Forschungspraktikum 1+2: Computational Social Science

Session 04: Sentiment Analysis

Dr. Christian Czymara

Agenda

Introduction to Sentiment Analysis
Dictionary-Based Approaches for Sentiment
Comparing Text Analysis Methods: Dictionary vs. Supervised vs. Unsupervised
Tutorial: Calculating Sentiment in Movie Reviews

What is Sentiment Analysis?

A computational method for identifying and categorizing emotions and opinions in text
Classifies text into categories such as positive, negative, or neutral
Applications, for example:
- Assessing public opinion on policies, products, or events
- Analyzing consumer attitudes, trends in social media, and market research
This week: Dictionary-based methods for sentiment classification

Dictionary-Based Approaches

Using a list of specific terms (dictionaries) associated with certain sentiments or topics
For example, analyzing frequency of political party mentions in news over time
For sentiment, it counts occurrences of positive and negative words
Simple principle: More positive or negative terms indicate the overall sentiment

Dictionary (Rule-Based) Approaches

Deductive method based on theoretical assumptions and known associations
Best suited for:
- Analyzing specific terms with clear meanings (e.g., “gun control”)
- Topics with distinct terminology (e.g., names, political issues)

Example: Ethnic Insults in YouTube Comments

Spörlein, C., & Schlueter, E. (2021). Ethnic Insults in YouTube Comments: Social Contagion and Selection Effects During the German “Refugee Crisis”. European Sociological Review, 37(3), 411-428.
“ethnic insults are identified by the presence of words in the general insults dictionary and words of the second dictionary containing words with explicit ethnic connotations”

Combining Dictionaries and Texts: `join()`

dplyr’s join() provides a set of functions for merging two or more data sets
Let’s call the primary data master data (e.g., texts)
The second data, which we want to merge, is called using data (e.g., sentiment dictionary)
We specify a key variable to define which column(s) should be used to match records between the data sets (an ID variable)

Example: `left_join()`

Combines all rows from the master data with matching rows from the using data
Rows in the master data without matches will have NA for columns from the using data
Syntax: left_join(master, using, by = "keyVariable")

Overview of `join()` Types

inner_join(): Rows with matches in both
left_join(): All master rows + matches from using
right_join(): All using rows + matches from master
full_join(): All rows, NA for missing
semi_join(): Master rows with matches in using
anti_join(): Master rows without matches in using

Example: US Presidential Inaugural Addresses

speeches <- tail(quanteda::data_corpus_inaugural, 3) # Load last 3 speeches

speeches_df <- data.frame(text = as.character(speeches),
                          pres = quanteda::docnames(speeches)) # Convert corpus to data frame

speeches_clean <- tidytext::unnest_tokens(speeches_df, word, text) # Unnest

speeches_clean

                        pres             word
2013-Obama...1    2013-Obama             vice
2013-Obama...2    2013-Obama        president
2013-Obama...3    2013-Obama            biden
2013-Obama...4    2013-Obama               mr
2013-Obama...5    2013-Obama            chief
2013-Obama...6    2013-Obama          justice
2013-Obama...7    2013-Obama          members
2013-Obama...8    2013-Obama               of
2013-Obama...9    2013-Obama              the
2013-Obama...10   2013-Obama           united
2013-Obama...11   2013-Obama           states
2013-Obama...12   2013-Obama         congress
2013-Obama...13   2013-Obama    distinguished
2013-Obama...14   2013-Obama           guests
2013-Obama...15   2013-Obama              and
2013-Obama...16   2013-Obama           fellow
2013-Obama...17   2013-Obama         citizens
2013-Obama...18   2013-Obama             each
2013-Obama...19   2013-Obama             time
2013-Obama...20   2013-Obama               we
2013-Obama...21   2013-Obama           gather
2013-Obama...22   2013-Obama               to
2013-Obama...23   2013-Obama       inaugurate
2013-Obama...24   2013-Obama                a
2013-Obama...25   2013-Obama        president
2013-Obama...26   2013-Obama               we
2013-Obama...27   2013-Obama             bear
2013-Obama...28   2013-Obama          witness
2013-Obama...29   2013-Obama               to
2013-Obama...30   2013-Obama              the
2013-Obama...31   2013-Obama         enduring
2013-Obama...32   2013-Obama         strength
2013-Obama...33   2013-Obama               of
2013-Obama...34   2013-Obama              our
2013-Obama...35   2013-Obama     constitution
2013-Obama...36   2013-Obama               we
2013-Obama...37   2013-Obama           affirm
2013-Obama...38   2013-Obama              the
2013-Obama...39   2013-Obama          promise
2013-Obama...40   2013-Obama               of
2013-Obama...41   2013-Obama              our
2013-Obama...42   2013-Obama        democracy
2013-Obama...43   2013-Obama               we
2013-Obama...44   2013-Obama           recall
2013-Obama...45   2013-Obama             that
2013-Obama...46   2013-Obama             what
2013-Obama...47   2013-Obama            binds
2013-Obama...48   2013-Obama             this
2013-Obama...49   2013-Obama           nation
2013-Obama...50   2013-Obama         together
2013-Obama...51   2013-Obama               is
2013-Obama...52   2013-Obama              not
2013-Obama...53   2013-Obama              the
2013-Obama...54   2013-Obama           colors
2013-Obama...55   2013-Obama               of
2013-Obama...56   2013-Obama              our
2013-Obama...57   2013-Obama             skin
2013-Obama...58   2013-Obama               or
2013-Obama...59   2013-Obama              the
2013-Obama...60   2013-Obama           tenets
2013-Obama...61   2013-Obama               of
2013-Obama...62   2013-Obama              our
2013-Obama...63   2013-Obama            faith
2013-Obama...64   2013-Obama               or
2013-Obama...65   2013-Obama              the
2013-Obama...66   2013-Obama          origins
2013-Obama...67   2013-Obama               of
2013-Obama...68   2013-Obama              our
2013-Obama...69   2013-Obama            names
2013-Obama...70   2013-Obama             what
2013-Obama...71   2013-Obama            makes
2013-Obama...72   2013-Obama               us
2013-Obama...73   2013-Obama      exceptional
2013-Obama...74   2013-Obama             what
2013-Obama...75   2013-Obama            makes
2013-Obama...76   2013-Obama               us
2013-Obama...77   2013-Obama         american
2013-Obama...78   2013-Obama               is
2013-Obama...79   2013-Obama              our
2013-Obama...80   2013-Obama       allegiance
2013-Obama...81   2013-Obama               to
2013-Obama...82   2013-Obama               an
2013-Obama...83   2013-Obama             idea
2013-Obama...84   2013-Obama      articulated
2013-Obama...85   2013-Obama               in
2013-Obama...86   2013-Obama                a
2013-Obama...87   2013-Obama      declaration
2013-Obama...88   2013-Obama             made
2013-Obama...89   2013-Obama             more
2013-Obama...90   2013-Obama             than
2013-Obama...91   2013-Obama              two
2013-Obama...92   2013-Obama        centuries
2013-Obama...93   2013-Obama              ago
2013-Obama...94   2013-Obama               we
2013-Obama...95   2013-Obama             hold
2013-Obama...96   2013-Obama            these
2013-Obama...97   2013-Obama           truths
2013-Obama...98   2013-Obama               to
2013-Obama...99   2013-Obama               be
2013-Obama...100  2013-Obama             self
2013-Obama...101  2013-Obama          evident
2013-Obama...102  2013-Obama             that
2013-Obama...103  2013-Obama              all
2013-Obama...104  2013-Obama              men
2013-Obama...105  2013-Obama              are
2013-Obama...106  2013-Obama          created
2013-Obama...107  2013-Obama            equal
2013-Obama...108  2013-Obama             that
2013-Obama...109  2013-Obama             they
2013-Obama...110  2013-Obama              are
2013-Obama...111  2013-Obama          endowed
2013-Obama...112  2013-Obama               by
2013-Obama...113  2013-Obama            their
2013-Obama...114  2013-Obama          creator
2013-Obama...115  2013-Obama             with
2013-Obama...116  2013-Obama          certain
2013-Obama...117  2013-Obama      unalienable
2013-Obama...118  2013-Obama           rights
2013-Obama...119  2013-Obama             that
2013-Obama...120  2013-Obama            among
2013-Obama...121  2013-Obama            these
2013-Obama...122  2013-Obama              are
2013-Obama...123  2013-Obama             life
2013-Obama...124  2013-Obama          liberty
2013-Obama...125  2013-Obama              and
2013-Obama...126  2013-Obama              the
2013-Obama...127  2013-Obama          pursuit
2013-Obama...128  2013-Obama               of
2013-Obama...129  2013-Obama        happiness
2013-Obama...130  2013-Obama            today
2013-Obama...131  2013-Obama               we
2013-Obama...132  2013-Obama         continue
2013-Obama...133  2013-Obama                a
2013-Obama...134  2013-Obama            never
2013-Obama...135  2013-Obama           ending
2013-Obama...136  2013-Obama          journey
2013-Obama...137  2013-Obama               to
2013-Obama...138  2013-Obama           bridge
2013-Obama...139  2013-Obama              the
2013-Obama...140  2013-Obama          meaning
2013-Obama...141  2013-Obama               of
2013-Obama...142  2013-Obama            those
2013-Obama...143  2013-Obama            words
2013-Obama...144  2013-Obama             with
2013-Obama...145  2013-Obama              the
2013-Obama...146  2013-Obama        realities
2013-Obama...147  2013-Obama               of
2013-Obama...148  2013-Obama              our
2013-Obama...149  2013-Obama             time
2013-Obama...150  2013-Obama              for
2013-Obama...151  2013-Obama          history
2013-Obama...152  2013-Obama            tells
2013-Obama...153  2013-Obama               us
2013-Obama...154  2013-Obama             that
2013-Obama...155  2013-Obama            while
2013-Obama...156  2013-Obama            these
2013-Obama...157  2013-Obama           truths
2013-Obama...158  2013-Obama              may
2013-Obama...159  2013-Obama               be
2013-Obama...160  2013-Obama             self
2013-Obama...161  2013-Obama          evident
2013-Obama...162  2013-Obama          they've
2013-Obama...163  2013-Obama            never
2013-Obama...164  2013-Obama             been
2013-Obama...165  2013-Obama             self
2013-Obama...166  2013-Obama        executing
2013-Obama...167  2013-Obama             that
2013-Obama...168  2013-Obama            while
2013-Obama...169  2013-Obama          freedom
2013-Obama...170  2013-Obama               is
2013-Obama...171  2013-Obama                a
2013-Obama...172  2013-Obama             gift
2013-Obama...173  2013-Obama             from
2013-Obama...174  2013-Obama              god
2013-Obama...175  2013-Obama               it
2013-Obama...176  2013-Obama             must
2013-Obama...177  2013-Obama               be
2013-Obama...178  2013-Obama          secured
2013-Obama...179  2013-Obama               by
2013-Obama...180  2013-Obama              his
2013-Obama...181  2013-Obama           people
2013-Obama...182  2013-Obama             here
2013-Obama...183  2013-Obama               on
2013-Obama...184  2013-Obama            earth
2013-Obama...185  2013-Obama              the
2013-Obama...186  2013-Obama         patriots
2013-Obama...187  2013-Obama               of
2013-Obama...188  2013-Obama             1776
2013-Obama...189  2013-Obama              did
2013-Obama...190  2013-Obama              not
2013-Obama...191  2013-Obama            fight
2013-Obama...192  2013-Obama               to
2013-Obama...193  2013-Obama          replace
2013-Obama...194  2013-Obama              the
2013-Obama...195  2013-Obama          tyranny
2013-Obama...196  2013-Obama               of
2013-Obama...197  2013-Obama                a
2013-Obama...198  2013-Obama             king
2013-Obama...199  2013-Obama             with
2013-Obama...200  2013-Obama              the
2013-Obama...201  2013-Obama       privileges
2013-Obama...202  2013-Obama               of
2013-Obama...203  2013-Obama                a
2013-Obama...204  2013-Obama              few
2013-Obama...205  2013-Obama               or
2013-Obama...206  2013-Obama              the
2013-Obama...207  2013-Obama             rule
2013-Obama...208  2013-Obama               of
2013-Obama...209  2013-Obama                a
2013-Obama...210  2013-Obama              mob
2013-Obama...211  2013-Obama             they
2013-Obama...212  2013-Obama             gave
2013-Obama...213  2013-Obama               to
2013-Obama...214  2013-Obama               us
2013-Obama...215  2013-Obama                a
2013-Obama...216  2013-Obama         republic
2013-Obama...217  2013-Obama                a
2013-Obama...218  2013-Obama       government
2013-Obama...219  2013-Obama               of
2013-Obama...220  2013-Obama              and
2013-Obama...221  2013-Obama               by
2013-Obama...222  2013-Obama              and
2013-Obama...223  2013-Obama              for
2013-Obama...224  2013-Obama              the
2013-Obama...225  2013-Obama           people
2013-Obama...226  2013-Obama       entrusting
2013-Obama...227  2013-Obama             each
2013-Obama...228  2013-Obama       generation
2013-Obama...229  2013-Obama               to
2013-Obama...230  2013-Obama             keep
2013-Obama...231  2013-Obama             safe
2013-Obama...232  2013-Obama              our
2013-Obama...233  2013-Obama         founding
2013-Obama...234  2013-Obama            creed
2013-Obama...235  2013-Obama              and
2013-Obama...236  2013-Obama              for
2013-Obama...237  2013-Obama             more
2013-Obama...238  2013-Obama             than
2013-Obama...239  2013-Obama              200
2013-Obama...240  2013-Obama            years
2013-Obama...241  2013-Obama               we
2013-Obama...242  2013-Obama             have
2013-Obama...243  2013-Obama          through
2013-Obama...244  2013-Obama            blood
2013-Obama...245  2013-Obama            drawn
2013-Obama...246  2013-Obama               by
2013-Obama...247  2013-Obama             lash
2013-Obama...248  2013-Obama              and
2013-Obama...249  2013-Obama            blood
2013-Obama...250  2013-Obama            drawn
2013-Obama...251  2013-Obama               by
2013-Obama...252  2013-Obama            sword
2013-Obama...253  2013-Obama               we
2013-Obama...254  2013-Obama          learned
2013-Obama...255  2013-Obama             that
2013-Obama...256  2013-Obama               no
2013-Obama...257  2013-Obama            union
2013-Obama...258  2013-Obama          founded
2013-Obama...259  2013-Obama               on
2013-Obama...260  2013-Obama              the
2013-Obama...261  2013-Obama       principles
2013-Obama...262  2013-Obama               of
2013-Obama...263  2013-Obama          liberty
2013-Obama...264  2013-Obama              and
2013-Obama...265  2013-Obama         equality
2013-Obama...266  2013-Obama            could
2013-Obama...267  2013-Obama          survive
2013-Obama...268  2013-Obama             half
2013-Obama...269  2013-Obama            slave
2013-Obama...270  2013-Obama              and
2013-Obama...271  2013-Obama             half
2013-Obama...272  2013-Obama             free
2013-Obama...273  2013-Obama               we
2013-Obama...274  2013-Obama             made
2013-Obama...275  2013-Obama        ourselves
2013-Obama...276  2013-Obama             anew
2013-Obama...277  2013-Obama              and
2013-Obama...278  2013-Obama            vowed
2013-Obama...279  2013-Obama               to
2013-Obama...280  2013-Obama             move
2013-Obama...281  2013-Obama          forward
2013-Obama...282  2013-Obama         together
2013-Obama...283  2013-Obama         together
2013-Obama...284  2013-Obama               we
2013-Obama...285  2013-Obama       determined
2013-Obama...286  2013-Obama             that
2013-Obama...287  2013-Obama                a
2013-Obama...288  2013-Obama           modern
2013-Obama...289  2013-Obama          economy
2013-Obama...290  2013-Obama         requires
2013-Obama...291  2013-Obama        railroads
2013-Obama...292  2013-Obama              and
2013-Obama...293  2013-Obama         highways
2013-Obama...294  2013-Obama               to
2013-Obama...295  2013-Obama            speed
2013-Obama...296  2013-Obama           travel
2013-Obama...297  2013-Obama              and
2013-Obama...298  2013-Obama         commerce
2013-Obama...299  2013-Obama          schools
2013-Obama...300  2013-Obama              and
2013-Obama...301  2013-Obama         colleges
2013-Obama...302  2013-Obama               to
2013-Obama...303  2013-Obama            train
2013-Obama...304  2013-Obama              our
2013-Obama...305  2013-Obama          workers
2013-Obama...306  2013-Obama         together
2013-Obama...307  2013-Obama               we
2013-Obama...308  2013-Obama       discovered
2013-Obama...309  2013-Obama             that
2013-Obama...310  2013-Obama                a
2013-Obama...311  2013-Obama             free
2013-Obama...312  2013-Obama           market
2013-Obama...313  2013-Obama             only
2013-Obama...314  2013-Obama          thrives
2013-Obama...315  2013-Obama             when
2013-Obama...316  2013-Obama            there
2013-Obama...317  2013-Obama              are
2013-Obama...318  2013-Obama            rules
2013-Obama...319  2013-Obama               to
2013-Obama...320  2013-Obama           ensure
2013-Obama...321  2013-Obama      competition
2013-Obama...322  2013-Obama              and
2013-Obama...323  2013-Obama             fair
2013-Obama...324  2013-Obama             play
2013-Obama...325  2013-Obama         together
2013-Obama...326  2013-Obama               we
2013-Obama...327  2013-Obama         resolved
2013-Obama...328  2013-Obama             that
2013-Obama...329  2013-Obama                a
2013-Obama...330  2013-Obama            great
2013-Obama...331  2013-Obama           nation
2013-Obama...332  2013-Obama             must
2013-Obama...333  2013-Obama             care
2013-Obama...334  2013-Obama              for
2013-Obama...335  2013-Obama              the
2013-Obama...336  2013-Obama       vulnerable
2013-Obama...337  2013-Obama              and
2013-Obama...338  2013-Obama          protect
2013-Obama...339  2013-Obama              its
2013-Obama...340  2013-Obama           people
2013-Obama...341  2013-Obama             from
2013-Obama...342  2013-Obama           life's
2013-Obama...343  2013-Obama            worst
2013-Obama...344  2013-Obama          hazards
2013-Obama...345  2013-Obama              and
2013-Obama...346  2013-Obama       misfortune
2013-Obama...347  2013-Obama          through
2013-Obama...348  2013-Obama               it
2013-Obama...349  2013-Obama              all
2013-Obama...350  2013-Obama               we
2013-Obama...351  2013-Obama             have
2013-Obama...352  2013-Obama            never
2013-Obama...353  2013-Obama     relinquished
2013-Obama...354  2013-Obama              our
2013-Obama...355  2013-Obama       skepticism
2013-Obama...356  2013-Obama               of
2013-Obama...357  2013-Obama          central
2013-Obama...358  2013-Obama        authority
2013-Obama...359  2013-Obama              nor
2013-Obama...360  2013-Obama             have
2013-Obama...361  2013-Obama               we
2013-Obama...362  2013-Obama        succumbed
2013-Obama...363  2013-Obama               to
2013-Obama...364  2013-Obama              the
2013-Obama...365  2013-Obama          fiction
2013-Obama...366  2013-Obama             that
2013-Obama...367  2013-Obama              all
2013-Obama...368  2013-Obama        society's
2013-Obama...369  2013-Obama             ills
2013-Obama...370  2013-Obama              can
2013-Obama...371  2013-Obama               be
2013-Obama...372  2013-Obama            cured
2013-Obama...373  2013-Obama          through
2013-Obama...374  2013-Obama       government
2013-Obama...375  2013-Obama            alone
2013-Obama...376  2013-Obama              our
2013-Obama...377  2013-Obama      celebration
2013-Obama...378  2013-Obama               of
2013-Obama...379  2013-Obama       initiative
2013-Obama...380  2013-Obama              and
2013-Obama...381  2013-Obama       enterprise
2013-Obama...382  2013-Obama              our
2013-Obama...383  2013-Obama       insistence
2013-Obama...384  2013-Obama               on
2013-Obama...385  2013-Obama             hard
2013-Obama...386  2013-Obama             work
2013-Obama...387  2013-Obama              and
2013-Obama...388  2013-Obama         personal
2013-Obama...389  2013-Obama   responsibility
2013-Obama...390  2013-Obama            these
2013-Obama...391  2013-Obama              are
2013-Obama...392  2013-Obama        constants
2013-Obama...393  2013-Obama               in
2013-Obama...394  2013-Obama              our
2013-Obama...395  2013-Obama        character
2013-Obama...396  2013-Obama              but
2013-Obama...397  2013-Obama               we
2013-Obama...398  2013-Obama             have
2013-Obama...399  2013-Obama           always
2013-Obama...400  2013-Obama       understood
2013-Obama...401  2013-Obama             that
2013-Obama...402  2013-Obama             when
2013-Obama...403  2013-Obama            times
2013-Obama...404  2013-Obama           change
2013-Obama...405  2013-Obama               so
2013-Obama...406  2013-Obama             must
2013-Obama...407  2013-Obama               we
2013-Obama...408  2013-Obama             that
2013-Obama...409  2013-Obama         fidelity
2013-Obama...410  2013-Obama               to
2013-Obama...411  2013-Obama              our
2013-Obama...412  2013-Obama         founding
2013-Obama...413  2013-Obama       principles
2013-Obama...414  2013-Obama         requires
2013-Obama...415  2013-Obama              new
2013-Obama...416  2013-Obama        responses
2013-Obama...417  2013-Obama               to
2013-Obama...418  2013-Obama              new
2013-Obama...419  2013-Obama       challenges
2013-Obama...420  2013-Obama             that
2013-Obama...421  2013-Obama       preserving
2013-Obama...422  2013-Obama              our
2013-Obama...423  2013-Obama       individual
2013-Obama...424  2013-Obama         freedoms
2013-Obama...425  2013-Obama       ultimately
2013-Obama...426  2013-Obama         requires
2013-Obama...427  2013-Obama       collective
2013-Obama...428  2013-Obama           action
2013-Obama...429  2013-Obama              for
2013-Obama...430  2013-Obama              the
2013-Obama...431  2013-Obama         american
2013-Obama...432  2013-Obama           people
2013-Obama...433  2013-Obama              can
2013-Obama...434  2013-Obama               no
2013-Obama...435  2013-Obama             more
2013-Obama...436  2013-Obama             meet
2013-Obama...437  2013-Obama              the
2013-Obama...438  2013-Obama          demands
2013-Obama...439  2013-Obama               of
2013-Obama...440  2013-Obama          today's
2013-Obama...441  2013-Obama            world
2013-Obama...442  2013-Obama               by
2013-Obama...443  2013-Obama           acting
2013-Obama...444  2013-Obama            alone
2013-Obama...445  2013-Obama             than
2013-Obama...446  2013-Obama         american
2013-Obama...447  2013-Obama         soldiers
2013-Obama...448  2013-Obama            could
2013-Obama...449  2013-Obama             have
2013-Obama...450  2013-Obama              met
2013-Obama...451  2013-Obama              the
2013-Obama...452  2013-Obama           forces
2013-Obama...453  2013-Obama               of
2013-Obama...454  2013-Obama          fascism
2013-Obama...455  2013-Obama               or
2013-Obama...456  2013-Obama        communism
2013-Obama...457  2013-Obama             with
2013-Obama...458  2013-Obama          muskets
2013-Obama...459  2013-Obama              and
2013-Obama...460  2013-Obama         militias
2013-Obama...461  2013-Obama               no
2013-Obama...462  2013-Obama           single
2013-Obama...463  2013-Obama           person
2013-Obama...464  2013-Obama              can
2013-Obama...465  2013-Obama            train
2013-Obama...466  2013-Obama              all
2013-Obama...467  2013-Obama              the
2013-Obama...468  2013-Obama             math
2013-Obama...469  2013-Obama              and
2013-Obama...470  2013-Obama          science
2013-Obama...471  2013-Obama         teachers
2013-Obama...472  2013-Obama            we'll
2013-Obama...473  2013-Obama             need
2013-Obama...474  2013-Obama               to
2013-Obama...475  2013-Obama            equip
2013-Obama...476  2013-Obama              our
2013-Obama...477  2013-Obama         children
2013-Obama...478  2013-Obama              for
2013-Obama...479  2013-Obama              the
2013-Obama...480  2013-Obama           future
2013-Obama...481  2013-Obama               or
2013-Obama...482  2013-Obama            build
2013-Obama...483  2013-Obama              the
2013-Obama...484  2013-Obama            roads
2013-Obama...485  2013-Obama              and
2013-Obama...486  2013-Obama         networks
2013-Obama...487  2013-Obama              and
2013-Obama...488  2013-Obama         research
2013-Obama...489  2013-Obama             labs
2013-Obama...490  2013-Obama             that
2013-Obama...491  2013-Obama             will
2013-Obama...492  2013-Obama            bring
2013-Obama...493  2013-Obama              new
2013-Obama...494  2013-Obama             jobs
2013-Obama...495  2013-Obama              and
2013-Obama...496  2013-Obama       businesses
2013-Obama...497  2013-Obama               to
2013-Obama...498  2013-Obama              our
2013-Obama...499  2013-Obama           shores
2013-Obama...500  2013-Obama              now
2013-Obama...501  2013-Obama             more
2013-Obama...502  2013-Obama             than
2013-Obama...503  2013-Obama             ever
2013-Obama...504  2013-Obama               we
2013-Obama...505  2013-Obama             must
2013-Obama...506  2013-Obama               do
2013-Obama...507  2013-Obama            these
2013-Obama...508  2013-Obama           things
2013-Obama...509  2013-Obama         together
2013-Obama...510  2013-Obama               as
2013-Obama...511  2013-Obama              one
2013-Obama...512  2013-Obama           nation
2013-Obama...513  2013-Obama              and
2013-Obama...514  2013-Obama              one
2013-Obama...515  2013-Obama           people
2013-Obama...516  2013-Obama             this
2013-Obama...517  2013-Obama       generation
2013-Obama...518  2013-Obama               of
2013-Obama...519  2013-Obama        americans
2013-Obama...520  2013-Obama              has
2013-Obama...521  2013-Obama             been
2013-Obama...522  2013-Obama           tested
2013-Obama...523  2013-Obama               by
2013-Obama...524  2013-Obama           crises
2013-Obama...525  2013-Obama             that
2013-Obama...526  2013-Obama          steeled
2013-Obama...527  2013-Obama              our
2013-Obama...528  2013-Obama          resolve
2013-Obama...529  2013-Obama              and
2013-Obama...530  2013-Obama           proved
2013-Obama...531  2013-Obama              our
2013-Obama...532  2013-Obama       resilience
2013-Obama...533  2013-Obama                a
2013-Obama...534  2013-Obama           decade
2013-Obama...535  2013-Obama               of
2013-Obama...536  2013-Obama              war
2013-Obama...537  2013-Obama               is
2013-Obama...538  2013-Obama              now
2013-Obama...539  2013-Obama           ending
2013-Obama...540  2013-Obama               an
2013-Obama...541  2013-Obama         economic
2013-Obama...542  2013-Obama         recovery
2013-Obama...543  2013-Obama              has
2013-Obama...544  2013-Obama            begun
2013-Obama...545  2013-Obama        america's
2013-Obama...546  2013-Obama    possibilities
2013-Obama...547  2013-Obama              are
2013-Obama...548  2013-Obama        limitless
2013-Obama...549  2013-Obama              for
2013-Obama...550  2013-Obama               we
2013-Obama...551  2013-Obama          possess
2013-Obama...552  2013-Obama              all
2013-Obama...553  2013-Obama              the
2013-Obama...554  2013-Obama        qualities
2013-Obama...555  2013-Obama             that
2013-Obama...556  2013-Obama             this
2013-Obama...557  2013-Obama            world
2013-Obama...558  2013-Obama          without
2013-Obama...559  2013-Obama       boundaries
2013-Obama...560  2013-Obama          demands
2013-Obama...561  2013-Obama            youth
2013-Obama...562  2013-Obama              and
2013-Obama...563  2013-Obama            drive
2013-Obama...564  2013-Obama        diversity
2013-Obama...565  2013-Obama              and
2013-Obama...566  2013-Obama         openness
2013-Obama...567  2013-Obama               an
2013-Obama...568  2013-Obama          endless
2013-Obama...569  2013-Obama         capacity
2013-Obama...570  2013-Obama              for
2013-Obama...571  2013-Obama             risk
2013-Obama...572  2013-Obama              and
2013-Obama...573  2013-Obama                a
2013-Obama...574  2013-Obama             gift
2013-Obama...575  2013-Obama              for
2013-Obama...576  2013-Obama      reinvention
2013-Obama...577  2013-Obama               my
2013-Obama...578  2013-Obama           fellow
2013-Obama...579  2013-Obama        americans
2013-Obama...580  2013-Obama               we
2013-Obama...581  2013-Obama              are
2013-Obama...582  2013-Obama             made
2013-Obama...583  2013-Obama              for
2013-Obama...584  2013-Obama             this
2013-Obama...585  2013-Obama           moment
2013-Obama...586  2013-Obama              and
2013-Obama...587  2013-Obama               we
2013-Obama...588  2013-Obama             will
2013-Obama...589  2013-Obama            seize
2013-Obama...590  2013-Obama               it
2013-Obama...591  2013-Obama               so
2013-Obama...592  2013-Obama             long
2013-Obama...593  2013-Obama               as
2013-Obama...594  2013-Obama               we
2013-Obama...595  2013-Obama            seize
2013-Obama...596  2013-Obama               it
2013-Obama...597  2013-Obama         together
2013-Obama...598  2013-Obama              for
2013-Obama...599  2013-Obama               we
2013-Obama...600  2013-Obama              the
2013-Obama...601  2013-Obama           people
2013-Obama...602  2013-Obama       understand
2013-Obama...603  2013-Obama             that
2013-Obama...604  2013-Obama              our
2013-Obama...605  2013-Obama          country
2013-Obama...606  2013-Obama           cannot
2013-Obama...607  2013-Obama          succeed
2013-Obama...608  2013-Obama             when
2013-Obama...609  2013-Obama                a
2013-Obama...610  2013-Obama        shrinking
2013-Obama...611  2013-Obama              few
2013-Obama...612  2013-Obama               do
2013-Obama...613  2013-Obama             very
2013-Obama...614  2013-Obama             well
2013-Obama...615  2013-Obama              and
2013-Obama...616  2013-Obama                a
2013-Obama...617  2013-Obama          growing
2013-Obama...618  2013-Obama             many
2013-Obama...619  2013-Obama           barely
2013-Obama...620  2013-Obama             make
2013-Obama...621  2013-Obama               it
2013-Obama...622  2013-Obama               we
2013-Obama...623  2013-Obama          believe
2013-Obama...624  2013-Obama             that
2013-Obama...625  2013-Obama        america's
2013-Obama...626  2013-Obama       prosperity
2013-Obama...627  2013-Obama             must
2013-Obama...628  2013-Obama             rest
2013-Obama...629  2013-Obama             upon
2013-Obama...630  2013-Obama              the
2013-Obama...631  2013-Obama            broad
2013-Obama...632  2013-Obama        shoulders
2013-Obama...633  2013-Obama               of
2013-Obama...634  2013-Obama                a
2013-Obama...635  2013-Obama           rising
2013-Obama...636  2013-Obama           middle
2013-Obama...637  2013-Obama            class
2013-Obama...638  2013-Obama               we
2013-Obama...639  2013-Obama             know
2013-Obama...640  2013-Obama             that
2013-Obama...641  2013-Obama          america
2013-Obama...642  2013-Obama          thrives
2013-Obama...643  2013-Obama             when
2013-Obama...644  2013-Obama            every
2013-Obama...645  2013-Obama           person
2013-Obama...646  2013-Obama              can
2013-Obama...647  2013-Obama             find
2013-Obama...648  2013-Obama     independence
2013-Obama...649  2013-Obama              and
2013-Obama...650  2013-Obama            pride
2013-Obama...651  2013-Obama               in
2013-Obama...652  2013-Obama            their
2013-Obama...653  2013-Obama             work
2013-Obama...654  2013-Obama             when
2013-Obama...655  2013-Obama              the
2013-Obama...656  2013-Obama            wages
2013-Obama...657  2013-Obama               of
2013-Obama...658  2013-Obama           honest
2013-Obama...659  2013-Obama            labor
2013-Obama...660  2013-Obama         liberate
2013-Obama...661  2013-Obama         families
2013-Obama...662  2013-Obama             from
2013-Obama...663  2013-Obama              the
2013-Obama...664  2013-Obama            brink
2013-Obama...665  2013-Obama               of
2013-Obama...666  2013-Obama         hardship
2013-Obama...667  2013-Obama               we
2013-Obama...668  2013-Obama              are
2013-Obama...669  2013-Obama             true
2013-Obama...670  2013-Obama               to
2013-Obama...671  2013-Obama              our
2013-Obama...672  2013-Obama            creed
2013-Obama...673  2013-Obama             when
2013-Obama...674  2013-Obama                a
2013-Obama...675  2013-Obama           little
2013-Obama...676  2013-Obama             girl
2013-Obama...677  2013-Obama             born
2013-Obama...678  2013-Obama             into
2013-Obama...679  2013-Obama              the
2013-Obama...680  2013-Obama         bleakest
2013-Obama...681  2013-Obama          poverty
2013-Obama...682  2013-Obama            knows
2013-Obama...683  2013-Obama             that
2013-Obama...684  2013-Obama              she
2013-Obama...685  2013-Obama              has
2013-Obama...686  2013-Obama              the
2013-Obama...687  2013-Obama             same
2013-Obama...688  2013-Obama           chance
2013-Obama...689  2013-Obama               to
2013-Obama...690  2013-Obama          succeed
2013-Obama...691  2013-Obama               as
2013-Obama...692  2013-Obama          anybody
2013-Obama...693  2013-Obama             else
2013-Obama...694  2013-Obama          because
2013-Obama...695  2013-Obama              she
2013-Obama...696  2013-Obama               is
2013-Obama...697  2013-Obama               an
2013-Obama...698  2013-Obama         american
2013-Obama...699  2013-Obama              she
2013-Obama...700  2013-Obama               is
2013-Obama...701  2013-Obama             free
2013-Obama...702  2013-Obama              and
2013-Obama...703  2013-Obama              she
2013-Obama...704  2013-Obama               is
2013-Obama...705  2013-Obama            equal
2013-Obama...706  2013-Obama              not
2013-Obama...707  2013-Obama             just
2013-Obama...708  2013-Obama               in
2013-Obama...709  2013-Obama              the
2013-Obama...710  2013-Obama             eyes
2013-Obama...711  2013-Obama               of
2013-Obama...712  2013-Obama              god
2013-Obama...713  2013-Obama              but
2013-Obama...714  2013-Obama             also
2013-Obama...715  2013-Obama               in
2013-Obama...716  2013-Obama              our
2013-Obama...717  2013-Obama              own
2013-Obama...718  2013-Obama               we
2013-Obama...719  2013-Obama       understand
2013-Obama...720  2013-Obama             that
2013-Obama...721  2013-Obama          outworn
2013-Obama...722  2013-Obama         programs
2013-Obama...723  2013-Obama              are
2013-Obama...724  2013-Obama       inadequate
2013-Obama...725  2013-Obama               to
2013-Obama...726  2013-Obama              the
2013-Obama...727  2013-Obama            needs
2013-Obama...728  2013-Obama               of
2013-Obama...729  2013-Obama              our
2013-Obama...730  2013-Obama             time
2013-Obama...731  2013-Obama               so
2013-Obama...732  2013-Obama               we
2013-Obama...733  2013-Obama             must
2013-Obama...734  2013-Obama          harness
2013-Obama...735  2013-Obama              new
2013-Obama...736  2013-Obama            ideas
2013-Obama...737  2013-Obama              and
2013-Obama...738  2013-Obama       technology
2013-Obama...739  2013-Obama               to
2013-Obama...740  2013-Obama           remake
2013-Obama...741  2013-Obama              our
2013-Obama...742  2013-Obama       government
2013-Obama...743  2013-Obama           revamp
2013-Obama...744  2013-Obama              our
2013-Obama...745  2013-Obama              tax
2013-Obama...746  2013-Obama             code
2013-Obama...747  2013-Obama           reform
2013-Obama...748  2013-Obama              our
2013-Obama...749  2013-Obama          schools
2013-Obama...750  2013-Obama              and
2013-Obama...751  2013-Obama          empower
2013-Obama...752  2013-Obama              our
2013-Obama...753  2013-Obama         citizens
2013-Obama...754  2013-Obama             with
2013-Obama...755  2013-Obama              the
2013-Obama...756  2013-Obama           skills
2013-Obama...757  2013-Obama             they
2013-Obama...758  2013-Obama             need
2013-Obama...759  2013-Obama               to
2013-Obama...760  2013-Obama             work
2013-Obama...761  2013-Obama           harder
2013-Obama...762  2013-Obama            learn
2013-Obama...763  2013-Obama             more
2013-Obama...764  2013-Obama            reach
2013-Obama...765  2013-Obama           higher
2013-Obama...766  2013-Obama              but
2013-Obama...767  2013-Obama            while
2013-Obama...768  2013-Obama              the
2013-Obama...769  2013-Obama            means
2013-Obama...770  2013-Obama             will
2013-Obama...771  2013-Obama           change
2013-Obama...772  2013-Obama              our
2013-Obama...773  2013-Obama          purpose
2013-Obama...774  2013-Obama          endures
2013-Obama...775  2013-Obama                a
2013-Obama...776  2013-Obama           nation
2013-Obama...777  2013-Obama             that
2013-Obama...778  2013-Obama          rewards
2013-Obama...779  2013-Obama              the
2013-Obama...780  2013-Obama           effort
2013-Obama...781  2013-Obama              and
2013-Obama...782  2013-Obama    determination
2013-Obama...783  2013-Obama               of
2013-Obama...784  2013-Obama            every
2013-Obama...785  2013-Obama           single
2013-Obama...786  2013-Obama         american
2013-Obama...787  2013-Obama             that
2013-Obama...788  2013-Obama               is
2013-Obama...789  2013-Obama             what
2013-Obama...790  2013-Obama             this
2013-Obama...791  2013-Obama           moment
2013-Obama...792  2013-Obama         requires
2013-Obama...793  2013-Obama             that
2013-Obama...794  2013-Obama               is
2013-Obama...795  2013-Obama             what
2013-Obama...796  2013-Obama             will
2013-Obama...797  2013-Obama             give
2013-Obama...798  2013-Obama             real
2013-Obama...799  2013-Obama          meaning
2013-Obama...800  2013-Obama               to
2013-Obama...801  2013-Obama              our
2013-Obama...802  2013-Obama            creed
2013-Obama...803  2013-Obama               we
2013-Obama...804  2013-Obama              the
2013-Obama...805  2013-Obama           people
2013-Obama...806  2013-Obama            still
2013-Obama...807  2013-Obama          believe
2013-Obama...808  2013-Obama             that
2013-Obama...809  2013-Obama            every
2013-Obama...810  2013-Obama          citizen
2013-Obama...811  2013-Obama         deserves
2013-Obama...812  2013-Obama                a
2013-Obama...813  2013-Obama            basic
2013-Obama...814  2013-Obama          measure
2013-Obama...815  2013-Obama               of
2013-Obama...816  2013-Obama         security
2013-Obama...817  2013-Obama              and
2013-Obama...818  2013-Obama          dignity
2013-Obama...819  2013-Obama               we
2013-Obama...820  2013-Obama             must
2013-Obama...821  2013-Obama             make
2013-Obama...822  2013-Obama              the
2013-Obama...823  2013-Obama             hard
2013-Obama...824  2013-Obama          choices
2013-Obama...825  2013-Obama               to
2013-Obama...826  2013-Obama           reduce
2013-Obama...827  2013-Obama              the
2013-Obama...828  2013-Obama             cost
2013-Obama...829  2013-Obama               of
2013-Obama...830  2013-Obama           health
2013-Obama...831  2013-Obama             care
2013-Obama...832  2013-Obama              and
2013-Obama...833  2013-Obama              the
2013-Obama...834  2013-Obama             size
2013-Obama...835  2013-Obama               of
2013-Obama...836  2013-Obama              our
2013-Obama...837  2013-Obama          deficit
2013-Obama...838  2013-Obama              but
2013-Obama...839  2013-Obama               we
2013-Obama...840  2013-Obama           reject
2013-Obama...841  2013-Obama              the
2013-Obama...842  2013-Obama           belief
2013-Obama...843  2013-Obama             that
2013-Obama...844  2013-Obama          america
2013-Obama...845  2013-Obama             must
2013-Obama...846  2013-Obama           choose
2013-Obama...847  2013-Obama          between
2013-Obama...848  2013-Obama           caring
2013-Obama...849  2013-Obama              for
2013-Obama...850  2013-Obama              the
2013-Obama...851  2013-Obama       generation
2013-Obama...852  2013-Obama             that
2013-Obama...853  2013-Obama            built
2013-Obama...854  2013-Obama             this
2013-Obama...855  2013-Obama          country
2013-Obama...856  2013-Obama              and
2013-Obama...857  2013-Obama        investing
2013-Obama...858  2013-Obama               in
2013-Obama...859  2013-Obama              the
2013-Obama...860  2013-Obama       generation
2013-Obama...861  2013-Obama             that
2013-Obama...862  2013-Obama             will
2013-Obama...863  2013-Obama            build
2013-Obama...864  2013-Obama              its
2013-Obama...865  2013-Obama           future
2013-Obama...866  2013-Obama              for
2013-Obama...867  2013-Obama               we
2013-Obama...868  2013-Obama         remember
2013-Obama...869  2013-Obama              the
2013-Obama...870  2013-Obama          lessons
2013-Obama...871  2013-Obama               of
2013-Obama...872  2013-Obama              our
2013-Obama...873  2013-Obama             past
2013-Obama...874  2013-Obama             when
2013-Obama...875  2013-Obama         twilight
2013-Obama...876  2013-Obama            years
2013-Obama...877  2013-Obama             were
2013-Obama...878  2013-Obama            spent
2013-Obama...879  2013-Obama               in
2013-Obama...880  2013-Obama          poverty
2013-Obama...881  2013-Obama              and
2013-Obama...882  2013-Obama          parents
2013-Obama...883  2013-Obama               of
2013-Obama...884  2013-Obama                a
2013-Obama...885  2013-Obama            child
2013-Obama...886  2013-Obama             with
2013-Obama...887  2013-Obama                a
2013-Obama...888  2013-Obama       disability
2013-Obama...889  2013-Obama              had
2013-Obama...890  2013-Obama          nowhere
2013-Obama...891  2013-Obama               to
2013-Obama...892  2013-Obama             turn
2013-Obama...893  2013-Obama               we
2013-Obama...894  2013-Obama               do
2013-Obama...895  2013-Obama              not
2013-Obama...896  2013-Obama          believe
2013-Obama...897  2013-Obama             that
2013-Obama...898  2013-Obama               in
2013-Obama...899  2013-Obama             this
2013-Obama...900  2013-Obama          country
2013-Obama...901  2013-Obama          freedom
2013-Obama...902  2013-Obama               is
2013-Obama...903  2013-Obama         reserved
2013-Obama...904  2013-Obama              for
2013-Obama...905  2013-Obama              the
2013-Obama...906  2013-Obama            lucky
2013-Obama...907  2013-Obama               or
2013-Obama...908  2013-Obama        happiness
2013-Obama...909  2013-Obama              for
2013-Obama...910  2013-Obama              the
2013-Obama...911  2013-Obama              few
2013-Obama...912  2013-Obama               we
2013-Obama...913  2013-Obama        recognize
2013-Obama...914  2013-Obama             that
2013-Obama...915  2013-Obama               no
2013-Obama...916  2013-Obama           matter
2013-Obama...917  2013-Obama              how
2013-Obama...918  2013-Obama      responsibly
2013-Obama...919  2013-Obama               we
2013-Obama...920  2013-Obama             live
2013-Obama...921  2013-Obama              our
2013-Obama...922  2013-Obama            lives
2013-Obama...923  2013-Obama              any
2013-Obama...924  2013-Obama              one
2013-Obama...925  2013-Obama               of
2013-Obama...926  2013-Obama               us
2013-Obama...927  2013-Obama               at
2013-Obama...928  2013-Obama              any
2013-Obama...929  2013-Obama             time
2013-Obama...930  2013-Obama              may
2013-Obama...931  2013-Obama             face
2013-Obama...932  2013-Obama                a
2013-Obama...933  2013-Obama              job
2013-Obama...934  2013-Obama             loss
2013-Obama...935  2013-Obama               or
2013-Obama...936  2013-Obama                a
2013-Obama...937  2013-Obama           sudden
2013-Obama...938  2013-Obama          illness
2013-Obama...939  2013-Obama               or
2013-Obama...940  2013-Obama                a
2013-Obama...941  2013-Obama             home
2013-Obama...942  2013-Obama            swept
2013-Obama...943  2013-Obama             away
2013-Obama...944  2013-Obama               in
2013-Obama...945  2013-Obama                a
2013-Obama...946  2013-Obama         terrible
2013-Obama...947  2013-Obama            storm
2013-Obama...948  2013-Obama              the
2013-Obama...949  2013-Obama      commitments
2013-Obama...950  2013-Obama               we
2013-Obama...951  2013-Obama             make
2013-Obama...952  2013-Obama               to
2013-Obama...953  2013-Obama             each
2013-Obama...954  2013-Obama            other
2013-Obama...955  2013-Obama          through
2013-Obama...956  2013-Obama         medicare
2013-Obama...957  2013-Obama              and
2013-Obama...958  2013-Obama         medicaid
2013-Obama...959  2013-Obama              and
2013-Obama...960  2013-Obama           social
2013-Obama...961  2013-Obama         security
2013-Obama...962  2013-Obama            these
2013-Obama...963  2013-Obama           things
2013-Obama...964  2013-Obama               do
2013-Obama...965  2013-Obama              not
2013-Obama...966  2013-Obama              sap
2013-Obama...967  2013-Obama              our
2013-Obama...968  2013-Obama       initiative
2013-Obama...969  2013-Obama             they
2013-Obama...970  2013-Obama       strengthen
2013-Obama...971  2013-Obama               us
2013-Obama...972  2013-Obama             they
2013-Obama...973  2013-Obama               do
2013-Obama...974  2013-Obama              not
2013-Obama...975  2013-Obama             make
2013-Obama...976  2013-Obama               us
2013-Obama...977  2013-Obama                a
2013-Obama...978  2013-Obama           nation
2013-Obama...979  2013-Obama               of
2013-Obama...980  2013-Obama           takers
2013-Obama...981  2013-Obama             they
2013-Obama...982  2013-Obama             free
2013-Obama...983  2013-Obama               us
2013-Obama...984  2013-Obama               to
2013-Obama...985  2013-Obama             take
2013-Obama...986  2013-Obama              the
2013-Obama...987  2013-Obama            risks
2013-Obama...988  2013-Obama             that
2013-Obama...989  2013-Obama             make
2013-Obama...990  2013-Obama             this
2013-Obama...991  2013-Obama          country
2013-Obama...992  2013-Obama            great
2013-Obama...993  2013-Obama               we
2013-Obama...994  2013-Obama              the
2013-Obama...995  2013-Obama           people
2013-Obama...996  2013-Obama            still
2013-Obama...997  2013-Obama          believe
2013-Obama...998  2013-Obama             that
2013-Obama...999  2013-Obama              our
2013-Obama...1000 2013-Obama      obligations
2013-Obama...1001 2013-Obama               as
2013-Obama...1002 2013-Obama        americans
2013-Obama...1003 2013-Obama              are
2013-Obama...1004 2013-Obama              not
2013-Obama...1005 2013-Obama             just
2013-Obama...1006 2013-Obama               to
2013-Obama...1007 2013-Obama        ourselves
2013-Obama...1008 2013-Obama              but
2013-Obama...1009 2013-Obama               to
2013-Obama...1010 2013-Obama              all
2013-Obama...1011 2013-Obama        posterity
2013-Obama...1012 2013-Obama               we
2013-Obama...1013 2013-Obama             will
2013-Obama...1014 2013-Obama          respond
2013-Obama...1015 2013-Obama               to
2013-Obama...1016 2013-Obama              the
2013-Obama...1017 2013-Obama           threat
2013-Obama...1018 2013-Obama               of
2013-Obama...1019 2013-Obama          climate
2013-Obama...1020 2013-Obama           change
2013-Obama...1021 2013-Obama          knowing
2013-Obama...1022 2013-Obama             that
2013-Obama...1023 2013-Obama              the
2013-Obama...1024 2013-Obama          failure
2013-Obama...1025 2013-Obama               to
2013-Obama...1026 2013-Obama               do
2013-Obama...1027 2013-Obama               so
2013-Obama...1028 2013-Obama            would
2013-Obama...1029 2013-Obama           betray
2013-Obama...1030 2013-Obama              our
2013-Obama...1031 2013-Obama         children
2013-Obama...1032 2013-Obama              and
2013-Obama...1033 2013-Obama           future
2013-Obama...1034 2013-Obama      generations
2013-Obama...1035 2013-Obama             some
2013-Obama...1036 2013-Obama              may
2013-Obama...1037 2013-Obama            still
2013-Obama...1038 2013-Obama             deny
2013-Obama...1039 2013-Obama              the
2013-Obama...1040 2013-Obama     overwhelming
2013-Obama...1041 2013-Obama         judgment
2013-Obama...1042 2013-Obama               of
2013-Obama...1043 2013-Obama          science
2013-Obama...1044 2013-Obama              but
2013-Obama...1045 2013-Obama             none
2013-Obama...1046 2013-Obama              can
2013-Obama...1047 2013-Obama            avoid
2013-Obama...1048 2013-Obama              the
2013-Obama...1049 2013-Obama      devastating
2013-Obama...1050 2013-Obama           impact
2013-Obama...1051 2013-Obama               of
2013-Obama...1052 2013-Obama           raging
2013-Obama...1053 2013-Obama            fires
2013-Obama...1054 2013-Obama              and
2013-Obama...1055 2013-Obama        crippling
2013-Obama...1056 2013-Obama          drought
2013-Obama...1057 2013-Obama              and
2013-Obama...1058 2013-Obama             more
2013-Obama...1059 2013-Obama         powerful
2013-Obama...1060 2013-Obama           storms
2013-Obama...1061 2013-Obama              the
2013-Obama...1062 2013-Obama             path
2013-Obama...1063 2013-Obama          towards
2013-Obama...1064 2013-Obama      sustainable
2013-Obama...1065 2013-Obama           energy
2013-Obama...1066 2013-Obama          sources
2013-Obama...1067 2013-Obama             will
2013-Obama...1068 2013-Obama               be
2013-Obama...1069 2013-Obama             long
2013-Obama...1070 2013-Obama              and
2013-Obama...1071 2013-Obama        sometimes
2013-Obama...1072 2013-Obama        difficult
2013-Obama...1073 2013-Obama              but
2013-Obama...1074 2013-Obama          america
2013-Obama...1075 2013-Obama           cannot
2013-Obama...1076 2013-Obama           resist
2013-Obama...1077 2013-Obama             this
2013-Obama...1078 2013-Obama       transition
2013-Obama...1079 2013-Obama               we
2013-Obama...1080 2013-Obama             must
2013-Obama...1081 2013-Obama             lead
2013-Obama...1082 2013-Obama               it
2013-Obama...1083 2013-Obama               we
2013-Obama...1084 2013-Obama           cannot
2013-Obama...1085 2013-Obama             cede
2013-Obama...1086 2013-Obama               to
2013-Obama...1087 2013-Obama            other
2013-Obama...1088 2013-Obama          nations
2013-Obama...1089 2013-Obama              the
2013-Obama...1090 2013-Obama       technology
2013-Obama...1091 2013-Obama             that
2013-Obama...1092 2013-Obama             will
2013-Obama...1093 2013-Obama            power
2013-Obama...1094 2013-Obama              new
2013-Obama...1095 2013-Obama             jobs
2013-Obama...1096 2013-Obama              and
2013-Obama...1097 2013-Obama              new
2013-Obama...1098 2013-Obama       industries
2013-Obama...1099 2013-Obama               we
2013-Obama...1100 2013-Obama             must
2013-Obama...1101 2013-Obama            claim
2013-Obama...1102 2013-Obama              its
2013-Obama...1103 2013-Obama          promise
2013-Obama...1104 2013-Obama           that's
2013-Obama...1105 2013-Obama              how
2013-Obama...1106 2013-Obama               we
2013-Obama...1107 2013-Obama             will
2013-Obama...1108 2013-Obama         maintain
2013-Obama...1109 2013-Obama              our
2013-Obama...1110 2013-Obama         economic
2013-Obama...1111 2013-Obama         vitality
2013-Obama...1112 2013-Obama              and
2013-Obama...1113 2013-Obama              our
2013-Obama...1114 2013-Obama         national
2013-Obama...1115 2013-Obama         treasure
2013-Obama...1116 2013-Obama              our
2013-Obama...1117 2013-Obama          forests
2013-Obama...1118 2013-Obama              and
2013-Obama...1119 2013-Obama        waterways
2013-Obama...1120 2013-Obama              our
2013-Obama...1121 2013-Obama             crop
2013-Obama...1122 2013-Obama            lands
2013-Obama...1123 2013-Obama              and
2013-Obama...1124 2013-Obama             snow
2013-Obama...1125 2013-Obama           capped
2013-Obama...1126 2013-Obama            peaks
2013-Obama...1127 2013-Obama             that
2013-Obama...1128 2013-Obama               is
2013-Obama...1129 2013-Obama              how
2013-Obama...1130 2013-Obama               we
2013-Obama...1131 2013-Obama             will
2013-Obama...1132 2013-Obama         preserve
2013-Obama...1133 2013-Obama              our
2013-Obama...1134 2013-Obama           planet
2013-Obama...1135 2013-Obama        commanded
2013-Obama...1136 2013-Obama               to
2013-Obama...1137 2013-Obama              our
2013-Obama...1138 2013-Obama             care
2013-Obama...1139 2013-Obama               by
2013-Obama...1140 2013-Obama              god
2013-Obama...1141 2013-Obama           that's
2013-Obama...1142 2013-Obama             what
2013-Obama...1143 2013-Obama             will
2013-Obama...1144 2013-Obama             lend
2013-Obama...1145 2013-Obama          meaning
2013-Obama...1146 2013-Obama               to
2013-Obama...1147 2013-Obama              the
2013-Obama...1148 2013-Obama            creed
2013-Obama...1149 2013-Obama              our
2013-Obama...1150 2013-Obama          fathers
2013-Obama...1151 2013-Obama             once
2013-Obama...1152 2013-Obama         declared
2013-Obama...1153 2013-Obama               we
2013-Obama...1154 2013-Obama              the
2013-Obama...1155 2013-Obama           people
2013-Obama...1156 2013-Obama            still
2013-Obama...1157 2013-Obama          believe
2013-Obama...1158 2013-Obama             that
2013-Obama...1159 2013-Obama         enduring
2013-Obama...1160 2013-Obama         security
2013-Obama...1161 2013-Obama              and
2013-Obama...1162 2013-Obama          lasting
2013-Obama...1163 2013-Obama            peace
2013-Obama...1164 2013-Obama               do
2013-Obama...1165 2013-Obama              not
2013-Obama...1166 2013-Obama          require
2013-Obama...1167 2013-Obama        perpetual
2013-Obama...1168 2013-Obama              war
2013-Obama...1169 2013-Obama              our
2013-Obama...1170 2013-Obama            brave
2013-Obama...1171 2013-Obama              men
2013-Obama...1172 2013-Obama              and
2013-Obama...1173 2013-Obama            women
2013-Obama...1174 2013-Obama               in
2013-Obama...1175 2013-Obama          uniform
2013-Obama...1176 2013-Obama         tempered
2013-Obama...1177 2013-Obama               by
2013-Obama...1178 2013-Obama              the
2013-Obama...1179 2013-Obama           flames
2013-Obama...1180 2013-Obama               of
2013-Obama...1181 2013-Obama           battle
2013-Obama...1182 2013-Obama              are
2013-Obama...1183 2013-Obama        unmatched
2013-Obama...1184 2013-Obama               in
2013-Obama...1185 2013-Obama            skill
2013-Obama...1186 2013-Obama              and
2013-Obama...1187 2013-Obama          courage
2013-Obama...1188 2013-Obama              our
2013-Obama...1189 2013-Obama         citizens
2013-Obama...1190 2013-Obama           seared
2013-Obama...1191 2013-Obama               by
2013-Obama...1192 2013-Obama              the
2013-Obama...1193 2013-Obama           memory
2013-Obama...1194 2013-Obama               of
2013-Obama...1195 2013-Obama            those
2013-Obama...1196 2013-Obama               we
2013-Obama...1197 2013-Obama             have
2013-Obama...1198 2013-Obama             lost
2013-Obama...1199 2013-Obama             know
2013-Obama...1200 2013-Obama              too
2013-Obama...1201 2013-Obama             well
2013-Obama...1202 2013-Obama              the
2013-Obama...1203 2013-Obama            price
2013-Obama...1204 2013-Obama             that
2013-Obama...1205 2013-Obama               is
2013-Obama...1206 2013-Obama             paid
2013-Obama...1207 2013-Obama              for
2013-Obama...1208 2013-Obama          liberty
2013-Obama...1209 2013-Obama              the
2013-Obama...1210 2013-Obama        knowledge
2013-Obama...1211 2013-Obama               of
2013-Obama...1212 2013-Obama            their
2013-Obama...1213 2013-Obama        sacrifice
2013-Obama...1214 2013-Obama             will
2013-Obama...1215 2013-Obama             keep
2013-Obama...1216 2013-Obama               us
2013-Obama...1217 2013-Obama          forever
2013-Obama...1218 2013-Obama         vigilant
2013-Obama...1219 2013-Obama          against
2013-Obama...1220 2013-Obama            those
2013-Obama...1221 2013-Obama              who
2013-Obama...1222 2013-Obama            would
2013-Obama...1223 2013-Obama               do
2013-Obama...1224 2013-Obama               us
2013-Obama...1225 2013-Obama             harm
2013-Obama...1226 2013-Obama              but
2013-Obama...1227 2013-Obama               we
2013-Obama...1228 2013-Obama              are
2013-Obama...1229 2013-Obama             also
2013-Obama...1230 2013-Obama            heirs
2013-Obama...1231 2013-Obama               to
2013-Obama...1232 2013-Obama            those
2013-Obama...1233 2013-Obama              who
2013-Obama...1234 2013-Obama              won
2013-Obama...1235 2013-Obama              the
2013-Obama...1236 2013-Obama            peace
2013-Obama...1237 2013-Obama              and
2013-Obama...1238 2013-Obama              not
2013-Obama...1239 2013-Obama             just
2013-Obama...1240 2013-Obama              the
2013-Obama...1241 2013-Obama              war
2013-Obama...1242 2013-Obama              who
2013-Obama...1243 2013-Obama           turned
2013-Obama...1244 2013-Obama            sworn
2013-Obama...1245 2013-Obama          enemies
2013-Obama...1246 2013-Obama             into
2013-Obama...1247 2013-Obama              the
2013-Obama...1248 2013-Obama           surest
2013-Obama...1249 2013-Obama               of
2013-Obama...1250 2013-Obama          friends
2013-Obama...1251 2013-Obama              and
2013-Obama...1252 2013-Obama               we
2013-Obama...1253 2013-Obama             must
2013-Obama...1254 2013-Obama            carry
2013-Obama...1255 2013-Obama            those
2013-Obama...1256 2013-Obama          lessons
2013-Obama...1257 2013-Obama             into
2013-Obama...1258 2013-Obama             this
2013-Obama...1259 2013-Obama             time
2013-Obama...1260 2013-Obama               as
2013-Obama...1261 2013-Obama             well
2013-Obama...1262 2013-Obama               we
2013-Obama...1263 2013-Obama             will
2013-Obama...1264 2013-Obama           defend
2013-Obama...1265 2013-Obama              our
2013-Obama...1266 2013-Obama           people
2013-Obama...1267 2013-Obama              and
2013-Obama...1268 2013-Obama           uphold
2013-Obama...1269 2013-Obama              our
2013-Obama...1270 2013-Obama           values
2013-Obama...1271 2013-Obama          through
2013-Obama...1272 2013-Obama         strength
2013-Obama...1273 2013-Obama               of
2013-Obama...1274 2013-Obama             arms
2013-Obama...1275 2013-Obama              and
2013-Obama...1276 2013-Obama             rule
2013-Obama...1277 2013-Obama               of
2013-Obama...1278 2013-Obama              law
2013-Obama...1279 2013-Obama               we
2013-Obama...1280 2013-Obama             will
2013-Obama...1281 2013-Obama             show
2013-Obama...1282 2013-Obama              the
2013-Obama...1283 2013-Obama          courage
2013-Obama...1284 2013-Obama               to
2013-Obama...1285 2013-Obama              try
2013-Obama...1286 2013-Obama              and
2013-Obama...1287 2013-Obama          resolve
2013-Obama...1288 2013-Obama              our
2013-Obama...1289 2013-Obama      differences
2013-Obama...1290 2013-Obama             with
2013-Obama...1291 2013-Obama            other
2013-Obama...1292 2013-Obama          nations
2013-Obama...1293 2013-Obama       peacefully
2013-Obama...1294 2013-Obama              not
2013-Obama...1295 2013-Obama          because
2013-Obama...1296 2013-Obama               we
2013-Obama...1297 2013-Obama              are
2013-Obama...1298 2013-Obama            naive
2013-Obama...1299 2013-Obama            about
2013-Obama...1300 2013-Obama              the
2013-Obama...1301 2013-Obama          dangers
2013-Obama...1302 2013-Obama               we
2013-Obama...1303 2013-Obama             face
2013-Obama...1304 2013-Obama              but
2013-Obama...1305 2013-Obama          because
2013-Obama...1306 2013-Obama       engagement
2013-Obama...1307 2013-Obama              can
2013-Obama...1308 2013-Obama             more
2013-Obama...1309 2013-Obama          durably
2013-Obama...1310 2013-Obama             lift
2013-Obama...1311 2013-Obama        suspicion
2013-Obama...1312 2013-Obama              and
2013-Obama...1313 2013-Obama             fear
2013-Obama...1314 2013-Obama          america
2013-Obama...1315 2013-Obama             will
2013-Obama...1316 2013-Obama           remain
2013-Obama...1317 2013-Obama              the
2013-Obama...1318 2013-Obama           anchor
2013-Obama...1319 2013-Obama               of
2013-Obama...1320 2013-Obama           strong
2013-Obama...1321 2013-Obama        alliances
2013-Obama...1322 2013-Obama               in
2013-Obama...1323 2013-Obama            every
2013-Obama...1324 2013-Obama           corner
2013-Obama...1325 2013-Obama               of
2013-Obama...1326 2013-Obama              the
2013-Obama...1327 2013-Obama            globe
2013-Obama...1328 2013-Obama              and
2013-Obama...1329 2013-Obama               we
2013-Obama...1330 2013-Obama             will
2013-Obama...1331 2013-Obama            renew
2013-Obama...1332 2013-Obama            those
2013-Obama...1333 2013-Obama     institutions
2013-Obama...1334 2013-Obama             that
2013-Obama...1335 2013-Obama           extend
2013-Obama...1336 2013-Obama              our
2013-Obama...1337 2013-Obama         capacity
2013-Obama...1338 2013-Obama               to
2013-Obama...1339 2013-Obama           manage
2013-Obama...1340 2013-Obama           crisis
2013-Obama...1341 2013-Obama           abroad
2013-Obama...1342 2013-Obama              for
2013-Obama...1343 2013-Obama               no
2013-Obama...1344 2013-Obama              one
2013-Obama...1345 2013-Obama              has
2013-Obama...1346 2013-Obama                a
2013-Obama...1347 2013-Obama          greater
2013-Obama...1348 2013-Obama            stake
2013-Obama...1349 2013-Obama               in
2013-Obama...1350 2013-Obama                a
2013-Obama...1351 2013-Obama         peaceful
2013-Obama...1352 2013-Obama            world
2013-Obama...1353 2013-Obama             than
2013-Obama...1354 2013-Obama              its
2013-Obama...1355 2013-Obama             most
2013-Obama...1356 2013-Obama         powerful
2013-Obama...1357 2013-Obama           nation
2013-Obama...1358 2013-Obama               we
2013-Obama...1359 2013-Obama             will
2013-Obama...1360 2013-Obama          support
2013-Obama...1361 2013-Obama        democracy
2013-Obama...1362 2013-Obama             from
2013-Obama...1363 2013-Obama             asia
2013-Obama...1364 2013-Obama               to
2013-Obama...1365 2013-Obama           africa
2013-Obama...1366 2013-Obama             from
2013-Obama...1367 2013-Obama              the
2013-Obama...1368 2013-Obama         americas
2013-Obama...1369 2013-Obama               to
2013-Obama...1370 2013-Obama              the
2013-Obama...1371 2013-Obama           middle
2013-Obama...1372 2013-Obama             east
2013-Obama...1373 2013-Obama          because
2013-Obama...1374 2013-Obama              our
2013-Obama...1375 2013-Obama        interests
2013-Obama...1376 2013-Obama              and
2013-Obama...1377 2013-Obama              our
2013-Obama...1378 2013-Obama       conscience
2013-Obama...1379 2013-Obama           compel
2013-Obama...1380 2013-Obama               us
2013-Obama...1381 2013-Obama               to
2013-Obama...1382 2013-Obama              act
2013-Obama...1383 2013-Obama               on
2013-Obama...1384 2013-Obama           behalf
2013-Obama...1385 2013-Obama               of
2013-Obama...1386 2013-Obama            those
2013-Obama...1387 2013-Obama              who
2013-Obama...1388 2013-Obama             long
2013-Obama...1389 2013-Obama              for
2013-Obama...1390 2013-Obama          freedom
2013-Obama...1391 2013-Obama              and
2013-Obama...1392 2013-Obama               we
2013-Obama...1393 2013-Obama             must
2013-Obama...1394 2013-Obama               be
2013-Obama...1395 2013-Obama                a
2013-Obama...1396 2013-Obama           source
2013-Obama...1397 2013-Obama               of
2013-Obama...1398 2013-Obama             hope
2013-Obama...1399 2013-Obama               to
2013-Obama...1400 2013-Obama              the
2013-Obama...1401 2013-Obama             poor
2013-Obama...1402 2013-Obama              the
2013-Obama...1403 2013-Obama             sick
2013-Obama...1404 2013-Obama              the
2013-Obama...1405 2013-Obama     marginalized
2013-Obama...1406 2013-Obama              the
2013-Obama...1407 2013-Obama          victims
2013-Obama...1408 2013-Obama               of
2013-Obama...1409 2013-Obama        prejudice
2013-Obama...1410 2013-Obama              not
2013-Obama...1411 2013-Obama              out
2013-Obama...1412 2013-Obama               of
2013-Obama...1413 2013-Obama             mere
2013-Obama...1414 2013-Obama          charity
2013-Obama...1415 2013-Obama              but
2013-Obama...1416 2013-Obama          because
2013-Obama...1417 2013-Obama            peace
2013-Obama...1418 2013-Obama               in
2013-Obama...1419 2013-Obama              our
2013-Obama...1420 2013-Obama             time
2013-Obama...1421 2013-Obama         requires
2013-Obama...1422 2013-Obama              the
2013-Obama...1423 2013-Obama         constant
2013-Obama...1424 2013-Obama          advance
2013-Obama...1425 2013-Obama               of
2013-Obama...1426 2013-Obama            those
2013-Obama...1427 2013-Obama       principles
2013-Obama...1428 2013-Obama             that
2013-Obama...1429 2013-Obama              our
2013-Obama...1430 2013-Obama           common
2013-Obama...1431 2013-Obama            creed
2013-Obama...1432 2013-Obama        describes
2013-Obama...1433 2013-Obama        tolerance
2013-Obama...1434 2013-Obama              and
2013-Obama...1435 2013-Obama      opportunity
2013-Obama...1436 2013-Obama            human
2013-Obama...1437 2013-Obama          dignity
2013-Obama...1438 2013-Obama              and
2013-Obama...1439 2013-Obama          justice
2013-Obama...1440 2013-Obama               we
2013-Obama...1441 2013-Obama              the
2013-Obama...1442 2013-Obama           people
2013-Obama...1443 2013-Obama          declare
2013-Obama...1444 2013-Obama            today
2013-Obama...1445 2013-Obama             that
2013-Obama...1446 2013-Obama              the
2013-Obama...1447 2013-Obama             most
2013-Obama...1448 2013-Obama          evident
2013-Obama...1449 2013-Obama               of
2013-Obama...1450 2013-Obama           truths
2013-Obama...1451 2013-Obama             that
2013-Obama...1452 2013-Obama              all
2013-Obama...1453 2013-Obama               of
2013-Obama...1454 2013-Obama               us
2013-Obama...1455 2013-Obama              are
2013-Obama...1456 2013-Obama          created
2013-Obama...1457 2013-Obama            equal
2013-Obama...1458 2013-Obama               is
2013-Obama...1459 2013-Obama              the
2013-Obama...1460 2013-Obama             star
2013-Obama...1461 2013-Obama             that
2013-Obama...1462 2013-Obama           guides
2013-Obama...1463 2013-Obama               us
2013-Obama...1464 2013-Obama            still
2013-Obama...1465 2013-Obama             just
2013-Obama...1466 2013-Obama               as
2013-Obama...1467 2013-Obama               it
2013-Obama...1468 2013-Obama           guided
2013-Obama...1469 2013-Obama              our
2013-Obama...1470 2013-Obama        forebears
2013-Obama...1471 2013-Obama          through
2013-Obama...1472 2013-Obama           seneca
2013-Obama...1473 2013-Obama            falls
2013-Obama...1474 2013-Obama              and
2013-Obama...1475 2013-Obama            selma
2013-Obama...1476 2013-Obama              and
2013-Obama...1477 2013-Obama        stonewall
2013-Obama...1478 2013-Obama             just
2013-Obama...1479 2013-Obama               as
2013-Obama...1480 2013-Obama               it
2013-Obama...1481 2013-Obama           guided
2013-Obama...1482 2013-Obama              all
2013-Obama...1483 2013-Obama            those
2013-Obama...1484 2013-Obama              men
2013-Obama...1485 2013-Obama              and
2013-Obama...1486 2013-Obama            women
2013-Obama...1487 2013-Obama             sung
2013-Obama...1488 2013-Obama              and
2013-Obama...1489 2013-Obama           unsung
2013-Obama...1490 2013-Obama              who
2013-Obama...1491 2013-Obama             left
2013-Obama...1492 2013-Obama       footprints
2013-Obama...1493 2013-Obama            along
2013-Obama...1494 2013-Obama             this
2013-Obama...1495 2013-Obama            great
2013-Obama...1496 2013-Obama             mall
2013-Obama...1497 2013-Obama               to
2013-Obama...1498 2013-Obama             hear
2013-Obama...1499 2013-Obama                a
2013-Obama...1500 2013-Obama         preacher
2013-Obama...1501 2013-Obama              say
2013-Obama...1502 2013-Obama             that
2013-Obama...1503 2013-Obama               we
2013-Obama...1504 2013-Obama           cannot
2013-Obama...1505 2013-Obama             walk
2013-Obama...1506 2013-Obama            alone
2013-Obama...1507 2013-Obama               to
2013-Obama...1508 2013-Obama             hear
2013-Obama...1509 2013-Obama                a
2013-Obama...1510 2013-Obama             king
2013-Obama...1511 2013-Obama         proclaim
2013-Obama...1512 2013-Obama             that
2013-Obama...1513 2013-Obama              our
2013-Obama...1514 2013-Obama       individual
2013-Obama...1515 2013-Obama          freedom
2013-Obama...1516 2013-Obama               is
2013-Obama...1517 2013-Obama     inextricably
2013-Obama...1518 2013-Obama            bound
2013-Obama...1519 2013-Obama               to
2013-Obama...1520 2013-Obama              the
2013-Obama...1521 2013-Obama          freedom
2013-Obama...1522 2013-Obama               of
2013-Obama...1523 2013-Obama            every
2013-Obama...1524 2013-Obama             soul
2013-Obama...1525 2013-Obama               on
2013-Obama...1526 2013-Obama            earth
2013-Obama...1527 2013-Obama               it
2013-Obama...1528 2013-Obama               is
2013-Obama...1529 2013-Obama              now
2013-Obama...1530 2013-Obama              our
2013-Obama...1531 2013-Obama     generation's
2013-Obama...1532 2013-Obama             task
2013-Obama...1533 2013-Obama               to
2013-Obama...1534 2013-Obama            carry
2013-Obama...1535 2013-Obama               on
2013-Obama...1536 2013-Obama             what
2013-Obama...1537 2013-Obama            those
2013-Obama...1538 2013-Obama         pioneers
2013-Obama...1539 2013-Obama            began
2013-Obama...1540 2013-Obama              for
2013-Obama...1541 2013-Obama              our
2013-Obama...1542 2013-Obama          journey
2013-Obama...1543 2013-Obama               is
2013-Obama...1544 2013-Obama              not
2013-Obama...1545 2013-Obama         complete
2013-Obama...1546 2013-Obama            until
2013-Obama...1547 2013-Obama              our
2013-Obama...1548 2013-Obama            wives
2013-Obama...1549 2013-Obama              our
2013-Obama...1550 2013-Obama          mothers
2013-Obama...1551 2013-Obama              and
2013-Obama...1552 2013-Obama        daughters
2013-Obama...1553 2013-Obama              can
2013-Obama...1554 2013-Obama             earn
2013-Obama...1555 2013-Obama                a
2013-Obama...1556 2013-Obama           living
2013-Obama...1557 2013-Obama            equal
2013-Obama...1558 2013-Obama               to
2013-Obama...1559 2013-Obama            their
2013-Obama...1560 2013-Obama          efforts
2013-Obama...1561 2013-Obama              our
2013-Obama...1562 2013-Obama          journey
2013-Obama...1563 2013-Obama               is
2013-Obama...1564 2013-Obama              not
2013-Obama...1565 2013-Obama         complete
2013-Obama...1566 2013-Obama            until
2013-Obama...1567 2013-Obama              our
2013-Obama...1568 2013-Obama              gay
2013-Obama...1569 2013-Obama         brothers
2013-Obama...1570 2013-Obama              and
2013-Obama...1571 2013-Obama          sisters
2013-Obama...1572 2013-Obama              are
2013-Obama...1573 2013-Obama          treated
2013-Obama...1574 2013-Obama             like
2013-Obama...1575 2013-Obama           anyone
2013-Obama...1576 2013-Obama             else
2013-Obama...1577 2013-Obama            under
2013-Obama...1578 2013-Obama              the
2013-Obama...1579 2013-Obama              law
2013-Obama...1580 2013-Obama              for
2013-Obama...1581 2013-Obama               if
2013-Obama...1582 2013-Obama               we
2013-Obama...1583 2013-Obama              are
2013-Obama...1584 2013-Obama            truly
2013-Obama...1585 2013-Obama          created
2013-Obama...1586 2013-Obama            equal
2013-Obama...1587 2013-Obama             then
2013-Obama...1588 2013-Obama           surely
2013-Obama...1589 2013-Obama              the
2013-Obama...1590 2013-Obama             love
2013-Obama...1591 2013-Obama               we
2013-Obama...1592 2013-Obama           commit
2013-Obama...1593 2013-Obama               to
2013-Obama...1594 2013-Obama              one
2013-Obama...1595 2013-Obama          another
2013-Obama...1596 2013-Obama             must
2013-Obama...1597 2013-Obama               be
2013-Obama...1598 2013-Obama            equal
2013-Obama...1599 2013-Obama               as
2013-Obama...1600 2013-Obama             well
2013-Obama...1601 2013-Obama              our
2013-Obama...1602 2013-Obama          journey
2013-Obama...1603 2013-Obama               is
2013-Obama...1604 2013-Obama              not
2013-Obama...1605 2013-Obama         complete
2013-Obama...1606 2013-Obama            until
2013-Obama...1607 2013-Obama               no
2013-Obama...1608 2013-Obama          citizen
2013-Obama...1609 2013-Obama               is
2013-Obama...1610 2013-Obama           forced
2013-Obama...1611 2013-Obama               to
2013-Obama...1612 2013-Obama             wait
2013-Obama...1613 2013-Obama              for
2013-Obama...1614 2013-Obama            hours
2013-Obama...1615 2013-Obama               to
2013-Obama...1616 2013-Obama         exercise
2013-Obama...1617 2013-Obama              the
2013-Obama...1618 2013-Obama            right
2013-Obama...1619 2013-Obama               to
2013-Obama...1620 2013-Obama             vote
2013-Obama...1621 2013-Obama              our
2013-Obama...1622 2013-Obama          journey
2013-Obama...1623 2013-Obama               is
2013-Obama...1624 2013-Obama              not
2013-Obama...1625 2013-Obama         complete
2013-Obama...1626 2013-Obama            until
2013-Obama...1627 2013-Obama               we
2013-Obama...1628 2013-Obama             find
2013-Obama...1629 2013-Obama                a
2013-Obama...1630 2013-Obama           better
2013-Obama...1631 2013-Obama              way
2013-Obama...1632 2013-Obama               to
2013-Obama...1633 2013-Obama          welcome
2013-Obama...1634 2013-Obama              the
2013-Obama...1635 2013-Obama         striving
2013-Obama...1636 2013-Obama          hopeful
2013-Obama...1637 2013-Obama       immigrants
2013-Obama...1638 2013-Obama              who
2013-Obama...1639 2013-Obama            still
2013-Obama...1640 2013-Obama              see
2013-Obama...1641 2013-Obama          america
2013-Obama...1642 2013-Obama               as
2013-Obama...1643 2013-Obama                a
2013-Obama...1644 2013-Obama             land
2013-Obama...1645 2013-Obama               of
2013-Obama...1646 2013-Obama      opportunity
2013-Obama...1647 2013-Obama            until
2013-Obama...1648 2013-Obama           bright
2013-Obama...1649 2013-Obama            young
2013-Obama...1650 2013-Obama         students
2013-Obama...1651 2013-Obama              and
2013-Obama...1652 2013-Obama        engineers
2013-Obama...1653 2013-Obama              are
2013-Obama...1654 2013-Obama         enlisted
2013-Obama...1655 2013-Obama               in
2013-Obama...1656 2013-Obama              our
2013-Obama...1657 2013-Obama        workforce
2013-Obama...1658 2013-Obama           rather
2013-Obama...1659 2013-Obama             than
2013-Obama...1660 2013-Obama         expelled
2013-Obama...1661 2013-Obama             from
2013-Obama...1662 2013-Obama              our
2013-Obama...1663 2013-Obama          country
2013-Obama...1664 2013-Obama              our
2013-Obama...1665 2013-Obama          journey
2013-Obama...1666 2013-Obama               is
2013-Obama...1667 2013-Obama              not
2013-Obama...1668 2013-Obama         complete
2013-Obama...1669 2013-Obama            until
2013-Obama...1670 2013-Obama              all
2013-Obama...1671 2013-Obama              our
2013-Obama...1672 2013-Obama         children
2013-Obama...1673 2013-Obama             from
2013-Obama...1674 2013-Obama              the
2013-Obama...1675 2013-Obama          streets
2013-Obama...1676 2013-Obama               of
2013-Obama...1677 2013-Obama          detroit
2013-Obama...1678 2013-Obama               to
2013-Obama...1679 2013-Obama              the
2013-Obama...1680 2013-Obama            hills
2013-Obama...1681 2013-Obama               of
2013-Obama...1682 2013-Obama       appalachia
2013-Obama...1683 2013-Obama               to
2013-Obama...1684 2013-Obama              the
2013-Obama...1685 2013-Obama            quiet
2013-Obama...1686 2013-Obama            lanes
2013-Obama...1687 2013-Obama               of
2013-Obama...1688 2013-Obama          newtown
2013-Obama...1689 2013-Obama             know
2013-Obama...1690 2013-Obama             that
2013-Obama...1691 2013-Obama             they
2013-Obama...1692 2013-Obama              are
2013-Obama...1693 2013-Obama            cared
2013-Obama...1694 2013-Obama              for
2013-Obama...1695 2013-Obama              and
2013-Obama...1696 2013-Obama        cherished
2013-Obama...1697 2013-Obama              and
2013-Obama...1698 2013-Obama           always
2013-Obama...1699 2013-Obama             safe
2013-Obama...1700 2013-Obama             from
2013-Obama...1701 2013-Obama             harm
2013-Obama...1702 2013-Obama             that
2013-Obama...1703 2013-Obama               is
2013-Obama...1704 2013-Obama              our
2013-Obama...1705 2013-Obama     generation's
2013-Obama...1706 2013-Obama             task
2013-Obama...1707 2013-Obama               to
2013-Obama...1708 2013-Obama             make
2013-Obama...1709 2013-Obama            these
2013-Obama...1710 2013-Obama            words
2013-Obama...1711 2013-Obama            these
2013-Obama...1712 2013-Obama           rights
2013-Obama...1713 2013-Obama            these
2013-Obama...1714 2013-Obama           values
2013-Obama...1715 2013-Obama               of
2013-Obama...1716 2013-Obama             life
2013-Obama...1717 2013-Obama              and
2013-Obama...1718 2013-Obama          liberty
2013-Obama...1719 2013-Obama              and
2013-Obama...1720 2013-Obama              the
2013-Obama...1721 2013-Obama          pursuit
2013-Obama...1722 2013-Obama               of
2013-Obama...1723 2013-Obama        happiness
2013-Obama...1724 2013-Obama             real
2013-Obama...1725 2013-Obama              for
2013-Obama...1726 2013-Obama            every
2013-Obama...1727 2013-Obama         american
2013-Obama...1728 2013-Obama            being
2013-Obama...1729 2013-Obama             true
2013-Obama...1730 2013-Obama               to
2013-Obama...1731 2013-Obama              our
2013-Obama...1732 2013-Obama         founding
2013-Obama...1733 2013-Obama        documents
2013-Obama...1734 2013-Obama             does
2013-Obama...1735 2013-Obama              not
2013-Obama...1736 2013-Obama          require
2013-Obama...1737 2013-Obama               us
2013-Obama...1738 2013-Obama               to
2013-Obama...1739 2013-Obama            agree
2013-Obama...1740 2013-Obama               on
2013-Obama...1741 2013-Obama            every
2013-Obama...1742 2013-Obama          contour
2013-Obama...1743 2013-Obama               of
2013-Obama...1744 2013-Obama             life
2013-Obama...1745 2013-Obama               it
2013-Obama...1746 2013-Obama             does
2013-Obama...1747 2013-Obama              not
2013-Obama...1748 2013-Obama             mean
2013-Obama...1749 2013-Obama               we
2013-Obama...1750 2013-Obama              all
2013-Obama...1751 2013-Obama           define
2013-Obama...1752 2013-Obama          liberty
2013-Obama...1753 2013-Obama               in
2013-Obama...1754 2013-Obama          exactly
2013-Obama...1755 2013-Obama              the
2013-Obama...1756 2013-Obama             same
2013-Obama...1757 2013-Obama              way
2013-Obama...1758 2013-Obama               or
2013-Obama...1759 2013-Obama           follow
2013-Obama...1760 2013-Obama              the
2013-Obama...1761 2013-Obama             same
2013-Obama...1762 2013-Obama          precise
2013-Obama...1763 2013-Obama             path
2013-Obama...1764 2013-Obama               to
2013-Obama...1765 2013-Obama        happiness
2013-Obama...1766 2013-Obama         progress
2013-Obama...1767 2013-Obama             does
2013-Obama...1768 2013-Obama              not
2013-Obama...1769 2013-Obama           compel
2013-Obama...1770 2013-Obama               us
2013-Obama...1771 2013-Obama               to
2013-Obama...1772 2013-Obama           settle
2013-Obama...1773 2013-Obama        centuries
2013-Obama...1774 2013-Obama             long
2013-Obama...1775 2013-Obama          debates
2013-Obama...1776 2013-Obama            about
2013-Obama...1777 2013-Obama              the
2013-Obama...1778 2013-Obama             role
2013-Obama...1779 2013-Obama               of
2013-Obama...1780 2013-Obama       government
2013-Obama...1781 2013-Obama              for
2013-Obama...1782 2013-Obama              all
2013-Obama...1783 2013-Obama             time
2013-Obama...1784 2013-Obama              but
2013-Obama...1785 2013-Obama               it
2013-Obama...1786 2013-Obama             does
2013-Obama...1787 2013-Obama          require
2013-Obama...1788 2013-Obama               us
2013-Obama...1789 2013-Obama               to
2013-Obama...1790 2013-Obama              act
2013-Obama...1791 2013-Obama               in
2013-Obama...1792 2013-Obama              our
2013-Obama...1793 2013-Obama             time
2013-Obama...1794 2013-Obama              for
2013-Obama...1795 2013-Obama              now
2013-Obama...1796 2013-Obama        decisions
2013-Obama...1797 2013-Obama              are
2013-Obama...1798 2013-Obama             upon
2013-Obama...1799 2013-Obama               us
2013-Obama...1800 2013-Obama              and
2013-Obama...1801 2013-Obama               we
2013-Obama...1802 2013-Obama           cannot
2013-Obama...1803 2013-Obama           afford
2013-Obama...1804 2013-Obama            delay
2013-Obama...1805 2013-Obama               we
2013-Obama...1806 2013-Obama           cannot
2013-Obama...1807 2013-Obama          mistake
2013-Obama...1808 2013-Obama       absolutism
2013-Obama...1809 2013-Obama              for
2013-Obama...1810 2013-Obama        principle
2013-Obama...1811 2013-Obama               or
2013-Obama...1812 2013-Obama       substitute
2013-Obama...1813 2013-Obama        spectacle
2013-Obama...1814 2013-Obama              for
2013-Obama...1815 2013-Obama         politics
2013-Obama...1816 2013-Obama               or
2013-Obama...1817 2013-Obama            treat
2013-Obama...1818 2013-Obama             name
2013-Obama...1819 2013-Obama          calling
2013-Obama...1820 2013-Obama               as
2013-Obama...1821 2013-Obama         reasoned
2013-Obama...1822 2013-Obama           debate
2013-Obama...1823 2013-Obama               we
2013-Obama...1824 2013-Obama             must
2013-Obama...1825 2013-Obama              act
2013-Obama...1826 2013-Obama          knowing
2013-Obama...1827 2013-Obama             that
2013-Obama...1828 2013-Obama              our
2013-Obama...1829 2013-Obama             work
2013-Obama...1830 2013-Obama             will
2013-Obama...1831 2013-Obama               be
2013-Obama...1832 2013-Obama        imperfect
2013-Obama...1833 2013-Obama               we
2013-Obama...1834 2013-Obama             must
2013-Obama...1835 2013-Obama              act
2013-Obama...1836 2013-Obama               we
2013-Obama...1837 2013-Obama             must
2013-Obama...1838 2013-Obama              act
2013-Obama...1839 2013-Obama          knowing
2013-Obama...1840 2013-Obama             that
2013-Obama...1841 2013-Obama          today's
2013-Obama...1842 2013-Obama        victories
2013-Obama...1843 2013-Obama             will
2013-Obama...1844 2013-Obama               be
2013-Obama...1845 2013-Obama             only
2013-Obama...1846 2013-Obama          partial
2013-Obama...1847 2013-Obama              and
2013-Obama...1848 2013-Obama             that
2013-Obama...1849 2013-Obama               it
2013-Obama...1850 2013-Obama             will
2013-Obama...1851 2013-Obama               be
2013-Obama...1852 2013-Obama               up
2013-Obama...1853 2013-Obama               to
2013-Obama...1854 2013-Obama            those
2013-Obama...1855 2013-Obama              who
2013-Obama...1856 2013-Obama            stand
2013-Obama...1857 2013-Obama             here
2013-Obama...1858 2013-Obama               in
2013-Obama...1859 2013-Obama                4
2013-Obama...1860 2013-Obama            years
2013-Obama...1861 2013-Obama              and
2013-Obama...1862 2013-Obama               40
2013-Obama...1863 2013-Obama            years
2013-Obama...1864 2013-Obama              and
2013-Obama...1865 2013-Obama              400
2013-Obama...1866 2013-Obama            years
2013-Obama...1867 2013-Obama            hence
2013-Obama...1868 2013-Obama               to
2013-Obama...1869 2013-Obama          advance
2013-Obama...1870 2013-Obama              the
2013-Obama...1871 2013-Obama         timeless
2013-Obama...1872 2013-Obama           spirit
2013-Obama...1873 2013-Obama             once
2013-Obama...1874 2013-Obama        conferred
2013-Obama...1875 2013-Obama               to
2013-Obama...1876 2013-Obama               us
2013-Obama...1877 2013-Obama               in
2013-Obama...1878 2013-Obama                a
2013-Obama...1879 2013-Obama            spare
2013-Obama...1880 2013-Obama     philadelphia
2013-Obama...1881 2013-Obama             hall
2013-Obama...1882 2013-Obama               my
2013-Obama...1883 2013-Obama           fellow
2013-Obama...1884 2013-Obama        americans
2013-Obama...1885 2013-Obama              the
2013-Obama...1886 2013-Obama             oath
2013-Obama...1887 2013-Obama                i
2013-Obama...1888 2013-Obama             have
2013-Obama...1889 2013-Obama            sworn
2013-Obama...1890 2013-Obama           before
2013-Obama...1891 2013-Obama              you
2013-Obama...1892 2013-Obama            today
2013-Obama...1893 2013-Obama             like
2013-Obama...1894 2013-Obama              the
2013-Obama...1895 2013-Obama              one
2013-Obama...1896 2013-Obama          recited
2013-Obama...1897 2013-Obama               by
2013-Obama...1898 2013-Obama           others
2013-Obama...1899 2013-Obama              who
2013-Obama...1900 2013-Obama            serve
2013-Obama...1901 2013-Obama               in
2013-Obama...1902 2013-Obama             this
2013-Obama...1903 2013-Obama          capitol
2013-Obama...1904 2013-Obama              was
2013-Obama...1905 2013-Obama               an
2013-Obama...1906 2013-Obama             oath
2013-Obama...1907 2013-Obama               to
2013-Obama...1908 2013-Obama              god
2013-Obama...1909 2013-Obama              and
2013-Obama...1910 2013-Obama          country
2013-Obama...1911 2013-Obama              not
2013-Obama...1912 2013-Obama            party
2013-Obama...1913 2013-Obama               or
2013-Obama...1914 2013-Obama          faction
2013-Obama...1915 2013-Obama              and
2013-Obama...1916 2013-Obama               we
2013-Obama...1917 2013-Obama             must
2013-Obama...1918 2013-Obama       faithfully
2013-Obama...1919 2013-Obama          execute
2013-Obama...1920 2013-Obama             that
2013-Obama...1921 2013-Obama           pledge
2013-Obama...1922 2013-Obama           during
2013-Obama...1923 2013-Obama              the
2013-Obama...1924 2013-Obama         duration
2013-Obama...1925 2013-Obama               of
2013-Obama...1926 2013-Obama              our
2013-Obama...1927 2013-Obama          service
2013-Obama...1928 2013-Obama              but
2013-Obama...1929 2013-Obama              the
2013-Obama...1930 2013-Obama            words
2013-Obama...1931 2013-Obama                i
2013-Obama...1932 2013-Obama            spoke
2013-Obama...1933 2013-Obama            today
2013-Obama...1934 2013-Obama              are
2013-Obama...1935 2013-Obama              not
2013-Obama...1936 2013-Obama               so
2013-Obama...1937 2013-Obama        different
2013-Obama...1938 2013-Obama             from
2013-Obama...1939 2013-Obama              the
2013-Obama...1940 2013-Obama             oath
2013-Obama...1941 2013-Obama             that
2013-Obama...1942 2013-Obama               is
2013-Obama...1943 2013-Obama            taken
2013-Obama...1944 2013-Obama             each
2013-Obama...1945 2013-Obama             time
2013-Obama...1946 2013-Obama                a
2013-Obama...1947 2013-Obama          soldier
2013-Obama...1948 2013-Obama            signs
2013-Obama...1949 2013-Obama               up
2013-Obama...1950 2013-Obama              for
2013-Obama...1951 2013-Obama             duty
2013-Obama...1952 2013-Obama               or
2013-Obama...1953 2013-Obama               an
2013-Obama...1954 2013-Obama        immigrant
2013-Obama...1955 2013-Obama         realizes
2013-Obama...1956 2013-Obama              her
2013-Obama...1957 2013-Obama            dream
2013-Obama...1958 2013-Obama               my
2013-Obama...1959 2013-Obama             oath
2013-Obama...1960 2013-Obama               is
2013-Obama...1961 2013-Obama              not
2013-Obama...1962 2013-Obama               so
2013-Obama...1963 2013-Obama        different
2013-Obama...1964 2013-Obama             from
2013-Obama...1965 2013-Obama              the
2013-Obama...1966 2013-Obama           pledge
2013-Obama...1967 2013-Obama               we
2013-Obama...1968 2013-Obama              all
2013-Obama...1969 2013-Obama             make
2013-Obama...1970 2013-Obama               to
2013-Obama...1971 2013-Obama              the
2013-Obama...1972 2013-Obama             flag
2013-Obama...1973 2013-Obama             that
2013-Obama...1974 2013-Obama            waves
2013-Obama...1975 2013-Obama            above
2013-Obama...1976 2013-Obama              and
2013-Obama...1977 2013-Obama             that
2013-Obama...1978 2013-Obama            fills
2013-Obama...1979 2013-Obama              our
2013-Obama...1980 2013-Obama           hearts
2013-Obama...1981 2013-Obama             with
2013-Obama...1982 2013-Obama            pride
2013-Obama...1983 2013-Obama             they
2013-Obama...1984 2013-Obama              are
2013-Obama...1985 2013-Obama              the
2013-Obama...1986 2013-Obama            words
2013-Obama...1987 2013-Obama               of
2013-Obama...1988 2013-Obama         citizens
2013-Obama...1989 2013-Obama              and
2013-Obama...1990 2013-Obama             they
2013-Obama...1991 2013-Obama        represent
2013-Obama...1992 2013-Obama              our
2013-Obama...1993 2013-Obama         greatest
2013-Obama...1994 2013-Obama             hope
2013-Obama...1995 2013-Obama              you
2013-Obama...1996 2013-Obama              and
2013-Obama...1997 2013-Obama                i
2013-Obama...1998 2013-Obama               as
2013-Obama...1999 2013-Obama         citizens
2013-Obama...2000 2013-Obama             have
2013-Obama...2001 2013-Obama              the
2013-Obama...2002 2013-Obama            power
2013-Obama...2003 2013-Obama               to
2013-Obama...2004 2013-Obama              set
2013-Obama...2005 2013-Obama             this
2013-Obama...2006 2013-Obama        country's
2013-Obama...2007 2013-Obama           course
2013-Obama...2008 2013-Obama              you
2013-Obama...2009 2013-Obama              and
2013-Obama...2010 2013-Obama                i
2013-Obama...2011 2013-Obama               as
2013-Obama...2012 2013-Obama         citizens
2013-Obama...2013 2013-Obama             have
2013-Obama...2014 2013-Obama              the
2013-Obama...2015 2013-Obama       obligation
2013-Obama...2016 2013-Obama               to
2013-Obama...2017 2013-Obama            shape
2013-Obama...2018 2013-Obama              the
2013-Obama...2019 2013-Obama          debates
2013-Obama...2020 2013-Obama               of
2013-Obama...2021 2013-Obama              our
2013-Obama...2022 2013-Obama             time
2013-Obama...2023 2013-Obama              not
2013-Obama...2024 2013-Obama             only
2013-Obama...2025 2013-Obama             with
2013-Obama...2026 2013-Obama              the
2013-Obama...2027 2013-Obama            votes
2013-Obama...2028 2013-Obama               we
2013-Obama...2029 2013-Obama             cast
2013-Obama...2030 2013-Obama              but
2013-Obama...2031 2013-Obama             with
2013-Obama...2032 2013-Obama              the
2013-Obama...2033 2013-Obama           voices
2013-Obama...2034 2013-Obama               we
2013-Obama...2035 2013-Obama             lift
2013-Obama...2036 2013-Obama               in
2013-Obama...2037 2013-Obama          defense
2013-Obama...2038 2013-Obama               of
2013-Obama...2039 2013-Obama              our
2013-Obama...2040 2013-Obama             most
2013-Obama...2041 2013-Obama          ancient
2013-Obama...2042 2013-Obama           values
2013-Obama...2043 2013-Obama              and
2013-Obama...2044 2013-Obama         enduring
2013-Obama...2045 2013-Obama           ideals
2013-Obama...2046 2013-Obama              let
2013-Obama...2047 2013-Obama               us
2013-Obama...2048 2013-Obama             each
2013-Obama...2049 2013-Obama               of
2013-Obama...2050 2013-Obama               us
2013-Obama...2051 2013-Obama              now
2013-Obama...2052 2013-Obama          embrace
2013-Obama...2053 2013-Obama             with
2013-Obama...2054 2013-Obama           solemn
2013-Obama...2055 2013-Obama             duty
2013-Obama...2056 2013-Obama              and
2013-Obama...2057 2013-Obama          awesome
2013-Obama...2058 2013-Obama              joy
2013-Obama...2059 2013-Obama             what
2013-Obama...2060 2013-Obama               is
2013-Obama...2061 2013-Obama              our
2013-Obama...2062 2013-Obama          lasting
2013-Obama...2063 2013-Obama       birthright
2013-Obama...2064 2013-Obama             with
2013-Obama...2065 2013-Obama           common
2013-Obama...2066 2013-Obama           effort
2013-Obama...2067 2013-Obama              and
2013-Obama...2068 2013-Obama           common
2013-Obama...2069 2013-Obama          purpose
2013-Obama...2070 2013-Obama             with
2013-Obama...2071 2013-Obama          passion
2013-Obama...2072 2013-Obama              and
2013-Obama...2073 2013-Obama       dedication
2013-Obama...2074 2013-Obama              let
2013-Obama...2075 2013-Obama               us
2013-Obama...2076 2013-Obama           answer
2013-Obama...2077 2013-Obama              the
2013-Obama...2078 2013-Obama             call
2013-Obama...2079 2013-Obama               of
2013-Obama...2080 2013-Obama          history
2013-Obama...2081 2013-Obama              and
2013-Obama...2082 2013-Obama            carry
2013-Obama...2083 2013-Obama             into
2013-Obama...2084 2013-Obama               an
2013-Obama...2085 2013-Obama        uncertain
2013-Obama...2086 2013-Obama           future
2013-Obama...2087 2013-Obama             that
2013-Obama...2088 2013-Obama         precious
2013-Obama...2089 2013-Obama            light
2013-Obama...2090 2013-Obama               of
2013-Obama...2091 2013-Obama          freedom
2013-Obama...2092 2013-Obama            thank
2013-Obama...2093 2013-Obama              you
2013-Obama...2094 2013-Obama              god
2013-Obama...2095 2013-Obama            bless
2013-Obama...2096 2013-Obama              you
2013-Obama...2097 2013-Obama              and
2013-Obama...2098 2013-Obama              may
2013-Obama...2099 2013-Obama               he
2013-Obama...2100 2013-Obama          forever
2013-Obama...2101 2013-Obama            bless
2013-Obama...2102 2013-Obama            these
2013-Obama...2103 2013-Obama           united
2013-Obama...2104 2013-Obama           states
2013-Obama...2105 2013-Obama               of
2013-Obama...2106 2013-Obama          america
2017-Trump...2107 2017-Trump            chief
2017-Trump...2108 2017-Trump          justice
2017-Trump...2109 2017-Trump          roberts
2017-Trump...2110 2017-Trump        president
2017-Trump...2111 2017-Trump           carter
2017-Trump...2112 2017-Trump        president
2017-Trump...2113 2017-Trump          clinton
2017-Trump...2114 2017-Trump        president
2017-Trump...2115 2017-Trump             bush
2017-Trump...2116 2017-Trump        president
2017-Trump...2117 2017-Trump            obama
2017-Trump...2118 2017-Trump           fellow
2017-Trump...2119 2017-Trump        americans
2017-Trump...2120 2017-Trump              and
2017-Trump...2121 2017-Trump           people
2017-Trump...2122 2017-Trump               of
2017-Trump...2123 2017-Trump              the
2017-Trump...2124 2017-Trump            world
2017-Trump...2125 2017-Trump            thank
2017-Trump...2126 2017-Trump              you
2017-Trump...2127 2017-Trump               we
2017-Trump...2128 2017-Trump              the
2017-Trump...2129 2017-Trump         citizens
2017-Trump...2130 2017-Trump               of
2017-Trump...2131 2017-Trump          america
2017-Trump...2132 2017-Trump              are
2017-Trump...2133 2017-Trump              now
2017-Trump...2134 2017-Trump           joined
2017-Trump...2135 2017-Trump               in
2017-Trump...2136 2017-Trump                a
2017-Trump...2137 2017-Trump            great
2017-Trump...2138 2017-Trump         national
2017-Trump...2139 2017-Trump           effort
2017-Trump...2140 2017-Trump               to
2017-Trump...2141 2017-Trump          rebuild
2017-Trump...2142 2017-Trump              our
2017-Trump...2143 2017-Trump          country
2017-Trump...2144 2017-Trump              and
2017-Trump...2145 2017-Trump          restore
2017-Trump...2146 2017-Trump              its
2017-Trump...2147 2017-Trump          promise
2017-Trump...2148 2017-Trump              for
2017-Trump...2149 2017-Trump              all
2017-Trump...2150 2017-Trump               of
2017-Trump...2151 2017-Trump              our
2017-Trump...2152 2017-Trump           people
2017-Trump...2153 2017-Trump         together
2017-Trump...2154 2017-Trump               we
2017-Trump...2155 2017-Trump             will
2017-Trump...2156 2017-Trump        determine
2017-Trump...2157 2017-Trump              the
2017-Trump...2158 2017-Trump           course
2017-Trump...2159 2017-Trump               of
2017-Trump...2160 2017-Trump          america
2017-Trump...2161 2017-Trump              and
2017-Trump...2162 2017-Trump              the
2017-Trump...2163 2017-Trump            world
2017-Trump...2164 2017-Trump              for
2017-Trump...2165 2017-Trump             many
2017-Trump...2166 2017-Trump             many
2017-Trump...2167 2017-Trump            years
2017-Trump...2168 2017-Trump               to
2017-Trump...2169 2017-Trump             come
2017-Trump...2170 2017-Trump               we
2017-Trump...2171 2017-Trump             will
2017-Trump...2172 2017-Trump             face
2017-Trump...2173 2017-Trump       challenges
2017-Trump...2174 2017-Trump               we
2017-Trump...2175 2017-Trump             will
2017-Trump...2176 2017-Trump         confront
2017-Trump...2177 2017-Trump        hardships
2017-Trump...2178 2017-Trump              but
2017-Trump...2179 2017-Trump               we
2017-Trump...2180 2017-Trump             will
2017-Trump...2181 2017-Trump              get
2017-Trump...2182 2017-Trump              the
2017-Trump...2183 2017-Trump              job
2017-Trump...2184 2017-Trump             done
2017-Trump...2185 2017-Trump            every
2017-Trump...2186 2017-Trump             four
2017-Trump...2187 2017-Trump            years
2017-Trump...2188 2017-Trump               we
2017-Trump...2189 2017-Trump           gather
2017-Trump...2190 2017-Trump               on
2017-Trump...2191 2017-Trump            these
2017-Trump...2192 2017-Trump            steps
2017-Trump...2193 2017-Trump               to
2017-Trump...2194 2017-Trump            carry
2017-Trump...2195 2017-Trump              out
2017-Trump...2196 2017-Trump              the
2017-Trump...2197 2017-Trump          orderly
2017-Trump...2198 2017-Trump              and
2017-Trump...2199 2017-Trump         peaceful
2017-Trump...2200 2017-Trump         transfer
2017-Trump...2201 2017-Trump               of
2017-Trump...2202 2017-Trump            power
2017-Trump...2203 2017-Trump              and
2017-Trump...2204 2017-Trump               we
2017-Trump...2205 2017-Trump              are
2017-Trump...2206 2017-Trump         grateful
2017-Trump...2207 2017-Trump               to
2017-Trump...2208 2017-Trump        president
2017-Trump...2209 2017-Trump            obama
2017-Trump...2210 2017-Trump              and
2017-Trump...2211 2017-Trump            first
2017-Trump...2212 2017-Trump             lady
2017-Trump...2213 2017-Trump         michelle
2017-Trump...2214 2017-Trump            obama
2017-Trump...2215 2017-Trump              for
2017-Trump...2216 2017-Trump            their
2017-Trump...2217 2017-Trump         gracious
2017-Trump...2218 2017-Trump              aid
2017-Trump...2219 2017-Trump       throughout
2017-Trump...2220 2017-Trump             this
2017-Trump...2221 2017-Trump       transition
2017-Trump...2222 2017-Trump             they
2017-Trump...2223 2017-Trump             have
2017-Trump...2224 2017-Trump             been
2017-Trump...2225 2017-Trump      magnificent
2017-Trump...2226 2017-Trump            thank
2017-Trump...2227 2017-Trump              you
2017-Trump...2228 2017-Trump          today's
2017-Trump...2229 2017-Trump         ceremony
2017-Trump...2230 2017-Trump          however
2017-Trump...2231 2017-Trump              has
2017-Trump...2232 2017-Trump             very
2017-Trump...2233 2017-Trump          special
2017-Trump...2234 2017-Trump          meaning
2017-Trump...2235 2017-Trump          because
2017-Trump...2236 2017-Trump            today
2017-Trump...2237 2017-Trump               we
2017-Trump...2238 2017-Trump              are
2017-Trump...2239 2017-Trump              not
2017-Trump...2240 2017-Trump           merely
2017-Trump...2241 2017-Trump     transferring
2017-Trump...2242 2017-Trump            power
2017-Trump...2243 2017-Trump             from
2017-Trump...2244 2017-Trump              one
2017-Trump...2245 2017-Trump   administration
2017-Trump...2246 2017-Trump               to
2017-Trump...2247 2017-Trump          another
2017-Trump...2248 2017-Trump               or
2017-Trump...2249 2017-Trump             from
2017-Trump...2250 2017-Trump              one
2017-Trump...2251 2017-Trump            party
2017-Trump...2252 2017-Trump               to
2017-Trump...2253 2017-Trump          another
2017-Trump...2254 2017-Trump              but
2017-Trump...2255 2017-Trump               we
2017-Trump...2256 2017-Trump              are
2017-Trump...2257 2017-Trump     transferring
2017-Trump...2258 2017-Trump            power
2017-Trump...2259 2017-Trump             from
2017-Trump...2260 2017-Trump       washington
2017-Trump...2261 2017-Trump               dc
2017-Trump...2262 2017-Trump              and
2017-Trump...2263 2017-Trump           giving
2017-Trump...2264 2017-Trump               it
2017-Trump...2265 2017-Trump             back
2017-Trump...2266 2017-Trump               to
2017-Trump...2267 2017-Trump              you
2017-Trump...2268 2017-Trump              the
2017-Trump...2269 2017-Trump           people
2017-Trump...2270 2017-Trump              for
2017-Trump...2271 2017-Trump              too
2017-Trump...2272 2017-Trump             long
2017-Trump...2273 2017-Trump                a
2017-Trump...2274 2017-Trump            small
2017-Trump...2275 2017-Trump            group
2017-Trump...2276 2017-Trump               in
2017-Trump...2277 2017-Trump              our
2017-Trump...2278 2017-Trump         nation's
2017-Trump...2279 2017-Trump          capital
2017-Trump...2280 2017-Trump              has
2017-Trump...2281 2017-Trump           reaped
2017-Trump...2282 2017-Trump              the
2017-Trump...2283 2017-Trump          rewards
2017-Trump...2284 2017-Trump               of
2017-Trump...2285 2017-Trump       government
2017-Trump...2286 2017-Trump            while
2017-Trump...2287 2017-Trump              the
2017-Trump...2288 2017-Trump           people
2017-Trump...2289 2017-Trump             have
2017-Trump...2290 2017-Trump            borne
2017-Trump...2291 2017-Trump              the
2017-Trump...2292 2017-Trump             cost
2017-Trump...2293 2017-Trump       washington
2017-Trump...2294 2017-Trump       flourished
2017-Trump...2295 2017-Trump              but
2017-Trump...2296 2017-Trump              the
2017-Trump...2297 2017-Trump           people
2017-Trump...2298 2017-Trump              did
2017-Trump...2299 2017-Trump              not
2017-Trump...2300 2017-Trump            share
2017-Trump...2301 2017-Trump               in
2017-Trump...2302 2017-Trump              its
2017-Trump...2303 2017-Trump           wealth
2017-Trump...2304 2017-Trump      politicians
2017-Trump...2305 2017-Trump        prospered
2017-Trump...2306 2017-Trump              but
2017-Trump...2307 2017-Trump              the
2017-Trump...2308 2017-Trump             jobs
2017-Trump...2309 2017-Trump             left
2017-Trump...2310 2017-Trump              and
2017-Trump...2311 2017-Trump              the
2017-Trump...2312 2017-Trump        factories
2017-Trump...2313 2017-Trump           closed
2017-Trump...2314 2017-Trump              the
2017-Trump...2315 2017-Trump    establishment
2017-Trump...2316 2017-Trump        protected
2017-Trump...2317 2017-Trump           itself
2017-Trump...2318 2017-Trump              but
2017-Trump...2319 2017-Trump              not
2017-Trump...2320 2017-Trump              the
2017-Trump...2321 2017-Trump         citizens
2017-Trump...2322 2017-Trump               of
2017-Trump...2323 2017-Trump              our
2017-Trump...2324 2017-Trump          country
2017-Trump...2325 2017-Trump            their
2017-Trump...2326 2017-Trump        victories
2017-Trump...2327 2017-Trump             have
2017-Trump...2328 2017-Trump              not
2017-Trump...2329 2017-Trump             been
2017-Trump...2330 2017-Trump             your
2017-Trump...2331 2017-Trump        victories
2017-Trump...2332 2017-Trump            their
2017-Trump...2333 2017-Trump         triumphs
2017-Trump...2334 2017-Trump             have
2017-Trump...2335 2017-Trump              not
2017-Trump...2336 2017-Trump             been
2017-Trump...2337 2017-Trump             your
2017-Trump...2338 2017-Trump         triumphs
2017-Trump...2339 2017-Trump              and
2017-Trump...2340 2017-Trump            while
2017-Trump...2341 2017-Trump             they
2017-Trump...2342 2017-Trump       celebrated
2017-Trump...2343 2017-Trump               in
2017-Trump...2344 2017-Trump              our
2017-Trump...2345 2017-Trump         nation's
2017-Trump...2346 2017-Trump          capital
2017-Trump...2347 2017-Trump            there
2017-Trump...2348 2017-Trump              was
2017-Trump...2349 2017-Trump           little
2017-Trump...2350 2017-Trump               to
2017-Trump...2351 2017-Trump        celebrate
2017-Trump...2352 2017-Trump              for
2017-Trump...2353 2017-Trump       struggling
2017-Trump...2354 2017-Trump         families
2017-Trump...2355 2017-Trump              all
2017-Trump...2356 2017-Trump           across
2017-Trump...2357 2017-Trump              our
2017-Trump...2358 2017-Trump             land
2017-Trump...2359 2017-Trump             that
2017-Trump...2360 2017-Trump              all
2017-Trump...2361 2017-Trump          changes
2017-Trump...2362 2017-Trump         starting
2017-Trump...2363 2017-Trump            right
2017-Trump...2364 2017-Trump             here
2017-Trump...2365 2017-Trump              and
2017-Trump...2366 2017-Trump            right
2017-Trump...2367 2017-Trump              now
2017-Trump...2368 2017-Trump          because
2017-Trump...2369 2017-Trump             this
2017-Trump...2370 2017-Trump           moment
2017-Trump...2371 2017-Trump               is
2017-Trump...2372 2017-Trump             your
2017-Trump...2373 2017-Trump           moment
2017-Trump...2374 2017-Trump               it
2017-Trump...2375 2017-Trump          belongs
2017-Trump...2376 2017-Trump               to
2017-Trump...2377 2017-Trump              you
2017-Trump...2378 2017-Trump               it
2017-Trump...2379 2017-Trump          belongs
2017-Trump...2380 2017-Trump               to
2017-Trump...2381 2017-Trump         everyone
2017-Trump...2382 2017-Trump         gathered
2017-Trump...2383 2017-Trump             here
2017-Trump...2384 2017-Trump            today
2017-Trump...2385 2017-Trump              and
2017-Trump...2386 2017-Trump         everyone
2017-Trump...2387 2017-Trump         watching
2017-Trump...2388 2017-Trump              all
2017-Trump...2389 2017-Trump           across
2017-Trump...2390 2017-Trump          america
2017-Trump...2391 2017-Trump             this
2017-Trump...2392 2017-Trump               is
2017-Trump...2393 2017-Trump             your
2017-Trump...2394 2017-Trump              day
2017-Trump...2395 2017-Trump             this
2017-Trump...2396 2017-Trump               is
2017-Trump...2397 2017-Trump             your
2017-Trump...2398 2017-Trump      celebration
2017-Trump...2399 2017-Trump              and
2017-Trump...2400 2017-Trump             this
2017-Trump...2401 2017-Trump              the
2017-Trump...2402 2017-Trump           united
2017-Trump...2403 2017-Trump           states
2017-Trump...2404 2017-Trump               of
2017-Trump...2405 2017-Trump          america
2017-Trump...2406 2017-Trump               is
2017-Trump...2407 2017-Trump             your
2017-Trump...2408 2017-Trump          country
2017-Trump...2409 2017-Trump             what
2017-Trump...2410 2017-Trump            truly
2017-Trump...2411 2017-Trump          matters
2017-Trump...2412 2017-Trump               is
2017-Trump...2413 2017-Trump              not
2017-Trump...2414 2017-Trump            which
2017-Trump...2415 2017-Trump            party
2017-Trump...2416 2017-Trump         controls
2017-Trump...2417 2017-Trump              our
2017-Trump...2418 2017-Trump       government
2017-Trump...2419 2017-Trump              but
2017-Trump...2420 2017-Trump          whether
2017-Trump...2421 2017-Trump              our
2017-Trump...2422 2017-Trump       government
2017-Trump...2423 2017-Trump               is
2017-Trump...2424 2017-Trump       controlled
2017-Trump...2425 2017-Trump               by
2017-Trump...2426 2017-Trump              the
2017-Trump...2427 2017-Trump           people
2017-Trump...2428 2017-Trump          january
2017-Trump...2429 2017-Trump               20
2017-Trump...2430 2017-Trump             2017
2017-Trump...2431 2017-Trump             will
2017-Trump...2432 2017-Trump               be
2017-Trump...2433 2017-Trump       remembered
2017-Trump...2434 2017-Trump               as
2017-Trump...2435 2017-Trump              the
2017-Trump...2436 2017-Trump              day
2017-Trump...2437 2017-Trump              the
2017-Trump...2438 2017-Trump           people
2017-Trump...2439 2017-Trump           became
2017-Trump...2440 2017-Trump              the
2017-Trump...2441 2017-Trump           rulers
2017-Trump...2442 2017-Trump               of
2017-Trump...2443 2017-Trump             this
2017-Trump...2444 2017-Trump           nation
2017-Trump...2445 2017-Trump            again
2017-Trump...2446 2017-Trump              the
2017-Trump...2447 2017-Trump        forgotten
2017-Trump...2448 2017-Trump              men
2017-Trump...2449 2017-Trump              and
2017-Trump...2450 2017-Trump            women
2017-Trump...2451 2017-Trump               of
2017-Trump...2452 2017-Trump              our
2017-Trump...2453 2017-Trump          country
2017-Trump...2454 2017-Trump             will
2017-Trump...2455 2017-Trump               be
2017-Trump...2456 2017-Trump        forgotten
2017-Trump...2457 2017-Trump               no
2017-Trump...2458 2017-Trump           longer
2017-Trump...2459 2017-Trump         everyone
2017-Trump...2460 2017-Trump               is
2017-Trump...2461 2017-Trump        listening
2017-Trump...2462 2017-Trump               to
2017-Trump...2463 2017-Trump              you
2017-Trump...2464 2017-Trump              now
2017-Trump...2465 2017-Trump              you
2017-Trump...2466 2017-Trump             came
2017-Trump...2467 2017-Trump               by
2017-Trump...2468 2017-Trump              the
2017-Trump...2469 2017-Trump             tens
2017-Trump...2470 2017-Trump               of
2017-Trump...2471 2017-Trump         millions
2017-Trump...2472 2017-Trump               to
2017-Trump...2473 2017-Trump           become
2017-Trump...2474 2017-Trump             part
2017-Trump...2475 2017-Trump               of
2017-Trump...2476 2017-Trump                a
2017-Trump...2477 2017-Trump         historic
2017-Trump...2478 2017-Trump         movement
2017-Trump...2479 2017-Trump              the
2017-Trump...2480 2017-Trump            likes
2017-Trump...2481 2017-Trump               of
2017-Trump...2482 2017-Trump            which
2017-Trump...2483 2017-Trump              the
2017-Trump...2484 2017-Trump            world
2017-Trump...2485 2017-Trump              has
2017-Trump...2486 2017-Trump            never
2017-Trump...2487 2017-Trump             seen
2017-Trump...2488 2017-Trump           before
2017-Trump...2489 2017-Trump               at
2017-Trump...2490 2017-Trump              the
2017-Trump...2491 2017-Trump           center
2017-Trump...2492 2017-Trump               of
2017-Trump...2493 2017-Trump             this
2017-Trump...2494 2017-Trump         movement
2017-Trump...2495 2017-Trump               is
2017-Trump...2496 2017-Trump                a
2017-Trump...2497 2017-Trump          crucial
2017-Trump...2498 2017-Trump       conviction
2017-Trump...2499 2017-Trump             that
2017-Trump...2500 2017-Trump                a
2017-Trump...2501 2017-Trump           nation
2017-Trump...2502 2017-Trump           exists
2017-Trump...2503 2017-Trump               to
2017-Trump...2504 2017-Trump            serve
2017-Trump...2505 2017-Trump              its
2017-Trump...2506 2017-Trump         citizens
2017-Trump...2507 2017-Trump        americans
2017-Trump...2508 2017-Trump             want
2017-Trump...2509 2017-Trump            great
2017-Trump...2510 2017-Trump          schools
2017-Trump...2511 2017-Trump              for
2017-Trump...2512 2017-Trump            their
2017-Trump...2513 2017-Trump         children
2017-Trump...2514 2017-Trump             safe
2017-Trump...2515 2017-Trump    neighborhoods
2017-Trump...2516 2017-Trump              for
2017-Trump...2517 2017-Trump            their
2017-Trump...2518 2017-Trump         families
2017-Trump...2519 2017-Trump              and
2017-Trump...2520 2017-Trump             good
2017-Trump...2521 2017-Trump             jobs
2017-Trump...2522 2017-Trump              for
2017-Trump...2523 2017-Trump       themselves
2017-Trump...2524 2017-Trump            these
2017-Trump...2525 2017-Trump              are
2017-Trump...2526 2017-Trump             just
2017-Trump...2527 2017-Trump              and
2017-Trump...2528 2017-Trump       reasonable
2017-Trump...2529 2017-Trump          demands
2017-Trump...2530 2017-Trump               of
2017-Trump...2531 2017-Trump        righteous
2017-Trump...2532 2017-Trump           people
2017-Trump...2533 2017-Trump              and
2017-Trump...2534 2017-Trump                a
2017-Trump...2535 2017-Trump        righteous
2017-Trump...2536 2017-Trump           public
2017-Trump...2537 2017-Trump              but
2017-Trump...2538 2017-Trump              for
2017-Trump...2539 2017-Trump              too
2017-Trump...2540 2017-Trump             many
2017-Trump...2541 2017-Trump               of
2017-Trump...2542 2017-Trump              our
2017-Trump...2543 2017-Trump         citizens
2017-Trump...2544 2017-Trump                a
2017-Trump...2545 2017-Trump        different
2017-Trump...2546 2017-Trump          reality
2017-Trump...2547 2017-Trump           exists
2017-Trump...2548 2017-Trump          mothers
2017-Trump...2549 2017-Trump              and
2017-Trump...2550 2017-Trump         children
2017-Trump...2551 2017-Trump          trapped
2017-Trump...2552 2017-Trump               in
2017-Trump...2553 2017-Trump          poverty
2017-Trump...2554 2017-Trump               in
2017-Trump...2555 2017-Trump              our
2017-Trump...2556 2017-Trump            inner
2017-Trump...2557 2017-Trump           cities
2017-Trump...2558 2017-Trump           rusted
2017-Trump...2559 2017-Trump              out
2017-Trump...2560 2017-Trump        factories
2017-Trump...2561 2017-Trump        scattered
2017-Trump...2562 2017-Trump             like
2017-Trump...2563 2017-Trump       tombstones
2017-Trump...2564 2017-Trump           across
2017-Trump...2565 2017-Trump              the
2017-Trump...2566 2017-Trump        landscape
2017-Trump...2567 2017-Trump               of
2017-Trump...2568 2017-Trump              our
2017-Trump...2569 2017-Trump           nation
2017-Trump...2570 2017-Trump               an
2017-Trump...2571 2017-Trump        education
2017-Trump...2572 2017-Trump           system
2017-Trump...2573 2017-Trump            flush
2017-Trump...2574 2017-Trump             with
2017-Trump...2575 2017-Trump             cash
2017-Trump...2576 2017-Trump              but
2017-Trump...2577 2017-Trump            which
2017-Trump...2578 2017-Trump           leaves
2017-Trump...2579 2017-Trump              our
2017-Trump...2580 2017-Trump            young
2017-Trump...2581 2017-Trump              and
2017-Trump...2582 2017-Trump        beautiful
2017-Trump...2583 2017-Trump         students
2017-Trump...2584 2017-Trump         deprived
2017-Trump...2585 2017-Trump               of
2017-Trump...2586 2017-Trump              all
2017-Trump...2587 2017-Trump        knowledge
2017-Trump...2588 2017-Trump              and
2017-Trump...2589 2017-Trump              the
2017-Trump...2590 2017-Trump            crime
2017-Trump...2591 2017-Trump              and
2017-Trump...2592 2017-Trump              the
2017-Trump...2593 2017-Trump            gangs
2017-Trump...2594 2017-Trump              and
2017-Trump...2595 2017-Trump              the
2017-Trump...2596 2017-Trump            drugs
2017-Trump...2597 2017-Trump             that
2017-Trump...2598 2017-Trump             have
2017-Trump...2599 2017-Trump           stolen
2017-Trump...2600 2017-Trump              too
2017-Trump...2601 2017-Trump             many
2017-Trump...2602 2017-Trump            lives
2017-Trump...2603 2017-Trump              and
2017-Trump...2604 2017-Trump           robbed
2017-Trump...2605 2017-Trump              our
2017-Trump...2606 2017-Trump          country
2017-Trump...2607 2017-Trump               of
2017-Trump...2608 2017-Trump               so
2017-Trump...2609 2017-Trump             much
2017-Trump...2610 2017-Trump       unrealized
2017-Trump...2611 2017-Trump        potential
2017-Trump...2612 2017-Trump             this
2017-Trump...2613 2017-Trump         american
2017-Trump...2614 2017-Trump          carnage
2017-Trump...2615 2017-Trump            stops
2017-Trump...2616 2017-Trump            right
2017-Trump...2617 2017-Trump             here
2017-Trump...2618 2017-Trump              and
2017-Trump...2619 2017-Trump            stops
2017-Trump...2620 2017-Trump            right
2017-Trump...2621 2017-Trump              now
2017-Trump...2622 2017-Trump               we
2017-Trump...2623 2017-Trump              are
2017-Trump...2624 2017-Trump              one
2017-Trump...2625 2017-Trump           nation
2017-Trump...2626 2017-Trump              and
2017-Trump...2627 2017-Trump            their
2017-Trump...2628 2017-Trump             pain
2017-Trump...2629 2017-Trump               is
2017-Trump...2630 2017-Trump              our
2017-Trump...2631 2017-Trump             pain
2017-Trump...2632 2017-Trump            their
2017-Trump...2633 2017-Trump           dreams
2017-Trump...2634 2017-Trump              are
2017-Trump...2635 2017-Trump              our
2017-Trump...2636 2017-Trump           dreams
2017-Trump...2637 2017-Trump              and
2017-Trump...2638 2017-Trump            their
2017-Trump...2639 2017-Trump          success
2017-Trump...2640 2017-Trump             will
2017-Trump...2641 2017-Trump               be
2017-Trump...2642 2017-Trump              our
2017-Trump...2643 2017-Trump          success
2017-Trump...2644 2017-Trump               we
2017-Trump...2645 2017-Trump            share
2017-Trump...2646 2017-Trump              one
2017-Trump...2647 2017-Trump            heart
2017-Trump...2648 2017-Trump              one
2017-Trump...2649 2017-Trump             home
2017-Trump...2650 2017-Trump              and
2017-Trump...2651 2017-Trump              one
2017-Trump...2652 2017-Trump         glorious
2017-Trump...2653 2017-Trump          destiny
2017-Trump...2654 2017-Trump              the
2017-Trump...2655 2017-Trump             oath
2017-Trump...2656 2017-Trump               of
2017-Trump...2657 2017-Trump           office
2017-Trump...2658 2017-Trump                i
2017-Trump...2659 2017-Trump             take
2017-Trump...2660 2017-Trump            today
2017-Trump...2661 2017-Trump               is
2017-Trump...2662 2017-Trump               an
2017-Trump...2663 2017-Trump             oath
2017-Trump...2664 2017-Trump               of
2017-Trump...2665 2017-Trump       allegiance
2017-Trump...2666 2017-Trump               to
2017-Trump...2667 2017-Trump              all
2017-Trump...2668 2017-Trump        americans
2017-Trump...2669 2017-Trump              for
2017-Trump...2670 2017-Trump             many
2017-Trump...2671 2017-Trump          decades
2017-Trump...2672 2017-Trump            we've
2017-Trump...2673 2017-Trump         enriched
2017-Trump...2674 2017-Trump          foreign
2017-Trump...2675 2017-Trump         industry
2017-Trump...2676 2017-Trump               at
2017-Trump...2677 2017-Trump              the
2017-Trump...2678 2017-Trump          expense
2017-Trump...2679 2017-Trump               of
2017-Trump...2680 2017-Trump         american
2017-Trump...2681 2017-Trump         industry
2017-Trump...2682 2017-Trump       subsidized
2017-Trump...2683 2017-Trump              the
2017-Trump...2684 2017-Trump           armies
2017-Trump...2685 2017-Trump               of
2017-Trump...2686 2017-Trump            other
2017-Trump...2687 2017-Trump        countries
2017-Trump...2688 2017-Trump            while
2017-Trump...2689 2017-Trump         allowing
2017-Trump...2690 2017-Trump              for
2017-Trump...2691 2017-Trump              the
2017-Trump...2692 2017-Trump             very
2017-Trump...2693 2017-Trump              sad
2017-Trump...2694 2017-Trump        depletion
2017-Trump...2695 2017-Trump               of
2017-Trump...2696 2017-Trump              our
2017-Trump...2697 2017-Trump         military
2017-Trump...2698 2017-Trump            we've
2017-Trump...2699 2017-Trump         defended
2017-Trump...2700 2017-Trump            other
2017-Trump...2701 2017-Trump          nations
2017-Trump...2702 2017-Trump          borders
2017-Trump...2703 2017-Trump            while
2017-Trump...2704 2017-Trump         refusing
2017-Trump...2705 2017-Trump               to
2017-Trump...2706 2017-Trump           defend
2017-Trump...2707 2017-Trump              our
2017-Trump...2708 2017-Trump              own
2017-Trump...2709 2017-Trump              and
2017-Trump...2710 2017-Trump            spent
2017-Trump...2711 2017-Trump        trillions
2017-Trump...2712 2017-Trump              and
2017-Trump...2713 2017-Trump        trillions
2017-Trump...2714 2017-Trump               of
2017-Trump...2715 2017-Trump          dollars
2017-Trump...2716 2017-Trump         overseas
2017-Trump...2717 2017-Trump            while
2017-Trump...2718 2017-Trump        america's
2017-Trump...2719 2017-Trump   infrastructure
2017-Trump...2720 2017-Trump              has
2017-Trump...2721 2017-Trump           fallen
2017-Trump...2722 2017-Trump             into
2017-Trump...2723 2017-Trump        disrepair
2017-Trump...2724 2017-Trump              and
2017-Trump...2725 2017-Trump            decay
2017-Trump...2726 2017-Trump            we've
2017-Trump...2727 2017-Trump             made
2017-Trump...2728 2017-Trump            other
2017-Trump...2729 2017-Trump        countries
2017-Trump...2730 2017-Trump             rich
2017-Trump...2731 2017-Trump            while
2017-Trump...2732 2017-Trump              the
2017-Trump...2733 2017-Trump           wealth
2017-Trump...2734 2017-Trump         strength
2017-Trump...2735 2017-Trump              and
2017-Trump...2736 2017-Trump       confidence
2017-Trump...2737 2017-Trump               of
2017-Trump...2738 2017-Trump              our
2017-Trump...2739 2017-Trump          country
2017-Trump...2740 2017-Trump              has
2017-Trump...2741 2017-Trump       dissipated
2017-Trump...2742 2017-Trump             over
2017-Trump...2743 2017-Trump              the
2017-Trump...2744 2017-Trump          horizon
2017-Trump...2745 2017-Trump              one
2017-Trump...2746 2017-Trump               by
2017-Trump...2747 2017-Trump              one
2017-Trump...2748 2017-Trump              the
2017-Trump...2749 2017-Trump        factories
2017-Trump...2750 2017-Trump        shuttered
2017-Trump...2751 2017-Trump              and
2017-Trump...2752 2017-Trump             left
2017-Trump...2753 2017-Trump              our
2017-Trump...2754 2017-Trump           shores
2017-Trump...2755 2017-Trump             with
2017-Trump...2756 2017-Trump              not
2017-Trump...2757 2017-Trump             even
2017-Trump...2758 2017-Trump                a
2017-Trump...2759 2017-Trump          thought
2017-Trump...2760 2017-Trump            about
2017-Trump...2761 2017-Trump              the
2017-Trump...2762 2017-Trump         millions
2017-Trump...2763 2017-Trump              and
2017-Trump...2764 2017-Trump         millions
2017-Trump...2765 2017-Trump               of
2017-Trump...2766 2017-Trump         american
2017-Trump...2767 2017-Trump          workers
2017-Trump...2768 2017-Trump             that
2017-Trump...2769 2017-Trump             were
2017-Trump...2770 2017-Trump             left
2017-Trump...2771 2017-Trump           behind
2017-Trump...2772 2017-Trump              the
2017-Trump...2773 2017-Trump           wealth
2017-Trump...2774 2017-Trump               of
2017-Trump...2775 2017-Trump              our
2017-Trump...2776 2017-Trump           middle
2017-Trump...2777 2017-Trump            class
2017-Trump...2778 2017-Trump              has
2017-Trump...2779 2017-Trump             been
2017-Trump...2780 2017-Trump           ripped
2017-Trump...2781 2017-Trump             from
2017-Trump...2782 2017-Trump            their
2017-Trump...2783 2017-Trump            homes
2017-Trump...2784 2017-Trump              and
2017-Trump...2785 2017-Trump             then
2017-Trump...2786 2017-Trump    redistributed
2017-Trump...2787 2017-Trump              all
2017-Trump...2788 2017-Trump           across
2017-Trump...2789 2017-Trump              the
2017-Trump...2790 2017-Trump            world
2017-Trump...2791 2017-Trump              but
2017-Trump...2792 2017-Trump             that
2017-Trump...2793 2017-Trump               is
2017-Trump...2794 2017-Trump              the
2017-Trump...2795 2017-Trump             past
2017-Trump...2796 2017-Trump              and
2017-Trump...2797 2017-Trump              now
2017-Trump...2798 2017-Trump               we
2017-Trump...2799 2017-Trump              are
2017-Trump...2800 2017-Trump          looking
2017-Trump...2801 2017-Trump             only
2017-Trump...2802 2017-Trump               to
2017-Trump...2803 2017-Trump              the
2017-Trump...2804 2017-Trump           future
2017-Trump...2805 2017-Trump               we
2017-Trump...2806 2017-Trump        assembled
2017-Trump...2807 2017-Trump             here
2017-Trump...2808 2017-Trump            today
2017-Trump...2809 2017-Trump              are
2017-Trump...2810 2017-Trump          issuing
2017-Trump...2811 2017-Trump                a
2017-Trump...2812 2017-Trump              new
2017-Trump...2813 2017-Trump           decree
2017-Trump...2814 2017-Trump               to
2017-Trump...2815 2017-Trump               be
2017-Trump...2816 2017-Trump            heard
2017-Trump...2817 2017-Trump               in
2017-Trump...2818 2017-Trump            every
2017-Trump...2819 2017-Trump             city
2017-Trump...2820 2017-Trump               in
2017-Trump...2821 2017-Trump            every
2017-Trump...2822 2017-Trump          foreign
2017-Trump...2823 2017-Trump          capital
2017-Trump...2824 2017-Trump              and
2017-Trump...2825 2017-Trump               in
2017-Trump...2826 2017-Trump            every
2017-Trump...2827 2017-Trump             hall
2017-Trump...2828 2017-Trump               of
2017-Trump...2829 2017-Trump            power
2017-Trump...2830 2017-Trump             from
2017-Trump...2831 2017-Trump             this
2017-Trump...2832 2017-Trump              day
2017-Trump...2833 2017-Trump          forward
2017-Trump...2834 2017-Trump                a
2017-Trump...2835 2017-Trump              new
2017-Trump...2836 2017-Trump           vision
2017-Trump...2837 2017-Trump             will
2017-Trump...2838 2017-Trump           govern
2017-Trump...2839 2017-Trump              our
2017-Trump...2840 2017-Trump             land
2017-Trump...2841 2017-Trump             from
2017-Trump...2842 2017-Trump             this
2017-Trump...2843 2017-Trump              day
2017-Trump...2844 2017-Trump          forward
2017-Trump...2845 2017-Trump             it's
2017-Trump...2846 2017-Trump            going
2017-Trump...2847 2017-Trump               to
2017-Trump...2848 2017-Trump               be
2017-Trump...2849 2017-Trump             only
2017-Trump...2850 2017-Trump          america
2017-Trump...2851 2017-Trump            first
2017-Trump...2852 2017-Trump          america
2017-Trump...2853 2017-Trump            first
2017-Trump...2854 2017-Trump            every
2017-Trump...2855 2017-Trump         decision
2017-Trump...2856 2017-Trump               on
2017-Trump...2857 2017-Trump            trade
2017-Trump...2858 2017-Trump               on
2017-Trump...2859 2017-Trump            taxes
2017-Trump...2860 2017-Trump               on
2017-Trump...2861 2017-Trump      immigration
2017-Trump...2862 2017-Trump               on
2017-Trump...2863 2017-Trump          foreign
2017-Trump...2864 2017-Trump          affairs
2017-Trump...2865 2017-Trump             will
2017-Trump...2866 2017-Trump               be
2017-Trump...2867 2017-Trump             made
2017-Trump...2868 2017-Trump               to
2017-Trump...2869 2017-Trump          benefit
2017-Trump...2870 2017-Trump         american
2017-Trump...2871 2017-Trump          workers
2017-Trump...2872 2017-Trump              and
2017-Trump...2873 2017-Trump         american
2017-Trump...2874 2017-Trump         families
2017-Trump...2875 2017-Trump               we
2017-Trump...2876 2017-Trump             must
2017-Trump...2877 2017-Trump          protect
2017-Trump...2878 2017-Trump              our
2017-Trump...2879 2017-Trump          borders
2017-Trump...2880 2017-Trump             from
2017-Trump...2881 2017-Trump              the
2017-Trump...2882 2017-Trump          ravages
2017-Trump...2883 2017-Trump               of
2017-Trump...2884 2017-Trump            other
2017-Trump...2885 2017-Trump        countries
2017-Trump...2886 2017-Trump           making
2017-Trump...2887 2017-Trump              our
2017-Trump...2888 2017-Trump         products
2017-Trump...2889 2017-Trump         stealing
2017-Trump...2890 2017-Trump              our
2017-Trump...2891 2017-Trump        companies
2017-Trump...2892 2017-Trump              and
2017-Trump...2893 2017-Trump       destroying
2017-Trump...2894 2017-Trump              our
2017-Trump...2895 2017-Trump             jobs
2017-Trump...2896 2017-Trump       protection
2017-Trump...2897 2017-Trump             will
2017-Trump...2898 2017-Trump             lead
2017-Trump...2899 2017-Trump               to
2017-Trump...2900 2017-Trump            great
2017-Trump...2901 2017-Trump       prosperity
2017-Trump...2902 2017-Trump              and
2017-Trump...2903 2017-Trump         strength
2017-Trump...2904 2017-Trump                i
2017-Trump...2905 2017-Trump             will
2017-Trump...2906 2017-Trump            fight
2017-Trump...2907 2017-Trump              for
2017-Trump...2908 2017-Trump              you
2017-Trump...2909 2017-Trump             with
2017-Trump...2910 2017-Trump            every
2017-Trump...2911 2017-Trump           breath
2017-Trump...2912 2017-Trump               in
2017-Trump...2913 2017-Trump               my
2017-Trump...2914 2017-Trump             body
2017-Trump...2915 2017-Trump              and
2017-Trump...2916 2017-Trump                i
2017-Trump...2917 2017-Trump             will
2017-Trump...2918 2017-Trump            never
2017-Trump...2919 2017-Trump             ever
2017-Trump...2920 2017-Trump              let
2017-Trump...2921 2017-Trump              you
2017-Trump...2922 2017-Trump             down
2017-Trump...2923 2017-Trump          america
2017-Trump...2924 2017-Trump             will
2017-Trump...2925 2017-Trump            start
2017-Trump...2926 2017-Trump          winning
2017-Trump...2927 2017-Trump            again
2017-Trump...2928 2017-Trump          winning
2017-Trump...2929 2017-Trump             like
2017-Trump...2930 2017-Trump            never
2017-Trump...2931 2017-Trump           before
2017-Trump...2932 2017-Trump               we
2017-Trump...2933 2017-Trump             will
2017-Trump...2934 2017-Trump            bring
2017-Trump...2935 2017-Trump             back
2017-Trump...2936 2017-Trump              our
2017-Trump...2937 2017-Trump             jobs
2017-Trump...2938 2017-Trump               we
2017-Trump...2939 2017-Trump             will
2017-Trump...2940 2017-Trump            bring
2017-Trump...2941 2017-Trump             back
2017-Trump...2942 2017-Trump              our
2017-Trump...2943 2017-Trump          borders
2017-Trump...2944 2017-Trump               we
2017-Trump...2945 2017-Trump             will
2017-Trump...2946 2017-Trump            bring
2017-Trump...2947 2017-Trump             back
2017-Trump...2948 2017-Trump              our
2017-Trump...2949 2017-Trump           wealth
2017-Trump...2950 2017-Trump              and
2017-Trump...2951 2017-Trump               we
2017-Trump...2952 2017-Trump             will
2017-Trump...2953 2017-Trump            bring
2017-Trump...2954 2017-Trump             back
2017-Trump...2955 2017-Trump              our
2017-Trump...2956 2017-Trump           dreams
2017-Trump...2957 2017-Trump               we
2017-Trump...2958 2017-Trump             will
2017-Trump...2959 2017-Trump            build
2017-Trump...2960 2017-Trump              new
2017-Trump...2961 2017-Trump            roads
2017-Trump...2962 2017-Trump              and
2017-Trump...2963 2017-Trump         highways
2017-Trump...2964 2017-Trump              and
2017-Trump...2965 2017-Trump          bridges
2017-Trump...2966 2017-Trump              and
2017-Trump...2967 2017-Trump         airports
2017-Trump...2968 2017-Trump              and
2017-Trump...2969 2017-Trump          tunnels
2017-Trump...2970 2017-Trump              and
2017-Trump...2971 2017-Trump         railways
2017-Trump...2972 2017-Trump              all
2017-Trump...2973 2017-Trump           across
2017-Trump...2974 2017-Trump              our
2017-Trump...2975 2017-Trump        wonderful
2017-Trump...2976 2017-Trump           nation
2017-Trump...2977 2017-Trump               we
2017-Trump...2978 2017-Trump             will
2017-Trump...2979 2017-Trump              get
2017-Trump...2980 2017-Trump              our
2017-Trump...2981 2017-Trump           people
2017-Trump...2982 2017-Trump              off
2017-Trump...2983 2017-Trump               of
2017-Trump...2984 2017-Trump          welfare
2017-Trump...2985 2017-Trump              and
2017-Trump...2986 2017-Trump             back
2017-Trump...2987 2017-Trump               to
2017-Trump...2988 2017-Trump             work
2017-Trump...2989 2017-Trump       rebuilding
2017-Trump...2990 2017-Trump              our
2017-Trump...2991 2017-Trump          country
2017-Trump...2992 2017-Trump             with
2017-Trump...2993 2017-Trump         american
2017-Trump...2994 2017-Trump            hands
2017-Trump...2995 2017-Trump              and
2017-Trump...2996 2017-Trump         american
2017-Trump...2997 2017-Trump            labor
2017-Trump...2998 2017-Trump               we
2017-Trump...2999 2017-Trump             will
2017-Trump...3000 2017-Trump           follow
2017-Trump...3001 2017-Trump              two
2017-Trump...3002 2017-Trump           simple
2017-Trump...3003 2017-Trump            rules
2017-Trump...3004 2017-Trump              buy
2017-Trump...3005 2017-Trump         american
2017-Trump...3006 2017-Trump              and
2017-Trump...3007 2017-Trump             hire
2017-Trump...3008 2017-Trump         american
2017-Trump...3009 2017-Trump               we
2017-Trump...3010 2017-Trump             will
2017-Trump...3011 2017-Trump             seek
2017-Trump...3012 2017-Trump       friendship
2017-Trump...3013 2017-Trump              and
2017-Trump...3014 2017-Trump         goodwill
2017-Trump...3015 2017-Trump             with
2017-Trump...3016 2017-Trump              the
2017-Trump...3017 2017-Trump          nations
2017-Trump...3018 2017-Trump               of
2017-Trump...3019 2017-Trump              the
2017-Trump...3020 2017-Trump            world
2017-Trump...3021 2017-Trump              but
2017-Trump...3022 2017-Trump               we
2017-Trump...3023 2017-Trump               do
2017-Trump...3024 2017-Trump               so
2017-Trump...3025 2017-Trump             with
2017-Trump...3026 2017-Trump              the
2017-Trump...3027 2017-Trump    understanding
2017-Trump...3028 2017-Trump             that
2017-Trump...3029 2017-Trump               it
2017-Trump...3030 2017-Trump               is
2017-Trump...3031 2017-Trump              the
2017-Trump...3032 2017-Trump            right
2017-Trump...3033 2017-Trump               of
2017-Trump...3034 2017-Trump              all
2017-Trump...3035 2017-Trump          nations
2017-Trump...3036 2017-Trump               to
2017-Trump...3037 2017-Trump              put
2017-Trump...3038 2017-Trump            their
2017-Trump...3039 2017-Trump              own
2017-Trump...3040 2017-Trump        interests
2017-Trump...3041 2017-Trump            first
2017-Trump...3042 2017-Trump               we
2017-Trump...3043 2017-Trump               do
2017-Trump...3044 2017-Trump              not
2017-Trump...3045 2017-Trump             seek
2017-Trump...3046 2017-Trump               to
2017-Trump...3047 2017-Trump           impose
2017-Trump...3048 2017-Trump              our
2017-Trump...3049 2017-Trump              way
2017-Trump...3050 2017-Trump               of
2017-Trump...3051 2017-Trump             life
2017-Trump...3052 2017-Trump               on
2017-Trump...3053 2017-Trump           anyone
2017-Trump...3054 2017-Trump              but
2017-Trump...3055 2017-Trump           rather
2017-Trump...3056 2017-Trump               to
2017-Trump...3057 2017-Trump              let
2017-Trump...3058 2017-Trump               it
2017-Trump...3059 2017-Trump            shine
2017-Trump...3060 2017-Trump               as
2017-Trump...3061 2017-Trump               an
2017-Trump...3062 2017-Trump          example
2017-Trump...3063 2017-Trump              for
2017-Trump...3064 2017-Trump         everyone
2017-Trump...3065 2017-Trump               to
2017-Trump...3066 2017-Trump           follow
2017-Trump...3067 2017-Trump               we
2017-Trump...3068 2017-Trump             will
2017-Trump...3069 2017-Trump        reinforce
2017-Trump...3070 2017-Trump              old
2017-Trump...3071 2017-Trump        alliances
2017-Trump...3072 2017-Trump              and
2017-Trump...3073 2017-Trump             form
2017-Trump...3074 2017-Trump              new
2017-Trump...3075 2017-Trump             ones
2017-Trump...3076 2017-Trump              and
2017-Trump...3077 2017-Trump            unite
2017-Trump...3078 2017-Trump              the
2017-Trump...3079 2017-Trump        civilized
2017-Trump...3080 2017-Trump            world
2017-Trump...3081 2017-Trump          against
2017-Trump...3082 2017-Trump          radical
2017-Trump...3083 2017-Trump          islamic
2017-Trump...3084 2017-Trump        terrorism
2017-Trump...3085 2017-Trump            which
2017-Trump...3086 2017-Trump               we
2017-Trump...3087 2017-Trump             will
2017-Trump...3088 2017-Trump        eradicate
2017-Trump...3089 2017-Trump             from
2017-Trump...3090 2017-Trump              the
2017-Trump...3091 2017-Trump             face
2017-Trump...3092 2017-Trump               of
2017-Trump...3093 2017-Trump              the
2017-Trump...3094 2017-Trump            earth
2017-Trump...3095 2017-Trump               at
2017-Trump...3096 2017-Trump              the
2017-Trump...3097 2017-Trump          bedrock
2017-Trump...3098 2017-Trump               of
2017-Trump...3099 2017-Trump              our
2017-Trump...3100 2017-Trump         politics
2017-Trump...3101 2017-Trump             will
2017-Trump...3102 2017-Trump               be
2017-Trump...3103 2017-Trump                a
2017-Trump...3104 2017-Trump            total
2017-Trump...3105 2017-Trump       allegiance
2017-Trump...3106 2017-Trump               to
2017-Trump...3107 2017-Trump              the
2017-Trump...3108 2017-Trump           united
2017-Trump...3109 2017-Trump           states
2017-Trump...3110 2017-Trump               of
2017-Trump...3111 2017-Trump          america
2017-Trump...3112 2017-Trump              and
2017-Trump...3113 2017-Trump          through
2017-Trump...3114 2017-Trump              our
2017-Trump...3115 2017-Trump          loyalty
2017-Trump...3116 2017-Trump               to
2017-Trump...3117 2017-Trump              our
2017-Trump...3118 2017-Trump          country
2017-Trump...3119 2017-Trump               we
2017-Trump...3120 2017-Trump             will
2017-Trump...3121 2017-Trump       rediscover
2017-Trump...3122 2017-Trump              our
2017-Trump...3123 2017-Trump          loyalty
2017-Trump...3124 2017-Trump               to
2017-Trump...3125 2017-Trump             each
2017-Trump...3126 2017-Trump            other
2017-Trump...3127 2017-Trump             when
2017-Trump...3128 2017-Trump              you
2017-Trump...3129 2017-Trump             open
2017-Trump...3130 2017-Trump             your
2017-Trump...3131 2017-Trump            heart
2017-Trump...3132 2017-Trump               to
2017-Trump...3133 2017-Trump       patriotism
2017-Trump...3134 2017-Trump            there
2017-Trump...3135 2017-Trump               is
2017-Trump...3136 2017-Trump               no
2017-Trump...3137 2017-Trump             room
2017-Trump...3138 2017-Trump              for
2017-Trump...3139 2017-Trump        prejudice
2017-Trump...3140 2017-Trump              the
2017-Trump...3141 2017-Trump            bible
2017-Trump...3142 2017-Trump            tells
2017-Trump...3143 2017-Trump               us
2017-Trump...3144 2017-Trump              how
2017-Trump...3145 2017-Trump             good
2017-Trump...3146 2017-Trump              and
2017-Trump...3147 2017-Trump         pleasant
2017-Trump...3148 2017-Trump               it
2017-Trump...3149 2017-Trump               is
2017-Trump...3150 2017-Trump             when
2017-Trump...3151 2017-Trump            god's
2017-Trump...3152 2017-Trump           people
2017-Trump...3153 2017-Trump             live
2017-Trump...3154 2017-Trump         together
2017-Trump...3155 2017-Trump               in
2017-Trump...3156 2017-Trump            unity
2017-Trump...3157 2017-Trump               we
2017-Trump...3158 2017-Trump             must
2017-Trump...3159 2017-Trump            speak
2017-Trump...3160 2017-Trump              our
2017-Trump...3161 2017-Trump            minds
2017-Trump...3162 2017-Trump           openly
2017-Trump...3163 2017-Trump           debate
2017-Trump...3164 2017-Trump              our
2017-Trump...3165 2017-Trump    disagreements
2017-Trump...3166 2017-Trump         honestly
2017-Trump...3167 2017-Trump              but
2017-Trump...3168 2017-Trump           always
2017-Trump...3169 2017-Trump           pursue
2017-Trump...3170 2017-Trump       solidarity
2017-Trump...3171 2017-Trump             when
2017-Trump...3172 2017-Trump          america
2017-Trump...3173 2017-Trump               is
2017-Trump...3174 2017-Trump           united
2017-Trump...3175 2017-Trump          america
2017-Trump...3176 2017-Trump               is
2017-Trump...3177 2017-Trump          totally
2017-Trump...3178 2017-Trump      unstoppable
2017-Trump...3179 2017-Trump            there
2017-Trump...3180 2017-Trump           should
2017-Trump...3181 2017-Trump               be
2017-Trump...3182 2017-Trump               no
2017-Trump...3183 2017-Trump             fear
2017-Trump...3184 2017-Trump               we
2017-Trump...3185 2017-Trump              are
2017-Trump...3186 2017-Trump        protected
2017-Trump...3187 2017-Trump              and
2017-Trump...3188 2017-Trump               we
2017-Trump...3189 2017-Trump             will
2017-Trump...3190 2017-Trump           always
2017-Trump...3191 2017-Trump               be
2017-Trump...3192 2017-Trump        protected
2017-Trump...3193 2017-Trump               we
2017-Trump...3194 2017-Trump             will
2017-Trump...3195 2017-Trump               be
2017-Trump...3196 2017-Trump        protected
2017-Trump...3197 2017-Trump               by
2017-Trump...3198 2017-Trump              the
2017-Trump...3199 2017-Trump            great
2017-Trump...3200 2017-Trump              men
2017-Trump...3201 2017-Trump              and
2017-Trump...3202 2017-Trump            women
2017-Trump...3203 2017-Trump               of
2017-Trump...3204 2017-Trump              our
2017-Trump...3205 2017-Trump         military
2017-Trump...3206 2017-Trump              and
2017-Trump...3207 2017-Trump              law
2017-Trump...3208 2017-Trump      enforcement
2017-Trump...3209 2017-Trump              and
2017-Trump...3210 2017-Trump             most
2017-Trump...3211 2017-Trump      importantly
2017-Trump...3212 2017-Trump               we
2017-Trump...3213 2017-Trump              are
2017-Trump...3214 2017-Trump        protected
2017-Trump...3215 2017-Trump               by
2017-Trump...3216 2017-Trump              god
2017-Trump...3217 2017-Trump          finally
2017-Trump...3218 2017-Trump               we
2017-Trump...3219 2017-Trump             must
2017-Trump...3220 2017-Trump            think
2017-Trump...3221 2017-Trump              big
2017-Trump...3222 2017-Trump              and
2017-Trump...3223 2017-Trump            dream
2017-Trump...3224 2017-Trump             even
2017-Trump...3225 2017-Trump           bigger
2017-Trump...3226 2017-Trump               in
2017-Trump...3227 2017-Trump          america
2017-Trump...3228 2017-Trump               we
2017-Trump...3229 2017-Trump       understand
2017-Trump...3230 2017-Trump             that
2017-Trump...3231 2017-Trump                a
2017-Trump...3232 2017-Trump           nation
2017-Trump...3233 2017-Trump               is
2017-Trump...3234 2017-Trump             only
2017-Trump...3235 2017-Trump           living
2017-Trump...3236 2017-Trump               as
2017-Trump...3237 2017-Trump             long
2017-Trump...3238 2017-Trump               as
2017-Trump...3239 2017-Trump               it
2017-Trump...3240 2017-Trump               is
2017-Trump...3241 2017-Trump         striving
2017-Trump...3242 2017-Trump               we
2017-Trump...3243 2017-Trump             will
2017-Trump...3244 2017-Trump               no
2017-Trump...3245 2017-Trump           longer
2017-Trump...3246 2017-Trump           accept
2017-Trump...3247 2017-Trump      politicians
2017-Trump...3248 2017-Trump              who
2017-Trump...3249 2017-Trump              are
2017-Trump...3250 2017-Trump              all
2017-Trump...3251 2017-Trump             talk
2017-Trump...3252 2017-Trump              and
2017-Trump...3253 2017-Trump               no
2017-Trump...3254 2017-Trump           action
2017-Trump...3255 2017-Trump       constantly
2017-Trump...3256 2017-Trump      complaining
2017-Trump...3257 2017-Trump              but
2017-Trump...3258 2017-Trump            never
2017-Trump...3259 2017-Trump            doing
2017-Trump...3260 2017-Trump         anything
2017-Trump...3261 2017-Trump            about
2017-Trump...3262 2017-Trump               it
2017-Trump...3263 2017-Trump              the
2017-Trump...3264 2017-Trump             time
2017-Trump...3265 2017-Trump              for
2017-Trump...3266 2017-Trump            empty
2017-Trump...3267 2017-Trump             talk
2017-Trump...3268 2017-Trump               is
2017-Trump...3269 2017-Trump             over
2017-Trump...3270 2017-Trump              now
2017-Trump...3271 2017-Trump          arrives
2017-Trump...3272 2017-Trump              the
2017-Trump...3273 2017-Trump             hour
2017-Trump...3274 2017-Trump               of
2017-Trump...3275 2017-Trump           action
2017-Trump...3276 2017-Trump               do
2017-Trump...3277 2017-Trump              not
2017-Trump...3278 2017-Trump              let
2017-Trump...3279 2017-Trump           anyone
2017-Trump...3280 2017-Trump             tell
2017-Trump...3281 2017-Trump              you
2017-Trump...3282 2017-Trump               it
2017-Trump...3283 2017-Trump           cannot
2017-Trump...3284 2017-Trump               be
2017-Trump...3285 2017-Trump             done
2017-Trump...3286 2017-Trump               no
2017-Trump...3287 2017-Trump        challenge
2017-Trump...3288 2017-Trump              can
2017-Trump...3289 2017-Trump            match
2017-Trump...3290 2017-Trump              the
2017-Trump...3291 2017-Trump            heart
2017-Trump...3292 2017-Trump              and
2017-Trump...3293 2017-Trump            fight
2017-Trump...3294 2017-Trump              and
2017-Trump...3295 2017-Trump           spirit
2017-Trump...3296 2017-Trump               of
2017-Trump...3297 2017-Trump          america
2017-Trump...3298 2017-Trump               we
2017-Trump...3299 2017-Trump             will
2017-Trump...3300 2017-Trump              not
2017-Trump...3301 2017-Trump             fail
2017-Trump...3302 2017-Trump              our
2017-Trump...3303 2017-Trump          country
2017-Trump...3304 2017-Trump             will
2017-Trump...3305 2017-Trump           thrive
2017-Trump...3306 2017-Trump              and
2017-Trump...3307 2017-Trump          prosper
2017-Trump...3308 2017-Trump            again
2017-Trump...3309 2017-Trump               we
2017-Trump...3310 2017-Trump            stand
2017-Trump...3311 2017-Trump               at
2017-Trump...3312 2017-Trump              the
2017-Trump...3313 2017-Trump            birth
2017-Trump...3314 2017-Trump               of
2017-Trump...3315 2017-Trump                a
2017-Trump...3316 2017-Trump              new
2017-Trump...3317 2017-Trump       millennium
2017-Trump...3318 2017-Trump            ready
2017-Trump...3319 2017-Trump               to
2017-Trump...3320 2017-Trump           unlock
2017-Trump...3321 2017-Trump              the
2017-Trump...3322 2017-Trump        mysteries
2017-Trump...3323 2017-Trump               of
2017-Trump...3324 2017-Trump            space
2017-Trump...3325 2017-Trump               to
2017-Trump...3326 2017-Trump             free
2017-Trump...3327 2017-Trump              the
2017-Trump...3328 2017-Trump            earth
2017-Trump...3329 2017-Trump             from
2017-Trump...3330 2017-Trump              the
2017-Trump...3331 2017-Trump         miseries
2017-Trump...3332 2017-Trump               of
2017-Trump...3333 2017-Trump          disease
2017-Trump...3334 2017-Trump              and
2017-Trump...3335 2017-Trump               to
2017-Trump...3336 2017-Trump          harness
2017-Trump...3337 2017-Trump              the
2017-Trump...3338 2017-Trump         energies
2017-Trump...3339 2017-Trump       industries
2017-Trump...3340 2017-Trump              and
2017-Trump...3341 2017-Trump     technologies
2017-Trump...3342 2017-Trump               of
2017-Trump...3343 2017-Trump         tomorrow
2017-Trump...3344 2017-Trump                a
2017-Trump...3345 2017-Trump              new
2017-Trump...3346 2017-Trump         national
2017-Trump...3347 2017-Trump            pride
2017-Trump...3348 2017-Trump             will
2017-Trump...3349 2017-Trump             stir
2017-Trump...3350 2017-Trump        ourselves
2017-Trump...3351 2017-Trump             lift
2017-Trump...3352 2017-Trump              our
2017-Trump...3353 2017-Trump           sights
2017-Trump...3354 2017-Trump              and
2017-Trump...3355 2017-Trump             heal
2017-Trump...3356 2017-Trump              our
2017-Trump...3357 2017-Trump        divisions
2017-Trump...3358 2017-Trump               it
2017-Trump...3359 2017-Trump               is
2017-Trump...3360 2017-Trump             time
2017-Trump...3361 2017-Trump               to
2017-Trump...3362 2017-Trump         remember
2017-Trump...3363 2017-Trump             that
2017-Trump...3364 2017-Trump              old
2017-Trump...3365 2017-Trump           wisdom
2017-Trump...3366 2017-Trump              our
2017-Trump...3367 2017-Trump         soldiers
2017-Trump...3368 2017-Trump             will
2017-Trump...3369 2017-Trump            never
2017-Trump...3370 2017-Trump           forget
2017-Trump...3371 2017-Trump             that
2017-Trump...3372 2017-Trump          whether
2017-Trump...3373 2017-Trump               we
2017-Trump...3374 2017-Trump              are
2017-Trump...3375 2017-Trump            black
2017-Trump...3376 2017-Trump               or
2017-Trump...3377 2017-Trump            brown
2017-Trump...3378 2017-Trump               or
2017-Trump...3379 2017-Trump            white
2017-Trump...3380 2017-Trump               we
2017-Trump...3381 2017-Trump              all
2017-Trump...3382 2017-Trump            bleed
2017-Trump...3383 2017-Trump              the
2017-Trump...3384 2017-Trump             same
2017-Trump...3385 2017-Trump              red
2017-Trump...3386 2017-Trump            blood
2017-Trump...3387 2017-Trump               of
2017-Trump...3388 2017-Trump         patriots
2017-Trump...3389 2017-Trump               we
2017-Trump...3390 2017-Trump              all
2017-Trump...3391 2017-Trump            enjoy
2017-Trump...3392 2017-Trump              the
2017-Trump...3393 2017-Trump             same
2017-Trump...3394 2017-Trump         glorious
2017-Trump...3395 2017-Trump         freedoms
2017-Trump...3396 2017-Trump              and
2017-Trump...3397 2017-Trump               we
2017-Trump...3398 2017-Trump              all
2017-Trump...3399 2017-Trump           salute
2017-Trump...3400 2017-Trump              the
2017-Trump...3401 2017-Trump             same
2017-Trump...3402 2017-Trump            great
2017-Trump...3403 2017-Trump         american
2017-Trump...3404 2017-Trump             flag
2017-Trump...3405 2017-Trump              and
2017-Trump...3406 2017-Trump          whether
2017-Trump...3407 2017-Trump                a
2017-Trump...3408 2017-Trump            child
2017-Trump...3409 2017-Trump               is
2017-Trump...3410 2017-Trump             born
2017-Trump...3411 2017-Trump               in
2017-Trump...3412 2017-Trump              the
2017-Trump...3413 2017-Trump            urban
2017-Trump...3414 2017-Trump           sprawl
2017-Trump...3415 2017-Trump               of
2017-Trump...3416 2017-Trump          detroit
2017-Trump...3417 2017-Trump               or
2017-Trump...3418 2017-Trump              the
2017-Trump...3419 2017-Trump        windswept
2017-Trump...3420 2017-Trump           plains
2017-Trump...3421 2017-Trump               of
2017-Trump...3422 2017-Trump         nebraska
2017-Trump...3423 2017-Trump             they
2017-Trump...3424 2017-Trump             look
2017-Trump...3425 2017-Trump               up
2017-Trump...3426 2017-Trump               at
2017-Trump...3427 2017-Trump              the
2017-Trump...3428 2017-Trump             same
2017-Trump...3429 2017-Trump            night
2017-Trump...3430 2017-Trump              sky
2017-Trump...3431 2017-Trump             they
2017-Trump...3432 2017-Trump             fill
2017-Trump...3433 2017-Trump            their
2017-Trump...3434 2017-Trump            heart
2017-Trump...3435 2017-Trump             with
2017-Trump...3436 2017-Trump              the
2017-Trump...3437 2017-Trump             same
2017-Trump...3438 2017-Trump           dreams
2017-Trump...3439 2017-Trump              and
2017-Trump...3440 2017-Trump             they
2017-Trump...3441 2017-Trump              are
2017-Trump...3442 2017-Trump          infused
2017-Trump...3443 2017-Trump             with
2017-Trump...3444 2017-Trump              the
2017-Trump...3445 2017-Trump           breath
2017-Trump...3446 2017-Trump               of
2017-Trump...3447 2017-Trump             life
2017-Trump...3448 2017-Trump               by
2017-Trump...3449 2017-Trump              the
2017-Trump...3450 2017-Trump             same
2017-Trump...3451 2017-Trump         almighty
2017-Trump...3452 2017-Trump          creator
2017-Trump...3453 2017-Trump               so
2017-Trump...3454 2017-Trump               to
2017-Trump...3455 2017-Trump              all
2017-Trump...3456 2017-Trump        americans
2017-Trump...3457 2017-Trump               in
2017-Trump...3458 2017-Trump            every
2017-Trump...3459 2017-Trump             city
2017-Trump...3460 2017-Trump             near
2017-Trump...3461 2017-Trump              and
2017-Trump...3462 2017-Trump              far
2017-Trump...3463 2017-Trump            small
2017-Trump...3464 2017-Trump              and
2017-Trump...3465 2017-Trump            large
2017-Trump...3466 2017-Trump             from
2017-Trump...3467 2017-Trump         mountain
2017-Trump...3468 2017-Trump               to
2017-Trump...3469 2017-Trump         mountain
2017-Trump...3470 2017-Trump              and
2017-Trump...3471 2017-Trump             from
2017-Trump...3472 2017-Trump            ocean
2017-Trump...3473 2017-Trump               to
2017-Trump...3474 2017-Trump            ocean
2017-Trump...3475 2017-Trump             hear
2017-Trump...3476 2017-Trump            these
2017-Trump...3477 2017-Trump            words
2017-Trump...3478 2017-Trump              you
2017-Trump...3479 2017-Trump             will
2017-Trump...3480 2017-Trump            never
2017-Trump...3481 2017-Trump               be
2017-Trump...3482 2017-Trump          ignored
2017-Trump...3483 2017-Trump            again
2017-Trump...3484 2017-Trump             your
2017-Trump...3485 2017-Trump            voice
2017-Trump...3486 2017-Trump             your
2017-Trump...3487 2017-Trump            hopes
2017-Trump...3488 2017-Trump              and
2017-Trump...3489 2017-Trump             your
2017-Trump...3490 2017-Trump           dreams
2017-Trump...3491 2017-Trump             will
2017-Trump...3492 2017-Trump           define
2017-Trump...3493 2017-Trump              our
2017-Trump...3494 2017-Trump         american
2017-Trump...3495 2017-Trump          destiny
2017-Trump...3496 2017-Trump              and
2017-Trump...3497 2017-Trump             your
2017-Trump...3498 2017-Trump          courage
2017-Trump...3499 2017-Trump              and
2017-Trump...3500 2017-Trump         goodness
2017-Trump...3501 2017-Trump              and
2017-Trump...3502 2017-Trump             love
2017-Trump...3503 2017-Trump             will
2017-Trump...3504 2017-Trump          forever
2017-Trump...3505 2017-Trump            guide
2017-Trump...3506 2017-Trump               us
2017-Trump...3507 2017-Trump            along
2017-Trump...3508 2017-Trump              the
2017-Trump...3509 2017-Trump              way
2017-Trump...3510 2017-Trump         together
2017-Trump...3511 2017-Trump               we
2017-Trump...3512 2017-Trump             will
2017-Trump...3513 2017-Trump             make
2017-Trump...3514 2017-Trump          america
2017-Trump...3515 2017-Trump           strong
2017-Trump...3516 2017-Trump            again
2017-Trump...3517 2017-Trump               we
2017-Trump...3518 2017-Trump             will
2017-Trump...3519 2017-Trump             make
2017-Trump...3520 2017-Trump          america
2017-Trump...3521 2017-Trump          wealthy
2017-Trump...3522 2017-Trump            again
2017-Trump...3523 2017-Trump               we
2017-Trump...3524 2017-Trump             will
2017-Trump...3525 2017-Trump             make
2017-Trump...3526 2017-Trump          america
2017-Trump...3527 2017-Trump            proud
2017-Trump...3528 2017-Trump            again
2017-Trump...3529 2017-Trump               we
2017-Trump...3530 2017-Trump             will
2017-Trump...3531 2017-Trump             make
2017-Trump...3532 2017-Trump          america
2017-Trump...3533 2017-Trump             safe
2017-Trump...3534 2017-Trump            again
2017-Trump...3535 2017-Trump              and
2017-Trump...3536 2017-Trump              yes
2017-Trump...3537 2017-Trump         together
2017-Trump...3538 2017-Trump               we
2017-Trump...3539 2017-Trump             will
2017-Trump...3540 2017-Trump             make
2017-Trump...3541 2017-Trump          america
2017-Trump...3542 2017-Trump            great
2017-Trump...3543 2017-Trump            again
2017-Trump...3544 2017-Trump            thank
2017-Trump...3545 2017-Trump              you
2017-Trump...3546 2017-Trump              god
2017-Trump...3547 2017-Trump            bless
2017-Trump...3548 2017-Trump              you
2017-Trump...3549 2017-Trump              and
2017-Trump...3550 2017-Trump              god
2017-Trump...3551 2017-Trump            bless
2017-Trump...3552 2017-Trump          america
2021-Biden...3553 2021-Biden            chief
2021-Biden...3554 2021-Biden          justice
2021-Biden...3555 2021-Biden          roberts
2021-Biden...3556 2021-Biden             vice
2021-Biden...3557 2021-Biden        president
2021-Biden...3558 2021-Biden           harris
2021-Biden...3559 2021-Biden          speaker
2021-Biden...3560 2021-Biden           pelosi
2021-Biden...3561 2021-Biden           leader
2021-Biden...3562 2021-Biden          schumer
2021-Biden...3563 2021-Biden           leader
2021-Biden...3564 2021-Biden        mcconnell
2021-Biden...3565 2021-Biden             vice
2021-Biden...3566 2021-Biden        president
2021-Biden...3567 2021-Biden            pence
2021-Biden...3568 2021-Biden    distinguished
2021-Biden...3569 2021-Biden           guests
2021-Biden...3570 2021-Biden              and
2021-Biden...3571 2021-Biden               my
2021-Biden...3572 2021-Biden           fellow
2021-Biden...3573 2021-Biden        americans
2021-Biden...3574 2021-Biden             this
2021-Biden...3575 2021-Biden               is
2021-Biden...3576 2021-Biden        america's
2021-Biden...3577 2021-Biden              day
2021-Biden...3578 2021-Biden             this
2021-Biden...3579 2021-Biden               is
2021-Biden...3580 2021-Biden      democracy's
2021-Biden...3581 2021-Biden              day
2021-Biden...3582 2021-Biden                a
2021-Biden...3583 2021-Biden              day
2021-Biden...3584 2021-Biden               of
2021-Biden...3585 2021-Biden          history
2021-Biden...3586 2021-Biden              and
2021-Biden...3587 2021-Biden             hope
2021-Biden...3588 2021-Biden               of
2021-Biden...3589 2021-Biden          renewal
2021-Biden...3590 2021-Biden              and
2021-Biden...3591 2021-Biden          resolve
2021-Biden...3592 2021-Biden          through
2021-Biden...3593 2021-Biden                a
2021-Biden...3594 2021-Biden         crucible
2021-Biden...3595 2021-Biden              for
2021-Biden...3596 2021-Biden              the
2021-Biden...3597 2021-Biden             ages
2021-Biden...3598 2021-Biden          america
2021-Biden...3599 2021-Biden              has
2021-Biden...3600 2021-Biden             been
2021-Biden...3601 2021-Biden           tested
2021-Biden...3602 2021-Biden             anew
2021-Biden...3603 2021-Biden              and
2021-Biden...3604 2021-Biden          america
2021-Biden...3605 2021-Biden              has
2021-Biden...3606 2021-Biden            risen
2021-Biden...3607 2021-Biden               to
2021-Biden...3608 2021-Biden              the
2021-Biden...3609 2021-Biden        challenge
2021-Biden...3610 2021-Biden            today
2021-Biden...3611 2021-Biden               we
2021-Biden...3612 2021-Biden        celebrate
2021-Biden...3613 2021-Biden              the
2021-Biden...3614 2021-Biden          triumph
2021-Biden...3615 2021-Biden              not
2021-Biden...3616 2021-Biden               of
2021-Biden...3617 2021-Biden                a
2021-Biden...3618 2021-Biden        candidate
2021-Biden...3619 2021-Biden              but
2021-Biden...3620 2021-Biden               of
2021-Biden...3621 2021-Biden                a
2021-Biden...3622 2021-Biden            cause
2021-Biden...3623 2021-Biden              the
2021-Biden...3624 2021-Biden            cause
2021-Biden...3625 2021-Biden               of
2021-Biden...3626 2021-Biden        democracy
2021-Biden...3627 2021-Biden              the
2021-Biden...3628 2021-Biden             will
2021-Biden...3629 2021-Biden               of
2021-Biden...3630 2021-Biden              the
2021-Biden...3631 2021-Biden           people
2021-Biden...3632 2021-Biden              has
2021-Biden...3633 2021-Biden             been
2021-Biden...3634 2021-Biden            heard
2021-Biden...3635 2021-Biden              and
2021-Biden...3636 2021-Biden              the
2021-Biden...3637 2021-Biden             will
2021-Biden...3638 2021-Biden               of
2021-Biden...3639 2021-Biden              the
2021-Biden...3640 2021-Biden           people
2021-Biden...3641 2021-Biden              has
2021-Biden...3642 2021-Biden             been
2021-Biden...3643 2021-Biden           heeded
2021-Biden...3644 2021-Biden               we
2021-Biden...3645 2021-Biden             have
2021-Biden...3646 2021-Biden          learned
2021-Biden...3647 2021-Biden            again
2021-Biden...3648 2021-Biden             that
2021-Biden...3649 2021-Biden        democracy
2021-Biden...3650 2021-Biden               is
2021-Biden...3651 2021-Biden         precious
2021-Biden...3652 2021-Biden        democracy
2021-Biden...3653 2021-Biden               is
2021-Biden...3654 2021-Biden          fragile
2021-Biden...3655 2021-Biden              and
2021-Biden...3656 2021-Biden               at
2021-Biden...3657 2021-Biden             this
2021-Biden...3658 2021-Biden             hour
2021-Biden...3659 2021-Biden               my
2021-Biden...3660 2021-Biden          friends
2021-Biden...3661 2021-Biden        democracy
2021-Biden...3662 2021-Biden              has
2021-Biden...3663 2021-Biden        prevailed
2021-Biden...3664 2021-Biden               so
2021-Biden...3665 2021-Biden              now
2021-Biden...3666 2021-Biden               on
2021-Biden...3667 2021-Biden             this
2021-Biden...3668 2021-Biden         hallowed
2021-Biden...3669 2021-Biden           ground
2021-Biden...3670 2021-Biden            where
2021-Biden...3671 2021-Biden             just
2021-Biden...3672 2021-Biden             days
2021-Biden...3673 2021-Biden              ago
2021-Biden...3674 2021-Biden         violence
2021-Biden...3675 2021-Biden           sought
2021-Biden...3676 2021-Biden               to
2021-Biden...3677 2021-Biden            shake
2021-Biden...3678 2021-Biden             this
2021-Biden...3679 2021-Biden        capitol's
2021-Biden...3680 2021-Biden             very
2021-Biden...3681 2021-Biden       foundation
2021-Biden...3682 2021-Biden               we
2021-Biden...3683 2021-Biden             come
2021-Biden...3684 2021-Biden         together
2021-Biden...3685 2021-Biden               as
2021-Biden...3686 2021-Biden              one
2021-Biden...3687 2021-Biden           nation
2021-Biden...3688 2021-Biden            under
2021-Biden...3689 2021-Biden              god
2021-Biden...3690 2021-Biden      indivisible
2021-Biden...3691 2021-Biden               to
2021-Biden...3692 2021-Biden            carry
2021-Biden...3693 2021-Biden              out
2021-Biden...3694 2021-Biden              the
2021-Biden...3695 2021-Biden         peaceful
2021-Biden...3696 2021-Biden         transfer
2021-Biden...3697 2021-Biden               of
2021-Biden...3698 2021-Biden            power
2021-Biden...3699 2021-Biden               as
2021-Biden...3700 2021-Biden               we
2021-Biden...3701 2021-Biden             have
2021-Biden...3702 2021-Biden              for
2021-Biden...3703 2021-Biden             more
2021-Biden...3704 2021-Biden             than
2021-Biden...3705 2021-Biden              two
2021-Biden...3706 2021-Biden        centuries
2021-Biden...3707 2021-Biden               we
2021-Biden...3708 2021-Biden             look
2021-Biden...3709 2021-Biden            ahead
2021-Biden...3710 2021-Biden               in
2021-Biden...3711 2021-Biden              our
2021-Biden...3712 2021-Biden         uniquely
2021-Biden...3713 2021-Biden         american
2021-Biden...3714 2021-Biden              way
2021-Biden...3715 2021-Biden         restless
2021-Biden...3716 2021-Biden             bold
2021-Biden...3717 2021-Biden       optimistic
2021-Biden...3718 2021-Biden              and
2021-Biden...3719 2021-Biden              set
2021-Biden...3720 2021-Biden              our
2021-Biden...3721 2021-Biden           sights
2021-Biden...3722 2021-Biden               on
2021-Biden...3723 2021-Biden              the
2021-Biden...3724 2021-Biden           nation
2021-Biden...3725 2021-Biden               we
2021-Biden...3726 2021-Biden             know
2021-Biden...3727 2021-Biden               we
2021-Biden...3728 2021-Biden              can
2021-Biden...3729 2021-Biden               be
2021-Biden...3730 2021-Biden              and
2021-Biden...3731 2021-Biden               we
2021-Biden...3732 2021-Biden             must
2021-Biden...3733 2021-Biden               be
2021-Biden...3734 2021-Biden                i
2021-Biden...3735 2021-Biden            thank
2021-Biden...3736 2021-Biden               my
2021-Biden...3737 2021-Biden     predecessors
2021-Biden...3738 2021-Biden               of
2021-Biden...3739 2021-Biden             both
2021-Biden...3740 2021-Biden          parties
2021-Biden...3741 2021-Biden              for
2021-Biden...3742 2021-Biden            their
2021-Biden...3743 2021-Biden         presence
2021-Biden...3744 2021-Biden             here
2021-Biden...3745 2021-Biden                i
2021-Biden...3746 2021-Biden            thank
2021-Biden...3747 2021-Biden             them
2021-Biden...3748 2021-Biden             from
2021-Biden...3749 2021-Biden              the
2021-Biden...3750 2021-Biden           bottom
2021-Biden...3751 2021-Biden               of
2021-Biden...3752 2021-Biden               my
2021-Biden...3753 2021-Biden            heart
2021-Biden...3754 2021-Biden              you
2021-Biden...3755 2021-Biden             know
2021-Biden...3756 2021-Biden              the
2021-Biden...3757 2021-Biden       resilience
2021-Biden...3758 2021-Biden               of
2021-Biden...3759 2021-Biden              our
2021-Biden...3760 2021-Biden     constitution
2021-Biden...3761 2021-Biden              and
2021-Biden...3762 2021-Biden              the
2021-Biden...3763 2021-Biden         strength
2021-Biden...3764 2021-Biden               of
2021-Biden...3765 2021-Biden              our
2021-Biden...3766 2021-Biden           nation
2021-Biden...3767 2021-Biden               as
2021-Biden...3768 2021-Biden             does
2021-Biden...3769 2021-Biden        president
2021-Biden...3770 2021-Biden           carter
2021-Biden...3771 2021-Biden              who
2021-Biden...3772 2021-Biden                i
2021-Biden...3773 2021-Biden            spoke
2021-Biden...3774 2021-Biden               to
2021-Biden...3775 2021-Biden             last
2021-Biden...3776 2021-Biden            night
2021-Biden...3777 2021-Biden              but
2021-Biden...3778 2021-Biden              who
2021-Biden...3779 2021-Biden           cannot
2021-Biden...3780 2021-Biden               be
2021-Biden...3781 2021-Biden             with
2021-Biden...3782 2021-Biden               us
2021-Biden...3783 2021-Biden            today
2021-Biden...3784 2021-Biden              but
2021-Biden...3785 2021-Biden             whom
2021-Biden...3786 2021-Biden               we
2021-Biden...3787 2021-Biden           salute
2021-Biden...3788 2021-Biden              for
2021-Biden...3789 2021-Biden              his
2021-Biden...3790 2021-Biden         lifetime
2021-Biden...3791 2021-Biden               of
2021-Biden...3792 2021-Biden          service
2021-Biden...3793 2021-Biden                i
2021-Biden...3794 2021-Biden             have
2021-Biden...3795 2021-Biden             just
2021-Biden...3796 2021-Biden            taken
2021-Biden...3797 2021-Biden              the
2021-Biden...3798 2021-Biden           sacred
2021-Biden...3799 2021-Biden             oath
2021-Biden...3800 2021-Biden             each
2021-Biden...3801 2021-Biden               of
2021-Biden...3802 2021-Biden            these
2021-Biden...3803 2021-Biden         patriots
2021-Biden...3804 2021-Biden             took
2021-Biden...3805 2021-Biden               an
2021-Biden...3806 2021-Biden             oath
2021-Biden...3807 2021-Biden            first
2021-Biden...3808 2021-Biden            sworn
2021-Biden...3809 2021-Biden               by
2021-Biden...3810 2021-Biden           george
2021-Biden...3811 2021-Biden       washington
2021-Biden...3812 2021-Biden              but
2021-Biden...3813 2021-Biden              the
2021-Biden...3814 2021-Biden         american
2021-Biden...3815 2021-Biden            story
2021-Biden...3816 2021-Biden          depends
2021-Biden...3817 2021-Biden              not
2021-Biden...3818 2021-Biden               on
2021-Biden...3819 2021-Biden              any
2021-Biden...3820 2021-Biden              one
2021-Biden...3821 2021-Biden               of
2021-Biden...3822 2021-Biden               us
2021-Biden...3823 2021-Biden              not
2021-Biden...3824 2021-Biden               on
2021-Biden...3825 2021-Biden             some
2021-Biden...3826 2021-Biden               of
2021-Biden...3827 2021-Biden               us
2021-Biden...3828 2021-Biden              but
2021-Biden...3829 2021-Biden               on
2021-Biden...3830 2021-Biden              all
2021-Biden...3831 2021-Biden               of
2021-Biden...3832 2021-Biden               us
2021-Biden...3833 2021-Biden               on
2021-Biden...3834 2021-Biden               we
2021-Biden...3835 2021-Biden              the
2021-Biden...3836 2021-Biden           people
2021-Biden...3837 2021-Biden              who
2021-Biden...3838 2021-Biden             seek
2021-Biden...3839 2021-Biden                a
2021-Biden...3840 2021-Biden             more
2021-Biden...3841 2021-Biden          perfect
2021-Biden...3842 2021-Biden            union
2021-Biden...3843 2021-Biden             this
2021-Biden...3844 2021-Biden               is
2021-Biden...3845 2021-Biden                a
2021-Biden...3846 2021-Biden            great
2021-Biden...3847 2021-Biden           nation
2021-Biden...3848 2021-Biden              and
2021-Biden...3849 2021-Biden               we
2021-Biden...3850 2021-Biden              are
2021-Biden...3851 2021-Biden                a
2021-Biden...3852 2021-Biden             good
2021-Biden...3853 2021-Biden           people
2021-Biden...3854 2021-Biden             over
2021-Biden...3855 2021-Biden              the
2021-Biden...3856 2021-Biden        centuries
2021-Biden...3857 2021-Biden          through
2021-Biden...3858 2021-Biden            storm
2021-Biden...3859 2021-Biden              and
2021-Biden...3860 2021-Biden           strife
2021-Biden...3861 2021-Biden               in
2021-Biden...3862 2021-Biden            peace
2021-Biden...3863 2021-Biden              and
2021-Biden...3864 2021-Biden               in
2021-Biden...3865 2021-Biden              war
2021-Biden...3866 2021-Biden               we
2021-Biden...3867 2021-Biden             have
2021-Biden...3868 2021-Biden             come
2021-Biden...3869 2021-Biden               so
2021-Biden...3870 2021-Biden              far
2021-Biden...3871 2021-Biden              but
2021-Biden...3872 2021-Biden               we
2021-Biden...3873 2021-Biden            still
2021-Biden...3874 2021-Biden             have
2021-Biden...3875 2021-Biden              far
2021-Biden...3876 2021-Biden               to
2021-Biden...3877 2021-Biden               go
2021-Biden...3878 2021-Biden               we
2021-Biden...3879 2021-Biden             will
2021-Biden...3880 2021-Biden            press
2021-Biden...3881 2021-Biden          forward
2021-Biden...3882 2021-Biden             with
2021-Biden...3883 2021-Biden            speed
2021-Biden...3884 2021-Biden              and
2021-Biden...3885 2021-Biden          urgency
2021-Biden...3886 2021-Biden              for
2021-Biden...3887 2021-Biden               we
2021-Biden...3888 2021-Biden             have
2021-Biden...3889 2021-Biden             much
2021-Biden...3890 2021-Biden               to
2021-Biden...3891 2021-Biden               do
2021-Biden...3892 2021-Biden               in
2021-Biden...3893 2021-Biden             this
2021-Biden...3894 2021-Biden           winter
2021-Biden...3895 2021-Biden               of
2021-Biden...3896 2021-Biden            peril
2021-Biden...3897 2021-Biden              and
2021-Biden...3898 2021-Biden      possibility
2021-Biden...3899 2021-Biden             much
2021-Biden...3900 2021-Biden               to
2021-Biden...3901 2021-Biden           repair
2021-Biden...3902 2021-Biden             much
2021-Biden...3903 2021-Biden               to
2021-Biden...3904 2021-Biden          restore
2021-Biden...3905 2021-Biden             much
2021-Biden...3906 2021-Biden               to
2021-Biden...3907 2021-Biden             heal
2021-Biden...3908 2021-Biden             much
2021-Biden...3909 2021-Biden               to
2021-Biden...3910 2021-Biden            build
2021-Biden...3911 2021-Biden              and
2021-Biden...3912 2021-Biden             much
2021-Biden...3913 2021-Biden               to
2021-Biden...3914 2021-Biden             gain
2021-Biden...3915 2021-Biden              few
2021-Biden...3916 2021-Biden          periods
2021-Biden...3917 2021-Biden               in
2021-Biden...3918 2021-Biden              our
2021-Biden...3919 2021-Biden         nation's
2021-Biden...3920 2021-Biden          history
2021-Biden...3921 2021-Biden             have
2021-Biden...3922 2021-Biden             been
2021-Biden...3923 2021-Biden             more
2021-Biden...3924 2021-Biden      challenging
2021-Biden...3925 2021-Biden               or
2021-Biden...3926 2021-Biden        difficult
2021-Biden...3927 2021-Biden             than
2021-Biden...3928 2021-Biden              the
2021-Biden...3929 2021-Biden              one
2021-Biden...3930 2021-Biden            we're
2021-Biden...3931 2021-Biden               in
2021-Biden...3932 2021-Biden              now
2021-Biden...3933 2021-Biden                a
2021-Biden...3934 2021-Biden             once
2021-Biden...3935 2021-Biden               in
2021-Biden...3936 2021-Biden                a
2021-Biden...3937 2021-Biden          century
2021-Biden...3938 2021-Biden            virus
2021-Biden...3939 2021-Biden         silently
2021-Biden...3940 2021-Biden           stalks
2021-Biden...3941 2021-Biden              the
2021-Biden...3942 2021-Biden          country
2021-Biden...3943 2021-Biden             it's
2021-Biden...3944 2021-Biden            taken
2021-Biden...3945 2021-Biden               as
2021-Biden...3946 2021-Biden             many
2021-Biden...3947 2021-Biden            lives
2021-Biden...3948 2021-Biden               in
2021-Biden...3949 2021-Biden              one
2021-Biden...3950 2021-Biden             year
2021-Biden...3951 2021-Biden               as
2021-Biden...3952 2021-Biden          america
2021-Biden...3953 2021-Biden             lost
2021-Biden...3954 2021-Biden               in
2021-Biden...3955 2021-Biden              all
2021-Biden...3956 2021-Biden               of
2021-Biden...3957 2021-Biden            world
2021-Biden...3958 2021-Biden              war
2021-Biden...3959 2021-Biden               ii
2021-Biden...3960 2021-Biden         millions
2021-Biden...3961 2021-Biden               of
2021-Biden...3962 2021-Biden             jobs
2021-Biden...3963 2021-Biden             have
2021-Biden...3964 2021-Biden             been
2021-Biden...3965 2021-Biden             lost
2021-Biden...3966 2021-Biden         hundreds
2021-Biden...3967 2021-Biden               of
2021-Biden...3968 2021-Biden        thousands
2021-Biden...3969 2021-Biden               of
2021-Biden...3970 2021-Biden       businesses
2021-Biden...3971 2021-Biden           closed
2021-Biden...3972 2021-Biden                a
2021-Biden...3973 2021-Biden              cry
2021-Biden...3974 2021-Biden              for
2021-Biden...3975 2021-Biden           racial
2021-Biden...3976 2021-Biden          justice
2021-Biden...3977 2021-Biden             some
2021-Biden...3978 2021-Biden              400
2021-Biden...3979 2021-Biden            years
2021-Biden...3980 2021-Biden               in
2021-Biden...3981 2021-Biden              the
2021-Biden...3982 2021-Biden           making
2021-Biden...3983 2021-Biden            moves
2021-Biden...3984 2021-Biden               us
2021-Biden...3985 2021-Biden              the
2021-Biden...3986 2021-Biden            dream
2021-Biden...3987 2021-Biden               of
2021-Biden...3988 2021-Biden          justice
2021-Biden...3989 2021-Biden              for
2021-Biden...3990 2021-Biden              all
2021-Biden...3991 2021-Biden             will
2021-Biden...3992 2021-Biden               be
2021-Biden...3993 2021-Biden         deferred
2021-Biden...3994 2021-Biden               no
2021-Biden...3995 2021-Biden           longer
2021-Biden...3996 2021-Biden                a
2021-Biden...3997 2021-Biden              cry
2021-Biden...3998 2021-Biden              for
2021-Biden...3999 2021-Biden         survival
2021-Biden...4000 2021-Biden            comes
2021-Biden...4001 2021-Biden             from
2021-Biden...4002 2021-Biden              the
2021-Biden...4003 2021-Biden           planet
2021-Biden...4004 2021-Biden           itself
2021-Biden...4005 2021-Biden                a
2021-Biden...4006 2021-Biden              cry
2021-Biden...4007 2021-Biden             that
2021-Biden...4008 2021-Biden            can't
2021-Biden...4009 2021-Biden               be
2021-Biden...4010 2021-Biden              any
2021-Biden...4011 2021-Biden             more
2021-Biden...4012 2021-Biden        desperate
2021-Biden...4013 2021-Biden               or
2021-Biden...4014 2021-Biden              any
2021-Biden...4015 2021-Biden             more
2021-Biden...4016 2021-Biden            clear
2021-Biden...4017 2021-Biden              and
2021-Biden...4018 2021-Biden              now
2021-Biden...4019 2021-Biden                a
2021-Biden...4020 2021-Biden             rise
2021-Biden...4021 2021-Biden               in
2021-Biden...4022 2021-Biden        political
2021-Biden...4023 2021-Biden        extremism
2021-Biden...4024 2021-Biden            white
2021-Biden...4025 2021-Biden        supremacy
2021-Biden...4026 2021-Biden         domestic
2021-Biden...4027 2021-Biden        terrorism
2021-Biden...4028 2021-Biden             that
2021-Biden...4029 2021-Biden               we
2021-Biden...4030 2021-Biden             must
2021-Biden...4031 2021-Biden         confront
2021-Biden...4032 2021-Biden              and
2021-Biden...4033 2021-Biden               we
2021-Biden...4034 2021-Biden             will
2021-Biden...4035 2021-Biden           defeat
2021-Biden...4036 2021-Biden               to
2021-Biden...4037 2021-Biden         overcome
2021-Biden...4038 2021-Biden            these
2021-Biden...4039 2021-Biden       challenges
2021-Biden...4040 2021-Biden               to
2021-Biden...4041 2021-Biden          restore
2021-Biden...4042 2021-Biden              the
2021-Biden...4043 2021-Biden             soul
2021-Biden...4044 2021-Biden              and
2021-Biden...4045 2021-Biden               to
2021-Biden...4046 2021-Biden           secure
2021-Biden...4047 2021-Biden              the
2021-Biden...4048 2021-Biden           future
2021-Biden...4049 2021-Biden               of
2021-Biden...4050 2021-Biden          america
2021-Biden...4051 2021-Biden         requires
2021-Biden...4052 2021-Biden             more
2021-Biden...4053 2021-Biden             than
2021-Biden...4054 2021-Biden            words
2021-Biden...4055 2021-Biden               it
2021-Biden...4056 2021-Biden         requires
2021-Biden...4057 2021-Biden             that
2021-Biden...4058 2021-Biden             most
2021-Biden...4059 2021-Biden          elusive
2021-Biden...4060 2021-Biden               of
2021-Biden...4061 2021-Biden           things
2021-Biden...4062 2021-Biden               in
2021-Biden...4063 2021-Biden                a
2021-Biden...4064 2021-Biden        democracy
2021-Biden...4065 2021-Biden            unity
2021-Biden...4066 2021-Biden            unity
2021-Biden...4067 2021-Biden               in
2021-Biden...4068 2021-Biden          another
2021-Biden...4069 2021-Biden          january
2021-Biden...4070 2021-Biden               in
2021-Biden...4071 2021-Biden       washington
2021-Biden...4072 2021-Biden               on
2021-Biden...4073 2021-Biden              new
2021-Biden...4074 2021-Biden           year's
2021-Biden...4075 2021-Biden              day
2021-Biden...4076 2021-Biden             1863
2021-Biden...4077 2021-Biden          abraham
2021-Biden...4078 2021-Biden          lincoln
2021-Biden...4079 2021-Biden           signed
2021-Biden...4080 2021-Biden              the
2021-Biden...4081 2021-Biden     emancipation
2021-Biden...4082 2021-Biden     proclamation
2021-Biden...4083 2021-Biden             when
2021-Biden...4084 2021-Biden               he
2021-Biden...4085 2021-Biden              put
2021-Biden...4086 2021-Biden              pen
2021-Biden...4087 2021-Biden               to
2021-Biden...4088 2021-Biden            paper
2021-Biden...4089 2021-Biden              the
2021-Biden...4090 2021-Biden        president
2021-Biden...4091 2021-Biden             said
2021-Biden...4092 2021-Biden               if
2021-Biden...4093 2021-Biden               my
2021-Biden...4094 2021-Biden             name
2021-Biden...4095 2021-Biden             ever
2021-Biden...4096 2021-Biden             goes
2021-Biden...4097 2021-Biden             down
2021-Biden...4098 2021-Biden             into
2021-Biden...4099 2021-Biden          history
2021-Biden...4100 2021-Biden               it
2021-Biden...4101 2021-Biden             will
2021-Biden...4102 2021-Biden               be
2021-Biden...4103 2021-Biden              for
2021-Biden...4104 2021-Biden             this
2021-Biden...4105 2021-Biden              act
2021-Biden...4106 2021-Biden              and
2021-Biden...4107 2021-Biden               my
2021-Biden...4108 2021-Biden            whole
2021-Biden...4109 2021-Biden             soul
2021-Biden...4110 2021-Biden               is
2021-Biden...4111 2021-Biden               in
2021-Biden...4112 2021-Biden               it
2021-Biden...4113 2021-Biden               my
2021-Biden...4114 2021-Biden            whole
2021-Biden...4115 2021-Biden             soul
2021-Biden...4116 2021-Biden               is
2021-Biden...4117 2021-Biden               in
2021-Biden...4118 2021-Biden               it
2021-Biden...4119 2021-Biden            today
2021-Biden...4120 2021-Biden               on
2021-Biden...4121 2021-Biden             this
2021-Biden...4122 2021-Biden          january
2021-Biden...4123 2021-Biden              day
2021-Biden...4124 2021-Biden               my
2021-Biden...4125 2021-Biden            whole
2021-Biden...4126 2021-Biden             soul
2021-Biden...4127 2021-Biden               is
2021-Biden...4128 2021-Biden               in
2021-Biden...4129 2021-Biden             this
2021-Biden...4130 2021-Biden         bringing
2021-Biden...4131 2021-Biden          america
2021-Biden...4132 2021-Biden         together
2021-Biden...4133 2021-Biden          uniting
2021-Biden...4134 2021-Biden              our
2021-Biden...4135 2021-Biden           people
2021-Biden...4136 2021-Biden              and
2021-Biden...4137 2021-Biden          uniting
2021-Biden...4138 2021-Biden              our
2021-Biden...4139 2021-Biden           nation
2021-Biden...4140 2021-Biden                i
2021-Biden...4141 2021-Biden              ask
2021-Biden...4142 2021-Biden            every
2021-Biden...4143 2021-Biden         american
2021-Biden...4144 2021-Biden               to
2021-Biden...4145 2021-Biden             join
2021-Biden...4146 2021-Biden               me
2021-Biden...4147 2021-Biden               in
2021-Biden...4148 2021-Biden             this
2021-Biden...4149 2021-Biden            cause
2021-Biden...4150 2021-Biden          uniting
2021-Biden...4151 2021-Biden               to
2021-Biden...4152 2021-Biden            fight
2021-Biden...4153 2021-Biden              the
2021-Biden...4154 2021-Biden           common
2021-Biden...4155 2021-Biden             foes
2021-Biden...4156 2021-Biden               we
2021-Biden...4157 2021-Biden             face
2021-Biden...4158 2021-Biden            anger
2021-Biden...4159 2021-Biden       resentment
2021-Biden...4160 2021-Biden           hatred
2021-Biden...4161 2021-Biden        extremism
2021-Biden...4162 2021-Biden      lawlessness
2021-Biden...4163 2021-Biden         violence
2021-Biden...4164 2021-Biden          disease
2021-Biden...4165 2021-Biden      joblessness
2021-Biden...4166 2021-Biden     hopelessness
2021-Biden...4167 2021-Biden             with
2021-Biden...4168 2021-Biden            unity
2021-Biden...4169 2021-Biden               we
2021-Biden...4170 2021-Biden              can
2021-Biden...4171 2021-Biden               do
2021-Biden...4172 2021-Biden            great
2021-Biden...4173 2021-Biden           things
2021-Biden...4174 2021-Biden        important
2021-Biden...4175 2021-Biden           things
2021-Biden...4176 2021-Biden               we
2021-Biden...4177 2021-Biden              can
2021-Biden...4178 2021-Biden            right
2021-Biden...4179 2021-Biden           wrongs
2021-Biden...4180 2021-Biden               we
2021-Biden...4181 2021-Biden              can
2021-Biden...4182 2021-Biden              put
2021-Biden...4183 2021-Biden           people
2021-Biden...4184 2021-Biden               to
2021-Biden...4185 2021-Biden             work
2021-Biden...4186 2021-Biden               in
2021-Biden...4187 2021-Biden             good
2021-Biden...4188 2021-Biden             jobs
2021-Biden...4189 2021-Biden               we
2021-Biden...4190 2021-Biden              can
2021-Biden...4191 2021-Biden            teach
2021-Biden...4192 2021-Biden              our
2021-Biden...4193 2021-Biden         children
2021-Biden...4194 2021-Biden               in
2021-Biden...4195 2021-Biden             safe
2021-Biden...4196 2021-Biden          schools
2021-Biden...4197 2021-Biden               we
2021-Biden...4198 2021-Biden              can
2021-Biden...4199 2021-Biden         overcome
2021-Biden...4200 2021-Biden             this
2021-Biden...4201 2021-Biden           deadly
2021-Biden...4202 2021-Biden            virus
2021-Biden...4203 2021-Biden               we
2021-Biden...4204 2021-Biden              can
2021-Biden...4205 2021-Biden           reward
2021-Biden...4206 2021-Biden             work
2021-Biden...4207 2021-Biden          rebuild
2021-Biden...4208 2021-Biden              the
2021-Biden...4209 2021-Biden           middle
2021-Biden...4210 2021-Biden            class
2021-Biden...4211 2021-Biden              and
2021-Biden...4212 2021-Biden             make
2021-Biden...4213 2021-Biden           health
2021-Biden...4214 2021-Biden             care
2021-Biden...4215 2021-Biden           secure
2021-Biden...4216 2021-Biden              for
2021-Biden...4217 2021-Biden              all
2021-Biden...4218 2021-Biden               we
2021-Biden...4219 2021-Biden              can
2021-Biden...4220 2021-Biden          deliver
2021-Biden...4221 2021-Biden           racial
2021-Biden...4222 2021-Biden          justice
2021-Biden...4223 2021-Biden               we
2021-Biden...4224 2021-Biden              can
2021-Biden...4225 2021-Biden             make
2021-Biden...4226 2021-Biden          america
2021-Biden...4227 2021-Biden             once
2021-Biden...4228 2021-Biden            again
2021-Biden...4229 2021-Biden              the
2021-Biden...4230 2021-Biden          leading
2021-Biden...4231 2021-Biden            force
2021-Biden...4232 2021-Biden              for
2021-Biden...4233 2021-Biden             good
2021-Biden...4234 2021-Biden               in
2021-Biden...4235 2021-Biden              the
2021-Biden...4236 2021-Biden            world
2021-Biden...4237 2021-Biden                i
2021-Biden...4238 2021-Biden             know
2021-Biden...4239 2021-Biden         speaking
2021-Biden...4240 2021-Biden               of
2021-Biden...4241 2021-Biden            unity
2021-Biden...4242 2021-Biden              can
2021-Biden...4243 2021-Biden            sound
2021-Biden...4244 2021-Biden               to
2021-Biden...4245 2021-Biden             some
2021-Biden...4246 2021-Biden             like
2021-Biden...4247 2021-Biden                a
2021-Biden...4248 2021-Biden          foolish
2021-Biden...4249 2021-Biden          fantasy
2021-Biden...4250 2021-Biden                i
2021-Biden...4251 2021-Biden             know
2021-Biden...4252 2021-Biden              the
2021-Biden...4253 2021-Biden           forces
2021-Biden...4254 2021-Biden             that
2021-Biden...4255 2021-Biden           divide
2021-Biden...4256 2021-Biden               us
2021-Biden...4257 2021-Biden              are
2021-Biden...4258 2021-Biden             deep
2021-Biden...4259 2021-Biden              and
2021-Biden...4260 2021-Biden             they
2021-Biden...4261 2021-Biden              are
2021-Biden...4262 2021-Biden             real
2021-Biden...4263 2021-Biden              but
2021-Biden...4264 2021-Biden                i
2021-Biden...4265 2021-Biden             also
2021-Biden...4266 2021-Biden             know
2021-Biden...4267 2021-Biden             they
2021-Biden...4268 2021-Biden              are
2021-Biden...4269 2021-Biden              not
2021-Biden...4270 2021-Biden              new
2021-Biden...4271 2021-Biden              our
2021-Biden...4272 2021-Biden          history
2021-Biden...4273 2021-Biden              has
2021-Biden...4274 2021-Biden             been
2021-Biden...4275 2021-Biden                a
2021-Biden...4276 2021-Biden         constant
2021-Biden...4277 2021-Biden         struggle
2021-Biden...4278 2021-Biden          between
2021-Biden...4279 2021-Biden              the
2021-Biden...4280 2021-Biden         american
2021-Biden...4281 2021-Biden            ideal
2021-Biden...4282 2021-Biden             that
2021-Biden...4283 2021-Biden               we
2021-Biden...4284 2021-Biden              are
2021-Biden...4285 2021-Biden              all
2021-Biden...4286 2021-Biden          created
2021-Biden...4287 2021-Biden            equal
2021-Biden...4288 2021-Biden              and
2021-Biden...4289 2021-Biden              the
2021-Biden...4290 2021-Biden            harsh
2021-Biden...4291 2021-Biden             ugly
2021-Biden...4292 2021-Biden          reality
2021-Biden...4293 2021-Biden             that
2021-Biden...4294 2021-Biden           racism
2021-Biden...4295 2021-Biden         nativism
2021-Biden...4296 2021-Biden             fear
2021-Biden...4297 2021-Biden              and
2021-Biden...4298 2021-Biden     demonization
2021-Biden...4299 2021-Biden             have
2021-Biden...4300 2021-Biden             long
2021-Biden...4301 2021-Biden             torn
2021-Biden...4302 2021-Biden               us
2021-Biden...4303 2021-Biden            apart
2021-Biden...4304 2021-Biden              the
2021-Biden...4305 2021-Biden           battle
2021-Biden...4306 2021-Biden               is
2021-Biden...4307 2021-Biden        perennial
2021-Biden...4308 2021-Biden          victory
2021-Biden...4309 2021-Biden               is
2021-Biden...4310 2021-Biden            never
2021-Biden...4311 2021-Biden          assured
2021-Biden...4312 2021-Biden          through
2021-Biden...4313 2021-Biden              the
2021-Biden...4314 2021-Biden            civil
2021-Biden...4315 2021-Biden              war
2021-Biden...4316 2021-Biden              the
2021-Biden...4317 2021-Biden            great
2021-Biden...4318 2021-Biden       depression
2021-Biden...4319 2021-Biden            world
2021-Biden...4320 2021-Biden              war
2021-Biden...4321 2021-Biden                9
2021-Biden...4322 2021-Biden               11
2021-Biden...4323 2021-Biden          through
2021-Biden...4324 2021-Biden         struggle
2021-Biden...4325 2021-Biden        sacrifice
2021-Biden...4326 2021-Biden              and
2021-Biden...4327 2021-Biden         setbacks
2021-Biden...4328 2021-Biden              our
2021-Biden...4329 2021-Biden           better
2021-Biden...4330 2021-Biden           angels
2021-Biden...4331 2021-Biden             have
2021-Biden...4332 2021-Biden           always
2021-Biden...4333 2021-Biden        prevailed
2021-Biden...4334 2021-Biden               in
2021-Biden...4335 2021-Biden             each
2021-Biden...4336 2021-Biden               of
2021-Biden...4337 2021-Biden            these
2021-Biden...4338 2021-Biden          moments
2021-Biden...4339 2021-Biden           enough
2021-Biden...4340 2021-Biden               of
2021-Biden...4341 2021-Biden               us
2021-Biden...4342 2021-Biden             came
2021-Biden...4343 2021-Biden         together
2021-Biden...4344 2021-Biden               to
2021-Biden...4345 2021-Biden            carry
2021-Biden...4346 2021-Biden              all
2021-Biden...4347 2021-Biden               of
2021-Biden...4348 2021-Biden               us
2021-Biden...4349 2021-Biden          forward
2021-Biden...4350 2021-Biden              and
2021-Biden...4351 2021-Biden               we
2021-Biden...4352 2021-Biden              can
2021-Biden...4353 2021-Biden               do
2021-Biden...4354 2021-Biden               so
2021-Biden...4355 2021-Biden              now
2021-Biden...4356 2021-Biden          history
2021-Biden...4357 2021-Biden            faith
2021-Biden...4358 2021-Biden              and
2021-Biden...4359 2021-Biden           reason
2021-Biden...4360 2021-Biden             show
2021-Biden...4361 2021-Biden              the
2021-Biden...4362 2021-Biden              way
2021-Biden...4363 2021-Biden              the
2021-Biden...4364 2021-Biden              way
2021-Biden...4365 2021-Biden               of
2021-Biden...4366 2021-Biden            unity
2021-Biden...4367 2021-Biden               we
2021-Biden...4368 2021-Biden              can
2021-Biden...4369 2021-Biden              see
2021-Biden...4370 2021-Biden             each
2021-Biden...4371 2021-Biden            other
2021-Biden...4372 2021-Biden              not
2021-Biden...4373 2021-Biden               as
2021-Biden...4374 2021-Biden      adversaries
2021-Biden...4375 2021-Biden              but
2021-Biden...4376 2021-Biden               as
2021-Biden...4377 2021-Biden        neighbors
2021-Biden...4378 2021-Biden               we
2021-Biden...4379 2021-Biden              can
2021-Biden...4380 2021-Biden            treat
2021-Biden...4381 2021-Biden             each
2021-Biden...4382 2021-Biden            other
2021-Biden...4383 2021-Biden             with
2021-Biden...4384 2021-Biden          dignity
2021-Biden...4385 2021-Biden              and
2021-Biden...4386 2021-Biden          respect
2021-Biden...4387 2021-Biden               we
2021-Biden...4388 2021-Biden              can
2021-Biden...4389 2021-Biden             join
2021-Biden...4390 2021-Biden           forces
2021-Biden...4391 2021-Biden             stop
2021-Biden...4392 2021-Biden              the
2021-Biden...4393 2021-Biden         shouting
2021-Biden...4394 2021-Biden              and
2021-Biden...4395 2021-Biden            lower
2021-Biden...4396 2021-Biden              the
2021-Biden...4397 2021-Biden      temperature
2021-Biden...4398 2021-Biden              for
2021-Biden...4399 2021-Biden          without
2021-Biden...4400 2021-Biden            unity
2021-Biden...4401 2021-Biden            there
2021-Biden...4402 2021-Biden               is
2021-Biden...4403 2021-Biden               no
2021-Biden...4404 2021-Biden            peace
2021-Biden...4405 2021-Biden             only
2021-Biden...4406 2021-Biden       bitterness
2021-Biden...4407 2021-Biden              and
2021-Biden...4408 2021-Biden             fury
2021-Biden...4409 2021-Biden               no
2021-Biden...4410 2021-Biden         progress
2021-Biden...4411 2021-Biden             only
2021-Biden...4412 2021-Biden       exhausting
2021-Biden...4413 2021-Biden          outrage
2021-Biden...4414 2021-Biden               no
2021-Biden...4415 2021-Biden           nation
2021-Biden...4416 2021-Biden             only
2021-Biden...4417 2021-Biden                a
2021-Biden...4418 2021-Biden            state
2021-Biden...4419 2021-Biden               of
2021-Biden...4420 2021-Biden            chaos
2021-Biden...4421 2021-Biden             this
2021-Biden...4422 2021-Biden               is
2021-Biden...4423 2021-Biden              our
2021-Biden...4424 2021-Biden         historic
2021-Biden...4425 2021-Biden           moment
2021-Biden...4426 2021-Biden               of
2021-Biden...4427 2021-Biden           crisis
2021-Biden...4428 2021-Biden              and
2021-Biden...4429 2021-Biden        challenge
2021-Biden...4430 2021-Biden              and
2021-Biden...4431 2021-Biden            unity
2021-Biden...4432 2021-Biden               is
2021-Biden...4433 2021-Biden              the
2021-Biden...4434 2021-Biden             path
2021-Biden...4435 2021-Biden          forward
2021-Biden...4436 2021-Biden              and
2021-Biden...4437 2021-Biden               we
2021-Biden...4438 2021-Biden             must
2021-Biden...4439 2021-Biden             meet
2021-Biden...4440 2021-Biden             this
2021-Biden...4441 2021-Biden           moment
2021-Biden...4442 2021-Biden               as
2021-Biden...4443 2021-Biden              the
2021-Biden...4444 2021-Biden           united
2021-Biden...4445 2021-Biden           states
2021-Biden...4446 2021-Biden               of
2021-Biden...4447 2021-Biden          america
2021-Biden...4448 2021-Biden               if
2021-Biden...4449 2021-Biden               we
2021-Biden...4450 2021-Biden               do
2021-Biden...4451 2021-Biden             that
2021-Biden...4452 2021-Biden                i
2021-Biden...4453 2021-Biden        guarantee
2021-Biden...4454 2021-Biden              you
2021-Biden...4455 2021-Biden               we
2021-Biden...4456 2021-Biden             will
2021-Biden...4457 2021-Biden              not
2021-Biden...4458 2021-Biden             fail
2021-Biden...4459 2021-Biden               we
2021-Biden...4460 2021-Biden             have
2021-Biden...4461 2021-Biden            never
2021-Biden...4462 2021-Biden             ever
2021-Biden...4463 2021-Biden             ever
2021-Biden...4464 2021-Biden           failed
2021-Biden...4465 2021-Biden               in
2021-Biden...4466 2021-Biden          america
2021-Biden...4467 2021-Biden             when
2021-Biden...4468 2021-Biden               we
2021-Biden...4469 2021-Biden             have
2021-Biden...4470 2021-Biden            acted
2021-Biden...4471 2021-Biden         together
2021-Biden...4472 2021-Biden              and
2021-Biden...4473 2021-Biden               so
2021-Biden...4474 2021-Biden            today
2021-Biden...4475 2021-Biden               at
2021-Biden...4476 2021-Biden             this
2021-Biden...4477 2021-Biden             time
2021-Biden...4478 2021-Biden              and
2021-Biden...4479 2021-Biden               in
2021-Biden...4480 2021-Biden             this
2021-Biden...4481 2021-Biden            place
2021-Biden...4482 2021-Biden              let
2021-Biden...4483 2021-Biden               us
2021-Biden...4484 2021-Biden            start
2021-Biden...4485 2021-Biden           afresh
2021-Biden...4486 2021-Biden              all
2021-Biden...4487 2021-Biden               of
2021-Biden...4488 2021-Biden               us
2021-Biden...4489 2021-Biden              let
2021-Biden...4490 2021-Biden               us
2021-Biden...4491 2021-Biden           listen
2021-Biden...4492 2021-Biden               to
2021-Biden...4493 2021-Biden              one
2021-Biden...4494 2021-Biden          another
2021-Biden...4495 2021-Biden             hear
2021-Biden...4496 2021-Biden              one
2021-Biden...4497 2021-Biden          another
2021-Biden...4498 2021-Biden              see
2021-Biden...4499 2021-Biden              one
2021-Biden...4500 2021-Biden          another
2021-Biden...4501 2021-Biden             show
2021-Biden...4502 2021-Biden          respect
2021-Biden...4503 2021-Biden               to
2021-Biden...4504 2021-Biden              one
2021-Biden...4505 2021-Biden          another
2021-Biden...4506 2021-Biden         politics
2021-Biden...4507 2021-Biden             need
2021-Biden...4508 2021-Biden              not
2021-Biden...4509 2021-Biden               be
2021-Biden...4510 2021-Biden                a
2021-Biden...4511 2021-Biden           raging
2021-Biden...4512 2021-Biden             fire
2021-Biden...4513 2021-Biden       destroying
2021-Biden...4514 2021-Biden       everything
2021-Biden...4515 2021-Biden               in
2021-Biden...4516 2021-Biden              its
2021-Biden...4517 2021-Biden             path
2021-Biden...4518 2021-Biden            every
2021-Biden...4519 2021-Biden     disagreement
2021-Biden...4520 2021-Biden          doesn't
2021-Biden...4521 2021-Biden             have
2021-Biden...4522 2021-Biden               to
2021-Biden...4523 2021-Biden               be
2021-Biden...4524 2021-Biden                a
2021-Biden...4525 2021-Biden            cause
2021-Biden...4526 2021-Biden              for
2021-Biden...4527 2021-Biden            total
2021-Biden...4528 2021-Biden              war
2021-Biden...4529 2021-Biden              and
2021-Biden...4530 2021-Biden               we
2021-Biden...4531 2021-Biden             must
2021-Biden...4532 2021-Biden           reject
2021-Biden...4533 2021-Biden                a
2021-Biden...4534 2021-Biden          culture
2021-Biden...4535 2021-Biden               in
2021-Biden...4536 2021-Biden            which
2021-Biden...4537 2021-Biden            facts
2021-Biden...4538 2021-Biden       themselves
2021-Biden...4539 2021-Biden              are
2021-Biden...4540 2021-Biden      manipulated
2021-Biden...4541 2021-Biden              and
2021-Biden...4542 2021-Biden             even
2021-Biden...4543 2021-Biden     manufactured
2021-Biden...4544 2021-Biden               my
2021-Biden...4545 2021-Biden           fellow
2021-Biden...4546 2021-Biden        americans
2021-Biden...4547 2021-Biden               we
2021-Biden...4548 2021-Biden             have
2021-Biden...4549 2021-Biden               to
2021-Biden...4550 2021-Biden               be
2021-Biden...4551 2021-Biden        different
2021-Biden...4552 2021-Biden             than
2021-Biden...4553 2021-Biden             this
2021-Biden...4554 2021-Biden          america
2021-Biden...4555 2021-Biden              has
2021-Biden...4556 2021-Biden               to
2021-Biden...4557 2021-Biden               be
2021-Biden...4558 2021-Biden           better
2021-Biden...4559 2021-Biden             than
2021-Biden...4560 2021-Biden             this
2021-Biden...4561 2021-Biden              and
2021-Biden...4562 2021-Biden                i
2021-Biden...4563 2021-Biden          believe
2021-Biden...4564 2021-Biden          america
2021-Biden...4565 2021-Biden               is
2021-Biden...4566 2021-Biden           better
2021-Biden...4567 2021-Biden             than
2021-Biden...4568 2021-Biden             this
2021-Biden...4569 2021-Biden             just
2021-Biden...4570 2021-Biden             look
2021-Biden...4571 2021-Biden           around
2021-Biden...4572 2021-Biden             here
2021-Biden...4573 2021-Biden               we
2021-Biden...4574 2021-Biden            stand
2021-Biden...4575 2021-Biden               in
2021-Biden...4576 2021-Biden              the
2021-Biden...4577 2021-Biden           shadow
2021-Biden...4578 2021-Biden               of
2021-Biden...4579 2021-Biden                a
2021-Biden...4580 2021-Biden          capitol
2021-Biden...4581 2021-Biden             dome
2021-Biden...4582 2021-Biden             that
2021-Biden...4583 2021-Biden              was
2021-Biden...4584 2021-Biden        completed
2021-Biden...4585 2021-Biden             amid
2021-Biden...4586 2021-Biden              the
2021-Biden...4587 2021-Biden            civil
2021-Biden...4588 2021-Biden              war
2021-Biden...4589 2021-Biden             when
2021-Biden...4590 2021-Biden              the
2021-Biden...4591 2021-Biden            union
2021-Biden...4592 2021-Biden           itself
2021-Biden...4593 2021-Biden             hung
2021-Biden...4594 2021-Biden               in
2021-Biden...4595 2021-Biden              the
2021-Biden...4596 2021-Biden          balance
2021-Biden...4597 2021-Biden              yet
2021-Biden...4598 2021-Biden               we
2021-Biden...4599 2021-Biden          endured
2021-Biden...4600 2021-Biden              and
2021-Biden...4601 2021-Biden               we
2021-Biden...4602 2021-Biden        prevailed
2021-Biden...4603 2021-Biden             here
2021-Biden...4604 2021-Biden               we
2021-Biden...4605 2021-Biden            stand
2021-Biden...4606 2021-Biden          looking
2021-Biden...4607 2021-Biden              out
2021-Biden...4608 2021-Biden               to
2021-Biden...4609 2021-Biden              the
2021-Biden...4610 2021-Biden            great
2021-Biden...4611 2021-Biden             mall
2021-Biden...4612 2021-Biden            where
2021-Biden...4613 2021-Biden               dr
2021-Biden...4614 2021-Biden             king
2021-Biden...4615 2021-Biden            spoke
2021-Biden...4616 2021-Biden               of
2021-Biden...4617 2021-Biden              his
2021-Biden...4618 2021-Biden            dream
2021-Biden...4619 2021-Biden             here
2021-Biden...4620 2021-Biden               we
2021-Biden...4621 2021-Biden            stand
2021-Biden...4622 2021-Biden            where
2021-Biden...4623 2021-Biden              108
2021-Biden...4624 2021-Biden            years
2021-Biden...4625 2021-Biden              ago
2021-Biden...4626 2021-Biden               at
2021-Biden...4627 2021-Biden          another
2021-Biden...4628 2021-Biden        inaugural
2021-Biden...4629 2021-Biden        thousands
2021-Biden...4630 2021-Biden               of
2021-Biden...4631 2021-Biden       protestors
2021-Biden...4632 2021-Biden            tried
2021-Biden...4633 2021-Biden               to
2021-Biden...4634 2021-Biden            block
2021-Biden...4635 2021-Biden            brave
2021-Biden...4636 2021-Biden            women
2021-Biden...4637 2021-Biden             from
2021-Biden...4638 2021-Biden         marching
2021-Biden...4639 2021-Biden              for
2021-Biden...4640 2021-Biden              the
2021-Biden...4641 2021-Biden            right
2021-Biden...4642 2021-Biden               to
2021-Biden...4643 2021-Biden             vote
2021-Biden...4644 2021-Biden            today
2021-Biden...4645 2021-Biden               we
2021-Biden...4646 2021-Biden             mark
2021-Biden...4647 2021-Biden              the
2021-Biden...4648 2021-Biden         swearing
2021-Biden...4649 2021-Biden               in
2021-Biden...4650 2021-Biden               of
2021-Biden...4651 2021-Biden              the
2021-Biden...4652 2021-Biden            first
2021-Biden...4653 2021-Biden            woman
2021-Biden...4654 2021-Biden               in
2021-Biden...4655 2021-Biden         american
2021-Biden...4656 2021-Biden          history
2021-Biden...4657 2021-Biden          elected
2021-Biden...4658 2021-Biden               to
2021-Biden...4659 2021-Biden         national
2021-Biden...4660 2021-Biden           office
2021-Biden...4661 2021-Biden             vice
2021-Biden...4662 2021-Biden        president
2021-Biden...4663 2021-Biden           kamala
2021-Biden...4664 2021-Biden           harris
2021-Biden...4665 2021-Biden            don't
2021-Biden...4666 2021-Biden             tell
2021-Biden...4667 2021-Biden               me
2021-Biden...4668 2021-Biden           things
2021-Biden...4669 2021-Biden            can't
2021-Biden...4670 2021-Biden           change
2021-Biden...4671 2021-Biden             here
2021-Biden...4672 2021-Biden               we
2021-Biden...4673 2021-Biden            stand
2021-Biden...4674 2021-Biden           across
2021-Biden...4675 2021-Biden              the
2021-Biden...4676 2021-Biden          potomac
2021-Biden...4677 2021-Biden             from
2021-Biden...4678 2021-Biden        arlington
2021-Biden...4679 2021-Biden         national
2021-Biden...4680 2021-Biden         cemetery
2021-Biden...4681 2021-Biden            where
2021-Biden...4682 2021-Biden           heroes
2021-Biden...4683 2021-Biden              who
2021-Biden...4684 2021-Biden             gave
2021-Biden...4685 2021-Biden              the
2021-Biden...4686 2021-Biden             last
2021-Biden...4687 2021-Biden             full
2021-Biden...4688 2021-Biden          measure
2021-Biden...4689 2021-Biden               of
2021-Biden...4690 2021-Biden         devotion
2021-Biden...4691 2021-Biden             rest
2021-Biden...4692 2021-Biden               in
2021-Biden...4693 2021-Biden          eternal
2021-Biden...4694 2021-Biden            peace
2021-Biden...4695 2021-Biden              and
2021-Biden...4696 2021-Biden             here
2021-Biden...4697 2021-Biden               we
2021-Biden...4698 2021-Biden            stand
2021-Biden...4699 2021-Biden             just
2021-Biden...4700 2021-Biden             days
2021-Biden...4701 2021-Biden            after
2021-Biden...4702 2021-Biden                a
2021-Biden...4703 2021-Biden          riotous
2021-Biden...4704 2021-Biden              mob
2021-Biden...4705 2021-Biden          thought
2021-Biden...4706 2021-Biden             they
2021-Biden...4707 2021-Biden            could
2021-Biden...4708 2021-Biden              use
2021-Biden...4709 2021-Biden         violence
2021-Biden...4710 2021-Biden               to
2021-Biden...4711 2021-Biden          silence
2021-Biden...4712 2021-Biden              the
2021-Biden...4713 2021-Biden             will
2021-Biden...4714 2021-Biden               of
2021-Biden...4715 2021-Biden              the
2021-Biden...4716 2021-Biden           people
2021-Biden...4717 2021-Biden               to
2021-Biden...4718 2021-Biden             stop
2021-Biden...4719 2021-Biden              the
2021-Biden...4720 2021-Biden             work
2021-Biden...4721 2021-Biden               of
2021-Biden...4722 2021-Biden              our
2021-Biden...4723 2021-Biden        democracy
2021-Biden...4724 2021-Biden              and
2021-Biden...4725 2021-Biden               to
2021-Biden...4726 2021-Biden            drive
2021-Biden...4727 2021-Biden               us
2021-Biden...4728 2021-Biden             from
2021-Biden...4729 2021-Biden             this
2021-Biden...4730 2021-Biden           sacred
2021-Biden...4731 2021-Biden           ground
2021-Biden...4732 2021-Biden             that
2021-Biden...4733 2021-Biden              did
2021-Biden...4734 2021-Biden              not
2021-Biden...4735 2021-Biden           happen
2021-Biden...4736 2021-Biden               it
2021-Biden...4737 2021-Biden             will
2021-Biden...4738 2021-Biden            never
2021-Biden...4739 2021-Biden           happen
2021-Biden...4740 2021-Biden              not
2021-Biden...4741 2021-Biden            today
2021-Biden...4742 2021-Biden              not
2021-Biden...4743 2021-Biden         tomorrow
2021-Biden...4744 2021-Biden              not
2021-Biden...4745 2021-Biden             ever
2021-Biden...4746 2021-Biden               to
2021-Biden...4747 2021-Biden              all
2021-Biden...4748 2021-Biden            those
2021-Biden...4749 2021-Biden              who
2021-Biden...4750 2021-Biden        supported
2021-Biden...4751 2021-Biden              our
2021-Biden...4752 2021-Biden         campaign
2021-Biden...4753 2021-Biden                i
2021-Biden...4754 2021-Biden               am
2021-Biden...4755 2021-Biden          humbled
2021-Biden...4756 2021-Biden               by
2021-Biden...4757 2021-Biden              the
2021-Biden...4758 2021-Biden            faith
2021-Biden...4759 2021-Biden              you
2021-Biden...4760 2021-Biden             have
2021-Biden...4761 2021-Biden           placed
2021-Biden...4762 2021-Biden               in
2021-Biden...4763 2021-Biden               us
2021-Biden...4764 2021-Biden               to
2021-Biden...4765 2021-Biden              all
2021-Biden...4766 2021-Biden            those
2021-Biden...4767 2021-Biden              who
2021-Biden...4768 2021-Biden              did
2021-Biden...4769 2021-Biden              not
2021-Biden...4770 2021-Biden          support
2021-Biden...4771 2021-Biden               us
2021-Biden...4772 2021-Biden              let
2021-Biden...4773 2021-Biden               me
2021-Biden...4774 2021-Biden              say
2021-Biden...4775 2021-Biden             this
2021-Biden...4776 2021-Biden             hear
2021-Biden...4777 2021-Biden               me
2021-Biden...4778 2021-Biden              out
2021-Biden...4779 2021-Biden               as
2021-Biden...4780 2021-Biden               we
2021-Biden...4781 2021-Biden             move
2021-Biden...4782 2021-Biden          forward
2021-Biden...4783 2021-Biden             take
2021-Biden...4784 2021-Biden                a
2021-Biden...4785 2021-Biden          measure
2021-Biden...4786 2021-Biden               of
2021-Biden...4787 2021-Biden               me
2021-Biden...4788 2021-Biden              and
2021-Biden...4789 2021-Biden               my
2021-Biden...4790 2021-Biden            heart
2021-Biden...4791 2021-Biden              and
2021-Biden...4792 2021-Biden               if
2021-Biden...4793 2021-Biden              you
2021-Biden...4794 2021-Biden            still
2021-Biden...4795 2021-Biden         disagree
2021-Biden...4796 2021-Biden               so
2021-Biden...4797 2021-Biden               be
2021-Biden...4798 2021-Biden               it
2021-Biden...4799 2021-Biden           that's
2021-Biden...4800 2021-Biden        democracy
2021-Biden...4801 2021-Biden           that's
2021-Biden...4802 2021-Biden          america
2021-Biden...4803 2021-Biden              the
2021-Biden...4804 2021-Biden            right
2021-Biden...4805 2021-Biden               to
2021-Biden...4806 2021-Biden          dissent
2021-Biden...4807 2021-Biden        peaceably
2021-Biden...4808 2021-Biden           within
2021-Biden...4809 2021-Biden              the
2021-Biden...4810 2021-Biden       guardrails
2021-Biden...4811 2021-Biden               of
2021-Biden...4812 2021-Biden              our
2021-Biden...4813 2021-Biden         republic
2021-Biden...4814 2021-Biden               is
2021-Biden...4815 2021-Biden          perhaps
2021-Biden...4816 2021-Biden              our
2021-Biden...4817 2021-Biden         nation's
2021-Biden...4818 2021-Biden         greatest
2021-Biden...4819 2021-Biden         strength
2021-Biden...4820 2021-Biden              yet
2021-Biden...4821 2021-Biden             hear
2021-Biden...4822 2021-Biden               me
2021-Biden...4823 2021-Biden          clearly
2021-Biden...4824 2021-Biden     disagreement
2021-Biden...4825 2021-Biden             must
2021-Biden...4826 2021-Biden              not
2021-Biden...4827 2021-Biden             lead
2021-Biden...4828 2021-Biden               to
2021-Biden...4829 2021-Biden         disunion
2021-Biden...4830 2021-Biden              and
2021-Biden...4831 2021-Biden                i
2021-Biden...4832 2021-Biden           pledge
2021-Biden...4833 2021-Biden             this
2021-Biden...4834 2021-Biden               to
2021-Biden...4835 2021-Biden              you
2021-Biden...4836 2021-Biden                i
2021-Biden...4837 2021-Biden             will
2021-Biden...4838 2021-Biden               be
2021-Biden...4839 2021-Biden                a
2021-Biden...4840 2021-Biden        president
2021-Biden...4841 2021-Biden              for
2021-Biden...4842 2021-Biden              all
2021-Biden...4843 2021-Biden        americans
2021-Biden...4844 2021-Biden                i
2021-Biden...4845 2021-Biden             will
2021-Biden...4846 2021-Biden            fight
2021-Biden...4847 2021-Biden               as
2021-Biden...4848 2021-Biden             hard
2021-Biden...4849 2021-Biden              for
2021-Biden...4850 2021-Biden            those
2021-Biden...4851 2021-Biden              who
2021-Biden...4852 2021-Biden              did
2021-Biden...4853 2021-Biden              not
2021-Biden...4854 2021-Biden          support
2021-Biden...4855 2021-Biden               me
2021-Biden...4856 2021-Biden               as
2021-Biden...4857 2021-Biden              for
2021-Biden...4858 2021-Biden            those
2021-Biden...4859 2021-Biden              who
2021-Biden...4860 2021-Biden              did
2021-Biden...4861 2021-Biden             many
2021-Biden...4862 2021-Biden        centuries
2021-Biden...4863 2021-Biden              ago
2021-Biden...4864 2021-Biden            saint
2021-Biden...4865 2021-Biden        augustine
2021-Biden...4866 2021-Biden                a
2021-Biden...4867 2021-Biden            saint
2021-Biden...4868 2021-Biden               of
2021-Biden...4869 2021-Biden               my
2021-Biden...4870 2021-Biden           church
2021-Biden...4871 2021-Biden            wrote
2021-Biden...4872 2021-Biden             that
2021-Biden...4873 2021-Biden                a
2021-Biden...4874 2021-Biden           people
2021-Biden...4875 2021-Biden              was
2021-Biden...4876 2021-Biden                a
2021-Biden...4877 2021-Biden        multitude
2021-Biden...4878 2021-Biden          defined
2021-Biden...4879 2021-Biden               by
2021-Biden...4880 2021-Biden              the
2021-Biden...4881 2021-Biden           common
2021-Biden...4882 2021-Biden          objects
2021-Biden...4883 2021-Biden               of
2021-Biden...4884 2021-Biden            their
2021-Biden...4885 2021-Biden             love
2021-Biden...4886 2021-Biden             what
2021-Biden...4887 2021-Biden              are
2021-Biden...4888 2021-Biden              the
2021-Biden...4889 2021-Biden           common
2021-Biden...4890 2021-Biden          objects
2021-Biden...4891 2021-Biden               we
2021-Biden...4892 2021-Biden             love
2021-Biden...4893 2021-Biden             that
2021-Biden...4894 2021-Biden           define
2021-Biden...4895 2021-Biden               us
2021-Biden...4896 2021-Biden               as
2021-Biden...4897 2021-Biden        americans
2021-Biden...4898 2021-Biden                i
2021-Biden...4899 2021-Biden            think
2021-Biden...4900 2021-Biden                i
2021-Biden...4901 2021-Biden             know
2021-Biden...4902 2021-Biden      opportunity
2021-Biden...4903 2021-Biden         security
2021-Biden...4904 2021-Biden          liberty
2021-Biden...4905 2021-Biden          dignity
2021-Biden...4906 2021-Biden          respect
2021-Biden...4907 2021-Biden            honor
2021-Biden...4908 2021-Biden              and
2021-Biden...4909 2021-Biden              yes
2021-Biden...4910 2021-Biden              the
2021-Biden...4911 2021-Biden            truth
2021-Biden...4912 2021-Biden           recent
2021-Biden...4913 2021-Biden            weeks
2021-Biden...4914 2021-Biden              and
2021-Biden...4915 2021-Biden           months
2021-Biden...4916 2021-Biden             have
2021-Biden...4917 2021-Biden           taught
2021-Biden...4918 2021-Biden               us
2021-Biden...4919 2021-Biden                a
2021-Biden...4920 2021-Biden          painful
2021-Biden...4921 2021-Biden           lesson
2021-Biden...4922 2021-Biden            there
2021-Biden...4923 2021-Biden               is
2021-Biden...4924 2021-Biden            truth
2021-Biden...4925 2021-Biden              and
2021-Biden...4926 2021-Biden            there
2021-Biden...4927 2021-Biden              are
2021-Biden...4928 2021-Biden             lies
2021-Biden...4929 2021-Biden             lies
2021-Biden...4930 2021-Biden             told
2021-Biden...4931 2021-Biden              for
2021-Biden...4932 2021-Biden            power
2021-Biden...4933 2021-Biden              and
2021-Biden...4934 2021-Biden              for
2021-Biden...4935 2021-Biden           profit
2021-Biden...4936 2021-Biden              and
2021-Biden...4937 2021-Biden             each
2021-Biden...4938 2021-Biden               of
2021-Biden...4939 2021-Biden               us
2021-Biden...4940 2021-Biden              has
2021-Biden...4941 2021-Biden                a
2021-Biden...4942 2021-Biden             duty
2021-Biden...4943 2021-Biden              and
2021-Biden...4944 2021-Biden   responsibility
2021-Biden...4945 2021-Biden               as
2021-Biden...4946 2021-Biden         citizens
2021-Biden...4947 2021-Biden               as
2021-Biden...4948 2021-Biden        americans
2021-Biden...4949 2021-Biden              and
2021-Biden...4950 2021-Biden       especially
2021-Biden...4951 2021-Biden               as
2021-Biden...4952 2021-Biden          leaders
2021-Biden...4953 2021-Biden          leaders
2021-Biden...4954 2021-Biden              who
2021-Biden...4955 2021-Biden             have
2021-Biden...4956 2021-Biden          pledged
2021-Biden...4957 2021-Biden               to
2021-Biden...4958 2021-Biden            honor
2021-Biden...4959 2021-Biden              our
2021-Biden...4960 2021-Biden     constitution
2021-Biden...4961 2021-Biden              and
2021-Biden...4962 2021-Biden          protect
2021-Biden...4963 2021-Biden              our
2021-Biden...4964 2021-Biden           nation
2021-Biden...4965 2021-Biden               to
2021-Biden...4966 2021-Biden           defend
2021-Biden...4967 2021-Biden              the
2021-Biden...4968 2021-Biden            truth
2021-Biden...4969 2021-Biden              and
2021-Biden...4970 2021-Biden               to
2021-Biden...4971 2021-Biden           defeat
2021-Biden...4972 2021-Biden              the
2021-Biden...4973 2021-Biden             lies
2021-Biden...4974 2021-Biden                i
2021-Biden...4975 2021-Biden       understand
2021-Biden...4976 2021-Biden             that
2021-Biden...4977 2021-Biden             many
2021-Biden...4978 2021-Biden        americans
2021-Biden...4979 2021-Biden             view
2021-Biden...4980 2021-Biden              the
2021-Biden...4981 2021-Biden           future
2021-Biden...4982 2021-Biden             with
2021-Biden...4983 2021-Biden             some
2021-Biden...4984 2021-Biden             fear
2021-Biden...4985 2021-Biden              and
2021-Biden...4986 2021-Biden      trepidation
2021-Biden...4987 2021-Biden                i
2021-Biden...4988 2021-Biden       understand
2021-Biden...4989 2021-Biden             they
2021-Biden...4990 2021-Biden            worry
2021-Biden...4991 2021-Biden            about
2021-Biden...4992 2021-Biden            their
2021-Biden...4993 2021-Biden             jobs
2021-Biden...4994 2021-Biden            about
2021-Biden...4995 2021-Biden           taking
2021-Biden...4996 2021-Biden             care
2021-Biden...4997 2021-Biden               of
2021-Biden...4998 2021-Biden            their
2021-Biden...4999 2021-Biden         families
2021-Biden...5000 2021-Biden            about
2021-Biden...5001 2021-Biden             what
2021-Biden...5002 2021-Biden            comes
2021-Biden...5003 2021-Biden             next
2021-Biden...5004 2021-Biden                i
2021-Biden...5005 2021-Biden              get
2021-Biden...5006 2021-Biden               it
2021-Biden...5007 2021-Biden              but
2021-Biden...5008 2021-Biden              the
2021-Biden...5009 2021-Biden           answer
2021-Biden...5010 2021-Biden               is
2021-Biden...5011 2021-Biden              not
2021-Biden...5012 2021-Biden               to
2021-Biden...5013 2021-Biden             turn
2021-Biden...5014 2021-Biden           inward
2021-Biden...5015 2021-Biden               to
2021-Biden...5016 2021-Biden          retreat
2021-Biden...5017 2021-Biden             into
2021-Biden...5018 2021-Biden        competing
2021-Biden...5019 2021-Biden         factions
2021-Biden...5020 2021-Biden      distrusting
2021-Biden...5021 2021-Biden            those
2021-Biden...5022 2021-Biden              who
2021-Biden...5023 2021-Biden            don't
2021-Biden...5024 2021-Biden             look
2021-Biden...5025 2021-Biden             like
2021-Biden...5026 2021-Biden              you
2021-Biden...5027 2021-Biden               do
2021-Biden...5028 2021-Biden               or
2021-Biden...5029 2021-Biden          worship
2021-Biden...5030 2021-Biden              the
2021-Biden...5031 2021-Biden              way
2021-Biden...5032 2021-Biden              you
2021-Biden...5033 2021-Biden               do
2021-Biden...5034 2021-Biden               or
2021-Biden...5035 2021-Biden            don't
2021-Biden...5036 2021-Biden              get
2021-Biden...5037 2021-Biden            their
2021-Biden...5038 2021-Biden             news
2021-Biden...5039 2021-Biden             from
2021-Biden...5040 2021-Biden              the
2021-Biden...5041 2021-Biden             same
2021-Biden...5042 2021-Biden          sources
2021-Biden...5043 2021-Biden              you
2021-Biden...5044 2021-Biden               do
2021-Biden...5045 2021-Biden               we
2021-Biden...5046 2021-Biden             must
2021-Biden...5047 2021-Biden              end
2021-Biden...5048 2021-Biden             this
2021-Biden...5049 2021-Biden          uncivil
2021-Biden...5050 2021-Biden              war
2021-Biden...5051 2021-Biden             that
2021-Biden...5052 2021-Biden             pits
2021-Biden...5053 2021-Biden              red
2021-Biden...5054 2021-Biden          against
2021-Biden...5055 2021-Biden             blue
2021-Biden...5056 2021-Biden            rural
2021-Biden...5057 2021-Biden           versus
2021-Biden...5058 2021-Biden            urban
2021-Biden...5059 2021-Biden     conservative
2021-Biden...5060 2021-Biden           versus
2021-Biden...5061 2021-Biden          liberal
2021-Biden...5062 2021-Biden               we
2021-Biden...5063 2021-Biden              can
2021-Biden...5064 2021-Biden               do
2021-Biden...5065 2021-Biden             this
2021-Biden...5066 2021-Biden               if
2021-Biden...5067 2021-Biden               we
2021-Biden...5068 2021-Biden             open
2021-Biden...5069 2021-Biden              our
2021-Biden...5070 2021-Biden            souls
2021-Biden...5071 2021-Biden          instead
2021-Biden...5072 2021-Biden               of
2021-Biden...5073 2021-Biden        hardening
2021-Biden...5074 2021-Biden              our
2021-Biden...5075 2021-Biden           hearts
2021-Biden...5076 2021-Biden               if
2021-Biden...5077 2021-Biden               we
2021-Biden...5078 2021-Biden             show
2021-Biden...5079 2021-Biden                a
2021-Biden...5080 2021-Biden           little
2021-Biden...5081 2021-Biden        tolerance
2021-Biden...5082 2021-Biden              and
2021-Biden...5083 2021-Biden         humility
2021-Biden...5084 2021-Biden               if
2021-Biden...5085 2021-Biden            we're
2021-Biden...5086 2021-Biden          willing
2021-Biden...5087 2021-Biden               to
2021-Biden...5088 2021-Biden            stand
2021-Biden...5089 2021-Biden               in
2021-Biden...5090 2021-Biden              the
2021-Biden...5091 2021-Biden            other
2021-Biden...5092 2021-Biden         person's
2021-Biden...5093 2021-Biden            shoes
2021-Biden...5094 2021-Biden             just
2021-Biden...5095 2021-Biden              for
2021-Biden...5096 2021-Biden                a
2021-Biden...5097 2021-Biden           moment
2021-Biden...5098 2021-Biden          because
2021-Biden...5099 2021-Biden             here
2021-Biden...5100 2021-Biden               is
2021-Biden...5101 2021-Biden              the
2021-Biden...5102 2021-Biden            thing
2021-Biden...5103 2021-Biden            about
2021-Biden...5104 2021-Biden             life
2021-Biden...5105 2021-Biden            there
2021-Biden...5106 2021-Biden               is
2021-Biden...5107 2021-Biden               no
2021-Biden...5108 2021-Biden       accounting
2021-Biden...5109 2021-Biden              for
2021-Biden...5110 2021-Biden             what
2021-Biden...5111 2021-Biden             fate
2021-Biden...5112 2021-Biden             will
2021-Biden...5113 2021-Biden             deal
2021-Biden...5114 2021-Biden              you
2021-Biden...5115 2021-Biden            there
2021-Biden...5116 2021-Biden              are
2021-Biden...5117 2021-Biden             some
2021-Biden...5118 2021-Biden             days
2021-Biden...5119 2021-Biden             when
2021-Biden...5120 2021-Biden               we
2021-Biden...5121 2021-Biden             need
2021-Biden...5122 2021-Biden                a
2021-Biden...5123 2021-Biden             hand
2021-Biden...5124 2021-Biden            there
2021-Biden...5125 2021-Biden              are
2021-Biden...5126 2021-Biden            other
2021-Biden...5127 2021-Biden             days
2021-Biden...5128 2021-Biden             when
2021-Biden...5129 2021-Biden            we're
2021-Biden...5130 2021-Biden           called
2021-Biden...5131 2021-Biden               on
2021-Biden...5132 2021-Biden               to
2021-Biden...5133 2021-Biden             lend
2021-Biden...5134 2021-Biden              one
2021-Biden...5135 2021-Biden             that
2021-Biden...5136 2021-Biden               is
2021-Biden...5137 2021-Biden              how
2021-Biden...5138 2021-Biden               we
2021-Biden...5139 2021-Biden             must
2021-Biden...5140 2021-Biden               be
2021-Biden...5141 2021-Biden             with
2021-Biden...5142 2021-Biden              one
2021-Biden...5143 2021-Biden          another
2021-Biden...5144 2021-Biden              and
2021-Biden...5145 2021-Biden               if
2021-Biden...5146 2021-Biden               we
2021-Biden...5147 2021-Biden              are
2021-Biden...5148 2021-Biden             this
2021-Biden...5149 2021-Biden              way
2021-Biden...5150 2021-Biden              our
2021-Biden...5151 2021-Biden          country
2021-Biden...5152 2021-Biden             will
2021-Biden...5153 2021-Biden               be
2021-Biden...5154 2021-Biden         stronger
2021-Biden...5155 2021-Biden             more
2021-Biden...5156 2021-Biden       prosperous
2021-Biden...5157 2021-Biden             more
2021-Biden...5158 2021-Biden            ready
2021-Biden...5159 2021-Biden              for
2021-Biden...5160 2021-Biden              the
2021-Biden...5161 2021-Biden           future
2021-Biden...5162 2021-Biden               my
2021-Biden...5163 2021-Biden           fellow
2021-Biden...5164 2021-Biden        americans
2021-Biden...5165 2021-Biden               in
2021-Biden...5166 2021-Biden              the
2021-Biden...5167 2021-Biden             work
2021-Biden...5168 2021-Biden            ahead
2021-Biden...5169 2021-Biden               of
2021-Biden...5170 2021-Biden               us
2021-Biden...5171 2021-Biden               we
2021-Biden...5172 2021-Biden             will
2021-Biden...5173 2021-Biden             need
2021-Biden...5174 2021-Biden             each
2021-Biden...5175 2021-Biden            other
2021-Biden...5176 2021-Biden               we
2021-Biden...5177 2021-Biden             will
2021-Biden...5178 2021-Biden             need
2021-Biden...5179 2021-Biden              all
2021-Biden...5180 2021-Biden              our
2021-Biden...5181 2021-Biden         strength
2021-Biden...5182 2021-Biden               to
2021-Biden...5183 2021-Biden        persevere
2021-Biden...5184 2021-Biden          through
2021-Biden...5185 2021-Biden             this
2021-Biden...5186 2021-Biden             dark
2021-Biden...5187 2021-Biden           winter
2021-Biden...5188 2021-Biden               we
2021-Biden...5189 2021-Biden              are
2021-Biden...5190 2021-Biden         entering
2021-Biden...5191 2021-Biden             what
2021-Biden...5192 2021-Biden              may
2021-Biden...5193 2021-Biden             well
2021-Biden...5194 2021-Biden               be
2021-Biden...5195 2021-Biden              the
2021-Biden...5196 2021-Biden         toughest
2021-Biden...5197 2021-Biden              and
2021-Biden...5198 2021-Biden        deadliest
2021-Biden...5199 2021-Biden           period
2021-Biden...5200 2021-Biden               of
2021-Biden...5201 2021-Biden              the
2021-Biden...5202 2021-Biden            virus
2021-Biden...5203 2021-Biden               we
2021-Biden...5204 2021-Biden             must
2021-Biden...5205 2021-Biden              set
2021-Biden...5206 2021-Biden            aside
2021-Biden...5207 2021-Biden              the
2021-Biden...5208 2021-Biden         politics
2021-Biden...5209 2021-Biden              and
2021-Biden...5210 2021-Biden          finally
2021-Biden...5211 2021-Biden             face
2021-Biden...5212 2021-Biden             this
2021-Biden...5213 2021-Biden         pandemic
2021-Biden...5214 2021-Biden               as
2021-Biden...5215 2021-Biden              one
2021-Biden...5216 2021-Biden           nation
2021-Biden...5217 2021-Biden                i
2021-Biden...5218 2021-Biden          promise
2021-Biden...5219 2021-Biden              you
2021-Biden...5220 2021-Biden             this
2021-Biden...5221 2021-Biden               as
2021-Biden...5222 2021-Biden              the
2021-Biden...5223 2021-Biden            bible
2021-Biden...5224 2021-Biden             says
2021-Biden...5225 2021-Biden          weeping
2021-Biden...5226 2021-Biden              may
2021-Biden...5227 2021-Biden           endure
2021-Biden...5228 2021-Biden              for
2021-Biden...5229 2021-Biden                a
2021-Biden...5230 2021-Biden            night
2021-Biden...5231 2021-Biden              but
2021-Biden...5232 2021-Biden              joy
2021-Biden...5233 2021-Biden           cometh
2021-Biden...5234 2021-Biden               in
2021-Biden...5235 2021-Biden              the
2021-Biden...5236 2021-Biden          morning
2021-Biden...5237 2021-Biden               we
2021-Biden...5238 2021-Biden             will
2021-Biden...5239 2021-Biden              get
2021-Biden...5240 2021-Biden          through
2021-Biden...5241 2021-Biden             this
2021-Biden...5242 2021-Biden         together
2021-Biden...5243 2021-Biden              the
2021-Biden...5244 2021-Biden            world
2021-Biden...5245 2021-Biden               is
2021-Biden...5246 2021-Biden         watching
2021-Biden...5247 2021-Biden            today
2021-Biden...5248 2021-Biden               so
2021-Biden...5249 2021-Biden             here
2021-Biden...5250 2021-Biden               is
2021-Biden...5251 2021-Biden               my
2021-Biden...5252 2021-Biden          message
2021-Biden...5253 2021-Biden               to
2021-Biden...5254 2021-Biden            those
2021-Biden...5255 2021-Biden           beyond
2021-Biden...5256 2021-Biden              our
2021-Biden...5257 2021-Biden          borders
2021-Biden...5258 2021-Biden          america
2021-Biden...5259 2021-Biden              has
2021-Biden...5260 2021-Biden             been
2021-Biden...5261 2021-Biden           tested
2021-Biden...5262 2021-Biden              and
2021-Biden...5263 2021-Biden               we
2021-Biden...5264 2021-Biden             have
2021-Biden...5265 2021-Biden             come
2021-Biden...5266 2021-Biden              out
2021-Biden...5267 2021-Biden         stronger
2021-Biden...5268 2021-Biden              for
2021-Biden...5269 2021-Biden               it
2021-Biden...5270 2021-Biden               we
2021-Biden...5271 2021-Biden             will
2021-Biden...5272 2021-Biden           repair
2021-Biden...5273 2021-Biden              our
2021-Biden...5274 2021-Biden        alliances
2021-Biden...5275 2021-Biden              and
2021-Biden...5276 2021-Biden           engage
2021-Biden...5277 2021-Biden             with
2021-Biden...5278 2021-Biden              the
2021-Biden...5279 2021-Biden            world
2021-Biden...5280 2021-Biden             once
2021-Biden...5281 2021-Biden            again
2021-Biden...5282 2021-Biden              not
2021-Biden...5283 2021-Biden               to
2021-Biden...5284 2021-Biden             meet
2021-Biden...5285 2021-Biden      yesterday's
2021-Biden...5286 2021-Biden       challenges
2021-Biden...5287 2021-Biden              but
2021-Biden...5288 2021-Biden          today's
2021-Biden...5289 2021-Biden              and
2021-Biden...5290 2021-Biden       tomorrow's
2021-Biden...5291 2021-Biden               we
2021-Biden...5292 2021-Biden             will
2021-Biden...5293 2021-Biden             lead
2021-Biden...5294 2021-Biden              not
2021-Biden...5295 2021-Biden           merely
2021-Biden...5296 2021-Biden               by
2021-Biden...5297 2021-Biden              the
2021-Biden...5298 2021-Biden          example
2021-Biden...5299 2021-Biden               of
2021-Biden...5300 2021-Biden              our
2021-Biden...5301 2021-Biden            power
2021-Biden...5302 2021-Biden              but
2021-Biden...5303 2021-Biden               by
2021-Biden...5304 2021-Biden              the
2021-Biden...5305 2021-Biden            power
2021-Biden...5306 2021-Biden               of
2021-Biden...5307 2021-Biden              our
2021-Biden...5308 2021-Biden          example
2021-Biden...5309 2021-Biden               we
2021-Biden...5310 2021-Biden             will
2021-Biden...5311 2021-Biden               be
2021-Biden...5312 2021-Biden                a
2021-Biden...5313 2021-Biden           strong
2021-Biden...5314 2021-Biden              and
2021-Biden...5315 2021-Biden          trusted
2021-Biden...5316 2021-Biden          partner
2021-Biden...5317 2021-Biden              for
2021-Biden...5318 2021-Biden            peace
2021-Biden...5319 2021-Biden         progress
2021-Biden...5320 2021-Biden              and
2021-Biden...5321 2021-Biden         security
2021-Biden...5322 2021-Biden               we
2021-Biden...5323 2021-Biden             have
2021-Biden...5324 2021-Biden             been
2021-Biden...5325 2021-Biden          through
2021-Biden...5326 2021-Biden               so
2021-Biden...5327 2021-Biden             much
2021-Biden...5328 2021-Biden               in
2021-Biden...5329 2021-Biden             this
2021-Biden...5330 2021-Biden           nation
2021-Biden...5331 2021-Biden              and
2021-Biden...5332 2021-Biden               in
2021-Biden...5333 2021-Biden               my
2021-Biden...5334 2021-Biden            first
2021-Biden...5335 2021-Biden              act
2021-Biden...5336 2021-Biden               as
2021-Biden...5337 2021-Biden        president
2021-Biden...5338 2021-Biden                i
2021-Biden...5339 2021-Biden            would
2021-Biden...5340 2021-Biden             like
2021-Biden...5341 2021-Biden               to
2021-Biden...5342 2021-Biden              ask
2021-Biden...5343 2021-Biden              you
2021-Biden...5344 2021-Biden               to
2021-Biden...5345 2021-Biden             join
2021-Biden...5346 2021-Biden               me
2021-Biden...5347 2021-Biden               in
2021-Biden...5348 2021-Biden                a
2021-Biden...5349 2021-Biden           moment
2021-Biden...5350 2021-Biden               of
2021-Biden...5351 2021-Biden           silent
2021-Biden...5352 2021-Biden           prayer
2021-Biden...5353 2021-Biden               to
2021-Biden...5354 2021-Biden         remember
2021-Biden...5355 2021-Biden              all
2021-Biden...5356 2021-Biden            those
2021-Biden...5357 2021-Biden               we
2021-Biden...5358 2021-Biden             lost
2021-Biden...5359 2021-Biden             this
2021-Biden...5360 2021-Biden             past
2021-Biden...5361 2021-Biden             year
2021-Biden...5362 2021-Biden               to
2021-Biden...5363 2021-Biden              the
2021-Biden...5364 2021-Biden         pandemic
2021-Biden...5365 2021-Biden               to
2021-Biden...5366 2021-Biden            those
2021-Biden...5367 2021-Biden          400,000
2021-Biden...5368 2021-Biden           fellow
2021-Biden...5369 2021-Biden        americans
2021-Biden...5370 2021-Biden          mothers
2021-Biden...5371 2021-Biden              and
2021-Biden...5372 2021-Biden          fathers
2021-Biden...5373 2021-Biden         husbands
2021-Biden...5374 2021-Biden              and
2021-Biden...5375 2021-Biden            wives
2021-Biden...5376 2021-Biden             sons
2021-Biden...5377 2021-Biden              and
2021-Biden...5378 2021-Biden        daughters
2021-Biden...5379 2021-Biden          friends
2021-Biden...5380 2021-Biden        neighbors
2021-Biden...5381 2021-Biden              and
2021-Biden...5382 2021-Biden               co
2021-Biden...5383 2021-Biden          workers
2021-Biden...5384 2021-Biden               we
2021-Biden...5385 2021-Biden             will
2021-Biden...5386 2021-Biden            honor
2021-Biden...5387 2021-Biden             them
2021-Biden...5388 2021-Biden               by
2021-Biden...5389 2021-Biden         becoming
2021-Biden...5390 2021-Biden              the
2021-Biden...5391 2021-Biden           people
2021-Biden...5392 2021-Biden              and
2021-Biden...5393 2021-Biden           nation
2021-Biden...5394 2021-Biden               we
2021-Biden...5395 2021-Biden             know
2021-Biden...5396 2021-Biden               we
2021-Biden...5397 2021-Biden              can
2021-Biden...5398 2021-Biden              and
2021-Biden...5399 2021-Biden           should
2021-Biden...5400 2021-Biden               be
2021-Biden...5401 2021-Biden              let
2021-Biden...5402 2021-Biden               us
2021-Biden...5403 2021-Biden              say
2021-Biden...5404 2021-Biden                a
2021-Biden...5405 2021-Biden           silent
2021-Biden...5406 2021-Biden           prayer
2021-Biden...5407 2021-Biden              for
2021-Biden...5408 2021-Biden            those
2021-Biden...5409 2021-Biden              who
2021-Biden...5410 2021-Biden             lost
2021-Biden...5411 2021-Biden            their
2021-Biden...5412 2021-Biden            lives
2021-Biden...5413 2021-Biden              for
2021-Biden...5414 2021-Biden            those
2021-Biden...5415 2021-Biden             they
2021-Biden...5416 2021-Biden             left
2021-Biden...5417 2021-Biden           behind
2021-Biden...5418 2021-Biden              and
2021-Biden...5419 2021-Biden              for
2021-Biden...5420 2021-Biden              our
2021-Biden...5421 2021-Biden          country
2021-Biden...5422 2021-Biden             amen
2021-Biden...5423 2021-Biden             this
2021-Biden...5424 2021-Biden               is
2021-Biden...5425 2021-Biden                a
2021-Biden...5426 2021-Biden             time
2021-Biden...5427 2021-Biden               of
2021-Biden...5428 2021-Biden          testing
2021-Biden...5429 2021-Biden               we
2021-Biden...5430 2021-Biden             face
2021-Biden...5431 2021-Biden               an
2021-Biden...5432 2021-Biden           attack
2021-Biden...5433 2021-Biden               on
2021-Biden...5434 2021-Biden        democracy
2021-Biden...5435 2021-Biden              and
2021-Biden...5436 2021-Biden               on
2021-Biden...5437 2021-Biden            truth
2021-Biden...5438 2021-Biden                a
2021-Biden...5439 2021-Biden           raging
2021-Biden...5440 2021-Biden            virus
2021-Biden...5441 2021-Biden          growing
2021-Biden...5442 2021-Biden         inequity
2021-Biden...5443 2021-Biden              the
2021-Biden...5444 2021-Biden            sting
2021-Biden...5445 2021-Biden               of
2021-Biden...5446 2021-Biden         systemic
2021-Biden...5447 2021-Biden           racism
2021-Biden...5448 2021-Biden                a
2021-Biden...5449 2021-Biden          climate
2021-Biden...5450 2021-Biden               in
2021-Biden...5451 2021-Biden           crisis
2021-Biden...5452 2021-Biden        america's
2021-Biden...5453 2021-Biden             role
2021-Biden...5454 2021-Biden               in
2021-Biden...5455 2021-Biden              the
2021-Biden...5456 2021-Biden            world
2021-Biden...5457 2021-Biden              any
2021-Biden...5458 2021-Biden              one
2021-Biden...5459 2021-Biden               of
2021-Biden...5460 2021-Biden            these
2021-Biden...5461 2021-Biden            would
2021-Biden...5462 2021-Biden               be
2021-Biden...5463 2021-Biden           enough
2021-Biden...5464 2021-Biden               to
2021-Biden...5465 2021-Biden        challenge
2021-Biden...5466 2021-Biden               us
2021-Biden...5467 2021-Biden               in
2021-Biden...5468 2021-Biden         profound
2021-Biden...5469 2021-Biden             ways
2021-Biden...5470 2021-Biden              but
2021-Biden...5471 2021-Biden              the
2021-Biden...5472 2021-Biden             fact
2021-Biden...5473 2021-Biden               is
2021-Biden...5474 2021-Biden               we
2021-Biden...5475 2021-Biden             face
2021-Biden...5476 2021-Biden             them
2021-Biden...5477 2021-Biden              all
2021-Biden...5478 2021-Biden               at
2021-Biden...5479 2021-Biden             once
2021-Biden...5480 2021-Biden       presenting
2021-Biden...5481 2021-Biden             this
2021-Biden...5482 2021-Biden           nation
2021-Biden...5483 2021-Biden             with
2021-Biden...5484 2021-Biden              the
2021-Biden...5485 2021-Biden          gravest
2021-Biden...5486 2021-Biden               of
2021-Biden...5487 2021-Biden responsibilities
2021-Biden...5488 2021-Biden              now
2021-Biden...5489 2021-Biden               we
2021-Biden...5490 2021-Biden             must
2021-Biden...5491 2021-Biden             step
2021-Biden...5492 2021-Biden               up
2021-Biden...5493 2021-Biden              all
2021-Biden...5494 2021-Biden               of
2021-Biden...5495 2021-Biden               us
2021-Biden...5496 2021-Biden               it
2021-Biden...5497 2021-Biden               is
2021-Biden...5498 2021-Biden                a
2021-Biden...5499 2021-Biden             time
2021-Biden...5500 2021-Biden              for
2021-Biden...5501 2021-Biden         boldness
2021-Biden...5502 2021-Biden              for
2021-Biden...5503 2021-Biden            there
2021-Biden...5504 2021-Biden               is
2021-Biden...5505 2021-Biden               so
2021-Biden...5506 2021-Biden             much
2021-Biden...5507 2021-Biden               to
2021-Biden...5508 2021-Biden               do
2021-Biden...5509 2021-Biden              and
2021-Biden...5510 2021-Biden             this
2021-Biden...5511 2021-Biden               is
2021-Biden...5512 2021-Biden          certain
2021-Biden...5513 2021-Biden               we
2021-Biden...5514 2021-Biden             will
2021-Biden...5515 2021-Biden               be
2021-Biden...5516 2021-Biden           judged
2021-Biden...5517 2021-Biden              you
2021-Biden...5518 2021-Biden              and
2021-Biden...5519 2021-Biden                i
2021-Biden...5520 2021-Biden              for
2021-Biden...5521 2021-Biden              how
2021-Biden...5522 2021-Biden               we
2021-Biden...5523 2021-Biden          resolve
2021-Biden...5524 2021-Biden              the
2021-Biden...5525 2021-Biden        cascading
2021-Biden...5526 2021-Biden           crises
2021-Biden...5527 2021-Biden               of
2021-Biden...5528 2021-Biden              our
2021-Biden...5529 2021-Biden              era
2021-Biden...5530 2021-Biden             will
2021-Biden...5531 2021-Biden               we
2021-Biden...5532 2021-Biden             rise
2021-Biden...5533 2021-Biden               to
2021-Biden...5534 2021-Biden              the
2021-Biden...5535 2021-Biden         occasion
2021-Biden...5536 2021-Biden             will
2021-Biden...5537 2021-Biden               we
2021-Biden...5538 2021-Biden           master
2021-Biden...5539 2021-Biden             this
2021-Biden...5540 2021-Biden             rare
2021-Biden...5541 2021-Biden              and
2021-Biden...5542 2021-Biden        difficult
2021-Biden...5543 2021-Biden             hour
2021-Biden...5544 2021-Biden             will
2021-Biden...5545 2021-Biden               we
2021-Biden...5546 2021-Biden             meet
2021-Biden...5547 2021-Biden              our
2021-Biden...5548 2021-Biden      obligations
2021-Biden...5549 2021-Biden              and
2021-Biden...5550 2021-Biden             pass
2021-Biden...5551 2021-Biden            along
2021-Biden...5552 2021-Biden                a
2021-Biden...5553 2021-Biden              new
2021-Biden...5554 2021-Biden              and
2021-Biden...5555 2021-Biden           better
2021-Biden...5556 2021-Biden            world
2021-Biden...5557 2021-Biden              for
2021-Biden...5558 2021-Biden              our
2021-Biden...5559 2021-Biden         children
2021-Biden...5560 2021-Biden                i
2021-Biden...5561 2021-Biden          believe
2021-Biden...5562 2021-Biden               we
2021-Biden...5563 2021-Biden             must
2021-Biden...5564 2021-Biden              and
2021-Biden...5565 2021-Biden                i
2021-Biden...5566 2021-Biden          believe
2021-Biden...5567 2021-Biden               we
2021-Biden...5568 2021-Biden             will
2021-Biden...5569 2021-Biden              and
2021-Biden...5570 2021-Biden             when
2021-Biden...5571 2021-Biden               we
2021-Biden...5572 2021-Biden               do
2021-Biden...5573 2021-Biden               we
2021-Biden...5574 2021-Biden             will
2021-Biden...5575 2021-Biden            write
2021-Biden...5576 2021-Biden              the
2021-Biden...5577 2021-Biden             next
2021-Biden...5578 2021-Biden          chapter
2021-Biden...5579 2021-Biden               in
2021-Biden...5580 2021-Biden              the
2021-Biden...5581 2021-Biden         american
2021-Biden...5582 2021-Biden            story
2021-Biden...5583 2021-Biden             it's
2021-Biden...5584 2021-Biden                a
2021-Biden...5585 2021-Biden            story
2021-Biden...5586 2021-Biden             that
2021-Biden...5587 2021-Biden            might
2021-Biden...5588 2021-Biden            sound
2021-Biden...5589 2021-Biden        something
2021-Biden...5590 2021-Biden             like
2021-Biden...5591 2021-Biden                a
2021-Biden...5592 2021-Biden             song
2021-Biden...5593 2021-Biden             that
2021-Biden...5594 2021-Biden            means
2021-Biden...5595 2021-Biden                a
2021-Biden...5596 2021-Biden              lot
2021-Biden...5597 2021-Biden               to
2021-Biden...5598 2021-Biden               me
2021-Biden...5599 2021-Biden             it's
2021-Biden...5600 2021-Biden           called
2021-Biden...5601 2021-Biden         american
2021-Biden...5602 2021-Biden           anthem
2021-Biden...5603 2021-Biden              and
2021-Biden...5604 2021-Biden            there
2021-Biden...5605 2021-Biden               is
2021-Biden...5606 2021-Biden              one
2021-Biden...5607 2021-Biden            verse
2021-Biden...5608 2021-Biden           stands
2021-Biden...5609 2021-Biden              out
2021-Biden...5610 2021-Biden              for
2021-Biden...5611 2021-Biden               me
2021-Biden...5612 2021-Biden              the
2021-Biden...5613 2021-Biden             work
2021-Biden...5614 2021-Biden              and
2021-Biden...5615 2021-Biden          prayers
2021-Biden...5616 2021-Biden               of
2021-Biden...5617 2021-Biden        centuries
2021-Biden...5618 2021-Biden             have
2021-Biden...5619 2021-Biden          brought
2021-Biden...5620 2021-Biden               us
2021-Biden...5621 2021-Biden               to
2021-Biden...5622 2021-Biden             this
2021-Biden...5623 2021-Biden              day
2021-Biden...5624 2021-Biden             what
2021-Biden...5625 2021-Biden            shall
2021-Biden...5626 2021-Biden               be
2021-Biden...5627 2021-Biden              our
2021-Biden...5628 2021-Biden           legacy
2021-Biden...5629 2021-Biden             what
2021-Biden...5630 2021-Biden             will
2021-Biden...5631 2021-Biden              our
2021-Biden...5632 2021-Biden         children
2021-Biden...5633 2021-Biden              say
2021-Biden...5634 2021-Biden              let
2021-Biden...5635 2021-Biden               me
2021-Biden...5636 2021-Biden             know
2021-Biden...5637 2021-Biden               in
2021-Biden...5638 2021-Biden               my
2021-Biden...5639 2021-Biden            heart
2021-Biden...5640 2021-Biden             when
2021-Biden...5641 2021-Biden               my
2021-Biden...5642 2021-Biden             days
2021-Biden...5643 2021-Biden              are
2021-Biden...5644 2021-Biden          through
2021-Biden...5645 2021-Biden          america
2021-Biden...5646 2021-Biden          america
2021-Biden...5647 2021-Biden                i
2021-Biden...5648 2021-Biden             gave
2021-Biden...5649 2021-Biden               my
2021-Biden...5650 2021-Biden             best
2021-Biden...5651 2021-Biden               to
2021-Biden...5652 2021-Biden              you
2021-Biden...5653 2021-Biden              let
2021-Biden...5654 2021-Biden               us
2021-Biden...5655 2021-Biden              add
2021-Biden...5656 2021-Biden              our
2021-Biden...5657 2021-Biden              own
2021-Biden...5658 2021-Biden             work
2021-Biden...5659 2021-Biden              and
2021-Biden...5660 2021-Biden          prayers
2021-Biden...5661 2021-Biden               to
2021-Biden...5662 2021-Biden              the
2021-Biden...5663 2021-Biden        unfolding
2021-Biden...5664 2021-Biden            story
2021-Biden...5665 2021-Biden               of
2021-Biden...5666 2021-Biden              our
2021-Biden...5667 2021-Biden           nation
2021-Biden...5668 2021-Biden               if
2021-Biden...5669 2021-Biden               we
2021-Biden...5670 2021-Biden               do
2021-Biden...5671 2021-Biden             this
2021-Biden...5672 2021-Biden             then
2021-Biden...5673 2021-Biden             when
2021-Biden...5674 2021-Biden              our
2021-Biden...5675 2021-Biden             days
2021-Biden...5676 2021-Biden              are
2021-Biden...5677 2021-Biden          through
2021-Biden...5678 2021-Biden              our
2021-Biden...5679 2021-Biden         children
2021-Biden...5680 2021-Biden              and
2021-Biden...5681 2021-Biden              our
2021-Biden...5682 2021-Biden       children's
2021-Biden...5683 2021-Biden         children
2021-Biden...5684 2021-Biden             will
2021-Biden...5685 2021-Biden              say
2021-Biden...5686 2021-Biden               of
2021-Biden...5687 2021-Biden               us
2021-Biden...5688 2021-Biden             they
2021-Biden...5689 2021-Biden             gave
2021-Biden...5690 2021-Biden            their
2021-Biden...5691 2021-Biden             best
2021-Biden...5692 2021-Biden             they
2021-Biden...5693 2021-Biden              did
2021-Biden...5694 2021-Biden            their
2021-Biden...5695 2021-Biden             duty
2021-Biden...5696 2021-Biden             they
2021-Biden...5697 2021-Biden           healed
2021-Biden...5698 2021-Biden                a
2021-Biden...5699 2021-Biden           broken
2021-Biden...5700 2021-Biden             land
2021-Biden...5701 2021-Biden               my
2021-Biden...5702 2021-Biden           fellow
2021-Biden...5703 2021-Biden        americans
2021-Biden...5704 2021-Biden                i
2021-Biden...5705 2021-Biden            close
2021-Biden...5706 2021-Biden            today
2021-Biden...5707 2021-Biden            where
2021-Biden...5708 2021-Biden                i
2021-Biden...5709 2021-Biden            began
2021-Biden...5710 2021-Biden             with
2021-Biden...5711 2021-Biden                a
2021-Biden...5712 2021-Biden           sacred
2021-Biden...5713 2021-Biden             oath
2021-Biden...5714 2021-Biden           before
2021-Biden...5715 2021-Biden              god
2021-Biden...5716 2021-Biden              and
2021-Biden...5717 2021-Biden              all
2021-Biden...5718 2021-Biden               of
2021-Biden...5719 2021-Biden              you
2021-Biden...5720 2021-Biden                i
2021-Biden...5721 2021-Biden             give
2021-Biden...5722 2021-Biden              you
2021-Biden...5723 2021-Biden               my
2021-Biden...5724 2021-Biden             word
2021-Biden...5725 2021-Biden                i
2021-Biden...5726 2021-Biden             will
2021-Biden...5727 2021-Biden           always
2021-Biden...5728 2021-Biden            level
2021-Biden...5729 2021-Biden             with
2021-Biden...5730 2021-Biden              you
2021-Biden...5731 2021-Biden                i
2021-Biden...5732 2021-Biden             will
2021-Biden...5733 2021-Biden           defend
2021-Biden...5734 2021-Biden              the
2021-Biden...5735 2021-Biden     constitution
2021-Biden...5736 2021-Biden                i
2021-Biden...5737 2021-Biden             will
2021-Biden...5738 2021-Biden           defend
2021-Biden...5739 2021-Biden              our
2021-Biden...5740 2021-Biden        democracy
2021-Biden...5741 2021-Biden                i
2021-Biden...5742 2021-Biden             will
2021-Biden...5743 2021-Biden           defend
2021-Biden...5744 2021-Biden          america
2021-Biden...5745 2021-Biden                i
2021-Biden...5746 2021-Biden             will
2021-Biden...5747 2021-Biden             give
2021-Biden...5748 2021-Biden               my
2021-Biden...5749 2021-Biden              all
2021-Biden...5750 2021-Biden               in
2021-Biden...5751 2021-Biden             your
2021-Biden...5752 2021-Biden          service
2021-Biden...5753 2021-Biden         thinking
2021-Biden...5754 2021-Biden              not
2021-Biden...5755 2021-Biden               of
2021-Biden...5756 2021-Biden            power
2021-Biden...5757 2021-Biden              but
2021-Biden...5758 2021-Biden               of
2021-Biden...5759 2021-Biden    possibilities
2021-Biden...5760 2021-Biden              not
2021-Biden...5761 2021-Biden               of
2021-Biden...5762 2021-Biden         personal
2021-Biden...5763 2021-Biden         interest
2021-Biden...5764 2021-Biden              but
2021-Biden...5765 2021-Biden               of
2021-Biden...5766 2021-Biden              the
2021-Biden...5767 2021-Biden           public
2021-Biden...5768 2021-Biden             good
2021-Biden...5769 2021-Biden              and
2021-Biden...5770 2021-Biden         together
2021-Biden...5771 2021-Biden               we
2021-Biden...5772 2021-Biden            shall
2021-Biden...5773 2021-Biden            write
2021-Biden...5774 2021-Biden               an
2021-Biden...5775 2021-Biden         american
2021-Biden...5776 2021-Biden            story
2021-Biden...5777 2021-Biden               of
2021-Biden...5778 2021-Biden             hope
2021-Biden...5779 2021-Biden              not
2021-Biden...5780 2021-Biden             fear
2021-Biden...5781 2021-Biden               of
2021-Biden...5782 2021-Biden            unity
2021-Biden...5783 2021-Biden              not
2021-Biden...5784 2021-Biden         division
2021-Biden...5785 2021-Biden               of
2021-Biden...5786 2021-Biden            light
2021-Biden...5787 2021-Biden              not
2021-Biden...5788 2021-Biden         darkness
2021-Biden...5789 2021-Biden               an
2021-Biden...5790 2021-Biden         american
2021-Biden...5791 2021-Biden            story
2021-Biden...5792 2021-Biden               of
2021-Biden...5793 2021-Biden          decency
2021-Biden...5794 2021-Biden              and
2021-Biden...5795 2021-Biden          dignity
2021-Biden...5796 2021-Biden               of
2021-Biden...5797 2021-Biden             love
2021-Biden...5798 2021-Biden              and
2021-Biden...5799 2021-Biden               of
2021-Biden...5800 2021-Biden          healing
2021-Biden...5801 2021-Biden               of
2021-Biden...5802 2021-Biden        greatness
2021-Biden...5803 2021-Biden              and
2021-Biden...5804 2021-Biden               of
2021-Biden...5805 2021-Biden         goodness
2021-Biden...5806 2021-Biden              may
2021-Biden...5807 2021-Biden             this
2021-Biden...5808 2021-Biden               be
2021-Biden...5809 2021-Biden              the
2021-Biden...5810 2021-Biden            story
2021-Biden...5811 2021-Biden             that
2021-Biden...5812 2021-Biden           guides
2021-Biden...5813 2021-Biden               us
2021-Biden...5814 2021-Biden              the
2021-Biden...5815 2021-Biden            story
2021-Biden...5816 2021-Biden             that
2021-Biden...5817 2021-Biden         inspires
2021-Biden...5818 2021-Biden               us
2021-Biden...5819 2021-Biden              the
2021-Biden...5820 2021-Biden            story
2021-Biden...5821 2021-Biden             that
2021-Biden...5822 2021-Biden            tells
2021-Biden...5823 2021-Biden             ages
2021-Biden...5824 2021-Biden              yet
2021-Biden...5825 2021-Biden               to
2021-Biden...5826 2021-Biden             come
2021-Biden...5827 2021-Biden             that
2021-Biden...5828 2021-Biden               we
2021-Biden...5829 2021-Biden         answered
2021-Biden...5830 2021-Biden              the
2021-Biden...5831 2021-Biden             call
2021-Biden...5832 2021-Biden               of
2021-Biden...5833 2021-Biden          history
2021-Biden...5834 2021-Biden               we
2021-Biden...5835 2021-Biden              met
2021-Biden...5836 2021-Biden              the
2021-Biden...5837 2021-Biden           moment
2021-Biden...5838 2021-Biden             that
2021-Biden...5839 2021-Biden        democracy
2021-Biden...5840 2021-Biden              and
2021-Biden...5841 2021-Biden             hope
2021-Biden...5842 2021-Biden            truth
2021-Biden...5843 2021-Biden              and
2021-Biden...5844 2021-Biden          justice
2021-Biden...5845 2021-Biden              did
2021-Biden...5846 2021-Biden              not
2021-Biden...5847 2021-Biden              die
2021-Biden...5848 2021-Biden               on
2021-Biden...5849 2021-Biden              our
2021-Biden...5850 2021-Biden            watch
2021-Biden...5851 2021-Biden              but
2021-Biden...5852 2021-Biden          thrived
2021-Biden...5853 2021-Biden             that
2021-Biden...5854 2021-Biden              our
2021-Biden...5855 2021-Biden          america
2021-Biden...5856 2021-Biden          secured
2021-Biden...5857 2021-Biden          liberty
2021-Biden...5858 2021-Biden               at
2021-Biden...5859 2021-Biden             home
2021-Biden...5860 2021-Biden              and
2021-Biden...5861 2021-Biden            stood
2021-Biden...5862 2021-Biden             once
2021-Biden...5863 2021-Biden            again
2021-Biden...5864 2021-Biden               as
2021-Biden...5865 2021-Biden                a
2021-Biden...5866 2021-Biden           beacon
2021-Biden...5867 2021-Biden               to
2021-Biden...5868 2021-Biden              the
2021-Biden...5869 2021-Biden            world
2021-Biden...5870 2021-Biden             that
2021-Biden...5871 2021-Biden               is
2021-Biden...5872 2021-Biden             what
2021-Biden...5873 2021-Biden               we
2021-Biden...5874 2021-Biden              owe
2021-Biden...5875 2021-Biden              our
2021-Biden...5876 2021-Biden      forebearers
2021-Biden...5877 2021-Biden              one
2021-Biden...5878 2021-Biden          another
2021-Biden...5879 2021-Biden              and
2021-Biden...5880 2021-Biden      generations
2021-Biden...5881 2021-Biden               to
2021-Biden...5882 2021-Biden           follow
2021-Biden...5883 2021-Biden               so
2021-Biden...5884 2021-Biden             with
2021-Biden...5885 2021-Biden          purpose
2021-Biden...5886 2021-Biden              and
2021-Biden...5887 2021-Biden          resolve
2021-Biden...5888 2021-Biden               we
2021-Biden...5889 2021-Biden             turn
2021-Biden...5890 2021-Biden               to
2021-Biden...5891 2021-Biden              the
2021-Biden...5892 2021-Biden            tasks
2021-Biden...5893 2021-Biden               of
2021-Biden...5894 2021-Biden              our
2021-Biden...5895 2021-Biden             time
2021-Biden...5896 2021-Biden        sustained
2021-Biden...5897 2021-Biden               by
2021-Biden...5898 2021-Biden            faith
2021-Biden...5899 2021-Biden           driven
2021-Biden...5900 2021-Biden               by
2021-Biden...5901 2021-Biden       conviction
2021-Biden...5902 2021-Biden              and
2021-Biden...5903 2021-Biden          devoted
2021-Biden...5904 2021-Biden               to
2021-Biden...5905 2021-Biden              one
2021-Biden...5906 2021-Biden          another
2021-Biden...5907 2021-Biden              and
2021-Biden...5908 2021-Biden               to
2021-Biden...5909 2021-Biden             this
2021-Biden...5910 2021-Biden          country
2021-Biden...5911 2021-Biden               we
2021-Biden...5912 2021-Biden             love
2021-Biden...5913 2021-Biden             with
2021-Biden...5914 2021-Biden              all
2021-Biden...5915 2021-Biden              our
2021-Biden...5916 2021-Biden           hearts
2021-Biden...5917 2021-Biden              may
2021-Biden...5918 2021-Biden              god
2021-Biden...5919 2021-Biden            bless
2021-Biden...5920 2021-Biden          america
2021-Biden...5921 2021-Biden              and
2021-Biden...5922 2021-Biden              may
2021-Biden...5923 2021-Biden              god
2021-Biden...5924 2021-Biden          protect
2021-Biden...5925 2021-Biden              our
2021-Biden...5926 2021-Biden           troops
2021-Biden...5927 2021-Biden            thank
2021-Biden...5928 2021-Biden              you
2021-Biden...5929 2021-Biden          america

Example: Bing dictionary

bing_lexicon <- tidytext::get_sentiments("bing")

head(bing_lexicon)

# A tibble: 6 × 2
  word       sentiment
  <chr>      <chr>    
1 2-faces    negative 
2 abnormal   negative 
3 abolish    negative 
4 abominable negative 
5 abominably negative 
6 abominate  negative

Provided by Bing Liu and colleagues

Example: Combine

pres_sent <- dplyr::inner_join(speeches_clean, bing_lexicon, by = "word")

pres_sent

          pres          word sentiment
1   2013-Obama          vice  negative
2   2013-Obama distinguished  positive
3   2013-Obama        affirm  positive
4   2013-Obama       promise  positive
5   2013-Obama         faith  positive
6   2013-Obama   exceptional  positive
7   2013-Obama       liberty  positive
8   2013-Obama     happiness  positive
9   2013-Obama       freedom  positive
10  2013-Obama       tyranny  negative
11  2013-Obama          safe  positive
12  2013-Obama       liberty  positive
13  2013-Obama         slave  negative
14  2013-Obama          free  positive
15  2013-Obama        modern  positive
16  2013-Obama          free  positive
17  2013-Obama          fair  positive
18  2013-Obama         great  positive
19  2013-Obama    vulnerable  negative
20  2013-Obama       protect  positive
21  2013-Obama         worst  negative
22  2013-Obama    misfortune  negative
23  2013-Obama    skepticism  negative
24  2013-Obama       fiction  negative
25  2013-Obama   celebration  positive
26  2013-Obama          hard  negative
27  2013-Obama          work  positive
28  2013-Obama      fidelity  positive
29  2013-Obama      freedoms  positive
30  2013-Obama       fascism  negative
31  2013-Obama      recovery  positive
32  2013-Obama      openness  positive
33  2013-Obama          risk  negative
34  2013-Obama       succeed  positive
35  2013-Obama          well  positive
36  2013-Obama    prosperity  positive
37  2013-Obama         pride  positive
38  2013-Obama          work  positive
39  2013-Obama        honest  positive
40  2013-Obama      liberate  positive
41  2013-Obama      hardship  negative
42  2013-Obama       poverty  negative
43  2013-Obama       succeed  positive
44  2013-Obama          free  positive
45  2013-Obama    inadequate  negative
46  2013-Obama        reform  positive
47  2013-Obama       empower  positive
48  2013-Obama          work  positive
49  2013-Obama       dignity  positive
50  2013-Obama          hard  negative
51  2013-Obama        reject  negative
52  2013-Obama       poverty  negative
53  2013-Obama       freedom  positive
54  2013-Obama         lucky  positive
55  2013-Obama     happiness  positive
56  2013-Obama   responsibly  positive
57  2013-Obama          loss  negative
58  2013-Obama       illness  negative
59  2013-Obama      terrible  negative
60  2013-Obama           sap  negative
61  2013-Obama          free  positive
62  2013-Obama         risks  negative
63  2013-Obama         great  positive
64  2013-Obama        threat  negative
65  2013-Obama       failure  negative
66  2013-Obama        betray  negative
67  2013-Obama          deny  negative
68  2013-Obama  overwhelming  negative
69  2013-Obama   devastating  negative
70  2013-Obama        raging  negative
71  2013-Obama     crippling  negative
72  2013-Obama       drought  negative
73  2013-Obama      powerful  positive
74  2013-Obama   sustainable  positive
75  2013-Obama     difficult  negative
76  2013-Obama          lead  positive
77  2013-Obama       promise  positive
78  2013-Obama      treasure  positive
79  2013-Obama         peace  positive
80  2013-Obama         brave  positive
81  2013-Obama     unmatched  positive
82  2013-Obama         skill  positive
83  2013-Obama       courage  positive
84  2013-Obama          lost  negative
85  2013-Obama          well  positive
86  2013-Obama       liberty  positive
87  2013-Obama      vigilant  positive
88  2013-Obama          harm  negative
89  2013-Obama           won  positive
90  2013-Obama         peace  positive
91  2013-Obama       enemies  negative
92  2013-Obama          well  positive
93  2013-Obama        uphold  positive
94  2013-Obama       courage  positive
95  2013-Obama    peacefully  positive
96  2013-Obama         naive  negative
97  2013-Obama     suspicion  negative
98  2013-Obama          fear  negative
99  2013-Obama        strong  positive
100 2013-Obama        crisis  negative
101 2013-Obama      peaceful  positive
102 2013-Obama      powerful  positive
103 2013-Obama       support  positive
104 2013-Obama     interests  positive
105 2013-Obama       freedom  positive
106 2013-Obama          poor  negative
107 2013-Obama          sick  negative
108 2013-Obama     prejudice  negative
109 2013-Obama         peace  positive
110 2013-Obama       dignity  positive
111 2013-Obama         falls  negative
112 2013-Obama         great  positive
113 2013-Obama       freedom  positive
114 2013-Obama  inextricably  negative
115 2013-Obama       freedom  positive
116 2013-Obama          like  positive
117 2013-Obama          love  positive
118 2013-Obama          well  positive
119 2013-Obama         right  positive
120 2013-Obama        better  positive
121 2013-Obama       welcome  positive
122 2013-Obama      striving  positive
123 2013-Obama       hopeful  positive
124 2013-Obama        bright  positive
125 2013-Obama         quiet  positive
126 2013-Obama     cherished  positive
127 2013-Obama          safe  positive
128 2013-Obama          harm  negative
129 2013-Obama       liberty  positive
130 2013-Obama     happiness  positive
131 2013-Obama       liberty  positive
132 2013-Obama       precise  positive
133 2013-Obama     happiness  positive
134 2013-Obama      progress  positive
135 2013-Obama        afford  positive
136 2013-Obama         delay  negative
137 2013-Obama       mistake  negative
138 2013-Obama      reasoned  positive
139 2013-Obama          work  positive
140 2013-Obama     imperfect  negative
141 2013-Obama          like  positive
142 2013-Obama    faithfully  positive
143 2013-Obama         pride  positive
144 2013-Obama      greatest  positive
145 2013-Obama        solemn  negative
146 2013-Obama       awesome  positive
147 2013-Obama           joy  positive
148 2013-Obama       passion  positive
149 2013-Obama     uncertain  negative
150 2013-Obama      precious  positive
151 2013-Obama       freedom  positive
152 2013-Obama         thank  positive
153 2013-Obama         bless  positive
154 2013-Obama         bless  positive
155 2017-Trump         thank  positive
156 2017-Trump         great  positive
157 2017-Trump       promise  positive
158 2017-Trump      confront  negative
159 2017-Trump     hardships  negative
160 2017-Trump       orderly  positive
161 2017-Trump      peaceful  positive
162 2017-Trump      grateful  positive
163 2017-Trump      gracious  positive
164 2017-Trump   magnificent  positive
165 2017-Trump         thank  positive
166 2017-Trump    celebrated  positive
167 2017-Trump     celebrate  positive
168 2017-Trump    struggling  negative
169 2017-Trump         right  positive
170 2017-Trump         right  positive
171 2017-Trump   celebration  positive
172 2017-Trump         likes  positive
173 2017-Trump         great  positive
174 2017-Trump          safe  positive
175 2017-Trump          good  positive
176 2017-Trump    reasonable  positive
177 2017-Trump     righteous  positive
178 2017-Trump     righteous  positive
179 2017-Trump       trapped  negative
180 2017-Trump       poverty  negative
181 2017-Trump          like  positive
182 2017-Trump     beautiful  positive
183 2017-Trump      deprived  negative
184 2017-Trump         crime  negative
185 2017-Trump        stolen  negative
186 2017-Trump       carnage  negative
187 2017-Trump         right  positive
188 2017-Trump         right  positive
189 2017-Trump          pain  negative
190 2017-Trump          pain  negative
191 2017-Trump       success  positive
192 2017-Trump       success  positive
193 2017-Trump      glorious  positive
194 2017-Trump       destiny  positive
195 2017-Trump    subsidized  positive
196 2017-Trump           sad  negative
197 2017-Trump      refusing  negative
198 2017-Trump        fallen  negative
199 2017-Trump         decay  negative
200 2017-Trump          rich  positive
201 2017-Trump    confidence  positive
202 2017-Trump        ripped  negative
203 2017-Trump       benefit  positive
204 2017-Trump       protect  positive
205 2017-Trump      stealing  negative
206 2017-Trump    protection  positive
207 2017-Trump          lead  positive
208 2017-Trump         great  positive
209 2017-Trump    prosperity  positive
210 2017-Trump       winning  positive
211 2017-Trump       winning  positive
212 2017-Trump          like  positive
213 2017-Trump     wonderful  positive
214 2017-Trump          work  positive
215 2017-Trump      goodwill  positive
216 2017-Trump         right  positive
217 2017-Trump     interests  positive
218 2017-Trump        impose  negative
219 2017-Trump         shine  positive
220 2017-Trump       radical  negative
221 2017-Trump     terrorism  negative
222 2017-Trump       loyalty  positive
223 2017-Trump       loyalty  positive
224 2017-Trump     prejudice  negative
225 2017-Trump          good  positive
226 2017-Trump      pleasant  positive
227 2017-Trump         unity  positive
228 2017-Trump        openly  positive
229 2017-Trump    solidarity  positive
230 2017-Trump          fear  negative
231 2017-Trump         great  positive
232 2017-Trump      striving  positive
233 2017-Trump   complaining  negative
234 2017-Trump          fail  negative
235 2017-Trump        thrive  positive
236 2017-Trump       prosper  positive
237 2017-Trump         ready  positive
238 2017-Trump          free  positive
239 2017-Trump      miseries  negative
240 2017-Trump         pride  positive
241 2017-Trump          heal  positive
242 2017-Trump        wisdom  positive
243 2017-Trump         bleed  negative
244 2017-Trump         enjoy  positive
245 2017-Trump      glorious  positive
246 2017-Trump      freedoms  positive
247 2017-Trump        salute  positive
248 2017-Trump         great  positive
249 2017-Trump       destiny  positive
250 2017-Trump       courage  positive
251 2017-Trump      goodness  positive
252 2017-Trump          love  positive
253 2017-Trump        strong  positive
254 2017-Trump       wealthy  positive
255 2017-Trump         proud  positive
256 2017-Trump          safe  positive
257 2017-Trump         great  positive
258 2017-Trump         thank  positive
259 2017-Trump         bless  positive
260 2017-Trump         bless  positive
261 2021-Biden          vice  negative
262 2021-Biden          vice  negative
263 2021-Biden distinguished  positive
264 2021-Biden     celebrate  positive
265 2021-Biden       triumph  positive
266 2021-Biden      precious  positive
267 2021-Biden       fragile  negative
268 2021-Biden      hallowed  positive
269 2021-Biden         shake  negative
270 2021-Biden      peaceful  positive
271 2021-Biden      restless  negative
272 2021-Biden    optimistic  positive
273 2021-Biden         thank  positive
274 2021-Biden         thank  positive
275 2021-Biden        salute  positive
276 2021-Biden       perfect  positive
277 2021-Biden         great  positive
278 2021-Biden          good  positive
279 2021-Biden        strife  negative
280 2021-Biden         peace  positive
281 2021-Biden         peril  negative
282 2021-Biden          heal  positive
283 2021-Biden          gain  positive
284 2021-Biden   challenging  negative
285 2021-Biden     difficult  negative
286 2021-Biden         virus  negative
287 2021-Biden          lost  negative
288 2021-Biden          lost  negative
289 2021-Biden           cry  negative
290 2021-Biden           cry  negative
291 2021-Biden      survival  positive
292 2021-Biden           cry  negative
293 2021-Biden     desperate  negative
294 2021-Biden         clear  positive
295 2021-Biden     extremism  negative
296 2021-Biden     supremacy  positive
297 2021-Biden     terrorism  negative
298 2021-Biden      confront  negative
299 2021-Biden        defeat  positive
300 2021-Biden        secure  positive
301 2021-Biden         unity  positive
302 2021-Biden         unity  positive
303 2021-Biden         anger  negative
304 2021-Biden    resentment  negative
305 2021-Biden        hatred  negative
306 2021-Biden     extremism  negative
307 2021-Biden   lawlessness  negative
308 2021-Biden  hopelessness  negative
309 2021-Biden         unity  positive
310 2021-Biden         great  positive
311 2021-Biden     important  positive
312 2021-Biden         right  positive
313 2021-Biden          work  positive
314 2021-Biden          good  positive
315 2021-Biden          safe  positive
316 2021-Biden        deadly  negative
317 2021-Biden         virus  negative
318 2021-Biden        reward  positive
319 2021-Biden          work  positive
320 2021-Biden        secure  positive
321 2021-Biden       leading  positive
322 2021-Biden          good  positive
323 2021-Biden         unity  positive
324 2021-Biden          like  positive
325 2021-Biden       foolish  negative
326 2021-Biden      struggle  negative
327 2021-Biden         ideal  positive
328 2021-Biden         harsh  negative
329 2021-Biden          ugly  negative
330 2021-Biden        racism  negative
331 2021-Biden          fear  negative
332 2021-Biden       victory  positive
333 2021-Biden         great  positive
334 2021-Biden    depression  negative
335 2021-Biden      struggle  negative
336 2021-Biden      setbacks  negative
337 2021-Biden        better  positive
338 2021-Biden        enough  positive
339 2021-Biden         faith  positive
340 2021-Biden         unity  positive
341 2021-Biden       dignity  positive
342 2021-Biden       respect  positive
343 2021-Biden         unity  positive
344 2021-Biden         peace  positive
345 2021-Biden    bitterness  negative
346 2021-Biden          fury  negative
347 2021-Biden      progress  positive
348 2021-Biden       outrage  negative
349 2021-Biden         chaos  negative
350 2021-Biden        crisis  negative
351 2021-Biden         unity  positive
352 2021-Biden     guarantee  positive
353 2021-Biden          fail  negative
354 2021-Biden        failed  negative
355 2021-Biden       respect  positive
356 2021-Biden        raging  negative
357 2021-Biden  disagreement  negative
358 2021-Biden        reject  negative
359 2021-Biden        better  positive
360 2021-Biden        better  positive
361 2021-Biden          hung  negative
362 2021-Biden         great  positive
363 2021-Biden         brave  positive
364 2021-Biden         right  positive
365 2021-Biden          vice  negative
366 2021-Biden         peace  positive
367 2021-Biden          work  positive
368 2021-Biden     supported  positive
369 2021-Biden         faith  positive
370 2021-Biden       support  positive
371 2021-Biden      disagree  negative
372 2021-Biden         right  positive
373 2021-Biden       dissent  negative
374 2021-Biden      greatest  positive
375 2021-Biden       clearly  positive
376 2021-Biden  disagreement  negative
377 2021-Biden          lead  positive
378 2021-Biden          hard  negative
379 2021-Biden       support  positive
380 2021-Biden         saint  positive
381 2021-Biden         saint  positive
382 2021-Biden          love  positive
383 2021-Biden          love  positive
384 2021-Biden       liberty  positive
385 2021-Biden       dignity  positive
386 2021-Biden       respect  positive
387 2021-Biden         honor  positive
388 2021-Biden       painful  negative
389 2021-Biden          lies  negative
390 2021-Biden          lies  negative
391 2021-Biden         honor  positive
392 2021-Biden       protect  positive
393 2021-Biden        defeat  positive
394 2021-Biden          lies  negative
395 2021-Biden          fear  negative
396 2021-Biden         worry  negative
397 2021-Biden       retreat  negative
398 2021-Biden   distrusting  negative
399 2021-Biden          like  positive
400 2021-Biden       uncivil  negative
401 2021-Biden  conservative  negative
402 2021-Biden      humility  positive
403 2021-Biden       willing  positive
404 2021-Biden      stronger  positive
405 2021-Biden    prosperous  positive
406 2021-Biden         ready  positive
407 2021-Biden          work  positive
408 2021-Biden     persevere  positive
409 2021-Biden          dark  negative
410 2021-Biden          well  positive
411 2021-Biden      toughest  positive
412 2021-Biden         virus  negative
413 2021-Biden       promise  positive
414 2021-Biden           joy  positive
415 2021-Biden      stronger  positive
416 2021-Biden          lead  positive
417 2021-Biden        strong  positive
418 2021-Biden       trusted  positive
419 2021-Biden         peace  positive
420 2021-Biden      progress  positive
421 2021-Biden          like  positive
422 2021-Biden        silent  positive
423 2021-Biden          lost  negative
424 2021-Biden         honor  positive
425 2021-Biden        silent  positive
426 2021-Biden          lost  negative
427 2021-Biden        attack  negative
428 2021-Biden        raging  negative
429 2021-Biden         virus  negative
430 2021-Biden         sting  negative
431 2021-Biden        racism  negative
432 2021-Biden        crisis  negative
433 2021-Biden        enough  positive
434 2021-Biden      profound  positive
435 2021-Biden        master  positive
436 2021-Biden     difficult  negative
437 2021-Biden        better  positive
438 2021-Biden          like  positive
439 2021-Biden          work  positive
440 2021-Biden          best  positive
441 2021-Biden          work  positive
442 2021-Biden          best  positive
443 2021-Biden        broken  negative
444 2021-Biden          good  positive
445 2021-Biden          fear  negative
446 2021-Biden         unity  positive
447 2021-Biden      darkness  negative
448 2021-Biden       decency  positive
449 2021-Biden       dignity  positive
450 2021-Biden          love  positive
451 2021-Biden     greatness  positive
452 2021-Biden      goodness  positive
453 2021-Biden           die  negative
454 2021-Biden       liberty  positive
455 2021-Biden         faith  positive
456 2021-Biden          love  positive
457 2021-Biden         bless  positive
458 2021-Biden       protect  positive
459 2021-Biden         thank  positive

Example: Sentiments in Speeches

# Count occurrences of doc_id and sentiment pairs
counted_data <- dplyr::count(pres_sent, pres, sentiment)

counted_data

        pres sentiment   n
1 2013-Obama  negative  50
2 2013-Obama  positive 104
3 2017-Trump  negative  26
4 2017-Trump  positive  80
5 2021-Biden  negative  77
6 2021-Biden  positive 122

Example: Sentiments in Speeches

# Make sentiment separate columns
final_data <- tidyr::spread(counted_data, sentiment, n)

final_data

        pres negative positive
1 2013-Obama       50      104
2 2017-Trump       26       80
3 2021-Biden       77      122

Example: Sentiments in Speeches

# Calculate sentiment score
final_data$sentiment <- final_data$positive - final_data$negative

final_data

        pres negative positive sentiment
1 2013-Obama       50      104        54
2 2017-Trump       26       80        54
3 2021-Biden       77      122        45

Tutorial 04: Exercise 1-2.

Challenges with Dictionary Approaches

Many concepts are not easily coded with simple word lists
Adding terms can lead to false positives
Narrow dictionaries are precise but may miss relevant terms
Hard to capture nuanced topics accurately with dictionaries

Challenges with Dictionary Approaches for Sentiment Analysis

Ambiguity and Context Sensitivity
Struggles with nuanced language and complex expressions (e.g., sarcasm)
Examples of Challenges:
- Negation: Fails to detect “not good” as negative
- Modifiers: Cannot distinguish intensity (“very good” vs. “good”)
- Word Context: “Great” and “good” are treated equally

Practical Challenges of Dictionary Approaches for Sentiment Analysis

Domain-Specificity: Dictionaries tailored to specific contexts may not generalize well
Granularity of Analysis:
- Works better for larger text segments with clear evaluative content (e.g., movie reviews)
- Sentence-level analysis is harder due to subtle nuances

Optimal Uses for Dictionary Approaches

Straightforward applications: E.g., counting occurrences of racist terms or swearwords
Research requiring transparency, where method and logic are explainable
Advantages:
- Low cost: Efficient when dictionaries exist
- Transparency: No “black-box” issues, more interpretable

Validating Dictionary Approaches

Construct and refine dictionary based on theory and text samples
Manual coding: Compare dictionary results to human-coded texts
Adjust dictionary terms for better alignment
Validation dataset: Code a sample set manually for comparison
Metrics: Calculate precision, recall, and intercoder reliability to assess performance (more next week)

Tutorial 04: Exercise 3.

Key Points of Dictionary-Based Analysis

Counts specific terms for a transparent, rule-based analysis
Suitable for straightforward, well-defined topics across extensive text data sets
Cannot handle negation, intensity, or modifiers effectively
Validate thoroughly to ensure reliable results
Adapt dictionaries to specific research domains

Text Analysis Approaches: Deductive to Inductive

Approach	Deductive	Intermediate	Inductive
Dictionary	✔
Supervised ML		✔
Topic Models			✔

Methods on a continuum (see Boumans & Trilling 2016)
Each method has specific strengths and limitations
More in the next sessions

Forschungspraktikum 1+2: Computational Social Science

Agenda

What is Sentiment Analysis?

Dictionary-Based Approaches

Dictionary (Rule-Based) Approaches

Example: Ethnic Insults in YouTube Comments

Combining Dictionaries and Texts: join()

Example: left_join()

Overview of join() Types

Example: US Presidential Inaugural Addresses

Example: Bing dictionary

Example: Combine

Example: Sentiments in Speeches

Example: Sentiments in Speeches

Example: Sentiments in Speeches

Tutorial 04: Exercise 1-2.

Challenges with Dictionary Approaches

Challenges with Dictionary Approaches for Sentiment Analysis

Practical Challenges of Dictionary Approaches for Sentiment Analysis

Optimal Uses for Dictionary Approaches

Validating Dictionary Approaches

Tutorial 04: Exercise 3.

Key Points of Dictionary-Based Analysis

Text Analysis Approaches: Deductive to Inductive

Tutorial 04: Exercise 4.

Combining Dictionaries and Texts: `join()`

Example: `left_join()`

Overview of `join()` Types