 'I would like to conclude': 'summary',
 'According to an analysis': 'summary',
 'conclude by saying': 'summary',
 'final note': 'summary',
 'I close by saying': 'summary',
 'i should like to conclude by saying': 'summary',
 'I should like to finish by saying': 'summary',
 'I shall conclude by saying': 'summary',
 'I want to conclude by saying': 'summary',
 'I will close by saying': 'summary',
 'i will conclude': 'summary',
 'i will conclude by saying': 'summary',
 'i will end by saying': 'summary',
 'i will finish by saying': 'summary',
 'i would end by saying': 'summary',
 'i would like to conclude by stating': 'summary',
 'i would like to end by saying': 'summary',
 'in closing': 'summary',
 'in conclusion': 'summary',
 'let me close by saying': 'summary',
 'let me conclude by saying': 'summary',
 'let me finish by saying': 'summary',
 'may i conclude by saying': 'summary',
 'i would like briefly': 'summary',
 'i would like to refer briefly': 'summary',
 'i would like to return briefly': 'summary',
 'let me briefly present': 'summary',
 'let me briefly say': 'summary',
 'let me briefly touch': 'summary',
 'let me comment briefly': 'summary',
 'let me quickly': 'summary',
 'let me turn briefly': 'summary',
 'allow me to say a few': 'summary',
 'allow me to touch briefly': 'summary',
 'i shall refer briefly': 'summary',
 'i should like to refer briefly': 'summary',
 'i want to say a couple': 'summary',
 'i want to say a few': 'summary',
 'i will briefly mention': 'summary',
 'i will briefly summarize': 'summary',
 'i will comment briefly': 'summary',
 'i will refer briefly': 'summary',
 'i will touch briefly': 'summary',
 'i wish to say a few': 'summary',
 'i would like to say a few': 'summary',
 'i would like to say a word': 'summary',
 'i would like to speak briefly': 'summary',
 'let me briefly turn': 'summary',
 'let me say a few': 'summary',
 'let me touch briefly': 'summary',
 'Let me briefly': 'summary',
 'tell you a little story': 'story',
 'told a story': 'story',
 'let me tell you a story': 'story',
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 'ta muchly': 'thanking',
 'thanks a bunch': 'thanking',
 'thank you very much': 'thanking',
 'many thanks': 'thanking',
 'i thank you': 'thanking',
 'thanks a million': 'thanking',
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 'i thank you from the bottom of my heart': 'thanking',
 'accept my endless gratitude': 'thanking',
 'thank you so much': 'thanking',
 'i am all gratitude': 'thanking',
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 'i will never forget what you have done': 'thanking',
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 'respectfully yours with sincere gratitude': 'thanking',
 'accord a thank': 'thanking',
 'gracias': 'thanking',
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 'give thanks': 'thanking',
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 'mercy bucket': 'thanking',
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 'you made my day': 'thanking',
 'you saved my day': 'thanking',
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 'i wanted to thank': 'thanking',
 'i would like to thank': 'thanking',
 'letter of thanks': 'thanking',
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 'thanks ever so much': 'thanking',
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 'word of thanks': 'thanking',