word,mean_shap,direction,abs_shap
credence,0.04645003750920296,hate,0.04645003750920296
bj,0.034841448068618774,hate,0.034841448068618774
plain,-0.026305072009563446,non-hate,0.026305072009563446
rosario,0.026062248274683952,hate,0.026062248274683952
stranger,-0.025110220536589622,non-hate,0.025110220536589622
ghazi,0.024667367339134216,hate,0.024667367339134216
sarcasm,-0.024418074637651443,non-hate,0.024418074637651443
eni,0.024185189977288246,hate,0.024185189977288246
original,0.023739179650268245,hate,0.023739179650268245
purpose,0.022877716802759095,hate,0.022877716802759095
meat,0.02180168218910694,hate,0.02180168218910694
rubbish,-0.01947150006890297,non-hate,0.01947150006890297
comprise,-0.019205201417207718,non-hate,0.019205201417207718
fiasco,0.016540812328457832,hate,0.016540812328457832
sahara,0.015753297445674736,hate,0.015753297445674736
vandalism,0.015700376010499895,hate,0.015700376010499895
cooking,-0.01567102037370205,non-hate,0.01567102037370205
funds,-0.01552804559469223,non-hate,0.01552804559469223
bloody,0.014914470724761486,hate,0.014914470724761486
revealing,-0.014907026663422585,non-hate,0.014907026663422585
definition,-0.013764521107077599,non-hate,0.013764521107077599
circus,0.013064487837255001,hate,0.013064487837255001
accusations,0.012445050291717052,hate,0.012445050291717052
village,-0.012163950843387283,non-hate,0.012163950843387283
criticize,-0.012133165262639523,non-hate,0.012133165262639523
mere,-0.012098387815058231,non-hate,0.012098387815058231
mike,0.012091495096683502,hate,0.012091495096683502
salad,-0.012074373662471771,non-hate,0.012074373662471771
multicultural,0.011976183392107487,hate,0.011976183392107487
2017,-0.011603245511651039,non-hate,0.011603245511651039
remarks,0.011279447004199028,hate,0.011279447004199028
arguments,0.011224827729165554,hate,0.011224827729165554
shamanic,-0.01111504528671503,non-hate,0.01111504528671503
coding,-0.011073308065533638,non-hate,0.011073308065533638
lunatics,-0.011048647575080395,non-hate,0.011048647575080395
choke,0.010911933146417141,hate,0.010911933146417141
glove,0.010900042951107025,hate,0.010900042951107025
responsible,0.010841659270226955,hate,0.010841659270226955
volition,-0.010667622089385986,non-hate,0.010667622089385986
irrelevant,0.010649058036506176,hate,0.010649058036506176
radical,0.010174911469221115,hate,0.010174911469221115
wikimedia,-0.010040879249572754,non-hate,0.010040879249572754
advantageously,-0.01004065852612257,non-hate,0.01004065852612257
arrogance,0.010037285275757313,hate,0.010037285275757313
registered,-0.010005852207541466,non-hate,0.010005852207541466
kicking,0.009971213527023792,hate,0.009971213527023792
behaving,0.009872743859887123,hate,0.009872743859887123
its,-0.009824934541029506,non-hate,0.009824934541029506
stance,0.009769201278686523,hate,0.009769201278686523
smack,-0.009650851949118078,non-hate,0.009650851949118078