Document (#38389)

Author

Weller, K.

Title

What do we get from Twitter-and what not? : a close look at Twitter research in the social sciences

Source

Knowledge organization. 41(2014) no.3, S.238-248

Year

2014

Abstract

The state of Twitter research in the social science do main is investigated based on a set of 25 highly cited papers, identified with the Scopus database out of 370 social science publications on social media research. The analysis shows how social media research in the so cial sciences has risen since 2007. The selected top cited papers are analyzed concerning their domains, the applied methods and the underlying data in use. It is shown that different methods, both experimental and analytical are applied, and that some papers have started to combine different modes of analysis. The size of the datasets used for studying Twitter varies considerably across studies. Furthermore, central advantages of studying data collected from Twitter are pointed out and open challenges in working with these particular data are listed. Challenges include, for example, data access via the Twitter API or via third party tools, representativeness of datasets and sampling strategies and ethical issues.

Content

Vgl.: http://www.ergon-verlag.de/isko_ko/downloads/ko_41_2014_3_f.pdf.

Footnote

Papers from the 2013 World Social Science Forum, Montréal, Canada.

Object

Twitter

Similar documents (author)

1. Weller, K.: Kooperativer Ontologieaufbau (2006) 5.32

   5.3242707 = sum of:
     5.3242707 = weight(author_txt:weller in 1270) [ClassicSimilarity], result of:
       5.3242707 = fieldWeight in 1270, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.518833 = idf(docFreq=23, maxDocs=44218)
         0.625 = fieldNorm(doc=1270)
   

2. Weller, A.C.: Editorial peer review : its strengths and weaknesses (2001) 5.32

   5.3242707 = sum of:
     5.3242707 = weight(author_txt:weller in 3173) [ClassicSimilarity], result of:
       5.3242707 = fieldWeight in 3173, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.518833 = idf(docFreq=23, maxDocs=44218)
         0.625 = fieldNorm(doc=3173)
   

3. Weller, K.: Kooperativer Ontologieaufbau (2006) 5.32

   5.3242707 = sum of:
     5.3242707 = weight(author_txt:weller in 2397) [ClassicSimilarity], result of:
       5.3242707 = fieldWeight in 2397, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.518833 = idf(docFreq=23, maxDocs=44218)
         0.625 = fieldNorm(doc=2397)
   

4. Weller, T.: Information history : its importance, relevance and future (2007) 5.32

   5.3242707 = sum of:
     5.3242707 = weight(author_txt:weller in 821) [ClassicSimilarity], result of:
       5.3242707 = fieldWeight in 821, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.518833 = idf(docFreq=23, maxDocs=44218)
         0.625 = fieldNorm(doc=821)
   

5. Weller, K.: Anforderungen an die Wissensrepräsentation im Social Semantic Web (2010) 5.32

   5.3242707 = sum of:
     5.3242707 = weight(author_txt:weller in 4061) [ClassicSimilarity], result of:
       5.3242707 = fieldWeight in 4061, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.518833 = idf(docFreq=23, maxDocs=44218)
         0.625 = fieldNorm(doc=4061)
   

Similar documents (content)

1. Zimmer, M.; Proferes, N.J.: ¬A topology of Twitter research : disciplines, methods, and ethics (2014) 0.44

   0.43508074 = sum of:
     0.43508074 = product of:
       1.3596274 = sum of:
         0.04492771 = weight(abstract_txt:analysis in 1622) [ClassicSimilarity], result of:
           0.04492771 = score(doc=1622,freq=9.0), product of:
             0.06558409 = queryWeight, product of:
               1.033255 = boost
               3.6535451 = idf(docFreq=3112, maxDocs=44218)
               0.017373068 = queryNorm
             0.6850397 = fieldWeight in 1622, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               3.6535451 = idf(docFreq=3112, maxDocs=44218)
               0.0625 = fieldNorm(doc=1622)
         0.0437929 = weight(abstract_txt:methods in 1622) [ClassicSimilarity], result of:
           0.0437929 = score(doc=1622,freq=4.0), product of:
             0.08448617 = queryWeight, product of:
               1.1727382 = boost
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.017373068 = queryNorm
             0.518344 = fieldWeight in 1622, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.0625 = fieldNorm(doc=1622)
         0.034884732 = weight(abstract_txt:what in 1622) [ClassicSimilarity], result of:
           0.034884732 = score(doc=1622,freq=2.0), product of:
             0.091471 = queryWeight, product of:
               1.2202532 = boost
               4.314763 = idf(docFreq=1606, maxDocs=44218)
               0.017373068 = queryNorm
             0.38137478 = fieldWeight in 1622, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.314763 = idf(docFreq=1606, maxDocs=44218)
               0.0625 = fieldNorm(doc=1622)
         0.040500805 = weight(abstract_txt:media in 1622) [ClassicSimilarity], result of:
           0.040500805 = score(doc=1622,freq=1.0), product of:
             0.12730505 = queryWeight, product of:
               1.4395642 = boost
               5.090237 = idf(docFreq=739, maxDocs=44218)
               0.017373068 = queryNorm
             0.31813982 = fieldWeight in 1622, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.090237 = idf(docFreq=739, maxDocs=44218)
               0.0625 = fieldNorm(doc=1622)
         0.07056151 = weight(abstract_txt:research in 1622) [ClassicSimilarity], result of:
           0.07056151 = score(doc=1622,freq=13.0), product of:
             0.09876672 = queryWeight, product of:
               1.7931993 = boost
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.017373068 = queryNorm
             0.714426 = fieldWeight in 1622, product of:
               3.6055512 = tf(freq=13.0), with freq of:
                 13.0 = termFreq=13.0
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.0625 = fieldNorm(doc=1622)
         0.055868775 = weight(abstract_txt:data in 1622) [ClassicSimilarity], result of:
           0.055868775 = score(doc=1622,freq=6.0), product of:
             0.10938107 = queryWeight, product of:
               1.8870975 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.017373068 = queryNorm
             0.5107719 = fieldWeight in 1622, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=1622)
         0.057594612 = weight(abstract_txt:social in 1622) [ClassicSimilarity], result of:
           0.057594612 = score(doc=1622,freq=1.0), product of:
             0.2184931 = queryWeight, product of:
               2.9819276 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.017373068 = queryNorm
             0.26359922 = fieldWeight in 1622, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.0625 = fieldNorm(doc=1622)
         1.0114963 = weight(abstract_txt:twitter in 1622) [ClassicSimilarity], result of:
           1.0114963 = score(doc=1622,freq=11.0), product of:
             0.70537853 = queryWeight, product of:
               5.869215 = boost
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.017373068 = queryNorm
             1.4339767 = fieldWeight in 1622, product of:
               3.3166249 = tf(freq=11.0), with freq of:
                 11.0 = termFreq=11.0
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.0625 = fieldNorm(doc=1622)
       0.32 = coord(8/25)
   

2. Haustein, S.; Peters, I.; Sugimoto, C.R.; Thelwall, M.; Larivière, V.: Tweeting biomedicine : an analysis of tweets and citations in the biomedical literature (2014) 0.33

   0.33478844 = sum of:
     0.33478844 = product of:
       0.9299678 = sum of:
         0.021179125 = weight(abstract_txt:analysis in 1229) [ClassicSimilarity], result of:
           0.021179125 = score(doc=1229,freq=2.0), product of:
             0.06558409 = queryWeight, product of:
               1.033255 = boost
               3.6535451 = idf(docFreq=3112, maxDocs=44218)
               0.017373068 = queryNorm
             0.3229308 = fieldWeight in 1229, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.6535451 = idf(docFreq=3112, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
         0.015123414 = weight(abstract_txt:different in 1229) [ClassicSimilarity], result of:
           0.015123414 = score(doc=1229,freq=1.0), product of:
             0.06601405 = queryWeight, product of:
               1.0366364 = boost
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.017373068 = queryNorm
             0.22909386 = fieldWeight in 1229, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
         0.017673371 = weight(abstract_txt:science in 1229) [ClassicSimilarity], result of:
           0.017673371 = score(doc=1229,freq=1.0), product of:
             0.07324018 = queryWeight, product of:
               1.0919002 = boost
               3.8609126 = idf(docFreq=2529, maxDocs=44218)
               0.017373068 = queryNorm
             0.24130704 = fieldWeight in 1229, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.8609126 = idf(docFreq=2529, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
         0.07014945 = weight(abstract_txt:media in 1229) [ClassicSimilarity], result of:
           0.07014945 = score(doc=1229,freq=3.0), product of:
             0.12730505 = queryWeight, product of:
               1.4395642 = boost
               5.090237 = idf(docFreq=739, maxDocs=44218)
               0.017373068 = queryNorm
             0.55103433 = fieldWeight in 1229, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.090237 = idf(docFreq=739, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
         0.0443043 = weight(abstract_txt:sciences in 1229) [ClassicSimilarity], result of:
           0.0443043 = score(doc=1229,freq=1.0), product of:
             0.13515551 = queryWeight, product of:
               1.4832867 = boost
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.017373068 = queryNorm
             0.3278024 = fieldWeight in 1229, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
         0.019570243 = weight(abstract_txt:research in 1229) [ClassicSimilarity], result of:
           0.019570243 = score(doc=1229,freq=1.0), product of:
             0.09876672 = queryWeight, product of:
               1.7931993 = boost
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.017373068 = queryNorm
             0.19814612 = fieldWeight in 1229, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
         0.03225585 = weight(abstract_txt:data in 1229) [ClassicSimilarity], result of:
           0.03225585 = score(doc=1229,freq=2.0), product of:
             0.10938107 = queryWeight, product of:
               1.8870975 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.017373068 = queryNorm
             0.29489428 = fieldWeight in 1229, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
         0.09975679 = weight(abstract_txt:social in 1229) [ClassicSimilarity], result of:
           0.09975679 = score(doc=1229,freq=3.0), product of:
             0.2184931 = queryWeight, product of:
               2.9819276 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.017373068 = queryNorm
             0.45656723 = fieldWeight in 1229, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
         0.60995525 = weight(abstract_txt:twitter in 1229) [ClassicSimilarity], result of:
           0.60995525 = score(doc=1229,freq=4.0), product of:
             0.70537853 = queryWeight, product of:
               5.869215 = boost
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.017373068 = queryNorm
             0.86472046 = fieldWeight in 1229, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.0625 = fieldNorm(doc=1229)
       0.36 = coord(9/25)
   

3. Zubiaga, A.: ¬A longitudinal assessment of the persistence of twitter datasets (2018) 0.32

   0.32133073 = sum of:
     0.32133073 = product of:
       1.0041585 = sum of:
         0.014975903 = weight(abstract_txt:analysis in 4368) [ClassicSimilarity], result of:
           0.014975903 = score(doc=4368,freq=1.0), product of:
             0.06558409 = queryWeight, product of:
               1.033255 = boost
               3.6535451 = idf(docFreq=3112, maxDocs=44218)
               0.017373068 = queryNorm
             0.22834657 = fieldWeight in 4368, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6535451 = idf(docFreq=3112, maxDocs=44218)
               0.0625 = fieldNorm(doc=4368)
         0.015123414 = weight(abstract_txt:different in 4368) [ClassicSimilarity], result of:
           0.015123414 = score(doc=4368,freq=1.0), product of:
             0.06601405 = queryWeight, product of:
               1.0366364 = boost
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.017373068 = queryNorm
             0.22909386 = fieldWeight in 4368, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.0625 = fieldNorm(doc=4368)
         0.040500805 = weight(abstract_txt:media in 4368) [ClassicSimilarity], result of:
           0.040500805 = score(doc=4368,freq=1.0), product of:
             0.12730505 = queryWeight, product of:
               1.4395642 = boost
               5.090237 = idf(docFreq=739, maxDocs=44218)
               0.017373068 = queryNorm
             0.31813982 = fieldWeight in 4368, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.090237 = idf(docFreq=739, maxDocs=44218)
               0.0625 = fieldNorm(doc=4368)
         0.019570243 = weight(abstract_txt:research in 4368) [ClassicSimilarity], result of:
           0.019570243 = score(doc=4368,freq=1.0), product of:
             0.09876672 = queryWeight, product of:
               1.7931993 = boost
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.017373068 = queryNorm
             0.19814612 = fieldWeight in 4368, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.0625 = fieldNorm(doc=4368)
         0.21418235 = weight(abstract_txt:datasets in 4368) [ClassicSimilarity], result of:
           0.21418235 = score(doc=4368,freq=6.0), product of:
             0.2126548 = queryWeight, product of:
               1.8605692 = boost
               6.578893 = idf(docFreq=166, maxDocs=44218)
               0.017373068 = queryNorm
             1.0071832 = fieldWeight in 4368, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               6.578893 = idf(docFreq=166, maxDocs=44218)
               0.0625 = fieldNorm(doc=4368)
         0.03225585 = weight(abstract_txt:data in 4368) [ClassicSimilarity], result of:
           0.03225585 = score(doc=4368,freq=2.0), product of:
             0.10938107 = queryWeight, product of:
               1.8870975 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.017373068 = queryNorm
             0.29489428 = fieldWeight in 4368, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=4368)
         0.057594612 = weight(abstract_txt:social in 4368) [ClassicSimilarity], result of:
           0.057594612 = score(doc=4368,freq=1.0), product of:
             0.2184931 = queryWeight, product of:
               2.9819276 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.017373068 = queryNorm
             0.26359922 = fieldWeight in 4368, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.0625 = fieldNorm(doc=4368)
         0.60995525 = weight(abstract_txt:twitter in 4368) [ClassicSimilarity], result of:
           0.60995525 = score(doc=4368,freq=4.0), product of:
             0.70537853 = queryWeight, product of:
               5.869215 = boost
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.017373068 = queryNorm
             0.86472046 = fieldWeight in 4368, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.0625 = fieldNorm(doc=4368)
       0.32 = coord(8/25)
   

4. Costas, R.; Zahedi, Z.; Wouters, P.: ¬The thematic orientation of publications mentioned on social media : large-scale disciplinary comparison of social media metrics with citations (2015) 0.28

   0.28091973 = sum of:
     0.28091973 = product of:
       0.87787414 = sum of:
         0.015123414 = weight(abstract_txt:different in 2598) [ClassicSimilarity], result of:
           0.015123414 = score(doc=2598,freq=1.0), product of:
             0.06601405 = queryWeight, product of:
               1.0366364 = boost
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.017373068 = queryNorm
             0.22909386 = fieldWeight in 2598, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.0625 = fieldNorm(doc=2598)
         0.024993923 = weight(abstract_txt:science in 2598) [ClassicSimilarity], result of:
           0.024993923 = score(doc=2598,freq=2.0), product of:
             0.07324018 = queryWeight, product of:
               1.0919002 = boost
               3.8609126 = idf(docFreq=2529, maxDocs=44218)
               0.017373068 = queryNorm
             0.3412597 = fieldWeight in 2598, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.8609126 = idf(docFreq=2529, maxDocs=44218)
               0.0625 = fieldNorm(doc=2598)
         0.11455357 = weight(abstract_txt:media in 2598) [ClassicSimilarity], result of:
           0.11455357 = score(doc=2598,freq=8.0), product of:
             0.12730505 = queryWeight, product of:
               1.4395642 = boost
               5.090237 = idf(docFreq=739, maxDocs=44218)
               0.017373068 = queryNorm
             0.8998353 = fieldWeight in 2598, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               5.090237 = idf(docFreq=739, maxDocs=44218)
               0.0625 = fieldNorm(doc=2598)
         0.07673729 = weight(abstract_txt:sciences in 2598) [ClassicSimilarity], result of:
           0.07673729 = score(doc=2598,freq=3.0), product of:
             0.13515551 = queryWeight, product of:
               1.4832867 = boost
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.017373068 = queryNorm
             0.56777036 = fieldWeight in 2598, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.0625 = fieldNorm(doc=2598)
         0.019570243 = weight(abstract_txt:research in 2598) [ClassicSimilarity], result of:
           0.019570243 = score(doc=2598,freq=1.0), product of:
             0.09876672 = queryWeight, product of:
               1.7931993 = boost
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.017373068 = queryNorm
             0.19814612 = fieldWeight in 2598, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.0625 = fieldNorm(doc=2598)
         0.022808332 = weight(abstract_txt:data in 2598) [ClassicSimilarity], result of:
           0.022808332 = score(doc=2598,freq=1.0), product of:
             0.10938107 = queryWeight, product of:
               1.8870975 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.017373068 = queryNorm
             0.20852174 = fieldWeight in 2598, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=2598)
         0.17278384 = weight(abstract_txt:social in 2598) [ClassicSimilarity], result of:
           0.17278384 = score(doc=2598,freq=9.0), product of:
             0.2184931 = queryWeight, product of:
               2.9819276 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.017373068 = queryNorm
             0.79079765 = fieldWeight in 2598, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.0625 = fieldNorm(doc=2598)
         0.4313035 = weight(abstract_txt:twitter in 2598) [ClassicSimilarity], result of:
           0.4313035 = score(doc=2598,freq=2.0), product of:
             0.70537853 = queryWeight, product of:
               5.869215 = boost
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.017373068 = queryNorm
             0.6114497 = fieldWeight in 2598, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.0625 = fieldNorm(doc=2598)
       0.32 = coord(8/25)
   

5. Jordan, K.: Separating and merging professional and personal selves online : the structure and process that shape academics' ego-networks on academic social networking sites and Twitter (2019) 0.27

   0.2674711 = sum of:
     0.2674711 = product of:
       0.95525396 = sum of:
         0.018719878 = weight(abstract_txt:analysis in 5324) [ClassicSimilarity], result of:
           0.018719878 = score(doc=5324,freq=1.0), product of:
             0.06558409 = queryWeight, product of:
               1.033255 = boost
               3.6535451 = idf(docFreq=3112, maxDocs=44218)
               0.017373068 = queryNorm
             0.2854332 = fieldWeight in 5324, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6535451 = idf(docFreq=3112, maxDocs=44218)
               0.078125 = fieldNorm(doc=5324)
         0.018904267 = weight(abstract_txt:different in 5324) [ClassicSimilarity], result of:
           0.018904267 = score(doc=5324,freq=1.0), product of:
             0.06601405 = queryWeight, product of:
               1.0366364 = boost
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.017373068 = queryNorm
             0.28636733 = fieldWeight in 5324, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.6655018 = idf(docFreq=3075, maxDocs=44218)
               0.078125 = fieldNorm(doc=5324)
         0.02737056 = weight(abstract_txt:methods in 5324) [ClassicSimilarity], result of:
           0.02737056 = score(doc=5324,freq=1.0), product of:
             0.08448617 = queryWeight, product of:
               1.1727382 = boost
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.017373068 = queryNorm
             0.32396498 = fieldWeight in 5324, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.078125 = fieldNorm(doc=5324)
         0.043605916 = weight(abstract_txt:what in 5324) [ClassicSimilarity], result of:
           0.043605916 = score(doc=5324,freq=2.0), product of:
             0.091471 = queryWeight, product of:
               1.2202532 = boost
               4.314763 = idf(docFreq=1606, maxDocs=44218)
               0.017373068 = queryNorm
             0.4767185 = fieldWeight in 5324, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.314763 = idf(docFreq=1606, maxDocs=44218)
               0.078125 = fieldNorm(doc=5324)
         0.04237082 = weight(abstract_txt:research in 5324) [ClassicSimilarity], result of:
           0.04237082 = score(doc=5324,freq=3.0), product of:
             0.09876672 = queryWeight, product of:
               1.7931993 = boost
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.017373068 = queryNorm
             0.42899892 = fieldWeight in 5324, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.078125 = fieldNorm(doc=5324)
         0.14398652 = weight(abstract_txt:social in 5324) [ClassicSimilarity], result of:
           0.14398652 = score(doc=5324,freq=4.0), product of:
             0.2184931 = queryWeight, product of:
               2.9819276 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.017373068 = queryNorm
             0.658998 = fieldWeight in 5324, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.078125 = fieldNorm(doc=5324)
         0.66029596 = weight(abstract_txt:twitter in 5324) [ClassicSimilarity], result of:
           0.66029596 = score(doc=5324,freq=3.0), product of:
             0.70537853 = queryWeight, product of:
               5.869215 = boost
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.017373068 = queryNorm
             0.93608737 = fieldWeight in 5324, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.9177637 = idf(docFreq=118, maxDocs=44218)
               0.078125 = fieldNorm(doc=5324)
       0.28 = coord(7/25)