Processed data from AutoTrain data processor ([2023-01-14 14:26 ]

README.md

@@ -24,29 +24,31 @@ A sample from this dataset looks as follows:
 ```json
 [
   {
-    "feat_user_id": "d61f73208ec7385cff30110708a6ac17",
-    "feat_book_id": 10048874,
-    "feat_review_id": "45a0b2b42f50912b3b145a4c41763024",
-    "target": 3,
-    "text": "Really, I don't have much to say. There were parts that were amusing and interesting, but everything else was painfully slow. This was also my first \"Steampunk\" novel, so I'm really not sure how to react, I suppose. \n The Book: \n *I did not like having so many different perspectives to read from. I can see where it helped the story, but it muddled it at times. \n *Zombies in war? Pretty cool, to be honest. \n *The cover? It was alright. Fit Nora 'effin perfectly. \n *The entire Punk vs Victorian concept was interesting, but could have been explained better. \n Characters: \n *Nora- WHY, WHY, WHY do authors insist that the leading lady must be moody, difficult to like, and \"doll-like\"? She really wasn't all that enjoyable. I did not like Nora. She was quite rude to, well, everyone, and I dislike rudeness! \n *Bram- Everyone is so hard on Bram. Aside from the fact that he immediately fell in love with the \"beautiful Nora\", I actually liked him a lot. Why? He was a nice guy. He wasn't crazy-perfect or anything. He was conflicted, but not moody, thoughtful, and really just a decent person. I would have liked him a lot more had he NOT been so focused on Miss Dearly. \n *Pamela - Oh my sweet goodness....a character that changed and developed as the book went on! Miss Pam Roe learns to be independent and to think for herself. You go, Pam! I adored her. \n *Issy - Pam's brother. I hated, hated him at first....but he grew on me. As someone who has a younger brother, I can see how realistic he and Pam's relationship was. I've watched my own brother mature, and seeing Issy grow up in such a short period of time reminded me of that. It was nice. It also made me want to give my own brother a big hug when I finished the book. \n *Ren - Ha! The poor boy. He's nerdy, skinny, bookish...and not someone people enjoy, yet I liked him. He had a quick-wit and was just a nice side-character. I just wish there was more said about him. \n *Victor - Nora's papa. Umm..yeah. Not interesting. I skimmed his chapters. He did stuff...bleh. \n *Sam - Comic relief....and he kind of grew on me. He was somehow annoying and enjoyable at the same time. \n *Chas, Tom, and Coalhouse - no comments. They weren't much developed aside from ONE scene between Tom and Coalhouse. \n *Wolfe - stereotypical blahness. Also skimmed his chapters. \n *Michael and Mink - also found them to be stereotypes. DEPTH TO A CHARACTER IS IMPORTANT. It was like...it started...then stopped. Meh.",
-    "feat_date_added": "Mon Apr 01 18:33:08 -0700 2013",
-    "feat_date_updated": "Sun Mar 30 14:59:17 -0700 2014",
-    "feat_read_at": "Sun Mar 30 14:59:17 -0700 2014",
-    "feat_started_at": "Sun Mar 23 00:00:00 -0700 2014",
-    "feat_n_votes": 1,
-    "feat_n_comments": 0
+    "feat_Unnamed: 0": 93700,
+    "feat_user_id": "95ab2488360637821c45aebad5283b30",
+    "feat_book_id": 22628,
+    "feat_review_id": "24c7737206e35a9cbfb637541de69859",
+    "target": 5,
+    "text": "5 STARS!! \n I think I'm in a book hangover... \n Please, someone else tell me they also cried while reading this? Teared up a little? Or am I just overly sensitive? o.O \n I want to say I'll write a full review for this one but I don't think I can. If I do it will take me awhile to get my thoughts and emotions together. \n What a beautiful way to start off 2015! This book has been sitting on my bookshelf for \n at least \n 3/4 years, I wish I read it sooner. Absolutely beautiful and emotional! I loved the writing style, I felt like every letter was addressed to me. Some people complain that Charlie cries too much, but I think people forget his mental/emotional state of mind!! And I loved Charlie, I just want to hug him<3. I can't believe people actually hate this book!! I know, I know, everyone is entitled to their own opinion.",
+    "feat_date_added": "Tue May 21 23:37:35 -0700 2013",
+    "feat_date_updated": "Sat May 28 21:42:51 -0700 2016",
+    "feat_read_at": "Tue Jan 06 00:00:00 -0800 2015",
+    "feat_started_at": "Thu Jan 01 00:00:00 -0800 2015",
+    "feat_n_votes": 23,
+    "feat_n_comments": 3
   },
   {
-    "feat_user_id": "4df9de6b0e662ecbecdb850d8fca4a73",
-    "feat_book_id": 9436632,
-    "feat_review_id": "188a9686ad899b5bf8ebf95d3e10d691",
+    "feat_Unnamed: 0": 5471,
+    "feat_user_id": "8a25b6e2c8508471cf31eac219ddf609",
+    "feat_book_id": 8306857,
+    "feat_review_id": "43eb3131665d34580ec8df2f13f142fd",
     "target": 4,
-    "text": "It makes me happy to know this wasn't the end. It makes me sad to think I have to wait for the third book.",
-    "feat_date_added": "Tue Aug 16 21:28:29 -0700 2011",
-    "feat_date_updated": "Thu Jun 14 21:43:47 -0700 2012",
-    "feat_read_at": "Tue Aug 23 00:00:00 -0700 2011",
-    "feat_started_at": "Tue Aug 16 00:00:00 -0700 2011",
-    "feat_n_votes": 0,
+    "text": "Loved it! Was looking for a similar distopian series as the hungergames. The Maze Runner-trilogy dissapointed me but Divergent was very interesting. I have not read insurgent of allegiant yet, but I Will start soon!",
+    "feat_date_added": "Fri Jun 08 14:07:19 -0700 2012",
+    "feat_date_updated": "Sat May 28 10:38:38 -0700 2016",
+    "feat_read_at": "Thu Jan 09 04:15:01 -0800 2014",
+    "feat_started_at": "Tue Jan 07 00:00:00 -0800 2014",
+    "feat_n_votes": 8,
     "feat_n_comments": 0
   }
 ]
@@ -58,6 +60,7 @@ The dataset has the following fields (also called "features"):
 
 ```json
 {
+  "feat_Unnamed: 0": "Value(dtype='int64', id=None)",
   "feat_user_id": "Value(dtype='string', id=None)",
   "feat_book_id": "Value(dtype='int64', id=None)",
   "feat_review_id": "Value(dtype='string', id=None)",
@@ -78,5 +81,5 @@ This dataset is split into a train and validation split. The split sizes are as
 
 | Split name   | Num samples         |
 | ------------ | ------------------- |
-| train        | 719997 |
-| valid        | 180003 |
+| train        | 79997 |
+| valid        | 20002 |

processed/train/dataset.arrow

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:546625c4aa704c8794c1089fa3f393ef85b0495b939fc9038b51d7cadd3d149d
-size 934143712
+oid sha256:1b1ef1ae7d81df98cc4616b97a89bf724c9019b0072c59ff8b25aba02d7b9d31
+size 101355328

processed/train/dataset_info.json

@@ -2,6 +2,10 @@
   "citation": "",
   "description": "AutoTrain generated dataset",
   "features": {
+    "feat_Unnamed: 0": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
     "feat_user_id": {
       "dtype": "string",
       "_type": "Value"
@@ -59,8 +63,8 @@
   "splits": {
     "train": {
       "name": "train",
-      "num_bytes": 933560964,
-      "num_examples": 719997,
+      "num_bytes": 101285334,
+      "num_examples": 79997,
       "dataset_name": null
     }
   }

processed/train/state.json

@@ -4,8 +4,9 @@
       "filename": "dataset.arrow"
     }
   ],
-  "_fingerprint": "6c86bcb5ff890758",
+  "_fingerprint": "5234f889f67207ff",
   "_format_columns": [
+    "feat_Unnamed: 0",
     "feat_book_id",
     "feat_date_added",
     "feat_date_updated",

processed/valid/dataset.arrow

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:822c224c8986d260722fb6661df03e4ae4e6ef51341728a1be8192f367ad435e
-size 233304520
+oid sha256:b4ae9063f0d4e8ebf6da597e219b404b2ec677d8c0428bcc8daa58c44b546d28
+size 25395864

processed/valid/dataset_info.json

@@ -2,6 +2,10 @@
   "citation": "",
   "description": "AutoTrain generated dataset",
   "features": {
+    "feat_Unnamed: 0": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
     "feat_user_id": {
       "dtype": "string",
       "_type": "Value"
@@ -59,8 +63,8 @@
   "splits": {
     "valid": {
       "name": "valid",
-      "num_bytes": 233157001,
-      "num_examples": 180003,
+      "num_bytes": 25376375,
+      "num_examples": 20002,
       "dataset_name": null
     }
   }

processed/valid/state.json

@@ -4,8 +4,9 @@
       "filename": "dataset.arrow"
     }
   ],
-  "_fingerprint": "44445662d9351465",
+  "_fingerprint": "7c50e4e7851dc501",
   "_format_columns": [
+    "feat_Unnamed: 0",
     "feat_book_id",
     "feat_date_added",
     "feat_date_updated",