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Explore Themes within a Text
This exercise uses this Recipe and tools such as frequency list, a word finding service, a concordance and collocation to explore a particular theme within a text.
This exercise applies the recipe to a textual example which is freely available on the internet so you can complete the steps yourself and see the results.
 This recipe and exercise will soon be available as a PDF download.
Exercise Steps
- In this example we will use William Shakespeare's Romeo and Juliet and explore the theme of love.
- This text is available at MIT.
- Use WordNet to generate a list of words related to the theme love.
- Submit the term love to WordNet and you should get a list of words similar to:
love, passion, beloved, dear, dearest, honey, worship, adoration, as well as the antonyms hate, hatred, detest.
 | As we are specifically interested in the theme of love, all of these words can be applied to our task. If we were unsure about any of the ways in which these words might be used, we can explore word sense. |
- You can proceed in two different ways at this point. You can generate a word list and see if there are any matches, or you can start searching for the particular words identified by EVA.
- To explore the theme, enter each of the synonymous words as search terms using the TAPoR Find Words - Concordance Tool to explore their textual contexts.
- Inputting the term love into the concordance tool returns the following result:
| 150 entries found. |
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| fearful passage of their death-mark'd | love, | And the continuance of their |
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| makes them short. BENVOLIO In | love? | ROMEO Out-- BENVOLIO Of love? |
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| love? ROMEO Out-- BENVOLIO Of | love? | ROMEO Out of her favour, |
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| favour, where I am in | love. | BENVOLIO Alas, that love, so |
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| in love. BENVOLIO Alas, that | love, | so gentle in his view, |
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| in proof! ROMEO Alas, that | love, | whose view is muffled still, |
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| with hate, but more with | love. | Why, then, O brawling love! |
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| love. Why, then, O brawling | love! | O loving hate! O any |
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| not what it is! This | love | feel I, that feel no |
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| feel I, that feel no | love | in this. Dost thou not |
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| oppression. ROMEO Why, such is | love's | transgression. Griefs of mine own |
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| With more of thine: this | love | that thou hast shown Doth |
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| too much of mine own. | Love | is a smoke raised with |
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| sadness, who is that you | love. | ROMEO What, shall I groan |
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| In sadness, cousin, I do | love | a woman. BENVOLIO I aim'd |
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| mark-man! And she's fair I | love. | BENVOLIO A right fair mark, |
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| | | | | | Word List (left of the keywords) | | Word List (right of the keywords) | Summary: There are 339 unique words and there are 776 words in total. 235 words occurred once and 45 words occurred twice.
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| Words | | Counts |
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| My | ------ | 24 | | Thy | ------ | 20 | | Love | ------ | 15 | | You | ------ | 14 | | Romeo | ------ | 11 | | She | ------ | 8 | | Thou | ------ | 7 | | Your | ------ | 6 | | True | ------ | 5 | | Not | ------ | 5 | | Juliet | ------ | 4 | | Dear | ------ | 4 | | Lady | ------ | 4 | | Thee | ------ | 4 | | Can | ------ | 3 | | Sweet | ------ | 3 | | Must | ------ | 3 | | Shape | ------ | 3 | | Do | ------ | 3 | | From | ------ | 3 | | Mercutio | ------ | 3 | | Him | ------ | 3 | | Much | ------ | 3 | | Grace | ------ | 3 | | Therefore | ------ | 3 | | Paris | ------ | 3 | | Heart | ------ | 3 | | Here | ------ | 3 | | Benvolio | ------ | 3 | | Light | ------ | 3 | | Night | ------ | 2 | | More | ------ | 2 |
| | Summary: There are 341 unique words and there are 775 words in total. 222 words occurred once and 49words occurred twice.
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| Words | | Counts |
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| And | ------ | 22 | | I | ------ | 22 | | The | ------ | 17 | | Love | ------ | 15 | | A | ------ | 14 | | That | ------ | 13 | | So | ------ | 12 | | To | ------ | 12 | | O | ------ | 12 | | Be | ------ | 11 | | For | ------ | 11 | | Me | ------ | 11 | | It | ------ | 10 | | Not | ------ | 10 | | In | ------ | 10 | | Juliet | ------ | 9 | | Of | ------ | 9 | | Do | ------ | 8 | | But | ------ | 8 | | Is | ------ | 8 | | What | ------ | 8 | | Thy | ------ | 7 | | With | ------ | 7 | | Thou | ------ | 7 | | Romeo | ------ | 7 | | Now | ------ | 7 | | Her | ------ | 6 | | Which | ------ | 6 | | Like | ------ | 6 | | You | ------ | 6 | | Doth | ------ | 6 | | Night | ------ | 5 |
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 | Some interesting avenues of attack emerge from this result. One of the clear facts that emerges is that this particular work seems to encompass the multifaceted aspects of love. Although there are references to deep, sweet love, there are also occassions of greif and death related to that same love. To explore these different facets, let's try finding direct combinations of some of the coordinate terms suggested. |
- Using the TAPoR Find Collocates Tool, with the wildcard 'lov*' to get a list of co-occurring words by frequency.
 | Looking at the words that collocate with the word love, it is clear that both of the aspects we identified are demonstrated. We may be particularly interested in some of the more tragic aspects of love in this work. Let's choose a particularly rich word, such as 'Grief' which collocates three time in the play and explore the context further to appreciate the specific theme of tragic love. |
- Use TAPoR Find Words - Concordance Tool with the words grief and love to explore this subtheme.
- Your result should resemble:
| 2 co-occurrences found | somegrief shows much of love; But much of grief shows
| | haughty Montague, That murder'd my love's cousin, with which grief, It |
- Repeat the above step for additional words which help to eleabourate on the subtheme.
 | As you can see from these few examples, a very comprehensive exploration of this work can be undertaken using these few simple tools. |
Glossary
- Collocation
- Collocation refers to the occurrence of words adjacently more often than would be expected by chance.
A Complete Glossary
Next Steps/Further Information
-- ShawnDay - 21 October 2006
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