believe \'ve only just got round to watching "purple rainthe brand new -disc anniversary special edition led me to buy it \nb"this film is worth seeing alone for jared harrisoutstanding portrayal of john lennon it doesn' matter that harris doesn' exactly resemble lennonhis mannerismsexpressionspostureaccent and attitude are pure lennon \nb"the funkyyet strictly second-tier british glam-rock band strange fruit breaks up at the end of the wild' 'wacky excess-ridden ' the individual band members go their separate ways and uncomfortably settle into lackluster middle age in the dull and uneventful 'smorose keyboardist stephen rea winds up penniless and down on his luckvainneuroticpretentious lead singer bill nighy tries (and failsto pursue floundering solo careerparanoid drummer timothy spall resides in obscurity on remote farm so he can avoid paying hefty back taxes debtand surly bass player jimmy nail installs roofs for living \nb" just finished reading book on anita looswork and the photo in tcm magazine of macdonald in her angel costume looked great (impressive wings)so thought ' watch this movie ' never heard of the film beforeso had no preconceived notions about it whatsoever \nb' love this movie!!purple rain came out the year was born and it has had my heart since can remember prince is so tight in this movie \nb"this movie is sort of carrie meets heavy metal it' about highschool guy who gets picked on alot and he totally gets revenge with the help of heavy metal ghost \nas we can seethis topic covers wide variety of music-centered reviewsfrom musicalsto biographical moviesto some hard-to-specify genre in the last review another interesting way to inspect the topics is to see how much weight each topic gets overallby summing the document_topics over all reviews we name each topic by the two most common words figure - shows the topic weights learnedin[ ]figax plt subplots( figsize=( )topic_names ["{:> format(ijoin(wordsfor iwords in enumerate(feature_names[sorting[:: ]])two column bar chartfor col in [ ]start col end (col ax[colbarh(np arange( )np sum(document_topics axis= )[start:end]ax[colset_yticks(np arange( )ax[colset_yticklabels(topic_names[start:end]ha="left"va="top"ax[colinvert_yaxis(ax[colset_xlim( yax ax[colget_yaxis(yax set_tick_params(pad= plt tight_layout(topic modeling and document clustering