Top 100 ascii-only 2-shingles on Twitter sample for the last 6 hours. Source at https://github.com/mattb/Storm-Try/

gistfile1.txt

in the:              ************************************* (3765)
i love:              *************************** (2781)
to be:               ************************** (2637)
of the:              ********************* (2150)
if you:              ********************* (2150)
on the:              ******************** (2081)
i just:              ****************** (1838)
i was:               ****************** (1829)
i don't:             ****************** (1825)
i have:              ****************** (1802)
for the:             ****************** (1800)
to the:              ***************** (1712)
i know:              *************** (1586)
going to:            *************** (1584)
have a:              *************** (1503)
is a:                ************** (1439)
need to:             ************** (1427)
but i:               ************** (1415)
to get:              ************** (1407)
happy birthday:      ************* (1392)
i can:               ************* (1375)
i think:             ************* (1368)
i need:              ************* (1351)
in my:               ************* (1340)
on my:               ************* (1324)
go to:               ************* (1317)
i am:                ************ (1299)
i hate:              ************ (1293)
love you:            ************ (1288)
i want:              ************ (1285)
want to:             ************ (1262)
and i:               ************ (1255)
in a:                ************ (1229)
de la:               ************ (1226)
have to:             ************ (1218)
when i:              *********** (1191)
the best:            *********** (1143)
i got:               *********** (1134)
all the:             *********** (1124)
for a:               ********** (1099)
is the:              ********** (1098)
at the:              ********** (1086)
when you:            ********** (1083)
if i:                ********** (1078)
right now:           ********** (1073)
p rt:                ********** (1053)
you know:            ********** (1026)
you are:             ********** (1025)
to go:               ********** (1017)
like a:              ********** (1009)
lo que:              ********** (1007)
i can't:             ********** (1000)
en el:               ********* (989)
que no:              ********* (972)
thank you:           ********* (960)
d rt:                ********* (954)
en la:               ********* (951)
are you:             ********* (944)
this is:             ********* (934)
of my:               ********* (929)
to me:               ********* (928)
to do:               ********* (919)
it was:              ********* (917)
i will:              ********* (911)
to sleep:            ********* (908)
you can:             ********* (906)
que me:              ******** (884)
a la:                ******** (880)
with the:            ******** (872)
no me:               ******** (864)
a good:              ******** (854)
i miss:              ******** (839)
i feel:              ******** (838)
you have:            ******** (824)
will be:             ******** (821)
no se:               ******** (809)
be a:                ******** (809)
out of:              ******** (805)
so i:                ******** (801)
i'm at:              ******* (788)
to see:              ******* (787)
do you:              ******* (785)
it is:               ******* (779)
how to:              ******* (779)
the same:            ******* (775)
to my:               ******* (772)
i'm not:             ******* (759)
so much:             ******* (740)
i wanna:             ******* (721
i get:               ******* (720)
for you:             ******* (715)
for me:              ******* (713)
with a:              ******* (710)
one of:              ******* (702)
que te:              ****** (698)
i do:                ****** (697)
i wish:              ****** (684)
i like:              ****** (684)
i dont:              ****** (683)
that i:              ****** (666)