Informal Urban Settlements and Cholera Risk in Dar es Salaam, Tanzania
Publication Date
March 16, 2010
Journal
PLOS Neglected Tropical Diseases
Authors
Katherine Penrose, Marcia Caldas De Castro, Japhet Werema & Edward T. Ryan
Volume
4
Issue
3
Pages
e631
DOI
http://doi.org/10.1371/journal.pntd.0000631
Publisher URL
http://journals.plos.org/plosntds/article?id=10.1371%2Fjournal.pntd.0000631
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/20300569
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2838775
Europe PMC
http://europepmc.org/abstract/MED/20300569
Web of Science
000276312200017
Scopus
77950402955
Mendeley
http://www.mendeley.com/research/informal-urban-settlements-cholera-risk-dar-es-salaam-tanzania
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Informal urban settlements and cholera risk in Dar es Salaam, Tanzania", "type"=>"journal", "authors"=>[{"first_name"=>"Katherine", "last_name"=>"Penrose", "scopus_author_id"=>"55980792500"}, {"first_name"=>"Marcia Caldas", "last_name"=>"De Castro", "scopus_author_id"=>"8558774100"}, {"first_name"=>"Japhet", "last_name"=>"Werema", "scopus_author_id"=>"35777273800"}, {"first_name"=>"Edward T.", "last_name"=>"Ryan", "scopus_author_id"=>"7201794159"}], "year"=>2010, "source"=>"PLoS Neglected Tropical Diseases", "identifiers"=>{"isbn"=>"1935-2735 (Electronic)\\r1935-2727 (Linking)", "scopus"=>"2-s2.0-77950402955", "pui"=>"358567651", "doi"=>"10.1371/journal.pntd.0000631", "sgr"=>"77950402955", "pmid"=>"20300569", "issn"=>"1935-2735"}, "id"=>"f5b0066a-71a2-392a-9c3e-ec5310af6d87", "abstract"=>"BACKGROUND: As a result of poor economic opportunities and an increasing shortage of affordable housing, much of the spatial growth in many of the world's fastest-growing cities is a result of the expansion of informal settlements where residents live without security of tenure and with limited access to basic infrastructure. Although inadequate water and sanitation facilities, crowding and other poor living conditions can have a significant impact on the spread of infectious diseases, analyses relating these diseases to ongoing global urbanization, especially at the neighborhood and household level in informal settlements, have been infrequent. To begin to address this deficiency, we analyzed urban environmental data and the burden of cholera in Dar es Salaam, Tanzania. METHODOLOGY/PRINCIPAL FINDINGS: Cholera incidence was examined in relation to the percentage of a ward's residents who were informal, the percentage of a ward's informal residents without an improved water source, the percentage of a ward's informal residents without improved sanitation, distance to the nearest cholera treatment facility, population density, median asset index score in informal areas, and presence or absence of major roads. We found that cholera incidence was most closely associated with informal housing, population density, and the income level of informal residents. Using data available in this study, our model would suggest nearly a one percent increase in cholera incidence for every percentage point increase in informal residents, approximately a two percent increase in cholera incidence for every increase in population density of 1000 people per km(2) in Dar es Salaam in 2006, and close to a fifty percent decrease in cholera incidence in wards where informal residents had minimally improved income levels, as measured by ownership of a radio or CD player on average, in comparison to wards where informal residents did not own any items about which they were asked. In this study, the range of access to improved sanitation and improved water sources was quite narrow at the ward level, limiting our ability to discern relationships between these variables and cholera incidence. Analysis at the individual household level for these variables would be of interest. CONCLUSIONS/SIGNIFICANCE: Our results suggest that ongoing global urbanization coupled with urban poverty will be associated with increased risks for certain infectious diseases, such as cholera, underscoring the need for improved infrastructure and planning as the world's urban population continues to expand.", "link"=>"http://www.mendeley.com/research/informal-urban-settlements-cholera-risk-dar-es-salaam-tanzania", "reader_count"=>97, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Librarian"=>1, "Student > Doctoral Student"=>4, "Researcher"=>16, "Student > Ph. D. Student"=>22, "Student > Postgraduate"=>5, "Student > Master"=>27, "Other"=>4, "Student > Bachelor"=>8, "Lecturer"=>3, "Professor"=>5}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Librarian"=>1, "Student > Doctoral Student"=>4, "Researcher"=>16, "Student > Ph. D. Student"=>22, "Student > Postgraduate"=>5, "Student > Master"=>27, "Other"=>4, "Student > Bachelor"=>8, "Lecturer"=>3, "Professor"=>5}, "reader_count_by_subject_area"=>{"Unspecified"=>2, "Agricultural and Biological Sciences"=>11, "Arts and Humanities"=>2, "Business, Management and Accounting"=>1, "Veterinary Science and Veterinary Medicine"=>1, "Chemistry"=>1, "Economics, Econometrics and Finance"=>4, "Engineering"=>6, "Environmental Science"=>20, "Nursing and Health Professions"=>5, "Biochemistry, Genetics and Molecular Biology"=>1, "Medicine and Dentistry"=>25, "Design"=>1, "Physics and Astronomy"=>1, "Social Sciences"=>16}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>25}, "Social Sciences"=>{"Social Sciences"=>16}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Unspecified"=>{"Unspecified"=>2}, "Environmental Science"=>{"Environmental Science"=>20}, "Arts and Humanities"=>{"Arts and Humanities"=>2}, "Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>6}, "Chemistry"=>{"Chemistry"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>4}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>11}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>5}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}, "Veterinary Science and Veterinary Medicine"=>{"Veterinary Science and Veterinary Medicine"=>1}}, "reader_count_by_country"=>{"Netherlands"=>1, "United States"=>3, "Tanzania"=>2, "United Kingdom"=>1, "Germany"=>1}, "group_count"=>6}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/77950402955"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/77950402955?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=77950402955&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=77950402955&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/77950402955", "dc:identifier"=>"SCOPUS_ID:77950402955", "eid"=>"2-s2.0-77950402955", "dc:title"=>"Informal urban settlements and cholera risk in Dar es Salaam, Tanzania", "dc:creator"=>"Penrose K.", "prism:publicationName"=>"PLoS Neglected Tropical Diseases", "prism:volume"=>"4", "prism:issueIdentifier"=>"3", "prism:pageRange"=>nil, "prism:coverDate"=>"2010-03-01", "prism:coverDisplayDate"=>"March 2010", "prism:doi"=>"10.1371/journal.pntd.0000631", "citedby-count"=>"33", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Harvard School of Public Health", "affiliation-city"=>"Boston", "affiliation-country"=>"United States"}], "pubmed-id"=>"20300569", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e631", "source-id"=>"11900154404"}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosntds%2Farticle%3Fid%3D10.1371%252Fjournal.pntd.0000631", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Counter

  • {"month"=>"3", "year"=>"2010", "pdf_views"=>"44", "xml_views"=>"0", "html_views"=>"211"}
  • {"month"=>"4", "year"=>"2010", "pdf_views"=>"40", "xml_views"=>"6", "html_views"=>"299"}
  • {"month"=>"5", "year"=>"2010", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"262"}
  • {"month"=>"6", "year"=>"2010", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"125"}
  • {"month"=>"7", "year"=>"2010", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"107"}
  • {"month"=>"8", "year"=>"2010", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"9", "year"=>"2010", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"87"}
  • {"month"=>"10", "year"=>"2010", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"119"}
  • {"month"=>"11", "year"=>"2010", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"96"}
  • {"month"=>"12", "year"=>"2010", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"72"}
  • {"month"=>"1", "year"=>"2011", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"47"}
  • {"month"=>"2", "year"=>"2011", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"51"}
  • {"month"=>"3", "year"=>"2011", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"4", "year"=>"2011", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"39"}
  • {"month"=>"5", "year"=>"2011", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"33"}
  • {"month"=>"6", "year"=>"2011", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"45"}
  • {"month"=>"7", "year"=>"2011", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"45"}
  • {"month"=>"8", "year"=>"2011", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"67"}
  • {"month"=>"9", "year"=>"2011", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"111"}
  • {"month"=>"10", "year"=>"2011", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"85"}
  • {"month"=>"11", "year"=>"2011", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"89"}
  • {"month"=>"12", "year"=>"2011", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"1", "year"=>"2012", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"69"}
  • {"month"=>"2", "year"=>"2012", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"96"}
  • {"month"=>"3", "year"=>"2012", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"171"}
  • {"month"=>"4", "year"=>"2012", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"191"}
  • {"month"=>"5", "year"=>"2012", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"200"}
  • {"month"=>"6", "year"=>"2012", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"169"}
  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"166"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"9", "xml_views"=>"5", "html_views"=>"122"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"165"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"173"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"133"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"123"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"157"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"167"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"281"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"245"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"187"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"121"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"187"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"154"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"101"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"7", "xml_views"=>"2", "html_views"=>"122"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"159"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"160"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"142"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"4", "html_views"=>"259"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"287"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"313"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"235"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"193"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"2", "html_views"=>"247"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"281"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"338"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"371"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"254"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"164"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"87"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"70"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"69"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"88"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"53"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"137"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"71"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"64"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"71"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"67"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"65"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"84"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"88"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"96"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"131"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"94"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"66"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"83"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"84"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"69"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"61"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"47"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"67"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"102"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"135"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"187"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"125"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"26", "xml_views"=>"0", "html_views"=>"137"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"85"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"82"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"77"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"114"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"86"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/858801"], "description"=>"<p>As the presence of roads was a categorical predictor, it was not included here. Pearson's correlation coefficient between each variable and the natural log of cholera incidence/10,000 population is indicated. * p<0.05, ** p<0.01, *** p<0.001</p>", "links"=>[], "tags"=>["plots", "cholera", "predictors", "45", "wards", "dar", "es"], "article_id"=>529249, "categories"=>["Cancer", "Medicine", "Engineering"], "users"=>["Katherine Penrose", "Marcia Caldas de Castro", "Japhet Werema", "Edward T. Ryan"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000631.g005", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scatter_plots_of_the_natural_log_of_cholera_incidence_10_000_population_versus_potential_predictors_among_45_wards_in_Dar_es_Salaam_Tanzania_/529249", "title"=>"Scatter plots of the natural log of cholera incidence/10,000 population versus potential predictors among 45 wards in Dar es Salaam, Tanzania.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 02:16:05"}
  • {"files"=>["https://ndownloader.figshare.com/files/858967"], "description"=>"*<p>Out of 186,631 occupied residential plots, 114,593 reported information on sanitation.</p>", "links"=>[], "tags"=>["ratios", "binomial", "estimating", "cholera", "cases", "45", "wards", "dar", "es", "tanzania", "offset"], "article_id"=>529410, "categories"=>["Cancer", "Medicine", "Engineering"], "users"=>["Katherine Penrose", "Marcia Caldas de Castro", "Japhet Werema", "Edward T. Ryan"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000631.t002", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Incidence_rate_ratios_for_the_negative_binomial_model_estimating_cholera_cases_among_45_wards_in_Dar_es_Salaam_Tanzania_in_2006_offset_by_the_natural_log_of_population_/529410", "title"=>"Incidence rate ratios for the negative binomial model estimating cholera cases among 45 wards in Dar es Salaam, Tanzania in 2006, offset by the natural log of population.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-21 02:17:03"}
  • {"files"=>["https://ndownloader.figshare.com/files/858288"], "description"=>"<p>A total of 45 wards were included in the Unplanned Land Property Register Project, and are indicated by stippling.</p>", "links"=>[], "tags"=>["ward", "boundaries", "dar", "es"], "article_id"=>528740, "categories"=>["Cancer", "Medicine", "Engineering"], "users"=>["Katherine Penrose", "Marcia Caldas de Castro", "Japhet Werema", "Edward T. Ryan"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000631.g001", "stats"=>{"downloads"=>6, "page_views"=>87, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Municipal_and_ward_boundaries_in_Dar_es_Salaam_Tanzania_/528740", "title"=>"Municipal and ward boundaries in Dar es Salaam, Tanzania.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 02:12:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/858670"], "description"=>"<p>Legend categories were determined by natural breaks.</p>", "links"=>[], "tags"=>["incidence", "dar", "es"], "article_id"=>529125, "categories"=>["Cancer", "Medicine", "Engineering"], "users"=>["Katherine Penrose", "Marcia Caldas de Castro", "Japhet Werema", "Edward T. Ryan"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000631.g004", "stats"=>{"downloads"=>1, "page_views"=>21, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Cholera_incidence_in_Dar_es_Salaam_2006_/529125", "title"=>"Cholera incidence in Dar es Salaam, 2006.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 02:15:19"}
  • {"files"=>["https://ndownloader.figshare.com/files/858433"], "description"=>"<p>Ward populations in 2006 were projected by the National Bureau of Statistics using data from the 2002 Census.</p>", "links"=>[], "tags"=>["ward", "roads", "dar", "es"], "article_id"=>528888, "categories"=>["Cancer", "Medicine", "Engineering"], "users"=>["Katherine Penrose", "Marcia Caldas de Castro", "Japhet Werema", "Edward T. Ryan"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000631.g002", "stats"=>{"downloads"=>3, "page_views"=>22, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Population_density_by_ward_and_major_roads_in_Dar_es_Salaam_Tanzania_2006_/528888", "title"=>"Population density by ward and major roads in Dar es Salaam, Tanzania, 2006.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 02:13:54"}
  • {"files"=>["https://ndownloader.figshare.com/files/858552"], "description"=>"<p>“NR” indicates months for which no cholera cases were reported. The shaded areas indicate time periods for which data were available at the ward level.</p>", "links"=>[], "tags"=>["suspected", "cholera", "cases", "municipality", "dar", "es"], "article_id"=>529006, "categories"=>["Cancer", "Medicine", "Engineering"], "users"=>["Katherine Penrose", "Marcia Caldas de Castro", "Japhet Werema", "Edward T. Ryan"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000631.g003", "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Number_of_suspected_cholera_cases_by_month_year_and_municipality_in_Dar_es_Salaam_2006_8211_2008_/529006", "title"=>"Number of suspected cholera cases by month, year, and municipality in Dar es Salaam, 2006–2008.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 02:14:38"}
  • {"files"=>["https://ndownloader.figshare.com/files/858926"], "description"=>"<p>Data collected as part of the Dar es Salaam Unplanned Land Property Register Project (2004–2007). The scoring factor is the “weight” assigned to each variable in the linear combination of the variables that constitute the first principal component. Of the sample, 56.3% of the sample did not report ownership of any of the items listed.</p>", "links"=>[], "tags"=>["assets", "reported", "residents", "45", "wards", "dar", "es"], "article_id"=>529375, "categories"=>["Cancer", "Medicine", "Engineering"], "users"=>["Katherine Penrose", "Marcia Caldas de Castro", "Japhet Werema", "Edward T. Ryan"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000631.t001", "stats"=>{"downloads"=>1, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Principal_component_analysis_of_assets_reported_by_informal_residents_in_45_wards_in_Dar_es_Salaam_Tanzania_/529375", "title"=>"Principal component analysis of assets reported by informal residents in 45 wards in Dar es Salaam, Tanzania.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-21 02:16:51"}

PMC Usage Stats | Further Information

  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"4", "full-text"=>"16", "unique-ip"=>"11", "pdf"=>"6", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"24", "year"=>"2010", "pdf"=>"10", "unique-ip"=>"26", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"8", "unique-ip"=>"11", "pdf"=>"11", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"21", "year"=>"2010", "pdf"=>"15", "unique-ip"=>"22", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"7", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"34", "unique-ip"=>"25", "pdf"=>"10", "year"=>"2010", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"8", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"33", "year"=>"2010", "pdf"=>"14", "unique-ip"=>"30", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"42", "unique-ip"=>"35", "pdf"=>"21", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"38", "year"=>"2010", "pdf"=>"16", "unique-ip"=>"32", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"57", "unique-ip"=>"47", "pdf"=>"7", "year"=>"2010", "figure"=>"10", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"50", "year"=>"2010", "pdf"=>"10", "unique-ip"=>"33", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"36", "unique-ip"=>"36", "pdf"=>"7", "year"=>"2011", "figure"=>"13", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"41", "year"=>"2011", "pdf"=>"11", "unique-ip"=>"34", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"41", "unique-ip"=>"36", "pdf"=>"10", "year"=>"2011", "figure"=>"11", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"35", "year"=>"2011", "pdf"=>"9", "unique-ip"=>"30", "figure"=>"8", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"31", "unique-ip"=>"29", "pdf"=>"6", "year"=>"2011", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"29", "year"=>"2011", "pdf"=>"9", "unique-ip"=>"25", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"7", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"29", "unique-ip"=>"29", "pdf"=>"11", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"8", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"17", "year"=>"2011", "pdf"=>"2", "unique-ip"=>"17", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"24", "unique-ip"=>"27", "pdf"=>"4", "year"=>"2011", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"19", "year"=>"2011", "pdf"=>"4", "unique-ip"=>"18", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"32", "unique-ip"=>"27", "pdf"=>"3", "year"=>"2011", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"20", "year"=>"2011", "pdf"=>"3", "unique-ip"=>"17", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"23", "unique-ip"=>"21", "pdf"=>"6", "year"=>"2012", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"15", "year"=>"2012", "pdf"=>"5", "unique-ip"=>"14", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"24", "unique-ip"=>"27", "pdf"=>"7", "year"=>"2012", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"43", "year"=>"2012", "pdf"=>"5", "unique-ip"=>"37", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"40", "unique-ip"=>"42", "pdf"=>"6", "year"=>"2012", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"40", "year"=>"2012", "pdf"=>"7", "unique-ip"=>"36", "figure"=>"13", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"unique-ip"=>"26", "full-text"=>"22", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
  • {"unique-ip"=>"16", "full-text"=>"17", "pdf"=>"4", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"17", "full-text"=>"20", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"31", "full-text"=>"32", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"26", "full-text"=>"27", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"37", "full-text"=>"41", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"40", "full-text"=>"48", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"28", "full-text"=>"24", "pdf"=>"10", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"51", "full-text"=>"55", "pdf"=>"2", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"30", "full-text"=>"34", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"38", "full-text"=>"35", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"30", "full-text"=>"35", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"19", "full-text"=>"29", "pdf"=>"4", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"37", "full-text"=>"45", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"14", "full-text"=>"22", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"31", "full-text"=>"44", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"32", "full-text"=>"42", "pdf"=>"0", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"31", "full-text"=>"48", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"41", "full-text"=>"48", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"38", "full-text"=>"40", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"29", "full-text"=>"27", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"40", "full-text"=>"35", "pdf"=>"14", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"30", "full-text"=>"36", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"22", "full-text"=>"18", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"38", "full-text"=>"39", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"35", "full-text"=>"37", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"22", "full-text"=>"33", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"60", "full-text"=>"68", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"11", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"26", "full-text"=>"31", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"24", "full-text"=>"24", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"37", "full-text"=>"51", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"47", "full-text"=>"68", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"50", "full-text"=>"53", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"46", "full-text"=>"57", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"41", "full-text"=>"50", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"38", "full-text"=>"42", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"65", "full-text"=>"73", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"64", "full-text"=>"67", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"56", "full-text"=>"72", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"74", "full-text"=>"80", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"77", "full-text"=>"91", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"84", "full-text"=>"108", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"51", "full-text"=>"60", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"74", "full-text"=>"88", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"69", "full-text"=>"88", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"99", "full-text"=>"114", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"96", "full-text"=>"137", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"60", "full-text"=>"68", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"77", "full-text"=>"117", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"79", "full-text"=>"92", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"19", "full-text"=>"22", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"102", "full-text"=>"121", "pdf"=>"17", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"69", "full-text"=>"75", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"82", "full-text"=>"99", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"59", "full-text"=>"66", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"37", "full-text"=>"38", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"59", "full-text"=>"75", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"56", "full-text"=>"60", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"70", "full-text"=>"82", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"41", "full-text"=>"45", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"47", "full-text"=>"54", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"72", "full-text"=>"85", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"21", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"50", "full-text"=>"66", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"19", "supp-data"=>"0", "cited-by"=>"5", "year"=>"2017", "month"=>"10"}

Relative Metric

{"start_date"=>"2010-01-01T00:00:00Z", "end_date"=>"2010-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[288, 576, 733, 867, 984, 1087, 1182, 1267, 1346, 1424, 1501, 1577, 1646, 1711, 1778, 1841, 1908, 1970, 2034, 2102, 2162, 2227, 2296, 2359, 2422, 2482, 2550, 2610, 2679, 2747, 2820, 2887, 2955, 3009, 3067, 3130, 3200, 3257, 3322, 3379, 3443, 3507, 3571, 3632, 3683, 3753, 3822, 3877]}, {"subject_area"=>"/Biology and life sciences/Microbiology", "average_usage"=>[306, 616, 785, 930, 1062, 1178, 1267, 1361, 1440, 1545, 1627, 1690, 1764, 1825, 1903, 1965, 2043, 2099, 2172, 2232, 2313, 2376, 2451, 2524, 2595, 2661, 2729, 2781, 2848, 2911, 2974, 3059, 3138, 3196, 3272, 3342, 3408, 3471, 3530, 3601, 3661, 3734, 3803, 3862, 3922, 3966, 4035, 4092, 4165]}, {"subject_area"=>"/Biology and life sciences/Organisms", "average_usage"=>[290, 557, 702, 824, 930, 1032, 1119, 1197, 1276, 1347, 1410, 1477, 1539, 1603, 1678, 1741, 1801, 1866, 1930, 1988, 2060, 2117, 2185, 2239, 2300, 2358, 2429, 2486, 2548, 2613, 2693, 2758, 2824, 2891, 2950, 3019, 3093, 3163, 3224, 3284, 3355, 3421, 3486, 3552, 3622, 3684, 3749, 3799, 3859]}, {"subject_area"=>"/Earth sciences", "average_usage"=>[353, 610, 749, 873, 979, 1064, 1156, 1243, 1309, 1390, 1466, 1529, 1615, 1684, 1765, 1841, 1915, 1988, 2056, 2112, 2171, 2241, 2314, 2416, 2481, 2545, 2602, 2678, 2767, 2836, 2911, 3003, 3087, 3166, 3239, 3327, 3390, 3486, 3549, 3646, 3712, 3776, 3836, 3917, 4008, 4093, 4204, 4288, 4382]}, {"subject_area"=>"/Earth sciences/Geography", "average_usage"=>[328, 615, 752, 869, 987, 1071, 1165, 1258, 1366, 1444, 1511, 1585, 1680, 1768, 1828, 1913, 1992, 2059, 2134, 2218, 2285, 2356, 2416, 2473, 2540, 2587, 2637, 2739, 2857, 2925, 2972, 3017, 3080, 3153, 3230, 3331, 3407, 3486, 3533, 3579, 3650, 3735, 3804, 3874, 3966, 4025, 4137, 4214, 4302]}, {"subject_area"=>"/Ecology and environmental sciences", "average_usage"=>[348, 600, 749, 874, 993, 1076, 1154, 1246, 1337, 1402, 1474, 1554, 1610, 1673, 1727, 1785, 1851, 1933, 2007, 2072, 2138, 2188, 2282, 2353, 2420, 2476, 2546, 2613, 2700, 2783, 2869, 2936, 3010, 3090, 3174, 3242, 3304, 3406, 3510, 3574, 3632, 3708, 3790, 3854, 3938, 4032, 4123, 4206, 4291]}, {"subject_area"=>"/Ecology and environmental sciences/Ecological environments", "average_usage"=>[338, 603, 721, 822, 923, 1012, 1074, 1152, 1248, 1331, 1386, 1454, 1515, 1577, 1627, 1674, 1733, 1787, 1868, 1974, 2063, 2137, 2196, 2238, 2289, 2355, 2455, 2504, 2603, 2685, 2745, 2800, 2898, 2955, 3047, 3125, 3188]}, {"subject_area"=>"/Ecology and environmental sciences/Terrestrial environments", "average_usage"=>[373, 612, 757, 870, 940, 1020, 1150, 1252, 1303, 1381, 1427, 1474, 1542, 1616, 1725, 1774, 1850, 1930, 1987, 2026, 2111, 2165, 2298, 2393, 2464, 2508, 2559, 2605, 2657, 2752, 2857, 3024, 3094, 3138, 3175, 3204, 3283, 3359, 3460, 3533, 3598, 3673, 3809, 3861, 3931, 3981, 4024, 4068, 4310]}, {"subject_area"=>"/Medicine and health sciences", "average_usage"=>[277, 558, 715, 845, 963, 1070, 1166, 1258, 1336, 1410, 1485, 1561, 1638, 1707, 1767, 1834, 1896, 1960, 2030, 2096, 2165, 2229, 2300, 2368, 2425, 2489, 2553, 2617, 2679, 2743, 2814, 2873, 2941, 2995, 3050, 3111, 3169, 3235, 3300, 3363, 3428, 3487, 3548, 3605, 3670, 3726, 3785, 3844]}, {"subject_area"=>"/Medicine and health sciences/Public and occupational health", "average_usage"=>[315, 602, 752, 899, 1003, 1120, 1229, 1321, 1410, 1477, 1543, 1645, 1738, 1801, 1853, 1914, 1966, 2044, 2104, 2165, 2242, 2326, 2378, 2467, 2572, 2616, 2727, 2781, 2839, 2923, 2969, 3067, 3150, 3201, 3263, 3329, 3400, 3474, 3532, 3595, 3640, 3674, 3724, 3776, 3803, 3835, 3910, 4039, 4091]}]}
Loading … Spinner
There are currently no alerts