Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Sub-tasks:
multi-class-classification
Languages:
English
Size:
10K - 100K
License:
Dataset Description
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.
Task 1: Sentiment Analysis
Data Splits
2 splits: train, validation. Below are the statistics for Version 3.0.0 of the dataset.
Dataset Split | Number of Instances in Split |
---|---|
Train | 287,113 |
Validation | 13,368 |
Test | 11,490 |
Task 2: Topic Classification
#Licensing Information The Twitter Financial Dataset version 1.0.0 is released under the Apache-2.0 License.