Created
October 27, 2011 15:56
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my stopwords code, optimized for social media
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given a text file containing stopwords, return a python list of its contents. | |
this list is optimized for twitter/social media and filters out stuff | |
like RT, nowplaying, lastfm, 4sq etc. | |
def get_stopwords(file='stopwords.txt'): | |
words = open(file,'r') | |
stopwords = [word.strip() for word in words] | |
return set(stopwords) | |
nkodner@hadoop4 mongodb$ cat stopwords.txt | |
youtube | |
nowplaying | |
lastfm | |
rt | |
4sq | |
RT | |
The | |
Your | |
a | |
about | |
above | |
across | |
after | |
afterwards | |
again | |
against | |
all | |
almost | |
alone | |
along | |
already | |
also | |
although | |
always | |
am | |
among | |
amongst | |
amoungst | |
amount | |
an | |
and | |
another | |
any | |
anyhow | |
anyone | |
anything | |
anyway | |
anywhere | |
are | |
around | |
as | |
at | |
back | |
be | |
became | |
because | |
become | |
becomes | |
becoming | |
been | |
before | |
beforehand | |
behind | |
being | |
below | |
beside | |
besides | |
between | |
beyond | |
bill | |
bit | |
both | |
bottom | |
but | |
by | |
call | |
can | |
cannot | |
cant | |
co | |
com | |
con | |
could | |
couldnt | |
cry | |
de | |
describe | |
detail | |
do | |
doesn | |
done | |
down | |
due | |
during | |
each | |
eg | |
eight | |
either | |
eleven | |
else | |
elsewhere | |
empty | |
enough | |
etc | |
even | |
ever | |
every | |
everyone | |
everything | |
everywhere | |
except | |
few | |
fifteen | |
fify | |
fill | |
find | |
fire | |
first | |
five | |
for | |
former | |
formerly | |
forty | |
found | |
four | |
from | |
front | |
full | |
further | |
get | |
give | |
go | |
had | |
has | |
hasnt | |
have | |
he | |
hence | |
her | |
here | |
hereafter | |
hereby | |
herein | |
hereupon | |
hers | |
herself | |
him | |
himself | |
his | |
how | |
however | |
http | |
hundred | |
ie | |
if | |
in | |
inc | |
indeed | |
interest | |
into | |
is | |
it | |
its | |
itself | |
just | |
keep | |
last | |
latter | |
latterly | |
least | |
less | |
ltd | |
ly | |
made | |
many | |
may | |
me | |
meanwhile | |
might | |
mill | |
mine | |
more | |
moreover | |
most | |
mostly | |
move | |
much | |
must | |
my | |
myself | |
name | |
namely | |
neither | |
never | |
nevertheless | |
next | |
nine | |
no | |
nobody | |
none | |
noone | |
nor | |
not | |
nothing | |
now | |
nowhere | |
of | |
off | |
often | |
on | |
once | |
one | |
only | |
onto | |
or | |
other | |
others | |
otherwise | |
our | |
ours | |
ourselves | |
out | |
over | |
own | |
part | |
per | |
perhaps | |
please | |
put | |
rather | |
re | |
same | |
see | |
seem | |
seemed | |
seeming | |
seems | |
serious | |
several | |
she | |
should | |
show | |
side | |
since | |
sincere | |
six | |
sixty | |
so | |
some | |
somehow | |
someone | |
something | |
sometime | |
sometimes | |
somewhere | |
still | |
such | |
system | |
take | |
ten | |
than | |
that | |
the | |
their | |
them | |
themselves | |
then | |
thence | |
there | |
thereafter | |
thereby | |
therefore | |
therein | |
thereupon | |
these | |
they | |
thickv | |
thin | |
third | |
this | |
those | |
though | |
three | |
through | |
throughout | |
thru | |
thus | |
to | |
together | |
too | |
top | |
toward | |
towards | |
twelve | |
twenty | |
two | |
un | |
under | |
until | |
up | |
upon | |
us | |
very | |
via | |
was | |
we | |
well | |
were | |
what | |
whatever | |
when | |
whence | |
whenever | |
where | |
whereafter | |
whereas | |
whereby | |
wherein | |
whereupon | |
wherever | |
whether | |
which | |
while | |
whither | |
who | |
whoever | |
whole | |
whom | |
whose | |
why | |
will | |
with | |
within | |
without | |
would | |
yet | |
you | |
your | |
yours | |
yourself | |
yourselves |
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