I looked for patterns. I used pitter_patter and the. This gave me a text compression of 34.41%. For the Some like it poem, I used the below compression resulting in 40.52 but then through trial and error, I was able to get a 42.48% compression.
pease_porridge
hot
cold
some_like_it
in_the_pot
nine_days_old