cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c5es2q
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Calidris falcinellus (Pontoppidan, 1763)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 387 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060107-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr21981.v2
title: Census of Population and Housing, 1970 [United States]: Documentation for Census Bureau Restricted Data
title: Version 2

description: This documentation has been created by ICPSR for the
restricted version of Census 1970 distributed by the Bureau of the
Census. The restricted data is based on questions from the long form
questionnaire, and was collected from one in six households in the
United States. Topics covered include income, ancestry, citizenship
status, home values, commute time to work, occupation, education,
veteran status, language ability, migration, place of birth, and many
others. The documentation available here provides files summaries,
variable information, and facilitates sorting of the data by race or
by a wide variety of geographical units.
ICPSR is not distributing the restricted data, only the
documentation for it. Users who wish to access the restricted data can
find more information at the
Michigan Census
Research Data Center Web site.
Users should also note that the data for the public versions of
Census 1970 are available from
ICPSR.
description: Datasets: 
DS0: Study-Level Files
DS1: Public-Use Microdata, 100 Percent File -- Geography Record
DS2: Public-Use Microdata, 100 Percent File -- Household Record
DS3: Public-Use Microdata, 100 Percent File -- Person Record
DS4: Public-Use Microdata Sample -- Geography Record
DS5: Public-Use Microdata Sample -- Household Record
DS6: Public-Use Microdata Sample -- Person Record
description: All persons in the United States in 1970.
description: ICPSR does not distribute the data for the restricted
version of Census 1970. Users who wish to access the restricted data
can find more information at the
Michigan Census Research Data Center Web site .
DOI: 10.3886/icpsr21981
title: Census of Population and Housing, 1970 [United States]: Documentation for Census Bureau Restricted Data
title: Archival Version

description: This documentation has been created by ICPSR for the
restricted version of Census 1970 distributed by the Bureau of the
Census. The restricted data is based on questions from the long form
questionnaire, and was collected from one in six households in the
United States. Topics covered include income, ancestry, citizenship
status, home values, commute time to work, occupation, education,
veteran status, language ability, migration, place of birth, and many
others. The documentation available here provides files summaries,
variable information, and facilitates sorting of the data by race or
by a wide variety of geographical units.
ICPSR is not distributing the restricted data, only the
documentation for it. Users who wish to access the restricted data can
find more information at the
Michigan Census
Research Data Center Web site.
Users should also note that the data for the public versions of
Census 1970 are available from
ICPSR.
description: Datasets: 
DS0: Study-Level Files
DS1: Public-Use Microdata, 100 Percent File -- Geography Record
DS2: Public-Use Microdata, 100 Percent File -- Household Record
DS3: Public-Use Microdata, 100 Percent File -- Person Record
DS4: Public-Use Microdata Sample -- Geography Record
DS5: Public-Use Microdata Sample -- Household Record
DS6: Public-Use Microdata Sample -- Person Record
description: All persons in the United States in 1970.
description: ICPSR does not distribute the data for the restricted
version of Census 1970. Users who wish to access the restricted data
can find more information at the
Michigan Census Research Data Center Web site .
DOI: 10.21227/agx7-pg82
title: "Privacy-aware multi-party Chinese-English code-mixed colloquial dialogue cyberbullying dataset"

description: "Privacy-aware multi-party Chinese-English code-mixed colloquial dialogue cyberbullying dataset"
DOI: 10.15468/dl.b75hxh
title: Occurrence Download

description: A dataset containing 11109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Sciurus aureogaster F.Cuvier, 1829"
 ]
}

 The dataset includes 11109 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060108-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veebes
title: Occurrence Download

description: A dataset containing 7628 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ozyptila praticola (C.L.Koch, 1837)"
 ]
}

 The dataset includes 7628 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060110-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/ptpujf
title: model_selection.tab

description: :unav
DOI: 10.57745/i5j8g6
title: Facon et al_data analyses.R

description: :unav
DOI: 10.57745/wckvz4
title: df_Facon et al.csv

description: :unav
DOI: 10.15468/dl.bpuajk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagerheimia R.Chodat, 1895",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060109-250525065834625/datasets/export for details.
DOI: 10.57745/8vmcmq
title: Data Scripts for the MS "Predictability of preference from acceptance: influence of visual and olfactory stimuli in the Mediterranean fruit fly "

description: raw data and R scripts
DOI: 10.15468/dl.gb5wbx
title: Occurrence Download

description: A dataset containing 5820 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centromerita bicolor (Blackwall, 1833)"
 ]
}

 The dataset includes 5820 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060112-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b5ntz
title: Occurrence Download

description: A dataset containing 23182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigone dentipalpis (Wider, 1834)"
 ]
}

 The dataset includes 23182 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060113-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2udjq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagerheimia R.Chodat, 1895",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060115-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15703164
title: Training data for the 2nd generation of AI-enhanced QM method (AIQM2)

description: This repository contains the training data for the 2nd generation of AI-enhanced QM method (AIQM2) [10.26434/chemrxiv-2024-j8pxp-v2].

There are two datasets. wb97xtz_minus_gfn2xtbstar.20250620.h5 is used for training AIQM2@DFT and ccsdtstarcbs_minus_gfn2xtbstar_minus_d4wb97x_chno_mlatom.20240828.h5 is used for transfer learning to AIQM2 at coupled-cluster level. They are generated by subtracting the baseline and dispersion energies from the reference levels (wb97x/def2-TZVPP and CCSD(T)*/CBS), respectively. The reference data comes from ANI-1x and ANI-1ccx datasets (https://github.com/aiqm/ANI1x_datasets). Details can be checked in the preprint. 

These two datasets are in h5 format. The structure follows:

/2           dict # number of atoms/2/coordinates   array (1325, 2, 3) [float64] # in angstroms/2/energies     array (1325,) [float64] # total energy in Hartree/2/forces       array (1325, 2, 3) [float64] # the coupled-cluster level data doesn't contain forces/2/species      array (1325, 2) [int8] # atomic numbers of the molecule

They can be easily loaded with MLatom (https://github.com/dralgroup/mlatom) and transformed into the standard molecular database format. The example codes are provided in load_dataset.py. The MLatom used is in version 3.18.0
DOI: 10.5281/zenodo.15703165
title: Training data for the 2nd generation of AI-enhanced QM method (AIQM2)

description: This repository contains the training data for the 2nd generation of AI-enhanced QM method (AIQM2) [10.26434/chemrxiv-2024-j8pxp-v2].

There are two datasets. wb97xtz_minus_gfn2xtbstar.20250620.h5 is used for training AIQM2@DFT and ccsdtstarcbs_minus_gfn2xtbstar_minus_d4wb97x_chno_mlatom.20240828.h5 is used for transfer learning to AIQM2 at coupled-cluster level. They are generated by subtracting the baseline and dispersion energies from the reference levels (wb97x/def2-TZVPP and CCSD(T)*/CBS), respectively. The reference data comes from ANI-1x and ANI-1ccx datasets (https://github.com/aiqm/ANI1x_datasets). Details can be checked in the preprint. 

These two datasets are in h5 format. The structure follows:

/2           dict # number of atoms/2/coordinates   array (1325, 2, 3) [float64] # in angstroms/2/energies     array (1325,) [float64] # total energy in Hartree/2/forces       array (1325, 2, 3) [float64] # the coupled-cluster level data doesn't contain forces/2/species      array (1325, 2) [int8] # atomic numbers of the molecule

They can be easily loaded with MLatom (https://github.com/dralgroup/mlatom) and transformed into the standard molecular database format. The example codes are provided in load_dataset.py. The MLatom used is in version 3.18.0
DOI: 10.15468/dl.5xb9gg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagerheimia R.Chodat, 1895",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060116-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28657981
title: Supplementary Material from O-GlcNAcylation of the intellectual disability protein DDX3X exerts proteostatic cell cycle control

description: RSOB-240217- suppl material S2.xlsx
DOI: 10.6084/m9.figshare.28657981.v1
title: Supplementary Material from O-GlcNAcylation of the intellectual disability protein DDX3X exerts proteostatic cell cycle control

description: RSOB-240217- suppl material S2.xlsx
DOI: 10.5281/zenodo.15705874
title: Notebook and data to reproduce the analyses of the paper "Respiratory syncytial virus load-dependent ciliated cell dedifferentiation and downregulation of immune response genes"

description: This is the code to reproduce the data analyses in the manuscript "Respiratory syncytial virus load-dependent ciliated cell dedifferentiation and downregulation of immune response genes".
DOI: 10.5281/zenodo.15705875
title: Notebook and data to reproduce the analyses of the paper "Respiratory syncytial virus load-dependent ciliated cell dedifferentiation and downregulation of immune response genes"

description: This is the code to reproduce the data analyses in the manuscript "Respiratory syncytial virus load-dependent ciliated cell dedifferentiation and downregulation of immune response genes".
DOI: 10.15468/dl.yn4r65
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alburnus kotschyi Steindachner, 1863",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060117-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x94urh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lagerheimia R.Chodat, 1895",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060118-250525065834625/datasets/export for details.
DOI: 10.15468/dl.dn7nbt
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Desmanthus virgatus (L.) Willd."
 ]
}

 The dataset includes 43 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060119-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33pn9t
title: Occurrence Download

description: A dataset containing 101355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Norway",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "StartDayOfYear 2-366",
 "TaxonKey is one of (Corylus L., Betula L., Alnus Mill., Salix L., Pinus L., Artemisia L., Poaceae, Picea A.Dietr.)",
 "Year 1000-2025"
 ]
}

 The dataset includes 101355 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060100-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa3rys
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemnicola F.E.Round & P.W.Basson, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060120-250525065834625/datasets/export for details.
DOI: 10.3886/icpsr04100.v1
title: Chicago Lawyers Survey, 1994-1995
title: Version 1

description: Conducted as a partial replication of the CHICAGO LAWYERS
 SURVEY, 1975 (ICPSR 8218), this 1994-1995 survey sought to analyze the
 processes of change that transformed the practice of law and the
 market for legal services over the two decades between 1975 and
 1995. Randomly selected Chicago, Illinois, lawyers were asked about,
 for example, the nature of their work, work settings, fields of
 practice, job satisfaction, career histories, professional commitment,
 client characteristics, and social and political values. Results
 revealed important changes in the legal profession between 1975 and
 1995: women entered the profession in substantial numbers, new
 specialties were created, law firms and corporate legal departments
 grew dramatically, and in many organizations the practice of law
 became constrained by bureaucratic rules and procedures. Background
 information includes state of residence during high school, college or
 university attended, law school attended, law school class rank,
 political preference, degree of political party affiliation, religious
 preference, marital status, nationality, year of birth, income, race,
 zip code, number of children, work status of spouse, spouse's
 nationality, respondents' mother's occupation, respondents' mother's
 law school, respondents' father's occupation, and respondents'
father's law school.
description: none
description: Response Rates: 82 percent (simple random sample) -- 8 percent
 refused and 10 percent were not interviewed due to scheduling
 difficulties or illness, 71.4 percent (African American sample), 54
percent (Latino sample).
description: There are three separate samples in the dataset: (1) A
 simple random sample was used. (2) African American respondents from
 the simple random sample were then asked to nominate other African
 American lawyers in each of a number of practice settings. A random
 sample stratified by practice setting was then selected from these
 nominations. (3) Latino lawyers were chosen by identifying every
 lawyer listed in Sullivan's directory with a last name that matched
 those on a list of Spanish surnames compiled by the United States
Census. A random sample was then taken from that list.
description: Datasets: 
DS1: Chicago Lawyers Survey, 1994-1995
description: Lawyers in good standing with the Illinois Attorney
 Registration and Disciplinary Commission who had a Chicago address and
 were under the age of 80 and alive in 1994, African American lawyers
 working in Chicago in 1994, and Latino lawyers working in Chicago in
1994.
description: computer-assisted personal interview (CAPI); paper and pencil interview (PAPI)
DOI: 10.6084/m9.figshare.17872130
title: DEP domain containing 1B (DEPDC1B) exerts the tumor promoter in hepatocellular carcinoma through activating p53 signaling pathway via kinesin family member 23 (KIF23)

description: Hepatocellular carcinoma (HCC) is closely associated with chronic liver disease and possesses a high incidence. DEP domain containing 1B (DEPDC1B) expression has been found to be upregulated in HCC according to bioinformatics analysis. This paper sought to study the specific role of DEPDC1B in HCC. The data of DEPDC1B expression and individual overall survival in HCC and normal liver tissues were acquired from UALCAN database. The association between DEPDC1B and the downstream signal, kinesin family member 23 (KIF23), was determined using LinkedOmics and STRING database, and subsequently confirmed by co-immunoprecipitation assay. The expression levels of DEPDC1B and KIF23 in normal hepatic epithelial cells and HCC cell lines were assessed by RT-qPCR and Western blotting, respectively. Following transfection with small interference RNA-DEPDC1B, the influences of DEPDC1B knockdown on cell proliferation, colony formation, cell cycle, cell invasion, migration, and KIF23 expression were evaluated. In addition, the effects of KIF23 overexpression on the above aspects of HCC cells were also determined, as well as the expression level of p53 signaling-related proteins. The results indicated that DEPDC1B was highly expressed in HCC cells. DEPDC1B knockdown inhibited the proliferation, migration, invasion, cycle, and KIF23 expression in HCC cells. Moreover, KIF23 overexpression reversed the inhibitory effect of DEPDC1B knockdown in HCC cells and the activation of the p53 signaling. In conclusion, DEPDC1B knockdown exerts anti-cancer role in HCC by activating the p53 signaling through KIF23.
DOI: 10.6084/m9.figshare.17872130.v1
title: DEP domain containing 1B (DEPDC1B) exerts the tumor promoter in hepatocellular carcinoma through activating p53 signaling pathway via kinesin family member 23 (KIF23)

description: Hepatocellular carcinoma (HCC) is closely associated with chronic liver disease and possesses a high incidence. DEP domain containing 1B (DEPDC1B) expression has been found to be upregulated in HCC according to bioinformatics analysis. This paper sought to study the specific role of DEPDC1B in HCC. The data of DEPDC1B expression and individual overall survival in HCC and normal liver tissues were acquired from UALCAN database. The association between DEPDC1B and the downstream signal, kinesin family member 23 (KIF23), was determined using LinkedOmics and STRING database, and subsequently confirmed by co-immunoprecipitation assay. The expression levels of DEPDC1B and KIF23 in normal hepatic epithelial cells and HCC cell lines were assessed by RT-qPCR and Western blotting, respectively. Following transfection with small interference RNA-DEPDC1B, the influences of DEPDC1B knockdown on cell proliferation, colony formation, cell cycle, cell invasion, migration, and KIF23 expression were evaluated. In addition, the effects of KIF23 overexpression on the above aspects of HCC cells were also determined, as well as the expression level of p53 signaling-related proteins. The results indicated that DEPDC1B was highly expressed in HCC cells. DEPDC1B knockdown inhibited the proliferation, migration, invasion, cycle, and KIF23 expression in HCC cells. Moreover, KIF23 overexpression reversed the inhibitory effect of DEPDC1B knockdown in HCC cells and the activation of the p53 signaling. In conclusion, DEPDC1B knockdown exerts anti-cancer role in HCC by activating the p53 signaling through KIF23.