cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/l55-wy5-qhs
title: Polygaloides chamaebuxus (L.) O. Schwarz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w4c-lba-yxv
title: Galium anisophyllon Vill.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/458-8sa-nlw
title: Picea abies (L.) H.Karst.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4j0-ej0-s2g
title: Larix decidua (L.) Mill.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8pw-9df-6xt
title: Picea abies (L.) H.Karst.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1q2-139-vtv
title: Polygaloides chamaebuxus (L.) O. Schwarz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kqf-qvv-zpp
title: Hepatica nobilis Schreb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/epr-zr8-2rw
title: Lonicera xylosteum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lxj-1w5-dr9
title: Oxalis acetosella L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hpl-pbv-5e8
title: Gentianopsis ciliata (L.) Ma

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.t6xbdt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Cameroon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027178-250711103210423/datasets/export for details.
DOI: 10.3535/kmd-3tg-nq4
title: Picea abies (L.) H.Karst.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kwy-g4s-ck5
title: Rubus glandulosus Bellardi

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/j4e-w97-mwv
title: Parnassia palustris L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vje-3td-pk0
title: Hepatica nobilis Schreb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zjc-7jt-8nx
title: Petasites paradoxus (Retz.) Baumg.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zzw-8r1-qhz
title: Prunella vulgaris L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/wd4-t52-ctb
title: Hippocrepis emerus (L.) Lassen

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/966-kc7-0wj
title: Iris pseudacorus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.7910/dvn/eyxqc3
title: Replication Data for: Do Safety Inspections Improve Safety? Evidence from the Roadside Inspection Program for Commercial Vehicles

description: Regulatory efforts to mitigate public hazards can be undermined when agents respond strategically to enforcement. This paper evaluates the impact of a nationwide commercial vehicle inspection program on road safety, using comprehensive data on inspections and accidents. The findings reveal a sharp increase in a given truck's accident rate immediately following an inspection-driven by reduced caution from recently inspected drivers, such as speeding and neglecting vehicle maintenance, due to the low likelihood of repeated inspections. Comparative policy analysis indicates that less predictable inspection schedules and practices could mitigate these adverse behavioral responses.
DOI: 10.3535/vph-bln-h38
title: Hordelymus europaeus (L.) Jess. ex Harz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8e8-xgp-bwj
title: Hippocrepis emerus (L.) Lassen

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xwr-jd6-dpn
title: Ranunculus polyanthemos subsp. nemorosus (DC.) Schübl. & G. Martens

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/b5a-ygt-f45
title: Pulmonaria officinalis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/n77-qpm-zwr
title: Potentilla erecta (L.) Raeusch.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/saj-bc9-lf7
title: Salvia glutinosa L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.yxh4ze
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria eruciformis",
 "Country is Morocco",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027179-250711103210423/datasets/export for details.
DOI: 10.3535/csx-7dc-yvv
title: Clinopodium acinos (L.) Kuntze

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/stc-ges-egd
title: Laserpitium latifolium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vn9-jgg-l18
title: Phyteuma spicatum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nhs-53b-ra3
title: Mycelis muralis (L.) Dumort.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zp7-vkj-b7z
title: Potentilla caulescens L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/j96-dgd-s51
title: Picea abies (L.) H.Karst.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8db-wgj-g64
title: Galium sylvaticum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zay-yep-6rm
title: Potentilla caulescens L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.7910/dvn/lnfijb
title: Terahertz Ptychography Enabled by Untrained Physics-driven Neural Networks

description: Terahertz Ptychography Enabled by Untrained Physics-driven Neural Networks:
Jingzhu Shao,1 Ping Tang,1 Xiangyu Zhao,1 Borui Xu,1 Bo Chen,1 Kai Wang,2 Gangyi Xu,2 Juncheng Cao,3,* 
and Chongzhao Wu1,**
1Center for Biophotonics, Institute of Medical Robotics, School of Biomedical Engineering, 
Shanghai Jiao Tong University, Shanghai, China
2 Key Laboratory of Infrared Imaging Materials and Detectors, Shanghai Institute of Technical Physics,
Chinese Academy of Sciences, Shanghai, China
3 Key Laboratory of Terahertz Solid State Technology, Shanghai Institute of Microsystem and Information Technology,
Chinese Academy of Sciences, Shanghai, China
*Correspondence: jccao@mail.sim.ac.cn
**Correspondence: czwu@sjtu.edu.cn
DOI: 10.3535/n9g-hyr-7mk
title: Nardus stricta L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xg7-36l-d82
title: Lamium galeobdolon subsp. montanum (Pers.) Hayek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.ess387
title: Occurrence Download

description: A dataset containing 61110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoxinus bigerri"
 ]
}

 The dataset includes 61110 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027146-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0mm-p20-xlv
title: Oxalis acetosella L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/y64-kbh-8ch
title: Petasites paradoxus (Retz.) Baumg.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9wh-gam-sk4
title: Gymnocarpium robertianum (Hoffm.) Newman

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/my7-gh4-786
title: Phragmites australis (Cav.) Trin. ex Steud.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c8q-8kf-pph
title: Hedera helix L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/5g3-x3y-pn8
title: Linum catharticum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8gf-nz7-wqe
title: Molinia caerulea (L.) Moench

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8xz-qhb-lbd
title: Galeopsis speciosa Mill.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/avz-zx9-4m4
title: Gentiana asclepiadea L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jpy-l77-f9c
title: Robinia pseudoacacia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/l24-rnq-15z
title: Oxalis acetosella L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.ya2pjf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Central African Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027180-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/53a-a03-2sc
title: Hippocrepis comosa L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/l9c-c86-7xd
title: Ranunculus polyanthemos subsp. nemorosus (DC.) Schübl. & G. Martens

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f71-5w3-cr9
title: Prenanthes purpurea L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hhe-8ln-nkp
title: Rosa pendulina L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/bgz-851-w7g
title: Geranium robertianum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/6fv-pm0-4dx
title: Knautia dipsacifolia subsp. dipsacifolia

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/b7g-fr7-a95
title: Lonicera alpigena L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8py-tm0-mwz
title: Laserpitium latifolium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/p7a-9ks-s67
title: Leucojum vernum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fqs-6qk-txn
title: Geranium robertianum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mh2-3tl-096
title: Lonicera xylosteum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/39f-l2a-l85
title: Galium sylvaticum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/z1d-n3q-1bv
title: Neottia nidus-avis (L.) Rich.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/we3-lqk-mla
title: Fraxinus excelsior L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.ggw4hh
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 245 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027182-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zwkbs
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria eruciformis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027181-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szy7eb
title: Occurrence Download

description: A dataset containing 296485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trifolium medium, Trifolium medium)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 296485 records from 999 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027158-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/cry-c96-1532
title: FBI file on the apprehension of Jingo Takeuchi, 1942

description: The Crystal City Collection documents a detention camp for Japanese in Crystal City, Texas, formed secretly to gather and house Japanese, German and Italian citizens in the United States and Latin America, to be used for prisoner exchange for Americans and others in Japanese detention. This distinguishes it from "relocation" camps, which were largely for American citizens of Japanese descent.
DOI: 10.25549/cry-c96-1539
title: FBI file on the apprehension of Jingo Takeuchi, 1942

description: The Crystal City Collection documents a detention camp for Japanese in Crystal City, Texas, formed secretly to gather and house Japanese, German and Italian citizens in the United States and Latin America, to be used for prisoner exchange for Americans and others in Japanese detention. This distinguishes it from "relocation" camps, which were largely for American citizens of Japanese descent.
DOI: 10.25549/cry-c96-1541
title: FBI file on the apprehension of Jingo Takeuchi, 1942

description: The Crystal City Collection documents a detention camp for Japanese in Crystal City, Texas, formed secretly to gather and house Japanese, German and Italian citizens in the United States and Latin America, to be used for prisoner exchange for Americans and others in Japanese detention. This distinguishes it from "relocation" camps, which were largely for American citizens of Japanese descent.
DOI: 10.25549/cry-c96-1543
title: FBI file on the apprehension of Jingo Takeuchi, 1942

description: The Crystal City Collection documents a detention camp for Japanese in Crystal City, Texas, formed secretly to gather and house Japanese, German and Italian citizens in the United States and Latin America, to be used for prisoner exchange for Americans and others in Japanese detention. This distinguishes it from "relocation" camps, which were largely for American citizens of Japanese descent.
DOI: 10.25549/cry-c96-1552
title: FBI file on the apprehension of Jingo Takeuchi, 1942

description: The Crystal City Collection documents a detention camp for Japanese in Crystal City, Texas, formed secretly to gather and house Japanese, German and Italian citizens in the United States and Latin America, to be used for prisoner exchange for Americans and others in Japanese detention. This distinguishes it from "relocation" camps, which were largely for American citizens of Japanese descent.
DOI: 10.25549/cry-c96-1557
title: FBI file on the apprehension of Jingo Takeuchi, 1942

description: The Crystal City Collection documents a detention camp for Japanese in Crystal City, Texas, formed secretly to gather and house Japanese, German and Italian citizens in the United States and Latin America, to be used for prisoner exchange for Americans and others in Japanese detention. This distinguishes it from "relocation" camps, which were largely for American citizens of Japanese descent.
DOI: 10.25549/cry-c96-374
title: Crystal City Chatter, 113 (2012-05)

description: Crystal City Chatter, no. 113 (2012 May)
DOI: 10.25549/cry-c96-328
title: Crystal City Chatter, 115 (2012-11)

description: Crystal City Chatter, no. 115 (2012 November)
DOI: 10.25549/cry-c96-333
title: Crystal City Chatter, 115 (2012-11)

description: Crystal City Chatter, no. 115 (2012 November)
DOI: 10.15468/dl.xhuyt5
title: Occurrence Download

description: A dataset containing 1827712 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Acacia bartlei, Acacia incurvaneura, Serruria rostellaris, Acacia aestivalis, Acacia argyraea, Acacia auricoma, Acacia auripila, Acacia beckleri, Acacia blakelyi, Acacia chartacea, Acacia nervosa, Acacia obtecta, Acacia pickardii, Acacia robiniae, Acacia stigmatophylla, Acacia subcaerulea, Acacia tumida, Acacia undulifolia, Chorizema dicksonii, Bursera exequielii, Anchusa dinsmorei, Draba oreadum, Olearia stricta, Bidens oligantha, Periploca angustifolia, Pomaderris aspera, Acacia cockertoniana, Cynoglossum australe, Draba pterosperma, Acacia lentiginea, Olearia boorabbinensis, Helichrysum elegantissimum, Notelaea linearis, Bossiaea milesiae, Acacia durabilis, Acacia enterocarpa, Acacia ephedroides, Acacia errabunda, Acacia exocarpoides, Acacia filifolia, Acacia glaucoptera, Acacia gunnii, Acacia heteroclita, Acacia inceana, Acacia kybeanensis, Acacia leiophylla, Acacia lunata, Acacia viscifolia, Acacia warramaba, Acacia xanthocarpa, Alyssum bulbotrichum, Anchusa azurea, Bidens pilosa, Draba bertiscea, Draba sierrae, Hibbertia mylnei, Hibbertia praemorsa, Alyssum minutum, Helichrysum refractum, Acacia botrydion, Acacia gloeotricha, Acacia hexaneura, Crambe strigosa, Hibbertia scopata, Jamesbrittenia pinnatifida, Ajuga genevensis, Lippia origanoides, Serruria elongata, Serruria inconspicua, Serruria stellata, Acacia baueri, Acacia brachyphylla, Acacia centrinervia, Acacia cognata, Acacia constablei, Acacia diminuta, Acacia parramattensis, Acacia pelophila, Acacia profusa, Acacia pubifolia, Acacia ramulosa, Acacia redolens, Alliaria petiolata, Bossiaea arcuata, Bossiaea bracteosa, Bossiaea leptacantha, Lobelia cordifolia, Lobelia urens, Chorizema circinale, Crambe kralikii, Zahora ait-atta, Spatalla ericoides, Chrysocoma ciliata, Hibbertia diffusa, Hibbertia pubens, Hulsea vestita, Prunella vulgaris, Periploca aphylla, Lobelia ayersiae)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1827712 records from 4206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020567-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4g4u8
title: Occurrence Download

description: A dataset containing 36669744 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 36669744 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107160-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzmvep
title: Occurrence Download

description: A dataset containing 24012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.36628 36.73579,-6.84504 36.43182,-5.63143 35.86541,-4.99679 36.54819,-5.92092 37.03857,-6.36628 36.73579))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 24012 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008804-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbag9d
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008013-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxeat7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022403-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jbruv
title: Occurrence Download

description: A dataset containing 328149393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantae"
 ]
}

 The dataset includes 328149393 records from 6684 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143706-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31251100
title: <b>Reducing blood culture contamination in the emergency department through changes in sampling technique: an interrupted time-series study</b>: Dataset and analysis R script.

description: blood_culture_contamination_QIP.R is used to run all of the analyses in the article: <b>Reducing blood culture contamination in the emergency department through changes in sampling technique: an interrupted time-series study</b>. The data required are loaded as individual files. The process used to create the emergency department summary statistics is included in the file download_format_ED_data.R.The image shows the final output.