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user-personalization-demo-output.txt
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98 lines (93 loc) · 7.5 KB
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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: 595
************ RECENT USER INTERACTIONS ***************
+---------+------------+------------------------------------------------------------+-------------------------------------------+---------------------+
| ITEM_ID | EVENT_TYPE | TITLE | GENRES | DATE |
+---------+------------+------------------------------------------------------------+-------------------------------------------+---------------------+
| 2336 | watch | Elizabeth (1998) | Drama | 1999-10-02 13:04:40 |
| 501 | watch | Naked (1993) | Drama | 1999-10-02 13:03:51 |
| 1912 | watch | Out of Sight (1998) | Comedy|Crime|Drama|Romance|Thriller | 1999-10-02 13:02:28 |
| 1966 | watch | Metropolitan (1990) | Comedy | 1999-10-02 13:01:12 |
| 1186 | click | Sex, Lies, and Videotape (1989) | Drama | 1999-10-02 13:00:25 |
| 1711 | click | Midnight in the Garden of Good and Evil (1997) | Crime|Drama|Mystery | 1999-10-02 12:59:49 |
| 2396 | click | Shakespeare in Love (1998) | Comedy|Drama|Romance | 1999-10-02 12:58:55 |
| 2770 | click | Bowfinger (1999) | Comedy | 1999-10-02 12:56:38 |
| 2078 | watch | Jungle Book, The (1967) | Animation|Children|Comedy|Musical | 1999-10-01 19:54:14 |
| 1094 | watch | Crying Game, The (1992) | Drama|Romance|Thriller | 1999-10-01 19:53:17 |
| 2353 | click | Enemy of the State (1998) | Action|Thriller | 1999-10-01 19:51:24 |
| 780 | watch | Independence Day (a.k.a. ID4) (1996) | Action|Adventure|Sci-Fi|Thriller | 1999-10-01 19:50:41 |
| 265 | watch | Like Water for Chocolate (Como agua para chocolate) (1992) | Drama|Fantasy|Romance | 1999-10-01 19:49:54 |
| 509 | click | Piano, The (1993) | Drama|Romance | 1999-10-01 19:49:10 |
| 50 | watch | Usual Suspects, The (1995) | Crime|Mystery|Thriller | 1999-10-01 19:48:06 |
| 1278 | click | Young Frankenstein (1974) | Comedy|Fantasy | 1999-10-01 19:46:38 |
| 1569 | click | My Best Friend's Wedding (1997) | Comedy|Romance | 1999-10-01 19:44:36 |
| 2761 | watch | Iron Giant, The (1999) | Adventure|Animation|Children|Drama|Sci-Fi | 1999-10-01 19:43:51 |
| 1199 | watch | Brazil (1985) | Fantasy|Sci-Fi | 1999-10-01 19:43:00 |
| 2628 | watch | Star Wars: Episode I - The Phantom Menace (1999) | Action|Adventure|Sci-Fi | 1999-10-01 19:42:09 |
+---------+------------+------------------------------------------------------------+-------------------------------------------+---------------------+
************ USER TOP GENRES ***************
+-----------+-------+
| GENRE | COUNT |
+-----------+-------+
| Drama | 10 |
| Comedy | 7 |
| Romance | 6 |
| Thriller | 5 |
| Sci-Fi | 4 |
| Fantasy | 3 |
| Crime | 3 |
| Adventure | 3 |
| Action | 3 |
| Mystery | 2 |
| Children | 2 |
| Animation | 2 |
| Musical | 1 |
+-----------+-------+
************ USER RECOMMENDATIONS ***************
+---------+------------------------------------------------+--------------------------------+-----------+
| ITEM_ID | TITLE | GENRES | SCORE |
+---------+------------------------------------------------+--------------------------------+-----------+
| 1302 | Field of Dreams (1989) | Children|Drama|Fantasy | 0.0112908 |
| 1641 | Full Monty, The (1997) | Comedy|Drama | 0.0087742 |
| 2336 | Elizabeth (1998) | Drama | 0.0082736 |
| 3408 | Erin Brockovich (2000) | Drama | 0.0069018 |
| 671 | Mystery Science Theater 3000: The Movie (1996) | Comedy|Sci-Fi | 0.0057007 |
| 1120 | People vs. Larry Flynt, The (1996) | Comedy|Drama | 0.0055633 |
| 852 | Tin Cup (1996) | Comedy|Drama|Romance | 0.0054851 |
| 1784 | As Good as It Gets (1997) | Comedy|Drama|Romance | 0.0052152 |
| 2268 | Few Good Men, A (1992) | Crime|Drama|Thriller | 0.0050713 |
| 719 | Multiplicity (1996) | Comedy | 0.0046091 |
| 1042 | That Thing You Do! (1996) | Comedy|Drama | 0.0045338 |
| 1597 | Conspiracy Theory (1997) | Drama|Mystery|Romance|Thriller | 0.0043447 |
| 788 | Nutty Professor, The (1996) | Comedy|Fantasy|Romance|Sci-Fi | 0.0041623 |
| 1673 | Boogie Nights (1997) | Drama | 0.0040814 |
| 785 | Kingpin (1996) | Comedy | 0.0040531 |
| 1777 | Wedding Singer, The (1998) | Comedy|Romance | 0.0039702 |
| 1721 | Titanic (1997) | Drama|Romance | 0.0039501 |
| 3174 | Man on the Moon (1999) | Comedy|Drama | 0.0038945 |
| 2006 | Mask of Zorro, The (1998) | Action|Comedy|Romance | 0.003749 |
| 838 | Emma (1996) | Comedy|Drama|Romance | 0.0037293 |
+---------+------------------------------------------------+--------------------------------+-----------+
************ TOP USER vs RECOMMENDATIONS GENRES ***************
+-----------------+-----------------+
| User Top Genres | Recs Top Genres |
+-----------------+-----------------+
| Drama | Drama |
| Comedy | Comedy |
| Romance | Romance |
| Thriller | Crime |
| Sci-Fi | Thriller |
| Fantasy | Sci-Fi |
| Crime | Fantasy |
| Adventure | Action |
| Action | War |
| Mystery | Mystery |
| Children | Children |
| Animation | nan |
| Musical | nan |
+-----------------+-----------------+