Data Science, Big Data, Analytics.
Calculating the distance among all the documents from this type of high-dimensional and sparse data with algorithms like ‘K-means’ would have a problem called ‘Curse of dimensionality’. Also, it is hard for our human eyes to understand the overall relationship due to the high dimensionality nature.