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3 months ago

What Can We Learn From Almost a Decade of Food Tweets

Uga Sproģis Matīss Rikters

What Can We Learn From Almost a Decade of Food Tweets

Abstract

We present the Latvian Twitter Eater Corpus - a set of tweets in the narrow domain related to food, drinks, eating and drinking. The corpus has been collected over time-span of over 8 years and includes over 2 million tweets entailed with additional useful data. We also separate two sub-corpora of question and answer tweets and sentiment annotated tweets. We analyse contents of the corpus and demonstrate use-cases for the sub-corpora by training domain-specific question-answering and sentiment-analysis models using data from the corpus.

Code Repositories

Usprogis/Latvian-Twitter-Eater-Corpus
Official
Mentioned in GitHub

Benchmarks

BenchmarkMethodologyMetrics
sentiment-analysis-on-latvian-twitter-eaterNaive Bayes
Accuracy: 61.23

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