Inaugural Addresses

Jonathan Feinberg
IBM Research, CUE

In these visualizations, a given text—the “specimen”—is compared to some larger group of texts—the “normative” text—using the Dunning log likelihood statistical analysis, which gives weight to words in a text according to how their frequency of use in the specimen text differs from the norm.

All visualizations feature a cloud that varies from gray to blue. In this cloud, the size of the word corresponds to the number of times the word was used in a given address. The word's color depends on how statistically unlikely the word is in the normative text; in other words, a blue word was used more in the given speech than in the others it is compared to.

explanatory image for visualizations

Some visualizations feature a rose-colored cloud, which features words that were conspicuously absent from a given speech, relative to the comparative corpus. The larger the word, in the rose cloud, the more unusual it is for the word to not have been used.

Each inaugural address is compared to the five addresses nearest to it in time, the ten nearest addresses, and all addresses in U.S. history. Click on a thumbnail to see a full-size version.

Speech vs.
Five Nearest
vs.
Ten Nearest
vs.
All Others
washington 1 Thumbnail of 01washington1-vs-five.png Thumbnail of 01washington1-vs-ten.png Thumbnail of 01washington1-vs-all.png
washington 2 Thumbnail of 02washington2-vs-five.png Thumbnail of 02washington2-vs-ten.png Thumbnail of 02washington2-vs-all.png
jadams Thumbnail of 03jadams-vs-five.png Thumbnail of 03jadams-vs-ten.png Thumbnail of 03jadams-vs-all.png
jefferson 1 Thumbnail of 04jefferson1-vs-five.png Thumbnail of 04jefferson1-vs-ten.png Thumbnail of 04jefferson1-vs-all.png
jefferson 2 Thumbnail of 05jefferson2-vs-five.png Thumbnail of 05jefferson2-vs-ten.png Thumbnail of 05jefferson2-vs-all.png
madison 1 Thumbnail of 06madison1-vs-five.png Thumbnail of 06madison1-vs-ten.png Thumbnail of 06madison1-vs-all.png
madison 2 Thumbnail of 07madison2-vs-five.png Thumbnail of 07madison2-vs-ten.png Thumbnail of 07madison2-vs-all.png
monroe 1 Thumbnail of 08monroe1-vs-five.png Thumbnail of 08monroe1-vs-ten.png Thumbnail of 08monroe1-vs-all.png
monroe 2 Thumbnail of 09monroe2-vs-five.png Thumbnail of 09monroe2-vs-ten.png Thumbnail of 09monroe2-vs-all.png
jqadams Thumbnail of 10jqadams-vs-five.png Thumbnail of 10jqadams-vs-ten.png Thumbnail of 10jqadams-vs-all.png
Speech vs.
Five Nearest
vs.
Ten Nearest
vs.
All Others
jackson 1 Thumbnail of 11jackson1-vs-five.png Thumbnail of 11jackson1-vs-ten.png Thumbnail of 11jackson1-vs-all.png
jackson 2 Thumbnail of 12jackson2-vs-five.png Thumbnail of 12jackson2-vs-ten.png Thumbnail of 12jackson2-vs-all.png
vanburen Thumbnail of 13vanburen-vs-five.png Thumbnail of 13vanburen-vs-ten.png Thumbnail of 13vanburen-vs-all.png
whharrison Thumbnail of 14whharrison-vs-five.png Thumbnail of 14whharrison-vs-ten.png Thumbnail of 14whharrison-vs-all.png
polk Thumbnail of 15polk-vs-five.png Thumbnail of 15polk-vs-ten.png Thumbnail of 15polk-vs-all.png
taylor Thumbnail of 16taylor-vs-five.png Thumbnail of 16taylor-vs-ten.png Thumbnail of 16taylor-vs-all.png
pierce Thumbnail of 17pierce-vs-five.png Thumbnail of 17pierce-vs-ten.png Thumbnail of 17pierce-vs-all.png
buchanan Thumbnail of 18buchanan-vs-five.png Thumbnail of 18buchanan-vs-ten.png Thumbnail of 18buchanan-vs-all.png
lincoln 1 Thumbnail of 19lincoln1-vs-five.png Thumbnail of 19lincoln1-vs-ten.png Thumbnail of 19lincoln1-vs-all.png
lincoln 2 Thumbnail of 20lincoln2-vs-five.png Thumbnail of 20lincoln2-vs-ten.png Thumbnail of 20lincoln2-vs-all.png
Speech vs.
Five Nearest
vs.
Ten Nearest
vs.
All Others
grant 1 Thumbnail of 21grant1-vs-five.png Thumbnail of 21grant1-vs-ten.png Thumbnail of 21grant1-vs-all.png
grant 2 Thumbnail of 22grant2-vs-five.png Thumbnail of 22grant2-vs-ten.png Thumbnail of 22grant2-vs-all.png
hayes Thumbnail of 23hayes-vs-five.png Thumbnail of 23hayes-vs-ten.png Thumbnail of 23hayes-vs-all.png
garfield Thumbnail of 24garfield-vs-five.png Thumbnail of 24garfield-vs-ten.png Thumbnail of 24garfield-vs-all.png
cleveland 1 Thumbnail of 25cleveland1-vs-five.png Thumbnail of 25cleveland1-vs-ten.png Thumbnail of 25cleveland1-vs-all.png
bharrison Thumbnail of 26bharrison-vs-five.png Thumbnail of 26bharrison-vs-ten.png Thumbnail of 26bharrison-vs-all.png
cleveland 2 Thumbnail of 27cleveland2-vs-five.png Thumbnail of 27cleveland2-vs-ten.png Thumbnail of 27cleveland2-vs-all.png
mckinley 1 Thumbnail of 28mckinley1-vs-five.png Thumbnail of 28mckinley1-vs-ten.png Thumbnail of 28mckinley1-vs-all.png
mckinley 2 Thumbnail of 29mckinley2-vs-five.png Thumbnail of 29mckinley2-vs-ten.png Thumbnail of 29mckinley2-vs-all.png
troosevelt Thumbnail of 30troosevelt-vs-five.png Thumbnail of 30troosevelt-vs-ten.png Thumbnail of 30troosevelt-vs-all.png
Speech vs.
Five Nearest
vs.
Ten Nearest
vs.
All Others
taft Thumbnail of 31taft-vs-five.png Thumbnail of 31taft-vs-ten.png Thumbnail of 31taft-vs-all.png
wilson 1 Thumbnail of 32wilson1-vs-five.png Thumbnail of 32wilson1-vs-ten.png Thumbnail of 32wilson1-vs-all.png
wilson 2 Thumbnail of 33wilson2-vs-five.png Thumbnail of 33wilson2-vs-ten.png Thumbnail of 33wilson2-vs-all.png
harding Thumbnail of 34harding-vs-five.png Thumbnail of 34harding-vs-ten.png Thumbnail of 34harding-vs-all.png
coolidge Thumbnail of 35coolidge-vs-five.png Thumbnail of 35coolidge-vs-ten.png Thumbnail of 35coolidge-vs-all.png
hoover Thumbnail of 36hoover-vs-five.png Thumbnail of 36hoover-vs-ten.png Thumbnail of 36hoover-vs-all.png
fdr 1 Thumbnail of 37fdr1-vs-five.png Thumbnail of 37fdr1-vs-ten.png Thumbnail of 37fdr1-vs-all.png
fdr 2 Thumbnail of 38fdr2-vs-five.png Thumbnail of 38fdr2-vs-ten.png Thumbnail of 38fdr2-vs-all.png
fdr 3 Thumbnail of 39fdr3-vs-five.png Thumbnail of 39fdr3-vs-ten.png Thumbnail of 39fdr3-vs-all.png
fdr 4 Thumbnail of 40fdr4-vs-five.png Thumbnail of 40fdr4-vs-ten.png Thumbnail of 40fdr4-vs-all.png
Speech vs.
Five Nearest
vs.
Ten Nearest
vs.
All Others
truman Thumbnail of 41truman-vs-five.png Thumbnail of 41truman-vs-ten.png Thumbnail of 41truman-vs-all.png
ike 1 Thumbnail of 42ike1-vs-five.png Thumbnail of 42ike1-vs-ten.png Thumbnail of 42ike1-vs-all.png
ike 2 Thumbnail of 43ike2-vs-five.png Thumbnail of 43ike2-vs-ten.png Thumbnail of 43ike2-vs-all.png
kennedy Thumbnail of 44kennedy-vs-five.png Thumbnail of 44kennedy-vs-ten.png Thumbnail of 44kennedy-vs-all.png
johnson Thumbnail of 45johnson-vs-five.png Thumbnail of 45johnson-vs-ten.png Thumbnail of 45johnson-vs-all.png
nixon 1 Thumbnail of 46nixon1-vs-five.png Thumbnail of 46nixon1-vs-ten.png Thumbnail of 46nixon1-vs-all.png
nixon 2 Thumbnail of 47nixon2-vs-five.png Thumbnail of 47nixon2-vs-ten.png Thumbnail of 47nixon2-vs-all.png
carter Thumbnail of 48carter-vs-five.png Thumbnail of 48carter-vs-ten.png Thumbnail of 48carter-vs-all.png
reagan 1 Thumbnail of 49reagan1-vs-five.png Thumbnail of 49reagan1-vs-ten.png Thumbnail of 49reagan1-vs-all.png
reagan 2 Thumbnail of 50reagan2-vs-five.png Thumbnail of 50reagan2-vs-ten.png Thumbnail of 50reagan2-vs-all.png
Speech vs.
Five Nearest
vs.
Ten Nearest
vs.
All Others
ghwbush Thumbnail of 51ghwbush-vs-five.png Thumbnail of 51ghwbush-vs-ten.png Thumbnail of 51ghwbush-vs-all.png
clinton 1 Thumbnail of 52clinton1-vs-five.png Thumbnail of 52clinton1-vs-ten.png Thumbnail of 52clinton1-vs-all.png
clinton 2 Thumbnail of 53clinton2-vs-five.png Thumbnail of 53clinton2-vs-ten.png Thumbnail of 53clinton2-vs-all.png
gwbush 1 Thumbnail of 54gwbush1-vs-five.png Thumbnail of 54gwbush1-vs-ten.png Thumbnail of 54gwbush1-vs-all.png
gwbush 2 Thumbnail of 55gwbush2-vs-five.png Thumbnail of 55gwbush2-vs-ten.png Thumbnail of 55gwbush2-vs-all.png
obama Thumbnail of 56obama-vs-five.png Thumbnail of 56obama-vs-ten.png Thumbnail of 56obama-vs-all.png