003343412421,Superhero film +6003337755136,Trivia diff --git a/src/data_processing/clean_interest_list.py b/src/data_processing/clean_interest_list.py new file mode 100644 index 0000000..18830a5 --- /dev/null +++ b/src/data_processing/clean_interest_list.py @@ -0,0 +1,38 @@ +# -*- coding: utf-8 -*- +""" +Remove invalid interests from top interests. +Assume that we have already queried FB for interests +in check_interest_id_valid.py. + +@author: stewart +""" +from argparse import ArgumentParser +import pandas as pd +import json + +def main(): + parser = ArgumentParser() + parser.add_argument('--interest_file', default='data/top_interests_complete.json') + parser.add_argument('--interest_name_file', default='data/top_interests_complete_names.csv') + args = parser.parse_args() + interest_file = args.interest_file + interest_name_file = args.interest_name_file + + ## load data + interest_data = json.load(open(interest_file)) + interest_name_data = pd.read_csv(interest_name_file, index_col=False, na_filter=False) + + ## remove from interest data + ## all interests without valid name + invalid_name_data = interest_name_data[interest_name_data.loc[:, 'interest_name'] == 'NA'] + invalid_ids = invalid_name_data.loc[:, 'interest_id'].values + total_interests = len(interest_data['data']) + interest_data['data'] = filter(lambda x: long(x['id']) not in invalid_ids, interest_data['data']) + print('%d/%d clean interests'%(len(interest_data['data']), total_interests)) + + ## write to file + out_file = interest_file.replace('.json', '_clean.json') + json.dump(interest_data, open(out_file, 'w'), indent=4) + +if __name__ == '__main__': + main() \ No newline at end of file