id sid tid token lemma pos cc08hd79x2j 1 1 while while SCONJ cc08hd79x2j 1 2 most most ADJ cc08hd79x2j 1 3 of of ADP cc08hd79x2j 1 4 the the DET cc08hd79x2j 1 5 literature literature NOUN cc08hd79x2j 1 6 on on ADP cc08hd79x2j 1 7 political political ADJ cc08hd79x2j 1 8 clientelism clientelism NOUN cc08hd79x2j 1 9 focuses focus VERB cc08hd79x2j 1 10 on on ADP cc08hd79x2j 1 11 the the DET cc08hd79x2j 1 12 mobilization mobilization NOUN cc08hd79x2j 1 13 of of ADP cc08hd79x2j 1 14 poor poor ADJ cc08hd79x2j 1 15 voters voter NOUN cc08hd79x2j 1 16 in in ADP cc08hd79x2j 1 17 developing develop VERB cc08hd79x2j 1 18 democracies democracy NOUN cc08hd79x2j 1 19 in in ADP cc08hd79x2j 1 20 the the DET cc08hd79x2j 1 21 global global PROPN cc08hd79x2j 1 22 south south PROPN cc08hd79x2j 1 23 , , PUNCT cc08hd79x2j 1 24 a a DET cc08hd79x2j 1 25 growing grow VERB cc08hd79x2j 1 26 number number NOUN cc08hd79x2j 1 27 of of ADP cc08hd79x2j 1 28 studies study NOUN cc08hd79x2j 1 29 examine examine VERB cc08hd79x2j 1 30 how how SCONJ cc08hd79x2j 1 31 clientelism clientelism NOUN cc08hd79x2j 1 32 operates operate VERB cc08hd79x2j 1 33 across across ADP cc08hd79x2j 1 34 different different ADJ cc08hd79x2j 1 35 levels level NOUN cc08hd79x2j 1 36 of of ADP cc08hd79x2j 1 37 class class NOUN cc08hd79x2j 1 38 . . PUNCT cc08hd79x2j 2 1 scholars scholar NOUN cc08hd79x2j 2 2 of of ADP cc08hd79x2j 2 3 clientelism clientelism NOUN cc08hd79x2j 2 4 have have AUX cc08hd79x2j 2 5 demonstrated demonstrate VERB cc08hd79x2j 2 6 that that SCONJ cc08hd79x2j 2 7 political political ADJ cc08hd79x2j 2 8 machines machine NOUN cc08hd79x2j 2 9 recruit recruit VERB cc08hd79x2j 2 10 party party NOUN cc08hd79x2j 2 11 support support NOUN cc08hd79x2j 2 12 by by ADP cc08hd79x2j 2 13 directly directly ADV cc08hd79x2j 2 14 providing provide VERB cc08hd79x2j 2 15 poor poor ADJ cc08hd79x2j 2 16 voters voter NOUN cc08hd79x2j 2 17 with with ADP cc08hd79x2j 2 18 goods good NOUN cc08hd79x2j 2 19 and and CCONJ cc08hd79x2j 2 20 services service NOUN cc08hd79x2j 2 21 during during ADP cc08hd79x2j 2 22 elections election NOUN cc08hd79x2j 2 23 ; ; PUNCT cc08hd79x2j 2 24 however however ADV cc08hd79x2j 2 25 , , PUNCT cc08hd79x2j 2 26 this this DET cc08hd79x2j 2 27 study study NOUN cc08hd79x2j 2 28 demonstrates demonstrate VERB cc08hd79x2j 2 29 how how SCONJ cc08hd79x2j 2 30 patronage patronage NOUN cc08hd79x2j 2 31 structures structure NOUN cc08hd79x2j 2 32 also also ADV cc08hd79x2j 2 33 target target VERB cc08hd79x2j 2 34 middle middle ADJ cc08hd79x2j 2 35 - - PUNCT cc08hd79x2j 2 36 class class NOUN cc08hd79x2j 2 37 voters voter NOUN cc08hd79x2j 2 38 . . PUNCT cc08hd79x2j 3 1 consistent consistent ADJ cc08hd79x2j 3 2 with with ADP cc08hd79x2j 3 3 the the DET cc08hd79x2j 3 4 literature literature NOUN cc08hd79x2j 3 5 on on ADP cc08hd79x2j 3 6 class class NOUN cc08hd79x2j 3 7 and and CCONJ cc08hd79x2j 3 8 contentious contentious ADJ cc08hd79x2j 3 9 politics politic NOUN cc08hd79x2j 3 10 , , PUNCT cc08hd79x2j 3 11 i i PRON cc08hd79x2j 3 12 argue argue VERB cc08hd79x2j 3 13 that that SCONJ cc08hd79x2j 3 14 being be AUX cc08hd79x2j 3 15 middle middle ADJ cc08hd79x2j 3 16 class class NOUN cc08hd79x2j 3 17 may may AUX cc08hd79x2j 3 18 actually actually ADV cc08hd79x2j 3 19 bolster bolster VERB cc08hd79x2j 3 20 party party NOUN cc08hd79x2j 3 21 activism activism NOUN cc08hd79x2j 3 22 in in ADP cc08hd79x2j 3 23 clientelistic clientelistic ADJ cc08hd79x2j 3 24 settings setting NOUN cc08hd79x2j 3 25 by by ADP cc08hd79x2j 3 26 providing provide VERB cc08hd79x2j 3 27 the the DET cc08hd79x2j 3 28 kinds kind NOUN cc08hd79x2j 3 29 of of ADP cc08hd79x2j 3 30 resources resource NOUN cc08hd79x2j 3 31 and and CCONJ cc08hd79x2j 3 32 social social ADJ cc08hd79x2j 3 33 capital capital NOUN cc08hd79x2j 3 34 needed need VERB cc08hd79x2j 3 35 to to PART cc08hd79x2j 3 36 sustain sustain VERB cc08hd79x2j 3 37 political political ADJ cc08hd79x2j 3 38 activity activity NOUN cc08hd79x2j 3 39 over over ADP cc08hd79x2j 3 40 time time NOUN cc08hd79x2j 3 41 . . PUNCT cc08hd79x2j 4 1 for for ADP cc08hd79x2j 4 2 instance instance NOUN cc08hd79x2j 4 3 , , PUNCT cc08hd79x2j 4 4 middle middle ADJ cc08hd79x2j 4 5 class class NOUN cc08hd79x2j 4 6 actors actor NOUN cc08hd79x2j 4 7 possess possess VERB cc08hd79x2j 4 8 more more ADJ cc08hd79x2j 4 9 material material ADJ cc08hd79x2j 4 10 assets asset NOUN cc08hd79x2j 4 11 than than ADP cc08hd79x2j 4 12 their their PRON cc08hd79x2j 4 13 working working ADJ cc08hd79x2j 4 14 - - PUNCT cc08hd79x2j 4 15 class class NOUN cc08hd79x2j 4 16 peers peer NOUN cc08hd79x2j 4 17 , , PUNCT cc08hd79x2j 4 18 and and CCONJ cc08hd79x2j 4 19 they they PRON cc08hd79x2j 4 20 may may AUX cc08hd79x2j 4 21 circulate circulate VERB cc08hd79x2j 4 22 in in ADP cc08hd79x2j 4 23 white white ADJ cc08hd79x2j 4 24 - - PUNCT cc08hd79x2j 4 25 collar collar NOUN cc08hd79x2j 4 26 job job NOUN cc08hd79x2j 4 27 networks network NOUN cc08hd79x2j 4 28 , , PUNCT cc08hd79x2j 4 29 both both PRON cc08hd79x2j 4 30 of of ADP cc08hd79x2j 4 31 which which PRON cc08hd79x2j 4 32 are be AUX cc08hd79x2j 4 33 factors factor NOUN cc08hd79x2j 4 34 that that PRON cc08hd79x2j 4 35 encourage encourage VERB cc08hd79x2j 4 36 activism activism NOUN cc08hd79x2j 4 37 in in ADP cc08hd79x2j 4 38 contexts context NOUN cc08hd79x2j 4 39 where where SCONJ cc08hd79x2j 4 40 demonstrating demonstrate VERB cc08hd79x2j 4 41 party party NOUN cc08hd79x2j 4 42 loyalty loyalty NOUN cc08hd79x2j 4 43 is be AUX cc08hd79x2j 4 44 necessary necessary ADJ cc08hd79x2j 4 45 for for ADP cc08hd79x2j 4 46 social social ADJ cc08hd79x2j 4 47 advancement advancement NOUN cc08hd79x2j 4 48 . . PUNCT cc08hd79x2j 5 1 on on ADP cc08hd79x2j 5 2 the the DET cc08hd79x2j 5 3 other other ADJ cc08hd79x2j 5 4 hand hand NOUN cc08hd79x2j 5 5 , , PUNCT cc08hd79x2j 5 6 highly highly ADV cc08hd79x2j 5 7 educated educate VERB cc08hd79x2j 5 8 actors actor NOUN cc08hd79x2j 5 9 who who PRON cc08hd79x2j 5 10 lack lack VERB cc08hd79x2j 5 11 access access NOUN cc08hd79x2j 5 12 to to ADP cc08hd79x2j 5 13 the the DET cc08hd79x2j 5 14 network network NOUN cc08hd79x2j 5 15 of of ADP cc08hd79x2j 5 16 high high ADJ cc08hd79x2j 5 17 - - PUNCT cc08hd79x2j 5 18 status status NOUN cc08hd79x2j 5 19 jobs job NOUN cc08hd79x2j 5 20 may may AUX cc08hd79x2j 5 21 register register VERB cc08hd79x2j 5 22 their their PRON cc08hd79x2j 5 23 disaffection disaffection NOUN cc08hd79x2j 5 24 with with ADP cc08hd79x2j 5 25 clientelism clientelism NOUN cc08hd79x2j 5 26 by by ADP cc08hd79x2j 5 27 decreasing decrease VERB cc08hd79x2j 5 28 their their PRON cc08hd79x2j 5 29 levels level NOUN cc08hd79x2j 5 30 of of ADP cc08hd79x2j 5 31 political political ADJ cc08hd79x2j 5 32 activity activity NOUN cc08hd79x2j 5 33 . . PUNCT cc08hd79x2j 6 1 this this DET cc08hd79x2j 6 2 study study NOUN cc08hd79x2j 6 3 adds add VERB cc08hd79x2j 6 4 to to ADP cc08hd79x2j 6 5 the the DET cc08hd79x2j 6 6 literature literature NOUN cc08hd79x2j 6 7 on on ADP cc08hd79x2j 6 8 class class NOUN cc08hd79x2j 6 9 and and CCONJ cc08hd79x2j 6 10 clientelism clientelism NOUN cc08hd79x2j 6 11 by by ADP cc08hd79x2j 6 12 using use VERB cc08hd79x2j 6 13 survey survey NOUN cc08hd79x2j 6 14 and and CCONJ cc08hd79x2j 6 15 interview interview NOUN cc08hd79x2j 6 16 data datum NOUN cc08hd79x2j 6 17 from from ADP cc08hd79x2j 6 18 lebanon lebanon PROPN cc08hd79x2j 6 19 to to PART cc08hd79x2j 6 20 demonstrate demonstrate VERB cc08hd79x2j 6 21 that that SCONJ cc08hd79x2j 6 22 middle middle ADJ cc08hd79x2j 6 23 class class NOUN cc08hd79x2j 6 24 voters voter NOUN cc08hd79x2j 6 25 occupy occupy VERB cc08hd79x2j 6 26 a a DET cc08hd79x2j 6 27 complex complex ADJ cc08hd79x2j 6 28 position position NOUN cc08hd79x2j 6 29 within within ADP cc08hd79x2j 6 30 patronage patronage NOUN cc08hd79x2j 6 31 structures structure NOUN cc08hd79x2j 6 32 . . PUNCT cc08hd79x2j 7 1 while while SCONJ cc08hd79x2j 7 2 some some PRON cc08hd79x2j 7 3 may may AUX cc08hd79x2j 7 4 be be AUX cc08hd79x2j 7 5 pushed push VERB cc08hd79x2j 7 6 to to PART cc08hd79x2j 7 7 demonstrate demonstrate VERB cc08hd79x2j 7 8 party party NOUN cc08hd79x2j 7 9 loyalty loyalty NOUN cc08hd79x2j 7 10 based base VERB cc08hd79x2j 7 11 on on ADP cc08hd79x2j 7 12 their their PRON cc08hd79x2j 7 13 professional professional ADJ cc08hd79x2j 7 14 and and CCONJ cc08hd79x2j 7 15 business business NOUN cc08hd79x2j 7 16 associations association NOUN cc08hd79x2j 7 17 , , PUNCT cc08hd79x2j 7 18 those those PRON cc08hd79x2j 7 19 who who PRON cc08hd79x2j 7 20 are be AUX cc08hd79x2j 7 21 alienated alienate VERB cc08hd79x2j 7 22 from from ADP cc08hd79x2j 7 23 that that DET cc08hd79x2j 7 24 network network NOUN cc08hd79x2j 7 25 will will AUX cc08hd79x2j 7 26 be be AUX cc08hd79x2j 7 27 more more ADV cc08hd79x2j 7 28 likely likely ADJ cc08hd79x2j 7 29 to to PART cc08hd79x2j 7 30 disengage disengage VERB cc08hd79x2j 7 31 . . PUNCT cc08hd79x2j 8 1 the the DET cc08hd79x2j 8 2 implications implication NOUN cc08hd79x2j 8 3 of of ADP cc08hd79x2j 8 4 these these DET cc08hd79x2j 8 5 results result NOUN cc08hd79x2j 8 6 may may AUX cc08hd79x2j 8 7 extend extend VERB cc08hd79x2j 8 8 beyond beyond ADP cc08hd79x2j 8 9 lebanon lebanon PROPN cc08hd79x2j 8 10 , , PUNCT cc08hd79x2j 8 11 meriting merit VERB cc08hd79x2j 8 12 further further ADJ cc08hd79x2j 8 13 study study NOUN cc08hd79x2j 8 14 . . PUNCT