diff --git a/exercicios/para-casa/FilmesAssistidos.csv b/exercicios/para-casa/FilmesAssistidos.csv new file mode 100644 index 0000000..863afbc --- /dev/null +++ b/exercicios/para-casa/FilmesAssistidos.csv @@ -0,0 +1,543 @@ +Date,Name,Year,Letterboxd URI,Rating,Rewatch,Tags,Watched Date +2020-05-02,Elena,2012,https://boxd.it/17uy3p,3.5,,off,2015-07-12 +2020-05-02,Elena,2012,https://boxd.it/17uy3p,3.5,,off,2015-07-12 +2020-05-02,The Starfish,1928,https://boxd.it/17uZhj,5,,off,2016-10-12 +2020-05-02,The Broken Circle Breakdown,2012,https://boxd.it/17uZV9,4,,off,2017-04-20 +2020-05-02,I Travel Because I Have to I Come Back Because I Love You,2009,https://boxd.it/17v0Et,4,,off,2017-08-31 +2020-05-02,Frances Ha,2012,https://boxd.it/17v13X,4.5,,off,2017-11-04 +2020-05-02,Trainspotting,1996,https://boxd.it/17uIMf,3.5,,,2017-11-19 +2020-05-02,Call Me by Your Name,2017,https://boxd.it/17v2SH,3.5,,off,2018-02-10 +2020-05-02,Good Manners,2017,https://boxd.it/17v3md,3.5,,off,2018-08-18 +2020-05-02,Talking Heads,1980,https://boxd.it/17v3RF,5,,off,2018-10-10 +2020-05-02,Rat Fever,2012,https://boxd.it/17v4rX,5,,off,2019-01-18 +2020-05-02,Brasil Impossível,2018,https://boxd.it/17v7H5,5,,,2019-01-30 +2020-05-02,Coffee with Cinnamon,2017,https://boxd.it/17v4LD,4.5,,off,2019-02-27 +2020-05-02,It’s Never Nighttime in the Map,2016,https://boxd.it/17vztb,4.5,,vimeo,2019-03-10 +2020-05-02,Que Som Tem a Distância?,2018,https://boxd.it/17v82x,3.5,,,2019-03-22 +2020-05-02,The Comforting Hand,2012,https://boxd.it/17v8yX,4,,,2019-04-03 +2020-05-02,The Handmaiden,2016,https://boxd.it/17v93h,5,,off,2019-04-21 +2020-05-02,Rend Your Heart,2018,https://boxd.it/17vhJZ,2.5,,tv,2019-04-27 +2020-05-02,Oldboy,2003,https://boxd.it/17vhSx,4,,off,2019-04-29 +2020-05-02,Bacurau,2019,https://boxd.it/17vfgh,4,,cinema,2019-09-01 +2020-05-02,Letrux em Noite de Climão: Ao Vivo,2019,https://boxd.it/17xApt,3,,,2020-01-05 +2020-05-02,Happy Together,1997,https://boxd.it/17viJ7,5,,off,2020-03-15 +2020-05-02,The State of Things,1982,https://boxd.it/17w0bt,4,,off,2020-03-17 +2020-05-02,Midsommar,2019,https://boxd.it/17viYh,4,,primevideo,2020-03-20 +2020-05-02,The Other End,2016,https://boxd.it/17vi4j,0.5,,netflix,2020-03-22 +2020-05-02,Painted Fire,2002,https://boxd.it/17w0WJ,3.5,,,2020-03-28 +2020-05-02,Three Colours: Blue,1993,https://boxd.it/17w1QH,4,,medeiafilmes,2020-03-31 +2020-05-02,Three Colours: White,1994,https://boxd.it/17w2BD,3.5,,medeiafilmes,2020-04-02 +2020-05-02,Three Colours: Red,1994,https://boxd.it/17w2aH,4,,medeiafilmes,2020-04-04 +2020-05-02,Frantz,2016,https://boxd.it/17w3GJ,4,,medeiafilmes,2020-04-07 +2020-05-02,Bacurau no Mapa,2019,https://boxd.it/17vf2f,2,,tv,2020-04-11 +2020-05-02,Love Songs,2007,https://boxd.it/17w47Z,1,,,2020-04-11 +2020-05-02,Donnie Darko,2001,https://boxd.it/17vc2h,2,,primevideo,2020-04-14 +2020-05-02,Rome Open City,1945,https://boxd.it/17w56X,3,,medeiafilmes,2020-04-14 +2020-05-02,The Impassive Muse,2011,https://boxd.it/17vSE3,3,,primevideo,2020-04-15 +2020-05-02,Lulu's Dream,2010,https://boxd.it/17vR3F,3,,,2020-04-16 +2020-05-02,Aluga-se,2012,https://boxd.it/17vRe9,3,,,2020-04-16 +2020-05-02,Nostalgia,1983,https://boxd.it/17vjrD,4,,off,2020-04-18 +2020-05-02,Pulp Fiction,1994,https://boxd.it/17vbyr,4,,,2020-04-21 +2020-05-02,A Triste Figura,2018,https://boxd.it/17vCkL,2,,,2020-04-22 +2020-05-02,Um Dia é da Vida o Outro da Morte,2017,https://boxd.it/17vDwX,1,,,2020-04-22 +2020-05-02,A Noite Mais Longa de Minha Vida,2016,https://boxd.it/17vQRp,2,,,2020-04-22 +2020-05-02,The Breakfast Club,1985,https://boxd.it/17vb71,0.5,,netflix,2020-04-23 +2020-05-02,Casque d'Or,1952,https://boxd.it/17w6Pp,4,,medeiafilmes,2020-04-25 +2020-05-02,Praça Walt Disney,2011,https://boxd.it/17vTQ5,2.5,,,2020-04-26 +2020-05-02,A Peste da Janice,2007,https://boxd.it/17vU05,2,,youtube,2020-04-26 +2020-05-02,River's memory,2013,https://boxd.it/17vUit,2.5,,,2020-04-27 +2020-05-02,Julho,2019,https://boxd.it/17vUuf,1.5,,,2020-04-27 +2020-05-02,Coração É Terra que Ninguém Vê,2018,https://boxd.it/17vVHT,1,,,2020-04-27 +2020-05-02,Moonlight,2016,https://boxd.it/17wad5,4.5,Yes,off,2020-04-29 +2020-05-02,Tous les rêves du monde,2017,https://boxd.it/17w7DJ,3,,,2020-04-30 +2020-05-02,Summer Ball,2019,https://boxd.it/17vW5r,4,,,2020-05-01 +2020-05-02,The Most Beloved,2019,https://boxd.it/17vWCb,2,,,2020-05-01 +2020-05-03,A Mulher que Sou,2019,https://boxd.it/17AYYt,2,,,2020-05-02 +2020-05-03,Tea for Two,2018,https://boxd.it/17BFzh,0.5,,,2020-05-02 +2020-05-03,I don't live here anymore,2019,https://boxd.it/17BO9x,4,,,2020-05-02 +2020-05-03,Livro e Meio,2019,https://boxd.it/17BX4V,4,,,2020-05-02 +2020-05-03,Só Sei Que Foi Assim,2019,https://boxd.it/17Ckgv,3,,,2020-05-02 +2020-05-03,Duda,2019,https://boxd.it/17CyWv,2,,,2020-05-02 +2020-05-04,Avoada,2019,https://boxd.it/17KgTJ,2,,,2020-05-03 +2020-05-04,Name of Baptism — Frances,2019,https://boxd.it/17Kh5Z,2,,,2020-05-03 +2020-05-04,A Profundidade da Areia,2019,https://boxd.it/17KH0r,2,,,2020-05-03 +2020-05-04,Partir,2018,https://boxd.it/17KIIf,1,,,2020-05-03 +2020-05-04,Amnestia,2018,https://boxd.it/17KZfT,1.5,,,2020-05-03 +2020-05-04,31 de março Brazil,2019,https://boxd.it/17L4qR,4,,,2020-05-03 +2020-05-04,Um Ensaio Sobre Ausência,2018,https://boxd.it/17LqrR,1,,,2020-05-03 +2020-05-05,Le Bonheur,1965,https://boxd.it/17Rlsx,4.5,,off,2020-05-04 +2020-05-06,Sweet Bean,2015,https://boxd.it/17ZLTF,3.5,,medeiafilmes,2020-05-04 +2020-05-06,Nove Águas,2019,https://boxd.it/180oYp,2,,,2020-05-05 +2020-05-06,Frogs,2019,https://boxd.it/180rz3,3,,,2020-05-05 +2020-05-06,Contra-Filé,2019,https://boxd.it/180Kt9,4,,,2020-05-05 +2020-05-06,Being John Malkovich,1999,https://boxd.it/1829Vp,2.5,,tv,2020-05-05 +2020-05-09,Legítima Defesa,2017,https://boxd.it/18kRvV,3,,tv,2020-05-06 +2020-05-09,Buddies,2013,https://boxd.it/18lkv1,1,,,2020-05-06 +2020-05-09,Street of Shame,1956,https://boxd.it/18nyox,3,,,2020-05-08 +2020-05-10,Islands of Heat,2019,https://boxd.it/18sxgx,2,,,2020-05-09 +2020-05-10,O Rabequeiro Maneta e a Fúria da Natureza,2018,https://boxd.it/18sxrb,4,,,2020-05-09 +2020-05-14,Poetic of Clay,2019,https://boxd.it/18VolL,1,,,2020-05-09 +2020-05-11,Diane Has the Right Shape,2017,https://boxd.it/18ELC7,4,,,2020-05-10 +2020-05-12,Marie,2019,https://boxd.it/18JJZX,4,,,2020-05-11 +2020-05-12,A Era de Lareokotô,2019,https://boxd.it/18JSx9,3,,,2020-05-11 +2020-05-12,Mamata,2017,https://boxd.it/18KdJP,2.5,,,2020-05-11 +2020-05-12,Joderismo,2019,https://boxd.it/18Kew3,3,,,2020-05-11 +2020-05-14,Dela,2018,https://boxd.it/18VyfX,3,,,2020-05-12 +2020-05-14,Céu da Boca,2018,https://boxd.it/18VBlJ,3,,,2020-05-12 +2020-05-14,Rocha,2019,https://boxd.it/18VEBF,0.5,,,2020-05-12 +2020-05-14,Lolo,2019,https://boxd.it/18Xxmn,3,,,2020-05-13 +2020-05-14,Green Book,2018,https://boxd.it/18Zv17,2.5,,primevideo,2020-05-13 +2020-05-31,Retratos Sobre o Não Ver,2018,https://boxd.it/1aSVLz,2,,,2020-05-13 +2020-05-15,Secrets & Lies,1996,https://boxd.it/195zQl,4.5,,medeiafilmes,2020-05-14 +2020-05-16,Lavender,2019,https://boxd.it/198lsP,2.5,,,2020-05-14 +2020-05-16,Vivi Wolf and the Magical Room,2019,https://boxd.it/198phL,3.5,,,2020-05-14 +2020-05-16,Apneia,2019,https://boxd.it/198wF1,3.5,,,2020-05-14 +2020-05-17,Melancholia,2011,https://boxd.it/19jTad,2.5,,off,2020-05-16 +2020-05-18,Marco,2019,https://boxd.it/19qGb7,3,,,2020-05-16 +2020-05-19,Estranho Animal,2019,https://boxd.it/19xieP,1,,,2020-05-16 +2020-05-19,Planeta Fábrica,2019,https://boxd.it/19xsp9,3,,,2020-05-16 +2020-05-19,As Constituintes de 88,2019,https://boxd.it/19A6Ub,3,,,2020-05-16 +2020-05-19,Bonde,2019,https://boxd.it/19AgVt,1.5,,,2020-05-17 +2020-05-19,I Bleed,2019,https://boxd.it/19Ai9B,3,,,2020-05-17 +2020-05-20,Tempestade,2019,https://boxd.it/19FBix,3,,,2020-05-17 +2020-05-20,A Ética das Hienas,2019,https://boxd.it/19FBvr,1,,,2020-05-17 +2020-05-20,A Primeira Foto,2019,https://boxd.it/19FBBT,2,,,2020-05-17 +2020-05-20,Jorge,2019,https://boxd.it/19FBWn,1.5,,,2020-05-17 +2020-05-20,Mona,2019,https://boxd.it/19FC9B,3,,,2020-05-17 +2020-05-20,Angela,2019,https://boxd.it/19FCtL,4,,,2020-05-18 +2020-05-20,Drawing Life,2018,https://boxd.it/19FCGb,2.5,,,2020-05-18 +2020-05-20,Licença Poética,2019,https://boxd.it/19FCQ1,2.5,,,2020-05-18 +2020-05-20,Entremarés,2018,https://boxd.it/19FCZH,3,,,2020-05-18 +2020-05-20,Extracts,2019,https://boxd.it/19FD7V,2,,,2020-05-18 +2020-05-20,Sem Asas,2019,https://boxd.it/19FDfP,4,,,2020-05-18 +2020-05-20,BLACKN3SS,2019,https://boxd.it/19FDm7,2,,,2020-05-18 +2020-05-20,The Feather Pillow,2018,https://boxd.it/19FDI3,2,,,2020-05-18 +2020-05-20,Around Copacabana,2020,https://boxd.it/19FEph,4,,,2020-05-18 +2020-05-20,Vento de Sal,2018,https://boxd.it/19FDU9,2,,,2020-05-19 +2020-05-20,Fartura,2019,https://boxd.it/19FE4t,5,,,2020-05-19 +2020-05-20,Resurrection,2019,https://boxd.it/19FF7j,3.5,,,2020-05-19 +2020-05-20,O Grande Amor de um Lobo,2018,https://boxd.it/19FIJb,4,,,2020-05-19 +2020-05-20,Mia madre,2015,https://boxd.it/19FKrD,3,,,2020-05-19 +2020-05-21,Equinox Flower,1958,https://boxd.it/19MNpJ,4,,medeiafilmes,2020-05-20 +2020-05-27,Soul in the Eye,1973,https://boxd.it/1atWcv,4.5,,youtube,2020-05-26 +2020-05-31,Mission Persephone,2020,https://boxd.it/1aTvgn,2,,,2020-05-30 +2020-05-31,Republic,2020,https://boxd.it/1aTSvb,4.5,,,2020-05-30 +2020-05-31,Sky Over Water,1978,https://boxd.it/1aU4KH,3.5,,,2020-05-30 +2020-06-01,The Distance Between Us and the Sky,2019,https://boxd.it/1b0EXT,2,,,2020-05-31 +2020-06-01,Cru,2019,https://boxd.it/1b0JvP,1.5,,,2020-05-31 +2020-06-01,Circus Person,2020,https://boxd.it/1b15EJ,2.5,,,2020-05-31 +2020-06-01,Bird Karma,2018,https://boxd.it/1b1aUx,2,,,2020-05-31 +2020-06-01,Marooned,2019,https://boxd.it/1b1zDh,3,,,2020-05-31 +2020-06-01,Bilby,2018,https://boxd.it/1b1DjZ,3,,,2020-05-31 +2020-06-02,And Then the Bear,2019,https://boxd.it/1b6xPv,3,,,2020-06-01 +2020-06-02,Tokyo Story,1953,https://boxd.it/1b7MNr,3,,off,2020-06-01 +2020-06-02,PLAGUE INC.,2020,https://boxd.it/1b8blx,1,,,2020-06-01 +2020-06-03,Beatles Electroniques,1969,https://boxd.it/1bbJJ5,,,,2020-06-02 +2020-06-03,Mona Lisa,1973,https://boxd.it/1bbLLR,,,,2020-06-02 +2020-06-03,Atman,1975,https://boxd.it/1bbTdj,,,,2020-06-02 +2020-06-03,The Last Portrait,2016,https://boxd.it/1bcG2J,2,,,2020-06-02 +2020-06-04,Parasite,2019,https://boxd.it/1biglH,3.5,,off,2020-06-03 +2020-06-05,The Girl Who Danced with the Devil,2016,https://boxd.it/1bqh8b,3,,,2020-06-04 +2020-06-11,Foli,2010,https://boxd.it/1c44xx,4,,,2020-06-09 +2020-06-12,Amores Perros,2000,https://boxd.it/1cbkjZ,4,,off,2020-06-11 +2020-06-16,Psycho,1960,https://boxd.it/1czSIR,4.5,,tv,2020-06-15 +2020-06-16,Paisagem é Narrativa,2020,https://boxd.it/1cC4mR,1.5,,,2020-06-15 +2020-06-16,Rabbits,2002,https://boxd.it/1cCcLF,3,,,2020-06-15 +2020-06-16,Fire,2015,https://boxd.it/1cCghp,1.5,,,2020-06-15 +2020-06-17,Querida Mamãe,2017,https://boxd.it/1cKTIZ,0.5,,tv,2020-06-17 +2020-06-19,In the Heart of the World,2019,https://boxd.it/1cSpVv,2,,,2020-06-18 +"2020-06-20,Neon Bull,2015,https://boxd.it/1cZtzx,3.5,Yes,""off, tv"",2020-06-19" +2020-06-21,The Story of Fausta,1988,https://boxd.it/1d2Dhz,1,,,2020-06-20 +2020-06-23,Maria,2018,https://boxd.it/1dgoLn,4,,,2020-06-22 +2020-06-23,Malaria,2013,https://boxd.it/1dgoP5,4,,,2020-06-22 +2020-06-23,Kbela,2015,https://boxd.it/1dhoe1,5,,,2020-06-22 +2020-06-24,The Hitchhiker's Guide to the Galaxy,2005,https://boxd.it/1dm6QL,2.5,,,2020-06-23 +2020-06-25,Island,2018,https://boxd.it/1duRT9,4.5,,,2020-06-24 +2020-06-25,To the End,2020,https://boxd.it/1duS0J,3.5,,,2020-06-24 +2020-06-28,Meu Preço,2018,https://boxd.it/1dMrfD,2.5,,,2020-06-27 +2020-06-29,Guaxuma,2018,https://boxd.it/1dR3PH,5,,,2020-06-28 +2020-06-29,ELEGGUA,2018,https://boxd.it/1dTGWB,3,,,2020-06-28 +2020-06-29,Esta Não é a Sua Vida,1991,https://boxd.it/1dTK15,4,,vimeo,2020-06-28 +2020-06-29,The Day Dorival Faced the Guards,1986,https://boxd.it/1dTKYh,5,,vimeo,2020-06-28 +2020-06-29,Madame Satã,2002,https://boxd.it/1dTLKF,3.5,,off,2020-06-28 +2020-06-30,Foreign Land,1995,https://boxd.it/1dY8S1,5,,off,2020-06-29 +2020-07-01,A Starry Sky,1996,https://boxd.it/1e5gsT,1.5,,,2020-06-30 +2020-07-01,Ossos,2014,https://boxd.it/1e5orf,0.5,,,2020-06-30 +2020-07-01,We Are All Here,2016,https://boxd.it/1e5w8Z,5,,,2020-06-30 +2020-07-01,Megalopolis,1973,https://boxd.it/1e5wEB,4,,vimeo,2020-06-30 +2020-07-01,Fantasma da Saudade no Vale da Morte,2016,https://boxd.it/1e5xvb,1,,vimeo,2020-06-30 +2020-07-01,Eye for an Eye,1966,https://boxd.it/1e5xGN,2.5,,youtube,2020-06-30 +2020-07-04,O Sanduíche,2000,https://boxd.it/1emLUN,4,,,2020-07-03 +2020-07-04,Guida,2015,https://boxd.it/1en0GV,5,,,2020-07-03 +2020-07-05,Rota de Fuga,2017,https://boxd.it/1esesj,2.5,,tv,2020-07-04 +2020-07-05,Smoke Gets in Your Eyes,2009,https://boxd.it/1etsBL,1,,primevideo,2020-07-04 +2020-07-05,Invisible Life,2019,https://boxd.it/1eu3vZ,4.5,,off,2020-07-04 +2020-07-06,Tropicália,2012,https://boxd.it/1eyBzz,4,Yes,,2020-07-05 +2020-07-07,The Amulet of Ogum,1974,https://boxd.it/1eHrUF,3,,tv,2020-07-06 +2020-07-08,Pariah,2011,https://boxd.it/1eOktV,4,,off,2020-07-07 +2020-07-10,Sailor,2014,https://boxd.it/1f0sIX,0.5,,,2020-07-09 +2020-07-10,Renovation,2018,https://boxd.it/1f0sWv,2,,,2020-07-09 +2020-07-10,Janaína Colorida Feito o Céu,2014,https://boxd.it/1f0t7D,3,,,2020-07-09 +2020-07-10,Louça de Deus,2016,https://boxd.it/1f0vDh,2,,,2020-07-09 +2020-07-11,1996,2019,https://boxd.it/1f7DdZ,2,,,2020-07-10 +2020-07-11,Êles,2019,https://boxd.it/1f7DvJ,3,,,2020-07-10 +2020-07-11,Purple Dictatorship,2020,https://boxd.it/1f7F33,2,,,2020-07-10 +2020-07-11,Em Reforma,2019,https://boxd.it/1f7Fol,3,,,2020-07-10 +2020-07-13,Depois da Meia Noite,2020,https://boxd.it/1fnX7T,1.5,,,2020-07-12 +2020-07-14,A Hora Morta,2020,https://boxd.it/1fuSW7,1,,,2020-07-12 +2020-07-17,They Will Have to Kill Us First,2015,https://boxd.it/1fKfCp,3,,,2020-07-16 +2020-07-18,Saindo de Casa,2017,https://boxd.it/1fPULH,1,,,2020-07-17 +2020-07-18,Ícaro,2017,https://boxd.it/1fQ3VB,0.5,,,2020-07-17 +2020-07-18,New York New York,2020,https://boxd.it/1fRMS5,2,,,2020-07-17 +2020-07-18,Nefta Football Club,2018,https://boxd.it/1fRV3b,4.5,,,2020-07-17 +2020-07-19,Em Nome de Deus,2020,https://boxd.it/1fWs11,3,,tv,2020-07-18 +2020-07-19,Campo dos Afonsos,2020,https://boxd.it/1fZovH,0.5,,,2020-07-18 +2020-07-19,WHAT DID JACK DO?,2017,https://boxd.it/1fZtw1,1,,,2020-07-18 +2020-07-19,Mercy,2019,https://boxd.it/1g09zL,2.5,,,2020-07-18 +2020-07-29,Sobrevida,2020,https://boxd.it/1h26hR,0.5,,,2020-07-28 +2020-07-29,Elementos Naturais,2020,https://boxd.it/1h2c79,1,,,2020-07-28 +2020-07-29,Só Jesus salva,2019,https://boxd.it/1h2dQf,1,,,2020-07-28 +2020-07-29,Paciente,2020,https://boxd.it/1h2nxH,1,,,2020-07-28 +2020-07-29,Comentários a respeito de Belchior,2020,https://boxd.it/1h2sSP,1.5,,,2020-07-28 +2020-07-29,eu acho que o cinema devia ser de graça para o povo,2019,https://boxd.it/1h2zen,1.5,,,2020-07-28 +2020-07-29,White Hole,1979,https://boxd.it/1h3oXD,,,,2020-07-28 +2020-07-29,Everything Visible Is Empty,1975,https://boxd.it/1h3p7t,,,,2020-07-28 +2020-07-29,Phantom,1975,https://boxd.it/1h3pJd,,,,2020-07-28 +2020-07-29,Shift,1982,https://boxd.it/1h3pQD,,,,2020-07-28 +2020-07-31,Metastasis,1971,https://boxd.it/1hcsvr,,,,2020-07-29 +2020-07-31,Engram,1987,https://boxd.it/1hcujH,,,,2020-07-29 +2020-07-31,Connection,1981,https://boxd.it/1hcwpn,,,,2020-07-29 +2020-07-31,Sway,1985,https://boxd.it/1hcwRr,,,,2020-07-29 +2020-07-31,For My Crushed Right Eye,1969,https://boxd.it/1hcAnv,,,,2020-07-29 +2020-07-31,Relation,1982,https://boxd.it/1hcBgl,,,,2020-07-29 +2020-07-31,Ecstasis,1969,https://boxd.it/1hcBrj,,,,2020-07-29 +2020-07-31,Araby,2017,https://boxd.it/1hdCcL,4,,itaucultural,2020-07-30 +2020-08-02,Azougue Nazareth,2018,https://boxd.it/1hppt9,3.5,,itaucultural,2020-08-01 +2020-08-04,Gloria and Grace,2017,https://boxd.it/1hDiNp,1.5,,tv,2020-08-03 +"2020-08-04,""Paris, Texas"",1984,https://boxd.it/1hEd6x,5,,off,2020-08-03" +2020-08-05,Roberto Carlos em Ritmo de Aventura,1968,https://boxd.it/1hHyQH,2,,tv,2020-08-04 +2020-08-05,Joker,2019,https://boxd.it/1hJxiX,2.5,,tv,2020-08-04 +2020-08-07,Adoniran - Meu Nome é João Rubinato,2018,https://boxd.it/1hVG29,4,,tv,2020-08-05 +2020-08-16,Divine Love,2019,https://boxd.it/1iTr1Z,1,,off,2020-08-15 +2020-08-18,Four Days in September,1997,https://boxd.it/1j4uJ3,4,,tv,2020-08-17 +2020-08-18,The Middle of the World,2003,https://boxd.it/1j57rd,2,,tv,2020-08-17 +2020-08-20,My Name Is Baghdad,2020,https://boxd.it/1jiSvH,4,,,2020-08-19 +2020-08-26,המכנסיים של פושקין,2019,https://boxd.it/1jSu9f,2.5,,,2020-08-20 +2020-08-26,Whales Don't Swim,2020,https://boxd.it/1jSC1t,3,,,2020-08-20 +2020-08-26,Barbie & Bob,2020,https://boxd.it/1jSIaL,1.5,,,2020-08-20 +2020-08-26,Buck,2019,https://boxd.it/1jSVaf,2,,,2020-08-20 +2020-08-26,Champ de Mars,2019,https://boxd.it/1jTGyX,3.5,,,2020-08-20 +2020-08-26,Different,2019,https://boxd.it/1jUsFx,3,,,2020-08-20 +2020-08-26,Lírio Vermelho,2020,https://boxd.it/1jVh9d,1.5,,,2020-08-20 +2020-08-22,Greta,2019,https://boxd.it/1jun4J,2,,,2020-08-21 +2020-08-26,Veronica,2020,https://boxd.it/1jVRVH,2,,,2020-08-21 +2020-08-26,Difícil é Não Brincar,,https://boxd.it/1jVUnN,2.5,,,2020-08-21 +2020-08-26,Opera Night Feather,2019,https://boxd.it/1jVVBB,1,,,2020-08-21 +2020-08-26,Mi Abuelo Conoce a King Kong,2019,https://boxd.it/1jVVR5,0.5,,,2020-08-21 +2020-08-23,Elegy of a Crime,2018,https://boxd.it/1jAHQb,3.5,,,2020-08-22 +2020-08-23,Partido Alto,1976,https://boxd.it/1jAQ7T,5,,,2020-08-22 +2020-08-26,Rehak,2020,https://boxd.it/1jVW8P,0.5,,,2020-08-22 +2020-08-26,Trench,2019,https://boxd.it/1jVWxv,2.5,,,2020-08-22 +2020-08-24,Close-Knit,2017,https://boxd.it/1jIJgP,3.5,,,2020-08-23 +2020-08-26,El B(eso),2019,https://boxd.it/1jVq4V,2,,,2020-08-23 +2020-08-26,El Club,2020,https://boxd.it/1jVuLf,2,,,2020-08-23 +2020-08-25,The Silences,2018,https://boxd.it/1jOuDh,4,,,2020-08-24 +2020-08-26,The Little Soul,2019,https://boxd.it/1jSwl3,3,,,2020-08-24 +2020-08-26,Daniel,2019,https://boxd.it/1jTXVJ,4,,,2020-08-24 +2020-08-26,Clear Valley Report,,https://boxd.it/1jU9EF,2,,,2020-08-24 +2020-08-26,Weekend,2020,https://boxd.it/1jUDzv,2.5,,,2020-08-24 +2020-08-26,Foil Man,2019,https://boxd.it/1jUU3h,0.5,,,2020-08-25 +2020-08-26,La Mamita,2020,https://boxd.it/1jV8u7,2.5,,,2020-08-25 +2020-08-26,Sonnez Après Minuit,2021,https://boxd.it/1jVaZB,4,,,2020-08-25 +2020-08-26,Shunkan,2020,https://boxd.it/1jVxFJ,2,,,2020-08-25 +2020-08-26,It Will Get Better,2020,https://boxd.it/1jVF2v,4,,,2020-08-25 +2020-08-26,W,2019,https://boxd.it/1jVUc1,5,,,2020-08-25 +2020-08-27,Virago,2019,https://boxd.it/1jZuOB,2.5,,,2020-08-26 +2020-08-29,Garden City Beautiful,2019,https://boxd.it/1ke4Mp,4.5,,,2020-08-28 +2020-08-29,Céu Na Terra,2020,https://boxd.it/1kehRn,1,,,2020-08-28 +2020-08-31,Of the Observatory I Saw,2020,https://boxd.it/1ksVnF,1,,,2020-08-30 +2020-08-31,Two War Images,2020,https://boxd.it/1kt3AR,0.5,,,2020-08-30 +2020-08-31,Pelano!,2019,https://boxd.it/1ktAZv,4,,,2020-08-30 +2020-09-04,Where I Grow Old,2016,https://boxd.it/1kPGIz,4,,netflix,2020-09-03 +2020-09-04,Lost in Translation,2003,https://boxd.it/1kSMhb,0.5,,primevideo,2020-09-03 +2020-09-06,Gone Girl,2014,https://boxd.it/1l4Hqr,1.5,,primevideo,2020-09-05 +2020-09-06,Basic Instinct,1992,https://boxd.it/1l6ZTl,0.5,,netflix,2020-09-05 +2020-09-09,I'm Thinking of Ending Things,2020,https://boxd.it/1lpxhL,0.5,,netflix,2020-09-08 +2020-09-10,The Truman Show,1998,https://boxd.it/1lx8UJ,3,,,2020-09-09 +2020-09-11,She's Gotta Have It,1986,https://boxd.it/1lCnEV,3,,netflix,2020-09-10 +2020-09-11,Saturday Night Fever,1977,https://boxd.it/1lDTYZ,0.5,,netflix,2020-09-10 +2020-09-15,Ele Não,2019,https://boxd.it/1m3mcZ,2,,,2020-09-14 +2020-09-15,The Godfather,1972,https://boxd.it/1m4eYj,2.5,,netflix,2020-09-14 +2020-09-20,Vou Nadar Até Você,2019,https://boxd.it/1myoaj,0.5,,,2020-09-19 +2020-09-23,Um Lugar ao Sul,2018,https://boxd.it/1mR7qd,3.5,,,2020-09-21 +2020-09-23,Terra,2019,https://boxd.it/1mR7MD,3,,,2020-09-21 +2020-09-23,Demonia: A Melodrama in 3 Acts,2016,https://boxd.it/1mRb4Z,4,,,2020-09-22 +2020-09-23,Fire Mouth,2017,https://boxd.it/1mRbqV,4.5,,,2020-09-22 +2020-09-23,A Culpa é do Neymar,2015,https://boxd.it/1mRf8h,3,,,2020-09-22 +2020-09-24,The Honest Candidate,2014,https://boxd.it/1mY8CD,0.5,,tv,2020-09-23 +2020-09-24,The Strong Ones,2019,https://boxd.it/1mYfRP,2.5,,tv,2020-09-23 +2020-09-24,The Daytime Doorman,2016,https://boxd.it/1mYEiv,0.5,,,2020-09-24 +2020-09-26,Bao,2018,https://boxd.it/1n90Yj,4,,,2020-09-25 +2020-09-26,Babel,2006,https://boxd.it/1n9MjN,3.5,,tv,2020-09-26 +2020-09-28,Travessia,2017,https://boxd.it/1nokBf,3,,,2020-09-27 +2020-09-29,La Maison en Petits Cubes,2008,https://boxd.it/1nr8xr,4,,,2020-09-27 +2020-09-30,Party Over,2019,https://boxd.it/1nzCvL,4.5,,off,2020-09-29 +2020-09-30,Life in Gray,2017,https://boxd.it/1nzXO5,2.5,,youtube,2020-09-29 +2020-10-01,Califórnia,2015,https://boxd.it/1nEP3Z,1,,netflix,2020-09-30 +2020-10-04,Don't Call Me Son,2016,https://boxd.it/1nWvS5,1.5,,netflix,2020-10-03 +2020-10-05,The Movie of My Life,2017,https://boxd.it/1o4HbX,2,,netflix,2020-10-04 +2020-10-05,The Age of Innocence,1993,https://boxd.it/1o922l,4.5,,netflix,2020-10-04 +2020-10-06,The Social Dilemma,2020,https://boxd.it/1odKlf,1,,netflix,2020-10-05 +2020-10-08,Ângelo,2020,https://boxd.it/1ooMGr,4,,,2020-10-07 +2020-10-08,Fifteen,2014,https://boxd.it/1ooWFD,3,,youtube,2020-10-07 +2020-10-17,Alice Júnior,2019,https://boxd.it/1pkVuZ,2.5,,netflix,2020-10-16 +2020-10-19,Yesterday There Were Strange Things in the Sky,2020,https://boxd.it/1pAZ4D,3,,netflix,2020-10-18 +2020-10-27,Paradise Lost,2018,https://boxd.it/1qwo6X,4,,netflix,2020-10-26 +2020-11-02,The Asphalt Kiss,2018,https://boxd.it/1rbEbL,4,,tv,2020-11-01 +2020-11-02,Ford v Ferrari,2019,https://boxd.it/1rc1Hb,2.5,,tv,2020-11-01 +2020-11-25,The Queen's Gambit,2020,https://boxd.it/1twBUt,3.5,,netflix,2020-11-24 +2020-11-25,If Anything Happens I Love You,2020,https://boxd.it/1tyPJj,1,,netflix,2020-11-24 +2020-12-02,Reflections of a Blender,2010,https://boxd.it/1umw8t,3,,netflix,2020-12-01 +2020-12-05,Father’s Chair,2012,https://boxd.it/1uGF7p,1,,netflix,2020-12-04 +2020-12-15,The Intruder,2019,https://boxd.it/1vMIvl,0.5,,tv,2020-12-11 +2020-12-15,Extremely Loud & Incredibly Close,2011,https://boxd.it/1vMISz,0.5,,tv,2020-12-12 +2020-12-15,In Therapy,2009,https://boxd.it/1vN1ur,1,,tv,2020-12-14 +2020-12-15,Intervenção,2017,https://boxd.it/1vN5td,0.5,,tv,2020-12-14 +2020-12-15,Bohemian Rhapsody,2018,https://boxd.it/1vQvuR,1.5,,tv,2020-12-14 +2020-12-17,Emicida: AmarElo - It's All for Yesterday,2020,https://boxd.it/1w3xxf,4,,netflix,2020-12-16 +2020-12-23,Trust Me,2014,https://boxd.it/1wLi5X,1,,,2020-12-18 +2020-12-23,On the Fringes of São Paulo: Homeless,2004,https://boxd.it/1wM7tV,3,,,2020-12-19 +2021-01-04,Baby Driver,2017,https://boxd.it/1yU14p,3,,netflix,2021-01-03 +2021-01-04,The Devil All the Time,2020,https://boxd.it/1yWb9D,2.5,,netflix,2021-01-03 +2021-01-05,The Invisible Guest,2016,https://boxd.it/1z5Ccn,4,,,2021-01-04 +2021-01-07,The Kitchen,1975,https://boxd.it/1znyfX,,,,2021-01-06 +2021-01-07,Dolemite Is My Name,2019,https://boxd.it/1zoLVp,3.5,,netflix,2021-01-06 +2021-01-11,I Am Not Your Negro,2016,https://boxd.it/1zZbdv,4.5,,cinesesc,2021-01-09 +2021-01-12,Alike,2015,https://boxd.it/1A9TWT,3,,,2021-01-10 +2021-01-12,About a Month,2013,https://boxd.it/1Aa0JR,2.5,,,2021-01-10 +2021-01-12,Matinta,2010,https://boxd.it/1Aafdh,2,,,2021-01-11 +2021-01-12,Colors & Boots,2010,https://boxd.it/1AakJR,2,,,2021-01-11 +2021-01-12,Tudo Bem,2020,https://boxd.it/1AaxZj,2,,,2021-01-11 +2021-01-13,Batom vermelho sangue,2020,https://boxd.it/1AioUb,2.5,,,2021-01-12 +2021-01-19,Double Dad,2021,https://boxd.it/1BhXfT,1.5,,netflix,2021-01-18 +2021-01-25,Felipa e o Foguete,2017,https://boxd.it/1C5XhZ,3,,globoplay,2021-01-22 +2021-01-26,Ainda Te Amo Demais,2020,https://boxd.it/1Cj6hl,3,,mostratiradentes,2021-01-24 +"2021-01-26,""Adelaide, Aqui Não Há Segunda Vez Para o Erro"",2020,https://boxd.it/1Cjgk5,2.5,,mostratiradentes,2021-01-24" +2021-01-27,5 Fitas,2020,https://boxd.it/1CmavH,4,,mostratiradentes,2021-01-24 +2021-01-27,23 Minutos,2020,https://boxd.it/1Cmh5V,3.5,,mostratiradentes,2021-01-24 +2021-01-27,A Destruição do Planeta Live,2021,https://boxd.it/1Cmyhf,2,,mostratiradentes,2021-01-24 +2021-01-27,À Beira do Planeta Mainha Soprou a Gente,2020,https://boxd.it/1CmGZT,4,,mostratiradentes,2021-01-24 +2021-01-27,Truth Comes Out of its Well to Shame Mankind,2021,https://boxd.it/1Cng2X,2.5,,mostratiradentes,2021-01-24 +2021-01-27,A Pontualidade dos Tubarões,2020,https://boxd.it/1CnmCH,2,,mostratiradentes,2021-01-24 +2021-01-27,Rodson ou (Onde o Sol Não Tem Dó),2020,https://boxd.it/1CpQgP,3,,mostratiradentes,2021-01-25 +2021-01-28,Babelon,2021,https://boxd.it/1CuVzd,1.5,,,2021-01-25 +2021-01-28,Animais na Pista,2021,https://boxd.it/1Cvl83,3.5,,mostratiradentes,2021-01-25 +2021-01-28,Casa com Parede,2020,https://boxd.it/1CvyDt,2.5,,mostratiradentes,2021-01-25 +2021-01-28,Caminhos na Noite,2020,https://boxd.it/1CvGqx,0.5,,mostratiradentes,2021-01-25 +2021-01-29,Won't You Come Out To Play,2020,https://boxd.it/1CDGy3,1,,mostratiradentes,2021-01-25 +2021-01-29,The Fantastic Garden,2020,https://boxd.it/1CDP1x,1.5,,mostratiradentes,2021-01-25 +2021-01-29,O menino e o ovo,2020,https://boxd.it/1CFeib,2,,mostratiradentes,2021-01-26 +2021-01-29,The Mineral World,2020,https://boxd.it/1CFhVP,3,,mostratiradentes,2021-01-26 +2021-01-29,Dogs’ Street Opera,2020,https://boxd.it/1CFjyD,1,,mostratiradentes,2021-01-26 +2021-01-29,PIETÀ,2020,https://boxd.it/1CFmjr,3,,mostratiradentes,2021-01-26 +2021-01-29,Pega-se Facção,2020,https://boxd.it/1CFvqB,4,,mostratiradentes,2021-01-26 +2021-01-29,Pátria,2020,https://boxd.it/1CFytN,3,,mostratiradentes,2021-01-26 +2021-01-29,From Another Seasons,2021,https://boxd.it/1CFOvZ,3,,mostratiradentes,2021-01-26 +2021-01-29,4 Billions Infinites,2020,https://boxd.it/1CFUCd,4,,mostratiradentes,2021-01-26 +2021-01-29,Abjetas 288,2021,https://boxd.it/1CG8En,3.5,,mostratiradentes,2021-01-27 +2021-01-30,Novo Mundo,2020,https://boxd.it/1CLBcn,3.5,,mostratiradentes,2021-01-27 +2021-01-30,Preces Precipitadas de um Lugar Sagrado Que Não Existe Mais,2020,https://boxd.it/1CM2yv,1,,mostratiradentes,2021-01-27 +2021-01-30,First Carnival,2020,https://boxd.it/1CMekZ,1.5,,mostratiradentes,2021-01-27 +2021-01-30,Rádio Capital Alvorada,2020,https://boxd.it/1CMncb,1.5,,mostratiradentes,2021-01-27 +2021-01-30,Quarta: Dia de Jogo,2021,https://boxd.it/1CMqsL,3,,mostratiradentes,2021-01-27 +2021-01-30,Rebu - A Egolombra de uma Sapatão Quase Arrependida,2019,https://boxd.it/1CMLNb,4,,mostratiradentes,2021-01-27 +2021-01-30,SAPATÃO: uma racha/dura no sistema,2020,https://boxd.it/1CNjQN,2,,mostratiradentes,2021-01-27 +2021-01-31,Sunday Movie,2020,https://boxd.it/1CTCM3,1.5,,mostratiradentes,2021-01-27 +2021-01-31,Vida Dentro de um Melão,2020,https://boxd.it/1CUNRb,3,,mostratiradentes,2021-01-28 +2021-01-31,Foguete,2020,https://boxd.it/1CUXwR,3,,mostratiradentes,2021-01-28 +2021-01-31,Travelling Wind,2020,https://boxd.it/1CV2r3,3,,mostratiradentes,2021-01-28 +2021-01-31,Sketches,2021,https://boxd.it/1CViKF,1.5,,mostratiradentes,2021-01-28 +2021-01-31,Três Graças,2020,https://boxd.it/1CVu7F,2,,,2021-01-28 +2021-01-31,Vander,2021,https://boxd.it/1CVyPh,2.5,,mostratiradentes,2021-01-28 +2021-01-31,Fireflies,2021,https://boxd.it/1CVMjT,0.5,,mostratiradentes,2021-01-28 +2021-01-31,videomemoria,2020,https://boxd.it/1CWaph,2,,mostratiradentes,2021-01-28 +2021-01-31,Napo,2020,https://boxd.it/1CWmel,2,,mostratiradentes,2021-01-28 +2021-01-31,De Dora por Sara,2020,https://boxd.it/1CWsUd,2.5,,mostratiradentes,2021-01-29 +2021-01-31,The Boat and the River,2020,https://boxd.it/1CWC21,3,,mostratiradentes,2021-01-29 +2021-01-31,Uma Noite Sem Lua,2020,https://boxd.it/1CWE2H,1,,mostratiradentes,2021-01-29 +2021-01-31,Vitória,2020,https://boxd.it/1CWJRb,2.5,,mostratiradentes,2021-01-29 +2021-01-31,Você tem Olhos Tristes,2020,https://boxd.it/1CWRb3,1.5,,mostratiradentes,2021-01-29 +2021-01-31,Out of Place,2020,https://boxd.it/1CWVG5,2,,mostratiradentes,2021-01-29 +2021-01-31,Levantado do Chão,2021,https://boxd.it/1CX2Mz,2.5,,mostratiradentes,2021-01-29 +2021-01-31,Noções de Casa,2020,https://boxd.it/1CX8DN,2.5,,mostratiradentes,2021-01-29 +2021-01-31,Have You Ever Tried to Look Into My Eyes?,2020,https://boxd.it/1CXbdD,3,,mostratiradentes,2021-01-30 +2021-01-31,Letícia Monte Bonito 04,2020,https://boxd.it/1CXlF3,3,,mostratiradentes,2021-01-30 +2021-01-31,Menarche,2020,https://boxd.it/1CXyJR,2.5,,mostratiradentes,2021-01-30 +2021-01-31,She Who Lives Upstairs,2020,https://boxd.it/1CXFNL,2,,mostratiradentes,2021-01-30 +2021-02-03,Lila,2014,https://boxd.it/1Dqvs7,2,,youtube,2021-02-02 +2021-02-11,Something Like That,2017,https://boxd.it/1Eudsv,1.5,,tv,2021-02-10 +2021-02-11,Minha Vida em Marte,2018,https://boxd.it/1EuRHF,0.5,,tv,2021-02-10 +2021-02-12,Daughters of the Wind,2005,https://boxd.it/1EzalV,3,,tv,2021-02-11 +2021-02-14,Saucy Toinha,2020,https://boxd.it/1EW7fr,2.5,,,2021-02-13 +2021-02-16,Malcolm & Marie,2021,https://boxd.it/1FeBxV,1.5,,netflix,2021-02-15 +2021-02-17,Elis,2016,https://boxd.it/1FldDf,2,,tv,2021-02-16 +2021-02-18,Refavela 40,2019,https://boxd.it/1FtW9b,4,,tv,2021-02-17 +2021-02-22,Behind Her Eyes,2021,https://boxd.it/1G9tDb,1,,netflix,2021-02-20 +2021-02-22,O Mar é Ali em Cima,2018,https://boxd.it/1G9uyL,3,,,2021-02-21 +2021-02-22,Som Guia,2015,https://boxd.it/1G9v2r,4,,tv,2021-02-21 +2021-02-27,Daughter,2019,https://boxd.it/1GMxpl,3,,,2021-02-26 +2021-02-27,She Who Wears the Rain,2019,https://boxd.it/1GN26p,3,,,2021-02-26 +2021-02-28,Capécia,2021,https://boxd.it/1GUkt1,1,,,2021-02-26 +2021-02-28,Inspirações,2021,https://boxd.it/1GVpAt,3,,,2021-02-27 +2021-02-28,M8 - When Death Rescues Life,2019,https://boxd.it/1GWJDf,1,,netflix,2021-02-27 +2021-03-02,A Man Amidst Bees,2015,https://boxd.it/1HcZBB,0.5,,netflix,2021-02-28 +2021-03-03,Sadla,2019,https://boxd.it/1HkeoB,2.5,,panoramacoisadecinema,2021-03-02 +2021-03-03,Filhas de Lavadeiras,2019,https://boxd.it/1HkP8Z,3,,panoramacoisadecinema,2021-03-02 +2021-03-03,Sing Along,2020,https://boxd.it/1HkQ1F,3,,panoramacoisadecinema,2021-03-02 +2021-03-03,Sobre Nossas Cabeças,2020,https://boxd.it/1HkXNh,2,,panoramacoisadecinema,2021-03-02 +2021-03-26,Night Mode,2021,https://boxd.it/1KqlhL,1,,panoramacoisadecinema,2021-03-02 +2021-03-09,I Care a Lot,2020,https://boxd.it/1Ianbl,1,,netflix,2021-03-08 +2021-03-17,Thoroughbreds,2017,https://boxd.it/1Je3mF,1.5,,netflix,2021-03-16 +2021-03-20,Red Dragon,2002,https://boxd.it/1JC1kl,2,,,2021-03-19 +2021-03-24,Gosto se Discute,2017,https://boxd.it/1K6Smp,0.5,,tv,2021-03-22 +2021-03-25,Friendly Beast,2017,https://boxd.it/1KfEgP,1,,netflix,2021-03-23 +2021-03-26,Noturna,2014,https://boxd.it/1KqCHr,2,,festivalalagoanes,2021-03-25 +2021-03-26,Vamos Ficar Sozinhas,2019,https://boxd.it/1KqDsn,3,,festivalalagoanes,2021-03-25 +2021-04-01,Elena and Her Men,1956,https://boxd.it/1LgVTb,3,,medeiafilmes,2021-03-31 +2021-04-13,Deadly Illusions,2021,https://boxd.it/1MZOdL,0.5,,netflix,2021-04-11 +2021-04-16,Canvas,2020,https://boxd.it/1NrV6D,2,,netflix,2021-04-14 +2021-04-16,A Love Song for Latasha,2019,https://boxd.it/1Ns6F5,2.5,,netflix,2021-04-14 +2021-04-16,Two Distant Strangers,2020,https://boxd.it/1NsIcl,1,,netflix,2021-04-14 +2021-04-17,Three Summers,2019,https://boxd.it/1NByjz,1.5,,cinesesc,2021-04-16 +2021-04-23,Morde & Assopra,,https://boxd.it/1OsU4R,0.5,,mostra10olhares,2021-04-22 +2021-04-23,Bridges over the Abyss,2018,https://boxd.it/1Ot1Wr,4,,mostra10olhares,2021-04-22 +2021-04-23,Eu Travesti?,2014,https://boxd.it/1Ot5H1,1,,mostra10olhares,2021-04-22 +2021-04-23,Relatos Tecnopobres,2019,https://boxd.it/1Ot9Vh,0.5,,mostra10olhares,2021-04-22 +2021-04-23,Their Happiness,2019,https://boxd.it/1OtiQb,1.5,,mostra10olhares,2021-04-22 +2021-04-26,The Father,2020,https://boxd.it/1OS6GD,2,,belasartesalacarte,2021-04-23 +2021-04-26,Tropical Curse,2016,https://boxd.it/1OS8WD,1.5,,mostra10olhares,2021-04-24 +2021-04-26,Film for Blind Poet,2012,https://boxd.it/1OXxfT,4,,mostra10olhares,2021-04-24 +2021-04-27,Futuro Beach,2014,https://boxd.it/1P7iEz,3,,mostra10olhares,2021-04-26 +2021-04-28,Itinerant State,2016,https://boxd.it/1Pddpr,2,,mostra10olhares,2021-04-27 +2021-04-28,Dona Sônia Pediu Uma Arma Para Seu Vizinho Alcides,2011,https://boxd.it/1PdGvj,2.5,,mostra10olhares,2021-04-27 +2021-04-29,Ma Rainey's Black Bottom,2020,https://boxd.it/1Pij2N,1,,,2021-04-27 +2021-05-05,Pacarrete,2019,https://boxd.it/1Qck7V,3,,off,2021-05-04 +2021-05-09,Billi Pig,2012,https://boxd.it/1QDySl,0.5,,tv,2021-05-07 +2021-05-14,SHOUT!,2018,https://boxd.it/1RjTgh,0.5,,youtube,2021-05-12 +2021-05-14,Now!,1965,https://boxd.it/1Rkach,3,,youtube,2021-05-12 +2021-05-14,Hail Sarajevo,1993,https://boxd.it/1RkiVT,4,,youtube,2021-05-12 +2021-05-15,Dark Habits,1983,https://boxd.it/1RukwB,2.5,,cinesesc,2021-05-14 +2021-05-16,Minami em Close-up - A Boca em Revista,2008,https://boxd.it/1REOkl,4,,embaúbaplay,2021-05-15 +2021-05-16,Obatala Film,2019,https://boxd.it/1RESZR,5,,embaúbaplay,2021-05-15 +2021-05-16,Faço de Mim O Que Quero,2009,https://boxd.it/1REZOr,0.5,,embaúbaplay,2021-05-15 +2021-05-17,Ruin,2016,https://boxd.it/1ROJGL,3,,embaúbaplay,2021-05-16 +2021-05-17,Everybody has its own way,2014,https://boxd.it/1ROWkX,3,,embaúbaplay,2021-05-16 +2021-05-17,Um Sol Alaranjado,2001,https://boxd.it/1RP63x,3,,embaúbaplay,2021-05-16 +2021-05-18,Ski Lessons,2013,https://boxd.it/1RVkC9,0.5,,embaúbaplay,2021-05-17 +2021-05-18,Story of a Feather,2015,https://boxd.it/1RVJbx,2.5,,embaúbaplay,2021-05-17 +2021-05-18,Vando aka Vedita,2017,https://boxd.it/1RVRqF,1,,embaúbaplay,2021-05-17 +2021-05-18,Ruído,2017,https://boxd.it/1RVXXv,2,,embaúbaplay,2021-05-17 +2021-05-19,Live Flesh,1997,https://boxd.it/1S2fIZ,1.5,,cinesesc,2021-05-17 +2021-05-19,The Sarcophagus,2010,https://boxd.it/1S5iCV,2.5,,embaúbaplay,2021-05-18 +2021-05-21,Women on the Verge of a Nervous Breakdown,1988,https://boxd.it/1SiMwz,2,,cinesesc,2021-05-20 +2021-05-21,The Flower of My Secret,1995,https://boxd.it/1SiNvH,3,,cinesesc,2021-05-20 +2021-05-22,The Cordial Man's End,2004,https://boxd.it/1Sq1ZZ,0.5,,youtube,2021-05-21 +2021-05-22,Backyard,2015,https://boxd.it/1SqtJF,1,,embaúbaplay,2021-05-21 +2021-05-22,O Lençol Branco,2004,https://boxd.it/1SqBpN,3,,embaúbaplay,2021-05-21 +2021-05-22,Handball,2010,https://boxd.it/1SqXXd,3.5,,embaúbaplay,2021-05-21 +2021-05-22,The Living Dead,2012,https://boxd.it/1Sr7YP,2,,embaúbaplay,2021-05-22 +2021-05-24,Marighella,2019,https://boxd.it/1SKvrX,3,,off,2021-05-23 +2021-05-31,The Wood,2020,https://boxd.it/1TDIZ9,2.5,,festcineitabaiana,2021-05-26 +2021-05-31,Na minha frente,2020,https://boxd.it/1TDJRZ,,,festcineitabaiana,2021-05-26 +2021-05-31,Sunflower,2021,https://boxd.it/1TDPaR,0.5,,festcineitabaiana,2021-05-26 +2021-05-31,Aperto,2019,https://boxd.it/1TEsYh,2,,festcineitabaiana,2021-05-26 +2021-05-31,ADUPÉ OBALUAÊ,2020,https://boxd.it/1TEy5n,,,festcineitabaiana,2021-05-26 +2021-05-31,Stone,2020,https://boxd.it/1TECDj,1,,festcineitabaiana,2021-05-27 +2021-05-31,Windows from Here,2021,https://boxd.it/1TEFNr,3,,festcineitabaiana,2021-05-27 +2021-05-31,Tônica da Cidade,2019,https://boxd.it/1TERt9,1.5,,festcineitabaiana,2021-05-27 +2021-05-31,The Other,2020,https://boxd.it/1TFkFN,3.5,,festcineitabaiana,2021-05-27 +2021-05-31,Soyka,2020,https://boxd.it/1TFtHD,1,,festcineitabaiana,2021-05-27 +2021-05-31,Iracema Plaza Hotel,2020,https://boxd.it/1TFw03,3,,festcineitabaiana,2021-05-27 +2021-06-02,Anna,2019,https://boxd.it/1TVJOd,3,,festcineitabaiana,2021-05-28 +2021-06-02,16,2020,https://boxd.it/1TVRb9,2.5,,festcineitabaiana,2021-05-28 +2021-06-02,Spring Forever,2021,https://boxd.it/1TVTcj,3,,festcineitabaiana,2021-05-28 +2021-06-02,Menina Veneno,2021,https://boxd.it/1TVZxd,1,,festcineitabaiana,2021-05-28 +2021-06-02,Cliché,2020,https://boxd.it/1TW417,2,,festcineitabaiana,2021-05-29 +2021-06-02,El barbero,2021,https://boxd.it/1TWdY3,1,,festcineitabaiana,2021-05-29 +2021-06-04,The Given Word,1962,https://boxd.it/1UbqLL,4,,cinesesc,2021-06-03 +2021-06-11,Fried Green Tomatoes,1991,https://boxd.it/1V6SY3,2,,cinesesc,2021-06-10 +2021-06-21,Halston,2021,https://boxd.it/1WjyYx,2.5,,netflix,2021-06-19 +2021-06-23,O Último Virgem,2016,https://boxd.it/1WzWhT,0.5,,netflix,2021-06-21 +2021-06-23,Teen's Confessions,2013,https://boxd.it/1WCiBZ,0.5,,netflix,2021-06-21 +2021-06-24,Carnaval,2021,https://boxd.it/1WKLrb,0.5,,netflix,2021-06-23 +2021-06-26,Just Like Our Parents,2017,https://boxd.it/1WXkV5,2,,netflix,2021-06-25 +2021-06-30,Mr & Mme Adelman,2017,https://boxd.it/1XvDnf,1,,netflix,2021-06-28 +2021-07-08,The Serpent,2021,https://boxd.it/1YEEaj,3,,netflix,2021-07-05 +2021-07-14,The Mighty Spirit,1999,https://boxd.it/1ZAcY7,4,,cinesesc,2021-07-12 +2021-07-14,Playing,2007,https://boxd.it/1ZAdrD,5,,cinesesc,2021-07-13 +2021-07-17,Elize Matsunaga: Once Upon a Crime,2021,https://boxd.it/1ZVlun,3,,netflix,2021-07-15 +2021-07-23,Stepmom,1998,https://boxd.it/20SYw1,2.5,,netflix,2021-07-22 +2021-07-25,Erin Brockovich,2000,https://boxd.it/21dq7N,2.5,,netflix,2021-07-23 +2021-07-27,Podecrer!,2007,https://boxd.it/21v1Lz,0.5,,netflix,2021-07-24 +2021-07-27,Todas as Melodias,2020,https://boxd.it/21v2I7,1,,canalcurta,2021-07-25 +2021-07-27,Jonah,2016,https://boxd.it/21yd9t,0.5,,netflix,2021-07-26 +2021-07-29,Trumbo,2015,https://boxd.it/21OonN,2.5,,cinesesc,2021-07-28 +2021-07-30,Partida,2019,https://boxd.it/21WOsP,3,,cinesesc,2021-07-29 +2021-08-01,Copacabana,2001,https://boxd.it/22fuYT,0.5,,cinesesc,2021-07-31 +2021-08-04,A Day with Jerusa,2020,https://boxd.it/22Ek5T,2.5,,netflix,2021-08-02 +2021-08-05,Three Identical Strangers,2018,https://boxd.it/22LcRz,1,,netflix,2021-08-03 +2021-08-07,How to Hack Your Boss,2021,https://boxd.it/237Tvv,0.5,,netflix,2021-08-06 +2021-08-11,Intervalo Clandestino,2006,https://boxd.it/23J1vn,0.5,,canalcurta,2021-08-09 +2021-08-13,Sergio,2020,https://boxd.it/23ZOvX,2,,netflix,2021-08-10 +2021-08-28,Ney - À Flor da Pele,2020,https://boxd.it/268jRf,2.5,,canalcurta,2021-08-24 +2021-08-28,A Treat of Coutinho,2019,https://boxd.it/268mfj,3,,canalcurta,2021-08-27 +2021-08-28,Saucy Toinha,2020,https://boxd.it/269jNT,4,,,2021-08-27 +2021-09-27,Palavra (En)Cantada,2009,https://boxd.it/2afkQn,3.5,,canalcurta,2021-09-25 +2021-09-30,My Salinger Year,2020,https://boxd.it/2aAGGL,2,,netflix,2021-09-27 +2021-09-30,As Incríveis Artimanhas da Nuvem Cigana,2016,https://boxd.it/2aAGX3,3.5,,canalcurta,2021-09-28 +2021-10-01,Confessions of an Invisible Girl,2021,https://boxd.it/2aLS4B,0.5,,netflix,2021-09-29 +2021-10-12,Maid,2021,https://boxd.it/2crf59,4,,netflix,2021-10-07 +2021-11-01,Surviving R. Kelly,2019,https://boxd.it/2fEonT,3,,netflix,2021-10-31 +2022-01-23,Cruella,2021,https://boxd.it/2vzRu9,0.5,,tv,2022-01-08 +2022-10-22,The 7 Lives of Lea,2022,https://boxd.it/3lDEyj,4,,netflix,2022-10-02 +2022-10-22,Do Revenge,2022,https://boxd.it/3lDIUD,2,,netflix,2022-10-10 +2022-10-22,Emma.,2020,https://boxd.it/3lDB1L,2.5,,netflix,2022-10-18 +2023-03-08,The Trial,2018,https://boxd.it/3X9YaN,1,,netflix,2023-03-07 +2023-03-08,Your Place or Mine,2023,https://boxd.it/3Xa3Zr,0.5,,netflix,2023-03-07 +2023-03-09,Little Women,2019,https://boxd.it/3XpXeL,3.5,,netflix,2023-03-08 +2023-03-23,Marie Antoinette,2006,https://boxd.it/41hrpd,3,,netflix,2023-03-21 +2023-03-23,Persuasion,2022,https://boxd.it/41hs83,0.5,,netflix,2023-03-22 +2023-04-01,An Education,2009,https://boxd.it/43C1DD,3,,netflix,2023-03-31 +2023-04-03,Sense and Sensibility,1995,https://boxd.it/447ASZ,2.5,,netflix,2023-04-02 +2023-04-05,The Glass Castle,2017,https://boxd.it/44IC9h,2,,netflix,2023-04-04 +2023-04-10,Brasil Impossível,2018,https://boxd.it/469DyZ,5,Yes,,2023-04-09 +2023-04-10,I Travel Because I Have to I Come Back Because I Love You,2009,https://boxd.it/469GPz,5,Yes,off,2023-04-09 +2023-04-21,BEEF,2023,https://boxd.it/490psH,4,,netflix,2023-04-14 +2023-04-21,Taxi Driver,1976,https://boxd.it/490pDv,3,,netflix,2023-04-16 +2023-04-21,Transatlantic,2023,https://boxd.it/490qzf,2.5,,netflix,2023-04-20 +2023-04-25,Monday,2020,https://boxd.it/4aa8yd,0.5,,netflix,2023-04-23 +2023-05-15,Never Look Away,2018,https://boxd.it/4ft5BB,2.5,,netflix,2023-05-11 +2023-05-15,The Deep End of the Ocean,1999,https://boxd.it/4ft7i7,2,,netflix,2023-05-13 +2023-05-15,Drive,2011,https://boxd.it/4ft9ZR,3,,netflix,2023-05-14 +2023-05-16,Blue Valentine,2010,https://boxd.it/4fDFxF,1.5,,netflix,2023-05-15 +2023-05-31,Enola Holmes,2020,https://boxd.it/4jlWrJ,1,,netflix,2023-05-21 +2023-05-31,Enola Holmes 2,2022,https://boxd.it/4jlXkT,1,,netflix,2023-05-21 +2023-05-31,Parallel Mothers,2021,https://boxd.it/4jlZfr,3,,netflix,2023-05-28 +2023-06-03,Inside Man,2022,https://boxd.it/4k4OAX,2,,netflix,2023-06-02 +2023-06-10,Chile '76,2022,https://boxd.it/4m6cY5,2.5,,netflix,2023-06-08 +2023-06-16,The Twelve,2019,https://boxd.it/4nJHEn,3.5,,netflix,2023-06-15 +2023-06-19,Kika,1993,https://boxd.it/4oA5ZD,,,netflix,2023-06-18 +2023-06-24,Dunas do Barato,2017,https://boxd.it/4pWD2t,3.5,,netflix,2023-06-23 +2023-06-27,7 Women and a Murder,2021,https://boxd.it/4qKuZ7,0.5,,netflix,2023-06-25 +2023-06-29,Love & Other Drugs,2010,https://boxd.it/4rqIIN,0.5,,netflix,2023-06-28 +2023-07-02,Talk to Her,2002,https://boxd.it/4sfFpP,3.5,,netflix,2023-06-30 +2023-07-04,Volver,2006,https://boxd.it/4sPot3,4,,netflix,2023-07-02 +2023-07-04,Bad Education,2004,https://boxd.it/4sY1fF,4.5,,netflix,2023-07-03 +2023-07-11,What Have I Done to Deserve This?,1984,https://boxd.it/4v3RIH,2.5,,netflix,2023-07-09 +2023-07-12,The Squid and the Whale,2005,https://boxd.it/4vmYXx,2,,netflix,2023-07-11 +2023-08-20,Oppenheimer,2023,https://boxd.it/4IUTHz,3.5,,cinema,2023-07-31 +2023-08-22,Everything Everywhere All at Once,2022,https://boxd.it/4JyVrX,4,,primevideo,2023-08-20 +2023-10-17,Sing,2016,https://boxd.it/50E1iF,,,primevideo,2023-09-09 +2023-10-17,Sing 2,2021,https://boxd.it/50E1Z5,,,primevideo,2023-09-10 +2023-10-17,Little Fires Everywhere,2020,https://boxd.it/50E2YR,3.5,,primevideo,2023-09-17 +2023-10-17,The Lost Flowers of Alice Hart,2023,https://boxd.it/50E3iR,4,,primevideo,2023-09-28 diff --git a/exercicios/para-casa/analiseFilmesAssistidos.ipynb b/exercicios/para-casa/analiseFilmesAssistidos.ipynb new file mode 100644 index 0000000..0ec2ef6 --- /dev/null +++ b/exercicios/para-casa/analiseFilmesAssistidos.ipynb @@ -0,0 +1,2069 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Introdução\n", + "\n", + "A base de dados foi extraída do perfil de um usuário da rede social Letterboxd.\n", + "\n", + "A rede social Letterboxd permite que o usuário registre e avalie os filmes que já viu, crie lista, escreva resenhas e adicone amigos.\n", + "\n", + "Em resumo, a base de dados contém os registros dos filmes assistidos pelo usuário por data e a nota atribuída aos filmes." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Processamento de dados" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "metadata": {}, + "outputs": [], + "source": [ + "# importando bibliotecas\n", + "\n", + "import pandas as pd \n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [], + "source": [ + "# lendo a base de dados\n", + "\n", + "df_filmes = pd.read_csv(\"FilmesAssistidos.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 542 entries, 0 to 541\n", + "Data columns (total 8 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Date 542 non-null object \n", + " 1 Name 539 non-null object \n", + " 2 Year 536 non-null float64\n", + " 3 Letterboxd URI 539 non-null object \n", + " 4 Rating 519 non-null float64\n", + " 5 Rewatch 4 non-null object \n", + " 6 Tags 316 non-null object \n", + " 7 Watched Date 539 non-null object \n", + "dtypes: float64(2), object(6)\n", + "memory usage: 34.0+ KB\n" + ] + } + ], + "source": [ + "# verificando dados nulos e tipos dascolunas\n", + "df_filmes.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [], + "source": [ + "# criando a função de processamento dos dados\n", + "def processamento_df(df_filmes):\n", + " \n", + " # exibindo as 3 primeiras linhas do df\n", + " df_head = df_filmes.head(3)\n", + "\n", + " # selecionando aleatoriamente 50 linhas do df\n", + " df_amostra = df_filmes.sample(50)\n", + " \n", + " # removendo colunas com muitos dados nulos\n", + " df_drop_colunas = df_filmes.drop(columns=['Rewatch', 'Tags'], inplace=True)\n", + " \n", + " # ordenando por idade menor para o maior\n", + " df_sort = df_filmes.sort_values('Year')\n", + " \n", + " # removendo dados duplicados\n", + " df_drop_duplicados = df_filmes.drop_duplicates(inplace=True)\n", + " \n", + " # reset index\n", + " df_reset_index = df_filmes.reset_index()\n", + " \n", + " # lista de colunas\n", + " colunas = list(df_filmes.columns) \n", + " \n", + " # metricas: analise descritiva\n", + " metricas = df_filmes.describe(include='all').T\n", + " \n", + " return df_head, df_amostra, df_drop_colunas, df_sort, df_drop_duplicados, df_reset_index, colunas, metricas" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "metadata": {}, + "outputs": [], + "source": [ + "# chamando a função processamento usando os dados do df\n", + "df_head, df_amostra, df_drop_colunas, df_sort, df_drop_duplicados, df_reset_index, colunas, metricas = processamento_df(df_filmes)" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " count unique top freq mean \\\n", + "Date 541 206 2020-05-02 52 NaN \n", + "Name 538 535 Brasil Impossível 2 NaN \n", + "Year 535.0 NaN NaN NaN 2012.28785 \n", + "Letterboxd URI 538 538 https://boxd.it/17uy3p 1 NaN \n", + "Rating 518.0 NaN NaN NaN 2.53861 \n", + "Watched Date 538 275 2020-07-28 10 NaN \n", + "\n", + " std min 25% 50% 75% max \n", + "Date NaN NaN NaN NaN NaN NaN \n", + "Name NaN NaN NaN NaN NaN NaN \n", + "Year 14.237924 1928.0 2012.0 2018.0 2020.0 2023.0 \n", + "Letterboxd URI NaN NaN NaN NaN NaN NaN \n", + "Rating 1.244895 0.5 1.5 2.5 3.5 5.0 \n", + "Watched Date NaN NaN NaN NaN NaN NaN " + ] + }, + "execution_count": 120, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "metricas" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [], + "source": [ + "# salvando um novo arquivo csv contendo os tratamentos realizados\n", + "df_filmes.to_csv(\"dados_processados.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [], + "source": [ + "# lendo o novo arquivo csv criado\n", + "df = pd.read_csv('dados_processados.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### **Insights**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- O filme \"Brasil Impossível\" foi assistido duas vezes;\n", + "- O filme assistido mais antigo é do ano 1928 e o mais recente de 2023;\n", + "- A menor nota atribuída é 0.5;\n", + "- O usuário assistiu a 10 filmes no dia 26/07/2020." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### **Gráficos**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### Quantidade de filmes assistidos por ano" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Year\n", + "2019.0 110\n", + "2020.0 108\n", + "2018.0 45\n", + "2021.0 35\n", + "2017.0 33\n", + " ... \n", + "1958.0 1\n", + "1952.0 1\n", + "1945.0 1\n", + "1980.0 1\n", + "1984.0 1\n", + "Name: count, Length: 63, dtype: int64" + ] + }, + "execution_count": 155, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# criando um df com a contagem de filmes por ano\n", + "contagem_filmes_ano = df['Year'].value_counts()\n", + "contagem_filmes_ano" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plotando um gráfico tipo histograma com a quantidade de filmes por ano\n", + "\n", + "plt.figure(figsize=(8, 6))\n", + "\n", + "df['Year'].plot.hist();\n", + "\n", + "plt.xlabel('Ano')\n", + "plt.ylabel('Quantidade')\n", + "plt.title('Número de filmes assistidos por ano')\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### Quantidade de filmes por nota" + ] + }, + { + "cell_type": "code", + "execution_count": 212, + "metadata": {}, + "outputs": [], + "source": [ + "# convertendo a coluna de object para float\n", + "\n", + "df['Rating'] = df['Rating'].astype(float)" + ] + }, + { + "cell_type": "code", + "execution_count": 219, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Rating\n", + "4.5 18\n", + "5.0 19\n", + "1.5 34\n", + "3.5 37\n", + "0.5 53\n", + "1.0 54\n", + "2.5 60\n", + "4.0 73\n", + "2.0 74\n", + "3.0 96\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 219, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# criando um df com a quantidade de filmes por nota e ordenano\n", + "\n", + "contagem_filmes_nota = df['Rating'].value_counts()\n", + "contagem_filmes_nota = contagem_filmes_nota.sort_values()\n", + "contagem_filmes_nota\n" + ] + }, + { + "cell_type": "code", + "execution_count": 221, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Dg9WkSRM1adJEt912m6ZPn67Lly+rWrVq2rRpkw4dOlTgtQPegnALwCV169ZV//79nS5ef8W4ceN06tQp/ec//9Hq1at15513asOGDQoJCXFrDT4+Plq3bp1mzZqllStXau3atSpTpoxq166tJ5980nFi2fU0btxYn376qcaOHaspU6bIbrerdevWev311x1XDrje9t9//30NHz5cr7/+umw2m7p3764ZM2bopptuclq2UaNG+uqrrzRhwgQtX75cv/zyi0JCQnTTTTc5/Xm6KOrQoYMSExM1adIkzZ8/X1lZWQoLC1Pr1q31yCOPSPp9pHLIkCHatGmT1qxZI7vdrrp162rhwoVOV5O4nnfeeUfjxo3TmDFj5Ovrq2HDhunFF190WuaVV15R7dq1tXz5cq1du1ZhYWEaO3as022JC1Lp0qW1detWjRkzRitWrFBmZqbq16+vZcuWaeDAgblqffzxxzVixAhdunRJ8fHxatKkid588009/vjjWrBggSzL0h133KENGzaoatWqhbIPgOlslruPlAcAIB/Gjx+vCRMm6NSpU7mukAEA+cUxtwAAADAG4RYAAADGINwCAADAGBxzCwAAAGMwcgsAAABjEG4BAABgDMItAAAAjOHRmzhs375dL774opKSknTixAmtXbtWsbGxjn7LshQfH6+lS5cqPT1dbdu21aJFixQZGelY5syZM3r88cf1wQcfyMfHRz179tScOXOc7vP+V+x2u44fP65y5cq5dH96AAAAFCzLsnTu3DlVrVpVPj7XHp/1aLg9f/68mjVrpgcffFD33HNPrv7p06dr7ty5WrFihSIiIhQXF6eYmBh9//338vf3lyT169dPJ06c0ObNm3X58mU98MADGjx4sN58880813H8+HHVqFHDbfsFAACAgpGSkqLq1atfs7/IXC3BZrM5jdxalqWqVatq1KhRGj16tCQpIyNDoaGhWr58ufr06aPk5GQ1atRIu3btctw/fuPGjerSpYt+/vnnPN/KMCMjQ+XLl1dKSooCAwMLZP8AAADguszMTNWoUUPp6ekKCgq65nIeHbm9nkOHDik1NVXR0dGOtqCgILVu3VqJiYnq06ePEhMTVb58eUewlaTo6Gj5+Pho586duvvuu6+67uzsbGVnZzvmz507J0kKDAwk3AIAABRhf3UIaZE9oSw1NVWSFBoa6tQeGhrq6EtNTVVISIhTv6+vr4KDgx3LXM2UKVMUFBTkmDgkAQAAwAxFNtwWpLFjxyojI8MxpaSkeLokAAAAuEGRDbdhYWGSpLS0NKf2tLQ0R19YWJhOnjzp1P/bb7/pzJkzjmWuxs/Pz3EIAociAAAAmKPIhtuIiAiFhYUpISHB0ZaZmamdO3cqKipKkhQVFaX09HQlJSU5ltmyZYvsdrtat25d6DUDAADAszx6QllWVpZ++OEHx/yhQ4f09ddfKzg4WDVr1tTw4cM1efJkRUZGOi4FVrVqVccVFRo2bKjOnTvr4Ycf1uLFi3X58mUNGzZMffr0yfOVEgAAAGAOj4bbr776Sv/4xz8c8yNHjpQkDRgwQMuXL9fTTz+t8+fPa/DgwUpPT1e7du20ceNGxzVuJemNN97QsGHD1LFjR8dNHObOnVvo+wIAAADPKzLXufWkzMxMBQUFKSMjg+NvAQAAiqC85rUie8wtAAAAkF+EWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMX08XAAAAgMITPma9x7Z9eGrXAt8GI7cAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYo0iH25ycHMXFxSkiIkKlS5dWnTp1NGnSJFmW5VjGsiyNGzdOVapUUenSpRUdHa2DBw96sGoAAAB4SpEOt9OmTdOiRYs0f/58JScna9q0aZo+fbrmzZvnWGb69OmaO3euFi9erJ07d6ps2bKKiYnRxYsXPVg5AAAAPMHX0wVczxdffKEePXqoa9eukqTw8HC99dZb+vLLLyX9Pmo7e/ZsPffcc+rRo4ckaeXKlQoNDdW6devUp08fj9UOAACAwlekR25vueUWJSQk6MCBA5KkPXv26LPPPtOdd94pSTp06JBSU1MVHR3teExQUJBat26txMTEa643OztbmZmZThMAAACKvyI9cjtmzBhlZmaqQYMGKlGihHJycvT888+rX79+kqTU1FRJUmhoqNPjQkNDHX1XM2XKFE2YMKHgCgcAAIBHFOmR29WrV+uNN97Qm2++qd27d2vFihV66aWXtGLFihta79ixY5WRkeGYUlJS3FQxAAAAPKlIj9w+9dRTGjNmjOPY2aZNm+rIkSOaMmWKBgwYoLCwMElSWlqaqlSp4nhcWlqamjdvfs31+vn5yc/Pr0BrBwAAQOEr0iO3Fy5ckI+Pc4klSpSQ3W6XJEVERCgsLEwJCQmO/szMTO3cuVNRUVGFWisAAAA8r0iP3N511116/vnnVbNmTTVu3Fj/+9//NHPmTD344IOSJJvNpuHDh2vy5MmKjIxURESE4uLiVLVqVcXGxnq2eAAAABS6Ih1u582bp7i4OA0ZMkQnT55U1apV9cgjj2jcuHGOZZ5++mmdP39egwcPVnp6utq1a6eNGzfK39/fg5UDAADAE2zWH2/35aUyMzMVFBSkjIwMBQYGerocAACAAhM+Zr3Htn14aleXH5vXvFakj7kFAAAA8oNwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDF8PV0AAACAJ4SPWe+xbR+e2tVj2zYdI7cAAAAwBuEWAAAAxiDcAgAAwBgccwsAgJfj2FOYhJFbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMEaRD7fHjh1T//79VbFiRZUuXVpNmzbVV1995ei3LEvjxo1TlSpVVLp0aUVHR+vgwYMerBgAAACeUqTD7dmzZ9W2bVuVLFlSGzZs0Pfff68ZM2aoQoUKjmWmT5+uuXPnavHixdq5c6fKli2rmJgYXbx40YOVAwAAwBN8PV3A9UybNk01atTQsmXLHG0RERGO/1uWpdmzZ+u5555Tjx49JEkrV65UaGio1q1bpz59+hR6zQAAAPCcIj1y+/7776tVq1b617/+pZCQEN10001aunSpo//QoUNKTU1VdHS0oy0oKEitW7dWYmKiJ0oGAACABxXpcPvTTz9p0aJFioyM1EcffaTHHntMTzzxhFasWCFJSk1NlSSFhoY6PS40NNTRdzXZ2dnKzMx0mgAAAFD8FenDEux2u1q1aqUXXnhBknTTTTfp22+/1eLFizVgwACX1ztlyhRNmDDBXWUCAAwRPma9x7Z9eGpXj20bMEmRHrmtUqWKGjVq5NTWsGFDHT16VJIUFhYmSUpLS3NaJi0tzdF3NWPHjlVGRoZjSklJcXPlAAAA8IQiHW7btm2r/fv3O7UdOHBAtWrVkvT7yWVhYWFKSEhw9GdmZmrnzp2Kioq65nr9/PwUGBjoNAEAAKD4K9KHJYwYMUK33HKLXnjhBfXq1UtffvmlXn75Zb388suSJJvNpuHDh2vy5MmKjIxURESE4uLiVLVqVcXGxnq2eAAAABS6Ih1u//73v2vt2rUaO3asJk6cqIiICM2ePVv9+vVzLPP000/r/PnzGjx4sNLT09WuXTtt3LhR/v7+HqwcAAAAnuByuE1PT9d//vMf/fjjj3rqqacUHBys3bt3KzQ0VNWqVXNbgd26dVO3bt2u2W+z2TRx4kRNnDjRbdsEAABA8eRSuN27d6+io6MVFBSkw4cP6+GHH1ZwcLDWrFmjo0ePauXKle6uEwAAAPhLLp1QNnLkSA0cOFAHDx50+vN/ly5dtH37drcVBwAAAOSHS+F2165deuSRR3K1V6tW7bo3TwAAAAAKkkvh1s/P76p39Tpw4IAqV658w0UBAAAArnAp3Hbv3l0TJ07U5cuXJf1+UtfRo0f1zDPPqGfPnm4tEAAAAMgrl8LtjBkzlJWVpZCQEP36669q37696tatq3Llyun55593d40AAABAnrh0tYSgoCBt3rxZn332mfbu3ausrCy1aNFC0dHR7q4PAAAAyLMbuolDu3bt1K5dO3fVAgAAANyQPIfbuXPn5nmlTzzxhEvFAAAAADciz+F21qxZTvOnTp3ShQsXVL58eUm/37GsTJkyCgkJIdwCAADAI/J8QtmhQ4cc0/PPP6/mzZsrOTlZZ86c0ZkzZ5ScnKwWLVpo0qRJBVkvAAAAcE0uXS0hLi5O8+bNU/369R1t9evX16xZs/Tcc8+5rTgAAAAgP1wKtydOnNBvv/2Wqz0nJ0dpaWk3XBQAAADgCpfCbceOHfXII49o9+7djrakpCQ99thjXA4MAAAAHuNSuH3ttdcUFhamVq1ayc/PT35+frr55psVGhqqV155xd01AgAAAHni0nVuK1eurA8//FAHDhzQvn37JEkNGjRQvXr13FocAAAAkB83dBOHevXqEWgBAABQZLgcbn/++We9//77Onr0qC5duuTUN3PmzBsuDAAAAMgvl8JtQkKCunfvrtq1a2vfvn1q0qSJDh8+LMuy1KJFC3fXCAAAAOSJSyeUjR07VqNHj9Y333wjf39//fe//1VKSorat2+vf/3rX+6uEQAAAMgTl8JtcnKy7r//fkmSr6+vfv31VwUEBGjixImaNm2aWwsEAAAA8sqlwxLKli3rOM62SpUq+vHHH9W4cWNJ0unTp91XHQDAI8LHrPfYtg9P7eqxbQMo/lwKt23atNFnn32mhg0bqkuXLho1apS++eYbrVmzRm3atHF3jQAAAECeuBRuZ86cqaysLEnShAkTlJWVpXfeeUeRkZFcKQEAAAAe41K4rV27tuP/ZcuW1eLFi91WEAAAAOAql04oAwAAAIqiPI/cVqhQQTabLU/LnjlzxuWCAKAo4cQqAChe8hxuZ8+e7fj/L7/8osmTJysmJkZRUVGSpMTERH300UeKi4tze5EAAABAXuQ53A4YMMDx/549e2rixIkaNmyYo+2JJ57Q/Pnz9fHHH2vEiBHurRIAAADIA5eOuf3oo4/UuXPnXO2dO3fWxx9/fMNFAQAAAK5wKdxWrFhR7733Xq729957TxUrVrzhogAAAABXuHQpsAkTJmjQoEHaunWrWrduLUnauXOnNm7cqKVLl7q1QAAAACCvXAq3AwcOVMOGDTV37lytWbNGktSwYUN99tlnjrALAAAAFDaXwq0ktW7dWm+88YY7awEAAABuSJ7DbWZmpgIDAx3/v54rywEAAACFKV83cThx4oRCQkJUvnz5q97QwbIs2Ww25eTkuLVIAAAAIC/yHG63bNmi4OBgSdInn3xSYAUBAAAArspzuG3fvr3j/xEREapRo0au0VvLspSSkuK+6gAAAIB8cOk6txERETp16lSu9jNnzigiIuKGiwIAAABc4VK4vXJs7Z9lZWXJ39//hosCAAAAXJGvS4GNHDlSkmSz2RQXF6cyZco4+nJycrRz5041b97crQUCAAAAeZWvcPu///1P0u8jt998841KlSrl6CtVqpSaNWum0aNHu7dCAAAAII/yFW6vXCXhgQce0Jw5c7ieLQAAAIoUl+5QtmzZMnfXAQAAANwwl8Lt+fPnNXXqVCUkJOjkyZOy2+1O/T/99JNbigMAAADyw6VwO2jQIG3btk333XefqlSpctUrJwAAAACFzaVwu2HDBq1fv15t27Z1dz0AAACAy1y6zm2FChUct+IFAAAAigqXwu2kSZM0btw4Xbhwwd31AAAAAC5z6bCEGTNm6Mcff1RoaKjCw8NVsmRJp/7du3e7pTgAAAAgP1wKt7GxsW4uAwAAALhxLoXb+Ph4d9cBAAAA3DCXjrkFAAAAiiKXRm5zcnI0a9YsrV69WkePHtWlS5ec+s+cOeOW4gAAAID8cGnkdsKECZo5c6Z69+6tjIwMjRw5Uvfcc498fHw0fvx4N5cIAAAA5I1L4faNN97Q0qVLNWrUKPn6+qpv37565ZVXNG7cOO3YscPdNQIAAAB54lK4TU1NVdOmTSVJAQEBysjIkCR169ZN69evd191AAAAQD64FG6rV6+uEydOSJLq1KmjTZs2SZJ27dolPz8/91UHAAAA5INL4fbuu+9WQkKCJOnxxx9XXFycIiMjdf/99+vBBx90a4EAAABAXrl0tYSpU6c6/t+7d2/VrFlTiYmJioyM1F133eW24gAAAID8cCnc/llUVJSioqLcsSoAAADAZS6F25UrV163//7773epGAAAAOBGuBRun3zySaf5y5cv68KFCypVqpTKlClDuAUAAIBHuHRC2dmzZ52mrKws7d+/X+3atdNbb73l7hoBAACAPHEp3F5NZGSkpk6dmmtUFwAAACgsbgu3kuTr66vjx4+7c5UAAABAnrl0zO3777/vNG9Zlk6cOKH58+erbdu2bikMAAAAyC+Xwm1sbKzTvM1mU+XKlXX77bdrxowZ7qgLAAAAyDeXwq3dbpcknTp1SqVKlVJQUJBbiwIAAABcke9jbtPT0zV06FBVqlRJYWFhCg4OVlhYmMaOHasLFy4URI0AAABAnuRr5PbMmTOKiorSsWPH1K9fPzVs2FCS9P3332vevHnavHmzPvvsM+3du1c7duzQE088USBFAwAAAFeTr3A7ceJElSpVSj/++KNCQ0Nz9d1xxx267777tGnTJs2dO9ethQIAAAB/JV/hdt26dVqyZEmuYCtJYWFhmj59urp06aL4+HgNGDDAbUUCAAAAeZGvY25PnDihxo0bX7O/SZMm8vHxUXx8/A0XBgAAAORXvsJtpUqVdPjw4Wv2Hzp0SCEhITdaEwAAAOCSfIXbmJgY/fvf/9alS5dy9WVnZysuLk6dO3d2W3EAAABAfuT7hLJWrVopMjJSQ4cOVYMGDWRZlpKTk7Vw4UJlZ2dr5cqVBVUrAAAAcF35CrfVq1dXYmKihgwZorFjx8qyLEm/36GsU6dOmj9/vmrWrFkghQIAAAB/Jd93KIuIiNCGDRt09uxZHTx4UJJUt25dBQcHu704AAAAID9cuv2uJFWoUEE333yzO2sBAAAAbki+b78LAAAAFFXFKtxOnTpVNptNw4cPd7RdvHhRQ4cOVcWKFRUQEKCePXsqLS3Nc0UCAADAY4pNuN21a5eWLFmiv/3tb07tI0aM0AcffKB3331X27Zt0/Hjx3XPPfd4qEoAAAB4UrEIt1lZWerXr5+WLl2qChUqONozMjL06quvaubMmbr99tvVsmVLLVu2TF988YV27NjhwYoBAADgCcUi3A4dOlRdu3ZVdHS0U3tSUpIuX77s1N6gQQPVrFlTiYmJ11xfdna2MjMznSYAAAAUfy5fLaGwvP3229q9e7d27dqVqy81NVWlSpVS+fLlndpDQ0OVmpp6zXVOmTJFEyZMcHepAAAA8LAiPXKbkpKiJ598Um+88Yb8/f3dtt6xY8cqIyPDMaWkpLht3QAAAPCcIh1uk5KSdPLkSbVo0UK+vr7y9fXVtm3bNHfuXPn6+io0NFSXLl1Senq60+PS0tIUFhZ2zfX6+fkpMDDQaQIAAEDxV6QPS+jYsaO++eYbp7YHHnhADRo00DPPPKMaNWqoZMmSSkhIUM+ePSVJ+/fv19GjRxUVFeWJkgEAAOBBRTrclitXTk2aNHFqK1u2rCpWrOhof+ihhzRy5EgFBwcrMDBQjz/+uKKiotSmTRtPlAwAAAAPKtLhNi9mzZolHx8f9ezZU9nZ2YqJidHChQs9XRYAAAA8oNiF261btzrN+/v7a8GCBVqwYIFnCgIAAECRUaRPKAMAAADyg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxih217kF4BnhY9Z7bNuHp3b12LYBAMULI7cAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGP4eroAoLgJH7PeY9s+PLWrx7YNAEBxwMgtAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMEaRDrdTpkzR3//+d5UrV04hISGKjY3V/v37nZa5ePGihg4dqooVKyogIEA9e/ZUWlqahyoGAACAJxXpcLtt2zYNHTpUO3bs0ObNm3X58mXdcccdOn/+vGOZESNG6IMPPtC7776rbdu26fjx47rnnns8WDUAAAA8xdfTBVzPxo0bneaXL1+ukJAQJSUl6bbbblNGRoZeffVVvfnmm7r99tslScuWLVPDhg21Y8cOtWnTxhNlAwAAwEOK9Mjtn2VkZEiSgoODJUlJSUm6fPmyoqOjHcs0aNBANWvWVGJi4jXXk52drczMTKcJAAAAxV+xCbd2u13Dhw9X27Zt1aRJE0lSamqqSpUqpfLlyzstGxoaqtTU1Guua8qUKQoKCnJMNWrUKMjSAQAAUEiKTbgdOnSovv32W7399ts3vK6xY8cqIyPDMaWkpLihQgAAAHhakT7m9ophw4bp//7v/7R9+3ZVr17d0R4WFqZLly4pPT3dafQ2LS1NYWFh11yfn5+f/Pz8CrJkAAAAeECRHrm1LEvDhg3T2rVrtWXLFkVERDj1t2zZUiVLllRCQoKjbf/+/Tp69KiioqIKu1wAAAB4WJEeuR06dKjefPNNvffeeypXrpzjONqgoCCVLl1aQUFBeuihhzRy5EgFBwcrMDBQjz/+uKKiorhSAgAAgBcq0uF20aJFkqQOHTo4tS9btkwDBw6UJM2aNUs+Pj7q2bOnsrOzFRMTo4ULFxZypd4pfMx6j2378NSuHts2AAAouop0uLUs6y+X8ff314IFC7RgwYJCqAgAAABFWZE+5hYAAADID8ItAAAAjFGkD0soLjj2FAAAoGhg5BYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMwi0AAACMQbgFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjEG4BAABgDMItAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCAADAGIRbAAAAGINwCwAAAGMQbgEAAGAMY8LtggULFB4eLn9/f7Vu3Vpffvmlp0sCAABAITMi3L7zzjsaOXKk4uPjtXv3bjVr1kwxMTE6efKkp0sDAABAITIi3M6cOVMPP/ywHnjgATVq1EiLFy9WmTJl9Nprr3m6NAAAABSiYh9uL126pKSkJEVHRzvafHx8FB0drcTERA9WBgAAgMLm6+kCbtTp06eVk5Oj0NBQp/bQ0FDt27fvqo/Jzs5Wdna2Yz4jI0OSlJmZ6VIN9uwLLj3OHVyt2R3Y78LHfhc+9rvwsd+Fj/0ufOy364+1LOv6C1rF3LFjxyxJ1hdffOHU/tRTT1k333zzVR8THx9vSWJiYmJiYmJiYipmU0pKynWzYbEfua1UqZJKlCihtLQ0p/a0tDSFhYVd9TFjx47VyJEjHfN2u11nzpxRxYoVZbPZCrTeP8vMzFSNGjWUkpKiwMDAQt22J7Hf7Lc3YL/Zb2/AfrPfhcWyLJ07d05Vq1a97nLFPtyWKlVKLVu2VEJCgmJjYyX9HlYTEhI0bNiwqz7Gz89Pfn5+Tm3ly5cv4EqvLzAw0Kt+OK5gv70L++1d2G/vwn57F0/td1BQ0F8uU+zDrSSNHDlSAwYMUKtWrXTzzTdr9uzZOn/+vB544AFPlwYAAIBCZES47d27t06dOqVx48YpNTVVzZs318aNG3OdZAYAAACzGRFuJWnYsGHXPAyhKPPz81N8fHyuwyRMx36z396A/Wa/vQH7zX4XNTbL+qvrKQAAAADFQ7G/iQMAAABwBeEWAAAAxiDcAgAAwBiEWwAAABiDcAsAAABjGHMpsOLm+PHjWrJkiX744QdVqVJFgwYNUoMGDTxdFgA34Wfcu3jL6/39999r/vz5SkxMVGpqqiQpLCxMUVFRGjZsmBo1auThCguON+97ccOlwApJmTJldOTIEVWuXFnff/+9brnlFlWuXFk33XSTvvnmGx09elSJiYn629/+5ulSCwQfCt7LW770vf1n/Irs7GxJKtLXwHQHb3y9N2zYoNjYWLVo0UIxMTGOGyWlpaVp8+bNSkpK0nvvvaeYmBgPV+p+3rzvxfH7m3BbSHx8fJSamqqQkBDFxsbKbrdrzZo18vX1ld1uV79+/ZSVlaUPPvjA06W6nbd+KJw8eVIhISGO+a+//lqzZs1yhLxhw4apQ4cOniuwgHjjl77k3T/jmzdv1qxZs5SYmKjMzExJv993PioqSiNHjlR0dLSHK3Q/b3y9mzVrph49emjixIlX7R8/frzWrFmjvXv3FnJlBc9b973Yfn9bKBQ2m81KS0uzLMuyatSoYW3fvt2pf/fu3VaVKlU8UVqB+9vf/mbFxcVdsz8+Pt5q2rRpIVZUOHx8fByv+eeff26VLFnSat++vfXUU09ZnTp1snx9fa1t27Z5uEr3++N7vUePHtZdd91lXb582bIsy8rJybH69OljdevWzZMlFghv/Rlfvny55evra/Xp08datmyZ9eGHH1offvihtWzZMqtv375WyZIlrZUrV3q6TLfzxtfb39/f2rdv3zX79+3bZ/n7+xdiRYXHW/e9uH5/E24LiY+Pj3Xy5EnLsiyrVq1a1p49e5z6f/rpJyN/MCzLez8U/vjl16lTJ+vBBx906n/yySet22+/3ROlFShv/NK3LO/9GY+MjLTmz59/zf4FCxZYdevWLcSKCoc3vt4NGjSwZsyYcc3+GTNmWPXr1y/EigqPt+57cf3+5oSyQmJZlurVqyebzaasrCzt3bvX6c+yP/zwg8LCwjxYYcEJDw/X+vXrVb9+/av2r1+/XrVq1SrkqgrXt99+m+vPWQ8//LCRhyXYbDbZbDZJv//pNigoyKm/fPnyOnv2rCdKK1De+jN+9OjR6x520LFjR40aNaoQKyoc3vh6T5w4Uffee6+2bt2q6Ohopz9RJyQkaOPGjXrzzTc9XGXB8NZ9L67f34TbQrJs2TKn+bp16zrN79ixQ3fffXdhllRovPVDQZLOnTsnf39/+fv75zrBxt/fXxcuXPBQZQXHG7/0Je/9GW/cuLFeffVVTZ8+/ar9r732WpE84eRGeePr/a9//UvVqlXT3LlzNWPGjFwnF23dulVRUVEerrJgeOu+F9fvb04oQ6H44osvNHfu3Kuebfnkk08a+aHg4+PjGMG0LEtLlizRww8/7Oh///33NWrUKB08eNBTJRaIFStWOM3Xr19fbdq0ccxPmjRJZ8+e1cyZMwu7NBSArVu3qlu3bqpdu/ZVv/x++uknrV+/XrfddpuHKwXgiuL4/U24BQrItm3bnOarVKmievXqOebnzJmjS5cu6amnnirs0gC3Onz4sBYtWqQdO3bk+vJ79NFHFR4e7tkCAXgVwm0R8eyzzyo1NVWvvfaap0sBUAD4Gfcu3vh6e+M+X+HN+14UcfvdIuLYsWM6fPiwp8vwiGeffVYPPvigp8tAIfHW1/vnn3/22p9xb+SNn+neuM9XeOu+F9XPc0ZuPcyyLMdxmd7q/vvv188//6wtW7Z4upRCNWDAAKWkpHjdfnvr6+2tvPV97k34HvNeRfXznKsleJifn5/27Nmjhg0beroUj1m5cqWnS/CIqlWrysfH+/54YvLrffr0ab322mu5Try45ZZbNHDgQFWuXNnDFRY+b32fexO+x7xXUf08Z+S2kIwcOfKq7XPmzFH//v1VsWJFSfKKM8jPnz+v1atXO25D27dvX8f+wwzJycnasWOHoqKi1KBBA+3bt09z5sxRdna2+vfvr9tvv93TJbrdrl27FBMTozJlylz1qgEXLlzQRx99pFatWnm4UrjLr7/+qqSkJAUHB+e63NnFixe1evVq3X///R6qzv28/XvM217vK4rj5znhtpD4+PioWbNmKl++vFP7tm3b1KpVK5UtW1Y2m63IDe27Q6NGjfTZZ58pODhYKSkpuu2223T27FnVq1dPP/74o3x9fbVjxw5FRER4utRClZKSovj4eONOQNi4caN69OihgIAAXbhwQWvXrtX999+vZs2ayW63a9u2bdq0aVOR/EC8EW3atFGzZs20ePHiXH+itSxLjz76qPbu3avExEQPVegZpr7PDxw4oDvuuENHjx6VzWZTu3bt9Pbbb6tKlSqSfv+lpmrVqsrJyfFwpe7jzd9j3vh6S8X487xwb4jmvaZMmWJFRERYCQkJTu2+vr7Wd99956GqCscfb8far18/65ZbbrHS09Mty7Ksc+fOWdHR0Vbfvn09WaJHfP3115aPj4+ny3C7qKgo69///rdlWZb11ltvWRUqVLCeffZZR/+YMWOsTp06eaq8AuPv728lJydfsz85OblI3qayoJn6Po+NjbW6du1qnTp1yjp48KDVtWtXKyIiwjpy5IhlWZaVmppq3H578/eYN77ellV8P88ZuS1Eu3btUv/+/XXXXXdpypQpKlmypEqWLKk9e/YYeQefK3x8fJSamqqQkBDVqVNHixcvVqdOnRz9X3zxhfr06aOjR496sEr3e//996/b/9NPP2nUqFHG/aYfFBSkpKQk1a1bV3a7XX5+fvryyy910003Sfr9VsTR0dGOY1JNERERoQkTJlzzz5IrV67UuHHjjDuj2lvf56Ghofr444/VtGlTSb+Pzg8ZMkQffvihPvnkE5UtW9bIkTxv/R7z1te7uH6ec0JZIfr73/+upKQkDR06VK1atdIbb7zhNWeYXtnPixcvOv6Mc0W1atV06tQpT5RVoGJjY2Wz2XS93x9Nff2v7JePj4/8/f0VFBTk6CtXrpwyMjI8VVqBGT16tAYPHqykpCR17Ngx1zG3S5cu1UsvveThKt3PW9/nv/76q3x9//9XqM1m06JFizRs2DC1b9++SN6S1B289XvMW19vqXh+nhNuC1lAQIBWrFiht99+W9HR0cb9lnctHTt2lK+vrzIzM7V//341adLE0XfkyBEjTyirUqWKFi5cqB49ely1/+uvv1bLli0LuaqCFx4eroMHD6pOnTqSpMTERNWsWdPRf/To0Vy/4Jhg6NChqlSpkmbNmqWFCxc6frZLlCihli1bavny5erVq5eHq3Q/b32fN2jQQF999VWuKwTMnz9fktS9e3dPlFUovPF7zFtf7+L6eU649ZA+ffqoXbt2SkpKUq1atTxdToGKj493mg8ICHCa/+CDD3TrrbcWZkmFomXLlkpKSrrml/5fjXYVV4899pjTl90ff5GRpA0bNhS9kw/cpHfv3urdu7cuX76s06dPS5IqVaqkkiVLeriyguOt7/O7775bb731lu67775cffPnz5fdbtfixYs9UFnh8abvMW99vYvr5znH3AIF5NNPP9X58+fVuXPnq/afP39eX331ldq3b1/IlQHuw/scQFFDuAUAAIAxuG0MAAAAjEG4BQAAgDEItwAAADAG4RYAAADGINwCQBE2cOBA2Ww2TZ061al93bp1+bp4fnh4uGbPnu3m6gCg6CHcAkAR5+/vr2nTpuns2bOeLgUAijzCLQAUcdHR0QoLC9OUKVOuucx///tfNW7cWH5+fgoPD9eMGTMcfR06dNCRI0c0YsQI2Ww2x4jvL7/8or59+6patWoqU6aMmjZtqrfeeqvA9wcAChLhFgCKuBIlSuiFF17QvHnz9PPPP+fqT0pKUq9evdSnTx998803Gj9+vOLi4rR8+XJJ0po1a1S9enVNnDhRJ06c0IkTJyRJFy9eVMuWLbV+/Xp9++23Gjx4sO677z59+eWXhbl7AOBW3MQBAIqwgQMHKj09XevWrVNUVJQaNWqkV199VevWrdPdd98ty7LUr18/nTp1Sps2bXI87umnn9b69ev13XffSfr9mNvhw4dr+PDh191et27d1KBBA7300ksFuVsAUGAYuQWAYmLatGlasWKFkpOTndqTk5PVtm1bp7a2bdvq4MGDTveF/7OcnBxNmjRJTZs2VXBwsAICAvTRRx/p6NGjBVI/ABQGwi0AFBO33XabYmJiNHbsWLes78UXX9ScOXP0zDPP6JNPPtHXX3+tmJgYXbp0yS3rBwBP8PV0AQCAvJs6daqaN2+u+vXrO9oaNmyozz//3Gm5zz//XPXq1VOJEiUkSaVKlco1ivv555+rR48e6t+/vyTJbrfrwIEDatSoUQHvBQAUHEZuAaAYadq0qfr166e5c+c62kaNGqWEhARNmjRJBw4c0IoVKzR//nyNHj3asUx4eLi2b9+uY8eO6fTp05KkyMhIbd68WV988YWSk5P1yCOPKC0trdD3CQDciXALAMXMxIkTZbfbHfMtWrTQ6tWr9fbbb6tJkyYaN26cJk6cqIEDBzo95vDhw6pTp44qV64sSXruuefUokULxcTEqEOHDgoLC1NsbGwh7w0AuBdXSwAAAIAxGLkFAACAMQi3AAAAMAbhFgAAAMYg3AIAAMAYhFsAAAAYg3ALAAAAYxBuAQAAYAzCLQAAAIxBuAUAAIAxCLcAAAAwBuEWAAAAxiDcAgAAwBj/D8HZfM72CoVlAAAAAElFTkSuQmCC", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 6))\n", + "\n", + "contagem_filmes_nota.plot.bar()\n", + "\n", + "plt.title('Número de filmes por nota')\n", + "plt.xlabel('Nota')\n", + "plt.ylabel('Quantidade')\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### Lista de filmes com nota 5" + ] + }, + { + "cell_type": "code", + "execution_count": 241, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0DateNameYearLetterboxd URIRatingWatched Date
122020-05-02The Starfish1928.0https://boxd.it/17uZhj5.02016-10-12
892020-05-02Talking Heads1980.0https://boxd.it/17v3RF5.02018-10-10
9102020-05-02Rat Fever2012.0https://boxd.it/17v4rX5.02019-01-18
10112020-05-02Brasil Impossível2018.0https://boxd.it/17v7H55.02019-01-30
15162020-05-02The Handmaiden2016.0https://boxd.it/17v93h5.02019-04-21
20212020-05-02Happy Together1997.0https://boxd.it/17viJ75.02020-03-15
1141152020-05-20Fartura2019.0https://boxd.it/19FE4t5.02020-05-19
1501512020-06-23Kbela2015.0https://boxd.it/1dhoe15.02020-06-22
1551562020-06-29Guaxuma2018.0https://boxd.it/1dR3PH5.02020-06-28
1581592020-06-29The Day Dorival Faced the Guards1986.0https://boxd.it/1dTKYh5.02020-06-28
1601612020-06-30Foreign Land1995.0https://boxd.it/1dY8S15.02020-06-29
1631642020-07-01We Are All Here2016.0https://boxd.it/1e5w8Z5.02020-06-30
1681692020-07-04Guida2015.0https://boxd.it/1en0GV5.02020-07-03
2352362020-08-23Partido Alto1976.0https://boxd.it/1jAQ7T5.02020-08-22
2512522020-08-26W2019.0https://boxd.it/1jVUc15.02020-08-25
4284292021-05-16Obatala Film2019.0https://boxd.it/1RESZR5.02021-05-15
4744752021-07-14Playing2007.0https://boxd.it/1ZAdrD5.02021-07-13
5105112023-04-10Brasil Impossível2018.0https://boxd.it/469DyZ5.02023-04-09
5115122023-04-10I Travel Because I Have to I Come Back Because...2009.0https://boxd.it/469GPz5.02023-04-09
\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 Date \\\n", + "1 2 2020-05-02 \n", + "8 9 2020-05-02 \n", + "9 10 2020-05-02 \n", + "10 11 2020-05-02 \n", + "15 16 2020-05-02 \n", + "20 21 2020-05-02 \n", + "114 115 2020-05-20 \n", + "150 151 2020-06-23 \n", + "155 156 2020-06-29 \n", + "158 159 2020-06-29 \n", + "160 161 2020-06-30 \n", + "163 164 2020-07-01 \n", + "168 169 2020-07-04 \n", + "235 236 2020-08-23 \n", + "251 252 2020-08-26 \n", + "428 429 2021-05-16 \n", + "474 475 2021-07-14 \n", + "510 511 2023-04-10 \n", + "511 512 2023-04-10 \n", + "\n", + " Name Year \\\n", + "1 The Starfish 1928.0 \n", + "8 Talking Heads 1980.0 \n", + "9 Rat Fever 2012.0 \n", + "10 Brasil Impossível 2018.0 \n", + "15 The Handmaiden 2016.0 \n", + "20 Happy Together 1997.0 \n", + "114 Fartura 2019.0 \n", + "150 Kbela 2015.0 \n", + "155 Guaxuma 2018.0 \n", + "158 The Day Dorival Faced the Guards 1986.0 \n", + "160 Foreign Land 1995.0 \n", + "163 We Are All Here 2016.0 \n", + "168 Guida 2015.0 \n", + "235 Partido Alto 1976.0 \n", + "251 W 2019.0 \n", + "428 Obatala Film 2019.0 \n", + "474 Playing 2007.0 \n", + "510 Brasil Impossível 2018.0 \n", + "511 I Travel Because I Have to I Come Back Because... 2009.0 \n", + "\n", + " Letterboxd URI Rating Watched Date \n", + "1 https://boxd.it/17uZhj 5.0 2016-10-12 \n", + "8 https://boxd.it/17v3RF 5.0 2018-10-10 \n", + "9 https://boxd.it/17v4rX 5.0 2019-01-18 \n", + "10 https://boxd.it/17v7H5 5.0 2019-01-30 \n", + "15 https://boxd.it/17v93h 5.0 2019-04-21 \n", + "20 https://boxd.it/17viJ7 5.0 2020-03-15 \n", + "114 https://boxd.it/19FE4t 5.0 2020-05-19 \n", + "150 https://boxd.it/1dhoe1 5.0 2020-06-22 \n", + "155 https://boxd.it/1dR3PH 5.0 2020-06-28 \n", + "158 https://boxd.it/1dTKYh 5.0 2020-06-28 \n", + "160 https://boxd.it/1dY8S1 5.0 2020-06-29 \n", + "163 https://boxd.it/1e5w8Z 5.0 2020-06-30 \n", + "168 https://boxd.it/1en0GV 5.0 2020-07-03 \n", + "235 https://boxd.it/1jAQ7T 5.0 2020-08-22 \n", + "251 https://boxd.it/1jVUc1 5.0 2020-08-25 \n", + "428 https://boxd.it/1RESZR 5.0 2021-05-15 \n", + "474 https://boxd.it/1ZAdrD 5.0 2021-07-13 \n", + "510 https://boxd.it/469DyZ 5.0 2023-04-09 \n", + "511 https://boxd.it/469GPz 5.0 2023-04-09 " + ] + }, + "execution_count": 241, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "filmes_nota_5 = df.query(\"Rating == 5\")\n", + "filmes_nota_5" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/exercicios/para-casa/dados_processados.csv b/exercicios/para-casa/dados_processados.csv new file mode 100644 index 0000000..0c093e4 --- /dev/null +++ b/exercicios/para-casa/dados_processados.csv @@ -0,0 +1,542 @@ +,Date,Name,Year,Letterboxd URI,Rating,Watched Date +0,2020-05-02,Elena,2012.0,https://boxd.it/17uy3p,3.5,2015-07-12 +2,2020-05-02,The Starfish,1928.0,https://boxd.it/17uZhj,5.0,2016-10-12 +3,2020-05-02,The Broken Circle Breakdown,2012.0,https://boxd.it/17uZV9,4.0,2017-04-20 +4,2020-05-02,I Travel Because I Have to I Come Back Because I Love You,2009.0,https://boxd.it/17v0Et,4.0,2017-08-31 +5,2020-05-02,Frances Ha,2012.0,https://boxd.it/17v13X,4.5,2017-11-04 +6,2020-05-02,Trainspotting,1996.0,https://boxd.it/17uIMf,3.5,2017-11-19 +7,2020-05-02,Call Me by Your Name,2017.0,https://boxd.it/17v2SH,3.5,2018-02-10 +8,2020-05-02,Good Manners,2017.0,https://boxd.it/17v3md,3.5,2018-08-18 +9,2020-05-02,Talking Heads,1980.0,https://boxd.it/17v3RF,5.0,2018-10-10 +10,2020-05-02,Rat Fever,2012.0,https://boxd.it/17v4rX,5.0,2019-01-18 +11,2020-05-02,Brasil Impossível,2018.0,https://boxd.it/17v7H5,5.0,2019-01-30 +12,2020-05-02,Coffee with Cinnamon,2017.0,https://boxd.it/17v4LD,4.5,2019-02-27 +13,2020-05-02,It’s Never Nighttime in the Map,2016.0,https://boxd.it/17vztb,4.5,2019-03-10 +14,2020-05-02,Que Som Tem a Distância?,2018.0,https://boxd.it/17v82x,3.5,2019-03-22 +15,2020-05-02,The Comforting Hand,2012.0,https://boxd.it/17v8yX,4.0,2019-04-03 +16,2020-05-02,The Handmaiden,2016.0,https://boxd.it/17v93h,5.0,2019-04-21 +17,2020-05-02,Rend Your Heart,2018.0,https://boxd.it/17vhJZ,2.5,2019-04-27 +18,2020-05-02,Oldboy,2003.0,https://boxd.it/17vhSx,4.0,2019-04-29 +19,2020-05-02,Bacurau,2019.0,https://boxd.it/17vfgh,4.0,2019-09-01 +20,2020-05-02,Letrux em Noite de Climão: Ao Vivo,2019.0,https://boxd.it/17xApt,3.0,2020-01-05 +21,2020-05-02,Happy Together,1997.0,https://boxd.it/17viJ7,5.0,2020-03-15 +22,2020-05-02,The State of Things,1982.0,https://boxd.it/17w0bt,4.0,2020-03-17 +23,2020-05-02,Midsommar,2019.0,https://boxd.it/17viYh,4.0,2020-03-20 +24,2020-05-02,The Other End,2016.0,https://boxd.it/17vi4j,0.5,2020-03-22 +25,2020-05-02,Painted Fire,2002.0,https://boxd.it/17w0WJ,3.5,2020-03-28 +26,2020-05-02,Three Colours: Blue,1993.0,https://boxd.it/17w1QH,4.0,2020-03-31 +27,2020-05-02,Three Colours: White,1994.0,https://boxd.it/17w2BD,3.5,2020-04-02 +28,2020-05-02,Three Colours: Red,1994.0,https://boxd.it/17w2aH,4.0,2020-04-04 +29,2020-05-02,Frantz,2016.0,https://boxd.it/17w3GJ,4.0,2020-04-07 +30,2020-05-02,Bacurau no Mapa,2019.0,https://boxd.it/17vf2f,2.0,2020-04-11 +31,2020-05-02,Love Songs,2007.0,https://boxd.it/17w47Z,1.0,2020-04-11 +32,2020-05-02,Donnie Darko,2001.0,https://boxd.it/17vc2h,2.0,2020-04-14 +33,2020-05-02,Rome Open City,1945.0,https://boxd.it/17w56X,3.0,2020-04-14 +34,2020-05-02,The Impassive Muse,2011.0,https://boxd.it/17vSE3,3.0,2020-04-15 +35,2020-05-02,Lulu's Dream,2010.0,https://boxd.it/17vR3F,3.0,2020-04-16 +36,2020-05-02,Aluga-se,2012.0,https://boxd.it/17vRe9,3.0,2020-04-16 +37,2020-05-02,Nostalgia,1983.0,https://boxd.it/17vjrD,4.0,2020-04-18 +38,2020-05-02,Pulp Fiction,1994.0,https://boxd.it/17vbyr,4.0,2020-04-21 +39,2020-05-02,A Triste Figura,2018.0,https://boxd.it/17vCkL,2.0,2020-04-22 +40,2020-05-02,Um Dia é da Vida o Outro da Morte,2017.0,https://boxd.it/17vDwX,1.0,2020-04-22 +41,2020-05-02,A Noite Mais Longa de Minha Vida,2016.0,https://boxd.it/17vQRp,2.0,2020-04-22 +42,2020-05-02,The Breakfast Club,1985.0,https://boxd.it/17vb71,0.5,2020-04-23 +43,2020-05-02,Casque d'Or,1952.0,https://boxd.it/17w6Pp,4.0,2020-04-25 +44,2020-05-02,Praça Walt Disney,2011.0,https://boxd.it/17vTQ5,2.5,2020-04-26 +45,2020-05-02,A Peste da Janice,2007.0,https://boxd.it/17vU05,2.0,2020-04-26 +46,2020-05-02,River's memory,2013.0,https://boxd.it/17vUit,2.5,2020-04-27 +47,2020-05-02,Julho,2019.0,https://boxd.it/17vUuf,1.5,2020-04-27 +48,2020-05-02,Coração É Terra que Ninguém Vê,2018.0,https://boxd.it/17vVHT,1.0,2020-04-27 +49,2020-05-02,Moonlight,2016.0,https://boxd.it/17wad5,4.5,2020-04-29 +50,2020-05-02,Tous les rêves du monde,2017.0,https://boxd.it/17w7DJ,3.0,2020-04-30 +51,2020-05-02,Summer Ball,2019.0,https://boxd.it/17vW5r,4.0,2020-05-01 +52,2020-05-02,The Most Beloved,2019.0,https://boxd.it/17vWCb,2.0,2020-05-01 +53,2020-05-03,A Mulher que Sou,2019.0,https://boxd.it/17AYYt,2.0,2020-05-02 +54,2020-05-03,Tea for Two,2018.0,https://boxd.it/17BFzh,0.5,2020-05-02 +55,2020-05-03,I don't live here anymore,2019.0,https://boxd.it/17BO9x,4.0,2020-05-02 +56,2020-05-03,Livro e Meio,2019.0,https://boxd.it/17BX4V,4.0,2020-05-02 +57,2020-05-03,Só Sei Que Foi Assim,2019.0,https://boxd.it/17Ckgv,3.0,2020-05-02 +58,2020-05-03,Duda,2019.0,https://boxd.it/17CyWv,2.0,2020-05-02 +59,2020-05-04,Avoada,2019.0,https://boxd.it/17KgTJ,2.0,2020-05-03 +60,2020-05-04,Name of Baptism — Frances,2019.0,https://boxd.it/17Kh5Z,2.0,2020-05-03 +61,2020-05-04,A Profundidade da Areia,2019.0,https://boxd.it/17KH0r,2.0,2020-05-03 +62,2020-05-04,Partir,2018.0,https://boxd.it/17KIIf,1.0,2020-05-03 +63,2020-05-04,Amnestia,2018.0,https://boxd.it/17KZfT,1.5,2020-05-03 +64,2020-05-04,31 de março Brazil,2019.0,https://boxd.it/17L4qR,4.0,2020-05-03 +65,2020-05-04,Um Ensaio Sobre Ausência,2018.0,https://boxd.it/17LqrR,1.0,2020-05-03 +66,2020-05-05,Le Bonheur,1965.0,https://boxd.it/17Rlsx,4.5,2020-05-04 +67,2020-05-06,Sweet Bean,2015.0,https://boxd.it/17ZLTF,3.5,2020-05-04 +68,2020-05-06,Nove Águas,2019.0,https://boxd.it/180oYp,2.0,2020-05-05 +69,2020-05-06,Frogs,2019.0,https://boxd.it/180rz3,3.0,2020-05-05 +70,2020-05-06,Contra-Filé,2019.0,https://boxd.it/180Kt9,4.0,2020-05-05 +71,2020-05-06,Being John Malkovich,1999.0,https://boxd.it/1829Vp,2.5,2020-05-05 +72,2020-05-09,Legítima Defesa,2017.0,https://boxd.it/18kRvV,3.0,2020-05-06 +73,2020-05-09,Buddies,2013.0,https://boxd.it/18lkv1,1.0,2020-05-06 +74,2020-05-09,Street of Shame,1956.0,https://boxd.it/18nyox,3.0,2020-05-08 +75,2020-05-10,Islands of Heat,2019.0,https://boxd.it/18sxgx,2.0,2020-05-09 +76,2020-05-10,O Rabequeiro Maneta e a Fúria da Natureza,2018.0,https://boxd.it/18sxrb,4.0,2020-05-09 +77,2020-05-14,Poetic of Clay,2019.0,https://boxd.it/18VolL,1.0,2020-05-09 +78,2020-05-11,Diane Has the Right Shape,2017.0,https://boxd.it/18ELC7,4.0,2020-05-10 +79,2020-05-12,Marie,2019.0,https://boxd.it/18JJZX,4.0,2020-05-11 +80,2020-05-12,A Era de Lareokotô,2019.0,https://boxd.it/18JSx9,3.0,2020-05-11 +81,2020-05-12,Mamata,2017.0,https://boxd.it/18KdJP,2.5,2020-05-11 +82,2020-05-12,Joderismo,2019.0,https://boxd.it/18Kew3,3.0,2020-05-11 +83,2020-05-14,Dela,2018.0,https://boxd.it/18VyfX,3.0,2020-05-12 +84,2020-05-14,Céu da Boca,2018.0,https://boxd.it/18VBlJ,3.0,2020-05-12 +85,2020-05-14,Rocha,2019.0,https://boxd.it/18VEBF,0.5,2020-05-12 +86,2020-05-14,Lolo,2019.0,https://boxd.it/18Xxmn,3.0,2020-05-13 +87,2020-05-14,Green Book,2018.0,https://boxd.it/18Zv17,2.5,2020-05-13 +88,2020-05-31,Retratos Sobre o Não Ver,2018.0,https://boxd.it/1aSVLz,2.0,2020-05-13 +89,2020-05-15,Secrets & Lies,1996.0,https://boxd.it/195zQl,4.5,2020-05-14 +90,2020-05-16,Lavender,2019.0,https://boxd.it/198lsP,2.5,2020-05-14 +91,2020-05-16,Vivi Wolf and the Magical Room,2019.0,https://boxd.it/198phL,3.5,2020-05-14 +92,2020-05-16,Apneia,2019.0,https://boxd.it/198wF1,3.5,2020-05-14 +93,2020-05-17,Melancholia,2011.0,https://boxd.it/19jTad,2.5,2020-05-16 +94,2020-05-18,Marco,2019.0,https://boxd.it/19qGb7,3.0,2020-05-16 +95,2020-05-19,Estranho Animal,2019.0,https://boxd.it/19xieP,1.0,2020-05-16 +96,2020-05-19,Planeta Fábrica,2019.0,https://boxd.it/19xsp9,3.0,2020-05-16 +97,2020-05-19,As Constituintes de 88,2019.0,https://boxd.it/19A6Ub,3.0,2020-05-16 +98,2020-05-19,Bonde,2019.0,https://boxd.it/19AgVt,1.5,2020-05-17 +99,2020-05-19,I Bleed,2019.0,https://boxd.it/19Ai9B,3.0,2020-05-17 +100,2020-05-20,Tempestade,2019.0,https://boxd.it/19FBix,3.0,2020-05-17 +101,2020-05-20,A Ética das Hienas,2019.0,https://boxd.it/19FBvr,1.0,2020-05-17 +102,2020-05-20,A Primeira Foto,2019.0,https://boxd.it/19FBBT,2.0,2020-05-17 +103,2020-05-20,Jorge,2019.0,https://boxd.it/19FBWn,1.5,2020-05-17 +104,2020-05-20,Mona,2019.0,https://boxd.it/19FC9B,3.0,2020-05-17 +105,2020-05-20,Angela,2019.0,https://boxd.it/19FCtL,4.0,2020-05-18 +106,2020-05-20,Drawing Life,2018.0,https://boxd.it/19FCGb,2.5,2020-05-18 +107,2020-05-20,Licença Poética,2019.0,https://boxd.it/19FCQ1,2.5,2020-05-18 +108,2020-05-20,Entremarés,2018.0,https://boxd.it/19FCZH,3.0,2020-05-18 +109,2020-05-20,Extracts,2019.0,https://boxd.it/19FD7V,2.0,2020-05-18 +110,2020-05-20,Sem Asas,2019.0,https://boxd.it/19FDfP,4.0,2020-05-18 +111,2020-05-20,BLACKN3SS,2019.0,https://boxd.it/19FDm7,2.0,2020-05-18 +112,2020-05-20,The Feather Pillow,2018.0,https://boxd.it/19FDI3,2.0,2020-05-18 +113,2020-05-20,Around Copacabana,2020.0,https://boxd.it/19FEph,4.0,2020-05-18 +114,2020-05-20,Vento de Sal,2018.0,https://boxd.it/19FDU9,2.0,2020-05-19 +115,2020-05-20,Fartura,2019.0,https://boxd.it/19FE4t,5.0,2020-05-19 +116,2020-05-20,Resurrection,2019.0,https://boxd.it/19FF7j,3.5,2020-05-19 +117,2020-05-20,O Grande Amor de um Lobo,2018.0,https://boxd.it/19FIJb,4.0,2020-05-19 +118,2020-05-20,Mia madre,2015.0,https://boxd.it/19FKrD,3.0,2020-05-19 +119,2020-05-21,Equinox Flower,1958.0,https://boxd.it/19MNpJ,4.0,2020-05-20 +120,2020-05-27,Soul in the Eye,1973.0,https://boxd.it/1atWcv,4.5,2020-05-26 +121,2020-05-31,Mission Persephone,2020.0,https://boxd.it/1aTvgn,2.0,2020-05-30 +122,2020-05-31,Republic,2020.0,https://boxd.it/1aTSvb,4.5,2020-05-30 +123,2020-05-31,Sky Over Water,1978.0,https://boxd.it/1aU4KH,3.5,2020-05-30 +124,2020-06-01,The Distance Between Us and the Sky,2019.0,https://boxd.it/1b0EXT,2.0,2020-05-31 +125,2020-06-01,Cru,2019.0,https://boxd.it/1b0JvP,1.5,2020-05-31 +126,2020-06-01,Circus Person,2020.0,https://boxd.it/1b15EJ,2.5,2020-05-31 +127,2020-06-01,Bird Karma,2018.0,https://boxd.it/1b1aUx,2.0,2020-05-31 +128,2020-06-01,Marooned,2019.0,https://boxd.it/1b1zDh,3.0,2020-05-31 +129,2020-06-01,Bilby,2018.0,https://boxd.it/1b1DjZ,3.0,2020-05-31 +130,2020-06-02,And Then the Bear,2019.0,https://boxd.it/1b6xPv,3.0,2020-06-01 +131,2020-06-02,Tokyo Story,1953.0,https://boxd.it/1b7MNr,3.0,2020-06-01 +132,2020-06-02,PLAGUE INC.,2020.0,https://boxd.it/1b8blx,1.0,2020-06-01 +133,2020-06-03,Beatles Electroniques,1969.0,https://boxd.it/1bbJJ5,,2020-06-02 +134,2020-06-03,Mona Lisa,1973.0,https://boxd.it/1bbLLR,,2020-06-02 +135,2020-06-03,Atman,1975.0,https://boxd.it/1bbTdj,,2020-06-02 +136,2020-06-03,The Last Portrait,2016.0,https://boxd.it/1bcG2J,2.0,2020-06-02 +137,2020-06-04,Parasite,2019.0,https://boxd.it/1biglH,3.5,2020-06-03 +138,2020-06-05,The Girl Who Danced with the Devil,2016.0,https://boxd.it/1bqh8b,3.0,2020-06-04 +139,2020-06-11,Foli,2010.0,https://boxd.it/1c44xx,4.0,2020-06-09 +140,2020-06-12,Amores Perros,2000.0,https://boxd.it/1cbkjZ,4.0,2020-06-11 +141,2020-06-16,Psycho,1960.0,https://boxd.it/1czSIR,4.5,2020-06-15 +142,2020-06-16,Paisagem é Narrativa,2020.0,https://boxd.it/1cC4mR,1.5,2020-06-15 +143,2020-06-16,Rabbits,2002.0,https://boxd.it/1cCcLF,3.0,2020-06-15 +144,2020-06-16,Fire,2015.0,https://boxd.it/1cCghp,1.5,2020-06-15 +145,2020-06-17,Querida Mamãe,2017.0,https://boxd.it/1cKTIZ,0.5,2020-06-17 +146,2020-06-19,In the Heart of the World,2019.0,https://boxd.it/1cSpVv,2.0,2020-06-18 +147,"2020-06-20,Neon Bull,2015,https://boxd.it/1cZtzx,3.5,Yes,""off, tv"",2020-06-19",,,,, +148,2020-06-21,The Story of Fausta,1988.0,https://boxd.it/1d2Dhz,1.0,2020-06-20 +149,2020-06-23,Maria,2018.0,https://boxd.it/1dgoLn,4.0,2020-06-22 +150,2020-06-23,Malaria,2013.0,https://boxd.it/1dgoP5,4.0,2020-06-22 +151,2020-06-23,Kbela,2015.0,https://boxd.it/1dhoe1,5.0,2020-06-22 +152,2020-06-24,The Hitchhiker's Guide to the Galaxy,2005.0,https://boxd.it/1dm6QL,2.5,2020-06-23 +153,2020-06-25,Island,2018.0,https://boxd.it/1duRT9,4.5,2020-06-24 +154,2020-06-25,To the End,2020.0,https://boxd.it/1duS0J,3.5,2020-06-24 +155,2020-06-28,Meu Preço,2018.0,https://boxd.it/1dMrfD,2.5,2020-06-27 +156,2020-06-29,Guaxuma,2018.0,https://boxd.it/1dR3PH,5.0,2020-06-28 +157,2020-06-29,ELEGGUA,2018.0,https://boxd.it/1dTGWB,3.0,2020-06-28 +158,2020-06-29,Esta Não é a Sua Vida,1991.0,https://boxd.it/1dTK15,4.0,2020-06-28 +159,2020-06-29,The Day Dorival Faced the Guards,1986.0,https://boxd.it/1dTKYh,5.0,2020-06-28 +160,2020-06-29,Madame Satã,2002.0,https://boxd.it/1dTLKF,3.5,2020-06-28 +161,2020-06-30,Foreign Land,1995.0,https://boxd.it/1dY8S1,5.0,2020-06-29 +162,2020-07-01,A Starry Sky,1996.0,https://boxd.it/1e5gsT,1.5,2020-06-30 +163,2020-07-01,Ossos,2014.0,https://boxd.it/1e5orf,0.5,2020-06-30 +164,2020-07-01,We Are All Here,2016.0,https://boxd.it/1e5w8Z,5.0,2020-06-30 +165,2020-07-01,Megalopolis,1973.0,https://boxd.it/1e5wEB,4.0,2020-06-30 +166,2020-07-01,Fantasma da Saudade no Vale da Morte,2016.0,https://boxd.it/1e5xvb,1.0,2020-06-30 +167,2020-07-01,Eye for an Eye,1966.0,https://boxd.it/1e5xGN,2.5,2020-06-30 +168,2020-07-04,O Sanduíche,2000.0,https://boxd.it/1emLUN,4.0,2020-07-03 +169,2020-07-04,Guida,2015.0,https://boxd.it/1en0GV,5.0,2020-07-03 +170,2020-07-05,Rota de Fuga,2017.0,https://boxd.it/1esesj,2.5,2020-07-04 +171,2020-07-05,Smoke Gets in Your Eyes,2009.0,https://boxd.it/1etsBL,1.0,2020-07-04 +172,2020-07-05,Invisible Life,2019.0,https://boxd.it/1eu3vZ,4.5,2020-07-04 +173,2020-07-06,Tropicália,2012.0,https://boxd.it/1eyBzz,4.0,2020-07-05 +174,2020-07-07,The Amulet of Ogum,1974.0,https://boxd.it/1eHrUF,3.0,2020-07-06 +175,2020-07-08,Pariah,2011.0,https://boxd.it/1eOktV,4.0,2020-07-07 +176,2020-07-10,Sailor,2014.0,https://boxd.it/1f0sIX,0.5,2020-07-09 +177,2020-07-10,Renovation,2018.0,https://boxd.it/1f0sWv,2.0,2020-07-09 +178,2020-07-10,Janaína Colorida Feito o Céu,2014.0,https://boxd.it/1f0t7D,3.0,2020-07-09 +179,2020-07-10,Louça de Deus,2016.0,https://boxd.it/1f0vDh,2.0,2020-07-09 +180,2020-07-11,1996,2019.0,https://boxd.it/1f7DdZ,2.0,2020-07-10 +181,2020-07-11,Êles,2019.0,https://boxd.it/1f7DvJ,3.0,2020-07-10 +182,2020-07-11,Purple Dictatorship,2020.0,https://boxd.it/1f7F33,2.0,2020-07-10 +183,2020-07-11,Em Reforma,2019.0,https://boxd.it/1f7Fol,3.0,2020-07-10 +184,2020-07-13,Depois da Meia Noite,2020.0,https://boxd.it/1fnX7T,1.5,2020-07-12 +185,2020-07-14,A Hora Morta,2020.0,https://boxd.it/1fuSW7,1.0,2020-07-12 +186,2020-07-17,They Will Have to Kill Us First,2015.0,https://boxd.it/1fKfCp,3.0,2020-07-16 +187,2020-07-18,Saindo de Casa,2017.0,https://boxd.it/1fPULH,1.0,2020-07-17 +188,2020-07-18,Ícaro,2017.0,https://boxd.it/1fQ3VB,0.5,2020-07-17 +189,2020-07-18,New York New York,2020.0,https://boxd.it/1fRMS5,2.0,2020-07-17 +190,2020-07-18,Nefta Football Club,2018.0,https://boxd.it/1fRV3b,4.5,2020-07-17 +191,2020-07-19,Em Nome de Deus,2020.0,https://boxd.it/1fWs11,3.0,2020-07-18 +192,2020-07-19,Campo dos Afonsos,2020.0,https://boxd.it/1fZovH,0.5,2020-07-18 +193,2020-07-19,WHAT DID JACK DO?,2017.0,https://boxd.it/1fZtw1,1.0,2020-07-18 +194,2020-07-19,Mercy,2019.0,https://boxd.it/1g09zL,2.5,2020-07-18 +195,2020-07-29,Sobrevida,2020.0,https://boxd.it/1h26hR,0.5,2020-07-28 +196,2020-07-29,Elementos Naturais,2020.0,https://boxd.it/1h2c79,1.0,2020-07-28 +197,2020-07-29,Só Jesus salva,2019.0,https://boxd.it/1h2dQf,1.0,2020-07-28 +198,2020-07-29,Paciente,2020.0,https://boxd.it/1h2nxH,1.0,2020-07-28 +199,2020-07-29,Comentários a respeito de Belchior,2020.0,https://boxd.it/1h2sSP,1.5,2020-07-28 +200,2020-07-29,eu acho que o cinema devia ser de graça para o povo,2019.0,https://boxd.it/1h2zen,1.5,2020-07-28 +201,2020-07-29,White Hole,1979.0,https://boxd.it/1h3oXD,,2020-07-28 +202,2020-07-29,Everything Visible Is Empty,1975.0,https://boxd.it/1h3p7t,,2020-07-28 +203,2020-07-29,Phantom,1975.0,https://boxd.it/1h3pJd,,2020-07-28 +204,2020-07-29,Shift,1982.0,https://boxd.it/1h3pQD,,2020-07-28 +205,2020-07-31,Metastasis,1971.0,https://boxd.it/1hcsvr,,2020-07-29 +206,2020-07-31,Engram,1987.0,https://boxd.it/1hcujH,,2020-07-29 +207,2020-07-31,Connection,1981.0,https://boxd.it/1hcwpn,,2020-07-29 +208,2020-07-31,Sway,1985.0,https://boxd.it/1hcwRr,,2020-07-29 +209,2020-07-31,For My Crushed Right Eye,1969.0,https://boxd.it/1hcAnv,,2020-07-29 +210,2020-07-31,Relation,1982.0,https://boxd.it/1hcBgl,,2020-07-29 +211,2020-07-31,Ecstasis,1969.0,https://boxd.it/1hcBrj,,2020-07-29 +212,2020-07-31,Araby,2017.0,https://boxd.it/1hdCcL,4.0,2020-07-30 +213,2020-08-02,Azougue Nazareth,2018.0,https://boxd.it/1hppt9,3.5,2020-08-01 +214,2020-08-04,Gloria and Grace,2017.0,https://boxd.it/1hDiNp,1.5,2020-08-03 +215,"2020-08-04,""Paris, Texas"",1984,https://boxd.it/1hEd6x,5,,off,2020-08-03",,,,, +216,2020-08-05,Roberto Carlos em Ritmo de Aventura,1968.0,https://boxd.it/1hHyQH,2.0,2020-08-04 +217,2020-08-05,Joker,2019.0,https://boxd.it/1hJxiX,2.5,2020-08-04 +218,2020-08-07,Adoniran - Meu Nome é João Rubinato,2018.0,https://boxd.it/1hVG29,4.0,2020-08-05 +219,2020-08-16,Divine Love,2019.0,https://boxd.it/1iTr1Z,1.0,2020-08-15 +220,2020-08-18,Four Days in September,1997.0,https://boxd.it/1j4uJ3,4.0,2020-08-17 +221,2020-08-18,The Middle of the World,2003.0,https://boxd.it/1j57rd,2.0,2020-08-17 +222,2020-08-20,My Name Is Baghdad,2020.0,https://boxd.it/1jiSvH,4.0,2020-08-19 +223,2020-08-26,המכנסיים של פושקין,2019.0,https://boxd.it/1jSu9f,2.5,2020-08-20 +224,2020-08-26,Whales Don't Swim,2020.0,https://boxd.it/1jSC1t,3.0,2020-08-20 +225,2020-08-26,Barbie & Bob,2020.0,https://boxd.it/1jSIaL,1.5,2020-08-20 +226,2020-08-26,Buck,2019.0,https://boxd.it/1jSVaf,2.0,2020-08-20 +227,2020-08-26,Champ de Mars,2019.0,https://boxd.it/1jTGyX,3.5,2020-08-20 +228,2020-08-26,Different,2019.0,https://boxd.it/1jUsFx,3.0,2020-08-20 +229,2020-08-26,Lírio Vermelho,2020.0,https://boxd.it/1jVh9d,1.5,2020-08-20 +230,2020-08-22,Greta,2019.0,https://boxd.it/1jun4J,2.0,2020-08-21 +231,2020-08-26,Veronica,2020.0,https://boxd.it/1jVRVH,2.0,2020-08-21 +232,2020-08-26,Difícil é Não Brincar,,https://boxd.it/1jVUnN,2.5,2020-08-21 +233,2020-08-26,Opera Night Feather,2019.0,https://boxd.it/1jVVBB,1.0,2020-08-21 +234,2020-08-26,Mi Abuelo Conoce a King Kong,2019.0,https://boxd.it/1jVVR5,0.5,2020-08-21 +235,2020-08-23,Elegy of a Crime,2018.0,https://boxd.it/1jAHQb,3.5,2020-08-22 +236,2020-08-23,Partido Alto,1976.0,https://boxd.it/1jAQ7T,5.0,2020-08-22 +237,2020-08-26,Rehak,2020.0,https://boxd.it/1jVW8P,0.5,2020-08-22 +238,2020-08-26,Trench,2019.0,https://boxd.it/1jVWxv,2.5,2020-08-22 +239,2020-08-24,Close-Knit,2017.0,https://boxd.it/1jIJgP,3.5,2020-08-23 +240,2020-08-26,El B(eso),2019.0,https://boxd.it/1jVq4V,2.0,2020-08-23 +241,2020-08-26,El Club,2020.0,https://boxd.it/1jVuLf,2.0,2020-08-23 +242,2020-08-25,The Silences,2018.0,https://boxd.it/1jOuDh,4.0,2020-08-24 +243,2020-08-26,The Little Soul,2019.0,https://boxd.it/1jSwl3,3.0,2020-08-24 +244,2020-08-26,Daniel,2019.0,https://boxd.it/1jTXVJ,4.0,2020-08-24 +245,2020-08-26,Clear Valley Report,,https://boxd.it/1jU9EF,2.0,2020-08-24 +246,2020-08-26,Weekend,2020.0,https://boxd.it/1jUDzv,2.5,2020-08-24 +247,2020-08-26,Foil Man,2019.0,https://boxd.it/1jUU3h,0.5,2020-08-25 +248,2020-08-26,La Mamita,2020.0,https://boxd.it/1jV8u7,2.5,2020-08-25 +249,2020-08-26,Sonnez Après Minuit,2021.0,https://boxd.it/1jVaZB,4.0,2020-08-25 +250,2020-08-26,Shunkan,2020.0,https://boxd.it/1jVxFJ,2.0,2020-08-25 +251,2020-08-26,It Will Get Better,2020.0,https://boxd.it/1jVF2v,4.0,2020-08-25 +252,2020-08-26,W,2019.0,https://boxd.it/1jVUc1,5.0,2020-08-25 +253,2020-08-27,Virago,2019.0,https://boxd.it/1jZuOB,2.5,2020-08-26 +254,2020-08-29,Garden City Beautiful,2019.0,https://boxd.it/1ke4Mp,4.5,2020-08-28 +255,2020-08-29,Céu Na Terra,2020.0,https://boxd.it/1kehRn,1.0,2020-08-28 +256,2020-08-31,Of the Observatory I Saw,2020.0,https://boxd.it/1ksVnF,1.0,2020-08-30 +257,2020-08-31,Two War Images,2020.0,https://boxd.it/1kt3AR,0.5,2020-08-30 +258,2020-08-31,Pelano!,2019.0,https://boxd.it/1ktAZv,4.0,2020-08-30 +259,2020-09-04,Where I Grow Old,2016.0,https://boxd.it/1kPGIz,4.0,2020-09-03 +260,2020-09-04,Lost in Translation,2003.0,https://boxd.it/1kSMhb,0.5,2020-09-03 +261,2020-09-06,Gone Girl,2014.0,https://boxd.it/1l4Hqr,1.5,2020-09-05 +262,2020-09-06,Basic Instinct,1992.0,https://boxd.it/1l6ZTl,0.5,2020-09-05 +263,2020-09-09,I'm Thinking of Ending Things,2020.0,https://boxd.it/1lpxhL,0.5,2020-09-08 +264,2020-09-10,The Truman Show,1998.0,https://boxd.it/1lx8UJ,3.0,2020-09-09 +265,2020-09-11,She's Gotta Have It,1986.0,https://boxd.it/1lCnEV,3.0,2020-09-10 +266,2020-09-11,Saturday Night Fever,1977.0,https://boxd.it/1lDTYZ,0.5,2020-09-10 +267,2020-09-15,Ele Não,2019.0,https://boxd.it/1m3mcZ,2.0,2020-09-14 +268,2020-09-15,The Godfather,1972.0,https://boxd.it/1m4eYj,2.5,2020-09-14 +269,2020-09-20,Vou Nadar Até Você,2019.0,https://boxd.it/1myoaj,0.5,2020-09-19 +270,2020-09-23,Um Lugar ao Sul,2018.0,https://boxd.it/1mR7qd,3.5,2020-09-21 +271,2020-09-23,Terra,2019.0,https://boxd.it/1mR7MD,3.0,2020-09-21 +272,2020-09-23,Demonia: A Melodrama in 3 Acts,2016.0,https://boxd.it/1mRb4Z,4.0,2020-09-22 +273,2020-09-23,Fire Mouth,2017.0,https://boxd.it/1mRbqV,4.5,2020-09-22 +274,2020-09-23,A Culpa é do Neymar,2015.0,https://boxd.it/1mRf8h,3.0,2020-09-22 +275,2020-09-24,The Honest Candidate,2014.0,https://boxd.it/1mY8CD,0.5,2020-09-23 +276,2020-09-24,The Strong Ones,2019.0,https://boxd.it/1mYfRP,2.5,2020-09-23 +277,2020-09-24,The Daytime Doorman,2016.0,https://boxd.it/1mYEiv,0.5,2020-09-24 +278,2020-09-26,Bao,2018.0,https://boxd.it/1n90Yj,4.0,2020-09-25 +279,2020-09-26,Babel,2006.0,https://boxd.it/1n9MjN,3.5,2020-09-26 +280,2020-09-28,Travessia,2017.0,https://boxd.it/1nokBf,3.0,2020-09-27 +281,2020-09-29,La Maison en Petits Cubes,2008.0,https://boxd.it/1nr8xr,4.0,2020-09-27 +282,2020-09-30,Party Over,2019.0,https://boxd.it/1nzCvL,4.5,2020-09-29 +283,2020-09-30,Life in Gray,2017.0,https://boxd.it/1nzXO5,2.5,2020-09-29 +284,2020-10-01,Califórnia,2015.0,https://boxd.it/1nEP3Z,1.0,2020-09-30 +285,2020-10-04,Don't Call Me Son,2016.0,https://boxd.it/1nWvS5,1.5,2020-10-03 +286,2020-10-05,The Movie of My Life,2017.0,https://boxd.it/1o4HbX,2.0,2020-10-04 +287,2020-10-05,The Age of Innocence,1993.0,https://boxd.it/1o922l,4.5,2020-10-04 +288,2020-10-06,The Social Dilemma,2020.0,https://boxd.it/1odKlf,1.0,2020-10-05 +289,2020-10-08,Ângelo,2020.0,https://boxd.it/1ooMGr,4.0,2020-10-07 +290,2020-10-08,Fifteen,2014.0,https://boxd.it/1ooWFD,3.0,2020-10-07 +291,2020-10-17,Alice Júnior,2019.0,https://boxd.it/1pkVuZ,2.5,2020-10-16 +292,2020-10-19,Yesterday There Were Strange Things in the Sky,2020.0,https://boxd.it/1pAZ4D,3.0,2020-10-18 +293,2020-10-27,Paradise Lost,2018.0,https://boxd.it/1qwo6X,4.0,2020-10-26 +294,2020-11-02,The Asphalt Kiss,2018.0,https://boxd.it/1rbEbL,4.0,2020-11-01 +295,2020-11-02,Ford v Ferrari,2019.0,https://boxd.it/1rc1Hb,2.5,2020-11-01 +296,2020-11-25,The Queen's Gambit,2020.0,https://boxd.it/1twBUt,3.5,2020-11-24 +297,2020-11-25,If Anything Happens I Love You,2020.0,https://boxd.it/1tyPJj,1.0,2020-11-24 +298,2020-12-02,Reflections of a Blender,2010.0,https://boxd.it/1umw8t,3.0,2020-12-01 +299,2020-12-05,Father’s Chair,2012.0,https://boxd.it/1uGF7p,1.0,2020-12-04 +300,2020-12-15,The Intruder,2019.0,https://boxd.it/1vMIvl,0.5,2020-12-11 +301,2020-12-15,Extremely Loud & Incredibly Close,2011.0,https://boxd.it/1vMISz,0.5,2020-12-12 +302,2020-12-15,In Therapy,2009.0,https://boxd.it/1vN1ur,1.0,2020-12-14 +303,2020-12-15,Intervenção,2017.0,https://boxd.it/1vN5td,0.5,2020-12-14 +304,2020-12-15,Bohemian Rhapsody,2018.0,https://boxd.it/1vQvuR,1.5,2020-12-14 +305,2020-12-17,Emicida: AmarElo - It's All for Yesterday,2020.0,https://boxd.it/1w3xxf,4.0,2020-12-16 +306,2020-12-23,Trust Me,2014.0,https://boxd.it/1wLi5X,1.0,2020-12-18 +307,2020-12-23,On the Fringes of São Paulo: Homeless,2004.0,https://boxd.it/1wM7tV,3.0,2020-12-19 +308,2021-01-04,Baby Driver,2017.0,https://boxd.it/1yU14p,3.0,2021-01-03 +309,2021-01-04,The Devil All the Time,2020.0,https://boxd.it/1yWb9D,2.5,2021-01-03 +310,2021-01-05,The Invisible Guest,2016.0,https://boxd.it/1z5Ccn,4.0,2021-01-04 +311,2021-01-07,The Kitchen,1975.0,https://boxd.it/1znyfX,,2021-01-06 +312,2021-01-07,Dolemite Is My Name,2019.0,https://boxd.it/1zoLVp,3.5,2021-01-06 +313,2021-01-11,I Am Not Your Negro,2016.0,https://boxd.it/1zZbdv,4.5,2021-01-09 +314,2021-01-12,Alike,2015.0,https://boxd.it/1A9TWT,3.0,2021-01-10 +315,2021-01-12,About a Month,2013.0,https://boxd.it/1Aa0JR,2.5,2021-01-10 +316,2021-01-12,Matinta,2010.0,https://boxd.it/1Aafdh,2.0,2021-01-11 +317,2021-01-12,Colors & Boots,2010.0,https://boxd.it/1AakJR,2.0,2021-01-11 +318,2021-01-12,Tudo Bem,2020.0,https://boxd.it/1AaxZj,2.0,2021-01-11 +319,2021-01-13,Batom vermelho sangue,2020.0,https://boxd.it/1AioUb,2.5,2021-01-12 +320,2021-01-19,Double Dad,2021.0,https://boxd.it/1BhXfT,1.5,2021-01-18 +321,2021-01-25,Felipa e o Foguete,2017.0,https://boxd.it/1C5XhZ,3.0,2021-01-22 +322,2021-01-26,Ainda Te Amo Demais,2020.0,https://boxd.it/1Cj6hl,3.0,2021-01-24 +323,"2021-01-26,""Adelaide, Aqui Não Há Segunda Vez Para o Erro"",2020,https://boxd.it/1Cjgk5,2.5,,mostratiradentes,2021-01-24",,,,, +324,2021-01-27,5 Fitas,2020.0,https://boxd.it/1CmavH,4.0,2021-01-24 +325,2021-01-27,23 Minutos,2020.0,https://boxd.it/1Cmh5V,3.5,2021-01-24 +326,2021-01-27,A Destruição do Planeta Live,2021.0,https://boxd.it/1Cmyhf,2.0,2021-01-24 +327,2021-01-27,À Beira do Planeta Mainha Soprou a Gente,2020.0,https://boxd.it/1CmGZT,4.0,2021-01-24 +328,2021-01-27,Truth Comes Out of its Well to Shame Mankind,2021.0,https://boxd.it/1Cng2X,2.5,2021-01-24 +329,2021-01-27,A Pontualidade dos Tubarões,2020.0,https://boxd.it/1CnmCH,2.0,2021-01-24 +330,2021-01-27,Rodson ou (Onde o Sol Não Tem Dó),2020.0,https://boxd.it/1CpQgP,3.0,2021-01-25 +331,2021-01-28,Babelon,2021.0,https://boxd.it/1CuVzd,1.5,2021-01-25 +332,2021-01-28,Animais na Pista,2021.0,https://boxd.it/1Cvl83,3.5,2021-01-25 +333,2021-01-28,Casa com Parede,2020.0,https://boxd.it/1CvyDt,2.5,2021-01-25 +334,2021-01-28,Caminhos na Noite,2020.0,https://boxd.it/1CvGqx,0.5,2021-01-25 +335,2021-01-29,Won't You Come Out To Play,2020.0,https://boxd.it/1CDGy3,1.0,2021-01-25 +336,2021-01-29,The Fantastic Garden,2020.0,https://boxd.it/1CDP1x,1.5,2021-01-25 +337,2021-01-29,O menino e o ovo,2020.0,https://boxd.it/1CFeib,2.0,2021-01-26 +338,2021-01-29,The Mineral World,2020.0,https://boxd.it/1CFhVP,3.0,2021-01-26 +339,2021-01-29,Dogs’ Street Opera,2020.0,https://boxd.it/1CFjyD,1.0,2021-01-26 +340,2021-01-29,PIETÀ,2020.0,https://boxd.it/1CFmjr,3.0,2021-01-26 +341,2021-01-29,Pega-se Facção,2020.0,https://boxd.it/1CFvqB,4.0,2021-01-26 +342,2021-01-29,Pátria,2020.0,https://boxd.it/1CFytN,3.0,2021-01-26 +343,2021-01-29,From Another Seasons,2021.0,https://boxd.it/1CFOvZ,3.0,2021-01-26 +344,2021-01-29,4 Billions Infinites,2020.0,https://boxd.it/1CFUCd,4.0,2021-01-26 +345,2021-01-29,Abjetas 288,2021.0,https://boxd.it/1CG8En,3.5,2021-01-27 +346,2021-01-30,Novo Mundo,2020.0,https://boxd.it/1CLBcn,3.5,2021-01-27 +347,2021-01-30,Preces Precipitadas de um Lugar Sagrado Que Não Existe Mais,2020.0,https://boxd.it/1CM2yv,1.0,2021-01-27 +348,2021-01-30,First Carnival,2020.0,https://boxd.it/1CMekZ,1.5,2021-01-27 +349,2021-01-30,Rádio Capital Alvorada,2020.0,https://boxd.it/1CMncb,1.5,2021-01-27 +350,2021-01-30,Quarta: Dia de Jogo,2021.0,https://boxd.it/1CMqsL,3.0,2021-01-27 +351,2021-01-30,Rebu - A Egolombra de uma Sapatão Quase Arrependida,2019.0,https://boxd.it/1CMLNb,4.0,2021-01-27 +352,2021-01-30,SAPATÃO: uma racha/dura no sistema,2020.0,https://boxd.it/1CNjQN,2.0,2021-01-27 +353,2021-01-31,Sunday Movie,2020.0,https://boxd.it/1CTCM3,1.5,2021-01-27 +354,2021-01-31,Vida Dentro de um Melão,2020.0,https://boxd.it/1CUNRb,3.0,2021-01-28 +355,2021-01-31,Foguete,2020.0,https://boxd.it/1CUXwR,3.0,2021-01-28 +356,2021-01-31,Travelling Wind,2020.0,https://boxd.it/1CV2r3,3.0,2021-01-28 +357,2021-01-31,Sketches,2021.0,https://boxd.it/1CViKF,1.5,2021-01-28 +358,2021-01-31,Três Graças,2020.0,https://boxd.it/1CVu7F,2.0,2021-01-28 +359,2021-01-31,Vander,2021.0,https://boxd.it/1CVyPh,2.5,2021-01-28 +360,2021-01-31,Fireflies,2021.0,https://boxd.it/1CVMjT,0.5,2021-01-28 +361,2021-01-31,videomemoria,2020.0,https://boxd.it/1CWaph,2.0,2021-01-28 +362,2021-01-31,Napo,2020.0,https://boxd.it/1CWmel,2.0,2021-01-28 +363,2021-01-31,De Dora por Sara,2020.0,https://boxd.it/1CWsUd,2.5,2021-01-29 +364,2021-01-31,The Boat and the River,2020.0,https://boxd.it/1CWC21,3.0,2021-01-29 +365,2021-01-31,Uma Noite Sem Lua,2020.0,https://boxd.it/1CWE2H,1.0,2021-01-29 +366,2021-01-31,Vitória,2020.0,https://boxd.it/1CWJRb,2.5,2021-01-29 +367,2021-01-31,Você tem Olhos Tristes,2020.0,https://boxd.it/1CWRb3,1.5,2021-01-29 +368,2021-01-31,Out of Place,2020.0,https://boxd.it/1CWVG5,2.0,2021-01-29 +369,2021-01-31,Levantado do Chão,2021.0,https://boxd.it/1CX2Mz,2.5,2021-01-29 +370,2021-01-31,Noções de Casa,2020.0,https://boxd.it/1CX8DN,2.5,2021-01-29 +371,2021-01-31,Have You Ever Tried to Look Into My Eyes?,2020.0,https://boxd.it/1CXbdD,3.0,2021-01-30 +372,2021-01-31,Letícia Monte Bonito 04,2020.0,https://boxd.it/1CXlF3,3.0,2021-01-30 +373,2021-01-31,Menarche,2020.0,https://boxd.it/1CXyJR,2.5,2021-01-30 +374,2021-01-31,She Who Lives Upstairs,2020.0,https://boxd.it/1CXFNL,2.0,2021-01-30 +375,2021-02-03,Lila,2014.0,https://boxd.it/1Dqvs7,2.0,2021-02-02 +376,2021-02-11,Something Like That,2017.0,https://boxd.it/1Eudsv,1.5,2021-02-10 +377,2021-02-11,Minha Vida em Marte,2018.0,https://boxd.it/1EuRHF,0.5,2021-02-10 +378,2021-02-12,Daughters of the Wind,2005.0,https://boxd.it/1EzalV,3.0,2021-02-11 +379,2021-02-14,Saucy Toinha,2020.0,https://boxd.it/1EW7fr,2.5,2021-02-13 +380,2021-02-16,Malcolm & Marie,2021.0,https://boxd.it/1FeBxV,1.5,2021-02-15 +381,2021-02-17,Elis,2016.0,https://boxd.it/1FldDf,2.0,2021-02-16 +382,2021-02-18,Refavela 40,2019.0,https://boxd.it/1FtW9b,4.0,2021-02-17 +383,2021-02-22,Behind Her Eyes,2021.0,https://boxd.it/1G9tDb,1.0,2021-02-20 +384,2021-02-22,O Mar é Ali em Cima,2018.0,https://boxd.it/1G9uyL,3.0,2021-02-21 +385,2021-02-22,Som Guia,2015.0,https://boxd.it/1G9v2r,4.0,2021-02-21 +386,2021-02-27,Daughter,2019.0,https://boxd.it/1GMxpl,3.0,2021-02-26 +387,2021-02-27,She Who Wears the Rain,2019.0,https://boxd.it/1GN26p,3.0,2021-02-26 +388,2021-02-28,Capécia,2021.0,https://boxd.it/1GUkt1,1.0,2021-02-26 +389,2021-02-28,Inspirações,2021.0,https://boxd.it/1GVpAt,3.0,2021-02-27 +390,2021-02-28,M8 - When Death Rescues Life,2019.0,https://boxd.it/1GWJDf,1.0,2021-02-27 +391,2021-03-02,A Man Amidst Bees,2015.0,https://boxd.it/1HcZBB,0.5,2021-02-28 +392,2021-03-03,Sadla,2019.0,https://boxd.it/1HkeoB,2.5,2021-03-02 +393,2021-03-03,Filhas de Lavadeiras,2019.0,https://boxd.it/1HkP8Z,3.0,2021-03-02 +394,2021-03-03,Sing Along,2020.0,https://boxd.it/1HkQ1F,3.0,2021-03-02 +395,2021-03-03,Sobre Nossas Cabeças,2020.0,https://boxd.it/1HkXNh,2.0,2021-03-02 +396,2021-03-26,Night Mode,2021.0,https://boxd.it/1KqlhL,1.0,2021-03-02 +397,2021-03-09,I Care a Lot,2020.0,https://boxd.it/1Ianbl,1.0,2021-03-08 +398,2021-03-17,Thoroughbreds,2017.0,https://boxd.it/1Je3mF,1.5,2021-03-16 +399,2021-03-20,Red Dragon,2002.0,https://boxd.it/1JC1kl,2.0,2021-03-19 +400,2021-03-24,Gosto se Discute,2017.0,https://boxd.it/1K6Smp,0.5,2021-03-22 +401,2021-03-25,Friendly Beast,2017.0,https://boxd.it/1KfEgP,1.0,2021-03-23 +402,2021-03-26,Noturna,2014.0,https://boxd.it/1KqCHr,2.0,2021-03-25 +403,2021-03-26,Vamos Ficar Sozinhas,2019.0,https://boxd.it/1KqDsn,3.0,2021-03-25 +404,2021-04-01,Elena and Her Men,1956.0,https://boxd.it/1LgVTb,3.0,2021-03-31 +405,2021-04-13,Deadly Illusions,2021.0,https://boxd.it/1MZOdL,0.5,2021-04-11 +406,2021-04-16,Canvas,2020.0,https://boxd.it/1NrV6D,2.0,2021-04-14 +407,2021-04-16,A Love Song for Latasha,2019.0,https://boxd.it/1Ns6F5,2.5,2021-04-14 +408,2021-04-16,Two Distant Strangers,2020.0,https://boxd.it/1NsIcl,1.0,2021-04-14 +409,2021-04-17,Three Summers,2019.0,https://boxd.it/1NByjz,1.5,2021-04-16 +410,2021-04-23,Morde & Assopra,,https://boxd.it/1OsU4R,0.5,2021-04-22 +411,2021-04-23,Bridges over the Abyss,2018.0,https://boxd.it/1Ot1Wr,4.0,2021-04-22 +412,2021-04-23,Eu Travesti?,2014.0,https://boxd.it/1Ot5H1,1.0,2021-04-22 +413,2021-04-23,Relatos Tecnopobres,2019.0,https://boxd.it/1Ot9Vh,0.5,2021-04-22 +414,2021-04-23,Their Happiness,2019.0,https://boxd.it/1OtiQb,1.5,2021-04-22 +415,2021-04-26,The Father,2020.0,https://boxd.it/1OS6GD,2.0,2021-04-23 +416,2021-04-26,Tropical Curse,2016.0,https://boxd.it/1OS8WD,1.5,2021-04-24 +417,2021-04-26,Film for Blind Poet,2012.0,https://boxd.it/1OXxfT,4.0,2021-04-24 +418,2021-04-27,Futuro Beach,2014.0,https://boxd.it/1P7iEz,3.0,2021-04-26 +419,2021-04-28,Itinerant State,2016.0,https://boxd.it/1Pddpr,2.0,2021-04-27 +420,2021-04-28,Dona Sônia Pediu Uma Arma Para Seu Vizinho Alcides,2011.0,https://boxd.it/1PdGvj,2.5,2021-04-27 +421,2021-04-29,Ma Rainey's Black Bottom,2020.0,https://boxd.it/1Pij2N,1.0,2021-04-27 +422,2021-05-05,Pacarrete,2019.0,https://boxd.it/1Qck7V,3.0,2021-05-04 +423,2021-05-09,Billi Pig,2012.0,https://boxd.it/1QDySl,0.5,2021-05-07 +424,2021-05-14,SHOUT!,2018.0,https://boxd.it/1RjTgh,0.5,2021-05-12 +425,2021-05-14,Now!,1965.0,https://boxd.it/1Rkach,3.0,2021-05-12 +426,2021-05-14,Hail Sarajevo,1993.0,https://boxd.it/1RkiVT,4.0,2021-05-12 +427,2021-05-15,Dark Habits,1983.0,https://boxd.it/1RukwB,2.5,2021-05-14 +428,2021-05-16,Minami em Close-up - A Boca em Revista,2008.0,https://boxd.it/1REOkl,4.0,2021-05-15 +429,2021-05-16,Obatala Film,2019.0,https://boxd.it/1RESZR,5.0,2021-05-15 +430,2021-05-16,Faço de Mim O Que Quero,2009.0,https://boxd.it/1REZOr,0.5,2021-05-15 +431,2021-05-17,Ruin,2016.0,https://boxd.it/1ROJGL,3.0,2021-05-16 +432,2021-05-17,Everybody has its own way,2014.0,https://boxd.it/1ROWkX,3.0,2021-05-16 +433,2021-05-17,Um Sol Alaranjado,2001.0,https://boxd.it/1RP63x,3.0,2021-05-16 +434,2021-05-18,Ski Lessons,2013.0,https://boxd.it/1RVkC9,0.5,2021-05-17 +435,2021-05-18,Story of a Feather,2015.0,https://boxd.it/1RVJbx,2.5,2021-05-17 +436,2021-05-18,Vando aka Vedita,2017.0,https://boxd.it/1RVRqF,1.0,2021-05-17 +437,2021-05-18,Ruído,2017.0,https://boxd.it/1RVXXv,2.0,2021-05-17 +438,2021-05-19,Live Flesh,1997.0,https://boxd.it/1S2fIZ,1.5,2021-05-17 +439,2021-05-19,The Sarcophagus,2010.0,https://boxd.it/1S5iCV,2.5,2021-05-18 +440,2021-05-21,Women on the Verge of a Nervous Breakdown,1988.0,https://boxd.it/1SiMwz,2.0,2021-05-20 +441,2021-05-21,The Flower of My Secret,1995.0,https://boxd.it/1SiNvH,3.0,2021-05-20 +442,2021-05-22,The Cordial Man's End,2004.0,https://boxd.it/1Sq1ZZ,0.5,2021-05-21 +443,2021-05-22,Backyard,2015.0,https://boxd.it/1SqtJF,1.0,2021-05-21 +444,2021-05-22,O Lençol Branco,2004.0,https://boxd.it/1SqBpN,3.0,2021-05-21 +445,2021-05-22,Handball,2010.0,https://boxd.it/1SqXXd,3.5,2021-05-21 +446,2021-05-22,The Living Dead,2012.0,https://boxd.it/1Sr7YP,2.0,2021-05-22 +447,2021-05-24,Marighella,2019.0,https://boxd.it/1SKvrX,3.0,2021-05-23 +448,2021-05-31,The Wood,2020.0,https://boxd.it/1TDIZ9,2.5,2021-05-26 +449,2021-05-31,Na minha frente,2020.0,https://boxd.it/1TDJRZ,,2021-05-26 +450,2021-05-31,Sunflower,2021.0,https://boxd.it/1TDPaR,0.5,2021-05-26 +451,2021-05-31,Aperto,2019.0,https://boxd.it/1TEsYh,2.0,2021-05-26 +452,2021-05-31,ADUPÉ OBALUAÊ,2020.0,https://boxd.it/1TEy5n,,2021-05-26 +453,2021-05-31,Stone,2020.0,https://boxd.it/1TECDj,1.0,2021-05-27 +454,2021-05-31,Windows from Here,2021.0,https://boxd.it/1TEFNr,3.0,2021-05-27 +455,2021-05-31,Tônica da Cidade,2019.0,https://boxd.it/1TERt9,1.5,2021-05-27 +456,2021-05-31,The Other,2020.0,https://boxd.it/1TFkFN,3.5,2021-05-27 +457,2021-05-31,Soyka,2020.0,https://boxd.it/1TFtHD,1.0,2021-05-27 +458,2021-05-31,Iracema Plaza Hotel,2020.0,https://boxd.it/1TFw03,3.0,2021-05-27 +459,2021-06-02,Anna,2019.0,https://boxd.it/1TVJOd,3.0,2021-05-28 +460,2021-06-02,16,2020.0,https://boxd.it/1TVRb9,2.5,2021-05-28 +461,2021-06-02,Spring Forever,2021.0,https://boxd.it/1TVTcj,3.0,2021-05-28 +462,2021-06-02,Menina Veneno,2021.0,https://boxd.it/1TVZxd,1.0,2021-05-28 +463,2021-06-02,Cliché,2020.0,https://boxd.it/1TW417,2.0,2021-05-29 +464,2021-06-02,El barbero,2021.0,https://boxd.it/1TWdY3,1.0,2021-05-29 +465,2021-06-04,The Given Word,1962.0,https://boxd.it/1UbqLL,4.0,2021-06-03 +466,2021-06-11,Fried Green Tomatoes,1991.0,https://boxd.it/1V6SY3,2.0,2021-06-10 +467,2021-06-21,Halston,2021.0,https://boxd.it/1WjyYx,2.5,2021-06-19 +468,2021-06-23,O Último Virgem,2016.0,https://boxd.it/1WzWhT,0.5,2021-06-21 +469,2021-06-23,Teen's Confessions,2013.0,https://boxd.it/1WCiBZ,0.5,2021-06-21 +470,2021-06-24,Carnaval,2021.0,https://boxd.it/1WKLrb,0.5,2021-06-23 +471,2021-06-26,Just Like Our Parents,2017.0,https://boxd.it/1WXkV5,2.0,2021-06-25 +472,2021-06-30,Mr & Mme Adelman,2017.0,https://boxd.it/1XvDnf,1.0,2021-06-28 +473,2021-07-08,The Serpent,2021.0,https://boxd.it/1YEEaj,3.0,2021-07-05 +474,2021-07-14,The Mighty Spirit,1999.0,https://boxd.it/1ZAcY7,4.0,2021-07-12 +475,2021-07-14,Playing,2007.0,https://boxd.it/1ZAdrD,5.0,2021-07-13 +476,2021-07-17,Elize Matsunaga: Once Upon a Crime,2021.0,https://boxd.it/1ZVlun,3.0,2021-07-15 +477,2021-07-23,Stepmom,1998.0,https://boxd.it/20SYw1,2.5,2021-07-22 +478,2021-07-25,Erin Brockovich,2000.0,https://boxd.it/21dq7N,2.5,2021-07-23 +479,2021-07-27,Podecrer!,2007.0,https://boxd.it/21v1Lz,0.5,2021-07-24 +480,2021-07-27,Todas as Melodias,2020.0,https://boxd.it/21v2I7,1.0,2021-07-25 +481,2021-07-27,Jonah,2016.0,https://boxd.it/21yd9t,0.5,2021-07-26 +482,2021-07-29,Trumbo,2015.0,https://boxd.it/21OonN,2.5,2021-07-28 +483,2021-07-30,Partida,2019.0,https://boxd.it/21WOsP,3.0,2021-07-29 +484,2021-08-01,Copacabana,2001.0,https://boxd.it/22fuYT,0.5,2021-07-31 +485,2021-08-04,A Day with Jerusa,2020.0,https://boxd.it/22Ek5T,2.5,2021-08-02 +486,2021-08-05,Three Identical Strangers,2018.0,https://boxd.it/22LcRz,1.0,2021-08-03 +487,2021-08-07,How to Hack Your Boss,2021.0,https://boxd.it/237Tvv,0.5,2021-08-06 +488,2021-08-11,Intervalo Clandestino,2006.0,https://boxd.it/23J1vn,0.5,2021-08-09 +489,2021-08-13,Sergio,2020.0,https://boxd.it/23ZOvX,2.0,2021-08-10 +490,2021-08-28,Ney - À Flor da Pele,2020.0,https://boxd.it/268jRf,2.5,2021-08-24 +491,2021-08-28,A Treat of Coutinho,2019.0,https://boxd.it/268mfj,3.0,2021-08-27 +492,2021-08-28,Saucy Toinha,2020.0,https://boxd.it/269jNT,4.0,2021-08-27 +493,2021-09-27,Palavra (En)Cantada,2009.0,https://boxd.it/2afkQn,3.5,2021-09-25 +494,2021-09-30,My Salinger Year,2020.0,https://boxd.it/2aAGGL,2.0,2021-09-27 +495,2021-09-30,As Incríveis Artimanhas da Nuvem Cigana,2016.0,https://boxd.it/2aAGX3,3.5,2021-09-28 +496,2021-10-01,Confessions of an Invisible Girl,2021.0,https://boxd.it/2aLS4B,0.5,2021-09-29 +497,2021-10-12,Maid,2021.0,https://boxd.it/2crf59,4.0,2021-10-07 +498,2021-11-01,Surviving R. Kelly,2019.0,https://boxd.it/2fEonT,3.0,2021-10-31 +499,2022-01-23,Cruella,2021.0,https://boxd.it/2vzRu9,0.5,2022-01-08 +500,2022-10-22,The 7 Lives of Lea,2022.0,https://boxd.it/3lDEyj,4.0,2022-10-02 +501,2022-10-22,Do Revenge,2022.0,https://boxd.it/3lDIUD,2.0,2022-10-10 +502,2022-10-22,Emma.,2020.0,https://boxd.it/3lDB1L,2.5,2022-10-18 +503,2023-03-08,The Trial,2018.0,https://boxd.it/3X9YaN,1.0,2023-03-07 +504,2023-03-08,Your Place or Mine,2023.0,https://boxd.it/3Xa3Zr,0.5,2023-03-07 +505,2023-03-09,Little Women,2019.0,https://boxd.it/3XpXeL,3.5,2023-03-08 +506,2023-03-23,Marie Antoinette,2006.0,https://boxd.it/41hrpd,3.0,2023-03-21 +507,2023-03-23,Persuasion,2022.0,https://boxd.it/41hs83,0.5,2023-03-22 +508,2023-04-01,An Education,2009.0,https://boxd.it/43C1DD,3.0,2023-03-31 +509,2023-04-03,Sense and Sensibility,1995.0,https://boxd.it/447ASZ,2.5,2023-04-02 +510,2023-04-05,The Glass Castle,2017.0,https://boxd.it/44IC9h,2.0,2023-04-04 +511,2023-04-10,Brasil Impossível,2018.0,https://boxd.it/469DyZ,5.0,2023-04-09 +512,2023-04-10,I Travel Because I Have to I Come Back Because I Love You,2009.0,https://boxd.it/469GPz,5.0,2023-04-09 +513,2023-04-21,BEEF,2023.0,https://boxd.it/490psH,4.0,2023-04-14 +514,2023-04-21,Taxi Driver,1976.0,https://boxd.it/490pDv,3.0,2023-04-16 +515,2023-04-21,Transatlantic,2023.0,https://boxd.it/490qzf,2.5,2023-04-20 +516,2023-04-25,Monday,2020.0,https://boxd.it/4aa8yd,0.5,2023-04-23 +517,2023-05-15,Never Look Away,2018.0,https://boxd.it/4ft5BB,2.5,2023-05-11 +518,2023-05-15,The Deep End of the Ocean,1999.0,https://boxd.it/4ft7i7,2.0,2023-05-13 +519,2023-05-15,Drive,2011.0,https://boxd.it/4ft9ZR,3.0,2023-05-14 +520,2023-05-16,Blue Valentine,2010.0,https://boxd.it/4fDFxF,1.5,2023-05-15 +521,2023-05-31,Enola Holmes,2020.0,https://boxd.it/4jlWrJ,1.0,2023-05-21 +522,2023-05-31,Enola Holmes 2,2022.0,https://boxd.it/4jlXkT,1.0,2023-05-21 +523,2023-05-31,Parallel Mothers,2021.0,https://boxd.it/4jlZfr,3.0,2023-05-28 +524,2023-06-03,Inside Man,2022.0,https://boxd.it/4k4OAX,2.0,2023-06-02 +525,2023-06-10,Chile '76,2022.0,https://boxd.it/4m6cY5,2.5,2023-06-08 +526,2023-06-16,The Twelve,2019.0,https://boxd.it/4nJHEn,3.5,2023-06-15 +527,2023-06-19,Kika,1993.0,https://boxd.it/4oA5ZD,,2023-06-18 +528,2023-06-24,Dunas do Barato,2017.0,https://boxd.it/4pWD2t,3.5,2023-06-23 +529,2023-06-27,7 Women and a Murder,2021.0,https://boxd.it/4qKuZ7,0.5,2023-06-25 +530,2023-06-29,Love & Other Drugs,2010.0,https://boxd.it/4rqIIN,0.5,2023-06-28 +531,2023-07-02,Talk to Her,2002.0,https://boxd.it/4sfFpP,3.5,2023-06-30 +532,2023-07-04,Volver,2006.0,https://boxd.it/4sPot3,4.0,2023-07-02 +533,2023-07-04,Bad Education,2004.0,https://boxd.it/4sY1fF,4.5,2023-07-03 +534,2023-07-11,What Have I Done to Deserve This?,1984.0,https://boxd.it/4v3RIH,2.5,2023-07-09 +535,2023-07-12,The Squid and the Whale,2005.0,https://boxd.it/4vmYXx,2.0,2023-07-11 +536,2023-08-20,Oppenheimer,2023.0,https://boxd.it/4IUTHz,3.5,2023-07-31 +537,2023-08-22,Everything Everywhere All at Once,2022.0,https://boxd.it/4JyVrX,4.0,2023-08-20 +538,2023-10-17,Sing,2016.0,https://boxd.it/50E1iF,,2023-09-09 +539,2023-10-17,Sing 2,2021.0,https://boxd.it/50E1Z5,,2023-09-10 +540,2023-10-17,Little Fires Everywhere,2020.0,https://boxd.it/50E2YR,3.5,2023-09-17 +541,2023-10-17,The Lost Flowers of Alice Hart,2023.0,https://boxd.it/50E3iR,4.0,2023-09-28 diff --git a/material/aula_s12.ipynb b/material/aula_s12.ipynb index 6a3a013..5b91ad2 100644 --- a/material/aula_s12.ipynb +++ b/material/aula_s12.ipynb @@ -118,13 +118,20 @@ "metadata": {}, "outputs": [], "source": [ +<<<<<<< HEAD +======= "# carregando a biblioteca \n", +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "import pandas as pd" ] }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 3, +======= "execution_count": 2, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "_eorJ3GNS_mm", "outputId": "14f2b233-cc14-4f8a-a041-98b4cb90d2cc" @@ -379,13 +386,20 @@ "[891 rows x 12 columns]" ] }, +<<<<<<< HEAD + "execution_count": 3, +======= "execution_count": 2, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } ], "source": [ +<<<<<<< HEAD +======= "# carregando o dataset \n", +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "df = pd.read_csv(\"titanic.csv\")\n", "df" ] @@ -401,13 +415,24 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 4, +======= "execution_count": 3, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "ZuehjTU7S_mt", "outputId": "6ce66e1f-01d4-4889-f97f-50d5edae71e6" }, "outputs": [ { +<<<<<<< HEAD + "name": "stdout", + "output_type": "stream", + "text": [ + "['IdPassageiro', 'Sobreviveu', 'Classe', 'Nome', 'Sexo', 'Idade', 'NumeroIrmaos', 'NumeroPais', 'NumeroTicket', 'PrecoTicket', 'NumeroCabine', 'PortoEmbarcacao']\n" + ] +======= "data": { "text/plain": [ "['IdPassageiro',\n", @@ -427,6 +452,7 @@ "execution_count": 3, "metadata": {}, "output_type": "execute_result" +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 } ], "source": [ @@ -456,7 +482,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 5, +======= "execution_count": 4, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "h6tvl5HPS_mw", "outputId": "4639f186-8484-4780-f4dc-0a29f3cc759e" @@ -724,7 +754,11 @@ "[891 rows x 12 columns]" ] }, +<<<<<<< HEAD + "execution_count": 5, +======= "execution_count": 4, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -753,7 +787,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 6, +======= "execution_count": 5, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "gZKfzWYAS_mx", "outputId": "cdc7a73b-0f3b-42ce-cdf2-f8322b15e686" @@ -1021,7 +1059,11 @@ "[891 rows x 12 columns]" ] }, +<<<<<<< HEAD + "execution_count": 6, +======= "execution_count": 5, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -1033,6 +1075,8 @@ }, { "cell_type": "code", +<<<<<<< HEAD +======= "execution_count": 6, "metadata": {}, "outputs": [ @@ -1309,6 +1353,7 @@ }, { "cell_type": "code", +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "execution_count": 7, "metadata": { "id": "xzHvkQRrS_mx", @@ -1334,6 +1379,8 @@ }, { "cell_type": "code", +<<<<<<< HEAD +======= "execution_count": 8, "metadata": {}, "outputs": [ @@ -1610,6 +1657,7 @@ }, { "cell_type": "code", +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "execution_count": 9, "metadata": { "id": "ZFZ7LOT6S_my", @@ -1619,7 +1667,11 @@ { "data": { "text/plain": [ +<<<<<<< HEAD + "(0, 12)" +======= "(103, 12)" +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 ] }, "execution_count": 9, @@ -1636,6 +1688,8 @@ { "cell_type": "code", "execution_count": 10, +<<<<<<< HEAD +======= "metadata": {}, "outputs": [ { @@ -1716,6 +1770,7 @@ { "cell_type": "code", "execution_count": 11, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "BpueQ0G0S_my", "outputId": "ba8ca09f-6788-4332-9a11-786aa02700e4" @@ -1724,10 +1779,17 @@ { "data": { "text/plain": [ +<<<<<<< HEAD + "(6, 12)" + ] + }, + "execution_count": 10, +======= "(1, 12)" ] }, "execution_count": 11, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -1742,6 +1804,9 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 11, +======= "execution_count": 12, "metadata": {}, "outputs": [ @@ -1823,6 +1888,7 @@ { "cell_type": "code", "execution_count": 13, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "ODR1BQRyS_my", "outputId": "a2289b09-9eb0-460f-da3b-265bfaf400fb" @@ -1830,11 +1896,151 @@ "outputs": [ { "data": { +<<<<<<< HEAD + "text/html": [ + "
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IdPassageiroSobreviveuClasseNomeSexoIdadeNumeroIrmaosNumeroPaisNumeroTicketPrecoTicketNumeroCabinePortoEmbarcacao
5603Moran, Mr. JamesmaleNaN003308778.4583NaNQ
161703Rice, Master. Eugenemale2.04138265229.1250NaNQ
222313McGowan, Miss. Anna \"Annie\"female15.0003309238.0292NaNQ
282913O'Dwyer, Miss. Ellen \"Nellie\"femaleNaN003309597.8792NaNQ
323313Glynn, Miss. Mary AgathafemaleNaN003356777.7500NaNQ
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" + ], + "text/plain": [ + " IdPassageiro Sobreviveu Classe Nome Sexo \\\n", + "5 6 0 3 Moran, Mr. James male \n", + "16 17 0 3 Rice, Master. Eugene male \n", + "22 23 1 3 McGowan, Miss. Anna \"Annie\" female \n", + "28 29 1 3 O'Dwyer, Miss. Ellen \"Nellie\" female \n", + "32 33 1 3 Glynn, Miss. Mary Agatha female \n", + "\n", + " Idade NumeroIrmaos NumeroPais NumeroTicket PrecoTicket NumeroCabine \\\n", + "5 NaN 0 0 330877 8.4583 NaN \n", + "16 2.0 4 1 382652 29.1250 NaN \n", + "22 15.0 0 0 330923 8.0292 NaN \n", + "28 NaN 0 0 330959 7.8792 NaN \n", + "32 NaN 0 0 335677 7.7500 NaN \n", + "\n", + " PortoEmbarcacao \n", + "5 Q \n", + "16 Q \n", + "22 Q \n", + "28 Q \n", + "32 Q " + ] + }, + "execution_count": 11, +======= "text/plain": [ "(77, 12)" ] }, "execution_count": 13, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -1861,7 +2067,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 12, +======= "execution_count": 14, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "W-Ktv45VS_mz", "outputId": "00f9464e-df1b-4cd2-c0b3-30eac23016f1" @@ -1869,11 +2079,151 @@ "outputs": [ { "data": { +<<<<<<< HEAD + "text/html": [ + "
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IdPassageiroSobreviveuClasseNomeSexoIdadeNumeroIrmaosNumeroPaisNumeroTicketPrecoTicketNumeroCabinePortoEmbarcacao
0103Braund, Mr. Owen Harrismale22.010A/5 211717.2500NaNS
2313Heikkinen, Miss. Lainafemale26.000STON/O2. 31012827.9250NaNS
4503Allen, Mr. William Henrymale35.0003734508.0500NaNS
5603Moran, Mr. JamesmaleNaN003308778.4583NaNQ
7803Palsson, Master. Gosta Leonardmale2.03134990921.0750NaNS
\n", + "
" + ], + "text/plain": [ + " IdPassageiro Sobreviveu Classe Nome Sexo \\\n", + "0 1 0 3 Braund, Mr. Owen Harris male \n", + "2 3 1 3 Heikkinen, Miss. Laina female \n", + "4 5 0 3 Allen, Mr. William Henry male \n", + "5 6 0 3 Moran, Mr. James male \n", + "7 8 0 3 Palsson, Master. Gosta Leonard male \n", + "\n", + " Idade NumeroIrmaos NumeroPais NumeroTicket PrecoTicket \\\n", + "0 22.0 1 0 A/5 21171 7.2500 \n", + "2 26.0 0 0 STON/O2. 3101282 7.9250 \n", + "4 35.0 0 0 373450 8.0500 \n", + "5 NaN 0 0 330877 8.4583 \n", + "7 2.0 3 1 349909 21.0750 \n", + "\n", + " NumeroCabine PortoEmbarcacao \n", + "0 NaN S \n", + "2 NaN S \n", + "4 NaN S \n", + "5 NaN Q \n", + "7 NaN S " + ] + }, + "execution_count": 12, +======= "text/plain": [ "(491, 12)" ] }, "execution_count": 14, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -1886,7 +2236,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 13, +======= "execution_count": 15, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "uVSmQ1zeS_mz", "outputId": "555cf64e-c5a6-4b3d-d69a-89fb77dd1012" @@ -1894,11 +2248,158 @@ "outputs": [ { "data": { +<<<<<<< HEAD + "text/html": [ + "
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IdPassageiroSobreviveuClasseNomeSexoIdadeNumeroIrmaosNumeroPaisNumeroTicketPrecoTicketNumeroCabinePortoEmbarcacao
0103Braund, Mr. Owen Harrismale22.010A/5 211717.2500NaNS
1211Cumings, Mrs. John Bradley (Florence Briggs Th...female38.010PC 1759971.2833C85C
2313Heikkinen, Miss. Lainafemale26.000STON/O2. 31012827.9250NaNS
3411Futrelle, Mrs. Jacques Heath (Lily May Peel)female35.01011380353.1000C123S
4503Allen, Mr. William Henrymale35.0003734508.0500NaNS
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" + ], + "text/plain": [ + " IdPassageiro Sobreviveu Classe \\\n", + "0 1 0 3 \n", + "1 2 1 1 \n", + "2 3 1 3 \n", + "3 4 1 1 \n", + "4 5 0 3 \n", + "\n", + " Nome Sexo Idade \\\n", + "0 Braund, Mr. Owen Harris male 22.0 \n", + "1 Cumings, Mrs. John Bradley (Florence Briggs Th... female 38.0 \n", + "2 Heikkinen, Miss. Laina female 26.0 \n", + "3 Futrelle, Mrs. Jacques Heath (Lily May Peel) female 35.0 \n", + "4 Allen, Mr. William Henry male 35.0 \n", + "\n", + " NumeroIrmaos NumeroPais NumeroTicket PrecoTicket NumeroCabine \\\n", + "0 1 0 A/5 21171 7.2500 NaN \n", + "1 1 0 PC 17599 71.2833 C85 \n", + "2 0 0 STON/O2. 3101282 7.9250 NaN \n", + "3 1 0 113803 53.1000 C123 \n", + "4 0 0 373450 8.0500 NaN \n", + "\n", + " PortoEmbarcacao \n", + "0 S \n", + "1 C \n", + "2 S \n", + "3 S \n", + "4 S " + ] + }, + "execution_count": 13, +======= "text/plain": [ "(707, 12)" ] }, "execution_count": 15, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -1922,7 +2423,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 14, +======= "execution_count": 16, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "H3dlaegrS_m0", "outputId": "1c7ad974-196c-40db-8eb7-fa78f65ff480" @@ -2073,7 +2578,11 @@ "4 S " ] }, +<<<<<<< HEAD + "execution_count": 14, +======= "execution_count": 16, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -2100,7 +2609,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 15, +======= "execution_count": 17, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "cr5Lt68uS_m4", "outputId": "8786bf85-9a78-4ff2-a2e5-12a514640843" @@ -2209,7 +2722,11 @@ "[891 rows x 2 columns]" ] }, +<<<<<<< HEAD + "execution_count": 15, +======= "execution_count": 17, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -2235,7 +2752,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 16, +======= "execution_count": 18, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "NzQE8tnOS_m4", "outputId": "7e798f09-5b8e-4561-d1ab-bc2b460fd619" @@ -2344,7 +2865,11 @@ "[891 rows x 2 columns]" ] }, +<<<<<<< HEAD + "execution_count": 16, +======= "execution_count": 18, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -2355,7 +2880,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 17, +======= "execution_count": 19, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "PSjsxwSuS_m4", "outputId": "cb5f5ab9-92b9-4de7-f718-90515d59ab14" @@ -2398,6 +2927,19 @@ " \n", " \n", " \n", +<<<<<<< HEAD + " 0\n", + " 1\n", + " 0\n", + " 3\n", + " Braund, Mr. Owen Harris\n", + " male\n", + " 22.0\n", + " 1\n", + " 0\n", + " A/5 21171\n", + " 7.2500\n", +======= " 10\n", " 11\n", " 1\n", @@ -2439,10 +2981,26 @@ " 0\n", " A/5. 2151\n", " 8.0500\n", +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 " NaN\n", " S\n", " \n", " \n", +<<<<<<< HEAD + " 1\n", + " 2\n", + " 1\n", + " 1\n", + " Cumings, Mrs. John Bradley (Florence Briggs Th...\n", + " female\n", + " 38.0\n", + " 1\n", + " 0\n", + " PC 17599\n", + " 71.2833\n", + " C85\n", + " C\n", +======= " 13\n", " 14\n", " 0\n", @@ -2471,12 +3029,33 @@ " 7.8542\n", " NaN\n", " S\n", +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 " \n", " \n", "\n", "" ], "text/plain": [ +<<<<<<< HEAD + " IdPassageiro Sobreviveu Classe \\\n", + "0 1 0 3 \n", + "1 2 1 1 \n", + "\n", + " Nome Sexo Idade \\\n", + "0 Braund, Mr. Owen Harris male 22.0 \n", + "1 Cumings, Mrs. John Bradley (Florence Briggs Th... female 38.0 \n", + "\n", + " NumeroIrmaos NumeroPais NumeroTicket PrecoTicket NumeroCabine \\\n", + "0 1 0 A/5 21171 7.2500 NaN \n", + "1 1 0 PC 17599 71.2833 C85 \n", + "\n", + " PortoEmbarcacao \n", + "0 S \n", + "1 C " + ] + }, + "execution_count": 17, +======= " IdPassageiro Sobreviveu Classe Nome \\\n", "10 11 1 3 Sandstrom, Miss. Marguerite Rut \n", "11 12 1 1 Bonnell, Miss. Elizabeth \n", @@ -2500,6 +3079,7 @@ ] }, "execution_count": 19, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" } @@ -2583,13 +3163,29 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 8, +======= "execution_count": 21, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "noSCxvLQS_m6", "outputId": "fd434c19-19d3-4395-a595-83703e140d1b" }, "outputs": [ { +<<<<<<< HEAD + "name": "stdout", + "output_type": "stream", + "text": [ + "Contagem de passageiros\n", + "Classe\n", + "1 216\n", + "2 184\n", + "3 491\n", + "Name: IdPassageiro, dtype: int64\n" + ] +======= "data": { "text/plain": [ "" @@ -2598,6 +3194,7 @@ "execution_count": 21, "metadata": {}, "output_type": "execute_result" +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 } ], "source": [ @@ -2608,6 +3205,9 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 18, +======= "execution_count": 30, "metadata": {}, "outputs": [ @@ -2660,12 +3260,25 @@ { "cell_type": "code", "execution_count": 24, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "UxbPOZJfS_m7", "outputId": "f2031638-fbad-45b1-94a6-1415795d6800" }, "outputs": [ { +<<<<<<< HEAD + "name": "stdout", + "output_type": "stream", + "text": [ + "Média de Idade de passageiros por classe\n", + "Classe\n", + "1 38.233441\n", + "2 29.877630\n", + "3 25.140620\n", + "Name: Idade, dtype: float64\n" + ] +======= "data": { "text/plain": [ "Classe\n", @@ -2678,6 +3291,7 @@ "execution_count": 24, "metadata": {}, "output_type": "execute_result" +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 } ], "source": [ @@ -2688,6 +3302,9 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 19, +======= "execution_count": 41, "metadata": {}, "outputs": [ @@ -2907,6 +3524,7 @@ { "cell_type": "code", "execution_count": 45, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "jxk2rE1hS_m7", "outputId": "55e2c10a-49b5-4a8a-f979-162b4bc89e1b" @@ -3241,7 +3859,131 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting matplotlib\n", + " Obtaining dependency information for matplotlib from https://files.pythonhosted.org/packages/40/d9/c1784db9db0d484c8e5deeafbaac0d6ed66e165c6eb4a74fb43a5fa947d9/matplotlib-3.8.0-cp311-cp311-win_amd64.whl.metadata\n", + " Downloading matplotlib-3.8.0-cp311-cp311-win_amd64.whl.metadata (5.9 kB)\n", + "Collecting contourpy>=1.0.1 (from matplotlib)\n", + " Obtaining dependency information for contourpy>=1.0.1 from https://files.pythonhosted.org/packages/e5/76/94bc17eb868f8c7397f8fdfdeae7661c1b9a35f3a7219da308596e8c252a/contourpy-1.1.1-cp311-cp311-win_amd64.whl.metadata\n", + " Downloading contourpy-1.1.1-cp311-cp311-win_amd64.whl.metadata (5.9 kB)\n", + "Collecting cycler>=0.10 (from matplotlib)\n", + " Obtaining dependency information 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eta 0:00:01\n", + " ------------------------ --------------- 1.6/2.6 MB 5.1 MB/s eta 0:00:01\n", + " ---------------------------- ----------- 1.9/2.6 MB 5.2 MB/s eta 0:00:01\n", + " --------------------------------- ------ 2.2/2.6 MB 5.1 MB/s eta 0:00:01\n", + " ----------------------------------- ---- 2.3/2.6 MB 4.9 MB/s eta 0:00:01\n", + " -------------------------------------- - 2.5/2.6 MB 4.6 MB/s eta 0:00:01\n", + " ---------------------------------------- 2.6/2.6 MB 4.3 MB/s eta 0:00:00\n", + "Downloading pyparsing-3.1.1-py3-none-any.whl (103 kB)\n", + " ---------------------------------------- 0.0/103.1 kB ? eta -:--:--\n", + " ---------------------------------------- 103.1/103.1 kB 5.8 MB/s eta 0:00:00\n", + "Installing collected packages: pyparsing, pillow, kiwisolver, fonttools, cycler, contourpy, matplotlib\n", + "Successfully installed contourpy-1.1.1 cycler-0.12.1 fonttools-4.43.1 kiwisolver-1.4.5 matplotlib-3.8.0 pillow-10.1.0 pyparsing-3.1.1\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "[notice] A new release of pip is available: 23.2.1 -> 23.3.1\n", + "[notice] To update, run: python.exe -m pip install --upgrade pip\n" + ] + } + ], + "source": [ + "%pip install matplotlib" + ] + }, + { + "cell_type": "code", + "execution_count": 22, +======= "execution_count": 58, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -3252,6 +3994,26 @@ }, "outputs": [ { +<<<<<<< HEAD + "name": "stderr", + "output_type": "stream", + "text": [ + "Matplotlib is building the font cache; this may take a moment.\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + }, + { +======= +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "data": { "image/png": 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", "text/plain": [ @@ -3283,7 +4045,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 23, +======= "execution_count": 59, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "bmZg5LjvS_nJ", "outputId": "f3874a08-9ec1-4235-8db1-2250deeb54ea" @@ -3292,6 +4058,24 @@ { "data": { "text/plain": [ +<<<<<<< HEAD + "" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" +======= "Classe\n", "3 491\n", "1 216\n", @@ -3302,6 +4086,7 @@ "execution_count": 59, "metadata": {}, "output_type": "execute_result" +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 } ], "source": [ @@ -3320,6 +4105,9 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 24, +======= "execution_count": 62, "metadata": {}, "outputs": [ @@ -3392,6 +4180,7 @@ { "cell_type": "code", "execution_count": 68, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "zpZmI2e9S_nJ", "outputId": "3f16a4f4-3039-4426-ac46-d0f8178d87a6" @@ -3403,7 +4192,11 @@ "Text(0.5, 1.0, 'Número de Passageiros por Classe')" ] }, +<<<<<<< HEAD + "execution_count": 24, +======= "execution_count": 68, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" }, @@ -3430,7 +4223,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 25, +======= "execution_count": 69, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "j7lUqI3BS_nK", "outputId": "758058f2-185d-412d-835e-38d8ca773f3e" @@ -3461,7 +4258,11 @@ }, { "cell_type": "code", +<<<<<<< HEAD + "execution_count": 26, +======= "execution_count": 74, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": { "id": "RzV9cvoOS_nK", "outputId": "eea06c73-5805-427d-f2b1-b82d3481b8a8" @@ -3473,13 +4274,21 @@ "Text(0.5, 1.0, 'Distribuição de Idade')" ] }, +<<<<<<< HEAD + "execution_count": 26, +======= "execution_count": 74, +>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "metadata": {}, "output_type": "execute_result" }, { "data": { +<<<<<<< HEAD + "image/png": 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", +======= "image/png": 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+>>>>>>> d0272b0e971aa8c3e9bbbff7edc83af7e132fef5 "text/plain": [ "
" ] @@ -3627,6 +4436,21 @@ "df[df['PortoEmbarcacao']]" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " o value_counts() vai contar o total de REGISTROS de um filtro (no seu caso Genero)\n", + "precisa aplicar o mean()\n", + "\n", + "{monitora} Camila 14:58\n", + "#conta o total de registros por cada genero mapeado (female e male)\n", + "df['Genero'].value_counts()\n", + "\n", + "#calcula a media de preço pago por cada genero\n", + "df.groupby('Genero')['PrecoTicket'].mean()" + ] + }, { "cell_type": "markdown", "metadata": { diff --git a/material/titanic.csv b/material/titanic.csv deleted file mode 100644 index 5cc466e..0000000 --- a/material/titanic.csv +++ /dev/null @@ -1,892 +0,0 @@ -PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked -1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S -2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C -3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S -4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S -5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S -6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q -7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S -8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S -9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S -10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C -11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S -12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S -13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S -14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S -15,0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S -16,1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S -17,0,3,"Rice, Master. Eugene",male,2,4,1,382652,29.125,,Q -18,1,2,"Williams, Mr. Charles Eugene",male,,0,0,244373,13,,S -19,0,3,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,31,1,0,345763,18,,S -20,1,3,"Masselmani, Mrs. Fatima",female,,0,0,2649,7.225,,C -21,0,2,"Fynney, Mr. Joseph J",male,35,0,0,239865,26,,S -22,1,2,"Beesley, Mr. Lawrence",male,34,0,0,248698,13,D56,S -23,1,3,"McGowan, Miss. Anna ""Annie""",female,15,0,0,330923,8.0292,,Q -24,1,1,"Sloper, Mr. William Thompson",male,28,0,0,113788,35.5,A6,S -25,0,3,"Palsson, Miss. Torborg Danira",female,8,3,1,349909,21.075,,S -26,1,3,"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",female,38,1,5,347077,31.3875,,S -27,0,3,"Emir, Mr. Farred Chehab",male,,0,0,2631,7.225,,C -28,0,1,"Fortune, Mr. Charles Alexander",male,19,3,2,19950,263,C23 C25 C27,S -29,1,3,"O'Dwyer, Miss. Ellen ""Nellie""",female,,0,0,330959,7.8792,,Q -30,0,3,"Todoroff, Mr. Lalio",male,,0,0,349216,7.8958,,S -31,0,1,"Uruchurtu, Don. Manuel E",male,40,0,0,PC 17601,27.7208,,C -32,1,1,"Spencer, Mrs. William Augustus (Marie Eugenie)",female,,1,0,PC 17569,146.5208,B78,C -33,1,3,"Glynn, Miss. Mary Agatha",female,,0,0,335677,7.75,,Q -34,0,2,"Wheadon, Mr. Edward H",male,66,0,0,C.A. 24579,10.5,,S -35,0,1,"Meyer, Mr. Edgar Joseph",male,28,1,0,PC 17604,82.1708,,C -36,0,1,"Holverson, Mr. Alexander Oskar",male,42,1,0,113789,52,,S -37,1,3,"Mamee, Mr. Hanna",male,,0,0,2677,7.2292,,C -38,0,3,"Cann, Mr. Ernest Charles",male,21,0,0,A./5. 2152,8.05,,S -39,0,3,"Vander Planke, Miss. Augusta Maria",female,18,2,0,345764,18,,S -40,1,3,"Nicola-Yarred, Miss. Jamila",female,14,1,0,2651,11.2417,,C -41,0,3,"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",female,40,1,0,7546,9.475,,S -42,0,2,"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",female,27,1,0,11668,21,,S -43,0,3,"Kraeff, Mr. Theodor",male,,0,0,349253,7.8958,,C -44,1,2,"Laroche, Miss. Simonne Marie Anne Andree",female,3,1,2,SC/Paris 2123,41.5792,,C -45,1,3,"Devaney, Miss. Margaret Delia",female,19,0,0,330958,7.8792,,Q -46,0,3,"Rogers, Mr. William John",male,,0,0,S.C./A.4. 23567,8.05,,S -47,0,3,"Lennon, Mr. Denis",male,,1,0,370371,15.5,,Q -48,1,3,"O'Driscoll, Miss. Bridget",female,,0,0,14311,7.75,,Q -49,0,3,"Samaan, Mr. Youssef",male,,2,0,2662,21.6792,,C -50,0,3,"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",female,18,1,0,349237,17.8,,S -51,0,3,"Panula, Master. 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