This paper advances science overlay mapping processes. The intent is to provide the research communities using scientometrics with an improved methodology to generate overlay maps (Rafols, Porter, & Leydesdorff, 2010). An overlay map is a global map of science over which a subset of publications is projected, thus allowing the visualization of disciplinary scope for the scientific production of a given organization, individuals, territory, etc. Such maps can help analysts and readers grasp the mix of disciplines engaging a given topic or the portfolio of research interests reflected in the publication (sub)set of an organization (see Wallace and Rafols (2015) for a discussion of research portfolios).

The paper briefly overviews the heritage of the use of Web of Science subject categories (WCs) and of science overlay mapping. It then presents enhanced methodology to generate the maps, followed by examples to illustrate novel application opportunities. The paper updates the visualization process and provides an advanced 2015 basemap.

Our intent here is to present a range of maps to illustrate differences that the new science overlay mapping can convey. We hope that these promote thinking of additional uses of science overlay mapping, potentially augmented by enabling calculation of diversity measures (e.g. Specialization and Integration scores) with the same tool suite.

Figures 2 and 3 compare two multinational companies’ research publications in WoS for 2010-2015. Both show biomedical and physical science strengths. Unlike Unilever, Pfizer also has a pronounced portfolio in “economics” and “statistics and probability” as fields of science. These visualizations facilitate exploration of shared and complementary research interests, potentially of use in considering collaboration (as well as tracking competition) among organizations or nations.

Figures 4, 5, and 6 present three contrasting university profiles. Patterns stand out quite boldly among the engineering-oriented Georgia Tech, the social science emphases of the London School of Economics, and the full spectrum University of Amsterdam research. In contrast to Figure 5, Figure A-4 (Appendix) presents the same data using an 18-cluster map that facilitates finer comparisons.

Usually one would want to focus more tightly—e.g. on a particular research unit or even on an individual researcher’s work (say to ascertain complementarity with another research group or emphases of a funding program). As one step in that direction, contrast the emphases seen in Figure 4 to its subset for one department of Georgia Tech, the School of Public Policy, shown in Figure 7.

Conversely, one can observe even broader research profiles—Figure A-5 does so for a country, South Africa. Not surprisingly, one sees a very broad spectrum of research activity at this level. One could pursue via further analyses—e.g. to identify researchers active in a particular sub-domain as spotted on a map. We envision various uses for such technical intelligence, ranging from identification of others pursuing one’s area of interest to identifying complementary strengths for research center development, or such.

Figures 2 to 7 map the research outputs of a given organization. One can map other WoS search sets as well. For instance, in a study of the outputs and impacts of an NSF research program on Human & Social Dynamics (HSD), science overlay mapping was useful for those assessing the merits of that program to see the diversity of the publications generated by HSD support. However, it was even more interesting to see the spread of papers citing those publications across the disciplines. Those showed that this funding from the Social, Behavioral & Economic Sciences Directorate was actively cited beyond those social sciences by natural sciences and engineering (Garner et al., 2013).

Another appealing opportunity arises in mapping topical searches. Figure 8 illustrates for an emerging energy technology, dye-sensitized solar cells (DSSCs), dominated by materials science and related research. “Big Data” (using a first approach) (Figure 9) shows a strong concentration in Computer Science and related fields, but note the incredible breadth of publication as virtually all fields consider how Big Data and Analytics can enhance their R&D. Such research profiling could support funding agencies’ confirmation of interdisciplinary research programs.

This article bolsters science overlay mapping as a tool for researchers and analysts to help understand the disciplinary profiles of organizations, funding programs, topics, or other types of publication sets. Visualization of the disciplinary profile, operationalized at the sub-discipline level of 227 Web of Science Categories (WCs) can now offer an adjustable, “birds eye” view of the fields involved. By choosing the 18-cluster option (Figure A-3) or the five-cluster option (Figure 1), one can show the analysis at a narrow or broad disciplinary description.

We use a cosine-normalized basemap in this paper’s examples, but note the option of a non-normalized matrix that can default to VOSviewer’s internal normalization scheme for a different presentation (e.g. Figure A-2). We favor the cosine-normalization as 1) yielding more intuitive results, 2) consistent with our prior overlay maps (see Figure A-1), 3) and shown to be consistent with consensus science mapping (e.g. various renditions by Klavans & Boyack (in press), and others (Klavans, & Boyack, 2009), and 4) conducive to use as a diversity measure in calculating diversity indexes (Rao-Stirling). Comparing to Figure A-1 also shows the general continuity between the previous Pajek visualization to the current VOSviewer one. It also shows some differences, both in the visual rendition and in node localizations. We now favor VOSviewer for its ease of use and accessible richness of the visualization options.

As illustrated in the case examples, these science overlay maps can provide a quick and intuitive perspective on the disciplinary profiles of organizations. As explained in Rafols, Porter, and Leydesdorff (2010) (see also Leydesdorff & Bornmann, 2016; Rafols & Leydesdorff, 2009; Rafols & Meyer, 2010; van Eck et al. 2013), the main downside of this visualization tool is the lack of accuracy in the WCs—which nevertheless is the most widely used and easily available classification system. As shown in a previous study (Rafols, Porter, &Leydesdorff, 2010), the lack of accuracy of WCs is less problematic at a relatively high level of aggregation. Most errors in locating specific research are nearby in the mapping. For fine-grained descriptions, article-based clustering is preferred (Waltman & van Eck, 2012). However, that does not match the WC-based mapping for communication of which fields are engaged, to what degree.

We believe these new science overlay maps open opportunities for future research. For one, exploration of the differences between the global science maps over time (e.g. between 2010 and 2015 basemaps), shows promise to elucidate real shifts in global research emphases. For instance, is medical science becoming more closely related to biological sciences and less linked to chemistry? The basemaps appear to evolve slowly as shown by the fact that the underlying 2010 and 2015 citation matrices among WCs are very similar (QAP correlation r = 0.937; p < 0.001) in spite of considerable changes in WoS journal inclusion over that period. This justifies their use for overlays over a certain temporal range.

In stepping through the case analyses, we have pointed to a variety of appealing applications for the science overlay mapping. We believe the enhanced clustering of the WCs, improved visualization, and simplified processing will enable various scientometric applications. We do not repeat those here, but note a synergistic capability offered by the integrated data processing hereby enabled. Namely, analysts can now treat multiple aspects of cross-disciplinary engagement in tandem—science overlay mapping, social network analyses (e.g. by comparing connection strengths among WC nodes over time), and diversity (e.g. through calculation of Specialization, Integration, and/or Diffusion scores).

We thank Thomson-Reuters for making the data available.

All authors on this manuscript made material and significant contributions to its production. L. Leydesdorff (loet@leydesdorff.net) and I. Rafols (i.rafols@ingenio.upv.es) made the most significant contributions to the development of the procedure used in this study (which is made available at L. Leydesdorff’s website). A.L. Porter (alan.porter@isye.gatech.edu) and S. Carley (stephen.carley@searchtech.com, corresponding author) applied these procedures and produced visuals for the same to numerous universities, companies, and technologies. S. Carley developed a script that runs the procedure advanced in this study from software called VantagePoint (see www.thevantagepoint.com). All authors invested significant time drafting and redrafting the text of this work, but A.L. Porter produced the lion’s share of the article’s main text.

Here is the 2010 science basemap showing four “meta-clusters” of disciplinarynodes. We also used a 19 “macro-cluster” version of the same nodes grouped intofiner sets. The “clustering” for 2010 was done using factor analysis in SPSS fromthe citing-to-cited WC matrix.

The steps described below rely on access to the Web of Science and the files available on (and downloadable from) http://www.leydesdorff.net/wc15. The objective is to obtain the set of Web-of-Science Categories (WCs) of the journals of a given set of documents; provide this set to a network visualization software; and output the overlay information to a robust basemap of the science structure (see Rafols, Porter, & Leydesdorff (2010) for a description of the concept). We describe below the procedures for using Pajek and/or VOSviewer. However, Pajek files can also be read by Gephi, UCInet, and most other network analysis and visualization software.

First, the analyst has to conduct one’s own search in the Web of Science of Thomson Reuters14. Users should note that this initial step is crucial and should be done carefully: author names, for example, can be retrieved with different initials; addresses are sometimes inaccurate, and only some types of document, may be of interest (e.g. only so-called citable items: articles, proceedings papers, and reviews). Once the analyst has chosen a set of documents from searches at Web of Science, one can click the tab, Analyze results at the right top of the results page. At a new webpage, the selected document set can then be analyzed along various criteria (top left hand tab). The Web of Science Category choice produces a list with the number of documents in each Category. The resulting list can be downloaded into a file with the default name analyze.txt. See Riopelle’s step by step tutorial15 for a detailed description of the process.

The file “analyze.txt”—make sure that the file has this name!—can be transformed by the program at http://www.leydesdorff.net/wc15/wc15.exe to a WC15.ve for upload as a vector into Pajek, and to the file vos.csv for use in VOSviewer. When using the wc15.exe script, one has to download the file (http://www.leydesdorff.net/wc15/cos_map.dbf) in the same folder.

Rao-Stirling diversity and Zhang, Rousseau, & Glänzel’s (2016) measure of true diversity are provided on screen if the file (http://www.leydesdorff.net/wc15/cosine.dbf) is made available (downloaded) in the same folder as the files analyze.txt (downloaded from WoS), cos_map.dbf, and the routine WC15.exe.

The easiest way to generate a science map is to use the visualization program VOSviewer. Click on the “Open” tab in VOSviewer. The program WC15.exe generates the file vos.csv which can be opened in VOSviewer as a so-called “map-files.” (the extension “csv” stands for “comma-separated variables;” the file can be edited both in Excel and using a text editor.) One is advised to consult the VOSviewer manual (in the left pane of the program after installation) for further options such as different colouring.

For experienced users, the so-called network file, which provides information on the similarity between WoS Categories as the edges of the network, is available from http://www.leydesdorff.net/wc15/cos015n.txt. Loading this file into VOSViewer enables the user to run the program with different parameters (see also Leydesdorff & Rafols (2012)).

One can download and install the freeware program Pajek for network analysis and visualizations. After opening this program, press F1 and read the basemap⁽¹⁶⁾ (after downloading). Then, go to the main menu File>Vector>Read to upload the above prepared file “WC15.vec.” Selecting from the menu Draw>Draw-Partition-Vector (alternatively, pressing Ctrl-Q), the overlay map is generated.

At this stage, the size of nodes will often need adjustment, which can be done by selecting Options>Size of Vertices in the new draw window. Crtl-L and Ctrl-D allow users to visualize and delete, respectively, the labels. The cluster file wc15.cls is also generated and allows for the Options>Mark vertices using>Mark cluster only in the drawing screen of Pajek. Clicking on nodes allows moving WCs to other positions. The image can be exported selecting Export>2D> in the menu of the Draw window.

WC15.exe also generates the file wc15.dbf. This file contains the distribution of WCs and can thus be used as input to the computation of the Rao-Stirling diversity (Δ = Σij pi pj dij) and Zhang, Rousseau, & Glänzel’s (2016) measure of true diversity (2DS = 1⁄(1 - Δ)) if the file⁽¹⁷⁾ is downloaded to the same folder. The file cosine.dbf is needed because the value (1 - cos(ij)) is used as the cognitive distance between WCs i and j.

The materials (citation matrix, cosine matrix, and classification scheme) are available at http://www.leydesdorff.net/matrix15.xlsx.

Several searches use Web of Science’s “organization-enhanced” feature to capture recognized name variations.

Many of the searches were conducted inclusively—e.g. for all years, for all available Web of Knowledge databases. We examined results and then, unless otherwise noted, used VantagePoint to reduce the record set used in making the science overlay maps to SCI + SSCI, usually for 2010-2015.

For Pfizer, for instance, we compared the WC set for SCI+SSCI vs. that for all Web of Knowledge databases available at Georgia Tech. Notably, that includes Arts & Humanities Citation Index (A&HCI), Science and Social Science conference proceedings, and book citation index items as well. For Pfizer this added 2,757 records to the 11,525 located by searching just in SCI+SSCI. However, 2,443 are duplicates of SCI+SSCI records, so the net addition is 314 records. Those records are associated with 612 WC instances (recall that some journals are associated with multiple WCs). So this would alter the resulting maps. We compared for Pfizer and the differences are small.

Unless otherwise noted, the searches were conducted in August or September, 2016.

You searched for: ORGANIZATION-ENHANCED: ((AMSTERDAM UNIV AND University of Amsterdam) OR (AMSTERDAM UNIV LIB AND University of Amsterdam) OR (BIJ UNIV AMSTERDAM AND University of Amsterdam)
OR (BIOCENTRUM UNIV AMSTERDAM AND University of Amsterdam) OR (CHEMIEWINKEL UNIV AMSTERDAM AND University of Amsterdam) OR (CTR UNIV AMSTERDAM AND University of Amsterdam) OR (GEMEENTE UNIV AMSTERDAM AND University of Amsterdam) OR (GEMEENTELIJKE UNIV AMSTERDAM AND University of Amsterdam) OR (INHOLLAND UNIV AMSTERDAM AND University of Amsterdam) OR (NETSPAR UNIV AMSTERDAM AND University of Amsterdam) OR (RES UNIV AMSTERDAM AND University of Amsterdam) OR (RIJKSUNIV AMSTERDAM AND University of Amsterdam) OR (U AMSTERDAM AND University of Amsterdam) OR (UNI AMSTERDAM AND University of Amsterdam) OR (UNIV AMSTERDAM AND University of Amsterdam) OR (UNIV AMSTERDAM 1 AND University of Amsterdam) OR (UNIV AMSTERDAM G1 106 AND University of Amsterdam) OR (UNIV AMSTERDAM IBED AND University of Amsterdam) OR (UNIV AMSTERDAM IBIS UVA AND University of Amsterdam) OR (UNIV AMSTERDAM LIB AND University of Amsterdam) OR (UNIV AMSTERDAM MED INFORMAT AND University of Amsterdam) OR (UNIV AMSTERDAM MED PHYS LAB AND University of Amsterdam) OR (UNIV AMSTERDAM MEDIA STUDIES AND University of Amsterdam) OR (UNIV AMSTERDAM NETSPAR AND University of Amsterdam) OR (UNIV AMSTERDAM NIKHEF AND University of Amsterdam) OR (UNIV AMSTERDAM NUTR DIETET AND University of Amsterdam) OR (UNIV AMSTERDAM POLIT SCI BIOL AND University of Amsterdam) OR (UNIV AMSTERDAM SANQUIN RES AND University of Amsterdam) OR (UNIV AMSTERDAM TAALWETENSCHAP AND University of Amsterdam) OR (UNIV AMSTERDAM UVA AND University of Amsterdam) OR (UNIV AMSTERDAM WILHELMINA GASTHUIS AND University of Amsterdam) OR (UNIV AMSTERDAM ZOOL LAB AND University of Amsterdam) OR (UVA UNIV AMSTERDAM AND University of Amsterdam) OR (UVA AMSTERDAM AND University of Amsterdam) OR (ZOOL UNIV AMSTERDAM AND University of Amsterdam)) AND YEAR PUBLISHED: (2010-2015)

Timespan: All years. Indexes: SCI-EXPANDED, SSCI, A&HCI, CPCI-S, CPCI-SSH, BKCI-S, BKCI-SSH, ESCI, CCR-EXPANDED, IC.

ORGANIZATION-ENHANCED: ((Georgia Institute of Technology OR Georgia Institute of Technology OR (GEORGIA INST TECH AND Georgia Institute of Technology) OR (GEORGIA INST TECH LIB INFORMAT CTR AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL 325716 AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL CIVIL ERVIRONM ENGN AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL ELECT COMP ENGN AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL EMORY AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL EMORY UNIV AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL GEORGIA TECH AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL IND SYST ENGN AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL ITERATED SYST AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL LIB AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL LIB INFORMAT CTR AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL SAVANNAH AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL SPACE SCI TECHNOL AND Georgia Institute of Technology) OR (GEORGIA INST TECHNOL TECH AND Georgia Institute of Technology) OR (GEORGIA TECH AND Georgia Institute of Technology) OR (GEORGIA TECH ATHLET ASSOC AND Georgia Institute of Technology) OR (GEORGIA TECH ATHLET DEPT AND Georgia Institute of Technology) OR (GEORGIA TECH ATHLETIC ASSOC AND Georgia Institute of Technology) OR (GEORGIA TECH COLL COMP AND Georgia Institute of Technology) OR (GEORGIA TECH ECE AND Georgia Institute of Technology) OR (GEORGIA TECH ECON DEV INST AND Georgia Institute of Technology) OR (GEORGIA TECH ECON DEV TECHNOL VENTURES AND Georgia Institute of Technology) OR (GEORGIA TECH EES AND Georgia Institute of Technology) OR (GEORGIA TECH EMORY AND Georgia Institute of Technology) OR (GEORGIA TECH EMORY BIOMED ENGN AND Georgia Institute of Technology) OR (GEORGIA TECH EMORY BIOMED ENGN DEPT AND Georgia Institute of Technology) OR (GEORGIA TECH EMORY CTR ENGN LIVING TISSUED AND Georgia Institute of Technology) OR (GEORGIA TECH EMORY CTR ENGN LIVING TISSUES AND Georgia Institute of Technology) OR (GEORGIA TECH EMORY DEPT BIOMED ENGN AND Georgia Institute of Technology) OR (GEORGIA TECH EMORY UNIV AND Georgia Institute of Technology) OR (GEORGIA TECH FUS RES CTR AND Georgia Institute of Technology) OR (GEORGIA TECH IBB AND Georgia Institute of Technology) OR (GEORGIA TECH INTERACT MEDIA TECHNOL CTR AND Georgia Institute of Technology) OR (GEORGIA TECH LIB AND Georgia Institute of Technology) OR (GEORGIA TECH LIB INFORMAT CTR AND Georgia Institute of Technology) OR (GEORGIA TECH REG ENGN PROGRAM AND Georgia Institute of Technology) OR (GEORGIA TECH RES CORP AND Georgia Institute of Technology) OR (GEORGIA TECH RES INST AND Georgia Institute of Technology) OR (GEORGIA TECH SAVANNAH AND Georgia Institute of Technology) OR (GEORGIA TECHNOL RES INST AND Georgia Institute of Technology)) AND YEAR PUBLISHED: (2010-2015)

Timespan: All years. Indexes: SCI-EXPANDED, SSCI, A&HCI, CPCI-S, CPCI-SSH, BKCI-S, BKCI-SSH, CCR-EXPANDED, IC.

You searched for: ORGANIZATION-ENHANCED: ((LON SCH ECON AND London School Economics & Political Science) OR (LOND SCH ECON AND London School Economics & Political Science) OR (LONDON ECON SCH AND London School Economics & Political Science) OR (LONDON SCH ECON AND London School Economics & Political Science) OR (LONDON SCH ECON A450 AND London School Economics & Political Science) OR (LONDON SCH ECON CONSULTANT AND London School Economics & Political Science) OR (LONDON SCH ECON CTR AND London School Economics & Political Science) OR (LONDON SCH ECON LSE AND London School Economics & Political Science) OR (LONDON SCH ECON MEDIA COMMUN AND London School Economics & Political Science) OR (LONDON SCH ECON PINPOINT ANAL LTD AND London School Economics & Political Science) OR (LONDON SCH ECON POLIT AND London School Economics & Political Science) OR (LONDON SCH ECON POLIT SCI AND London School Economics & Political Science) OR (LONDON SCH ECON POLIT SCI LSE AND London School Economics & Political Science) OR (LONDON SCH ECON POLIT SCI RES AND London School Economics & Political Science) OR (LONDON SCH ECON POLITICAL SCI AND London School Economics & Political Science) OR (LONDON SCH ECON SOCIAL POLIT SCI AND London School Economics & Political Science) OR (LONDON SCH ECON SOCIAL SCI AND London School Economics & Political Science) OR (LONDON SCH ECON SOCIOL AND London School Economics & Political Science) OR (LONDON SCH ECON UNITED KINGDOM AND London School Economics & Political Science) OR (LONDON SCH ECONOM AND London School Economics & Political Science) OR (LONDON SCH ECONOM POLIT SCI AND London School Economics & Political Science) OR (LONDON SCH ECONOMICS AND London School Economics & Political Science) OR (LONDON SCH POLIT ECON AND London School Economics & Political Science) OR (LONDONS SCH ECON AND London School Economics & Political Science) OR (LONS SCH ECON AND London School Economics & Political Science) OR (LONSON SCH ECON AND London School Economics & Political Science) OR (LSE AND London School Economics & Political Science) OR (LSE CTR STUDY HUMAN RIGHTS AND London School Economics & Political Science) OR (LSE DEPT INT RELAT AND London School Economics & Political Science) OR (LSE FINANCIAL MKT GRP AND London School Economics & Political Science) OR (LSE GENDER INST AND London School Economics & Political Science) OR (LSE GLOBAL GOVERNANCE AND London School Economics & Political Science) OR (LSE HLTH AND London School Economics & Political Science) OR (LSE HLTH SOCIAL CARE AND London School Economics & Political Science) OR (LSE PERSONAL SOCIAL SERV RES UNIT AND London School Economics & Political Science) OR (LSE SOCIAL POLICY AND London School Economics & Political Science) OR (LSE STICERD AND London School Economics & Political Science)) AND YEAR PUBLISHED: (2010-2015)

Timespan: All years. Indexes: SCI-EXPANDED, SSCI, A&HCI, CPCI-S, CPCI-SSH, BKCI-S, BKCI-SSH, ESCI, CCR-EXPANDED, IC.

You searched for: ORGANIZATION-ENHANCED: (((PHARMACOKINET PHARMACODYNAM DRUG METAB PFIZER I AND Pfizer) OR (PRICING REIMBURSEMENT AUTHOR DEPT PFIZER AND Pfizer) OR (ABT MIKROBIOL H MACK ZOONOSIS PFIZER AND Pfizer) OR (BIOTHERAPEUT PHARMACEUT SCI PFIZER INC AND Pfizer) OR (INFLAMMAT IMMUNOL MED CHEM PFIZER AND Pfizer) OR (ACROSTUDY MED OUTCOMES PFIZER ENDOCRINE CARE AND Pfizer) OR (H MACK NACHF GMBH CO PFIZER AND Pfizer) OR (PARKE DAVIS R D DEPT PFIZER GRP AND Pfizer) OR (PHARMACIA ITALIA SPA PFIZER GRP AND Pfizer) OR (DRUG SAFETY EVALUAT PFIZER AND Pfizer) OR (AGOURON PHARMACEUT PFIZER AND Pfizer) OR (KIMS MED OUTCOMES PFIZER ENDOCRINE CARE AND Pfizer) OR (BIOPHARMACEUT QA PFIZER AND Pfizer) OR (GLOBAL EPIDEMIOL PFIZER AND Pfizer) OR (GLOBAL EPIDEMIOL PFIZER INC AND Pfizer) OR (TRUSTEES BOWLING PFIZER SETTLEMENT FUNDS AND Pfizer) OR (GESCHAFTSFUHRER PFIZER PHARMA GMBH AND Pfizer) OR (VET MED RES DEV PFIZER INC AND Pfizer) OR (DISCOVERY BIOL PFIZER LTD AND Pfizer) OR (GLOBAL RES DEV PFIZER AND Pfizer) OR (KLIN FORSCH FA PFIZER AND Pfizer) OR (PHARMACEUT R D PFIZER GLOBAL R D AND Pfizer) OR (CAPSUGEL DDIV PFIZER AND Pfizer) OR (DISCOVERY RES PFIZER AND Pfizer) OR (RES PHARMACOL PFIZER INC AND Pfizer) OR (ST LOUIS LABS PFIZER INC AND Pfizer) OR (US MED DETROL PFIZER INC AND Pfizer) OR (US PHARMACEUT PFIZER INC AND Pfizer) OR (ANAND SISTLA PFIZER INC AND Pfizer) OR (DEVOPS INDIA PFIZER GLOBAL R D AND Pfizer) OR (OUTCOMES RES PFIZER CANADA AND Pfizer) OR (PARKE DAVIS PFIZER AND Pfizer) OR (GLOBAL R D PFIZER AND Pfizer) OR (UNIDAD MED PFIZER AND Pfizer) OR (UNIDAD MED PFIZER ESPANA AND Pfizer) OR (UNIDAD MED PFIZER IDI AND Pfizer) OR (INFLAMMAT PFIZER GLOBAL RES DEV AND Pfizer) OR (PHARMA AB PFIZER CORP AND Pfizer) OR (PHARMACIA PFIZER AND Pfizer) OR (CHEM R D PFIZER INC AND Pfizer) OR (CLIN DEV PFIZER INC AND Pfizer) OR (CNS CLIN PFIZER GLOBAL RES DEV AND Pfizer) OR (CTR RECH PFIZER AND Pfizer) OR (DEPT I D PFIZER AND Pfizer) OR (MED DEPT PFIZER AND Pfizer) OR (MED DEPT PFIZER BELGIUM AND Pfizer) OR (MED DEPT PFIZER SPAIN AND Pfizer) OR (MED UNIT PFIZER SPAIN AND Pfizer) OR (AGOURON PFIZER AND Pfizer) OR (AGOURON PFIZER GLOBAL GRD AND Pfizer) OR (AGOURON PFIZER GLOBAL RES DEV AND Pfizer) OR (AGOURON PFIZER GLOVAL R D AND Pfizer) OR (EMPRESA PFIZER ESPANA AND Pfizer) OR (MED DIV PFIZER CANADA AND Pfizer) OR (PAIN RU PFIZER GLOBAL RES DEV AND Pfizer) OR (FORMER PFIZER WORLDWIDE DEV AND Pfizer) OR (GROTON PFIZER GLOBAL RES DEV AND Pfizer) OR (A DIV PFIZER GLOBAL RES DEV AND Pfizer) OR (AVIAX PFIZER ANIM HLTH AND Pfizer) OR (RINAT PFIZER INC AND Pfizer) OR (WWMOR PFIZER AND Pfizer) OR (LABS PFIZER AND Pfizer) OR (LABS PFIZER ESPANA AND Pfizer) OR (LABS PFIZER LTDA AND Pfizer) OR (LABS PFIZER SA AND Pfizer) OR (PGRD PFIZER INC AND Pfizer) OR (VMRD PFIZER AUSTRALIA AND Pfizer) OR (CNS PFIZER INC AND Pfizer) OR (DIV PFIZER AND Pfizer) OR (DIV PFIZER GLOBAL RES DEV AND Pfizer) OR (DIV PFIZER INC AND Pfizer) OR (GRP PFIZER AND Pfizer) OR (GRP PFIZER INC AND Pfizer) OR (LAB PFIZER AND Pfizer) OR (LAB PFIZER LTDA AND Pfizer) OR (LAB PFIZER SAUDE ANIM AND Pfizer) OR (PDM PFIZER AND Pfizer) OR (R D PFIZER LTD AND Pfizer) OR (FA PFIZER TIERGESUNDHEIT AND Pfizer) OR (MA PFIZER CENT RES AND Pfizer) OR (MS PFIZER LTD AND Pfizer) OR (UK PFIZER HLTH SOLUT AND Pfizer) OR (A PFIZER CO AND Pfizer) OR (PFIZER AND Pfizer) OR (PFIZER AB AND Pfizer) OR (PFIZER AG AND Pfizer) OR (PFIZER AG SUISSE AND Pfizer) OR (PFIZER ALACLARI AS AND Pfizer) OR (PFIZER AMBOISE AND Pfizer) OR (PFIZER ANAL RES DEV AND Pfizer) OR (PFIZER ANALYT R D AND Pfizer) OR (PFIZER ANALYT RES CTR UGENT AND Pfizer) OR (PFIZER ANALYT RES DEV AND Pfizer) OR (PFIZER ANIM GENET AND Pfizer) OR (PFIZER ANIM HLTH AND Pfizer) OR (PFIZER ANIM HLTH AUSTRALIA AND Pfizer) OR (PFIZER ANIM HLTH BV AND Pfizer) OR (PFIZER ANIM HLTH EUROPE AND Pfizer) OR (PFIZER ANIM HLTH GRP AND Pfizer) OR (PFIZER ANIM HLTH INC AND Pfizer) OR (PFIZER ANIM HLTH KOREA AND Pfizer) OR (PFIZER ANIM HLTH LTD AND Pfizer) OR (PFIZER ANIM HLTH METAB SAFETY AND Pfizer) OR (PFIZER ANIM HLTH VET MED AND Pfizer) OR (PFIZER ANIM HLTH VET MED RES DEV AND Pfizer) OR (PFIZER ANIM HLTH VET MED RES DEV BIOL AND Pfizer) OR (PFIZER ANIM HLTH VET MED RES DEV METAB SAFETY AND Pfizer) OR (PFIZER ANIM HLTH VMRD AND Pfizer) OR (PFIZER ANN ARBOR LABS AND Pfizer) OR (PFIZER APS AND Pfizer) OR (PFIZER ARGENTINA AND Pfizer) OR (PFIZER ARGENTINA SRL AND Pfizer) OR (PFIZER AS AND Pfizer) OR (PFIZER AUSTRALIA AND Pfizer) OR (PFIZER AUSTRALIA PTY LTD AND Pfizer) OR (PFIZER BAYERN AND Pfizer) OR (PFIZER BELGIUM AND Pfizer) OR (PFIZER BIOL AND Pfizer) OR (PFIZER BIOPHARMACEUT AND Pfizer) OR (PFIZER BIOPROC RES DEV AND Pfizer) OR (PFIZER BIOSTAT AND Pfizer) OR (PFIZER BIOTHERAPEUT AND Pfizer) OR (PFIZER BIOTHERAPEUT BIOINNOVAT TECHNOL CTR AND Pfizer) OR (PFIZER BIOTHERAPEUT PHARMACEUT SCI AND Pfizer) OR (PFIZER BIOTHERAPEUT PHARMACEUT SCI R D AND Pfizer) OR (PFIZER BIOTHERAPEUT R D AND Pfizer) OR (PFIZER BIOTHERAPEUT R D PHARMACEUT 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TECHNOL AND Pfizer) OR (PFIZER RES TECHNOL CTR AND Pfizer) OR (PFIZER RES TECHNOL RES CTR AND Pfizer) OR (PFIZER RES TECHNOPL CTR AND Pfizer) OR (PFIZER RINAT LABS AND Pfizer) OR (PFIZER RTC AND Pfizer) OR (PFIZER RTC CAMBRIDGE AND Pfizer) OR (PFIZER S A AND Pfizer) OR (PFIZER SA AND Pfizer) OR (PFIZER SA ALCOBENDAS AND Pfizer) OR (PFIZER SA MADRID AND Pfizer) OR (PFIZER SA VALENCIA AND Pfizer) OR (PFIZER SAFETY SCI RES DEV AND Pfizer) OR (PFIZER SALUD ANIM AND Pfizer) OR (PFIZER SANDWICH AND Pfizer) OR (PFIZER SANDWICH LABS AND Pfizer) OR (PFIZER SANTE ANIM AND Pfizer) OR (PFIZER SAUDI ARABIA AND Pfizer) OR (PFIZER SCHWEIZ AG AND Pfizer) OR (PFIZER SOLLENTUNA AND Pfizer) OR (PFIZER SPA AND Pfizer) OR (PFIZER SPAIN AND Pfizer) OR (PFIZER SPAIN ALCOBENDAS AND Pfizer) OR (PFIZER SPAIN MED DEPT AND Pfizer) OR (PFIZER SPAIN SA AND Pfizer) OR (PFIZER SPECIALTIES LTD AND Pfizer) OR (PFIZER SPECIALTY CARE AND Pfizer) OR (PFIZER SPECIALTY CARE BUSINESS UNIT AND Pfizer) OR (PFIZER SPOL SRO AND Pfizer) OR (PFIZER SRL AND Pfizer) OR (PFIZER ST LOUIS AND Pfizer) OR (PFIZER ST LOUIS LABS AND Pfizer) OR (PFIZER ST LOUIS RES LABS AND Pfizer) OR (PFIZER STRUCT COMPUTAT BIOL AND Pfizer) OR (PFIZER SWEDEB AND Pfizer) OR (PFIZER SWEDEN AND Pfizer) OR (PFIZER TAIWAN PFIZER GLOBAL PHARMACEUT AND Pfizer) OR (PFIZER TIEGESUNDHEIT KARLSRUHE AND Pfizer) OR (PFIZER TIERGESUNDHEIT AND Pfizer) OR (PFIZER TIERGESUNDHEIT GMBH BERLIN AND Pfizer) OR (PFIZER TIERGESUNDHEIT KARLSRUHE AND Pfizer) OR (PFIZER TRANSLAT IMMUNOL AND Pfizer) OR (PFIZER UK AND Pfizer) OR (PFIZER UK GRP LTD AND Pfizer) OR (PFIZER UK LTD AND Pfizer) OR (PFIZER UNIV GRANADA AND Pfizer) OR (PFIZER UNIV GRANADA ANDALUCIAN GOVERMENT CTR GENO AND Pfizer) OR (PFIZER UNIV GRANADA JUNTA ANDALUCIA AND Pfizer) OR (PFIZER UNIV GRANADA JUNTA DE ANDALUCIA AND Pfizer) OR (PFIZER US OUTCOMES RES AND Pfizer) OR (PFIZER US OUTCOMES RES GRP AND Pfizer) OR (PFIZER US PHARMACEUT AND Pfizer) OR (PFIZER VACCINE CLIN RES AND Pfizer) OR (PFIZER VACCINE OTTAWA AND Pfizer) OR (PFIZER VACCINE RES AND Pfizer) OR (PFIZER VACCINES RES AND Pfizer) OR (PFIZER VENEZUELA AND Pfizer) OR (PFIZER VET MED AND Pfizer) OR (PFIZER VET MED CLIN DEV BIOL AND Pfizer) OR (PFIZER VET MED RES DEV AND Pfizer) OR (PFIZER WARNER LAMBERT AND Pfizer) OR (PFIZER WORLD WIDE MED AND Pfizer) OR (PFIZER WORLD WIDE OUTCOMES RES AND Pfizer) OR (PFIZER WORLD WIDE RES DEV AND Pfizer) OR (PFIZER WORLDWIDE AND Pfizer) OR (PFIZER WORLDWIDE CLIN DEV AND Pfizer) OR (PFIZER WORLDWIDE DEV AND Pfizer) OR (PFIZER WORLDWIDE DEV OPERAT AND Pfizer) OR (PFIZER WORLDWIDE DEV SAFETY RISK MANAGEMENT AND Pfizer) OR (PFIZER WORLDWIDE MED CHEM AND Pfizer) OR (PFIZER WORLDWIDE MED OUTCOMES RES AND Pfizer) OR (PFIZER WORLDWIDE PHARMACEUT OPERAT AND Pfizer) OR (PFIZER WORLDWIDE PHARMACEUT OPERAT WALTON OAKS AND Pfizer) OR (PFIZER WORLDWIDE R D AND Pfizer) OR (PFIZER WORLDWIDE RES AND Pfizer) OR (PFIZER WORLDWIDE RES DEV AND Pfizer) OR (PFIZER WORLDWIDE RES DEV SANDWICH LABS AND Pfizer) OR (PFIZER WORLDWIDE SAFETY SCI AND Pfizer) OR (PFIZER WORLDWIDE TECHNOL AND Pfizer) OR (PFIZER WPO BELGIQUE AND Pfizer) OR (PFIZER WPO BELGIUM AND Pfizer) OR (PFIZER WW SAFETY SCI AND Pfizer) OR (PFIZERGLOBAL R D AND Pfizer) OR (PFIZERGLOBAL RES DEV AND Pfizer) OR (PFIZERONCOL AND Pfizer) OR (PFIZERS EUROPEAN R D AND Pfizer))) AND YEAR PUBLISHED: (2010-2015)

Timespan: All years. Indexes: SCI-EXPANDED, SSCI.

You searched for: ORGANIZATION-ENHANCED: (((ASLAN BEY MEVKII VAKIFLAR KOYU ALGIDA UNILEVER SA AND Unilever) OR (ASTERIADOU UNILEVER R D AND Unilever) OR (COLWORTH DISCOVER UNILEVER R D AND Unilever) OR (DEUT UNILEVER GMBH AND Unilever) OR (DEUTSCH UNILEVER GMBH AND Unilever) OR (DEUTSCHE UNILEVER GMBH AND Unilever) OR (DEUTSCHEN UNILEVER GMBH AND Unilever) OR (EAC UNILEVER RES LAB AND Unilever) OR (FACILITAT UNIT UNILEVER RES VLAARDINGEN AND Unilever) OR (FAT TECHNOL UNILEVER R D VLAARDINGEN AND Unilever) OR (FOOD RES CTR UNILEVER AND Unilever) OR (FOODS RES CTR UNILEVER R D AND Unilever) OR (GREEN MR UNILEVER R D AND Unilever) OR (HINAUSTAN UNILEVER RES CTR AND Unilever) OR (HINDUSTAN UNILEVER LTD AND Unilever) OR (HINDUSTAN UNILEVER RES CTR AND Unilever) OR (LAB RECH UNILEVER AND Unilever) OR (LAUNDRY DISCOVERY UNILEVER RES DEV AND Unilever) OR (LEVER ASOCIADOS SACIF UNILEVER AND Unilever) OR (LEVER BROS UNILEVER LTD AND Unilever) OR (MARGARINE UNION GMBH UNILEVER AND Unilever) OR (PORT SUNLIGHT LAB UNILEVER RES AND Unilever) OR (PORT SUNLIGHT UNILEVER RES LAB AND Unilever) OR (PROC SUPPLY CHAIN DESIGN UNILEVER FOOD HLTH R AND Unilever) OR (RES DEV UNILEVER AND Unilever) OR (SAFETY ENVIRONM ASSURANCE CTR UNILEVER AND Unilever) OR (SEAC UNILEVER AND Unilever) OR (SEAC UNILEVER COLWORTH LAB AND Unilever) OR (SEAC UNILEVER SHARNBROOK AND Unilever) OR (TUSCC UNILEVER RES AND Unilever) OR (UNILEVER AND Unilever) OR (UNILEVER AEROSOLS CTR EXPERTISE AND Unilever) OR (UNILEVER AG AND Unilever) OR (UNILEVER ARCH AND Unilever) OR (UNILEVER ASIA PVT LTD AND Unilever) OR (UNILEVER AUSTRALASIA AND Unilever) OR (UNILEVER AUSTRALIA AND Unilever) OR (UNILEVER AUSTRALIA LTD AND Unilever) OR (UNILEVER AUSTRALIA PROPRIETARY LTD AND Unilever) OR (UNILEVER AUSTRALIA PTY LTD AND Unilever) OR (UNILEVER BEDFORD AND Unilever) OR (UNILEVER BENELUX AND Unilever) OR (UNILEVER BENELUX BV AND Unilever) OR (UNILEVER BEST FOOD NA AND Unilever) OR (UNILEVER BEST FOODS AND Unilever) OR (UNILEVER BESTFOOD EUROPE AND Unilever) OR (UNILEVER BESTFOOD GERMANY AND Unilever) OR (UNILEVER BESTFOODS AND Unilever) OR (UNILEVER BESTFOODS AUSTRIA AND Unilever) OR (UNILEVER BESTFOODS BRAZIL AND Unilever) OR (UNILEVER BESTFOODS DEUTSCH AND Unilever) OR (UNILEVER BESTFOODS DEUTSCHLAND AND Unilever) OR (UNILEVER BESTFOODS EUROPE AND Unilever) OR (UNILEVER BESTFOODS FRANCE AND Unilever) OR (UNILEVER BESTFOODS FRANCE AMORA MAILLE AND Unilever) OR (UNILEVER BESTFOODS FRANCE AMORA MAILLE DIJON AND Unilever) OR (UNILEVER BESTFOODS GERMANY AND Unilever) OR (UNILEVER BESTFOODS N AMER AND Unilever) OR (UNILEVER BESTFOODS NA AND Unilever) OR (UNILEVER BESTFOODS NETHERLANDS AND Unilever) OR (UNILEVER BESTFOODS NL AND Unilever) OR (UNILEVER BESTFOODS R D AND Unilever) OR (UNILEVER BESTFOODS R D COLWORTH LAB AND Unilever) OR (UNILEVER BESTFOODS RES DEV AND Unilever) OR (UNILEVER BESTFOODS UK AND Unilever) OR (UNILEVER BRASIL LTDA AND Unilever) OR (UNILEVER CATEGORY TECHNOL CTR AND Unilever) OR (UNILEVER CENT RES AND Unilever) OR (UNILEVER CENT RES LABS AND Unilever) OR (UNILEVER CENT RESOURCES AND Unilever) OR (UNILEVER CENT RESOURCES LTD AND Unilever) OR (UNILEVER CLIN AND Unilever) OR (UNILEVER CO AND Unilever) OR (UNILEVER COE ICE FOODS AND Unilever) OR (UNILEVER COLWORTH AND Unilever) OR (UNILEVER COLWORTH HOUSE AND Unilever) OR (UNILEVER COLWORTH LAB AND Unilever) OR (UNILEVER COLWORTH PK AND Unilever) OR (UNILEVER COLWORTH R D AND Unilever) OR (UNILEVER COLWORTH RES LAB AND Unilever) OR (UNILEVER COLWORTH RES LABS AND Unilever) OR (UNILEVER COLWORTH SCI PK AND Unilever) OR (UNILEVER COLWORTH SCI PK SAFETY ENVIRONM ASSURA AND Unilever) OR (UNILEVER COLWORTH UK AND Unilever) OR (UNILEVER COMP SERV LTD AND Unilever) OR (UNILEVER CONSUMER MKT INSIGHTS AND Unilever) OR (UNILEVER CORP AND Unilever) OR (UNILEVER CORP RES AND Unilever) OR (UNILEVER CORP RES BIOSCI AND Unilever) OR (UNILEVER CORP RES COLWORTH AND Unilever) OR (UNILEVER CORP RES CORP RES AND Unilever) OR (UNILEVER CORP RES CTR AND Unilever) OR (UNILEVER CORP RSCH AND Unilever) OR (UNILEVER CORPORATE RES AND Unilever) OR (UNILEVER CTR RES AND Unilever) OR (UNILEVER DENT RES AND Unilever) OR (UNILEVER DEUTSCHLAND AND Unilever) OR (UNILEVER DEUTSCHLAND GMBH AND Unilever) OR (UNILEVER DISCOVER AND Unilever) OR (UNILEVER DISCOVER COLWORTH AND Unilever) OR (UNILEVER DISCOVER PORT SUNLIGHT AND Unilever) OR (UNILEVER DISCOVER R D AND Unilever) OR (UNILEVER DISCOVER RES DEV AND Unilever) OR (UNILEVER DISCOVER SHANGHAI AND Unilever) OR (UNILEVER DISCOVER VLAARDINGEN AND Unilever) OR (UNILEVER DISCOVERY AND Unilever) OR (UNILEVER EMERY NV AND Unilever) OR (UNILEVER ENGN AND Unilever) OR (UNILEVER ENGN ENVIRONM RES LAB AND Unilever) OR (UNILEVER ENGN LONDON AND Unilever) OR (UNILEVER ENGN SERV AND Unilever) OR (UNILEVER ENV SAFETY LAB AND Unilever) OR (UNILEVER ENVIRONM SAFETY LAB AND Unilever) OR (UNILEVER ENVIRONM SCI LAB AND Unilever) OR (UNILEVER ESL AND Unilever) OR (UNILEVER EUROPE AND Unilever) OR (UNILEVER FOOD HLTH INST AND Unilever) OR (UNILEVER FOOD HLTH RES AND Unilever) OR (UNILEVER FOOD HLTH RES INST AND Unilever) OR (UNILEVER FOOD HLTH RES INST UFHRI AND Unilever) OR (UNILEVER FOOD HLTH RES INST VLAARDINGEN AND Unilever) OR (UNILEVER FOOD RES CTR AND Unilever) OR (UNILEVER FOOD RES INST AND Unilever) OR (UNILEVER FOODS AND Unilever) OR (UNILEVER FOODS AMER R D AND Unilever) OR (UNILEVER FOODS ESPANA SA AND Unilever) OR (UNILEVER FOODS HLTH RES INST AND Unilever) OR (UNILEVER FOODS NA AND Unilever) OR (UNILEVER FOODS R D AND Unilever) OR (UNILEVER FOODS RES AND Unilever) OR (UNILEVER FOODS RES CTR AND Unilever) OR (UNILEVER FORSCH AND Unilever) OR (UNILEVER FORSCH GESELL AND Unilever) OR (UNILEVER FORSCH GESELL GMBH AND Unilever) OR (UNILEVER FORSCH GESELL MBH AND Unilever) OR (UNILEVER FORSCH GESELL MBN AND Unilever) OR (UNILEVER FORSCH GESELLSCH AND Unilever) OR (UNILEVER FORSCH GESELLSCH MBH AND Unilever) OR (UNILEVER FORSCH GESELLSCHAFT MBH AND Unilever) OR (UNILEVER FORSCH GESSEL MBH AND Unilever) OR (UNILEVER FORSCH GMBH AND Unilever) OR (UNILEVER FORSCH LAB AND Unilever) OR (UNILEVER FORSCH SGESELL MBH AND Unilever) OR (UNILEVER FORSCHUNGSGESELL GMBH AND Unilever) OR (UNILEVER FORSCHUNGSGESELL MBH AND Unilever) OR (UNILEVER FORSH GESELL GMBH AND Unilever) OR (UNILEVER FORSH GESELL MBH AND Unilever) OR (UNILEVER FRANCE AND Unilever) OR (UNILEVER FS GLOBAL HR AND Unilever) OR (UNILEVER GLOBAL RES CTR AND Unilever) OR (UNILEVER GLOBAL SKIN INNOVAT CTR AND Unilever) OR (UNILEVER GLOBAL SKIN TECHNOL CTR AND Unilever) OR (UNILEVER GLOBAL SOCIAL MISSION AND Unilever) OR (UNILEVER GREECE AND Unilever) OR (UNILEVER HLTH FOOD RES INST AND Unilever) OR (UNILEVER HLTH INST AND Unilever) OR (UNILEVER HLTH INST VLAARDINGEN AND Unilever) OR (UNILEVER HLTH RES CTR AND Unilever) OR (UNILEVER HOME PERSONAL CARE AND Unilever) OR (UNILEVER HOME PERSONAL CARE N AMER AND Unilever) OR (UNILEVER HOME PERSONAL CARE NA AND Unilever) OR (UNILEVER HOME PERSONAL CARE R D PORT SUNLIGHT AND Unilever) OR (UNILEVER HOME PERSONAL CARE R PORT SUNLIGHT AND Unilever) OR (UNILEVER HOME PERSONAL CARE USA AND Unilever) OR (UNILEVER HOUSE AND Unilever) OR (UNILEVER HPC AND Unilever) OR (UNILEVER HPC NA AND Unilever) OR (UNILEVER HPC R D AND Unilever) OR (UNILEVER HPC R D PORT SUNLIGHT AND Unilever) OR (UNILEVER HPC RES US AND Unilever) OR (UNILEVER HPC SPAIN AND Unilever) OR (UNILEVER HPC USA AND Unilever) OR (UNILEVER INST AND Unilever) OR (UNILEVER INT MANAGEMENT CONSULTANTS LTD AND Unilever) OR (UNILEVER ISRAEL AND Unilever) OR (UNILEVER ITALIA AND Unilever) OR (UNILEVER ITALY HOLDINGS SRL AND Unilever) OR (UNILEVER JAPAN KK AND Unilever) OR (UNILEVER KENYA AND Unilever) OR (UNILEVER KK AND Unilever) OR (UNILEVER KNORR FACTORY AND Unilever) OR (UNILEVER KOREA AND Unilever) OR (UNILEVER LAB AND Unilever) OR (UNILEVER LAB COLWORTH AND Unilever) OR (UNILEVER LAB RECH AND Unilever) OR (UNILEVER LIFE SCI AND Unilever) OR (UNILEVER LTD AND Unilever) OR (UNILEVER LTD UNILEVER RES AND Unilever) OR (UNILEVER MEASUREMENT SCI AND Unilever) OR (UNILEVER MED SERV AND Unilever) OR (UNILEVER MERSEYSIDE LTD AND Unilever) OR (UNILEVER N AMER AND Unilever) OR (UNILEVER N V VITALITY PROGRAMME FOODS AND Unilever) OR (UNILEVER NEDERLAND NV AND Unilever) OR (UNILEVER NUTR CTR AND Unilever) OR (UNILEVER NV AND Unilever) OR (UNILEVER NV PLC AND Unilever) OR (UNILEVER NV ROTTERDAM AND Unilever) OR (UNILEVER OCCUPAT HLTH AND Unilever) OR (UNILEVER ORAL CARE AND Unilever) OR (UNILEVER ORAL CARE RES AND Unilever) OR (UNILEVER ORAL CARE UK AND Unilever) OR (UNILEVER PERFUME COMPETENCE CTR AND Unilever) OR (UNILEVER PLANTAT AND Unilever) OR (UNILEVER PLC AND Unilever) OR (UNILEVER PORT SUNLIGHT AND Unilever) OR (UNILEVER PORT SUNLIGHT LAB AND Unilever) OR (UNILEVER PORT SUNLIGHT LABS AND Unilever) OR (UNILEVER PORT SUNLIGHT RES AND Unilever) OR (UNILEVER PORT SUNLIGHT RES LAB AND Unilever) OR (UNILEVER R COLWORTH AND Unilever) OR (UNILEVER R D AND Unilever) OR (UNILEVER R D BANGALORE AND Unilever) OR (UNILEVER R D BEBINGTON AND Unilever) OR (UNILEVER R D CHINA AND Unilever) OR (UNILEVER R D COLOWORTH AND Unilever) OR (UNILEVER R D COLWORTH AND Unilever) OR (UNILEVER R D COLWORTH HOUSE AND Unilever) OR (UNILEVER R D COLWORTH LAB AND Unilever) OR (UNILEVER R D COLWORTH PK AND Unilever) OR (UNILEVER R D COLWORTH SAFETY ENVIRONM ASSURANCE AND Unilever) OR (UNILEVER R D COLWORTH SCI PK AND Unilever) OR (UNILEVER R D COLWORTH SCI PK SHARNBROOK AND Unilever) OR (UNILEVER R D CTR AND Unilever) OR (UNILEVER R D DISCOVER AND Unilever) OR (UNILEVER R D DISCOVER VLAARDINGEN AND Unilever) OR (UNILEVER R D FOODS AND Unilever) OR (UNILEVER R D HEILBRONN AND Unilever) OR (UNILEVER R D HPC AND Unilever) OR (UNILEVER R D INDIA AND Unilever) OR (UNILEVER R D LAB AND Unilever) OR (UNILEVER R D LAB PORT SUNLIGHT AND Unilever) OR (UNILEVER R D PORT SUNLIGHT AND Unilever) OR (UNILEVER R D PORT SUNLIGHT BIRMINGHAM AND Unilever) OR (UNILEVER R D PORT SUNLIGHT LAB AND Unilever) OR (UNILEVER R D SHANGHAI AND Unilever) OR (UNILEVER R D STRUCT MAT PROC SCI AND Unilever) OR (UNILEVER R D SUNLIGHT AND Unilever) OR (UNILEVER R D TRUMBULL AND Unilever) OR (UNILEVER R D US AND Unilever) OR (UNILEVER R D US EDGEWATER LAB AND Unilever) OR (UNILEVER R D VLAARDINGEN AND Unilever) OR (UNILEVER R D VLAARDINGEN ADV MEASUREMENT IMAGIN AND Unilever) OR (UNILEVER R D VLAARDINGEN BV AND Unilever) OR (UNILEVER R D VLAARDINGEN COE STRUCTURED EMULS AND Unilever) OR (UNILEVER R D VLAARDINGENI AND Unilever) OR (UNILEVER RANDD PORT SUNLIGHT AND Unilever) OR (UNILEVER RD COLWORTH AND Unilever) OR (UNILEVER RE AND Unilever) OR (UNILEVER RECH DEV AND Unilever) OR (UNILEVER RES AND Unilever) OR (UNILEVER RES BANGALORE LAB AND Unilever) OR (UNILEVER RES CHINA AND Unilever) OR (UNILEVER RES CO AND Unilever) OR (UNILEVER RES COLWORTH AND Unilever) OR (UNILEVER RES COLWORTH HOUSE AND Unilever) OR (UNILEVER RES COLWORTH LAB AND Unilever) OR (UNILEVER RES COLWORTH LJA AND Unilever) OR (UNILEVER RES COLWORTH WELWYN AND Unilever) OR (UNILEVER RES COLWORTH WELWYN LAB AND Unilever) OR (UNILEVER RES CORP AND Unilever) OR (UNILEVER RES CTR AND Unilever) OR (UNILEVER RES DEPT AND Unilever) OR (UNILEVER RES DEV AND Unilever) OR (UNILEVER RES DEV ADV MEASUREMENT DATA MODELIN AND Unilever) OR (UNILEVER RES DEV ADV MEASUREMENT IMAGING AND Unilever) OR (UNILEVER RES DEV BANGALORE AND Unilever) OR (UNILEVER RES DEV CHINA AND Unilever) OR (UNILEVER RES DEV COLWORTH AND Unilever) OR (UNILEVER RES DEV COLWORTH HOUSE AND Unilever) OR (UNILEVER RES DEV COLWORTH LAB AND Unilever) OR (UNILEVER RES DEV CTR AND Unilever) OR (UNILEVER RES DEV CTR SHANGHAI AND Unilever) OR (UNILEVER RES DEV CTR VLAARDINGEN AND Unilever) OR (UNILEVER RES DEV EDGEWATER AND Unilever) OR (UNILEVER RES DEV FOODS AND Unilever) OR (UNILEVER RES DEV LAB AND Unilever) OR (UNILEVER RES DEV PORT SUNLIGHT AND Unilever) OR (UNILEVER RES DEV PORT SUNLIGHT LAB AND Unilever) OR (UNILEVER RES DEV PORT SUNLIGHT LABS AND Unilever) OR (UNILEVER RES DEV SHANGHAI AND Unilever) OR (UNILEVER RES DEV SPECT AND Unilever) OR (UNILEVER RES DEV TRUMBULL AND Unilever) OR (UNILEVER RES DEV US AND Unilever) OR (UNILEVER RES DEV VLAARDINGEN AND Unilever) OR (UNILEVER RES DEV VLAARDINGEN BV AND Unilever) OR (UNILEVER RES DEV VLAARDINGEN COLWORTH AND Unilever) OR (UNILEVER RES DIUVEN AND Unilever) OR (UNILEVER RES DIV AND Unilever) OR (UNILEVER RES DUIVEN AND Unilever) OR (UNILEVER RES DUIVEN LAB AND Unilever) OR (UNILEVER RES EDGEWATER LAB AND Unilever) OR (UNILEVER RES EDITORIAL AND Unilever) OR (UNILEVER RES EE DEV VLAARDINGEN AND Unilever) OR (UNILEVER RES ENGN AND Unilever) OR (UNILEVER RES ENGN LABS AND Unilever) OR (UNILEVER RES ENVIRONM SAFETY LAB AND Unilever) OR (UNILEVER RES ENVIRONM SAFETY LABS AND Unilever) OR (UNILEVER RES GB AND Unilever) OR (UNILEVER RES INC AND Unilever) OR (UNILEVER RES INDIA AND Unilever) OR (UNILEVER RES INDIA HINDUSTAN LEVER RES CTR AND Unilever) OR (UNILEVER RES INDIA HINDUSTAN UNILEVER RES CTR AND Unilever) OR (UNILEVER RES INST AND Unilever) OR (UNILEVER RES ISLEWORTH LAB AND Unilever) OR (UNILEVER RES LAB AND Unilever) OR (UNILEVER RES LAB COLWARTH WELWYN AND Unilever) OR (UNILEVER RES LAB COLWORTH AND Unilever) OR (UNILEVER RES LAB COLWORTH WELWYN AND Unilever) OR (UNILEVER RES LAB PORT SUNLIGHT AND Unilever) OR (UNILEVER RES LAB VLAARDINGEN AND Unilever) OR (UNILEVER RES LAB VLAARDINGEN DUIVEN AND Unilever) OR (UNILEVER RES LAB YLAARDINGEN AND Unilever) OR (UNILEVER RES LABORATORIUM VLAARDINGEN AND Unilever) OR (UNILEVER RES LABS AND Unilever) OR (UNILEVER RES LABS COLWORTH AND Unilever) OR (UNILEVER RES LABS PORT SUNLIGHT AND Unilever) OR (UNILEVER RES LABS VLAARDINGEN AND Unilever) OR (UNILEVER RES LB AND Unilever) OR (UNILEVER RES LFEGTC AND Unilever) OR (UNILEVER RES LTD AND Unilever) OR (UNILEVER RES NETHERLANDS AND Unilever) OR (UNILEVER RES PLC AND Unilever) OR (UNILEVER RES PORT AND Unilever) OR (UNILEVER RES PORT SUNLIGHT AND Unilever) OR (UNILEVER RES PORT SUNLIGHT LAB AND Unilever) OR (UNILEVER RES PORT SUNLIGHT LAB BEBINGTON AND Unilever) OR (UNILEVER RES PORT SUNLIGHT LABS AND Unilever) OR (UNILEVER RES PORTSUNLIGHT LABS AND Unilever) OR (UNILEVER RES POST SUNLIGHT LAB AND Unilever) OR (UNILEVER RES PT SUNLIGHT LAB AND Unilever) OR (UNILEVER RES R D AND Unilever) OR (UNILEVER RES SHANGHAI AND Unilever) OR (UNILEVER RES SHARNBROOK AND Unilever) OR (UNILEVER RES SIOC AND Unilever) OR (UNILEVER RES UNITED STATES AND Unilever) OR (UNILEVER RES US AND Unilever) OR (UNILEVER RES US EDGEWATER LAB AND Unilever) OR (UNILEVER RES US INC AND Unilever) OR (UNILEVER RES US LAB AND Unilever) OR (UNILEVER RES USA AND Unilever) OR (UNILEVER RES VIAARDINGEN AND Unilever) OR (UNILEVER RES VLAAERDINGEN AND Unilever) OR (UNILEVER RES VLAARDINGEN AND Unilever) OR (UNILEVER RES VLAARDINGEN DUIVEN AND Unilever) OR (UNILEVER RES VLAARDINGEN LAB AND Unilever) OR (UNILEVER RESEARCH AND Unilever) OR (UNILEVER RESEARCH LAB AND Unilever) OR (UNILEVER RESS LAB AND Unilever) OR (UNILEVER ROTTERDAM AND Unilever) OR (UNILEVER RSCH AND Unilever) OR (UNILEVER RSCH DEV AND Unilever) OR (UNILEVER RT AND Unilever) OR (UNILEVER S AFRICA AND Unilever) OR (UNILEVER SAFETY ASSURANCE CTR AND Unilever) OR (UNILEVER SAFETY ENVIRONM ASSURANCE CTR AND Unilever) OR (UNILEVER SAFETY ENVIRONM ASSURANCE CTR SEAC AND Unilever) OR (UNILEVER SAFETY ENVIRONM SAFETY LAB AND Unilever) OR (UNILEVER SCI PK AND Unilever) OR (UNILEVER SEAC AND Unilever) OR (UNILEVER SHARNBROOK AND Unilever) OR (UNILEVER SKIN GLOBAL INNOVAT CTR AND Unilever) OR (UNILEVER SKIN R D AND Unilever) OR (UNILEVER SPAIN AND Unilever) OR (UNILEVER STAT GRP AND Unilever) OR (UNILEVER STAT SENSORY SCI GRP AND Unilever) OR (UNILEVER SUSTAINABLE AGR TEAM AND Unilever) OR (UNILEVER TEA KENYA LTD AND Unilever) OR (UNILEVER THAI HOLDINGS LTD AND Unilever) OR (UNILEVER THAI TRADING LTD AND Unilever) OR (UNILEVER TRUMBULL RES AND Unilever) OR (UNILEVER UHFRI AND Unilever) OR (UNILEVER UK AND Unilever) OR (UNILEVER UK CENT RESOURCES LTD AND Unilever) OR (UNILEVER UK HOLDINGS LTD AND Unilever) OR (UNILEVER UK LTD AND Unilever) OR (UNILEVER UNITED STATES INC AND Unilever) OR (UNILEVER VLAARDINGEN AND Unilever) OR (UNILEVERLFEDC AND Unilever) OR (UNIMILLS GMBH UNILEVER OIL MILLING DIV AND Unilever) OR (VANDENBERGH JURGENS BV UNILEVER AND Unilever))) AND YEAR PUBLISHED: (2010-2015)

Timespan: All years. Indexes: SCI-EXPANDED, SSCI.

DSSCs - search in WoS for 2010-2014:

TS=((Dye* or Pigment*) and (Sensiti*) and (Solar* or Photovoltaic*) and (Cell* or Batter*))

This yielded 9,748 records of various document types (primarily articles) as performed on October 13, 2015.

Table C1 shows the updated results of Big Data search in WoS dated January 27, 2016, and we extracted 11,139 records for 2010-2015 (including various document types, led by proceedings papers (5,661) and articles (4,042)).