Writer Of The Federalist Papers

Writer Of The Federalist Papers-64
The Federalists wanted a strong Federal government and the Anti-Federalist wanted strong State governments.Some of the Federalist Papers were written as a direct rebuttal of… The main purpose of the Federalist Papers was to explain what the Constitution meant and to fight the Anti-Federalists propaganda.

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Luckily, Project Gutenberg is a free online repository of e-books that keeps the Federalist Papers (and a vast array of other books! I downloaded the 1.2 MB txt file and loaded it into a Jupyter Notebook.

Immediately, I could see that the text had to be cleaned.

Some of their writing corresponds directly to topics in…

You might’ve heard of that play, Hamilton, that’s been sweeping the Broadway circuit and reviving national interest in the “Ten dollar Founding Father without a father”.

What we’re trying to do is something called latent semantic analysis (LSA) that attempts to define relationships between documents by modeling latent patterns in text content.

Writer Of The Federalist Papers

The information age is kind and there are luckily open source implementations for LSA algorithms such as Singular Value Decomposition (SVD).

Lawrence the Chivalrous Salvador Domènec Felip Jacint Dalí i Domènech, Marquis of Dalí de Púbol Joseph Stalin Winston Churchill Gorbechev Kruschev FDR LBJ JFK BFK MLK Theadore Roosevelt Ulysseus S. Pistone Raphael Raoul Duke William Blake Ichabod Crane Spencer Armacost Dean Corso Roux Lt.

Grant Thor Freya Loki Odysseus Calypso Captain Jack Sparrow Black Beard Jimmy the Kid The Don Albus Dumbledore Voldemort Edward Scissor Hands Rango The Mad Hatter Willie Wonka Glen Lantz Jack Marshall Specialist Gator Lerner Wade "Cry-Baby" Walker Gilbert Grape Sam Axel Blackmar Edward D. Victor Bon Bon Fredrick Abberline Cesar George Jung Sheldon Sands L'inconnu J. Barrie Mort Rainey John Wilmot, 2nd Earl of Rochester Victor Van Dort Sweeny Todd John Dillinger Frank Tupelo Tony Alexander Pearce Paul Kemp Barnabas Collins Tonto Johnny Depp Bob Barker Drew Carry William Adama Jim Carry Rebbaca Black Michal Jackson The rest of the Jackson Five Lady Gaga Ke$ha Justin Bieber he dead Jason Swango Robert Olesen Kyle Sprague Dylan Wright Kyle Wilson and the rest of the Freedom Brigade The Federalist Papers is America's contribution to literature on constitutional democracy and federalism.

We end up with 558,669 unique word n-grams after filtering out common English words like ‘of’ and ‘they’.

We’re prioritizing phrases with Tf-idf scores above a certain threshold in order to find possible keywords in the papers. This gives us an (85 x 558669) vector — impossible to graph in our current reality.


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