I am a beginner R user so I apologize in advance. I am attempting to read a .txt data file from VertNet.org into my workspace. I have attempted to load the .txt file like I have successfully done before but this method is not identifying all of the data columns present in the file.
Sciurus_carolinensis_total <- read.delim("Sciurus_carolinensis_total.txt")
Below is the code of the columns that I want in my final data frame.
Sciurus_carolinensis_total <- select(Sciurus_carolinensis_total, c(genus, specificepithet, sex, year, month, day, countrycode, stateprovince, county, decimallatitude, decimallongitude, lengthinmm, lengthtype))
Below is the top few rows of the .txt file. I wasn't sure if this would be the appropriate way to provide this information. Let me know if another format would be better.
type modified license rightsholder accessrights bibliographiccitation references...
PhysicalObject CC0 California Academy of Sciences. CAS Mammalogy (MAM). Recor...
PhysicalObject 2009-06-05 15:46:10.0 CC0 California Academy of Sciences. CAS M...
PhysicalObject 2019-08-25 10:42:36.0 http://creativecommons.org/publicdomain/zer...
PhysicalObject 2019-09-18 16:45:02.0 http://creativecommons.org/publicdomain/zer...
PhysicalObject 2018-02-28 https://creativecommons.org/publicdomain/zero/1.0/ ht...
The data above is truncated (each line is actually well over 1400 characters) and actually has embedded tabs, but the HTML here does not show that. Here's the results of dput for that text, not truncated:
c("type\tmodified\tlicense\trightsholder\taccessrights\tbibliographiccitation\treferences\tinstitutionid\tcollectionid\tdatasetid\tinstitutioncode\tcollectioncode\tdatasetname\tbasisofrecord\tinformationwithheld\tdatageneralizations\tdynamicproperties\toccurrenceid\tcatalognumber\trecordnumber\trecordedby\tindividualcount\tsex\tlifestage\treproductivecondition\tbehavior\testablishmentmeans\toccurrencestatus\tpreparations\tdisposition\tassociatedmedia\tassociatedreferences\tassociatedsequences\tassociatedtaxa\tothercatalognumbers\toccurrenceremarks\torganismid\torganismname\torganismscope\tassociatedoccurrences\tassociatedorganisms\tpreviousidentifications\torganismremarks\tmaterialsampleid\teventid\tfieldnumber\teventdate\teventtime\tstartdayofyear\tenddayofyear\tyear\tmonth\tday\tverbatimeventdate\thabitat\tsamplingprotocol\tsamplingeffort\tfieldnotes\teventremarks\tlocationid\thighergeographyid\thighergeography\tcontinent\twaterbody\tislandgroup\tisland\tcountry\tcountrycode\tstateprovince\tcounty\tmunicipality\tlocality\tverbatimlocality\tminimumelevationinmeters\tmaximumelevationinmeters\tverbatimelevation\tminimumdepthinmeters\tmaximumdepthinmeters\tverbatimdepth\tminimumdistanceabovesurfaceinmeters\tmaximumdistanceabovesurfaceinmeters\tlocationaccordingto\tlocationremarks\tdecimallatitude\tdecimallongitude\tgeodeticdatum\tcoordinateuncertaintyinmeters\tcoordinateprecision\tverbatimcoordinates\tverbatimlatitude\tverbatimlongitude\tverbatimcoordinatesystem\tverbatimsrs\tfootprintwkt\tfootprintsrs\tgeoreferencedby\tgeoreferenceddate\tgeoreferenceprotocol\tgeoreferencesources\tgeoreferenceverificationstatus\tgeoreferenceremarks\tgeologicalcontextid\tearliesteonorlowesteonothem\tlatesteonorhighesteonothem\tearliesteraorlowesterathem\tlatesteraorhighesterathem\tearliestperiodorlowestsystem\tlatestperiodorhighestsystem\tearliestepochorlowestseries\tlatestepochorhighestseries\tearliestageorloweststage\tlatestageorhigheststage\tlowestbiostratigraphiczone\thighestbiostratigraphiczone\tlithostratigraphicterms\tgroup\tformation\tmember\tbed\tidentificationid\tidentificationqualifier\ttypestatus\tidentifiedby\tdateidentified\tidentificationreferences\tidentificationverificationstatus\tidentificationremarks\tscientificnameid\tnamepublishedinid\tscientificname\tacceptednameusage\toriginalnameusage\tnamepublishedin\tnamepublishedinyear\thigherclassification\tkingdom\tphylum\tclass\torder\tfamily\tgenus\tsubgenus\tspecificepithet\tinfraspecificepithet\ttaxonrank\tverbatimtaxonrank\tscientificnameauthorship\tvernacularname\tnomenclaturalcode\ttaxonomicstatus\ttaxonremarks\tlengthinmm\tlengthtype\tlengthunitsinferred\tmassing\tmassunitsinferred\tunderivedlifestage\tunderivedsex\tdataset_url\tdataset_citation\tgbifdatasetid\tgbifpublisherid\tdataset_contact_email\tdataset_contact\tdataset_pubdate\tlastindexed\tmigrator_version\thasmedia\thastissue\twascaptive\tisfossil\tisarch\tvntype\thaslength", "PhysicalObject\t\tCC0\t\t\tCalifornia Academy of Sciences. CAS Mammalogy (MAM). Record ID: urn:catalog:CAS:MAM:24943. Source: http://ipt.calacademy.org:8080/ipt/resource.do?r=mam (source published on 2019-07-23)\thttp://portal.vertnet.org/o/cas/mam?id=urn-catalog-cas-mam-24943\t\t\t\tCAS\tMAM\t\tPreservedSpecimen\t\t\t\turn:catalog:CAS:MAM:24943\t24943\tCBC3\tC. B. Clark\t\tfemale\tadult\t\t\t\t\tSN\t\t\t\t\t\tSFSU\tMeasurements: 17 1/2-7.9-2 1/4-0.75 in; no wt. Skin only.\t\t\t\t\t\t\t\t\t\t\t1968-10-31\t\t305\t305\t1968\t10\t31\t31 Oct 1968\t\t\t\t\t\t\t\tNorth America; USA; California; San Francisco Co.\tNorth America\t\t\t\tUSA\t\tCalifornia\tSan Francisco Co.\t\tNear North Lake, Golden Gate Park, San Francisco.\t\t\t\t\t\t\t\t\t\t\t\t37.7700200000\t-122.5014300000\tNAD27\t241\t\t\t37.7700228000\t-122.5014321000\t\t\t\t\tKristina Yamamoto\t2002-12-01\tMaNIS georeferencing guidelines\tTerrain Navigator 5.03 USGS 1:24,000\tunverified\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tDouglas J. Long\t2000-05-26\t\t\t\t\t\tSciurus carolinensis pennsylvanicus\t\t\t\t\tAnimalia; Chordata; Mammalia; Rodentia; Sciuridae\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\tpennsylvanicus\t\t\t\t\t\t\t\t17\ttotal length\t1\t0.75\t1\tadult\tF\t\tCalifornia Academy of Sciences. CAS Mammalogy (MAM). Source: http://ipt.calacademy.org:8080/ipt/resource.do?r=mam (source published on 2019-07-23)\t6ce7290f-47f6-4046-8356-371f5b6749df\t66522820-055c-11d8-b84e-b8a03c50a862\tmflannery#calacademy.org\tMaureen Flannery\t2019-07-23\t2019-08-04\tno migrator\t0\t0\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2009-06-05 15:46:10.0\tCC0\t\t\tCalifornia Academy of Sciences. CAS Mammalogy (MAM). Record ID: urn:catalog:CAS:MAM:28420. Source: http://ipt.calacademy.org:8080/ipt/resource.do?r=mam (source published on 2019-07-23)\thttp://portal.vertnet.org/o/cas/mam?id=urn-catalog-cas-mam-28420\t\t\t\tCAS\tMAM\t\tPreservedSpecimen\t\t\tWeight=482.9 g.; Length=455.0 mm.\turn:catalog:CAS:MAM:28420\t28420\t\tUnknown\t\tfemale\tAdult\texternal characters\t\t\t\tTISSUE; SN\t\t\t\t\t\t\tWeight taken on 5 October 1995. Tail: 196.0 mm., HF: 60.0 mm., ear: 26.0 mm.\t\t\t\t\t\t\t\t\t\t\t1993-08-24\t\t236\t236\t1993\t8\t24\t24 August 1993\t\t\t\t\t\t\t\tNorth America; USA; California; San Mateo Co.\tNorth America\t\t\t\tUSA\t\tCalifornia\tSan Mateo Co.\t\tRedwood City\t\t\t\t\t\t\t\t\t\t\t\t37.4698300000\t-122.2227100000\tNAD27\t9469\t\t\t37.4698329000\t-122.2227144000\t\t\t\t\tJulian A. Kapoor\t2002-12-22\tMaNIS georeferencing guidelines\tTerrain Navigator 5.03 USGS 1:24,000\tunverified\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia; Chordata; Mammalia; Rodentia; Sciuridae\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\t\t\t\t\t\t\t\t455.0\ttotal length\t0\t482.9\t0\tAdult\tF\t\tCalifornia Academy of Sciences. CAS Mammalogy (MAM). Source: http://ipt.calacademy.org:8080/ipt/resource.do?r=mam (source published on 2019-07-23)\t6ce7290f-47f6-4046-8356-371f5b6749df\t66522820-055c-11d8-b84e-b8a03c50a862\tmflannery#calacademy.org\tMaureen Flannery\t2019-07-23\t2019-08-04\tno migrator\t0\t1\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2019-08-25 10:42:36.0\thttp://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tChicago Academy of Sciences. CHAS Mammalogy Collection (Arctos). Record ID: http://arctos.database.museum/guid/CHAS:Mamm:2019.1.74?seid=4307578. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=chas_mammals (source published on 2019-07-07)\thttp://arctos.database.museum/guid/CHAS:Mamm:2019.1.74\tCHAS\t113\t\tCHAS\tMammal specimens\t\tPreservedSpecimen\tmask part attribute location\t\tverbatim preservation date=2017-12-10 ; sex=male ; total length=504 mm; tail length=219 mm; weight=630 g; fat deposition=subcutaneous fat: heavy\thttp://arctos.database.museum/guid/CHAS:Mamm:2019.1.74?seid=4307578\tCHAS:Mamm:2019.1.74\t\tCollector(s): Steve Sullivan; Preparator(s): Yuqing Wang\t1\tmale\t\t\t\t\t\tskull; skin, study\t\t\t\t\t\tpreparator number=YW-02\t\thttp://arctos.database.museum/guid/CHAS:Mamm:2019.1.74\t\t\t\t\t<i>Sciurus carolinensis</i> (accepted ID) identified by Yuqing Wang on 2017-12-10; method: student Remark: Eastern gray squirrel.\t\t\t\t\t2014-11-04\t\t308\t308\t2014\t11\t04\tNov 4 2014\t\t\t\t\t\t\t\tNorth America, United States, Illinois, Cook County\tNorth America\t\t\t\tUnited States\t\tIllinois\tCook County\t\tPeggy Notebaert Nature Museum, 2430 North Cannon Drive, Chicago\tPNNM, Chicago, Cook, IL\t\t\t\t\t\t\t\t\tSteve Sullivan\t\t41.926469\t-87.634817\tnot recorded\t131\t\t\t\t\t\t\t\t\tSteve Sullivan\t2014-11-04\tGeoLocate\tGeoLocate\tunverified\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tA\t\tYuqing Wang\t2017-12-10\t\tstudent\tEastern gray squirrel.\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia; Chordata; Mammalia; Rodentia; Sciuridae; Sciurinae;\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\tspecies\t\t\t\tICZN\t\t\t504\ttotal length\t0\t630\t0\t\tmale\t\tChicago Academy of Sciences. CHAS Mammalogy Collection (Arctos). Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=chas_mammals (source published on 2019-07-07)\t4837d6b0-19fe-4fe4-9ddf-b62dd17a060e\tf2489500-dbab-4fbc-95ed-19eead127483\tdroberts#naturemuseum.org\tDawn Roberts\t2019-07-07\t2019-09-21\tno migrator\t0\t0\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2019-09-18 16:45:02.0\thttp://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tChicago Academy of Sciences. CHAS Mammalogy Collection (Arctos). Record ID: http://arctos.database.museum/guid/CHAS:Mamm:3720?seid=4235951. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=chas_mammals (source published on 2019-07-07)\thttp://arctos.database.museum/guid/CHAS:Mamm:3720\tCHAS\t113\t\tCHAS\tMammal specimens\t\tPreservedSpecimen\tmask part attribute location\t\tverbatim collector=E.V. Komarek ; sex=male ; unformatted measurements=TL: 435, T: 202, HF: 60, Et.: 363g ; total length=435 mm; tail length=202 mm; hind foot with claw=60 mm; weight=363 g\thttp://arctos.database.museum/guid/CHAS:Mamm:3720?seid=4235951\tCHAS:Mamm:3720\t\tCollector(s): Edwin V. Komarek\t1\tmale\t\t\t\t\t\tskull; skin, study\t\t\t\t\t\tUUID=149e86ee-2118-410f-8248-a0d859201335; secondary identifier=Scc-24\t\"INTERNAL NOTES: collection date listed as January 7, 1936 in Mammal Catalog Book (taped spine), but as \"January 1, 1936\" in 2nd Mammal Catalog Book, needs to be verified [A.King]. DATA HISTORY: Inventory catalogued/verified by Collections staff (2008-2010 inventory). Record last updated in Excel (prior to Arctos migration) by Dawn R. Roberts (2013-11-30). Date listed as entered in original FileMaker database: 1988-07-06.\"\thttp://arctos.database.museum/guid/CHAS:Mamm:3720\t\t\t\t\t<i>Sciurus carolinensis</i> (accepted ID) identified by unknown; method: legacy Remark: Eastern Gray Squirrel.<br><i>Sciurus carolinensis carolinensis</i> identified by unknown; method: legacy\t\t\t\t\t1936-01-01\t\t1\t1\t1936\t01\t01\t[transcribed directly into formatted date fields]\t\t\t\t\t\t\t\tNorth America, United States, Georgia, Charlton County\tNorth America\t\t\t\tUnited States\t\tGeorgia\tCharlton County\t\tChase Prairie, Okefenokee Swamp\tChase Prairie, Okefenokee Swamp, Georgia\t\t\t\t\t\t\t\t\tEdwin V. Komarek\tGeoreferenced by John Keating on 16 June 2015 [achinn 20 December 2018].\t30.816062\t-82.226234\tWorld Geodetic System 1984\t2435\t\t30.816062/-82.226234\t\t\tdecimal degrees\t\t\t\tEdwin V. Komarek\t1936-01-01\tGeoLocate\tGeoLocate\tunverified\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tA\t\tunknown\t\t\tlegacy\tEastern Gray Squirrel.\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia; Chordata; Mammalia; Rodentia; Sciuridae; Sciurinae;\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\tspecies\t\t\t\tICZN\t\t\t435\ttotal length\t0\t363\t0\t\tmale\t\tChicago Academy of Sciences. CHAS Mammalogy Collection (Arctos). Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=chas_mammals (source published on 2019-07-07)\t4837d6b0-19fe-4fe4-9ddf-b62dd17a060e\tf2489500-dbab-4fbc-95ed-19eead127483\tdroberts#naturemuseum.org\tDawn Roberts\t2019-07-07\t2019-09-21\tno migrator\t0\t0\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2018-02-28\thttps://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Record ID: 67dd2632-537e-11e6-9649-a4a3446a4726. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\thttp://portal.vertnet.org/o/cumv/mamm?id=67dd2632-537e-11e6-9649-a4a3446a4726\thttp://grbio.org/cool/i64g-wjcr\thttp://grbio.org/cool/67hr-z96t\t\tCUMV\tMamm\t\tPreservedSpecimen\t\t\t{\"hind foot length with claw in mm\":\"62\",\"stomach contents\":\"Masticated nut meats\",\"tail length in mm\":\"200\",\"total length in mm\":\"480\",\"weight\":\"515.3\",\"ear length from notch\":\"31\",\" left gonad length in mm\":\"26\",\" left gonad width in mm\":\"15\",\" right gonad length in mm\":\"26\",\" right gonad width in mm\":\"15\",\"weight unit\":\"g\" }\t67dd2632-537e-11e6-9649-a4a3446a4726\t16608\t\tDon Schoffler\t\tmale\t\tTestes scrotal\t\t\tpresent\tskeleton\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t1993-03-25\t\t84\t84\t1993\t3\t25\t1993-03-25\t\t\t\t\tcollecting method: shot\t\t\tNorth America | United States | New York | | | | |\tNorth America\t\t\t\tUnited States\tUS\tNew York\t\t\tSchuyler/Tompkins County, Cauyta Township, ~4.5 km ESE of Cayuta, Arnot Forest\tNorth America | United States | New York | Schuyler/Tompkins County, Cauyta Township, ~4.5 km ESE of Cayuta, Arnot Forest\t\t\t\t\t\t\t\t\t\t\t42.276659\t-76.655259\tWGS84\t3225\t\t\t\t\t\t\t\t\tDBCreator\t\t\t\trequires verification\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia | Chordata | Mammalia | Rodentia | Sciuridae | Sciurus\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\tspecies\t\t\t\tICZN\t\t\t480\ttotal length\t0\t515.3\t1\t\tmale\t\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\t35720b3e-aded-4b83-b4f1-967f1d457d6a\tcf9ceb80-9f3d-11da-b791-b8a03c50a862\tcbd63#cornell.edu\tCasey Dillman\t2018-07-02\t2018-07-03\t2018-01-08\t0\t0\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2018-02-28\thttps://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Record ID: 6806d370-537e-11e6-9649-a4a3446a4726. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\thttp://portal.vertnet.org/o/cumv/mamm?id=6806d370-537e-11e6-9649-a4a3446a4726\thttp://grbio.org/cool/i64g-wjcr\thttp://grbio.org/cool/67hr-z96t\t\tCUMV\tMamm\t\tPreservedSpecimen\t\t\t{\"hind foot length with claw in mm\":\"59\",\"tail length in mm\":\"163\",\"total length in mm\":\"440\",\"weight\":\"583.5\",\"ear length from notch\":\"26\",\"weight unit\":\"g\" }\t6806d370-537e-11e6-9649-a4a3446a4726\t21304\t\tEdward S. Thomas\t\tmale\tadult\tTestes scrotal 22 x 12 mm\t\t\tpresent\tstudy skin - 1; skeleton - 1; tissue (frozen) - 1\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t2010-04-06\t\t96\t96\t2010\t4\t6\t2010-04-06\t\t\t\t\t\t\t\tNorth America | United States | New York | Tompkins County | | | |\tNorth America\t\t\t\tUnited States\tUS\tNew York\tTompkins\t\tDryden Township, Ellis Hollow\tNorth America | United States | New York | Tompkins County | Dryden Township, Ellis Hollow\t\t\t\t\t\t\t\t\t\t\t42.42766\t-76.38849\tWGS84\t2078\t\t\t\t\t\t\t\t\tDBCreator\t2007-06-13\t\t\trequires verification\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia | Chordata | Mammalia | Rodentia | Sciuridae | Sciurus\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\tspecies\t\t\t\tICZN\t\t\t440\ttotal length\t0\t583.5\t1\tadult\tmale\t\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\t35720b3e-aded-4b83-b4f1-967f1d457d6a\tcf9ceb80-9f3d-11da-b791-b8a03c50a862\tcbd63#cornell.edu\tCasey Dillman\t2018-07-02\t2018-07-03\t2018-01-08\t0\t1\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2018-02-28\thttps://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Record ID: 6810ae67-537e-11e6-9649-a4a3446a4726. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\thttp://portal.vertnet.org/o/cumv/mamm?id=6810ae67-537e-11e6-9649-a4a3446a4726\thttp://grbio.org/cool/i64g-wjcr\thttp://grbio.org/cool/67hr-z96t\t\tCUMV\tMamm\t\tPreservedSpecimen\t\t\t{\"hind foot length with claw in mm\":\"64\",\"tail length in mm\":\"230\",\"total length in mm\":\"505\",\"weight\":\"580\",\"weight unit\":\"g\" }\t6810ae67-537e-11e6-9649-a4a3446a4726\t1832\t\tWilliam J. Hamilton Jr.\t\tmale\tadult\tTestes enlarged & descended\t\t\tpresent\tstudy skin - 1; skull - 1\t\t\t\t\t\t\tRec'd from W.J. Hamilton, Jr.\t\t\t\t\t\t\t\t\t\t\t1938-10-05\t\t278\t278\t1938\t10\t5\t1938-10-05\t\t\t\t\tcollecting method: killed by car\t\t\tNorth America | United States | New York | Tompkins County | | | |\tNorth America\t\t\t\tUnited States\tUS\tNew York\tTompkins\t\tNewfield\tNorth America | United States | New York | Tompkins County | Newfield\t\t\t\t\t\t\t\t\t\t\t42.362018\t-76.590778\tnot recorded (forced WGS84)\t3036\t\t\t\t\t\t\t\t\t\t\t\t\trequires verification\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia | Chordata | Mammalia | Rodentia | Sciuridae | Sciurus\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\tspecies\t\t\t\tICZN\t\t\t505\ttotal length\t0\t580\t1\tadult\tmale\t\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\t35720b3e-aded-4b83-b4f1-967f1d457d6a\tcf9ceb80-9f3d-11da-b791-b8a03c50a862\tcbd63#cornell.edu\tCasey Dillman\t2018-07-02\t2018-07-03\t2018-01-08\t0\t0\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2018-03-20\thttps://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Record ID: 681424b0-537e-11e6-9649-a4a3446a4726. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\thttp://portal.vertnet.org/o/cumv/mamm?id=681424b0-537e-11e6-9649-a4a3446a4726\thttp://grbio.org/cool/i64g-wjcr\thttp://grbio.org/cool/67hr-z96t\t\tCUMV\tMamm\t\tPreservedSpecimen\t\t\t{\"hind foot length with claw in mm\":\"71\",\"tail length in mm\":\"208\",\"total length in mm\":\"476\",\"weight\":\"455\",\"weight unit\":\"g\" }\t681424b0-537e-11e6-9649-a4a3446a4726\t3842\tWJHJ 2460\tWilliam J. Hamilton Jr.\t\tmale\tadult\tTestes small, not descended.\t\t\tpresent\tstudy skin - 1; skull - 1\t\t\t\t\t\t\tSkull broken but saved. Fleas preserved.; Received from W.J. Hamilton, Jr.\t\t\t\t\t\t\t\t\t\t\t1947-01-28\t\t28\t28\t1947\t1\t28\t1947-01-28\t\t\t\t\t\t\t\tNorth America | United States | New York | Tompkins County | | | |\tNorth America\t\t\t\tUnited States\tUS\tNew York\tTompkins\t\tIthaca Township, Cayuga Heights, Highland Road\tNorth America | United States | New York | Tompkins County | Ithaca Township, Cayuga Heights, Highland Road\t\t\t\t\t\t\t\t\t\t\t42.465699\t-76.490741\tWGS84\t1488\t\t\t\t\t\t\t\t\tDBCreator\t2009-08-26\t\t\trequires verification\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSciurus carolinensis leucotis\t\t\t\t\tAnimalia | Chordata | Mammalia | Rodentia | Sciuridae | Sciurus\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\tleucotis\tsubspecies\t\t\t\tICZN\t\t\t476\ttotal length\t0\t455\t1\tadult\tmale\t\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\t35720b3e-aded-4b83-b4f1-967f1d457d6a\tcf9ceb80-9f3d-11da-b791-b8a03c50a862\tcbd63#cornell.edu\tCasey Dillman\t2018-07-02\t2018-07-03\t2018-01-08\t0\t0\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2018-02-28\thttps://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Record ID: 68340671-537e-11e6-9649-a4a3446a4726. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\thttp://portal.vertnet.org/o/cumv/mamm?id=68340671-537e-11e6-9649-a4a3446a4726\thttp://grbio.org/cool/i64g-wjcr\thttp://grbio.org/cool/67hr-z96t\t\tCUMV\tMamm\t\tPreservedSpecimen\t\t\t{\"hind foot length with claw in mm\":\"63\",\"tail length in mm\":\"210\",\"total length in mm\":\"405\",\"weight\":\"557\",\"ear length from notch\":\"18\",\" left gonad length in mm\":\"25\",\" left gonad width in mm\":\"15\",\" right gonad length in mm\":\"32\",\" right gonad width in mm\":\"15\",\"weight unit\":\"g\" }\t68340671-537e-11e6-9649-a4a3446a4726\t17452\t\tDon Schoffler\t\tmale\t\t\t\t\tpresent\tskeleton\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t1993-03-25\t\t84\t84\t1993\t3\t25\t1993-03-25\t\t\t\t\tcollecting method: shot\t\t\tNorth America | United States | New York | | | | |\tNorth America\t\t\t\tUnited States\tUS\tNew York\t\t\tSchuyler/Tompkins County, Cauyta Township, ~4.5 km ESE of Cayuta, Arnot Forest\tNorth America | United States | New York | Schuyler/Tompkins County, Cauyta Township, ~4.5 km ESE of Cayuta, Arnot Forest\t\t\t\t\t\t\t\t\t\t\t42.276659\t-76.655259\tWGS84\t3225\t\t\t\t\t\t\t\t\tDBCreator\t\t\t\trequires verification\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia | Chordata | Mammalia | Rodentia | Sciuridae | Sciurus\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\tspecies\t\t\t\tICZN\t\t\t405\ttotal length\t0\t557\t1\t\tmale\t\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\t35720b3e-aded-4b83-b4f1-967f1d457d6a\tcf9ceb80-9f3d-11da-b791-b8a03c50a862\tcbd63#cornell.edu\tCasey Dillman\t2018-07-02\t2018-07-03\t2018-01-08\t0\t0\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2018-02-28\thttps://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Record ID: 6834ab99-537e-11e6-9649-a4a3446a4726. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\thttp://portal.vertnet.org/o/cumv/mamm?id=6834ab99-537e-11e6-9649-a4a3446a4726\thttp://grbio.org/cool/i64g-wjcr\thttp://grbio.org/cool/67hr-z96t\t\tCUMV\tMamm\t\tPreservedSpecimen\t\t\t{\"hind foot length with claw in mm\":\"62\",\"tail length in mm\":\"220\",\"total length in mm\":\"465\",\"weight\":\"536\",\"ear length from notch\":\"32\",\"weight unit\":\"g\" }\t6834ab99-537e-11e6-9649-a4a3446a4726\t18586\t\tDora E. Worbs\t\tfemale\t\t\t\t\tpresent\tstudy skin - 1; skeleton - 1\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t1995-11-02\t\t306\t306\t1995\t11\t2\t1995-11-02\t\t\t\t\tcollecting method: killed by cat\t\t\tNorth America | United States | New York | Tompkins County | | | |\tNorth America\t\t\t\tUnited States\tUS\tNew York\tTompkins\t\tCaroline Township, White Church & Ridgeway Roads, ~4.3 km S Brooktondale\tNorth America | United States | New York | Tompkins County | Caroline Township, White Church & Ridgeway Roads, ~4.3 km S Brooktondale\t\t\t\t\t\t\t\t\t\t\t42.3443\t-76.3857\tWGS84\t112\t\t\t\t\t\t\t\t\tDBCreator\t2009-01-26\t\t\trequires verification\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia | Chordata | Mammalia | Rodentia | Sciuridae | Sciurus\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\tspecies\t\t\t\tICZN\t\t\t465\ttotal length\t0\t536\t1\t\tfemale\t\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\t35720b3e-aded-4b83-b4f1-967f1d457d6a\tcf9ceb80-9f3d-11da-b791-b8a03c50a862\tcbd63#cornell.edu\tCasey Dillman\t2018-07-02\t2018-07-03\t2018-01-08\t0\t0\t0\t0\t0\tspecimen\t1", "PhysicalObject\t2018-02-28\thttps://creativecommons.org/publicdomain/zero/1.0/\t\thttp://vertnet.org/resources/norms.html\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Record ID: 68384b01-537e-11e6-9649-a4a3446a4726. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\thttp://portal.vertnet.org/o/cumv/mamm?id=68384b01-537e-11e6-9649-a4a3446a4726\thttp://grbio.org/cool/i64g-wjcr\thttp://grbio.org/cool/67hr-z96t\t\tCUMV\tMamm\t\tPreservedSpecimen\t\t\t{\"hind foot length with claw in mm\":\"70\",\"stomach contents\":\"Empty\",\"tail length in mm\":\"233\",\"total length in mm\":\"475\",\"weight\":\"512\",\"ear length from notch\":\"31\",\"weight unit\":\"g\" }\t68384b01-537e-11e6-9649-a4a3446a4726\t17444\t\tunknown\t\tfemale\t\tShrunken, abdominal\t\t\tpresent\tskeleton\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t1994-03-23\t\t82\t82\t1994\t3\t23\t1994-03-23\t\t\t\t\tcollecting method: shot\t\t\tNorth America | United States | New York | | | | |\tNorth America\t\t\t\tUnited States\tUS\tNew York\t\t\tSchuyler/Tompkins County, Cauyta Township, ~4.5 km ESE of Cayuta, Arnot Forest\tNorth America | United States | New York | Schuyler/Tompkins County, Cauyta Township, ~4.5 km ESE of Cayuta, Arnot Forest\t\t\t\t\t\t\t\t\t\t\t42.276659\t-76.655259\tWGS84\t3225\t\t\t\t\t\t\t\t\tDBCreator\t\t\t\trequires verification\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tSciurus carolinensis\t\t\t\t\tAnimalia | Chordata | Mammalia | Rodentia | Sciuridae | Sciurus\tAnimalia\tChordata\tMammalia\tRodentia\tSciuridae\tSciurus\t\tcarolinensis\t\tspecies\t\t\t\tICZN\t\t\t475\ttotal length\t0\t512\t1\t\tfemale\t\tCornell University Museum of Vertebrates. CUMV Mammal Collection. Source: http://ipt.vertnet.org:8080/ipt/resource.do?r=cumv_mamm (source published on 2018-07-02)\t35720b3e-aded-4b83-b4f1-967f1d457d6a\tcf9ceb80-9f3d-11da-b791-b8a03c50a862\tcbd63#cornell.edu\tCasey Dillman\t2018-07-02\t2018-07-03\t2018-01-08\t0\t0\t0\t0\t0\tspecimen\t1")
Below is the code I used to load the .txt file and create the 13 column data frame.
setwd()
install.packages("tidyverse")
library(tidyverse)
install.packages("lubridate")
library(lubridate)
install.packages("cowplot")
library(cowplot)
Sciurus_carolinensis_total <- readr::read_tsv("Sciurus_carolinensis_total.txt") %>% select(genus, specificepithet, sex, year, month, day, countrycode, stateprovince, county, decimallatitude, decimallongitude, lengthinmm, lengthtype)
Thank you for the help. It was far more simple a solution than I thought.
I would like to convert the following list into a list where all names are between " " (spaces)
I tried shQuote, gsub(" ", "", ) and these methods; Creating a comma separated vector, but no success so far...
George Ezra, Faith No More, Above & Beyond, Paloma Faith, Gavin James, DJ’s Waxfiend, Jebroer, Adje, Pop Evil, Jick munro & the amazing laserbeams, Robbie Williams, Avicii, The Script, Anouk, Kensington, Eagles of Death Metal, Dotan, The Wombats, Selah Sue, Shappard, John Coffey, Magic!, Joost van Bellen, East Camoran Folkcore, Foo Fighters, Pharrel Williams, Sam Smith, One Republic, Rise Agianst, De Jeugd van Tegenwoordig, Counting Crows, Fiddler’s Green, Thyphoon, Kovacs, Kitty, Daisy & Lewis, Oscar and the Wolf, Nick Mulvey, Urbanus, Willie Wartaal, Doppelgang, Ewert and the two dragons, Pierce Brothers,Kovacs, The Kendolls, Stringcaster, Sunday Sun, Toy Dolls, A$AP Rocky, Ride, Eskmo, Temples, The Pop Group, Blank Mass, Cairo Liberation Front, Daniel Norgren, Follakzoid, Ghost Culture, John Coffey, Kevin Morby, Kuenta I Tambu, Marmozets, Mourn, Patten, Sue The Night, The Coathangers, Tora, Vessels, The Libertines, Noel Gallagher’s High Flying Brids, Noel Gallagher, AltJ, Altj, Royal Blood, Sohn, The Jesus & Mary Chain, The Tallest Man On Earth, Black Mountain, Chet Faker, Death Cab For Cutie, Ear Sweatshirt, Evian Christ, Frist Aid Kit, Future Islands, Jonny Greenwood, Mew, Of Monsters And Men, The Vaccines, Ariel Pink, Alvvays, Wolf Alice, Weval, BADBADNOTGOOD, Bass Drum Of Death, Yak, Daniel Romand, Dan Dercon, Eagulls, Gengahr, Fickle friends, Steve Gunn, Liima, Hookworms, Kate Tempest, Kiasmds, Strand of Oaks, Little May , Matthew E. White, Metz, Off!, St. Paul, St. Paul & The Broken Bones, Pissed Jeans, Pretty Vicious, Reigning Sound, Outfit, Sunset Sons, Waxahatchee, Daniel Wilson, Yung Lean, Kindess, Hinds,Damien Rice, The War On Drugs, Iggy Pop, FKA Twigs, Patti Smith And Her Band Perform Horses, Flying Lotus, Fat Freddy’s Drop, Damian Jr Gong Marley, Alabama Shakes, The Gaslamp Killer, Max Richter, Motorpsycho, Goat, Songhoy Blues, Andrew Brid, Glass Animals, King Gizzard & The Lizard Wizard, Misun, JD MCPherson, Happyness, Dolomite Minor, Meridian Brothers, Death From Above 1979, Blaudzun, Oscar And The Wolf, Clark, Ghost Poet, Omar Souleyman, Rhye, Bejamin Booker, Orkesta Mendoza, Ganz,The Chemical Brothers, Patrick Watson, Bleachers, The War on Drugs, The Antlers, Hot Chip, Rico & Sticks, Awolnation
A simple strsplit() will do.
my.bands <- "George Ezra, Faith No More, Above & Beyond, Paloma Faith, Gavin James, DJ’s Waxfiend, Jebroer, Adje, Pop Evil, Jick munro & the amazing laserbeams, Robbie Williams, Avicii, The Script, Anouk, Kensington, Eagles of Death Metal, Dotan, The Wombats, Selah Sue, Shappard, John Coffey, Magic!, Joost van Bellen, East Camoran Folkcore, Foo Fighters, Pharrel Williams, Sam Smith, One Republic, Rise Agianst, De Jeugd van Tegenwoordig, Counting Crows, Fiddler’s Green, Thyphoon, Kovacs, Kitty, Daisy & Lewis, Oscar and the Wolf, Nick Mulvey, Urbanus, Willie Wartaal, Doppelgang, Ewert and the two dragons, Pierce Brothers,Kovacs, The Kendolls, Stringcaster, Sunday Sun, Toy Dolls, A$AP Rocky, Ride, Eskmo, Temples, The Pop Group, Blank Mass, Cairo Liberation Front, Daniel Norgren, Follakzoid, Ghost Culture, John Coffey, Kevin Morby, Kuenta I Tambu, Marmozets, Mourn, Patten, Sue The Night, The Coathangers, Tora, Vessels, The Libertines, Noel Gallagher’s High Flying Brids, Noel Gallagher, AltJ, Altj, Royal Blood, Sohn, The Jesus & Mary Chain, The Tallest Man On Earth, Black Mountain, Chet Faker, Death Cab For Cutie, Ear Sweatshirt, Evian Christ, Frist Aid Kit, Future Islands, Jonny Greenwood, Mew, Of Monsters And Men, The Vaccines, Ariel Pink, Alvvays, Wolf Alice, Weval, BADBADNOTGOOD, Bass Drum Of Death, Yak, Daniel Romand, Dan Dercon, Eagulls, Gengahr, Fickle friends, Steve Gunn, Liima, Hookworms, Kate Tempest, Kiasmds, Strand of Oaks, Little May , Matthew E. White, Metz, Off!, St. Paul, St. Paul & The Broken Bones, Pissed Jeans, Pretty Vicious, Reigning Sound, Outfit, Sunset Sons, Waxahatchee, Daniel Wilson, Yung Lean, Kindess, Hinds,Damien Rice, The War On Drugs, Iggy Pop, FKA Twigs, Patti Smith And Her Band Perform Horses, Flying Lotus, Fat Freddy’s Drop, Damian Jr Gong Marley, Alabama Shakes, The Gaslamp Killer, Max Richter, Motorpsycho, Goat, Songhoy Blues, Andrew Brid, Glass Animals, King Gizzard & The Lizard Wizard, Misun, JD MCPherson, Happyness, Dolomite Minor, Meridian Brothers, Death From Above 1979, Blaudzun, Oscar And The Wolf, Clark, Ghost Poet, Omar Souleyman, Rhye, Bejamin Booker, Orkesta Mendoza, Ganz,The Chemical Brothers, Patrick Watson, Bleachers, The War on Drugs, The Antlers, Hot Chip, Rico & Sticks, Awolnation"
my.bands.vector <- strsplit(my.bands, ', ')[[1]] ## you could probably stop here, but you asked for a list, which means something specific in R
my.bands.list <- as.list(my.bands.vector)
> str(my.bands.list)
List of 159
$ : chr "George Ezra"
$ : chr "Faith No More"
$ : chr "Above & Beyond"
$ : chr "Paloma Faith"
$ : chr "Gavin James"
[list output truncated]
And if you want to convert back to a string with 's in the string:
paste(shQuote(my.bands.list, type = "sh"), collapse = ', ')
[1] "'George Ezra', 'Faith No More', 'Above & Beyond', 'Paloma Faith', 'Gavin James', 'DJ’s Waxfiend', 'Jebroer', 'Adje', 'Pop Evil', 'Jick munro & the amazing laserbeams', 'Robbie Williams', 'Avicii', 'The Script', 'Anouk', 'Kensington', 'Eagles of Death Metal', 'Dotan', 'The Wombats', 'Selah Sue', 'Shappard', 'John Coffey', 'Magic!', 'Joost van Bellen', 'East Camoran Folkcore', 'Foo Fighters', 'Pharrel Williams', 'Sam Smith', 'One Republic', 'Rise Agianst', 'De Jeugd van Tegenwoordig', 'Counting Crows', 'Fiddler’s Green', 'Thyphoon', 'Kovacs', 'Kitty', 'Daisy & Lewis', 'Oscar and the Wolf', 'Nick Mulvey', 'Urbanus', 'Willie Wartaal', 'Doppelgang', 'Ewert and the two dragons', 'Pierce Brothers,Kovacs', 'The Kendolls', 'Stringcaster', 'Sunday Sun', 'Toy Dolls', 'A$AP Rocky', 'Ride', 'Eskmo', 'Temples', 'The Pop Group', 'Blank Mass', 'Cairo Liberation Front', 'Daniel Norgren', 'Follakzoid', 'Ghost Culture', 'John Coffey', 'Kevin Morby', 'Kuenta I Tambu', 'Marmozets', 'Mourn', 'Patten', 'Sue The Night', 'The Coathangers', 'Tora', 'Vessels', 'The Libertines', 'Noel Gallagher’s High Flying Brids', 'Noel Gallagher', 'AltJ', 'Altj', 'Royal Blood', 'Sohn', 'The Jesus & Mary Chain', 'The Tallest Man On Earth', 'Black Mountain', 'Chet Faker', 'Death Cab For Cutie', 'Ear Sweatshirt', 'Evian Christ', 'Frist Aid Kit', 'Future Islands', 'Jonny Greenwood', 'Mew', 'Of Monsters And Men', 'The Vaccines', 'Ariel Pink', 'Alvvays', 'Wolf Alice', 'Weval', 'BADBADNOTGOOD', 'Bass Drum Of Death', 'Yak', 'Daniel Romand', 'Dan Dercon', 'Eagulls', 'Gengahr', 'Fickle friends', 'Steve Gunn', 'Liima', 'Hookworms', 'Kate Tempest', 'Kiasmds', 'Strand of Oaks', 'Little May ', 'Matthew E. White', 'Metz', 'Off!', 'St. Paul', 'St. Paul & The Broken Bones', 'Pissed Jeans', 'Pretty Vicious', 'Reigning Sound', 'Outfit', 'Sunset Sons', 'Waxahatchee', 'Daniel Wilson', 'Yung Lean', 'Kindess', 'Hinds,Damien Rice', 'The War On Drugs', 'Iggy Pop', 'FKA Twigs', 'Patti Smith And Her Band Perform Horses', 'Flying Lotus', 'Fat Freddy’s Drop', 'Damian Jr Gong Marley', 'Alabama Shakes', 'The Gaslamp Killer', 'Max Richter', 'Motorpsycho', 'Goat', 'Songhoy Blues', 'Andrew Brid', 'Glass Animals', 'King Gizzard & The Lizard Wizard', 'Misun', 'JD MCPherson', 'Happyness', 'Dolomite Minor', 'Meridian Brothers', 'Death From Above 1979', 'Blaudzun', 'Oscar And The Wolf', 'Clark', 'Ghost Poet', 'Omar Souleyman', 'Rhye', 'Bejamin Booker', 'Orkesta Mendoza', 'Ganz,The Chemical Brothers', 'Patrick Watson', 'Bleachers', 'The War on Drugs', 'The Antlers', 'Hot Chip', 'Rico & Sticks', 'Awolnation'"
Here's the double quote version, notice that double quotes must be escaped.
paste(shQuote(my.bands.list, type = "cmd"), collapse = ', ')
[1] "\"George Ezra\", \"Faith No More\", \"Above & Beyond\", \"Paloma Faith\", \"Gavin James\", \"DJ’s Waxfiend\", \"Jebroer\", \"Adje\", \"Pop Evil\", \"Jick munro & the amazing laserbeams\", \"Robbie Williams\", \"Avicii\", \"The Script\", \"Anouk\", \"Kensington\", \"Eagles of Death Metal\", \"Dotan\", \"The Wombats\", \"Selah Sue\", \"Shappard\", \"John Coffey\", \"Magic!\", \"Joost van Bellen\", \"East Camoran Folkcore\", \"Foo Fighters\", \"Pharrel Williams\", \"Sam Smith\", \"One Republic\", \"Rise Agianst\", \"De Jeugd van Tegenwoordig\", \"Counting Crows\", \"Fiddler’s Green\", \"Thyphoon\", \"Kovacs\", \"Kitty\", \"Daisy & Lewis\", \"Oscar and the Wolf\", \"Nick Mulvey\", \"Urbanus\", \"Willie Wartaal\", \"Doppelgang\", \"Ewert and the two dragons\", \"Pierce Brothers,Kovacs\", \"The Kendolls\", \"Stringcaster\", \"Sunday Sun\", \"Toy Dolls\", \"A$AP Rocky\", \"Ride\", \"Eskmo\", \"Temples\", \"The Pop Group\", \"Blank Mass\", \"Cairo Liberation Front\", \"Daniel Norgren\", \"Follakzoid\", \"Ghost Culture\", \"John Coffey\", \"Kevin Morby\", \"Kuenta I Tambu\", \"Marmozets\", \"Mourn\", \"Patten\", \"Sue The Night\", \"The Coathangers\", \"Tora\", \"Vessels\", \"The Libertines\", \"Noel Gallagher’s High Flying Brids\", \"Noel Gallagher\", \"AltJ\", \"Altj\", \"Royal Blood\", \"Sohn\", \"The Jesus & Mary Chain\", \"The Tallest Man On Earth\", \"Black Mountain\", \"Chet Faker\", \"Death Cab For Cutie\", \"Ear Sweatshirt\", \"Evian Christ\", \"Frist Aid Kit\", \"Future Islands\", \"Jonny Greenwood\", \"Mew\", \"Of Monsters And Men\", \"The Vaccines\", \"Ariel Pink\", \"Alvvays\", \"Wolf Alice\", \"Weval\", \"BADBADNOTGOOD\", \"Bass Drum Of Death\", \"Yak\", \"Daniel Romand\", \"Dan Dercon\", \"Eagulls\", \"Gengahr\", \"Fickle friends\", \"Steve Gunn\", \"Liima\", \"Hookworms\", \"Kate Tempest\", \"Kiasmds\", \"Strand of Oaks\", \"Little May \", \"Matthew E. White\", \"Metz\", \"Off!\", \"St. Paul\", \"St. Paul & The Broken Bones\", \"Pissed Jeans\", \"Pretty Vicious\", \"Reigning Sound\", \"Outfit\", \"Sunset Sons\", \"Waxahatchee\", \"Daniel Wilson\", \"Yung Lean\", \"Kindess\", \"Hinds,Damien Rice\", \"The War On Drugs\", \"Iggy Pop\", \"FKA Twigs\", \"Patti Smith And Her Band Perform Horses\", \"Flying Lotus\", \"Fat Freddy’s Drop\", \"Damian Jr Gong Marley\", \"Alabama Shakes\", \"The Gaslamp Killer\", \"Max Richter\", \"Motorpsycho\", \"Goat\", \"Songhoy Blues\", \"Andrew Brid\", \"Glass Animals\", \"King Gizzard & The Lizard Wizard\", \"Misun\", \"JD MCPherson\", \"Happyness\", \"Dolomite Minor\", \"Meridian Brothers\", \"Death From Above 1979\", \"Blaudzun\", \"Oscar And The Wolf\", \"Clark\", \"Ghost Poet\", \"Omar Souleyman\", \"Rhye\", \"Bejamin Booker\", \"Orkesta Mendoza\", \"Ganz,The Chemical Brothers\", \"Patrick Watson\", \"Bleachers\", \"The War on Drugs\", \"The Antlers\", \"Hot Chip\", \"Rico & Sticks\", \"Awolnation\""