extract nouns and verbs from a text dataframe and save it in two different dataframes in R -

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i have text dataframe text columns. 1 of columns

hw motorola scanner model rssn missing issue damaged power connectionif serial provide extended part numberrs fsr = short cable attached wrist build type rpcolleague colin patterson contact number ensure main depot id selected ensure selected correct model position id save log

i have removed numbers, stopwords , punctuations text. want separate nouns , verbs , put them in different dataframes.

that not strictly trivial task. load library parts of speech each word (e.g. opennlp -> maxent_pos_tag_annotator), of them may either 1 part of speech or depending upon context, makes harder task programmatically perfect. hope opennpl package helps though.


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