613 KiB
613 KiB
In [2]:
import json
import numpy as np
import pandas as pd
import requests
import ast
In [2]:
df = pd.DataFrame.from_dict(json.loads(open('../data/interim/urls.json').read()), orient='index', columns=['redirect'])
df = df.reset_index()
df.rename(columns={'index': 'url'}, inplace=True)
df.drop('redirect', axis=1, inplace=True)
df
Out[2]:
13357 rows × 1 columns
In [3]:
df.describe()
Out[3]:
| url | |
|---|---|
| count | 13357 |
| unique | 13357 |
| top | http://sidc.be/silso/home |
| freq | 1 |
In [8]:
def resolve(url):
print(url)
timeout = 30
head_final_code = head_url = head_chain = head_codes = head_elapsed = head_error = get_final_code = get_url = get_chain = get_codes = get_elapsed = get_error = ''
try:
head = requests.head(url, timeout=timeout, allow_redirects=True)
head_final_code = head.status_code
head_url = head.url
head_chain = [res.url for res in head.history]
head_codes = [res.status_code for res in head.history]
head_elapsed = head.elapsed.total_seconds()
except Exception as e:
head_error = e
try:
get = requests.get(url, timeout=timeout, allow_redirects=True)
get_final_code = get.status_code
get_url = get.url
get_chain = [res.url for res in get.history]
get_codes = [res.status_code for res in get.history]
get_elapsed = get.elapsed.total_seconds()
except Exception as e:
get_error = e
return dict(url=url,
head_final_code=head_final_code,
head_url=head_url,
head_chain=head_chain,
head_codes=head_codes,
head_elapsed=head_elapsed,
head_error=head_error,
get_final_code=get_final_code,
get_url=get_url,
get_chain=get_chain,
get_codes=get_codes,
get_elapsed=get_elapsed,
get_error=get_error)
In [9]:
resolve('https://doi.org/10.1007/978-3-030-30760-8_15')
https://doi.org/10.1007/978-3-030-30760-8_15
Out[9]:
{'url': 'https://doi.org/10.1007/978-3-030-30760-8_15',
'head_final_code': 200,
'head_url': 'https://link.springer.com/chapter/10.1007/978-3-030-30760-8_15',
'head_chain': ['https://doi.org/10.1007/978-3-030-30760-8_15',
'http://link.springer.com/10.1007/978-3-030-30760-8_15',
'https://link.springer.com/chapter/10.1007/978-3-030-30760-8_15',
'https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-30760-8_15'],
'head_codes': [302, 301, 303, 302],
'head_elapsed': 1.312367,
'head_error': '',
'get_final_code': 200,
'get_url': 'https://link.springer.com/chapter/10.1007/978-3-030-30760-8_15',
'get_chain': ['https://doi.org/10.1007/978-3-030-30760-8_15',
'http://link.springer.com/10.1007/978-3-030-30760-8_15',
'https://link.springer.com/chapter/10.1007/978-3-030-30760-8_15',
'https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-30760-8_15'],
'get_codes': [302, 301, 303, 302],
'get_elapsed': 0.354166,
'get_error': ''}
In [8]:
for index, row in df.iterrows():
if 'get_final_code' not in row or pd.isna(row['get_final_code']):
res = resolve(row['url'])
for key in res:
df.at[index, key] = str(res[key])
http://sidc.be/silso/home
https://bmrb.io/
http://www.pac.dfo-mpo.gc.ca/science/oceans/data-donnees/index-eng.html
https://www.cpc.ncep.noaa.gov/
http://cosmos.bot.kyoto-u.ac.jp/acytodb//cgi-bin/index.cgi?org=as
https://www.geochron.org/
http://ipt.taibif.tw/
https://www.ars-grin.gov/
https://data.seaiceportal.de
http://arabidopsis.info
https://isoarch.eu/
http://epi.minsal.cl/bases-de-datos/
https://tbindia.indiancst.com/GPMSTBTransportal/
https://www.chinare.org.cn/en/
https://brainbase.io
https://obis.org/
https://portal.conp.ca
https://aeronet.gsfc.nasa.gov/new_web/data.html
https://arch.library.northwestern.edu/
https://www.cvrgrid.org/
https://codeocean.com
https://disc.gsfc.nasa.gov
http://metabolonote.kazusa.or.jp
https://www.ncbi.nlm.nih.gov/genbank/
https://www.nist.gov/pml/atomic-spectra-database
https://www.trackhubregistry.org/
http://www.flyrnai.org/
http://www.hgvd.genome.med.kyoto-u.ac.jp/
https://fantom.gsc.riken.jp/
https://ladsweb.modaps.eosdis.nasa.gov/
http://archive.researchdata.leeds.ac.uk/
https://primatedatabase.com/
https://www.sccm.org/Research/Research/Discovery-Research-Network/VIRUS-COVID-19-Registry
http://biodb.swu.edu.cn/qprimerdb/
https://citrination.com/
http://datadryad.org/
https://geome-db.org/
https://microdata.fao.org/index.php/catalog
http://dsmnc.big.ac.cn/
http://bis.zju.edu.cn/pnatdb/
http://gtnpdatabase.org/
https://eng.geus.dk/products-services-facilities/data-and-maps/national-geophysical-database-gerda/
https://esrl.noaa.gov/gmd/dv/data/
https://www.ncdc.noaa.gov/cdo-web/
https://www.coris.noaa.gov/
https://alfred.med.yale.edu/alfred/index.asp
http://pcddb.cryst.bbk.ac.uk
https://www.ddbj.nig.ac.jp/biosample/index-e.html
https://bitbucket.org/
https://www.ala.org.au/
https://about.gitlab.com/
https://sourceforge.net/
https://launchpad.net
https://knowledge.brain-map.org/
https://iastate.figshare.com/
http://savannah.gnu.org/
https://www.nitrc.org/xnat/index.php
http://stellabase.org
http://ki.se/en/bionut/welcome-to-the-lci-facility
https://www.fair4health.eu/
https://datacatalogue.cessda.eu/
https://pairedomicsdata.bioinformatics.nl/
http://nematode.lab.nig.ac.jp/
https://datahub.hku.hk
https://meta.dasch.swiss/
https://asterweb.jpl.nasa.gov
https://www.ebi.ac.uk/bioimage-archive/
https://github.com/KeironO/omicsdb
https://adatbank.tarki.hu/en/
https://cran.r-project.org/
http://apps.socib.es/data-catalog/
http://alternaria.vbi.vt.edu/index.html
https://midasfieldguide.org/guide
https://trolling.uit.no/
https://www.covid19dataportal.org
https://db.cngb.org/gisaid/
https://hivdb.stanford.edu/
https://www.icpsr.umich.edu/web/pages/civicleads/index.html
https://www.ecdc.europa.eu/en
https://datacatalog.elixir-luxembourg.org/
https://www.canada.ca/en/services/environment/pollution-waste-management/national-pollutant-release-inventory.html
https://usda.library.cornell.edu/
https://www.nodc.noaa.gov/OC5/WOD/pr_wod.html
http://www.pazar.info/
https://protocols.io/welcome
https://scholarsbank.uoregon.edu/xmlui/
https://seabass.gsfc.nasa.gov/
https://asdc.larc.nasa.gov/
http://fcon_1000.projects.nitrc.org/indi/abide/
https://cddis.nasa.gov/
http://geodata-quintewest.opendata.arcgis.com/
https://cassavabase.org
https://data.gov.in/
https://datapub.fz-juelich.de/slcs/tropopause/
http://siox.sdsc.edu/
https://databasin.org/
https://www.io-warnemuende.de/data-portal.html
https://www.ebi.ac.uk/metabolights/
https://www.wovodat.org/
http://ipt.gbif.pt/ipt/
http://www-is.biotoul.fr
https://data.depositar.io/
https://www.jacq.org
https://dataverse.nl/
https://gudmap.org
http://www.isoelectricpointdb2.org
https://www.gbif.org
https://www.ebi.ac.uk/pdbe/emdb/empiar/
https://www.psychdata.de/index.php?main=none&sub=none&lang=eng
https://www.ine.es/dyngs/INEbase/en/operacion.htm?c=Estadistica_C&cid=1254736176755&menu=resultados&secc=1254736195616&idp=1254735576669#!tabs-1254736194796
https://www.nconemap.gov/
https://www.ebi.ac.uk/pdbe/
http://ascl.net/
http://www.marinedataarchive.eu
http://wikicell.big.ac.cn/index.php/Human
https://www.bodc.ac.uk/resources/inventories/edmed/search/
https://www.mmrrc.org/catalog/StrainCatalogSearchForm.php?search_query=KOMP%20Repository
http://rruff.geo.arizona.edu/AMS/amcsd.php
http://registry.euro-vo.org/eurovo/#landing_page
https://www.biosino.org/node
https://mistrals.sedoo.fr/
http://www.hcvivdb.org/
https://www.designsafe-ci.org/data/browser/public/
http://www.anzctr.org.au/
https://capacity-covid.eu/
https://modelseed.org/biochem
https://mhkdr.openei.org/
https://models.physiomeproject.org
http://www.ncbi.nlm.nih.gov/mapview/
https://nawi.openei.org/home
https://bigd.big.ac.cn/biocode
https://workflowhub.eu
https://ipt.laji.fi/ipt/
https://directory.bbmri-eric.eu/
http://ipt-benin.gbif.fr/
https://data.oceannetworks.ca/home?TREETYPE=1&LOCATION=11&TIMECONFIG=0
https://data.tpdc.ac.cn/en/
https://www.inptdat.de
http://bioinfo.life.hust.edu.cn/SAGD
https://www.gfz-potsdam.de/champ/
http://www.godac.jamstec.go.jp/darwin/e
http://archaeologydataservice.ac.uk/about.xhtml
http://wfleabase.org/
http://kr.cup.edu.in/
https://darchive.mblwhoilibrary.org/
http://hgpd.lifesciencedb.jp/cgi/
http://www.comgen.pl/mirex/
http://www.proteored.org
https://archive.materialscloud.org/
http://ipt.biodiversidad.co/sib/
https://www.who.int/emergencies/diseases/novel-coronavirus-2019/global-research-on-novel-coronavirus-2019-ncov
https://data.hpc.imperial.ac.uk
https://nda.nih.gov
http://www.gbif.se/ipt
https://data.openei.org/
https://orcid.org/my-orcid?orcid=0000-0003-1064-7468
https://fairdomhub.org/
http://clinicaltrials.gov/
https://www.openml.org/
https://web.expasy.org/abcd/
https://ngdc.cncb.ac.cn/idog/
https://gordonfoundation.ca/initiatives/datastream/
https://www.frdr-dfdr.ca/
https://paleobiodb.org/#/
http://www.ncbi.nlm.nih.gov/geo/
http://web.iodp.tamu.edu/LORE/
http://openbiodiv.net/
https://www.binhum.net
https://jws2.sysmo-db.org/
http://rapeseed.plantsignal.cn
https://asf.alaska.edu/
http://ipt.vertnet.org:8080/ipt/
https://www.aoml.noaa.gov/data-products/
https://www.esrl.noaa.gov/gmd/grad/surfrad/index.html
https://dataverse.scholarsportal.info/
https://www.ebi.ac.uk/ipd/nhkir/
https://www.citrusgenomedb.org/
http://agris.fao.org/agris-search/index.do
https://repository.dri.ie/
http://bccm.belspo.be/about-us/bccm-ulc
http://www.dknet.org
http://bigd.big.ac.cn/
https://www.qmenta.com/covid19-patients_ms/
http://www.aphidbase.com/
https://dataverse.tdl.org
https://europepmc.org
http://fcon_1000.projects.nitrc.org/
https://www.myexperiment.org/
https://www.softwareheritage.org/
http://bccm.belspo.be/about-us/bccm-dcg
http://toxico.nibiohn.go.jp/english/
http://gesdb.nhri.org.tw/
http://mips.gsf.de/genre/proj/yeast/index.jsp
https://www.ebi.ac.uk/pdbe/emdb/
http://rdocdb.nimh.nih.gov
http://benthgenome.qut.edu.au/
http://bugs.sgul.ac.uk/bugsbase/
https://knb.ecoinformatics.org
https://seismology.resif.fr/
http://portal.goa-on.org/Home
http://www.hydroshare.org
https://www.narsto.org/data_archive
http://www.flowrepository.org
https://data.eol.ucar.edu/
https://www.europeandataportal.eu/en
https://www.yeast-id.org/
http://scratchpads.org/
https://www.ncbi.nlm.nih.gov/genome
https://web.brc.riken.jp/en/
http://crispr.i2bc.paris-saclay.fr/
http://danbif.au.dk/ipt/
https://hub.ibisba.eu
http://www.ebi.ac.uk/eva/
https://vocabs.ardc.edu.au
https://data-search.nerc.ac.uk/geonetwork/srv/ger/catalog.search#/home
http://simbad.u-strasbg.fr/simbad/
http://biospecimens.ordr.info.nih.gov/default.aspx
https://www.pulsedb.org/
http://www.ncbi.nlm.nih.gov/Traces/home/
http://4dgeo.whoi.edu/shipdata/SDG_shipdata.html
https://uk-air.defra.gov.uk/data/
https://metazoa.ensembl.org/index.html
https://heidata.uni-heidelberg.de/dataverse/propylaeum
https://data.pnnl.gov/
http://ipt.madbif.mg/
https://researchdata.edu.au/
http://www.cellimagelibrary.org
https://mibig.secondarymetabolites.org/repository
http://oryzatagline.cirad.fr/
https://www.itis.gov/
http://visual.ariadne-infrastructure.eu/
http://www.accdc.com/
https://www.pgc.umn.edu/data/
http://www.ppmi-info.org
https://data.gbif.no/ipt/
http://ndar.nih.gov/
http://insects.eugenes.org/DroSpeGe/
http://geoportal-glues.ufz.de/
https://www.icpsr.umich.edu/web/pages/NAHDAP/index.html
http://www.bioemergences.eu
https://data.lib.vt.edu
http://kida.obs.u-bordeaux1.fr/
http://www.barcodinglife.com
http://www.ncbi.nlm.nih.gov/unists
https://www.mmrrc.org/
https://navigator.eumetsat.int/
https://www.eummcr.org/
http://waltzdb.switchlab.org
https://data.scielo.org/
http://www.geneprof.org
https://www.kbase.us
http://jaxmice.jax.org/
https://www.ebi.ac.uk/metagenomics/
https://www.opensnp.org
http://bccm.belspo.be/about-us/bccm-ihem
https://www.gisaid.org/
https://www.ncbi.nlm.nih.gov/snp/
https://public.sylics.com/
https://www.idigbio.org/
http://dida.ibsquare.be
http://ds.iris.edu/ds/nodes/dmc/data/#
https://www.bexis.uni-jena.de/
https://dass.credi.ba
http://iclac.org/databases/cross-contaminations/
http://cmbi.bjmu.edu.cn/Sdisease
https://www.synapse.org/
https://herv.img.cas.cz
http://workflows.scipion.i2pc.es/
http://www.ebi.ac.uk/ena
http://bccm.belspo.be/about-us/bccm-lmg
http://predictivenetworks.org/
https://www.ebi.ac.uk/ols/index
https://apgc.awi.de/
https://www.repository.cam.ac.uk/handle/1810/250394
https://data.imas.utas.edu.au/static/landing.html
https://www.ncbi.nlm.nih.gov/genome/gdv/
http://tropgenedb.cirad.fr/
https://www.ncei.noaa.gov/access/search/index
http://aslib.net
https://adattar.unideb.hu/
https://cebs.niehs.nih.gov/cebs/
https://www.norman-network.com/nds/susdat/
https://brainlife.io
http://yeast.sourceforge.net/
https://repository.surfsara.nl
https://moses-data.gfz-potsdam.de/onestop/#/
http://www.ncbi.nlm.nih.gov/genomes/GenomesHome.cgi?taxid=2759&hopt=html
https://snd.gu.se/en
http://www.ncbi.nlm.nih.gov/dbSTS/index.html
http://figshare.com/
https://github.com/
https://odc-sci.org
http://img.jgi.doe.gov/cgi-bin/m/main.cgi
http://www.nursa.org
https://www.ddbj.nig.ac.jp/jga
http://smart-api.info/registry
http://www.phosphorylation.biochem.vt.edu/
https://www.ncbi.nlm.nih.gov/biosample
https://copo-project.org/
https://www.seadatanet.org/Metadata/CDI-Common-Data-Index
https://nidagenetics.org/
http://SNPedia.com
https://medical-data-models.org
https://nas.er.usgs.gov/ipt/
https://nanohub.org/groups/nanomaterialregistry
https://ordo.open.ac.uk/
http://protists.ensembl.org/index.html
https://array.nci.nih.gov/caarray/home.action
http://bioinfo.curie.fr/ittaca
https://gin.g-node.org/
https://www.biosino.org/elmsg/index
https://earthref.org
https://nmrshiftdb.nmr.uni-koeln.de/
https://www.smir.ch
http://metacat.tfri.gov.tw/tfri
http://mepd.cos.uni-heidelberg.de/
https://data.isric.org/geonetwork/srv/fre/catalog.search#/home
http://www.medimed.cz
http://www.genenetwork.org/
http://barleybase.org
https://www.ill.eu/users/user-guide/after-your-experiment/data-management#c8867
http://www.EuroPhenome.org
http://www.splink.org.br/index?lang=en
http://archive.ceda.ac.uk/
http://www.vkm.ru/fungalDC.htm
http://ipt.biodiversity.aq/
http://hustedt.awi.de/default.aspx#ViewID=Home
http://www.indiaenvironmentportal.org.in/
http://www.sws.bom.gov.au/World_Data_Centre
http://www.plexdb.org/
https://www.scidb.cn/en
http://wiki-pain.org/vhosts/wikipaints/mediawiki-1.19.1/index.php/Main_Page
https://www.treebase.org
https://datacompass.lshtm.ac.uk/
https://heidata.uni-heidelberg.de/
http://ipt-mrbif.bebif.be/
https://data.ccca.ac.at/
https://tes.jpl.nasa.gov/data
https://scedc.caltech.edu/
http://www.broad.mit.edu/annotation/genome/magnaporthe_grisea/Home.html
https://chem-theatre.com
https://www.cprsurvey.org/
http://www.sisuproject.fi/
https://immport.org
https://biodare2.ed.ac.uk
https://mvid-central.org/
http://vibrism.neuroinf.jp/
https://ora.ox.ac.uk/
https://actris.nilu.no/
https://data.nhm.ac.uk/
https://data.pndb.fr/
http://idash.ucsd.edu/
https://www.seanoe.org/
https://www.icpsr.umich.edu/icpsrweb/nacjd/
https://biosimulators.org
https://ghrc.nsstc.nasa.gov/home/
http://www.ebi.ac.uk/pride/
http://pga.mgh.harvard.edu/primerbank/
https://www.canada.ca/en/health-canada/services/drugs-health-products/drug-products/drug-product-database.html
http://www.saeon.ac.za/data-portal-access
http://darwin.biochem.okstate.edu/lad/ilat/
https://vivli.org/
http://polydoms.cchmc.org
http://sabiork.h-its.org/
https://www.ebi.ac.uk/arrayexpress/
https://synbiohub.org
http://mimic.physionet.org/
http://srv00.recas.ba.infn.it/PMDB/main.php
https://www.ddbj.nig.ac.jp/dta/index-e.html
http://www.cabri.org
https://www.nibsc.org/ukstemcellbank
https://rdp.utas.edu.au
http://journaldata.zbw.eu/info
https://www.kaggle.com/datasets
https://peptracker.com/epd
http://arraymap.org
https://phaidra.cab.unipd.it/
http://www.ebi.ac.uk/thornton-srv/databases/CSA/
http://pgn.cornell.edu/
https://www.ebi.ac.uk/ipd/imgt/hla/
https://proteinensemble.org/
https://bigd.big.ac.cn/gwh/
https://data.ehealthireland.ie/
http://www.emodnet-biology.eu/
https://vectorbase.org/vectorbase/app
http://www.brainimaging.pt
http://nordicdb.org/
http://napp.u-psud.fr
https://arcticdata.io/
http://4dgeo.whoi.edu/jason
https://earthref.org/GERM/
https://www.zenodo.org
http://datacommons.cyverse.org/
https://www.emodnet-bathymetry.eu/
http://chinadatacenter.org/
http://www.umd.be/BRCA1/
http://www.ensembl.org/
http://www.brassicagenome.net/details.php
http://www.marine-geo.org/index.php
http://www.ncbi.nlm.nih.gov/genomes/PLANTS/PlantList.html
https://glycopost.glycosmos.org
http://greengenes.lbl.gov
https://ega-archive.org/
http://www.antweb.org
http://www.pdxfinder.org
https://shanoir.irisa.fr/
http://crmdr.org/
https://www.ncei.noaa.gov/products/world-ocean-atlas
https://ecbd.eu/
http://www.bio-mirror.net/
http://www.ncbi.nlm.nih.gov/sky/
https://portal.edirepository.org/
https://antibodyregistry.org/
https://scholexplorer.openaire.eu/#/
https://repository.jpostdb.org/
http://dx.doi.org/10.17632/4ykyr6g8j9.1
https://progenetix.org/
http://www.cellsignal.com/
https://www.nite.go.jp/nbrc/catalogue/
http://www.ebi.ac.uk/ipd/mhc
https://www.aad.org/member/practice/coronavirus/registry
http://bioportal.bioontology.org/
https://airs.jpl.nasa.gov/data/about-the-data/processing/
http://effectivedb.org
https://data.world
http://www.atcc.org/
https://www.morphosource.org/
https://www.eurobis.org
http://datf.cbi.pku.edu.cn
http://www.geneweaver.org
https://data.inrae.fr/
https://ada.edu.au
http://geoscenic.bgs.ac.uk/asset-bank/action/viewHome
https://dataverse.csuc.cat/
https://pub.uni-bielefeld.de/
https://oceancolor.gsfc.nasa.gov/
https://www.cbif.gc.ca/eng/home/?id=1370403266262
http://rise.genomics.org.cn/
https://fluxnet.org/
http://apps.cytoscape.org/apps/dynet
http://thebrain.bwh.harvard.edu/uniprobe/
http://www.elegansvariation.org
http://www.globalcarbonatlas.org
http://ecrystals.chem.soton.ac.uk/
https://glovis.usgs.gov
http://www.bindingdb.org
http://dblep.hupo.org.cn
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http://isoelectricpointdb.org/
http://www.peptideatlas.org
http://tumor.informatics.jax.org/mtbwi/index.do
http://gtrd.biouml.org/
http://www.hypoxiadb.com/
http://bovinegenome.org/
http://prodom.prabi.fr/
http://phospho.elm.eu.org/index.html
http://powo.science.kew.org/
http://ipavs.cidms.org
https://www.ncbi.nlm.nih.gov/labs/virus/vssi/#/
http://www.fludb.org
https://bipaa.genouest.org
https://gawsis.meteoswiss.ch/GAWSIS/index.html#/
https://bridgedb.github.io
http://maps.awi.de/awimaps/
https://selectome.unil.ch/
http://www.cathdb.info/
http://sea.edbc.org/
http://www.mirway.iitkgp.ac.in/
https://www.emidius.eu/AHEAD/
https://mistdb.com/
http://phenpath.biocomp.unibo.it/phenpath/
http://www.signaling-gateway.org
https://clae.fungalgenomics.ca/
http://denovo-db.gs.washington.edu/
http://www.geocase.eu/portal
http://hocomoco.autosome.ru/
http://www.glycome-db.org/showMenu.action?major=database
https://euhcvdb.lyon.inserm.fr/euHCVdb/
https://knetminer.com
http://www.cisred.org/
http://habanero.mssm.edu/methylomedb/index.html
https://bigd.big.ac.cn/edk/
http://bio.njfu.edu.cn/VDOG
http://structure.bioc.cam.ac.uk/platinum
http://www.ymdb.ca
https://www.vaccinium.org/
https://covid19.sfb.uit.no
http://itsonedb.cloud.ba.infn.it/index.jsp
http://primesdb.org/
https://icsd.fiz-karlsruhe.de/index.xhtml
http://www.earthchem.org
https://pdb-redo.eu
https://www.ncbi.nlm.nih.gov/genome/viruses/retroviruses/hiv-1/interactions/
http://linkprot.cent.uw.edu.pl/
http://mirnest.amu.edu.pl
http://viperdb.scripps.edu/index.php
https://emif-catalogue.eu
http://www.dommino.org
https://corkoakdb.org/
http://genome.jouy.inra.fr/yeastip/
http://www.biologie.ens.fr/diatomics/EST3
http://www.ebi.ac.uk/thornton-srv/databases/procognate/index.html
https://suprabank.org
http://zebrafishmine.org/
http://indexs.botanischestaatssammlung.de/
http://www.bbmri-eric.eu/scientific-collaboration/colorectal-cancer-cohort/
http://crdd.osdd.net/raghava/ccpdb/
http://atted.jp
http://www.prgdb.org
http://salmobase.org
http://genome3d.eu
http://firedb.bioinfo.cnio.es/
https://unite.ut.ee/index.php
http://omabrowser.org/oma/about/
http://data.un.org/
http://prism.ccbb.ku.edu.tr/hotregion
http://genolist.pasteur.fr/PhotoList/
http://psibase.kobic.re.kr/
http://caps.ncbs.res.in/SSTOSS/index.htm
http://plantrna.ibmp.cnrs.fr/
https://plantgenie.org
http://target.sbg.qb.fcen.uba.ar/patho/
http://plmd.biocuckoo.org/
https://www.brenda-enzymes.org/
http://www.ncbi.nlm.nih.gov/Taxonomy/Utils/wprintgc.cgi
http://www.monosaccharidedb.org/
https://www.ebi.ac.uk/patentdata
https://www.signalingpathways.org/index.jsf
http://rloop.bii.a-star.edu.sg/
https://bar.biocomp.unibo.it/bar3/
https://www.ngdc.noaa.gov/mgg/curator/curator.html
http://mycobrowser.epfl.ch/smegmalist.html
http://intermine.org/
https://www.datanator.info
https://asap.ahabs.wisc.edu/asap/home.php
http://www.chr7.org
http://c1.accurascience.com/siRecords/
http://sbi.imim.es/archdb
http://tandem.bu.edu/cgi-bin/trdb/trdb.exe
http://eebgroups.princeton.edu/lucapedia/index.html
https://www.ncbi.nlm.nih.gov/Structure/cdd/cdd.shtml
https://www.ocean-ops.org/board
http://www.fao.org/faostat/en/#data
http://4dx.embl.de/4DXpress
https://www.biodiversity.aq/
http://cheminfo.charite.de/withdrawn/
http://www.proteomexchange.org/
http://edgar.biocomp.unibo.it/
http://rfam.xfam.org/
http://www.zfishbook.org
https://plasmodb.org
http://www.facesoffungi.org/
http://www.ebi.ac.uk/pdbe-srv/pdbechem/
http://www.bioinformatics.org/regulator
http://compbio.dfci.harvard.edu/tgi/
https://www.covid19-druginteractions.org/
https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html
http://www.agbase.msstate.edu/
http://greenc.sciencedesigners.com/
https://www.eia.gov/
http://cerevisiae.oridb.org/
https://tropicaldatahub.org/
https://www.catalogueoflife.org/
http://www.vbase2.org
http://www.kupkb.org
https://www.ebi.ac.uk/biomodels/
http://webapps2.ucalgary.ca/~groupii
http://oaflux.whoi.edu/
http://lincsportal.ccs.miami.edu/dcic-portal/
http://www.agtrials.org/
http://compbio.mit.edu/HaploReg
https://ioos.us/
http://amoebadb.org
https://github.com/OHDSI/CommonEvidenceModel
https://arphahub.com/
https://www.grand.networkmedicine.org
http://rospath.ewha.ac.kr/
http://bykdb.ibcp.fr
http://www.wholecellkb.org
https://www.ebi.ac.uk/ipd/estdab/
http://bgee.org
http://www.genomernai.org
http://genolist.pasteur.fr/ListiList/
https://civicdb.org/
http://cgl.imim.es/fcp/
http://www.bigdatau.org/about_erudite
http://mirandola.iit.cnr.it/
http://compluyeast2dpage.dacya.ucm.es
http://www.oreganno.org/
http://nematode.net
https://scicrunch.org
http://www.imgt.org
http://trichdb.org/trichdb/
https://earthworks.stanford.edu/
http://bioinformatics.charite.de/supertarget
http://db-mml.sjtu.edu.cn/SecReT4/
http://cbeo.communitymodeling.org/index.php
https://www.humanmine.org/
http://www.bloodspot.eu
http://biodev.extra.cea.fr/interoporc/
https://www.wzgenomics.cn/mirdnmr/
http://urgi.versailles.inra.fr/GrapeMine
https://antismash-db.secondarymetabolites.org/
http://www.dpvweb.net
https://bigd.big.ac.cn/lsd/
http://dibs.enzim.ttk.mta.hu
http://www.yeastrc.org/pdr/
https://eyegene.nih.gov
http://possum.cbrc.jp/PoSSuM/
http://bioinformatics.hsanmartino.it/clima2/
http://intermine.modencode.org/
https://urgi.versailles.inra.fr/gnpis
https://climate4impact.eu/impactportal/general/index.jsp
https://core.ac.uk
http://cbm.bio.uniroma2.it/surface
http://cossmos.slu.edu
https://epd.epfl.ch/
https://neurovault.org/
http://www.bioinfo.org/drvis/index.php
http://arabidopsis.med.ohio-state.edu
http://mirgenedb.org
http://fungidb.org
https://yambase.org/
https://www.ncbi.nlm.nih.gov/biosystems/
https://datenzentrum.bonares.de/research-data.php
https://bar.utoronto.ca/thalemine
https://www.ncbi.nlm.nih.gov/gene
http://redfly.ccr.buffalo.edu/
http://bitterdb.agri.huji.ac.il/bitterdb/dbbitter.php
https://www.ncbi.nlm.nih.gov/genome/annotation_prok/tigrfams/
http://www.pancreasexpression.org/
http://priam.prabi.fr/
http://genolist.pasteur.fr/MypuList/
https://cloudflame.kaust.edu.sa
http://senselab.med.yale.edu/OrDB/
http://bigg.ucsd.edu
https://rowopendata-rmw.opendata.arcgis.com/
https://ssl.fao.org/glis
http://wikidata.org/
https://www.glygen.org/
https://earthdata.nasa.gov/
http://hgtree.snu.ac.kr
https://chlamdb.ch/
http://pranag.physics.iisc.ernet.in/thgs/
http://cansar.icr.ac.uk
https://www.alliancegenome.org
https://cera-www.dkrz.de/WDCC/ui/cerasearch/
http://pocketome.org
https://www.flymine.org
http://www.probebase.net
https://www.surechembl.org
http://www.noncode.org
https://rnacentral.org
http://www.peroxisomedb.org
http://metalpdb.cerm.unifi.it/
http://cluster.physics.iisc.ernet.in/cadb/
https://www.spatialomics.org/SpatialDB/
http://hymenopteragenome.org/hymenopteramine/
http://idp1.force.cs.is.nagoya-u.ac.jp/pscdb/
https://rebuildingakidney.org
http://sfld.rbvi.ucsf.edu/
https://www.re3data.org/
http://www.ebi.ac.uk/merops/
http://addiction-proteomics.org/
http://ted.bti.cornell.edu
http://www.lipidmaps.org
http://dfam.org/
http://medgen.ugent.be/rtprimerdb/
https://www.ebi.ac.uk/interpro
https://www.ddbj.nig.ac.jp/ddbj
https://cgsc.biology.yale.edu/
https://acsn.curie.fr/ACSN2/ACSN2.html
https://pford.info/refolddb/
http://hpidb.igbb.msstate.edu/
http://www.cdfd.org.in/insatdb
https://bartoc.org/
https://mines.legumeinfo.org/chickpeamine
http://bioinfo.hrbmu.edu.cn/diseasemeth
http://www.cs.tau.ac.il/~spike/
http://www.planteome.org
http://crop-pal.org/
http://cutdb.burnham.org
https://www.patricbrc.org/
https://www.ebi.ac.uk/thornton-srv/m-csa/
http://www.cleanex.isb-sib.ch/
http://genolist.pasteur.fr/Colibri/
https://www.prodoric.de/
http://www.wormbase.org/
https://www.wormqtl-hd.org/xqtl_panacea/molgenis.do
http://methycancer.psych.ac.cn/
https://emerge.mc.vanderbilt.edu/
https://microbiomedata.org/
https://signor.uniroma2.it/user_guide.php
http://vest.agrisemantics.org/
http://www.t3db.ca/
http://igs-server.cnrs-mrs.fr/FusionDB/
http://ophid.utoronto.ca/ophidv2.204/
http://mfib.enzim.ttk.mta.hu
http://www.agrold.org/
https://www.ncbi.nlm.nih.gov/structure
https://bioinfo.cristal.univ-lille.fr/norine
http://centrosome.cnb.csic.es
http://www.syfpeithi.de/
https://www.ncbi.nlm.nih.gov/research/cog/
http://distild.jensenlab.org
http://so.qbic.riken.jp/wddd/cdd/index.html
http://mips.helmholtz-muenchen.de/phenodis/
https://www.thegpm.org/GPMDB/index.html
https://www.guidetopharmacology.org
http://translocatome.linkgroup.hu
https://www.elixir-europe.org/services/database/idsm
http://www.ncbi.nlm.nih.gov/RefSeq/
http://lisanwanglab.org/DASHR
http://www.rbp-var.biols.ac.cn/
https://nbnatlas.org/
https://portal.enes.org/c3web
http://drtf.cbi.pku.edu.cn/
http://www.actrec.gov.in:8080/pdzscape/
https://bigd.big.ac.cn/gwas/
http://www.arachnoserver.org
https://www.ebi.ac.uk/interpro/genomeproperties
http://soykb.org/
https://wangapd3.com/main.php
https://www.scbit.org/dbdepc3/index.php
http://microkit.biocuckoo.org/
http://www.wholecellsimdb.org
https://www.ebi.ac.uk/complexportal/
http://epsf.bmad.bii.a-star.edu.sg/cube/db/html/home.html
http://bnaber.org/
http://gene3d.biochem.ucl.ac.uk
http://proteom.biomed.cas.cz/
http://www.citeab.com
https://citrusgreening.org
http://t1dbase.org/
http://www.orphadata.org/
https://jglobal.jst.go.jp/en
http://dcv.uhnres.utoronto.ca/SCRIPDB
http://www.mycobank.org
https://reactome.org
http://regenbase.org
http://dpdb.uab.es/dpdb/dpdb.asp
http://www.chibi.ubc.ca/Gemma
http://wikipathways.org
http://www.dictybase.org
http://adhd.psych.ac.cn/
https://plasmid.med.harvard.edu/PLASMID/Home.xhtml
https://www.ncbi.nlm.nih.gov/IEB/Research/Acembly/
http://projects.tcag.ca/autism
https://www.crossref.org/
http://nmr.cmbi.ru.nl/NRG-CING
http://www.deathdomain.org
http://www.enzyme-database.org
http://lipidbank.jp/index.html
http://bioinformatics.psb.ugent.be/orcae/
http://cucurbitgenomics.org
http://icg.big.ac.cn/index.php/Main_Page
http://metacrop.ipk-gatersleben.de
https://dmdd.org.uk
http://www.chemspider.com/
https://mines.legumeinfo.org/beanmine
http://aclame.ulb.ac.be/
http://www.ncbi.nlm.nih.gov/VecScreen/UniVec.html
http://plantgrn.noble.org/LegumeIP/
http://sideeffects.embl.de
http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=cancerchromosomes
https://www.genecards.org/
https://virtualflybrain.org
http://planttfdb.cbi.pku.edu.cn
http://supfam.org/SUPERFAMILY/dcGO/index.html
http://www.binfo.ncku.edu.tw/TAG/GeneDoc.php
http://dorina.mdc-berlin.de
http://www.cas.org/content/chemical-substances
http://www.glycosciences.de/database/
http://www.ccdc.cam.ac.uk/solutions/csd-system/components/csd/
https://d-place.org
http://www.mousemine.org
http://ptmcode.embl.de
http://www.pantherdb.org
https://www.chd7.org/
http://www.type2diabetesgenetics.org/
https://www.animalgenome.org/cgi-bin/QTLdb/index
https://rnajunction.ncifcrf.gov/
http://repeatsdb.bio.unipd.it/
http://knotprot.cent.uw.edu.pl/
http://smart.embl.de
http://geodata.grid.unep.ch/
http://www.hemiptera-databases.org/flow/
http://locate.imb.uq.edu.au/
https://planosphere.stowers.org/
https://www.nextprot.org
http://www.ithanet.eu
https://mitimpact.css-mendel.it/
http://www.wheatgenome.info/wheat_genome_databases.php
http://eggnog.embl.de
https://map.sarig.sa.gov.au/
https://www.discovery.closer.ac.uk/
https://www.gwascentral.org/
http://dolbico.org/
https://neurodata.io/project/ocp/
http://mitominer.mrc-mbu.cam.ac.uk
http://www.unicarbkb.org
http://juniper.health.unm.edu/tcrd/
http://www.cangem.org/
https://healthdatagateway.org
http://www.rhea-db.org
https://www.covid19dataindex.org/
https://data.csiro.au/collections
http://www.ispybio.com/
https://dnamod.hoffmanlab.org/
https://massbank.eu/MassBank/
https://www.earthsystemgrid.org/
http://molmedb.upol.cz
http://www.thebiogrid.org
http://data.kew.org/cvalues/
https://www.physionet.org/
http://comppi.linkgroup.hu/
http://opig.stats.ox.ac.uk/webapps/newsabdab/therasabdab
https://www.ionomicshub.org/home/PiiMS
http://wiki.linked.earth/Main_Page
https://bigd.big.ac.cn/methbank/
http://autosnpdb.appliedbioinformatics.com.au
https://www.neotomadb.org/
http://data.permasense.ch/
https://proteininformationresource.org/pirwww/dbinfo/pirsf.shtml
https://genomics.senescence.info/
http://data.cuahsi.org/
http://www.genesigdb.org
https://img.jgi.doe.gov/vr/
https://strongmotioncenter.org/vdc/scripts/default.plx
http://ctdbase.org/
https://veupathdb.org/veupathdb/app/
http://genometrafac.cchmc.org
https://www.lens.org/
https://www.astm.org/Standard/standards-and-publications.html
http://mammoth.bcm.tmc.edu/ETserver.html
https://earthexplorer.usgs.gov/
https://www.ncis.org.au/
http://isgi.unistra.fr/
https://www.hep-druginteractions.org/
http://www.ncbi.nlm.nih.gov/protein
http://www.lbgi.fr/balibase/
https://rosap.ntl.bts.gov/
https://modelzoo.co/
http://virusmentha.uniroma2.it/
https://geology-ags-aer.opendata.arcgis.com/
https://web.expasy.org/cellosaurus/
http://subtiwiki.uni-goettingen.de
http://www.lias.net/
http://www.rhesusbase.org
http://www.genomeindia.org/biocuration
http://www.probonto.org
https://isni.org/page/search-database/
http://nsidc.org/data/
https://bigd.big.ac.cn/idog/
https://preview.grid.unep.ch/index.php?preview=about&lang=eng
http://www.unimod.org
https://urgi.versailles.inra.fr/WheatMine/begin.do
https://hive.biochemistry.gwu.edu/tools/bioxpress/
http://cnidbase.com/index.cgi
http://amp.pharm.mssm.edu/datasets2tools/
http://igdb.nsclc.ibms.sinica.edu.tw
http://pid.nci.nih.gov/
http://interactome.baderlab.org/
http://discovery.informatics.uab.edu/beere/
http://gmd.mpimp-golm.mpg.de/
http://exac.broadinstitute.org/
https://www.hiv-druginteractions.org/
http://sms.cbi.cnptia.embrapa.br/SMS/index_s.html
http://flybase.org/
http://psb.kobic.re.kr/stap/refinement/
https://www.cbrc.kaust.edu.sa/des_tomato/home/index.php
https://exbio.wzw.tum.de/digger/
http://www.hmtdb.uniba.it
http://wodaklab.org/iRefWeb/
http://www.orthodb.org/v9/
http://archaea.ucsc.edu
http://mycobrowser.epfl.ch/marinolist.html
http://peroxibase.toulouse.inra.fr/
http://structure.bmc.lu.se/idbase/KinMutBase/
http://www.h-invitational.jp/hinv/ahg-db/index.jsp
http://mycoCLAP.fungalgenomics.ca
http://www.funtree.info/FunTree/
http://hogenom.univ-lyon1.fr/
http://www.phylogenes.org/
http://wdc.kugi.kyoto-u.ac.jp/index.html
http://www.cazy.org/
http://dbtss.hgc.jp
http://ddiem.phenomebrowser.net/
http://www.rhesusbase.org/drugDisc/CAM.jsp
http://hipathdb.kobic.re.kr
http://targetmine.mizuguchilab.org/targetmine
http://pbil.univ-lyon1.fr/RTKdb/
http://www.bioinf.manchester.ac.uk/dbbrowser/sprint/
http://floradobrasil.jbrj.gov.br/reflora/herbarioVirtual
http://influenza.psych.ac.cn/
http://www.unidata.ucar.edu/data/
https://cancer-druginteractions.org/
http://flyatlas.gla.ac.uk/FlyAtlas2/index.html
http://www.coryneregnet.de/
https://chem.nlm.nih.gov/chemidplus/
http://www.ppepdr.net/
http://db-mml.sjtu.edu.cn/ICEberg/
http://aptamerbase.semanticscience.org/
http://www.humanconnectome.org
http://stormo.wustl.edu/ScerTF/
https://crisprcas.i2bc.paris-saclay.fr/
http://miRTarBase.mbc.nctu.edu.tw
http://rrndb.umms.med.umich.edu/
http://bacmap.wishartlab.com
https://mips.helmholtz-muenchen.de/corum/
http://fly.glycoinfo.org/
http://hscl.cimr.cam.ac.uk/bloodexpress/
http://cfgp.snu.ac.kr
http://www.genomesize.com
http://stemcellinformatics.org/
https://bigd.big.ac.cn/lncbook/index
https://digital.csic.es/handle/10261/204074
http://oligogenome.stanford.edu/
http://equilibrator.weizmann.ac.il
http://www.begdb.org/
https://chomine.boku.ac.at/chomine
http://drugcentral.org/
http://immunet.cn/mimodb
http://www.compsysbio.org/bacteriome/
http://www.germonline.org/index.html
http://flypush.imgen.bcm.tmc.edu/pscreen/
https://tcdb.org/
https://www.humancyc.org/
http://funcoup.sbc.su.se/
http://www.microrna.gr/tarbase
https://www.data.gov/
http://cdb.ics.uci.edu
http://crdd.osdd.net/raghava/proglycprot
https://orcs.thebiogrid.org/
https://www.ncdc.noaa.gov/data-access/paleoclimatology-data
http://hmpdacc.org/
http://mutdb.org/
https://rda.ucar.edu
http://stab.comp-sysbio.org
http://phenom.ccbr.utoronto.ca/
http://crdd.osdd.net/servers/virsirnadb
http://www.unimd.org/dnmivd/
http://www.iitm.ac.in/bioinfo/PROXiMATE/index.html
http://www.swisslipids.org/#/
http://www.epifactors.autosome.ru/
http://satellog.bcgsc.ca/
https://portal.aoos.org/
http://www.unicarb-db.org
http://www.orthomam.univ-montp2.fr/orthomam/html/
https://mines.legumeinfo.org/cowpeamine
http://www.iith.ac.in/EK3D/
https://silkpathdb.swu.edu.cn/
http://ich.vscht.cz/projects/dolce/viewHome
http://ccgd-starrlab.oit.umn.edu/
http://abc.med.cornell.edu/pdzbase
https://togovar.biosciencedbc.jp/
http://integbio.jp/rdf/
http://ecoliwiki.net
http://bidd.nus.edu.sg/group/trmp/trmp_ns.asp
http://vibez.informatik.uni-freiburg.de
https://www.iers.org/IERS/EN/Home/home_node.html
https://intermagnet.github.io/
https://www.ncbi.nlm.nih.gov/dbvar/
http://www.gpnotebook.co.uk
http://metasra.biostat.wisc.edu/
https://rruff.info/
http://genolist.pasteur.fr/LegioList/
http://georem.mpch-mainz.gwdg.de/
https://polyasite.unibas.ch/
http://www.homd.org/
http://www.convart.org/
http://ppdb.agr.gifu-u.ac.jp
http://www.cicer.info/databases.php
http://ehco.iis.sinica.edu.tw/
https://www.waterqualitydata.us/
http://ipt.biodiversity.be/
http://www.kazusa.or.jp/rouge/
http://rasp.zhanglab.net
https://www.dbpedia.org/
https://discover.blackfynn.com
https://sweetpotatobase.org/
http://www.oceandataportal.net/portal/portal/odp-theme/home
http://elm.eu.org
http://www.xenmine.org/xenmine
http://www.omicsdb.org/
http://www.nmpdr.org
http://urgi.versailles.inra.fr/Genefarm/index.htpl
http://inparanoid.sbc.su.se/cgi-bin/index.cgi
http://giardiadb.org
http://www.greenphyl.org
https://toxodb.org
http://tuberculist.epfl.ch/
https://tissues.jensenlab.org/
http://pir.georgetown.edu/resid/
http://pgdbj.jp/pages/index.html?dir=&page=od&ln=en
https://litterbase.awi.de
http://HDDSExplorer.usgs.gov
https://www.crop-diversity.org/mgis/
https://www.pggsnv.org
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http://gene-networks.org/
http://codm.hzg.de/codm
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http://www.exocarta.org
http://www.ebi.ac.uk/gxa
http://bioinfo.life.hust.edu.cn/AnimalTFDB/
http://www.aspgd.org
http://www.cadre-genomes.org.uk
http://www.bioinsilico.org/CAPSDB
https://klifs.net
http://apps.sanbi.ac.za/dampd/
http://www.hpppi.iicb.res.in/btox/
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http://signalink.org/
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http://bioinfo.iitk.ac.in/MIPModDB/
https://gold.jgi.doe.gov/
http://www.ideal.force.cs.is.nagoya-u.ac.jp/IDEAL/
http://www.iiserpune.ac.in/~coee/histome/
http://virhostnet.prabi.fr
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http://biodev.cea.fr/interevol/
http://www.minas.uzh.ch
http://apid.dep.usal.es/
http://mentha.uniroma2.it/
https://registry.identifiers.org/
http://ncg.kcl.ac.uk/
http://pfam.xfam.org/
http://www.receptors.org/nucleardb
http://ogeedb.embl.de
http://snpeffect.switchlab.org
http://www.disprot.org/
http://compbio.uthsc.edu/miRSNP/
http://pcidb.russelllab.org/
http://www.protonet.cs.huji.ac.il/
http://www.mirbase.org/
http://www.yeastgenome.org/
http://scop.mrc-lmb.cam.ac.uk/scop
http://autismkb.cbi.pku.edu.cn/
http://indel.bioinfo.sdu.edu.cn
http://srv00.recas.ba.infn.it/mitozoa/
http://www-bionet.sscc.ru/sitex/
http://www.fruitfly.org/EST/index.shtml
https://www.metanetx.org/
http://caps.ncbs.res.in/pass2/
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http://www.mgc.ac.cn/VFs/
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http://modomics.genesilico.pl/
http://cellfinder.org/
http://www.allergome.org/
http://www.h-invitational.jp/evola/search.html
http://telomerase.asu.edu
http://pig.genomics.org.cn/
http://www.phosphosite.org
http://supfam.org
http://www.candidagenome.org/
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https://mines.legumeinfo.org/soymine
http://mbs.cbrc.jp/pdbreprdb-cgi/reprdb_menu.pl
http://www.drugbank.ca/
https://ncbr.muni.cz/ChannelsDB/
http://locustmine.org:8080/locustmine/begin.do
http://medicmine.jcvi.org/medicmine
http://www.ebi.ac.uk/GOA
http://www.bioinf.manchester.ac.uk/dbbrowser/PRINTS/PRINTS.html
http://bovinegenome.org/bovinemine
https://mycocosm.jgi.doe.gov/mycocosm/home
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http://www.mitoproteome.org/
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http://genomics.cicbiogune.es/VerSeDa/index.php
http://microsporidiadb.org/micro/
https://clinepidb.org
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http://eugenes.org/
http://www.ncbi.nlm.nih.gov/genomes/VIRUSES/viruses.html
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http://genolist.pasteur.fr/
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http://neuromorpho.org/
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http://www.pathwaycommons.org
http://arpcard.mcmaster.ca
https://bigd.big.ac.cn/nucmap/
http://mtd.cbi.ac.cn/
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http://ligand-depot.rutgers.edu/
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http://www.shigen.nig.ac.jp/rice/oryzabase/
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http://yeastmine.yeastgenome.org/yeastmine
http://pbil.univ-lyon1.fr/databases/hovergen.html
https://comptox.epa.gov/dashboard
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http://pfam.sanger.ac.uk/
https://intermine.legumefederation.org/legumemine
http://3did.irbbarcelona.org/
http://www.pseudomonas.com/
https://ecocyc.org/
http://www.grenoble.prabi.fr/obiwarehouse/unipathway
http://viralzone.expasy.org/
http://adpribodb.leunglab.org/
http://bioinformatics.biol.uoa.gr/gpDB
http://www.poxvirus.org
http://www.monocldb.org/
http://salilab.org/modbase
http://dgv.tcag.ca/dgv/app/home
https://eol.org/
http://intermine.wormbase.org/tools/wormmine/begin.do
http://www.phidias.us/index.php
http://bio2rdf.org
http://www.moonlightingproteins.org
https://www.emouseatlas.org/emage/home.php
http://www.emouseatlas.org/emap/ema/home.php
https://jax.org/ckb
https://reframedb.org/
http://ssbd.qbic.riken.jp
http://www.iedb.org/
http://www.malacards.org/
http://cheminfo.charite.de/superdrug2/
https://licebase.org/
https://www.dataone.org
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https://www.animalgenome.org/cgi-bin/CorrDB/index
http://services.cbib.u-bordeaux.fr/MERYB/home/home.php?popup=0
https://catalogue.ukeof.org.uk
http://ratmine.mcw.edu/ratmine/begin.do
http://www-odp.tamu.edu/database/
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https://www.ncbi.nlm.nih.gov/homologene
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http://mint.bio.uniroma2.it
https://omim.org/
https://sleepdata.org/
http://www.gramene.org
http://www.conoserver.org
https://hamap.expasy.org/
http://www.rosaceae.org/
http://urgi.versailles.inra.fr/repetdb
http://cosylab.iiitd.edu.in/flavordb
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http://phylomedb.org
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http://rebase.neb.com
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http://www.pombase.org
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https://rdm.ncl.ac.uk/
https://rdmc.nottingham.ac.uk/
https://eresearch.qmu.ac.uk/handle/20.500.12289/4
https://risweb.st-andrews.ac.uk/portal/en/datasets/index.html
https://pureportal.strath.ac.uk/en/datasets/
http://researchdata.arts.ac.uk/
https://repository.uel.ac.uk
http://wrap.warwick.ac.uk/
http://discovery.ucl.ac.uk/
https://diasjp.net/en/
https://www.seedme.org/
https://toar-data.fz-juelich.de/
https://omictools.com/
https://agbase.arizona.edu/
http://birdbase.arizona.edu/birdbase/
https://datapub.fz-juelich.de/slcs/airs/gravity_waves
https://www.gabipd.org/
https://www.hgvd.genome.med.kyoto-u.ac.jp/index.html
https://idr.openmicroscopy.org/about/
http://www.bio-bank.de/en/biobank.php
https://nako.de/
https://www.historicenvironment.scot/
https://web.gin.g-node.org/
https://researchdata.ntu.edu.sg/
http://www.molgen.vib-ua.be/ADMutations/
https://eip.ceh.ac.uk/
http://openifcmodel.cs.auckland.ac.nz/
https://open-data.spr.ac.uk/
http://www.rodrep.com/
https://www.midas.lt/public-app.html#/midas?lang=en
https://mpds.io/#start
https://datapub.fz-juelich.de/slcs/mipas/psc/
https://www.iser.essex.ac.uk/
https://inventory.clarin.gr/
https://amoebadb.org/amoeba/app
http://giardiadb.org/giardiadb/
https://piroplasmadb.org/piro/app
http://orthomcl.org/orthomcl/
http://beta.geneweaver.org/
https://archives.esac.esa.int/psa/#!Home%20View
https://www.openagrar.de/content/index.xml?lang=en
http://digital.ub.uni-duesseldorf.de/?lang=en
https://www.forschungsdaten-bildung.de
https://data.world/
https://www.natur.cuni.cz/geography/map-collection?set_language=en
http://www.molgen.vib-ua.be/PDMutDB/
https://www.biogrid.org.au/
http://www.biosearch.in/
http://www.astro.ulb.ac.be/pmwiki/IAA/Databases
https://ourocean.jpl.nasa.gov/
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https://www.nps.gov/gis/index.html
http://www.nrcan.gc.ca/earth-sciences/resources/data/10788
https://simtk.org
https://catalogue.saeon.ac.za/
https://finances.worldbank.org/
http://data.gov.ru/?language=en
https://www-calipso.larc.nasa.gov/
https://gewex-srb.larc.nasa.gov/
https://www.cdc.gov/nchs/index.htm
https://www.icpsr.umich.edu/icpsrweb/PHDCN/index.jsp
https://tes.jpl.nasa.gov/data/
http://opendata.ljmu.ac.uk/
https://www.gesis.org/en/services/archiving-and-registering/data-archiving/
http://eos-earthdata.sr.unh.edu/
https://www.cesm.ucar.edu/experiments/
http://www.cgd.ucar.edu/cas/catalog/
https://climatedataguide.ucar.edu/
https://visibleearth.nasa.gov/
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https://images.nasa.gov
https://www.openaltimetry.org
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http://data.duraark.eu/
http://geisha.arizona.edu/geisha/index.jsp
https://www.ioer-monitor.de
https://researchdata.sfu.ca/node/6
https://dataspace.princeton.edu/jspui/
http://metpetdb.com/
https://digital.lib.washington.edu/researchworks/
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https://avibase.bsc-eoc.org/avibase.jsp?lang=EN&pg=home
http://clarin.hu/content/hunclarin-tagjai
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https://uvaauas.figshare.com/
https://adelaide.figshare.com/
https://kilthub.figshare.com/
http://www.imgt.org/ligmdb/
http://www.imgt.org/IMGTPrimerDB/
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http://www.imgt.org/3Dstructure-DB/
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http://sammlungen.uni-goettingen.de/
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https://science.sandiegozoo.org/resources/frozen-zoo%C2%AE
http://portal.vamdc.org/vamdc_portal/home.seam
https://data.jrc.ec.europa.eu/
https://temperatereefbase.imas.utas.edu.au/static/landing.html
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http://afcdb.ca/
https://data.lib.vt.edu/
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https://loar.kb.dk/
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https://www.ebi.ac.uk/chebi/
https://arraymap.progenetix.org/
https://zivahub.uct.ac.za/
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https://www.indiavotes.com/
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https://deepblue.lib.umich.edu/data
http://www.herbi.kit.edu/
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https://www.hereon.de/institutes/carbon_cycles/data_coastal_research/coastmap/index.php.en
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https://nda.nih.gov/
https://data-archive.nimh.nih.gov/rdocdb/
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https://data-archive.nimh.nih.gov/abcd
https://data-archive.nimh.nih.gov/ccf
http://data.telangana.gov.in/
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http://www.opendata.dk/
https://data.bloomington.in.gov/
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https://data.donders.ru.nl/
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http://bacmap.wishartlab.com/
http://compsysbio.org/bacteriome/
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http://www.ymdb.ca/
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http://smpdb.ca/
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https://cedap.ufrgs.br/jspui/handle/2050011959/90
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https://planet.openstreetmap.org/
https://www.ecosounds.org/
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https://portal.wissenschaftliche-sammlungen.de/
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https://dataverse.cirad.fr/
https://dataverse.harvard.edu/dataverse/cifor_harvested
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http://dataverse.acg.maine.edu/dvn/
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http://severus.dbmi.pitt.edu/wiki-pi/
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https://dataverse.scholarsportal.info/dataverse/ualberta
https://dataverse.lib.unb.ca/
https://dataverse.lib.umanitoba.ca/
https://spectrum.library.concordia.ca/
https://www.progenetix.org/
http://cpdb.molgen.mpg.de/CPDB
http://datos.minedu.gob.pe/
https://data.uni-hannover.de
https://www.beiresources.org/
https://www.ncbi.nlm.nih.gov/biosample/
https://ccmc.gsfc.nasa.gov/
https://eyegene.nih.gov/
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https://geoinfo.nmt.edu/repository/
https://dknet.org/
http://rbspice.ftecs.com/Data.html
https://medienarchiv.zhdk.ch/
https://clarin.eurac.edu/
http://stmatthias.uni-trier.de/
http://csdb.glycoscience.ru/database/
https://www.kbase.us/
https://scholar.colorado.edu/
https://cells.ebisc.org/
http://repository.edition-topoi.org/collection/SORR/
https://classicmayan.kor.de.dariah.eu/
http://datos.sndg.mincyt.gob.ar/
https://usn.figshare.com/
https://www.hi.no/en/hi/forskning/research-groups-1/the-norwegian-marine-data-centre-nmd
https://csdco.umn.edu
http://www.tropicalmountainforest.org/
https://research.jcu.edu.au/researchdata
http://lrc.geo.umn.edu/laccore/index.html
https://www.diamm.ac.uk/
http://data.iita.org/
https://www.kinderudp.org/#/
http://openaccess.uoc.edu/webapps/o2/handle/10609/70405
https://edoc.hu-berlin.de/handle/18452/19149
https://www.nodc.noaa.gov/OC5/woa18/
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http://baobab.sedoo.fr/?lang=en
https://www.vegetweb.de/#!startseite
http://wiki.linked.earth
http://modes.fmf.uni-lj.si
http://www.baamps.it/
http://aps.unmc.edu/AP/main.php
http://www.arachnoserver.org/mainMenu.html
http://www.sing-group.org/antimicrobialCombination/networks/view
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http://elabour.de/
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http://www.genoscope.cns.fr/agc/microscope/home/index.php
https://radar.brookes.ac.uk/radar
https://osf.io/a5quv/
https://datasets.iisg.amsterdam/
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http://www.snsb.info/dwb_biocase.html
https://datapub.fz-juelich.de/slts/cordex/index.html
https://www.io-warnemuende.de/en_iowdb.html
https://data.novascotia.ca/
https://data.princeedwardisland.ca/browse
https://opendata.gov.nl.ca/
https://www.donneesquebec.ca/recherche/fr/dataset
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https://open.alberta.ca/opendata
https://data.gov.bc.ca/
http://lbgi.fr/balibase/
http://catalogue-hrm.opendata.arcgis.com/
https://open.toronto.ca/
https://open.ottawa.ca
http://donnees.ville.montreal.qc.ca/
https://data.winnipeg.ca/
http://open.regina.ca/dataset
https://data.edmonton.ca/browse
http://researchdata.cab.unipd.it/
http://www.pdxfinder.org/
http://data.ifremer.fr/
https://opara.zih.tu-dresden.de/xmlui/
http://opendata.victoria.ca/
https://data.calgary.ca/browse
http://open.hamilton.ca/
http://open-kitchenergis.opendata.arcgis.com/
https://opendatakingston.cityofkingston.ca/pages/welcome/
http://public-barrie.opendata.arcgis.com/
http://data.open.guelph.ca/
http://catalogue-saintjohn.opendata.arcgis.com/
http://opendata.lethbridge.ca/
http://opendata.kelowna.ca/
https://navburl-burlington.opendata.arcgis.com/pages/data
http://opendata.greatersudbury.ca/
https://city-oshawa.opendata.arcgis.com/
https://niagaraopendata.ca/
http://geohub.cambridge.ca/
https://data.surrey.ca/
http://data-brantford.opendata.arcgis.com/
https://www.nanaimo.ca/open-data-catalogue/
http://data-cityofpg.opendata.arcgis.com/
https://data.cityofgp.com/browse
http://mydata-kamloops.opendata.arcgis.com/?agree=0
https://dataverse.unimi.it/
https://data.strathcona.ca/
http://opengov.brandon.ca/catalog.php
https://portal-exploreoakville.opendata.arcgis.com/
http://opendata.newwestcity.ca
https://insights-york.opendata.arcgis.com/
https://niagarafalls.ca/services/open/data
http://geohub.brampton.ca/pages/data/
https://data-tol.opendata.arcgis.com/
http://opendata-canmore.opendata.arcgis.com/
http://opendata.countygp.ab.ca/
http://data.squamish.ca/
https://huntsville-muskoka.opendata.arcgis.com/
https://maps.grey.ca/pages/open-data
http://opendata.haldimandcounty.on.ca/
http://opendata.ajax.ca/
https://sensor.awi.de
https://opendata.uni-halle.de
https://www.projectdatasphere.org/projectdatasphere/html/home
http://data-wpsgn.opendata.arcgis.com/
http://data-airdrie.opendata.arcgis.com/
http://data-myscrd.opendata.arcgis.com/
https://peachland2017-01-16t194902237z-rdco.opendata.arcgis.com/
https://wfn-open-data-rdco.opendata.arcgis.com/
https://cloca-camaps.opendata.arcgis.com/
http://newdata-easthants.opendata.arcgis.com/
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https://www.livivo.de
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https://data.torontopolice.on.ca/pages/open-data
http://www.eo-geohub.com/
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https://korpus.cz/
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http://www.sprakochfolkminnen.se/om-oss/forskning/sprakbanken-sam/clarin-kunskapscentrum/swelang.html
http://data.permasense.ch
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https://dare.suits-project.eu
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https://data.isric.org
https://www.gesis.org/cews/unser-angebot/informationsangebote/forschungsdaten/
https://foxden.michaeljfox.org/insight/explore/insight.jsp
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http://datos.uchile.cl/
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https://www.wsi.de/de/index.htm
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https://www.giga-hamburg.de/en/publications/research-data
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http://catalog.elra.info
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http://millionsongdataset.com/
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In [47]:
df
Out[47]:
13357 rows × 13 columns
In [12]:
df.describe()
Out[12]:
| url | head_final_code | head_redirect | head_chain | head_codes | head_elapsed | head_error | get_final_code | get_redirect | get_chain | get_codes | get_elapsed | get_error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 13357 | 13357 | 13357 | 13357 | 13357 | 13357 | 13357 | 13357 | 13357 | 13357 | 13357 | 13357 | 13357 |
| unique | 13357 | 19 | 9332 | 4057 | 60 | 10894 | 2301 | 18 | 9354 | 4083 | 58 | 10907 | 2303 |
| top | http://sidc.be/silso/home | 200 | [] | [] | 200 | [] | [] | ||||||
| freq | 1 | 9976 | 2431 | 6596 | 6596 | 2431 | 10926 | 10139 | 2403 | 6595 | 6595 | 2403 | 10954 |
In [42]:
df.to_csv('../data/processed/redirects_new.tsv', sep='\t', index=False)
In [20]:
resolve('http://content.wsulibs.wsu.edu')
http://content.wsulibs.wsu.edu
Out[20]:
{'url': 'http://content.wsulibs.wsu.edu',
'head_final_code': 404,
'head_url': 'https://www.oclc.org/url/?404;http://content.wsulibs.wsu.edu/',
'head_chain': ['http://content.wsulibs.wsu.edu/'],
'head_codes': [302],
'head_elapsed': 1.345008,
'head_error': '',
'get_final_code': 404,
'get_url': 'https://www.oclc.org/url/notfound',
'get_chain': ['http://content.wsulibs.wsu.edu/',
'https://www.oclc.org/url/?404;http://content.wsulibs.wsu.edu/'],
'get_codes': [302, 302],
'get_elapsed': 0.192602,
'get_error': ''}