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Updated jupyter examples, added netflix tags, updated some let's plot api changes
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userId,movieId,tag,timestamp
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3,9595b771f87f42a3b8dd07d91e7cb328,classic,1439472355
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3,6aa0d26a483148998c250b9c80ddf550,sci-fi,1439472256
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4,f24327f2b05147b197ca34bf13ae3524,dark comedy,1573943598
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4,ae916bc4844a4bb7b42b70d9573d05cd,great dialogue,1573943604
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4,f24327f2b05147b197ca34bf13ae3524,so bad it's good,1573943455
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4,d4a325ab648a42c4a2d6f35dfabb387f,tense,1573943077
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4,ae916bc4844a4bb7b42b70d9573d05cd,artificial intelligence,1573942979
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4,ae916bc4844a4bb7b42b70d9573d05cd,philosophical,1573943033
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4,c1f0a868aeb44c5ea8d154ec3ca295ac,tense,1573943042
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4,22d20c2ba11d44cab83aceea39dc00bd,so bad it's good,1573942965
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4,8cf4d0c1bd7b41fab6af9d92c892141f,cliche,1573943721
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4,2bb29b3a245e434fa80542e711fd2cee,musical,1573943714
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4,60ebe74947234ddcab49dea1a958faed,horror,1573945163
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4,2bb29b3a245e434fa80542e711fd2cee,unpredictable,1573945171
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19,9b30aff7943f44579e92c261f3adc193,Oscar (Best Supporting Actress),1446909853
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19,43d02fb064514ff3bd30d1e3a7398357,adventure,1445286141
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19,f44ceb4771504342bb856d76c112d5a6,fantasy,1445286144
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19,c1f0a868aeb44c5ea8d154ec3ca295ac,post-apocalyptic,1445286136
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20,2a1ba1fc5caf492a80188e032995843e,bah,1155082282
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84,f24327f2b05147b197ca34bf13ae3524,documentary,1549387432
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87,c1f0a868aeb44c5ea8d154ec3ca295ac,sci-fi,1542308464
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87,ae916bc4844a4bb7b42b70d9573d05cd,android(s)/cyborg(s),1542309549
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87,c1f0a868aeb44c5ea8d154ec3ca295ac,apocalypse,1542309703
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87,ae916bc4844a4bb7b42b70d9573d05cd,artificial intelligence,1542309599
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87,ee28d7e69103485c83e10b8055ef15fb,franchise,1542309536
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87,ee28d7e69103485c83e10b8055ef15fb,sci-fi,1542308408
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87,ee28d7e69103485c83e10b8055ef15fb,science fiction,1542308395
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87,eace16e59ce24eff90bf8924eb6a926c,bad science,1522676752
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87,ae916bc4844a4bb7b42b70d9573d05cd,philosophical issues,1522676687
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87,6aa0d26a483148998c250b9c80ddf550,sci-fi,1522676660
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87,6aa0d26a483148998c250b9c80ddf550,science fiction,1522676703
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87,6aa0d26a483148998c250b9c80ddf550,space,1522676664
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87,c1f0a868aeb44c5ea8d154ec3ca295ac,space travel,1522676685
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87,c1f0a868aeb44c5ea8d154ec3ca295ac,visually appealing,1522676682
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91,aa9fc400e068443488b259ea0802a975,quirky,1415914797
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91,8cf4d0c1bd7b41fab6af9d92c892141f,romantic,1415131173
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91,ae916bc4844a4bb7b42b70d9573d05cd,thought-provoking,1415131203
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91,f44ceb4771504342bb856d76c112d5a6,based on book,1414248543

examples/jupyter-notebooks/github/github.ipynb

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examples/jupyter-notebooks/movies/movies.ipynb

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examples/jupyter-notebooks/netflix/netflix.ipynb

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examples/jupyter-notebooks/netflix/netflix_titles.csv

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@@ -19,11 +19,11 @@ s17,TV Show,Feb-09,,"Shahd El Yaseen, Shaila Sabt, Hala, Hanadi Al-Kandari, Salm
1919
s18,Movie,22-Jul,Paul Greengrass,"Anders Danielsen Lie, Jon Øigarden, Jonas Strand Gravli, Ola G. Furuseth, Maria Bock, Thorbjørn Harr, Jaden Smith","Norway, Iceland, United States","October 10, 2018",2018,R,144 min,"Dramas, Thrillers","After devastating terror attacks in Norway, a young survivor, grieving families and the country rally for justice and healing. Based on a true story."
2020
s19,Movie,15-Aug,Swapnaneel Jayakar,"Rahul Pethe, Mrunmayee Deshpande, Adinath Kothare, Vaibhav Mangale, Jaywant Wadkar, Satish Pulekar, Naina Apte, Uday Tikekar",India,"March 29, 2019",2019,TV-14,124 min,"Comedies, Dramas, Independent Movies","On India's Independence Day, a zany mishap in a Mumbai chawl disrupts a young love story while compelling the residents to unite in aid of a little boy."
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s20,Movie,'89,,"Lee Dixon, Ian Wright, Paul Merson",United Kingdom,"May 16, 2018",2017,TV-PG,87 min,Sports Movies,"Mixing old footage with interviews, this is the story of Arsenal's improbable win versus Liverpool in the final moments of the 1989 championship game."
22-
s21,Movie,​​Kuch Bheege Alfaaz,Onir,"Geetanjali Thapa, Zain Khan Durrani, Shray Rai Tiwari, Mona Ambegaonkar, Chandreyee Ghosh, Barun Chanda, Saheb Bhattacharjee, Shefali Chauhan",India,"September 1, 2018",2018,TV-14,110 min,"Dramas, Independent Movies, International Movies","After accidentally connecting over the Internet, two strangers form a tight friendship – not knowing they already share a bond."
23-
s22,Movie,Goli Soda 2,Vijay Milton,"Samuthirakani, Bharath Seeni, Vinoth, Esakki Barath, Chemban Vinod Jose, Gautham Menon, Krisha Kurup, Subiksha",India,"September 15, 2018",2018,TV-14,128 min,"Action & Adventure, Dramas, International Movies","A taxi driver, a gangster and an athlete struggle to better their lives despite obstacles like crooked politicians, evil dons and caste barriers."
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s23,Movie,Maj Rati ​​Keteki,Santwana Bardoloi,"Adil Hussain, Shakil Imtiaz, Mahendra Rabha, Sulakshana Baruah, Rahul Gautam Sarma, Kulada Bhattacharjya, Indu Mohan Das, Moumita Talukdar",India,"September 15, 2018",2017,TV-14,117 min,"Dramas, International Movies","A successful writer returns to the town that launched his career, encountering people who spark nostalgic, often painfully illuminating flashbacks."
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s24,Movie,Mayurakshi,Atanu Ghosh,"Soumitra Chatterjee, Prasenjit Chatterjee, Indrani Haldar, Sudipta Chakraborty, Suman Banerjee, Gargi Roychowdhury",India,"September 15, 2018",2017,TV-14,100 min,"Dramas, International Movies","When a middle-aged divorcee returns to Kolkata to visit his ailing father, long-buried memories resurface, bringing new discoveries with them."
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s25,TV Show,SAINT SEIYA: Knights of the Zodiac,,"Bryson Baugus, Emily Neves, Blake Shepard, Patrick Poole, Luci Christian, Adam Gibbs, Masakazu Morita, Fumiko Orikasa, Takahiro Sakurai, Hiroaki Miura, Satomi Sato, Katsuyuki Konishi",Japan,"January 23, 2020",2020,TV-14,2 Seasons,"Anime Series, International TV Shows","Seiya and the Knights of the Zodiac rise again to protect the reincarnation of the goddess Athena, but a dark prophecy hangs over them all."
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s21,Movie,Kuch Bheege Alfaaz,Onir,"Geetanjali Thapa, Zain Khan Durrani, Shray Rai Tiwari, Mona Ambegaonkar, Chandreyee Ghosh, Barun Chanda, Saheb Bhattacharjee, Shefali Chauhan",India,"September 1, 2018",2018,TV-14,110 min,"Dramas, Independent Movies, International Movies","After accidentally connecting over the Internet, two strangers form a tight friendship – not knowing they already share a bond."
23+
s22,Movie,Goli Soda 2,Vijay Milton,"Samuthirakani, Bharath Seeni, Vinoth, Esakki Barath, Chemban Vinod Jose, Gautham Menon, Krisha Kurup, Subiksha",India,"September 15, 2018",2018,TV-14,128 min,"Action & Adventure, Dramas, International Movies","A taxi driver, a gangster and an athlete struggle to better their lives despite obstacles like crooked politicians, evil dons and caste barriers."
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s23,Movie,Maj Rati Keteki,Santwana Bardoloi,"Adil Hussain, Shakil Imtiaz, Mahendra Rabha, Sulakshana Baruah, Rahul Gautam Sarma, Kulada Bhattacharjya, Indu Mohan Das, Moumita Talukdar",India,"September 15, 2018",2017,TV-14,117 min,"Dramas, International Movies","A successful writer returns to the town that launched his career, encountering people who spark nostalgic, often painfully illuminating flashbacks."
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s24,Movie,Mayurakshi,Atanu Ghosh,"Soumitra Chatterjee, Prasenjit Chatterjee, Indrani Haldar, Sudipta Chakraborty, Suman Banerjee, Gargi Roychowdhury",India,"September 15, 2018",2017,TV-14,100 min,"Dramas, International Movies","When a middle-aged divorcee returns to Kolkata to visit his ailing father, long-buried memories resurface, bringing new discoveries with them."
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s25,TV Show,SAINT SEIYA: Knights of the Zodiac,,"Bryson Baugus, Emily Neves, Blake Shepard, Patrick Poole, Luci Christian, Adam Gibbs, Masakazu Morita, Fumiko Orikasa, Takahiro Sakurai, Hiroaki Miura, Satomi Sato, Katsuyuki Konishi",Japan,"January 23, 2020",2020,TV-14,2 Seasons,"Anime Series, International TV Shows","Seiya and the Knights of the Zodiac rise again to protect the reincarnation of the goddess Athena, but a dark prophecy hangs over them all."
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s26,Movie,(T)ERROR,"Lyric R. Cabral, David Felix Sutcliffe",,United States,"June 30, 2016",2015,NR,84 min,Documentaries,This real-life look at FBI counterterrorism operations features access to both sides of a sting: the government informant and the radicalized target.
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s27,TV Show,(Un)Well,,,United States,"August 12, 2020",2020,TV-MA,1 Season,Reality TV,"This docuseries takes a deep dive into the lucrative wellness industry, which touts health and healing. But do the products live up to the promises?"
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s28,Movie,#Alive,Cho Il,"Yoo Ah-in, Park Shin-hye",South Korea,"September 8, 2020",2020,TV-MA,99 min,"Horror Movies, International Movies, Thrillers","As a grisly virus rampages a city, a lone man stays locked inside his apartment, digitally cut off from seeking help and desperate to find a way out."
@@ -1302,7 +1302,7 @@ s1300,TV Show,Cheer Squad,,,United States,"March 14, 2017",2016,TV-PG,1 Season,"
13021302
s1301,TV Show,Cheers,,"Ted Danson, Rhea Perlman, George Wendt, John Ratzenberger, Shelley Long, Kirstie Alley, Woody Harrelson, Kelsey Grammer, Nicholas Colasanto",United States," July 1, 2017",1992,TV-PG,11 Seasons,"Classic & Cult TV, TV Comedies","Sam Malone, an ex-baseball player turned bar owner, operates a saloon that's always filled with quirky customers and even more eccentric staff."
13031303
s1302,TV Show,Cheese in the Trap,Lee Yoon-jung,"Park Hae-Jin, Kim Go-eun, Seo Kang-jun, Lee Sung-kyoung, Nam Joo-hyuk, Park Min-ji, Hwang Seog-jeong, Son Byung-ho, Ahn Kil-kang",South Korea,"October 1, 2019",2016,TV-14,1 Season,"International TV Shows, Korean TV Shows, Romantic TV Shows","In this adaptation of a popular webtoon, a poor student trying to navigate college life gains the attention of a wealthy upperclassman with a dark side."
13041304
s1303,Movie,Chef,Jon Favreau,"Jon Favreau, Sofía Vergara, John Leguizamo, Scarlett Johansson, Dustin Hoffman, Oliver Platt, Bobby Cannavale, Amy Sedaris, Robert Downey Jr., Emjay Anthony, Russell Peters",United States,"December 1, 2020",2014,R,115 min,"Comedies, Independent Movies","After igniting a Twitter war with a well-known culinary critic, a Los Angeles chef packs his knives, heads home to Miami and opens a food truck."
1305-
s1304,TV Show,Chef & My Fridge,,"Seong-joo Kim, Jung-hwan Ahn",South Korea," August 4, 2017",2017,TV-PG,2 Seasons,"International TV Shows, Korean TV Shows, Reality TV",The best chefs of Korea go head-to-head to create impromptu dishes that feature ingredients found inside the guest stars' very own refrigerators.
1305+
s1304,TV Show,Chef & My Fridge,,"Seong-joo Kim, Jung-hwan Ahn",South Korea," August 4, 2017",2017,TV-PG,2 Seasons,"International TV Shows, Korean TV Shows, Reality TV",The best chefs of Korea go head-to-head to create impromptu dishes that feature ingredients found inside the guest stars' very own refrigerators.
13061306
s1305,TV Show,Chef's Table,,,United States,"February 22, 2019",2019,TV-MA,6 Seasons,"Docuseries, Reality TV","In this Emmy-nominated docuseries, find out what's inside the kitchens and minds of the international culinary stars who are redefining gourmet food."
13071307
s1306,TV Show,Chef's Table: BBQ,,,United States,"September 2, 2020",2020,TV-14,1 Season,"Docuseries, Reality TV","The Emmy-nominated series delves into the juicy, smoky world of barbecue, visiting acclaimed chefs and pitmasters in the US, Australia and Mexico."
13081308
s1307,TV Show,Chef's Table: France,,,,"September 2, 2016",2016,TV-14,1 Season,Docuseries,Sample the bold new flavors of France with chefs who are pushing the boundaries of fine dining and reinventing a rich culinary tradition.
@@ -7787,4 +7787,4 @@ s7783,Movie,Zozo,Josef Fares,"Imad Creidi, Antoinette Turk, Elias Gergi, Carmen
77877787
s7784,Movie,Zubaan,Mozez Singh,"Vicky Kaushal, Sarah-Jane Dias, Raaghav Chanana, Manish Chaudhary, Meghna Malik, Malkeet Rauni, Anita Shabdish, Chittaranjan Tripathy",India,"March 2, 2019",2015,TV-14,111 min,"Dramas, International Movies, Music & Musicals","A scrappy but poor boy worms his way into a tycoon's dysfunctional family, while facing his fear of music and the truth about his past."
77887788
s7785,Movie,Zulu Man in Japan,,Nasty C,,"September 25, 2020",2019,TV-MA,44 min,"Documentaries, International Movies, Music & Musicals","In this documentary, South African rapper Nasty C hits the stage and streets of Tokyo, introducing himself to the city's sights, sounds and culture."
77897789
s7786,TV Show,Zumbo's Just Desserts,,"Adriano Zumbo, Rachel Khoo",Australia,"October 31, 2020",2019,TV-PG,1 Season,"International TV Shows, Reality TV","Dessert wizard Adriano Zumbo looks for the next “Willy Wonka” in this tense competition that finds skilled amateurs competing for a $100,000 prize."
7790-
s7787,Movie,ZZ TOP: THAT LITTLE OL' BAND FROM TEXAS,Sam Dunn,,"United Kingdom, Canada, United States","March 1, 2020",2019,TV-MA,90 min,"Documentaries, Music & Musicals",This documentary delves into the mystique behind the blues-rock trio and explores how the enigmatic band created their iconic look and sound.
7790+
s7787,Movie,ZZ TOP: THAT LITTLE OL' BAND FROM TEXAS,Sam Dunn,,"United Kingdom, Canada, United States","March 1, 2020",2019,TV-MA,90 min,"Documentaries, Music & Musicals",This documentary delves into the mystique behind the blues-rock trio and explores how the enigmatic band created their iconic look and sound.

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