word,mean_shap,direction,abs_shap
skua,0.08158993721008301,hate,0.08158993721008301
brut,0.04280721768736839,hate,0.04280721768736839
cleansing,0.03134329244494438,hate,0.03134329244494438
captaincy,0.030838793143630028,hate,0.030838793143630028
taraf,-0.030284931883215904,non-hate,0.030284931883215904
pussy,-0.02786024659872055,non-hate,0.02786024659872055
baar,0.02642027847468853,hate,0.02642027847468853
kasai,0.025917520746588707,hate,0.025917520746588707
molvi,0.02466745860874653,hate,0.02466745860874653
directory,-0.023185718804597855,non-hate,0.023185718804597855
quran,-0.02236177772283554,non-hate,0.02236177772283554
captain,0.022211698815226555,hate,0.022211698815226555
sail,0.021913528442382812,hate,0.021913528442382812
declared,0.02165551856160164,hate,0.02165551856160164
bhool,0.020629791542887688,hate,0.020629791542887688
walon,0.0198285523802042,hate,0.0198285523802042
kaha,-0.018295519131546218,non-hate,0.018295519131546218
aman,-0.017780931666493416,non-hate,0.017780931666493416
machinations,0.01660303771495819,hate,0.01660303771495819
lete,0.016594698652625084,hate,0.016594698652625084
coding,-0.01642676256597042,non-hate,0.01642676256597042
lathi,0.016386056318879128,hate,0.016386056318879128
lagu,-0.016071297228336334,non-hate,0.016071297228336334
abb,0.0160201508551836,hate,0.0160201508551836
janab,0.016011323779821396,hate,0.016011323779821396
turkey,0.015641644597053528,hate,0.015641644597053528
hu,-0.014945299364626408,non-hate,0.014945299364626408
kashmir,0.014508838765323162,hate,0.014508838765323162
aata,0.01447764877229929,hate,0.01447764877229929
poor,0.014436762779951096,hate,0.014436762779951096
subtle,-0.014343751594424248,non-hate,0.014343751594424248
dekh,0.01430919673293829,hate,0.01430919673293829
attack,-0.014237020397558808,non-hate,0.014237020397558808
khi,0.014189592562615871,hate,0.014189592562615871
pr,0.014058244414627552,hate,0.014058244414627552
avoid,0.013930351473391056,hate,0.013930351473391056
agr,0.013830370580156645,hate,0.013830370580156645
karna,0.013334315037354827,hate,0.013334315037354827
chalo,0.013232632540166378,hate,0.013232632540166378
mulla,-0.01312780100852251,non-hate,0.01312780100852251
spic,0.01289000641554594,hate,0.01289000641554594
ragini,-0.012712415307760239,non-hate,0.012712415307760239
jin,-0.01269172690808773,non-hate,0.01269172690808773
remark,0.01267898827791214,hate,0.01267898827791214
bare,-0.012546997517347336,non-hate,0.012546997517347336
khana,0.01244534645229578,hate,0.01244534645229578
bashing,0.012364937923848629,hate,0.012364937923848629
khuda,0.012339971028268337,hate,0.012339971028268337
bloody,0.012339216656982899,hate,0.012339216656982899
trolling,-0.012257399347921213,non-hate,0.012257399347921213