def plot5(curs):
f=P.gcf()
ax1=f.add_axes((.12,.53,.85,.45))
ax2=f.add_axes((.12,.09,.85,.45))
mtot,massfrac=gettable(curs,cols='mtot,massfrac',where='mtot NOTNULL AND agn=0 AND massfrac NOTNULL AND bpara2 >3',table='sball')
mtot=N.log10(mtot)
X=N.arange(8,11.4,0.2,dtype='f')
mean=sdss.averbins(X,mtot,massfrac,median=True)
ax1.hexbin(mtot,massfrac,cmap=P.cm.bone_r,gridsize=(50,80))
ax1.plot(X[4:-1],mean[4:-1],'k-o',lw=2, markeredgecolor='w', markeredgewidth=1.5)
#ax1.plot(X[4:-1],mean[4:-1],'',lw=12)
#massfrac=masked_where(massfrac<0.03,massfrac)
#mean=sdss.averbins(X,mtot,massfrac,median=True)
#ax1.plot(X[4:-1],mean[4:-1],'y--D')
ax1.set_ylabel(r'$\mathrm{mass\,\,fraction}$')
ax1.axis((8.4,11.2,-.001,0.15))
ax1.text(8.7,0.13,r'$\mathrm{starbursts,\,\, b > 3}$',fontsize=11)
mtot,massfrac=gettable(curs,cols='mtot,massfrac',where='mtot NOTNULL AND agn=0 AND massfrac NOTNULL',table='pball')
mtot=N.log10(mtot)
X=N.arange(8,11.4,0.2,dtype='f')
mean=sdss.averbins(X,mtot,massfrac,median=True)
ax2.hexbin(mtot,massfrac,cmap=P.cm.bone_r,gridsize=(50,80))
ax2.plot(X[4:-1],mean[4:-1],'k-o',lw=2, markeredgecolor='w', markeredgewidth=1.5)
ax2.set_ylabel(r'$\mathrm{mass\,\,fraction}$')
ax2.set_xlabel(r'$\log_{10}({\cal M}_{tot})$')
ax2.axis((8.4,11.2,-.001,0.15))
ax2.text(8.7,0.13,r'$\mathrm{postbursts}$',fontsize=11)
def plot10(curs):
Ha_h,Hb_h,z = gettable(curs,cols='Ha_h,Hb_h,z',where='Mr < -18 and Mr > -20',table='sball')
P.plot(z,Ha_h/Hb_h,'.b')
P.grid()
x=N.arange(0,0.4,0.005)
y=sdss.averbins(x,z,Ha_h/Hb_h)
P.plot(x,y,'or')
P.xlabel('z')
P.ylabel('Ha/Hb')