Kernel: Julia 1.7.3
In [1]:
In [2]:
In [3]:
Out[3]:
7787×12 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String? ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ s1 TV Show 3% missing ⋯
2 │ s2 Movie 7:19 Jorge Michel Grau
3 │ s3 Movie 23:59 Gilbert Chan
4 │ s4 Movie 9 Shane Acker
5 │ s5 Movie 21 Robert Luketic ⋯
6 │ s6 TV Show 46 Serdar Akar
7 │ s7 Movie 122 Yasir Al Yasiri
8 │ s8 Movie 187 Kevin Reynolds
9 │ s9 Movie 706 Shravan Kumar ⋯
10 │ s10 Movie 1920 Vikram Bhatt
11 │ s11 Movie 1922 Zak Hilditch
⋮ │ ⋮ ⋮ ⋮ ⋮ ⋱
7778 │ s7778 TV Show Zombie Dumb missing
7779 │ s7779 Movie Zombieland Ruben Fleischer ⋯
7780 │ s7780 TV Show Zona Rosa missing
7781 │ s7781 Movie Zoo Shlok Sharma
7782 │ s7782 Movie Zoom Peter Hewitt
7783 │ s7783 Movie Zozo Josef Fares ⋯
7784 │ s7784 Movie Zubaan Mozez Singh
7785 │ s7785 Movie Zulu Man in Japan missing
7786 │ s7786 TV Show Zumbo's Just Desserts missing
7787 │ s7787 Movie ZZ TOP: THAT LITTLE OL' BAND FRO… Sam Dunn ⋯
9 columns and 7766 rows omittedIn [4]:
Out[4]:
10×12 DataFrame
Row │ show_id type title director cast ⋯
│ String7 String7 String String? String? ⋯
─────┼──────────────────────────────────────────────────────────────────────────
1 │ s1 TV Show 3% missing João Miguel, Bianca Compar ⋯
2 │ s2 Movie 7:19 Jorge Michel Grau Demián Bichir, Héctor Boni
3 │ s3 Movie 23:59 Gilbert Chan Tedd Chan, Stella Chung, H
4 │ s4 Movie 9 Shane Acker Elijah Wood, John C. Reill
5 │ s5 Movie 21 Robert Luketic Jim Sturgess, Kevin Spacey ⋯
6 │ s6 TV Show 46 Serdar Akar Erdal Beşikçioğlu, Yasemin
7 │ s7 Movie 122 Yasir Al Yasiri Amina Khalil, Ahmed Dawood
8 │ s8 Movie 187 Kevin Reynolds Samuel L. Jackson, John He
9 │ s9 Movie 706 Shravan Kumar Divya Dutta, Atul Kulkarni ⋯
10 │ s10 Movie 1920 Vikram Bhatt Rajneesh Duggal, Adah Shar
8 columns omittedIn [5]:
Out[5]:
12-element Vector{String}:
"show_id"
"type"
"title"
"director"
"cast"
"country"
"date_added"
"release_year"
"rating"
"duration"
"listed_in"
"description"
In [6]:
Out[6]:
12×2 DataFrame
Row │ variable eltype
│ Symbol Type
─────┼────────────────────────────────────────
1 │ show_id String7
2 │ type String7
3 │ title String
4 │ director Union{Missing, String}
5 │ cast Union{Missing, String}
6 │ country Union{Missing, String}
7 │ date_added Union{Missing, String31}
8 │ release_year Int64
9 │ rating Union{Missing, String15}
10 │ duration String15
11 │ listed_in String
12 │ description StringIn [7]:
Out[7]:
12-element Vector{Type}:
String7
String7
String
Union{Missing, String}
Union{Missing, String}
Union{Missing, String}
Union{Missing, String31}
Int64
Union{Missing, String15}
String15
String
String
In [8]:
Out[8]:
(7787, 12)
In [15]:
Out[15]:
String7["s1", "s2", "s3", "s4", "s5", "s6", "s7", "s8", "s9", "s10", "s11", "s12", "s13", "s14", "s15", "s16", "s17", "s18", "s19", "s20", "s21", "s22", "s23", "s24", "s25", "s26", "s27", "s28", "s29", "s30", "s31", "s32", "s33", "s34", "s35", "s36", "s37", "s38", "s39", "s40", "s41", "s42", "s43", "s44", "s45", "s46", "s47", "s48", "s49", "s50", "s51", "s52", "s53", "s54", "s55", "s56", "s57", "s58", "s59", "s60", "s61", "s62", "s63", "s64", "s65", "s66", "s67", "s68", "s69", "s70", "s71", "s72", "s73", "s74", "s75", "s76", "s77", "s78", "s79", "s80", "s81", "s82", "s83", "s84", "s85", "s86", "s87", "s88", "s89", "s90", "s91", "s92", "s93", "s94", "s95", "s96", "s97", "s98", "s99", "s100", "s101", "s102", "s103", "s104", "s105", "s106", "s107", "s108", "s109", "s110", "s111", "s112", "s113", "s114", "s115", "s116", "s117", "s118", "s119", "s120", "s121", "s122", "s123", "s124", "s125", "s126", "s127", "s128", "s129", "s130", "s131", "s132", "s133", "s134", "s135", "s136", "s137", 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"s6894", "s6895", "s6896", "s6897", "s6898", "s6899", "s6900", "s6901", "s6902", "s6903", "s6904", "s6905", "s6906", "s6907", "s6908", "s6909", "s6910", "s6911", "s6912", "s6913", "s6914", "s6915", "s6916", "s6917", "s6918", "s6919", "s6920", "s6921", "s6922", "s6923", "s6924", "s6925", "s6926", "s6927", "s6928", "s6929", "s6930", "s6931", "s6932", "s6933", "s6934", "s6935", "s6936", "s6937", "s6938", "s6939", "s6940", "s6941", "s6942", "s6943", "s6944", "s6945", "s6946", "s6947", "s6948", "s6949", "s6950", "s6951", "s6952", "s6953", "s6954", "s6955", "s6956", "s6957", "s6958", "s6959", "s6960", "s6961", "s6962", "s6963", "s6964", "s6965", "s6966", "s6967", "s6968", "s6969", "s6970", "s6971", "s6972", "s6973", "s6974", "s6975", "s6976", "s6977", "s6978", "s6979", "s6980", "s6981", "s6982", "s6983", "s6984", "s6985", "s6986", "s6987", "s6988", "s6989", "s6990", "s6991", "s6992", "s6993", "s6994", "s6995", "s6996", "s6997", "s6998", "s6999", "s7000", "s7001", "s7002", "s7003", "s7004", "s7005", "s7006", "s7007", "s7008", "s7009", "s7010", "s7011", "s7012", "s7013", "s7014", "s7015", "s7016", "s7017", "s7018", "s7019", "s7020", "s7021", "s7022", "s7023", "s7024", "s7025", "s7026", "s7027", "s7028", "s7029", "s7030", "s7031", "s7032", "s7033", "s7034", "s7035", "s7036", "s7037", "s7038", "s7039", "s7040", "s7041", "s7042", "s7043", "s7044", "s7045", "s7046", "s7047", "s7048", "s7049", "s7050", "s7051", "s7052", "s7053", "s7054", "s7055", "s7056", "s7057", "s7058", "s7059", "s7060", "s7061", "s7062", "s7063", "s7064", "s7065", "s7066", "s7067", "s7068", "s7069", "s7070", "s7071", "s7072", "s7073", "s7074", "s7075", "s7076", "s7077", "s7078", "s7079", "s7080", "s7081", "s7082", "s7083", "s7084", "s7085", "s7086", "s7087", "s7088", "s7089", "s7090", "s7091", "s7092", "s7093", "s7094", "s7095", "s7096", "s7097", "s7098", "s7099", "s7100", "s7101", "s7102", "s7103", "s7104", "s7105", "s7106", "s7107", "s7108", "s7109", "s7110", "s7111", "s7112", "s7113", "s7114", "s7115", "s7116", "s7117", "s7118", "s7119", "s7120", "s7121", "s7122", "s7123", "s7124", "s7125", "s7126", "s7127", "s7128", "s7129", "s7130", "s7131", "s7132", "s7133", "s7134", "s7135", "s7136", "s7137", "s7138", "s7139", "s7140", "s7141", "s7142", "s7143", "s7144", "s7145", "s7146", "s7147", "s7148", "s7149", "s7150", "s7151", "s7152", "s7153", "s7154", "s7155", "s7156", "s7157", "s7158", "s7159", "s7160", "s7161", "s7162", "s7163", "s7164", "s7165", "s7166", "s7167", "s7168", "s7169", "s7170", "s7171", "s7172", "s7173", "s7174", "s7175", "s7176", "s7177", "s7178", "s7179", "s7180", "s7181", "s7182", "s7183", "s7184", "s7185", "s7186", "s7187", "s7188", "s7189", "s7190", "s7191", "s7192", "s7193", "s7194", "s7195", "s7196", "s7197", "s7198", "s7199", "s7200", "s7201", "s7202", "s7203", "s7204", "s7205", "s7206", "s7207", "s7208", "s7209", "s7210", "s7211", "s7212", "s7213", "s7214", "s7215", "s7216", "s7217", "s7218", "s7219", "s7220", "s7221", "s7222", "s7223", "s7224", "s7225", "s7226", "s7227", "s7228", "s7229", "s7230", "s7231", "s7232", "s7233", "s7234", "s7235", "s7236", "s7237", "s7238", "s7239", "s7240", "s7241", "s7242", "s7243", "s7244", "s7245", "s7246", "s7247", "s7248", "s7249", "s7250", "s7251", "s7252", "s7253", "s7254", "s7255", "s7256", "s7257", "s7258", "s7259", "s7260", "s7261", "s7262", "s7263", "s7264", "s7265", "s7266", "s7267", "s7268", "s7269", "s7270", "s7271", "s7272", "s7273", "s7274", "s7275", "s7276", "s7277", "s7278", "s7279", "s7280", "s7281", "s7282", "s7283", "s7284", "s7285", "s7286", "s7287", "s7288", "s7289", "s7290", "s7291", "s7292", "s7293", "s7294", "s7295", "s7296", "s7297", "s7298", "s7299", "s7300", "s7301", "s7302", "s7303", "s7304", "s7305", "s7306", "s7307", "s7308", "s7309", "s7310", "s7311", "s7312", "s7313", "s7314", "s7315", "s7316", "s7317", "s7318", "s7319", "s7320", "s7321", "s7322", "s7323", "s7324", "s7325", "s7326", "s7327", "s7328", "s7329", "s7330", "s7331", "s7332", "s7333", "s7334", "s7335", "s7336", "s7337", "s7338", "s7339", "s7340", "s7341", "s7342", "s7343", "s7344", "s7345", "s7346", "s7347", "s7348", "s7349", "s7350", "s7351", "s7352", "s7353", "s7354", "s7355", "s7356", "s7357", "s7358", "s7359", "s7360", "s7361", "s7362", "s7363", "s7364", "s7365", "s7366", "s7367", "s7368", "s7369", "s7370", "s7371", "s7372", "s7373", "s7374", "s7375", "s7376", "s7377", "s7378", "s7379", "s7380", "s7381", "s7382", "s7383", "s7384", "s7385", "s7386", "s7387", "s7388", "s7389", "s7390", "s7391", "s7392", "s7393", "s7394", "s7395", "s7396", "s7397", "s7398", "s7399", "s7400", "s7401", "s7402", "s7403", "s7404", "s7405", "s7406", "s7407", "s7408", "s7409", "s7410", "s7411", "s7412", "s7413", "s7414", "s7415", "s7416", "s7417", "s7418", "s7419", "s7420", "s7421", "s7422", "s7423", "s7424", "s7425", "s7426", "s7427", "s7428", "s7429", "s7430", "s7431", "s7432", "s7433", "s7434", "s7435", "s7436", "s7437", "s7438", "s7439", "s7440", "s7441", "s7442", "s7443", "s7444", "s7445", "s7446", "s7447", "s7448", "s7449", "s7450", "s7451", "s7452", "s7453", "s7454", "s7455", "s7456", "s7457", "s7458", "s7459", "s7460", "s7461", "s7462", "s7463", "s7464", "s7465", "s7466", "s7467", "s7468", "s7469", "s7470", "s7471", "s7472", "s7473", "s7474", "s7475", "s7476", "s7477", "s7478", "s7479", "s7480", "s7481", "s7482", "s7483", "s7484", "s7485", "s7486", "s7487", "s7488", "s7489", "s7490", "s7491", "s7492", "s7493", "s7494", "s7495", "s7496", "s7497", "s7498", "s7499", "s7500", "s7501", "s7502", "s7503", "s7504", "s7505", "s7506", "s7507", "s7508", "s7509", "s7510", "s7511", "s7512", "s7513", "s7514", "s7515", "s7516", "s7517", "s7518", "s7519", "s7520", "s7521", "s7522", "s7523", "s7524", "s7525", "s7526", "s7527", "s7528", "s7529", "s7530", "s7531", "s7532", "s7533", "s7534", "s7535", "s7536", "s7537", "s7538", "s7539", "s7540", "s7541", "s7542", "s7543", "s7544", "s7545", "s7546", "s7547", "s7548", "s7549", "s7550", "s7551", "s7552", "s7553", "s7554", "s7555", "s7556", "s7557", "s7558", "s7559", "s7560", "s7561", "s7562", "s7563", "s7564", "s7565", "s7566", "s7567", "s7568", "s7569", "s7570", "s7571", "s7572", "s7573", "s7574", "s7575", "s7576", "s7577", "s7578", "s7579", "s7580", "s7581", "s7582", "s7583", "s7584", "s7585", "s7586", "s7587", "s7588", "s7589", "s7590", "s7591", "s7592", "s7593", "s7594", "s7595", "s7596", "s7597", "s7598", "s7599", "s7600", "s7601", "s7602", "s7603", "s7604", "s7605", "s7606", "s7607", "s7608", "s7609", "s7610", "s7611", "s7612", "s7613", "s7614", "s7615", "s7616", "s7617", "s7618", "s7619", "s7620", "s7621", "s7622", "s7623", "s7624", "s7625", "s7626", "s7627", "s7628", "s7629", "s7630", "s7631", "s7632", "s7633", "s7634", "s7635", "s7636", "s7637", "s7638", "s7639", "s7640", "s7641", "s7642", "s7643", "s7644", "s7645", "s7646", "s7647", "s7648", "s7649", "s7650", "s7651", "s7652", "s7653", "s7654", "s7655", "s7656", "s7657", "s7658", "s7659", "s7660", "s7661", "s7662", "s7663", "s7664", "s7665", "s7666", "s7667", "s7668", "s7669", "s7670", "s7671", "s7672", "s7673", "s7674", "s7675", "s7676", "s7677", "s7678", "s7679", "s7680", "s7681", "s7682", "s7683", "s7684", "s7685", "s7686", "s7687", "s7688", "s7689", "s7690", "s7691", "s7692", "s7693", "s7694", "s7695", "s7696", "s7697", "s7698", "s7699", "s7700", "s7701", "s7702", "s7703", "s7704", "s7705", "s7706", "s7707", "s7708", "s7709", "s7710", "s7711", "s7712", "s7713", "s7714", "s7715", "s7716", "s7717", "s7718", "s7719", "s7720", "s7721", "s7722", "s7723", "s7724", "s7725", "s7726", "s7727", "s7728", "s7729", "s7730", "s7731", "s7732", "s7733", "s7734", "s7735", "s7736", "s7737", "s7738", "s7739", "s7740", "s7741", "s7742", "s7743", "s7744", "s7745", "s7746", "s7747", "s7748", "s7749", "s7750", "s7751", "s7752", "s7753", "s7754", "s7755", "s7756", "s7757", "s7758", "s7759", "s7760", "s7761", "s7762", "s7763", "s7764", "s7765", "s7766", "s7767", "s7768", "s7769", "s7770", "s7771", "s7772", "s7773", "s7774", "s7775", "s7776", "s7777", "s7778", "s7779", "s7780", "s7781", "s7782", "s7783", "s7784", "s7785", "s7786", "s7787"]
7787
Exploring a DataFrame:
In [21]:
Out[21]:
ArgumentError: syntax df[column] is not supported use df[!, column] instead
Stacktrace:
[1] getindex(#unused#::DataFrame, #unused#::String)
@ DataFrames C:\Users\rmend\.julia\packages\DataFrames\zqFGs\src\abstractdataframe\abstractdataframe.jl:2257
[2] top-level scope
@ In[21]:1
[3] eval
@ .\boot.jl:373 [inlined]
[4] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String)
@ Base .\loading.jl:1196
In [22]:
Out[22]:
ArgumentError: syntax df[column] is not supported use df[!, column] instead
Stacktrace:
[1] getindex(#unused#::DataFrame, #unused#::Symbol)
@ DataFrames C:\Users\rmend\.julia\packages\DataFrames\zqFGs\src\abstractdataframe\abstractdataframe.jl:2257
[2] top-level scope
@ In[22]:1
[3] eval
@ .\boot.jl:373 [inlined]
[4] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String)
@ Base .\loading.jl:1196
In [34]:
Out[34]:
7787-element SentinelArrays.SentinelVector{String, UndefInitializer, Missing, Vector{String}}:
missing
"Jorge Michel Grau"
"Gilbert Chan"
"Shane Acker"
"Robert Luketic"
"Serdar Akar"
"Yasir Al Yasiri"
"Kevin Reynolds"
"Shravan Kumar"
"Vikram Bhatt"
"Zak Hilditch"
missing
"Diego Enrique Osorno"
⋮
missing
"Satyajit Bhatkal"
missing
"Ruben Fleischer"
missing
"Shlok Sharma"
"Peter Hewitt"
"Josef Fares"
"Mozez Singh"
missing
missing
"Sam Dunn"
In [33]:
Out[33]:
7787-element Vector{Union{Missing, String}}:
missing
"Jorge Michel Grau"
"Gilbert Chan"
"Shane Acker"
"Robert Luketic"
"Serdar Akar"
"Yasir Al Yasiri"
"Kevin Reynolds"
"Shravan Kumar"
"Vikram Bhatt"
"Zak Hilditch"
missing
"Diego Enrique Osorno"
⋮
missing
"Satyajit Bhatkal"
missing
"Ruben Fleischer"
missing
"Shlok Sharma"
"Peter Hewitt"
"Josef Fares"
"Mozez Singh"
missing
missing
"Sam Dunn"
In [44]:
Out[44]:
5193-element Vector{String}:
"Jorge Michel Grau"
"Gilbert Chan"
"Shane Acker"
"Robert Luketic"
"Serdar Akar"
"Yasir Al Yasiri"
"Kevin Reynolds"
"Shravan Kumar"
"Vikram Bhatt"
"Zak Hilditch"
"Diego Enrique Osorno"
"Nottapon Boonprakob"
"John Suits"
⋮
"Majid Al Ansari"
"Floyd Russ"
"Oskar Santos"
"Rodrigo Guardiola, Gabriel Cruz Rivas"
"David Fincher"
"Satyajit Bhatkal"
"Ruben Fleischer"
"Shlok Sharma"
"Peter Hewitt"
"Josef Fares"
"Mozez Singh"
"Sam Dunn"
In [31]:
Out[31]:
SentinelVector{String, UndefInitializer, Missing, Vector{String}} (alias for SentinelArrays.SentinelArray{String, 1, UndefInitializer, Missing, Array{String, 1}})
In [32]:
Out[32]:
7787×1 DataFrame
Row │ director
│ String?
──────┼───────────────────────────────────
1 │ missing
2 │ Jorge Michel Grau
3 │ Gilbert Chan
4 │ Shane Acker
5 │ Robert Luketic
6 │ Serdar Akar
7 │ Yasir Al Yasiri
8 │ Kevin Reynolds
9 │ Shravan Kumar
10 │ Vikram Bhatt
11 │ Zak Hilditch
⋮ │ ⋮
7778 │ missing
7779 │ Ruben Fleischer
7780 │ missing
7781 │ Shlok Sharma
7782 │ Peter Hewitt
7783 │ Josef Fares
7784 │ Mozez Singh
7785 │ missing
7786 │ missing
7787 │ Sam Dunn
7766 rows omittedIn [40]:
Out[40]:
(4808, 12)
5193×12 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ s2 Movie 7:19 Jorge Michel Grau ⋯
2 │ s3 Movie 23:59 Gilbert Chan
3 │ s4 Movie 9 Shane Acker
4 │ s5 Movie 21 Robert Luketic
5 │ s6 TV Show 46 Serdar Akar ⋯
6 │ s7 Movie 122 Yasir Al Yasiri
7 │ s8 Movie 187 Kevin Reynolds
8 │ s9 Movie 706 Shravan Kumar
9 │ s10 Movie 1920 Vikram Bhatt ⋯
10 │ s11 Movie 1922 Zak Hilditch
11 │ s13 TV Show 1994 Diego Enrique Oso
⋮ │ ⋮ ⋮ ⋮ ⋮ ⋱
5184 │ s7773 Movie Zipi & Zape y la Isla del Capitan Oskar Santos
5185 │ s7774 Movie Zoé: Panoramas Rodrigo Guardiola ⋯
5186 │ s7775 Movie Zodiac David Fincher
5187 │ s7777 Movie Zokkomon Satyajit Bhatkal
5188 │ s7779 Movie Zombieland Ruben Fleischer
5189 │ s7781 Movie Zoo Shlok Sharma ⋯
5190 │ s7782 Movie Zoom Peter Hewitt
5191 │ s7783 Movie Zozo Josef Fares
5192 │ s7784 Movie Zubaan Mozez Singh
5193 │ s7787 Movie ZZ TOP: THAT LITTLE OL' BAND FRO… Sam Dunn ⋯
9 columns and 5172 rows omittedIn [41]:
Out[41]:
5193×12 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ s2 Movie 7:19 Jorge Michel Grau ⋯
2 │ s3 Movie 23:59 Gilbert Chan
3 │ s4 Movie 9 Shane Acker
4 │ s5 Movie 21 Robert Luketic
5 │ s6 TV Show 46 Serdar Akar ⋯
6 │ s7 Movie 122 Yasir Al Yasiri
7 │ s8 Movie 187 Kevin Reynolds
8 │ s9 Movie 706 Shravan Kumar
9 │ s10 Movie 1920 Vikram Bhatt ⋯
10 │ s11 Movie 1922 Zak Hilditch
11 │ s13 TV Show 1994 Diego Enrique Oso
⋮ │ ⋮ ⋮ ⋮ ⋮ ⋱
5184 │ s7773 Movie Zipi & Zape y la Isla del Capitan Oskar Santos
5185 │ s7774 Movie Zoé: Panoramas Rodrigo Guardiola ⋯
5186 │ s7775 Movie Zodiac David Fincher
5187 │ s7777 Movie Zokkomon Satyajit Bhatkal
5188 │ s7779 Movie Zombieland Ruben Fleischer
5189 │ s7781 Movie Zoo Shlok Sharma ⋯
5190 │ s7782 Movie Zoom Peter Hewitt
5191 │ s7783 Movie Zozo Josef Fares
5192 │ s7784 Movie Zubaan Mozez Singh
5193 │ s7787 Movie ZZ TOP: THAT LITTLE OL' BAND FRO… Sam Dunn ⋯
9 columns and 5172 rows omittedIn [42]:
Out[42]:
5193×12 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ s2 Movie 7:19 Jorge Michel Grau ⋯
2 │ s3 Movie 23:59 Gilbert Chan
3 │ s4 Movie 9 Shane Acker
4 │ s5 Movie 21 Robert Luketic
5 │ s6 TV Show 46 Serdar Akar ⋯
6 │ s7 Movie 122 Yasir Al Yasiri
7 │ s8 Movie 187 Kevin Reynolds
8 │ s9 Movie 706 Shravan Kumar
9 │ s10 Movie 1920 Vikram Bhatt ⋯
10 │ s11 Movie 1922 Zak Hilditch
11 │ s13 TV Show 1994 Diego Enrique Oso
⋮ │ ⋮ ⋮ ⋮ ⋮ ⋱
5184 │ s7773 Movie Zipi & Zape y la Isla del Capitan Oskar Santos
5185 │ s7774 Movie Zoé: Panoramas Rodrigo Guardiola ⋯
5186 │ s7775 Movie Zodiac David Fincher
5187 │ s7777 Movie Zokkomon Satyajit Bhatkal
5188 │ s7779 Movie Zombieland Ruben Fleischer
5189 │ s7781 Movie Zoo Shlok Sharma ⋯
5190 │ s7782 Movie Zoom Peter Hewitt
5191 │ s7783 Movie Zozo Josef Fares
5192 │ s7784 Movie Zubaan Mozez Singh
5193 │ s7787 Movie ZZ TOP: THAT LITTLE OL' BAND FRO… Sam Dunn ⋯
9 columns and 5172 rows omittedIn [47]:
Out[47]:
5193-element PooledArrays.PooledVector{Union{Missing, String15}, UInt32, Vector{UInt32}}:
"TV-MA"
"R"
"PG-13"
"PG-13"
"TV-MA"
"TV-MA"
"R"
"TV-14"
"TV-MA"
"TV-MA"
"TV-MA"
"TV-MA"
"R"
⋮
"TV-MA"
"TV-PG"
"TV-PG"
"TV-MA"
"R"
"PG"
"R"
"TV-MA"
"PG"
"TV-MA"
"TV-14"
"TV-MA"
In [60]:
Out[60]:
13-element Vector{String}:
"show_id"
"type"
"title"
"director"
"cast"
"country"
"date_added"
"release_year"
"rating"
"duration"
"listed_in"
"description"
"new_col"
Filter columns and rows
In [76]:
Out[76]:
3×2 DataFrame
Row │ show_id date_added
│ String7 String31?
─────┼────────────────────────────
1 │ s2 December 23, 2016
2 │ s129 September 8, 2015
3 │ s400 November 20, 2020Sorting and Subsetting
In [77]:
Out[77]:
5193×13 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ s4961 Movie Prelude to War Frank Capra ⋯
2 │ s6118 Movie The Battle of Midway John Ford
3 │ s7343 Movie Undercover: How to Operate Behin… John Ford
4 │ s7617 Movie Why We Fight: The Battle of Russ… Frank Capra, Anat
5 │ s7680 Movie WWII: Report from the Aleutians John Huston ⋯
6 │ s6658 Movie The Memphis Belle: A Story of a\… William Wyler
7 │ s6700 Movie The Negro Soldier Stuart Heisler
8 │ s7269 Movie Tunisian Victory Frank Capra, John
9 │ s3426 Movie Know Your Enemy - Japan Frank Capra, Jori ⋯
10 │ s4437 Movie Nazi Concentration Camps George Stevens
11 │ s5372 Movie San Pietro John Huston
⋮ │ ⋮ ⋮ ⋮ ⋮ ⋱
5184 │ s7711 Movie Yes, God, Yes Karen Maine
5185 │ s7723 Movie You Are My Home Amanda Raymond ⋯
5186 │ s7735 Movie You've Got This Salvador Espinosa
5187 │ s7742 Movie Your Name Engraved Herein Liu Kuang-hui
5188 │ s7745 Movie Yours Sincerely, Kanan Gill Neville Shah
5189 │ s1286 Movie Charming Ross Venokur ⋯
5190 │ s1515 Movie Crack: Cocaine, Corruption & Con… Stanley Nelson
5191 │ s6478 TV Show The Idhun Chronicles Maite Ruiz De Aus
5192 │ s7552 Movie What Happened to Mr. Cha? Kim Dong-kyu
5193 │ s7570 Movie What Would Sophia Loren Do? Ross Kauffman ⋯
10 columns and 5172 rows omittedIn [79]:
Out[79]:
5193×13 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ s4961 Movie Prelude to War Frank Capra ⋯
2 │ s6118 Movie The Battle of Midway John Ford
3 │ s7343 Movie Undercover: How to Operate Behin… John Ford
4 │ s7617 Movie Why We Fight: The Battle of Russ… Frank Capra, Anat
5 │ s7680 Movie WWII: Report from the Aleutians John Huston ⋯
6 │ s6658 Movie The Memphis Belle: A Story of a\… William Wyler
7 │ s6700 Movie The Negro Soldier Stuart Heisler
8 │ s7269 Movie Tunisian Victory Frank Capra, John
9 │ s3426 Movie Know Your Enemy - Japan Frank Capra, Jori ⋯
10 │ s4437 Movie Nazi Concentration Camps George Stevens
11 │ s5372 Movie San Pietro John Huston
⋮ │ ⋮ ⋮ ⋮ ⋮ ⋱
5184 │ s7711 Movie Yes, God, Yes Karen Maine
5185 │ s7723 Movie You Are My Home Amanda Raymond ⋯
5186 │ s7735 Movie You've Got This Salvador Espinosa
5187 │ s7742 Movie Your Name Engraved Herein Liu Kuang-hui
5188 │ s7745 Movie Yours Sincerely, Kanan Gill Neville Shah
5189 │ s1286 Movie Charming Ross Venokur ⋯
5190 │ s1515 Movie Crack: Cocaine, Corruption & Con… Stanley Nelson
5191 │ s6478 TV Show The Idhun Chronicles Maite Ruiz De Aus
5192 │ s7552 Movie What Happened to Mr. Cha? Kim Dong-kyu
5193 │ s7570 Movie What Would Sophia Loren Do? Ross Kauffman ⋯
10 columns and 5172 rows omittedIn [80]:
Out[80]:
5193-element Vector{Int64}:
1942
1942
1943
1943
1943
1944
1944
1944
1945
1945
1945
1946
1946
⋮
2020
2020
2020
2020
2020
2020
2020
2021
2021
2021
2021
2021
In [81]:
Out[81]:
5193-element Vector{Int64}:
2021
2021
2021
2021
2021
2020
2020
2020
2020
2020
2020
2020
2020
⋮
1946
1945
1945
1945
1944
1944
1944
1943
1943
1943
1942
1942
Subsetting columns
In [83]:
Out[83]:
10×2 DataFrame
Row │ director cast
│ String String?
─────┼─────────────────────────────────────────────────────────
1 │ Ross Venokur Wilmer Valderrama, Demi Lovato, …
2 │ Stanley Nelson missing
3 │ Maite Ruiz De Austri Michelle Jenner, Itzan Escamilla…
4 │ Kim Dong-kyu Cha In-pyo, Cho Dal-hwan, Song J…
5 │ Ross Kauffman Nancy "Vincenza Careri" Kulik, S…
6 │ Cho Il Yoo Ah-in, Park Shin-hye
7 │ Michael Margolis missing
8 │ Rako Prijanto Adipati Dolken, Mawar de Jongh, …
9 │ Kenneth Gyang Beverly Osu, Sharon Ooja, Omowun…
10 │ Jastis Arimba Anisa Rahma, Ariyo Wahab, Anandi…In [99]:
Out[99]:
5193×3 DataFrame
Row │ director country ⋯
│ String String ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ Ross Venokur Canada, United States, Cayman Is… ⋯
2 │ Stanley Nelson United States
3 │ Maite Ruiz De Austri Spain
4 │ Kim Dong-kyu South Korea
5 │ Ross Kauffman United States ⋯
6 │ Cho Il South Korea
7 │ Michael Margolis Canada
8 │ Rako Prijanto Indonesia
9 │ Kenneth Gyang Nigeria ⋯
10 │ Jastis Arimba Indonesia
11 │ Francesco Amato Italy
⋮ │ ⋮ ⋮ ⋱
5184 │ George Stevens United States
5185 │ John Huston United States ⋯
5186 │ William Wyler United States
5187 │ Stuart Heisler United States
5188 │ Frank Capra, John Huston, Hugh S… United States, United Kingdom
5189 │ John Ford United States ⋯
5190 │ Frank Capra, Anatole Litvak United States
5191 │ John Huston United States
5192 │ Frank Capra United States
5193 │ John Ford United States ⋯
1 column and 5172 rows omittedSubsetting rows
In [86]:
Out[86]:
10×13 DataFrame
Row │ show_id type title director cas ⋯
│ String7 String7 String String Str ⋯
─────┼──────────────────────────────────────────────────────────────────────────
1 │ s43 Movie Çok Filim Hareketler Bunlar Ozan Açıktan Ayç ⋯
2 │ s69 Movie 14 Blades Daniel Lee Don
3 │ s273 Movie Aashayein Nagesh Kukunoor Joh
4 │ s275 Movie Aata Pita Uttung Shelar San
5 │ s300 Movie Act of Vengeance Mahsun Kırmızıgül Hal ⋯
6 │ s301 Movie Action Replayy Vipul Amrutlal Shah Aks
7 │ s504 Movie Anchor Baby Lonzo Nzekwe Omo
8 │ s623 Movie Aurora Cristi Puiu Cri
9 │ s719 Movie Bang Rajan 2 Tanit Jitnukul Pur ⋯
10 │ s738 Movie Barbie in A Mermaid Tale Adam Wood Kel
9 columns omittedIn [93]:
Out[93]:
10×13 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String ⋯
─────┼──────────────────────────────────────────────────────────────────────────
1 │ s2991 Movie Indiana Jones and the Kingdom of… Steven Spielberg ⋯
2 │ s3048 Movie Ip Man Wilson Yip
3 │ s6121 Movie The Beast Stalker Dante Lam
4 │ s6082 Movie The Amityville Horror Andrew Douglas
5 │ s6119 Movie The Beach Loafer Ali Ragab ⋯
6 │ s3041 Movie InuYasha: The Movie 2: The Castl… Toshiya Shinohara
7 │ s3040 Movie InuYasha the Movie: Affections T… Toshiya Shinohara
8 │ s6081 Movie The American President Rob Reiner
9 │ s6114 Movie The Bare-Footed Kid Johnnie To ⋯
10 │ s2992 Movie Indiana Jones and the Last Crusa… Steven Spielberg
9 columns omittedIn [97]:
Out[97]:
10×13 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String ⋯
─────┼──────────────────────────────────────────────────────────────────────────
1 │ s1286 Movie Charming Ross Venokur ⋯
2 │ s1515 Movie Crack: Cocaine, Corruption & Con… Stanley Nelson
3 │ s6478 TV Show The Idhun Chronicles Maite Ruiz De Aust
4 │ s7552 Movie What Happened to Mr. Cha? Kim Dong-kyu
5 │ s7570 Movie What Would Sophia Loren Do? Ross Kauffman ⋯
6 │ s28 Movie #Alive Cho Il
7 │ s31 Movie #cats_the_mewvie Michael Margolis
8 │ s33 Movie #FriendButMarried 2 Rako Prijanto
9 │ s44 Movie Òlòtūré Kenneth Gyang ⋯
10 │ s58 Movie 100% Halal Jastis Arimba
10 columns omittedSubsetting based on text data
In [ ]:
In [100]:
Out[100]:
4701×13 DataFrame
Row │ show_id type title director ⋯
│ String7 String7 String String ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ s1286 Movie Charming Ross Venokur ⋯
2 │ s1515 Movie Crack: Cocaine, Corruption & Con… Stanley Nelson
3 │ s6478 TV Show The Idhun Chronicles Maite Ruiz De Aus
4 │ s7552 Movie What Happened to Mr. Cha? Kim Dong-kyu
5 │ s7570 Movie What Would Sophia Loren Do? Ross Kauffman ⋯
6 │ s28 Movie #Alive Cho Il
7 │ s31 Movie #cats_the_mewvie Michael Margolis
8 │ s33 Movie #FriendButMarried 2 Rako Prijanto
9 │ s44 Movie Òlòtūré Kenneth Gyang ⋯
10 │ s58 Movie 100% Halal Jastis Arimba
11 │ s74 Movie 18 Presents Francesco Amato
⋮ │ ⋮ ⋮ ⋮ ⋮ ⋱
4692 │ s4437 Movie Nazi Concentration Camps George Stevens
4693 │ s5372 Movie San Pietro John Huston ⋯
4694 │ s6658 Movie The Memphis Belle: A Story of a\… William Wyler
4695 │ s6700 Movie The Negro Soldier Stuart Heisler
4696 │ s7269 Movie Tunisian Victory Frank Capra, John
4697 │ s7343 Movie Undercover: How to Operate Behin… John Ford ⋯
4698 │ s7617 Movie Why We Fight: The Battle of Russ… Frank Capra, Anat
4699 │ s7680 Movie WWII: Report from the Aleutians John Huston
4700 │ s4961 Movie Prelude to War Frank Capra
4701 │ s6118 Movie The Battle of Midway John Ford ⋯
10 columns and 4680 rows omittedIn [104]:
Out[104]:
4701×13 DataFrame
Row │ show_id type titulo director ⋯
│ String7 String7 String String ⋯
──────┼─────────────────────────────────────────────────────────────────────────
1 │ s1286 Movie Charming Ross Venokur ⋯
2 │ s1515 Movie Crack: Cocaine, Corruption & Con… Stanley Nelson
3 │ s6478 TV Show The Idhun Chronicles Maite Ruiz De Aus
4 │ s7552 Movie What Happened to Mr. Cha? Kim Dong-kyu
5 │ s7570 Movie What Would Sophia Loren Do? Ross Kauffman ⋯
6 │ s28 Movie #Alive Cho Il
7 │ s31 Movie #cats_the_mewvie Michael Margolis
8 │ s33 Movie #FriendButMarried 2 Rako Prijanto
9 │ s44 Movie Òlòtūré Kenneth Gyang ⋯
10 │ s58 Movie 100% Halal Jastis Arimba
11 │ s74 Movie 18 Presents Francesco Amato
⋮ │ ⋮ ⋮ ⋮ ⋮ ⋱
4692 │ s4437 Movie Nazi Concentration Camps George Stevens
4693 │ s5372 Movie San Pietro John Huston ⋯
4694 │ s6658 Movie The Memphis Belle: A Story of a\… William Wyler
4695 │ s6700 Movie The Negro Soldier Stuart Heisler
4696 │ s7269 Movie Tunisian Victory Frank Capra, John
4697 │ s7343 Movie Undercover: How to Operate Behin… John Ford ⋯
4698 │ s7617 Movie Why We Fight: The Battle of Russ… Frank Capra, Anat
4699 │ s7680 Movie WWII: Report from the Aleutians John Huston
4700 │ s4961 Movie Prelude to War Frank Capra
4701 │ s6118 Movie The Battle of Midway John Ford ⋯
10 columns and 4680 rows omittedIn [107]:
Out[107]:
"../data/export_julia.xls"