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{"title"=>"Books average previous decade of economic misery", "type"=>"journal", "authors"=>[{"first_name"=>"R. Alexander", "last_name"=>"Bentley", "scopus_author_id"=>"7102498946"}, {"first_name"=>"Alberto", "last_name"=>"Acerbi", "scopus_author_id"=>"24334212500"}, {"first_name"=>"Paul", "last_name"=>"Ormerod", "scopus_author_id"=>"7003626020"}, {"first_name"=>"Vasileios", "last_name"=>"Lampos", "scopus_author_id"=>"36610455100"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"pui"=>"372732195", "issn"=>"19326203", "doi"=>"10.1371/journal.pone.0083147", "scopus"=>"2-s2.0-84897409635", "pmid"=>"24416159", "sgr"=>"84897409635"}, "id"=>"4e32e059-ffc6-3f85-b4e5-bc40ee47415b", "abstract"=>"For the 20(th) century since the Depression, we find a strong correlation between a 'literary misery index' derived from English language books and a moving average of the previous decade of the annual U.S. economic misery index, which is the sum of inflation and unemployment rates. We find a peak in the goodness of fit at 11 years for the moving average. The fit between the two misery indices holds when using different techniques to measure the literary misery index, and this fit is significantly better than other possible correlations with different emotion indices. To check the robustness of the results, we also analysed books written in German language and obtained very similar correlations with the German economic misery index. The results suggest that millions of books published every year average the authors' shared economic experiences over the past decade.", "link"=>"http://www.mendeley.com/research/books-average-previous-decade-economic-misery", "reader_count"=>42, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>1, "Librarian"=>1, "Researcher"=>9, "Student > Ph. D. Student"=>9, "Other"=>4, "Student > Master"=>8, "Student > Bachelor"=>6, "Lecturer > Senior Lecturer"=>2, "Professor"=>2}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>1, "Librarian"=>1, "Researcher"=>9, "Student > Ph. D. Student"=>9, "Other"=>4, "Student > Master"=>8, "Student > Bachelor"=>6, "Lecturer > Senior Lecturer"=>2, "Professor"=>2}, "reader_count_by_subject_area"=>{"Unspecified"=>3, "Agricultural and Biological Sciences"=>3, "Arts and Humanities"=>6, "Business, Management and Accounting"=>2, "Computer Science"=>3, "Economics, Econometrics and Finance"=>1, "Energy"=>1, "Engineering"=>1, "Medicine and Dentistry"=>1, "Design"=>1, "Physics and Astronomy"=>1, "Psychology"=>4, "Social Sciences"=>11, "Linguistics"=>4}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Social Sciences"=>{"Social Sciences"=>11}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Psychology"=>{"Psychology"=>4}, "Unspecified"=>{"Unspecified"=>3}, "Arts and Humanities"=>{"Arts and Humanities"=>6}, "Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>1}, "Energy"=>{"Energy"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>3}, "Computer Science"=>{"Computer Science"=>3}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>2}, "Linguistics"=>{"Linguistics"=>4}}, "reader_count_by_country"=>{"United States"=>1, "Japan"=>1, "Luxembourg"=>1, "United Kingdom"=>4, "Nigeria"=>6, "Germany"=>1}, "group_count"=>0}

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• http://doi.org/10.1371/journal.pone.0137041
• http://doi.org/10.2139/ssrn.3249453
• http://doi.org/10.1177/1559325820942699
• http://doi.org/10.1111/1467-954X.12399
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• http://doi.org/10.1093/llc/fqv037
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• http://doi.org/10.1186/s12889-020-8409-2
• http://doi.org/10.1016/j.ssresearch.2018.08.005
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• http://doi.org/10.1371/journal.pone.0150771
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• http://doi.org/10.3389/fenvs.2014.00035
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Article Coverage

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Article Coverage Curated

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• {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/c31cfb37-1704-4fde-a99c-5c68f6d05427", "title"=>"Media coverage", "body"=>"'''New York Times'''\nhttp://www.nytimes.com/2014/01/09/science/study-finds-literary-mood-reflects-previous-decades-economy.html\n\n'''The Guardian'''\nhttp://www.theguardian.com/books/2014/jan/09/study-economic-misery-literature-mood-words\n\n'''The Telegraph'''\nhttp://www.telegraph.co.uk/culture/books/booknews/10559375/Economic-downturns-fuel-sad-books-claims-study.html\n\n'''The Independent'''\nhttp://www.independent.co.uk/news/science/if-the-slump-wasnt-bad-enough-stand-by-for-the-literary-misery-thats-bound-to-follow-9047240.html\n\n'''The Conversation'''\nhttps://theconversation.com/gloomy-vocabulary-in-books-reflects-poor-economic-climate-21853\n\n'''Daily Mail'''\nhttp://www.dailymail.co.uk/news/article-2536244/Novels-reflect-bleak-times-Books-gloomier-decade-recession.html\n\n'''Medical Daily'''\nhttp://www.medicaldaily.com/economic-mood-reflected-fiction-poetry-published-decade-later-266661\n\n'''Time'''\nhttp://healthland.time.com/2014/01/09/the-literary-misery-index-what-the-economy-has-to-do-with-what-youre-reading/\n\n'''Smithsonian'''\nhttp://www.smithsonianmag.com/science-nature/books-vocabulary-is-different-if-it-was-written-during-hard-economic-times-180949310/\n", "isRemoved"=>false, "created"=>"2014-01-10T23:29:39Z", "lastModified"=>"2014-01-10T23:29:39Z", "creator"=>{"userId"=>"320505"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pone.0083147", "state"=>"published", "journals"=>{"PLoSONE"=>{"journalKey"=>"PLoSONE", "eIssn"=>"1932-6203", "title"=>"PLOS ONE"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2014-01-10T23:29:39Z", "replies"=>[]}

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• {"id"=>"421097224211165185", "text"=>"書籍に使用されている感情語は間近10年間の経済状況(失業率等)の集約である。Books Average Previous Decade of Economic Misery http://t.co/I265oKmq9f", "created_at"=>"2014-01-09T01:52:56Z", "user"=>"uranus_2", "user_name"=>"マーキュリー２世", "user_profile_image"=>"http://abs.twimg.com/sticky/default_profile_images/default_profile_5_normal.png"}
• {"id"=>"421177861865627648", "text"=>"Title says it all — #PLOS ONE: “Books Average Previous Decade of Economic Misery” http://t.co/5AoUC2gT75", "created_at"=>"2014-01-09T07:13:22Z", "user"=>"lampos", "user_name"=>"V Lampos", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3371830780/46f565a971686d79463a65a453d5aa69_normal.png"}
• {"id"=>"421178003092021249", "text"=>"Title says it all — #PLOSONE: “Books Average Previous Decade of Economic Misery” http://t.co/5AoUC2gT75", "created_at"=>"2014-01-09T07:13:55Z", "user"=>"lampos", "user_name"=>"V Lampos", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3371830780/46f565a971686d79463a65a453d5aa69_normal.png"}
• {"id"=>"421187906590744576", "text"=>"“Books Average Previous Decade of Economic Misery” - our last paper on PLOS ONE http://t.co/D6jFLyTKRT", "created_at"=>"2014-01-09T07:53:16Z", "user"=>"acerbialberto", "user_name"=>"Alberto Acerbi", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000748540677/1fbc7ffe9816ab2ee9dade41ea8f883d_normal.png"}
• {"id"=>"421191586341732352", "text"=>"RT @acerbialberto: “Books Average Previous Decade of Economic Misery” - our last paper on PLOS ONE http://t.co/D6jFLyTKRT", "created_at"=>"2014-01-09T08:07:54Z", "user"=>"etologen", "user_name"=>"Johan Lind", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2932777244/a6ddab1f54067d0fc019be00fe2d3f7a_normal.jpeg"}
• {"id"=>"421209432828420096", "text"=>"Correlation between miserable books and economics. http://t.co/oNlme9Fa6P Rinse and repeat with top 40 lyrics for free publication.", "created_at"=>"2014-01-09T09:18:49Z", "user"=>"HumbleTeapot", "user_name"=>"Stephen Pearson", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1526948896/1_normal.jpg"}
• {"id"=>"421217161332662272", "text"=>"Literary mood reflects the economic mood of past 10 years, study finds http://t.co/LamrJF6L4B >> #Research output @ http://t.co/ANfvaIfPuu", "created_at"=>"2014-01-09T09:49:31Z", "user"=>"databris", "user_name"=>"data.bris", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2555622823/y3fpsa4wyy5sertbu8rt_normal.png"}
• {"id"=>"421250975891214336", "text"=>"Another interesting finding from Bentley, @acerbialberto, et al: \"Books Average Previous Decade of Economic Misery\" (http://t.co/KAOQvs3A7J)", "created_at"=>"2014-01-09T12:03:53Z", "user"=>"caseybergman", "user_name"=>"Casey Bergman", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2092288245/Untitled-1_normal.png"}
• {"id"=>"421262813672116224", "text"=>"Anyway, the article, \"Books Average Previous Decade of Economic Misery\", is here: http://t.co/fPL4pvSnx9", "created_at"=>"2014-01-09T12:50:56Z", "user"=>"OckhamsShotgun", "user_name"=>"O____o", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000790821800/a8338a18078c13351687d9a822b93f7c_normal.jpeg"}
• {"id"=>"421294657587249152", "text"=>"Books Average Previous Decade of Economic Misery http://t.co/FfqHprdW0m", "created_at"=>"2014-01-09T14:57:28Z", "user"=>"PLOSONE", "user_name"=>"PLOS ONE", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2429958559/mzjl6as5u2m09r2erof6_normal.jpeg"}
• {"id"=>"421299925025316864", "text"=>"RT @PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/FfqHprdW0m", "created_at"=>"2014-01-09T15:18:24Z", "user"=>"profrac", "user_name"=>"Robert Campbell", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1163517328/Robert_5_normal.jpg"}
• {"id"=>"421309295594975232", "text"=>"RT @PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/FfqHprdW0m", "created_at"=>"2014-01-09T15:55:38Z", "user"=>"christobartley", "user_name"=>"Christopher Bartley", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3682917484/d4a17fffc7560ddb08b128a8315792fb_normal.jpeg"}
• {"id"=>"421310401431994370", "text"=>"Books Average Previous Decade of Economic Misery http://t.co/9efEwkloE7", "created_at"=>"2014-01-09T16:00:01Z", "user"=>"WilfreddeGraaf", "user_name"=>"Wilfred de Graaf", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000654101180/dd33943a0211a6670b21d51fdc9f2052_normal.jpeg"}
• {"id"=>"421313419607027712", "text"=>"Books Average Previous Decade of Economic Misery http://t.co/Cng8WEBfR2", "created_at"=>"2014-01-09T16:12:01Z", "user"=>"OpinionMinerNL", "user_name"=>"Opinion Miner", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3323718622/e5a45fd51a47c7f9d25b377d8700b47a_normal.jpeg"}
• {"id"=>"421331046357954560", "text"=>"Paper that LRT summarizes: http://t.co/3Jzb8Eq4wT", "created_at"=>"2014-01-09T17:22:04Z", "user"=>"cgranade", "user_name"=>"Chris Granade", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1970167371/c-grenade_normal.png"}
• {"id"=>"421332108645498880", "text"=>"Oh, che ficata. L’economia incontra la letteratura: l’«umore letterario» riflette quello economico dei 10–11 anni... http://t.co/oyoy7oHmAm", "created_at"=>"2014-01-09T17:26:17Z", "user"=>"Souchousama", "user_name"=>"Matteo Marini", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000003990794/3a546b9fe85bdb94490f6a748283f204_normal.jpeg"}
• {"id"=>"421342405703389184", "text"=>"Nuevo estudio demuestra q la frec de palabras negativas en libros refleja la crisis económica de la década previa http://t.co/ZeYcxsDmHC", "created_at"=>"2014-01-09T18:07:12Z", "user"=>"e_gleich", "user_name"=>"Eze Gleichgerrcht", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000666563095/b7e4592ff19f92aa07b966b0ba3ef675_normal.jpeg"}
• {"id"=>"421348922573856770", "text"=>"El índice de miseria literaria. O cómo la crisis económica se refleja en la escritura literaria http://t.co/mS4HcvLaUW vía @e_gleich", "created_at"=>"2014-01-09T18:33:06Z", "user"=>"alefolgarait", "user_name"=>"Alejandra Folgarait", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000644038690/adab4b94a43b60535e5e5f304030b85d_normal.jpeg"}
• {"id"=>"421349041796964352", "text"=>"Oh sentiment analysis. Just in time for the #mla14 this paper & its \"literary misery index\" thoughts? @Ted_Underwood http://t.co/mRWhHx1Nvv", "created_at"=>"2014-01-09T18:33:34Z", "user"=>"MitchFraas", "user_name"=>"Mitch Fraas", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2731915607/7099cf6ecc6f50af2a348129ddbf8656_normal.jpeg"}
• {"id"=>"421351115997716480", "text"=>"RT @MitchFraas: Oh sentiment analysis. Just in time for the #mla14 this paper & its \"literary misery index\" thoughts? @Ted_Underwood http:/…", "created_at"=>"2014-01-09T18:41:49Z", "user"=>"normasalim", "user_name"=>"Clarissa Lee", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000172918831/7b6432f1aba5667457a88cde71bf4456_normal.jpeg"}
• {"id"=>"421375878979788800", "text"=>"2008 - 2018 economic misery => v. miserable books in 2019 http://t.co/vtHUjNZn07", "created_at"=>"2014-01-09T20:20:12Z", "user"=>"chrishanretty", "user_name"=>"Chris Hanretty", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000446608783/5209b2255920815d4169afb08b6fc004_normal.jpeg"}
• {"id"=>"421415137551990785", "text"=>"Books Average Previous Decade of Economic Misery http://t.co/J2zI9EWJLF", "created_at"=>"2014-01-09T22:56:12Z", "user"=>"erikgahner", "user_name"=>"Erik Gahner Larsen", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000845142503/2ffc43538b5a443fcba7dc3d62b9abcd_normal.png"}
• {"id"=>"421415618118975488", "text"=>"RT @erikgahner: Books Average Previous Decade of Economic Misery http://t.co/J2zI9EWJLF", "created_at"=>"2014-01-09T22:58:07Z", "user"=>"AsmusOlsen", "user_name"=>"Asmus Leth Olsen", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000699670934/b352474cb40a11adc1c20eda4f67895c_normal.png"}
• {"id"=>"421419784618516480", "text"=>"los intelectuales hacen lo que dicta la economía [la mayoría, de la década anterior] http://t.co/0t0BXO0EPM\nen @PLOS", "created_at"=>"2014-01-09T23:14:40Z", "user"=>"luis_quevedo", "user_name"=>"Luis Quevedo", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000145359022/b320f1cc4e03f1642eacfe37ad2e55cf_normal.jpeg"}
• {"id"=>"421422837015261184", "text"=>"RT @luis_quevedo: los intelectuales hacen lo que dicta la economía [la mayoría, de la década anterior] http://t.co/0t0BXO0EPM\nen @PLOS", "created_at"=>"2014-01-09T23:26:48Z", "user"=>"hevalcarcel", "user_name"=>"Helena Valcarcel", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2323376943/ckvtwgzt9mx3y80uhduf_normal.jpeg"}
• {"id"=>"421440354525904896", "text"=>"RT @chrishanretty: 2008 - 2018 economic misery => v. miserable books in 2019 http://t.co/vtHUjNZn07", "created_at"=>"2014-01-10T00:36:25Z", "user"=>"Wengle", "user_name"=>"Elliot Wengler", "user_profile_image"=>"http://pbs.twimg.com/profile_images/419836392496050176/2aOVWUzb_normal.jpeg"}
• {"id"=>"421456669353066496", "text"=>"@heatherfro Wish I had seen that session! Did you see the piece on literary sentiment analysis NYTimes profiled today http://t.co/mRWhHx1Nvv", "created_at"=>"2014-01-10T01:41:14Z", "user"=>"MitchFraas", "user_name"=>"Mitch Fraas", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2731915607/7099cf6ecc6f50af2a348129ddbf8656_normal.jpeg"}
• {"id"=>"421464818693206016", "text"=>"RT @e_gleich: Nuevo estudio demuestra q la frec de palabras negativas en libros refleja la crisis económica de la década previa http://t.c…", "created_at"=>"2014-01-10T02:13:37Z", "user"=>"NoFAQs", "user_name"=>"Dudas no Frecuentes", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1206676565/signo3_normal.jpg"}
• {"id"=>"421523951605411841", "text"=>"Why Wasn’t It ‘Grapes of Glee’? Study of Books Finds Economic Link http://t.co/RbtJPgFwe8 @nytimes and stsudy http://t.co/zv5gF867mE", "created_at"=>"2014-01-10T06:08:36Z", "user"=>"IanVol", "user_name"=>"Ian Jones", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1638260263/Ian_2_normal.jpg"}
• {"id"=>"421524475113242624", "text"=>"Why Wasn’t It ‘Grapes of Glee’? Study of Books Finds Economic Link http://t.co/RbtJPgFwe8 @nytimes and research http://t.co/zv5gF867mE", "created_at"=>"2014-01-10T06:10:41Z", "user"=>"IanVol", "user_name"=>"Ian Jones", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1638260263/Ian_2_normal.jpg"}
• {"id"=>"421557744181583872", "text"=>"PLOS ONE: Books Average Previous Decade of Economic Misery http://t.co/Xlk6QZuejm", "created_at"=>"2014-01-10T08:22:53Z", "user"=>"s_kilo", "user_name"=>"Seiichi Kasama", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1527980918/fav005_normal.jpg"}
• {"id"=>"421597306626920448", "text"=>"\"Books Average Previous Decade of Economic Misery” interesting study http://t.co/WFp5kmcMZI @acerbialberto @lampos http://t.co/xiNjWPPhL5", "created_at"=>"2014-01-10T11:00:05Z", "user"=>"ChrisDanforth", "user_name"=>"Chris Danforth", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1600263910/twitter-profile-pic_normal.jpg"}
• {"id"=>"421597356782411776", "text"=>"RT @ChrisDanforth: \"Books Average Previous Decade of Economic Misery” interesting study http://t.co/WFp5kmcMZI @acerbialberto @lampos http…", "created_at"=>"2014-01-10T11:00:17Z", "user"=>"compstorylab", "user_name"=>"compstorylab", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2512872613/3h1zbsh2eb9wj7dlr0ac_normal.jpeg"}
• {"id"=>"421653975117467648", "text"=>"Хорошая утренняя статья http://t.co/IfXvJVhr2M и в оригинале - http://t.co/lWa8m7Ca21", "created_at"=>"2014-01-10T14:45:16Z", "user"=>"firefera", "user_name"=>"Vera Smirnova", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1678945213/067_normal.jpg"}
• {"id"=>"421684917601173505", "text"=>"Apparenlty there's a ‘literary misery index’ // Books Average Previous Decade of Economic Misery http://t.co/0Hs7h7OJAM #PLOSONE: #fb", "created_at"=>"2014-01-10T16:48:13Z", "user"=>"luishestres", "user_name"=>"Luis Hestres", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2148331006/luis-green-shirt-state-theater_normal.jpg"}
• {"id"=>"421779781667921920", "text"=>"Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http://t.co/drIZBEttQ4", "created_at"=>"2014-01-10T23:05:10Z", "user"=>"BananaKarenina", "user_name"=>"Elif Batuman", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2289857780/7soora420jp1qtkuvkhj_normal.jpeg"}
• {"id"=>"421779842585985024", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-10T23:05:25Z", "user"=>"nlgrenfell", "user_name"=>"Nora Grenfell", "user_profile_image"=>"http://pbs.twimg.com/profile_images/414111629513482241/pibuvmht_normal.jpeg"}
• {"id"=>"421780709762924544", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-10T23:08:52Z", "user"=>"aiammaia", "user_name"=>"aiammaia", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3136519909/524e606c9de724d386a88b49f4cfa323_normal.png"}
• {"id"=>"421781302707118080", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-10T23:11:13Z", "user"=>"makizdat", "user_name"=>"Michael Younger", "user_profile_image"=>"http://pbs.twimg.com/profile_images/421031578693668864/xnGCzdKw_normal.png"}
• {"id"=>"421781375227035648", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-10T23:11:30Z", "user"=>"ppliny", "user_name"=>"KatieCruel", "user_profile_image"=>"http://pbs.twimg.com/profile_images/421637013012770816/-83MlSzg_normal.jpeg"}
• {"id"=>"421782084253147136", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-10T23:14:19Z", "user"=>"Citoyenne12", "user_name"=>"Citoyenne12", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1659371709/flord_normal.jpg"}
• {"id"=>"421782265677746176", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-10T23:15:03Z", "user"=>"SenBartholomew", "user_name"=>"Bartholomew", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3192030716/c258a449e9a02a8f57f3d531ef2be92a_normal.jpeg"}
• {"id"=>"421794099205656576", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T00:02:04Z", "user"=>"katrinazaat", "user_name"=>"Katrina Zaat", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2752309922/4b4af01e612422c4eb365e8622eb8a3d_normal.png"}
• {"id"=>"421794784865693696", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T00:04:47Z", "user"=>"CHRISHATTONCEDR", "user_name"=>"Chris Hatton", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000108643323/d3f15c25e2f9e9c6a086f612946286b7_normal.jpeg"}
• {"id"=>"421814030551240704", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T01:21:16Z", "user"=>"Don_Share", "user_name"=>"Don Share", "user_profile_image"=>"http://pbs.twimg.com/profile_images/419839417415892992/1pWstkYp_normal.jpeg"}
• {"id"=>"421815351945748480", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T01:26:31Z", "user"=>"esmithrakoff", "user_name"=>"Evan Smith Rakoff", "user_profile_image"=>"http://pbs.twimg.com/profile_images/421757891113017344/q-eWSUN1_normal.jpeg"}
• {"id"=>"421815584783753216", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T01:27:27Z", "user"=>"egtrejos", "user_name"=>"Edilberto González T", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000651517003/c73ae6bea1668f30e9b57dbbe5611445_normal.jpeg"}
• {"id"=>"421815652622815232", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T01:27:43Z", "user"=>"lrsphm", "user_name"=>"larissa pham", "user_profile_image"=>"http://pbs.twimg.com/profile_images/419245704763015168/kwekHHmG_normal.jpeg"}
• {"id"=>"421849432485687296", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T03:41:56Z", "user"=>"rafiazakaria", "user_name"=>"Rafia Zakaria", "user_profile_image"=>"http://pbs.twimg.com/profile_images/97651169/DT_Profile1_normal.jpg"}
• {"id"=>"421850312815964160", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T03:45:26Z", "user"=>"sikhan9", "user_name"=>"Amygdala Overdrive", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3708662359/ce7da0e8e72f9fdbfd74b30ec26366d1_normal.jpeg"}
• {"id"=>"421890096959205376", "text"=>"The correlation between the \"literary misery index\" and the \"economic misery index\": http://t.co/RJa7XjEVW3", "created_at"=>"2014-01-11T06:23:32Z", "user"=>"amandaruthprice", "user_name"=>"Amanda Ruth Price", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3510460708/dbf770e177f22607437fc12a121eec61_normal.jpeg"}
• {"id"=>"421914870280638464", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-11T08:01:58Z", "user"=>"SerialMom_", "user_name"=>"Serial Mom", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2340289533/tweet_pic_normal.png"}
• {"id"=>"421917963101290496", "text"=>"\"Literary misery index\" correlated with economic misery index http://t.co/qHwePjscJQ", "created_at"=>"2014-01-11T08:14:15Z", "user"=>"jaoskam", "user_name"=>"Jeroen Oskam", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3068094044/9bfbca1b86a83e52f3f3d0ca6cd81737_normal.jpeg"}
• {"id"=>"421924406034964480", "text"=>"Literary misery index! My favourite term of the week http://t.co/nOfCvFjzmC", "created_at"=>"2014-01-11T08:39:52Z", "user"=>"GuyHaley", "user_name"=>"Guy Haley", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2158853246/champion_of_mars_250x384_normal.jpg"}
• {"id"=>"421925344569217024", "text"=>"RT @GuyHaley: Literary misery index! My favourite term of the week http://t.co/nOfCvFjzmC", "created_at"=>"2014-01-11T08:43:35Z", "user"=>"mangozoid", "user_name"=>"DenizenOfTheUniverse", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1812571603/cat_normal.JPG"}
• {"id"=>"421933375398477824", "text"=>"#PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/pwSw6DBbJ5", "created_at"=>"2014-01-11T09:15:30Z", "user"=>"AlexBrantham", "user_name"=>"Alex Brantham", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3689647395/80d9cdaccb96d84fbc5da224d5bb9413_normal.jpeg"}
• {"id"=>"421949671511457792", "text"=>"You can map the economic peaks and troughs of the 20th Century via books' use of miserable terms http://t.co/rXUBB2bpOk", "created_at"=>"2014-01-11T10:20:15Z", "user"=>"FizzyDuck", "user_name"=>"♥Miss Fizzy Duck♥", "user_profile_image"=>"http://pbs.twimg.com/profile_images/414839052299272194/5gV1X14E_normal.jpeg"}
• {"id"=>"421962265152086018", "text"=>"Wow! Literary misery index (LMt) correlates with economic misery index (EMt) with 11-year lag. http://t.co/LvJdEK1ipq #dh :-)", "created_at"=>"2014-01-11T11:10:18Z", "user"=>"christof77", "user_name"=>"Christof Schöch", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1768060724/HKU-2010_normal.JPG"}
• {"id"=>"421962979223945216", "text"=>"Wow! Literary misery index (LMt) correlates with 11-year average of economic misery index (EMt). http://t.co/LvJdEK1ipq … #dh :-)", "created_at"=>"2014-01-11T11:13:08Z", "user"=>"christof77", "user_name"=>"Christof Schöch", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1768060724/HKU-2010_normal.JPG"}
• {"id"=>"421963005866151936", "text"=>"Apparently, the amount of miserable language in books reflect the economic climate: http://t.co/Td05s0ms5h #lovebooks #writing #economics", "created_at"=>"2014-01-11T11:13:14Z", "user"=>"AuthorMGW", "user_name"=>"Marion Grace Woolley", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1858071395/face2_normal.jpg"}
• {"id"=>"421972760840384512", "text"=>"You can map the economic peaks and troughs of the 20th Century via books' #miseryscore \nhttp://t.co/mtR5CAIUSi http://t.co/OW37bzWSGy", "created_at"=>"2014-01-11T11:52:00Z", "user"=>"MarcioOnTW", "user_name"=>"Marcio Rodrigues", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1968834669/layered---all_0001_Layer-5_normal.jpg"}
• {"id"=>"422004828768722946", "text"=>"Expect a lot of depressing books around 2020: #PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/jwD1yk7733", "created_at"=>"2014-01-11T13:59:26Z", "user"=>"MatthijsdeZwaan", "user_name"=>"Matthijs de Zwaan", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3376002006/94c45bd1ec7e90b981dfdac091426561_normal.png"}
• {"id"=>"422064468081004545", "text"=>"RT @christof77: Wow! Literary misery index (LMt) correlates with 11-year average of economic misery index (EMt). http://t.co/LvJdEK1ipq … #…", "created_at"=>"2014-01-11T17:56:25Z", "user"=>"GerhardLauer", "user_name"=>"Gerhard Lauer", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1609730246/_ZYX8314_PopArt_7_normal.jpg"}
• {"id"=>"422207344311685121", "text"=>"The correlation between a ‘literary misery index’ and the economic misery index. #FunReads :-) http://t.co/TkYHxa83g9", "created_at"=>"2014-01-12T03:24:09Z", "user"=>"LibertyTango", "user_name"=>"LibertyTango", "user_profile_image"=>"http://pbs.twimg.com/profile_images/416022376917131264/tQgcBWv7_normal.jpeg"}
• {"id"=>"422320553257496576", "text"=>"New #PLOSONE paper introduces a 'literary misery index': Books Average Previous Decade of Economic Misery http://t.co/pMP94P9P1e", "created_at"=>"2014-01-12T10:54:00Z", "user"=>"RebeccaSear", "user_name"=>"Rebecca Sear", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2257619995/rebecca8_cropped_normal.jpg"}
• {"id"=>"422326013758959616", "text"=>"Interesting piece on economic cycles & the word misery http://t.co/ycZmCadGJo", "created_at"=>"2014-01-12T11:15:42Z", "user"=>"Gerald_Ashley", "user_name"=>"Gerald Ashley", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1455058161/GAPIC_normal.png"}
• {"id"=>"422424009506975744", "text"=>"RT @christof77: Wow! Literary misery index (LMt) correlates with 11-year average of economic misery index (EMt). http://t.co/LvJdEK1ipq … #…", "created_at"=>"2014-01-12T17:45:06Z", "user"=>"nzerik", "user_name"=>"erik champion", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000716475768/97f11e6a9261e0d90e18ed9c0355cf83_normal.jpeg"}
• {"id"=>"422512313590366208", "text"=>"RT @LibertyTango: The correlation between a ‘literary misery index’ and the economic misery index. #FunReads :-) http://t.co/TkYHxa83g9", "created_at"=>"2014-01-12T23:36:00Z", "user"=>"AdamKissel", "user_name"=>"Adam Kissel", "user_profile_image"=>"http://pbs.twimg.com/profile_images/184027210/n508359627_3068_normal.jpg"}
• {"id"=>"422639485155672064", "text"=>"Interesting: Books Average Previous Decade of Economic Misery http://t.co/ahxkXAYyCu", "created_at"=>"2014-01-13T08:01:20Z", "user"=>"petewoodbridge", "user_name"=>"Peter Woodbridge", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000113859461/3cdd36a7499cd27fa19f6074794a7b6b_normal.jpeg"}
• {"id"=>"422793786033324033", "text"=>"#PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/5ZbYL5r6Yt Schrijvers, net gewone mensen. ;-)", "created_at"=>"2014-01-13T18:14:28Z", "user"=>"UBABert", "user_name"=>"Bert Zeeman", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1281381132/Bert_normal.jpg"}
• {"id"=>"422846816464289792", "text"=>"Economic depression times make up for depressive literature. http://t.co/0kYreTnHHc #paperoftheweek", "created_at"=>"2014-01-13T21:45:11Z", "user"=>"msfernandezrial", "user_name"=>"Summer", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000694897861/3bba5cedede39fbc37273efab9a984c4_normal.jpeg"}
• {"id"=>"423024183954518016", "text"=>"10 Things You Need to Know - #10: You can map 20th century economic peaks & troughs w/ books' use of miserable terms: http://t.co/aH1KxxkC6O", "created_at"=>"2014-01-14T09:29:59Z", "user"=>"MumbyatMovies", "user_name"=>"Daniel Mumby", "user_profile_image"=>"http://pbs.twimg.com/profile_images/413812906870849536/a3wauoOq_normal.jpeg"}
• {"id"=>"423033901057966080", "text"=>"http://t.co/ztgSUL1HBS", "created_at"=>"2014-01-14T10:08:36Z", "user"=>"Giacomo1871", "user_name"=>"Giacomo ", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1840566756/digg.com__how-to-pose-like-this_normal.jpg"}
• {"id"=>"423127824245878784", "text"=>"Books Average Previous Decade of Economic Misery | Plos One http://t.co/k9Hl95GlYQ", "created_at"=>"2014-01-14T16:21:49Z", "user"=>"dougcoulson", "user_name"=>"Doug Coulson", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3016764618/8d5077f84be9703e746d43ff2bd1d4a9_normal.jpeg"}
• {"id"=>"423182331323494401", "text"=>"\"we find a strong correlation between a ‘literary misery index’ and the annual U.S. economic misery index http://t.co/v8m0UNv8fR", "created_at"=>"2014-01-14T19:58:24Z", "user"=>"kevinkarpiak", "user_name"=>"Kevin Karpiak", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1143444521/Photo_on_2010-10-12_at_19.33_normal.jpg"}
• {"id"=>"423388284577132544", "text"=>"The correlation of \"Literary Misery\" in books with economic misery of the time http://t.co/vAMKe7Laes", "created_at"=>"2014-01-15T09:36:47Z", "user"=>"Luca", "user_name"=>"Luca Hammer", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1876479900/luca_k_normal.jpg"}
• {"id"=>"423461325139091457", "text"=>"via Harpers, \"anthropologists showed that economic misery begets literary misery\" (warning: lots of graphs) http://t.co/vx1JwizC1h", "created_at"=>"2014-01-15T14:27:02Z", "user"=>"sumayyaka", "user_name"=>"sumayya", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2979480445/2bcaf74e4c69705e18ab7446f54771c9_normal.jpeg"}
• {"id"=>"423498646064078848", "text"=>"There is now a \"misery index\" based on literature http://t.co/88S3Uo0Wgn", "created_at"=>"2014-01-15T16:55:20Z", "user"=>"jeremyhrussell", "user_name"=>"Jeremy Russell", "user_profile_image"=>"http://pbs.twimg.com/profile_images/610267996/2009-12-07_14.19.16-1_normal.jpg"}
• {"id"=>"423609663200833536", "text"=>"#PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/7sTje0nFFx The words and the economy #BigData #TextMining", "created_at"=>"2014-01-16T00:16:28Z", "user"=>"cscolari", "user_name"=>"Carlos A. Scolari", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3419855077/db159bbb38275185d3384b580cd21f4c_normal.jpeg"}
• {"id"=>"423636033507717120", "text"=>"PLOS ONE: Books Average Previous Decade of Economic Misery http://t.co/LGJee6Dx5O", "created_at"=>"2014-01-16T02:01:15Z", "user"=>"jhidalgo", "user_name"=>"JorgeHidalgoToledo", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2968392686/0d9be8acf5250f31530da6bea97641c8_normal.jpeg"}
• {"id"=>"423700737139703808", "text"=>"RT @cscolari: #PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/7sTje0nFFx The words and the economy #BigData #TextMin…", "created_at"=>"2014-01-16T06:18:22Z", "user"=>"jmarinpu", "user_name"=>"Jordi Marin", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2415658599/IMG-20120720-WA001_normal.jpg"}
• {"id"=>"423724804969988096", "text"=>"Wierd: 11 jaar na crisis zie je effecten terug in woordgebruik boeken http://t.co/hED4QjrDgd", "created_at"=>"2014-01-16T07:54:00Z", "user"=>"_alex_priem_", "user_name"=>"alex priem", "user_profile_image"=>"http://abs.twimg.com/sticky/default_profile_images/default_profile_5_normal.png"}
• {"id"=>"423747735716909056", "text"=>"RT @cscolari: #PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/EvuO8z6DKo The words & the economy #BigData #TextMining", "created_at"=>"2014-01-16T09:25:07Z", "user"=>"jmgomez", "user_name"=>"Jose M Gomez Hidalgo", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1277727824/jmgh04_normal.jpg"}
• {"id"=>"423833352081133568", "text"=>"Study in @PLOSONE finds links between literary & economic misery as books reflect economic cond/s of the past decade http://t.co/X2kcnmhQgs", "created_at"=>"2014-01-16T15:05:20Z", "user"=>"OBSfincrisis", "user_name"=>"European Observatory", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2393568091/dhweh4bh8zdelfb32gda_normal.jpeg"}
• {"id"=>"423833832060882944", "text"=>"RT @OBSfincrisis: Study in @PLOSONE finds links between literary & economic misery as books reflect economic cond/s of the past decade http…", "created_at"=>"2014-01-16T15:07:14Z", "user"=>"keelpno_gr", "user_name"=>"ΚΕΕΛΠΝΟ_HCDCP", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000819511166/5fd3ef96e99755b90129d1c03ab86032_normal.jpeg"}
• {"id"=>"423854915639734272", "text"=>"#PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/f3jRQozX6M", "created_at"=>"2014-01-16T16:31:01Z", "user"=>"DunkerLibrarian", "user_name"=>"Eric Bradley", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3375509751/a65352835b8de39c4a88653f2ab5bfb3_normal.jpeg"}
• {"id"=>"424071155654225921", "text"=>"#PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/seWWOd9r4Y", "created_at"=>"2014-01-17T06:50:17Z", "user"=>"elisayuste", "user_name"=>"Elisa Yuste", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3763451827/101fec4a1b04179ac3ffb54fac797269_normal.jpeg"}
• {"id"=>"424095410026979328", "text"=>"RT @BananaKarenina: Statistical correlation btw Literary Misery and Economic Misery (inflation + unemployment): http://t.co/mofHQIxbBv http…", "created_at"=>"2014-01-17T08:26:39Z", "user"=>"sbuhai", "user_name"=>"Sebastian Buhai", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000111200241/fd3bf90fb3f14e9502eeb94d5ae92b0e_normal.png"}
• {"id"=>"424103612810137600", "text"=>"DE INTERÉS | El índice literario de la miseria (en)► http://t.co/wc2mNqR0WH | resumen en cast► http://t.co/W6Sbn8Cnqg", "created_at"=>"2014-01-17T08:59:15Z", "user"=>"fsoriag", "user_name"=>"Im-Pulso", "user_profile_image"=>"http://pbs.twimg.com/profile_images/344513261575212865/298459b3b96dfae31bcc78d9c87e0230_normal.jpeg"}
• {"id"=>"424197742949183488", "text"=>"letteratura e benessere economico...10 anni dopo :) Books Average Previous Decade of Economic Misery http://t.co/Q1mLvbe5fl via #PLOSONE", "created_at"=>"2014-01-17T15:13:17Z", "user"=>"m_nicolaci", "user_name"=>"maria nicolaci", "user_profile_image"=>"http://pbs.twimg.com/profile_images/344513261572353363/809032b77e7c79605bcbac715e1417eb_normal.jpeg"}
• {"id"=>"425207721831309313", "text"=>"The Expression of Emotions in 20th Century Books http://t.co/gOlmhiTJf4", "created_at"=>"2014-01-20T10:06:35Z", "user"=>"RCacciaglia", "user_name"=>"Roberta Cacciaglia", "user_profile_image"=>"http://pbs.twimg.com/profile_images/413225359606181888/EV6Bs9vk_normal.jpeg"}
• {"id"=>"430813905892286465", "text"=>"'millions of books...average the authors' shared economic experiences over the past decade' http://t.co/JDXCm3QCZK 'Literary misery index' ?", "created_at"=>"2014-02-04T21:23:33Z", "user"=>"BravePassion", "user_name"=>"Giovanni Frazzetto", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000761871031/4269271b14dade7f835035ed1a10790e_normal.jpeg"}
• {"id"=>"431060261789655041", "text"=>"@carmitstead @LisaAppignanesi and more: http://t.co/zCgYfMPwVW this is about the 'literary misery index' matching economic crisis !", "created_at"=>"2014-02-05T13:42:29Z", "user"=>"BravePassion", "user_name"=>"Giovanni Frazzetto", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000761871031/4269271b14dade7f835035ed1a10790e_normal.jpeg"}
• {"id"=>"432696446945464320", "text"=>"Take Care With What You Read And Think And Feel: Literary misery and economic misery cycles http://t.co/MAvFEvyvA4", "created_at"=>"2014-02-10T02:04:06Z", "user"=>"dogyears", "user_name"=>"dogyears", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3697225289/d566b786d1a0b529efb0c2e48bba01d4_normal.jpeg"}
• {"id"=>"440771404317724672", "text"=>"The literary misery index.\nhttp://t.co/Y8cseEzIkC", "created_at"=>"2014-03-04T08:51:06Z", "user"=>"TomRennie", "user_name"=>"Tom Rennie", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3233032803/109a1876c596c629fa270ae1d42c621e_normal.jpeg"}
• {"id"=>"450060465797095424", "text"=>".@Noahpinion Actually, “artistically sad” periods tend to occur around 10–11 years after an economic downturn: http://t.co/06Wk9KvGZ2.", "created_at"=>"2014-03-30T00:02:31Z", "user"=>"Souchousama", "user_name"=>"Matteo Marini", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000003990794/3a546b9fe85bdb94490f6a748283f204_normal.jpeg"}
• {"id"=>"479970521447428096", "text"=>"The Misery Score!\n\nBooks Average Previous Decade of Economic Misery\n\nhttp://t.co/ziBxXZXhL5 http://t.co/yR8mHIw0H8", "created_at"=>"2014-06-20T12:54:24Z", "user"=>"Negation2010", "user_name"=>"Alan Smithee", "user_profile_image"=>"http://pbs.twimg.com/profile_images/3559256892/36706bba99502fd51c5239dcad997bae_normal.jpeg"}
• {"id"=>"479971704710901760", "text"=>"RT @Negation2010: The Misery Score!\n\nBooks Average Previous Decade of Economic Misery\n\nhttp://t.co/ziBxXZXhL5 http://t.co/yR8mHIw0H8", "created_at"=>"2014-06-20T12:59:06Z", "user"=>"jrcfilm", "user_name"=>"JRComerford", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2411959442/image_normal.jpg"}
• {"id"=>"506894566515953664", "text"=>"#PLOSONE: Books Average Previous Decade of Economic Misery http://t.co/AEBtB1JhaJ", "created_at"=>"2014-09-02T20:00:56Z", "user"=>"wilte", "user_name"=>"Wilte Zijlstra", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1398369998/Wilte_normal.jpg"}
• {"id"=>"686238026847096833", "text"=>".@j2bryson Possibly! Here the paper dealing with it: https://t.co/kPha7fj0le", "created_at"=>"2016-01-10T17:27:49Z", "user"=>"acerbialberto", "user_name"=>"Alberto Acerbi", "user_profile_image"=>"http://pbs.twimg.com/profile_images/549511045836845056/gDyLMnGc_normal.jpeg"}
• {"id"=>"708391495208927234", "text"=>"Response [https://t.co/2e0TM68xMp] to a misrepresentation of our @PLOSONE paper https://t.co/ee0SVUEXHe from https://t.co/WcatNrbzVh", "created_at"=>"2016-03-11T20:37:48Z", "user"=>"lampos", "user_name"=>"Bill Lampos", "user_profile_image"=>"http://pbs.twimg.com/profile_images/621248468506513408/9N1ayOK0_normal.png"}
• {"id"=>"708394780464697344", "text"=>"Response to a misrepresentation of our @PLOSONE paper https://t.co/ee0SVUEXHe from https://t.co/WcatNrbzVh ― https://t.co/2e0TM68xMp", "created_at"=>"2016-03-11T20:50:51Z", "user"=>"lampos", "user_name"=>"Bill Lampos", "user_profile_image"=>"http://pbs.twimg.com/profile_images/621248468506513408/9N1ayOK0_normal.png"}
• {"id"=>"708432523877949440", "text"=>"Semantic analysis shows that books reflect economic misery... @acerbialberto and co-authors do good research here. https://t.co/joFzlovGvI", "created_at"=>"2016-03-11T23:20:50Z", "user"=>"cognitivepolicy", "user_name"=>"Joe Brewer", "user_profile_image"=>"http://pbs.twimg.com/profile_images/459359789500223488/6DXDb5gn_normal.jpeg"}
• {"id"=>"708537500159967232", "text"=>"RT @lampos: Response to a misrepresentation of our @PLOSONE paper https://t.co/ee0SVUEXHe from https://t.co/WcatNrbzVh ― https://t.co/2e0TM…", "created_at"=>"2016-03-12T06:17:58Z", "user"=>"CDWren", "user_name"=>"Colin D. Wren", "user_profile_image"=>"http://pbs.twimg.com/profile_images/555470395139035136/vkpOPNwZ_normal.jpeg"}
• {"id"=>"801007244414287873", "text"=>"@acerbialberto ...plus variability due (in part) to economic conditions https://t.co/kPha7fABcM", "created_at"=>"2016-11-22T10:19:43Z", "user"=>"acerbialberto", "user_name"=>"Alberto Acerbi", "user_profile_image"=>"http://pbs.twimg.com/profile_images/782242835407962112/dx1PPBr__normal.jpg"}
• {"id"=>"801029121899773952", "text"=>"RT @acerbialberto: @acerbialberto ...plus variability due (in part) to economic conditions https://t.co/kPha7fABcM", "created_at"=>"2016-11-22T11:46:39Z", "user"=>"SimonJGreenhill", "user_name"=>"Simon J Greenhill", "user_profile_image"=>"http://pbs.twimg.com/profile_images/456597813829173248/4On-MNNo_normal.jpeg"}
• {"id"=>"803525543954186241", "text"=>"RT @acerbialberto: @acerbialberto ...plus variability due (in part) to economic conditions https://t.co/kPha7fABcM", "created_at"=>"2016-11-29T09:06:33Z", "user"=>"lampos", "user_name"=>"Vasileios Lampos", "user_profile_image"=>"http://pbs.twimg.com/profile_images/792728534229843968/T1gQoZIa_normal.jpg"}

Wikipedia | Further Information

• {"title"=>"Culturomics", "url"=>"http://en.wikipedia.org/wiki/Culturomics", "timestamp"=>"2019-02-22T01:55:27Z"}

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Figshare

• {"files"=>["https://ndownloader.figshare.com/files/1341499"], "description"=>"<p>Highest magnitude correlations at top. Standard deviations and confidence intervals on are estimated by 10,000 bootstraps (random sampling with replacement). Not shown are the literary scores which did not yield statistically significant correlations with economic misery: WNA misery (Fiction books), WNA joy, WNA fear, WNA surprise, WNA anger, WNA sadness, LIWC anxiety, LIWC anger, LIWC affect, and LIWC positive emotions.</p>", "links"=>[], "tags"=>["text mining", "communications", "Media studies", "Economics", "Macroeconomics", "Inflation rate", "Unemployment rate", "Economic anthropology", "psychology", "behavior", "emotions", "Sociology", "Computational sociology", "11-year", "moving", "misery", "1929"], "article_id"=>896468, "categories"=>["Information And Computing Sciences", "Sociology"], "users"=>["R. Alexander Bentley", "Alberto Acerbi", "Paul Ormerod", "Vasileios Lampos"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0083147.t001", "stats"=>{"downloads"=>4, "page_views"=>25, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Correlations_between_the_11_year_moving_average_on_the_U_S_misery_index_and_different_literary_samples_1929_to_2000_/896468", "title"=>"Correlations between the 11-year moving average on the U.S. misery index and different literary samples, 1929 to 2000.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-01-08 03:16:16"}
• {"files"=>["https://ndownloader.figshare.com/files/1341493"], "description"=>"<p>(a) The effect of varying the moving average period, <i>τ</i>, on correlation expressed as Pearson's <i>r</i> between the time series of for all books in the Google data and U.S. economy misery index, from 1900 to 2000 (blue line) and between the the two same time series from 1929 to 2000 (red line) (b) Scatterplot of literary misery index, , versus the 11-year moving average of U.S. economy misery index, , from 1929 to 2000. (c) The effect of varying the moving average period, <i>τ</i>, on correlation expressed as Pearsons <i>r</i> between the time series of for all books in the Google data of 1900–2000 versus U.S. misery index (blue line), U.S. unemployment rate (red line), and U.S. inflation rate (black line).</p>", "links"=>[], "tags"=>["text mining", "communications", "Media studies", "Economics", "Macroeconomics", "Inflation rate", "Unemployment rate", "Economic anthropology", "psychology", "behavior", "emotions", "Sociology", "Computational sociology"], "article_id"=>896462, "categories"=>["Information And Computing Sciences", "Sociology"], "users"=>["R. Alexander Bentley", "Alberto Acerbi", "Paul Ormerod", "Vasileios Lampos"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0083147.g003", "stats"=>{"downloads"=>2, "page_views"=>19, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Time_period_and_economic_index_/896462", "title"=>"Time period and economic index.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-01-08 03:16:16"}
• {"files"=>["https://ndownloader.figshare.com/files/1341498"], "description"=>"<p>(a) The effect of varying the moving average period, , versus as a simple lag, on correlation between for German LIWC and German misery index (b) Time series of the literary misery index for all books calculated through German LIWC (white circles), versus the German economic misery index (red circles).</p>", "links"=>[], "tags"=>["text mining", "communications", "Media studies", "Economics", "Macroeconomics", "Inflation rate", "Unemployment rate", "Economic anthropology", "psychology", "behavior", "emotions", "Sociology", "Computational sociology", "german"], "article_id"=>896467, "categories"=>["Information And Computing Sciences", "Sociology"], "users"=>["R. Alexander Bentley", "Alberto Acerbi", "Paul Ormerod", "Vasileios Lampos"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0083147.g004", "stats"=>{"downloads"=>3, "page_views"=>32, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Repeating_the_analysis_on_German_economic_and_literary_misery_/896467", "title"=>"Repeating the analysis on German economic and literary misery.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-01-08 03:16:16"}
• {"files"=>["https://ndownloader.figshare.com/files/1341491"], "description"=>"<p>(a) The effect of varying the moving average period, <i>τ</i>, versus a simple lag, on correlation expressed as Pearson's <i>r</i> between the time series of for all books of 1900–2000 and U.S. misery index (b) Time series for , the 11-year moving average of the U.S. misery index (red circles), versus literary misery index, , derived from all books calculated through WNA (white circles). Similarly to <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0083147#pone-0083147-g001\" target=\"_blank\">Figure 1</a>, has been scaled by a factor of 10 to allow a better comparison.</p>", "links"=>[], "tags"=>["text mining", "communications", "Media studies", "Economics", "Macroeconomics", "Inflation rate", "Unemployment rate", "Economic anthropology", "psychology", "behavior", "emotions", "Sociology", "Computational sociology"], "article_id"=>896460, "categories"=>["Information And Computing Sciences", "Sociology"], "users"=>["R. Alexander Bentley", "Alberto Acerbi", "Paul Ormerod", "Vasileios Lampos"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0083147.g002", "stats"=>{"downloads"=>2, "page_views"=>26, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Moving_average_of_economic_misery_/896460", "title"=>"Moving average of economic misery.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-01-08 03:16:16"}
• {"files"=>["https://ndownloader.figshare.com/files/1341489"], "description"=>"<p> has been scaled by a factor of 10 to allow a better comparison.</p>", "links"=>[], "tags"=>["text mining", "communications", "Media studies", "Economics", "Macroeconomics", "Inflation rate", "Unemployment rate", "Economic anthropology", "psychology", "behavior", "emotions", "Sociology", "Computational sociology", "misery", "books", "calculated", "wna"], "article_id"=>896458, "categories"=>["Information And Computing Sciences", "Sociology"], "users"=>["R. Alexander Bentley", "Alberto Acerbi", "Paul Ormerod", "Vasileios Lampos"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0083147.g001", "stats"=>{"downloads"=>2, "page_views"=>30, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Time_series_of_the_literary_misery_index_for_all_books_calculated_through_WNA_white_circles_versus_the_U_S_economic_misery_index_red_circles_/896458", "title"=>"Time series of the literary misery index for all books calculated through WNA (white circles), versus the U.S. economic misery index (red circles).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-01-08 03:16:16"}

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Relative Metric

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F1000Prime