<jupyter_start><jupyter_text>Some observations:Using <NAME>'s author id, we find that he is currently at arizona state, however, he was previously at vtech.an error:parakh hoon is listed in scopus as affiliated with Virginia Tech, However, hoon is currently at south pudget sound community college. https://www.linkedin.com/in/parakh-hoon-aa235a2/An idea that might resolve this is to consider most recent publication date in search (helps filter for more recent info) Li jianyong has multiple id's:first id has more associated documentsboth are at virginia techboth are in the chemistry field:Seems like they are the same person<NAME>:currently at penn state, confirmed on scopus website and on [penn state](https://sites.psu.edu/humanities/bernice-hausman/) (this is a good thing)<NAME>:scopus lists as affiliated with VA medical center, but is also at virginia tech<jupyter_code>sample.iloc[6,4]<jupyter_output><empty_output>
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