This repository contains HDT-NP and HDT-DiNoS, both derived from Universal Dependencies' (UD) Hamburg Dependency Treebank (HDT). HDT-NP (.conllu) is a subset of UD-HDT and comprises its simplex noun phrases (NP): Common nouns (NN/NOUN) and their direct dependents (determiners, adnominal adjectives, nmods, adpositions, adverbs). It consists of 722,135 NPs (1.7M tokens) and has an improved feature annotation coverage (gender, case, number). Breaking with UD annotation, a total of 53,526 APPRART tokens were reconstructed in HDT-NP to restore the original orthographic forms. HDT-DiNoS (.json) is a custom data-driven lexion-like data structure built on HDT-NP, which aggregates NPs with the same head lemma. For each lemma, absolute frequencies of the lemma and its word forms are captured. Moreover, each occurrence feeds into three areas of interest within the word form entry: morphosyntactic features in isolation (gender, case, number), in combination with groups of dependents (collocations), and in combination with the syntactic function (dependency relations). HDT-DiNoS spans 84,598 unique lemmas and 102,418 unique word forms, stemming from 707,706 NPs. Lemmas were relemmatised to assign unique lemmas to nominal compounds, a highly productive and often lexicalised construction in German.