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ranking-demo-output.txt
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ranking-demo-output.txt
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Loading movie data...
Successfully loaded 9,742 movies
Loading interaction data...
Successfully loaded 158,371 interactions
************ USER INFO ***************
No user_id provided so randomly selecting a user from the interactions dataset
user_id: 302
************ ITEM IDS INFO ***************
No item_ids provided so randomly selecting 20 movies from the movies dataset
item_ids: [3795, 5802, 7845, 25834, 45074, 1447, 6365, 3769, 1835, 46972, 7477, 2334, 5470, 179119, 3648, 71248, 4016, 93855, 6687, 31737]
+---------------------------------------------------------------------------+---------------------------------------------+
| TITLE | GENRES |
+---------------------------------------------------------------------------+---------------------------------------------+
| Five Senses, The (1999) | Drama |
| World of Henry Orient, The (1964) | Comedy |
| Tremors II: Aftershocks (1996) | Comedy|Horror|Sci-Fi |
| Captains Courageous (1937) | Adventure|Drama |
| Wild, The (2006) | Adventure|Animation|Children|Comedy|Fantasy |
| Gridlock'd (1997) | Crime |
| Matrix Reloaded, The (2003) | Action|Adventure|Sci-Fi|Thriller|IMAX |
| Thunderbolt and Lightfoot (1974) | Action |
| City of Angels (1998) | Drama|Fantasy|Romance |
| Night at the Museum (2006) | Action|Comedy|Fantasy|IMAX |
| Eye See You (D-Tox) (2002) | Horror|Thriller |
| Siege, The (1998) | Action|Thriller |
| The Importance of Being Earnest (1952) | Comedy|Romance |
| The Death of Stalin (2017) | Comedy |
| Abominable Snowman, The (Abominable Snowman of the Himalayas, The) (1957) | Horror|Sci-Fi |
| Extract (2009) | Comedy |
| Emperor's New Groove, The (2000) | Adventure|Animation|Children|Comedy|Fantasy |
| God Bless America (2011) | Comedy|Drama |
| My Boss's Daughter (2003) | Comedy|Romance |
| Bunny Lake Is Missing (1965) | Mystery|Thriller |
+---------------------------------------------------------------------------+---------------------------------------------+
************ RECENT USER INTERACTIONS ***************
+---------+------------+--------------------------------------------------------------------------------+----------------------------------+---------------------+
| ITEM_ID | EVENT_TYPE | TITLE | GENRES | DATE |
+---------+------------+--------------------------------------------------------------------------------+----------------------------------+---------------------+
| 1221 | watch | Godfather: Part II, The (1974) | Crime|Drama | 1997-01-28 17:43:16 |
| 1198 | watch | Raiders of the Lost Ark (Indiana Jones and the Raiders of the Lost Ark) (1981) | Action|Adventure | 1997-01-28 17:43:16 |
| 858 | watch | Godfather, The (1972) | Crime|Drama | 1997-01-28 17:42:29 |
| 383 | click | Wyatt Earp (1994) | Western | 1997-01-28 17:42:02 |
| 458 | click | Geronimo: An American Legend (1993) | Drama|Western | 1997-01-28 17:42:02 |
| 47 | click | Seven (a.k.a. Se7en) (1995) | Mystery|Thriller | 1997-01-28 17:41:04 |
| 260 | click | Star Wars: Episode IV - A New Hope (1977) | Action|Adventure|Sci-Fi | 1997-01-28 17:41:04 |
| 377 | click | Speed (1994) | Action|Romance|Thriller | 1997-01-28 17:40:32 |
| 589 | click | Terminator 2: Judgment Day (1991) | Action|Sci-Fi | 1997-01-28 17:40:32 |
| 293 | click | Léon: The Professional (a.k.a. The Professional) (Léon) (1994) | Action|Crime|Drama|Thriller | 1997-01-28 17:40:32 |
| 480 | watch | Jurassic Park (1993) | Action|Adventure|Sci-Fi|Thriller | 1997-01-28 17:40:32 |
| 110 | click | Braveheart (1995) | Action|Drama|War | 1997-01-28 17:39:47 |
| 457 | watch | Fugitive, The (1993) | Thriller | 1997-01-28 17:39:46 |
| 21 | watch | Get Shorty (1995) | Comedy|Crime|Thriller | 1997-01-28 17:39:44 |
| 296 | click | Pulp Fiction (1994) | Comedy|Crime|Drama|Thriller | 1997-01-28 17:39:43 |
| 707 | click | Mulholland Falls (1996) | Crime|Drama|Thriller | 1997-01-28 17:23:39 |
| 628 | click | Primal Fear (1996) | Crime|Drama|Mystery|Thriller | 1997-01-28 17:22:38 |
| 762 | click | Striptease (1996) | Comedy|Crime | 1997-01-28 17:22:37 |
| 14 | watch | Nixon (1995) | Drama | 1997-01-28 17:22:02 |
| 786 | watch | Eraser (1996) | Action|Drama|Thriller | 1997-01-28 17:22:02 |
+---------+------------+--------------------------------------------------------------------------------+----------------------------------+---------------------+
************ USER TOP GENRES ***************
+-----------+-------+
| GENRE | COUNT |
+-----------+-------+
| Thriller | 16 |
| Drama | 15 |
| Action | 12 |
| Crime | 10 |
| Comedy | 7 |
| Adventure | 7 |
| Romance | 6 |
| Sci-Fi | 5 |
| Mystery | 4 |
| Western | 2 |
| War | 1 |
+-----------+-------+
************ RERANKED ITEMS ***************
+---------+---------------------------------------------------------------------------+---------------------------------------------+-----------+
| ITEM_ID | TITLE | GENRES | SCORE |
+---------+---------------------------------------------------------------------------+---------------------------------------------+-----------+
| 31737 | Bunny Lake Is Missing (1965) | Mystery|Thriller | 0.2283751 |
| 7845 | Tremors II: Aftershocks (1996) | Comedy|Horror|Sci-Fi | 0.1877946 |
| 1447 | Gridlock'd (1997) | Crime | 0.1282427 |
| 3769 | Thunderbolt and Lightfoot (1974) | Action | 0.1101736 |
| 3648 | Abominable Snowman, The (Abominable Snowman of the Himalayas, The) (1957) | Horror|Sci-Fi | 0.0779894 |
| 2334 | Siege, The (1998) | Action|Thriller | 0.0623344 |
| 4016 | Emperor's New Groove, The (2000) | Adventure|Animation|Children|Comedy|Fantasy | 0.0552557 |
| 3795 | Five Senses, The (1999) | Drama | 0.0453717 |
| 6687 | My Boss's Daughter (2003) | Comedy|Romance | 0.0368708 |
| 1835 | City of Angels (1998) | Drama|Fantasy|Romance | 0.0261012 |
| 46972 | Night at the Museum (2006) | Action|Comedy|Fantasy|IMAX | 0.017293 |
| 5470 | The Importance of Being Earnest (1952) | Comedy|Romance | 0.0134799 |
| 6365 | Matrix Reloaded, The (2003) | Action|Adventure|Sci-Fi|Thriller|IMAX | 0.0099298 |
| 179119 | The Death of Stalin (2017) | Comedy | 0.0007883 |
| 5802 | World of Henry Orient, The (1964) | Comedy | nan |
| 25834 | Captains Courageous (1937) | Adventure|Drama | nan |
| 45074 | Wild, The (2006) | Adventure|Animation|Children|Comedy|Fantasy | nan |
| 7477 | Eye See You (D-Tox) (2002) | Horror|Thriller | nan |
| 71248 | Extract (2009) | Comedy | nan |
| 93855 | God Bless America (2011) | Comedy|Drama | nan |
+---------+---------------------------------------------------------------------------+---------------------------------------------+-----------+
************ UNRANKED vs RANKED ITEMS ***************
+---------------------------------------------------------------------------+---------------------------------------------------------------------------+
| Unranked Movies | Reranked Movies |
+---------------------------------------------------------------------------+---------------------------------------------------------------------------+
| Five Senses, The (1999) | Bunny Lake Is Missing (1965) |
| World of Henry Orient, The (1964) | Tremors II: Aftershocks (1996) |
| Tremors II: Aftershocks (1996) | Gridlock'd (1997) |
| Captains Courageous (1937) | Thunderbolt and Lightfoot (1974) |
| Wild, The (2006) | Abominable Snowman, The (Abominable Snowman of the Himalayas, The) (1957) |
| Gridlock'd (1997) | Siege, The (1998) |
| Matrix Reloaded, The (2003) | Emperor's New Groove, The (2000) |
| Thunderbolt and Lightfoot (1974) | Five Senses, The (1999) |
| City of Angels (1998) | My Boss's Daughter (2003) |
| Night at the Museum (2006) | City of Angels (1998) |
| Eye See You (D-Tox) (2002) | Night at the Museum (2006) |
| Siege, The (1998) | The Importance of Being Earnest (1952) |
| The Importance of Being Earnest (1952) | Matrix Reloaded, The (2003) |
| The Death of Stalin (2017) | The Death of Stalin (2017) |
| Abominable Snowman, The (Abominable Snowman of the Himalayas, The) (1957) | World of Henry Orient, The (1964) |
| Extract (2009) | Captains Courageous (1937) |
| Emperor's New Groove, The (2000) | Wild, The (2006) |
| God Bless America (2011) | Eye See You (D-Tox) (2002) |
| My Boss's Daughter (2003) | Extract (2009) |
| Bunny Lake Is Missing (1965) | God Bless America (2011) |
+---------------------------------------------------------------------------+---------------------------------------------------------------------------+