id sid tid token lemma pos cn69m328r2g 1 1 behavioral behavioral ADJ cn69m328r2g 1 2 finance finance NOUN cn69m328r2g 1 3 studies study NOUN cn69m328r2g 1 4 reinforce reinforce VERB cn69m328r2g 1 5 the the DET cn69m328r2g 1 6 idea idea NOUN cn69m328r2g 1 7 of of ADP cn69m328r2g 1 8 market market NOUN cn69m328r2g 1 9 inefficiency inefficiency NOUN cn69m328r2g 1 10 , , PUNCT cn69m328r2g 1 11 suggesting suggest VERB cn69m328r2g 1 12 that that SCONJ cn69m328r2g 1 13 it it PRON cn69m328r2g 1 14 is be AUX cn69m328r2g 1 15 possible possible ADJ cn69m328r2g 1 16 for for SCONJ cn69m328r2g 1 17 informed inform VERB cn69m328r2g 1 18 investors investor NOUN cn69m328r2g 1 19 to to PART cn69m328r2g 1 20 produce produce VERB cn69m328r2g 1 21 above above ADP cn69m328r2g 1 22 - - PUNCT cn69m328r2g 1 23 average average ADJ cn69m328r2g 1 24 returns return NOUN cn69m328r2g 1 25 on on ADP cn69m328r2g 1 26 their their PRON cn69m328r2g 1 27 investments investment NOUN cn69m328r2g 1 28 . . PUNCT cn69m328r2g 2 1 for for ADP cn69m328r2g 2 2 " " PUNCT cn69m328r2g 2 3 know know VERB cn69m328r2g 2 4 - - PUNCT cn69m328r2g 2 5 something something PRON cn69m328r2g 2 6 " " PUNCT cn69m328r2g 2 7 investors investor NOUN cn69m328r2g 2 8 , , PUNCT cn69m328r2g 2 9 portfolio portfolio NOUN cn69m328r2g 2 10 diversification diversification NOUN cn69m328r2g 2 11 reduces reduce VERB cn69m328r2g 2 12 risk risk NOUN cn69m328r2g 2 13 at at ADP cn69m328r2g 2 14 the the DET cn69m328r2g 2 15 expense expense NOUN cn69m328r2g 2 16 of of ADP cn69m328r2g 2 17 maximizing maximize VERB cn69m328r2g 2 18 return return NOUN cn69m328r2g 2 19 , , PUNCT cn69m328r2g 2 20 defeating defeat VERB cn69m328r2g 2 21 the the DET cn69m328r2g 2 22 main main ADJ cn69m328r2g 2 23 purpose purpose NOUN cn69m328r2g 2 24 of of ADP cn69m328r2g 2 25 investing invest VERB cn69m328r2g 2 26 in in ADP cn69m328r2g 2 27 stocks stock NOUN cn69m328r2g 2 28 . . PUNCT cn69m328r2g 3 1 in in ADP cn69m328r2g 3 2 psychological psychological ADJ cn69m328r2g 3 3 measurement measurement NOUN cn69m328r2g 3 4 terms term NOUN cn69m328r2g 3 5 , , PUNCT cn69m328r2g 3 6 this this DET cn69m328r2g 3 7 practice practice NOUN cn69m328r2g 3 8 resembles resemble VERB cn69m328r2g 3 9 increasing increase VERB cn69m328r2g 3 10 a a DET cn69m328r2g 3 11 scale scale NOUN cn69m328r2g 3 12 's 's PART cn69m328r2g 3 13 reliability reliability NOUN cn69m328r2g 3 14 at at ADP cn69m328r2g 3 15 the the DET cn69m328r2g 3 16 expense expense NOUN cn69m328r2g 3 17 of of ADP cn69m328r2g 3 18 its its PRON cn69m328r2g 3 19 validity validity NOUN cn69m328r2g 3 20 . . PUNCT cn69m328r2g 4 1 to to PART cn69m328r2g 4 2 illustrate illustrate VERB cn69m328r2g 4 3 this this DET cn69m328r2g 4 4 concept concept NOUN cn69m328r2g 4 5 , , PUNCT cn69m328r2g 4 6 20 20 NUM cn69m328r2g 4 7 stockbrokers stockbroker NOUN cn69m328r2g 4 8 each each PRON cn69m328r2g 4 9 created create VERB cn69m328r2g 4 10 a a DET cn69m328r2g 4 11 portfolio portfolio NOUN cn69m328r2g 4 12 of of ADP cn69m328r2g 4 13 up up ADP cn69m328r2g 4 14 to to PART cn69m328r2g 4 15 20 20 NUM cn69m328r2g 4 16 stocks stock NOUN cn69m328r2g 4 17 , , PUNCT cn69m328r2g 4 18 separating separate VERB cn69m328r2g 4 19 their their PRON cn69m328r2g 4 20 " " PUNCT cn69m328r2g 4 21 top top ADJ cn69m328r2g 4 22 picks pick NOUN cn69m328r2g 4 23 " " PUNCT cn69m328r2g 4 24 from from ADP cn69m328r2g 4 25 others other NOUN cn69m328r2g 4 26 in in ADP cn69m328r2g 4 27 their their PRON cn69m328r2g 4 28 portfolio portfolio NOUN cn69m328r2g 4 29 . . PUNCT cn69m328r2g 5 1 results result NOUN cn69m328r2g 5 2 showed show VERB cn69m328r2g 5 3 that that SCONJ cn69m328r2g 5 4 portfolios portfolio NOUN cn69m328r2g 5 5 of of ADP cn69m328r2g 5 6 brokers broker NOUN cn69m328r2g 5 7 ' ' PART cn69m328r2g 5 8 " " PUNCT cn69m328r2g 5 9 top top ADJ cn69m328r2g 5 10 picks pick NOUN cn69m328r2g 5 11 " " PUNCT cn69m328r2g 5 12 outperformed outperform VERB cn69m328r2g 5 13 their their PRON cn69m328r2g 5 14 diversified diversified ADJ cn69m328r2g 5 15 portfolios portfolio NOUN cn69m328r2g 5 16 after after ADP cn69m328r2g 5 17 a a DET cn69m328r2g 5 18 one one NUM cn69m328r2g 5 19 - - PUNCT cn69m328r2g 5 20 year year NOUN cn69m328r2g 5 21 period period NOUN cn69m328r2g 5 22 . . PUNCT cn69m328r2g 6 1 while while SCONJ cn69m328r2g 6 2 not not PART cn69m328r2g 6 3 statistically statistically ADV cn69m328r2g 6 4 significant significant ADJ cn69m328r2g 6 5 , , PUNCT cn69m328r2g 6 6 results result NOUN cn69m328r2g 6 7 likely likely ADV cn69m328r2g 6 8 have have VERB cn69m328r2g 6 9 great great ADJ cn69m328r2g 6 10 practical practical ADJ cn69m328r2g 6 11 significance significance NOUN cn69m328r2g 6 12 , , PUNCT cn69m328r2g 6 13 and and CCONJ cn69m328r2g 6 14 thus thus ADV cn69m328r2g 6 15 speak speak VERB cn69m328r2g 6 16 to to ADP cn69m328r2g 6 17 the the DET cn69m328r2g 6 18 value value NOUN cn69m328r2g 6 19 of of ADP cn69m328r2g 6 20 future future ADJ cn69m328r2g 6 21 studies study NOUN cn69m328r2g 6 22 on on ADP cn69m328r2g 6 23 this this DET cn69m328r2g 6 24 topic topic NOUN cn69m328r2g 6 25 . . PUNCT