autotrain-data-processor
commited on
Commit
•
ecc6017
1
Parent(s):
7405b6a
Processed data from AutoTrain data processor ([2023-06-22 00:51 ]
Browse files- README.md +158 -0
- processed/dataset_dict.json +1 -0
- processed/train/data-00000-of-00001.arrow +3 -0
- processed/train/dataset_info.json +167 -0
- processed/train/state.json +51 -0
- processed/valid/data-00000-of-00001.arrow +3 -0
- processed/valid/dataset_info.json +167 -0
- processed/valid/state.json +51 -0
README.md
ADDED
@@ -0,0 +1,158 @@
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---
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task_categories:
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- text-classification
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---
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# AutoTrain Dataset for project: twitter-goemotions-binary-fear-classification
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## Dataset Description
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This dataset has been automatically processed by AutoTrain for project twitter-goemotions-binary-fear-classification.
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### Languages
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The BCP-47 code for the dataset's language is unk.
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## Dataset Structure
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### Data Instances
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A sample from this dataset looks as follows:
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```json
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[
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{
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"text": "Downvoting comments you don't like is your right.",
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"feat_id": "ed62dkv",
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"feat_author": "128bitworm",
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"feat_subreddit": "im14andthisisdeep",
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"feat_link_id": "t3_ac6bna",
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"feat_parent_id": "t1_ed5trip",
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+
"feat_created_utc": 1546542336.0,
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32 |
+
"feat_rater_id": 35,
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33 |
+
"feat_example_very_unclear": false,
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34 |
+
"feat_admiration": 0,
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35 |
+
"feat_amusement": 0,
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36 |
+
"feat_anger": 0,
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37 |
+
"feat_annoyance": 0,
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+
"feat_approval": 0,
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+
"feat_caring": 0,
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+
"feat_confusion": 0,
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+
"feat_curiosity": 0,
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+
"feat_desire": 0,
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+
"feat_disappointment": 0,
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44 |
+
"feat_disapproval": 1,
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45 |
+
"feat_disgust": 0,
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46 |
+
"feat_embarrassment": 0,
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47 |
+
"feat_excitement": 0,
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48 |
+
"target": 0,
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49 |
+
"feat_gratitude": 0,
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50 |
+
"feat_grief": 0,
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+
"feat_joy": 0,
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+
"feat_love": 0,
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53 |
+
"feat_nervousness": 0,
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54 |
+
"feat_optimism": 0,
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+
"feat_pride": 0,
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+
"feat_realization": 0,
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+
"feat_relief": 0,
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+
"feat_remorse": 0,
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+
"feat_sadness": 0,
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+
"feat_surprise": 0,
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"feat_neutral": 0
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},
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{
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"text": "I fucking love this",
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"feat_id": "edxv95q",
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"feat_author": "fueryerhealth",
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"feat_subreddit": "FellowKids",
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"feat_link_id": "t3_af72i1",
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"feat_parent_id": "t3_af72i1",
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"feat_created_utc": 1547342464.0,
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"feat_rater_id": 19,
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+
"feat_example_very_unclear": false,
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+
"feat_admiration": 1,
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+
"feat_amusement": 0,
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+
"feat_anger": 0,
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"feat_annoyance": 0,
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"feat_approval": 0,
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"feat_caring": 0,
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"feat_confusion": 0,
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"feat_curiosity": 0,
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"feat_desire": 0,
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+
"feat_disappointment": 0,
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83 |
+
"feat_disapproval": 0,
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+
"feat_disgust": 0,
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85 |
+
"feat_embarrassment": 0,
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86 |
+
"feat_excitement": 0,
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"target": 0,
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+
"feat_gratitude": 0,
|
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+
"feat_grief": 0,
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90 |
+
"feat_joy": 0,
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91 |
+
"feat_love": 1,
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92 |
+
"feat_nervousness": 0,
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"feat_optimism": 0,
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+
"feat_pride": 0,
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"feat_realization": 0,
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"feat_relief": 0,
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"feat_remorse": 0,
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"feat_sadness": 0,
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"feat_surprise": 0,
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"feat_neutral": 0
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}
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]
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```
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### Dataset Fields
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The dataset has the following fields (also called "features"):
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```json
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{
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"text": "Value(dtype='string', id=None)",
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"feat_id": "Value(dtype='string', id=None)",
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"feat_author": "Value(dtype='string', id=None)",
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"feat_subreddit": "Value(dtype='string', id=None)",
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"feat_link_id": "Value(dtype='string', id=None)",
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"feat_parent_id": "Value(dtype='string', id=None)",
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"feat_created_utc": "Value(dtype='float32', id=None)",
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"feat_rater_id": "Value(dtype='int32', id=None)",
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"feat_example_very_unclear": "Value(dtype='bool', id=None)",
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"feat_admiration": "Value(dtype='int32', id=None)",
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"feat_amusement": "Value(dtype='int32', id=None)",
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"feat_anger": "Value(dtype='int32', id=None)",
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"feat_annoyance": "Value(dtype='int32', id=None)",
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"feat_approval": "Value(dtype='int32', id=None)",
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"feat_caring": "Value(dtype='int32', id=None)",
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"feat_confusion": "Value(dtype='int32', id=None)",
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"feat_curiosity": "Value(dtype='int32', id=None)",
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"feat_desire": "Value(dtype='int32', id=None)",
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"feat_disappointment": "Value(dtype='int32', id=None)",
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"feat_disapproval": "Value(dtype='int32', id=None)",
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"feat_disgust": "Value(dtype='int32', id=None)",
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"feat_embarrassment": "Value(dtype='int32', id=None)",
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"feat_excitement": "Value(dtype='int32', id=None)",
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"target": "ClassLabel(names=['0', '1'], id=None)",
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"feat_gratitude": "Value(dtype='int32', id=None)",
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"feat_grief": "Value(dtype='int32', id=None)",
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"feat_joy": "Value(dtype='int32', id=None)",
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"feat_love": "Value(dtype='int32', id=None)",
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139 |
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"feat_nervousness": "Value(dtype='int32', id=None)",
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"feat_optimism": "Value(dtype='int32', id=None)",
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"feat_pride": "Value(dtype='int32', id=None)",
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"feat_realization": "Value(dtype='int32', id=None)",
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"feat_relief": "Value(dtype='int32', id=None)",
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144 |
+
"feat_remorse": "Value(dtype='int32', id=None)",
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145 |
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"feat_sadness": "Value(dtype='int32', id=None)",
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146 |
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"feat_surprise": "Value(dtype='int32', id=None)",
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147 |
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"feat_neutral": "Value(dtype='int32', id=None)"
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}
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```
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### Dataset Splits
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This dataset is split into a train and validation split. The split sizes are as follow:
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| Split name | Num samples |
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| ------------ | ------------------- |
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| train | 168979 |
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| valid | 42246 |
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processed/dataset_dict.json
ADDED
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{"splits": ["train", "valid"]}
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processed/train/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:9271d032dd0d2dda7e9ad261b5766199a44e7167515a09b4e95de598d637ae11
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size 45297112
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processed/train/dataset_info.json
ADDED
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{
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"citation": "",
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"description": "AutoTrain generated dataset",
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"features": {
|
5 |
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"text": {
|
6 |
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"dtype": "string",
|
7 |
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"_type": "Value"
|
8 |
+
},
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"feat_id": {
|
10 |
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"dtype": "string",
|
11 |
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"_type": "Value"
|
12 |
+
},
|
13 |
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"feat_author": {
|
14 |
+
"dtype": "string",
|
15 |
+
"_type": "Value"
|
16 |
+
},
|
17 |
+
"feat_subreddit": {
|
18 |
+
"dtype": "string",
|
19 |
+
"_type": "Value"
|
20 |
+
},
|
21 |
+
"feat_link_id": {
|
22 |
+
"dtype": "string",
|
23 |
+
"_type": "Value"
|
24 |
+
},
|
25 |
+
"feat_parent_id": {
|
26 |
+
"dtype": "string",
|
27 |
+
"_type": "Value"
|
28 |
+
},
|
29 |
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"feat_created_utc": {
|
30 |
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"dtype": "float32",
|
31 |
+
"_type": "Value"
|
32 |
+
},
|
33 |
+
"feat_rater_id": {
|
34 |
+
"dtype": "int32",
|
35 |
+
"_type": "Value"
|
36 |
+
},
|
37 |
+
"feat_example_very_unclear": {
|
38 |
+
"dtype": "bool",
|
39 |
+
"_type": "Value"
|
40 |
+
},
|
41 |
+
"feat_admiration": {
|
42 |
+
"dtype": "int32",
|
43 |
+
"_type": "Value"
|
44 |
+
},
|
45 |
+
"feat_amusement": {
|
46 |
+
"dtype": "int32",
|
47 |
+
"_type": "Value"
|
48 |
+
},
|
49 |
+
"feat_anger": {
|
50 |
+
"dtype": "int32",
|
51 |
+
"_type": "Value"
|
52 |
+
},
|
53 |
+
"feat_annoyance": {
|
54 |
+
"dtype": "int32",
|
55 |
+
"_type": "Value"
|
56 |
+
},
|
57 |
+
"feat_approval": {
|
58 |
+
"dtype": "int32",
|
59 |
+
"_type": "Value"
|
60 |
+
},
|
61 |
+
"feat_caring": {
|
62 |
+
"dtype": "int32",
|
63 |
+
"_type": "Value"
|
64 |
+
},
|
65 |
+
"feat_confusion": {
|
66 |
+
"dtype": "int32",
|
67 |
+
"_type": "Value"
|
68 |
+
},
|
69 |
+
"feat_curiosity": {
|
70 |
+
"dtype": "int32",
|
71 |
+
"_type": "Value"
|
72 |
+
},
|
73 |
+
"feat_desire": {
|
74 |
+
"dtype": "int32",
|
75 |
+
"_type": "Value"
|
76 |
+
},
|
77 |
+
"feat_disappointment": {
|
78 |
+
"dtype": "int32",
|
79 |
+
"_type": "Value"
|
80 |
+
},
|
81 |
+
"feat_disapproval": {
|
82 |
+
"dtype": "int32",
|
83 |
+
"_type": "Value"
|
84 |
+
},
|
85 |
+
"feat_disgust": {
|
86 |
+
"dtype": "int32",
|
87 |
+
"_type": "Value"
|
88 |
+
},
|
89 |
+
"feat_embarrassment": {
|
90 |
+
"dtype": "int32",
|
91 |
+
"_type": "Value"
|
92 |
+
},
|
93 |
+
"feat_excitement": {
|
94 |
+
"dtype": "int32",
|
95 |
+
"_type": "Value"
|
96 |
+
},
|
97 |
+
"target": {
|
98 |
+
"names": [
|
99 |
+
"0",
|
100 |
+
"1"
|
101 |
+
],
|
102 |
+
"_type": "ClassLabel"
|
103 |
+
},
|
104 |
+
"feat_gratitude": {
|
105 |
+
"dtype": "int32",
|
106 |
+
"_type": "Value"
|
107 |
+
},
|
108 |
+
"feat_grief": {
|
109 |
+
"dtype": "int32",
|
110 |
+
"_type": "Value"
|
111 |
+
},
|
112 |
+
"feat_joy": {
|
113 |
+
"dtype": "int32",
|
114 |
+
"_type": "Value"
|
115 |
+
},
|
116 |
+
"feat_love": {
|
117 |
+
"dtype": "int32",
|
118 |
+
"_type": "Value"
|
119 |
+
},
|
120 |
+
"feat_nervousness": {
|
121 |
+
"dtype": "int32",
|
122 |
+
"_type": "Value"
|
123 |
+
},
|
124 |
+
"feat_optimism": {
|
125 |
+
"dtype": "int32",
|
126 |
+
"_type": "Value"
|
127 |
+
},
|
128 |
+
"feat_pride": {
|
129 |
+
"dtype": "int32",
|
130 |
+
"_type": "Value"
|
131 |
+
},
|
132 |
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"feat_realization": {
|
133 |
+
"dtype": "int32",
|
134 |
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