deletions | additions       diff --git a/In_the_following_we_plot__.tex b/In_the_following_we_plot__.tex  index ffe488d..aead888 100644  --- a/In_the_following_we_plot__.tex  +++ b/In_the_following_we_plot__.tex 
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In the following, we plot the top 5 hashtag series (dot-dashed) overlayed with the first principal components scaled with corresponding coefficients. Series are de-centered. This validates the previous observation that principal components filter out the singleton spikes.