metadata

annotations_creators:
  - other
language:
  - en
language_creators:
  - other
license:
  - mit
multilinguality:
  - monolingual
pretty_name: twitter financial news
size_categories:
  - 10K<n<100K
source_datasets:
  - original
tags:
  - twitter
  - finance
  - markets
  - stocks
  - wallstreet
  - quant
  - hedgefunds
  - markets
task_categories:
  - text-classification
task_ids:
  - multi-class-classification

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.