Derived Text Formats

Corpus data is downloadable in aggregated representations suitable for quantitative analyses. All data is made available for non-commercial scientific research only.

Bag-of-Words

These tab-separated files contain up-to-date frequency numbers for all corpus words per year, and can be used for further processing with statistical tools. Four variants are available:

• Token counts by year ↓
• Lemma/POS counts by year ↓
• Token counts by year (chart songs only) ↓
• Lemma/POS counts by year (chart songs only) ↓

Word N-Grams

Token bi- and trigrams with corpus-based association measures and context measures. Suitable for lexicographical research, collocation analysis, and distributional semantics studies.

• Token bi- and trigrams ↓

Word Vectors

GloVe (Global Vectors for Word Representation) computations delivered as a CSV dataframe. Trained on the full Songkorpus, suitable e.g. for word similarity tasks.

• Token vectors ↓

Please cite the corpus when using it — see Citation and Chronicle.