Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
multi-class-classification
Languages:
English
Size:
10K - 100K
License:
Ricky Costa
commited on
Commit
•
ba70404
1
Parent(s):
a0f926c
Update README.md
Browse files
README.md
CHANGED
@@ -31,12 +31,11 @@ task_ids:
|
|
31 |
|
32 |
# Dataset Description
|
33 |
|
34 |
-
The Twitter Financial News dataset is an English-language dataset containing 21,107 total documents for topic classification and 11,932 documents for sentiment analysis. The data was collected by using the Twitter API. The current dataset supports the multi-class classification task.
|
35 |
|
36 |
|
37 |
## Task 1: Sentiment Analysis
|
38 |
|
39 |
-
|
40 |
### Data Splits
|
41 |
There are 2 splits: train and validation. Below are the statistics:
|
42 |
|
@@ -46,13 +45,16 @@ There are 2 splits: train and validation. Below are the statistics:
|
|
46 |
| Validation | 13,368 |
|
47 |
|
48 |
|
49 |
-
|
50 |
## Task 2: Topic Classification
|
51 |
|
|
|
|
|
52 |
|
53 |
-
|
|
|
|
|
|
|
54 |
|
55 |
|
56 |
#Licensing Information
|
57 |
-
The Twitter Financial Dataset version 1.0.0 is released under the MIT License.
|
58 |
-
|
|
|
31 |
|
32 |
# Dataset Description
|
33 |
|
34 |
+
The Twitter Financial News dataset is an English-language dataset containing 21,107 total documents for topic classification and 11,932 total documents for sentiment analysis. The data was collected by using the Twitter API. The current dataset supports the multi-class classification task.
|
35 |
|
36 |
|
37 |
## Task 1: Sentiment Analysis
|
38 |
|
|
|
39 |
### Data Splits
|
40 |
There are 2 splits: train and validation. Below are the statistics:
|
41 |
|
|
|
45 |
| Validation | 13,368 |
|
46 |
|
47 |
|
|
|
48 |
## Task 2: Topic Classification
|
49 |
|
50 |
+
### Data Splits
|
51 |
+
There are 2 splits: train and validation. Below are the statistics:
|
52 |
|
53 |
+
| Dataset Split | Number of Instances in Split |
|
54 |
+
| ------------- | ------------------------------------------- |
|
55 |
+
| Train | 287,113 |
|
56 |
+
| Validation | 13,368 |
|
57 |
|
58 |
|
59 |
#Licensing Information
|
60 |
+
The Twitter Financial Dataset version 1.0.0 is released under the MIT License.
|
|