Is there any software which could mine data from downloaded research articles (pdf format) as per one's requirement?
R and Python. Use it.
if the data is statistical try R
I would recommend Python together with Jupyter Notebook. This is relatively easy to learn especially if you come from R and would enable you to read pdf or txt files as well as many more.
You can try either NVivo or SAS Enterprise Miner
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