Twitter Financial News Sentiment

Name: Twitter Financial News Sentiment
Creator: Helix
Keywords: annotations_creators:other, dataset, finance, hugging face, language_creators:other, multilinguality:monolingual, task_categories:text-classification, task_ids:multi-class-classification

Hugging Face

Dataset Description The Twitter Financial News dataset is an English-language dataset containing an annotated corpus of finance-related tweets. This dataset is used to classify finance-related tweets for their sentiment. The dataset holds 11,932 documents annotated with 3 labels: sentiments = { "LABEL_0": "Bearish", "LABEL_1": "Bullish", "LABEL_2": "Neutral" } The data was collected using the Twitter API. The current dataset supports the multi-class classification… See the full description on the dataset page: https://huggingface.co/datasets/zeroshot/twitter-financial-news-sentiment.

zeroshot--twitter-financial-news-sentiment.parquet 500 rows zeroshot/twitter-financial-news-sentiment

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most common values in text sentiment distribution across reviews average rating by category most common words in positive vs negative reviews

Data preview

500 rows · 2 columns · showing first 12

#	text text	label integer
1	$BYND - JPMorgan reels in expectations on Beyond Meat https://t.co/bd0xbFGjkT	0
2	$CCL $RCL - Nomura points to bookings weakness at Carnival and Royal Caribbean https://t.co/yGjpT2ReD3	0
3	$CX - Cemex cut at Credit Suisse, J.P. Morgan on weak building outlook https://t.co/KN1g4AWFIb	0
4	$ESS: BTIG Research cuts to Neutral https://t.co/MCyfTsXc2N	0
5	$FNKO - Funko slides after Piper Jaffray PT cut https://t.co/z37IJmCQzB	0
6	$FTI - TechnipFMC downgraded at Berenberg but called Top Pick at Deutsche Bank https://t.co/XKcPDilIuU	0
7	$GM - GM loses a bull https://t.co/tdUfG5HbXy	0
8	$GM: Deutsche Bank cuts to Hold https://t.co/7Fv1ZiFZBS	0
9	$GTT: Cowen cuts to Market Perform	0
10	$HNHAF $HNHPD $AAPL - Trendforce cuts iPhone estimate after Foxconn delay https://t.co/rlnEwzlzzS	0
11	$HOG - Moody's warns on Harley-Davidson https://t.co/LurHBEadeU	0
12	$HXL - Citing aero ties, Wells slashes PT on Hexcel https://t.co/wU5P2i8WBU	0

Auto-generated charts

Twitter Financial News Sentiment: 500 rows by 2 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.

Rows500

Columns2

Numeric cols1

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Distribution of label

Histogram of label values.

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Columns

text text
label numeric