cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/cbtv-j997
title: Manu pollen surface sample dataset

description: Raw data for the Manu pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0hxj-9j46
title: JOS1B geochemistry dataset

description: Raw data for the JOS1B geochemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9vhs-m434
title: Stier Gravel Pit (Stauffer Elephant 63) vertebrate fauna dataset

description: Raw data for the Stier Gravel Pit (Stauffer Elephant 63) vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15380099
title: Data_Prediction of Financial Restatement by Managerial Tone- Using Machine Learning Approach

description: The dataset used in Prediction of Financial Restatement by Managerial Tone: Using Machine Learning Approach. A total of 1,893 financial restatement observations were identified from the Audit Analytics database and matched with firm-level data from Compustat for the period 2010 to 2022. The earning conference call transcripts are obtained from StreetEvent. Consistent with Zhang et al. (2025), only the most recent restatement year for each firm was retained, resulting in a sample of 1,025 distinct restating firms. To examine the association between managerial tone and the likelihood of restatements, a matched sample of non-restating firms from the same time period was randomly selected. This process yielded a balanced panel comprising 2,050 unique firms. All continuous variables were subsequently winsorized at the 1st and 99th percentiles to mitigate the influence of extreme values.








Variable



Description





RESTATE



Indicator variable equal to 1 if firm has restated earnings, and 0 otherwise.





Tone_LM



The optimistic words less pessimistic words of managers scaled by total words in the conference call, based on the Loughran and McDonald (2011) word list.





ROA



Operating Income Before Depreciation as a fraction of average Total Assets based on most recent two periods.





SIZE



Natural logarithm of Total Assets.





PROFIT



Gross Profitability as a fraction of Total Assets.





LEV



Total Debt as a fraction of Total Assets.





IAC



Inventory as a fraction of Current Assets





CAPEI



Price divided by the average of ten years of earnings, adjusted for inflation.





IT



Inventory Turnover.





BS



Book Value Per Share.





BM



Book Value of Equity as a fraction of Market Value of Equity.





CR



Long-term debt divided by the sum of long-term debt and shareholders' equity.





AT



Revenue divided by average total assets.





PTB



Price-to-Book ratio.





PEG



Trailing Price-to-Earnings to Growth ratio.





PS



Market capitalization divided by annual revenue.
DOI: 10.5281/zenodo.15380100
title: Data_Prediction of Financial Restatement by Managerial Tone- Using Machine Learning Approach

description: The dataset used in Prediction of Financial Restatement by Managerial Tone: Using Machine Learning Approach. A total of 1,893 financial restatement observations were identified from the Audit Analytics database and matched with firm-level data from Compustat for the period 2010 to 2022. The earning conference call transcripts are obtained from StreetEvent. Consistent with Zhang et al. (2025), only the most recent restatement year for each firm was retained, resulting in a sample of 1,025 distinct restating firms. To examine the association between managerial tone and the likelihood of restatements, a matched sample of non-restating firms from the same time period was randomly selected. This process yielded a balanced panel comprising 2,050 unique firms. All continuous variables were subsequently winsorized at the 1st and 99th percentiles to mitigate the influence of extreme values.








Variable



Description





RESTATE



Indicator variable equal to 1 if firm has restated earnings, and 0 otherwise.





Tone_LM



The optimistic words less pessimistic words of managers scaled by total words in the conference call, based on the Loughran and McDonald (2011) word list.





ROA



Operating Income Before Depreciation as a fraction of average Total Assets based on most recent two periods.





SIZE



Natural logarithm of Total Assets.





PROFIT



Gross Profitability as a fraction of Total Assets.





LEV



Total Debt as a fraction of Total Assets.





IAC



Inventory as a fraction of Current Assets





CAPEI



Price divided by the average of ten years of earnings, adjusted for inflation.





IT



Inventory Turnover.





BS



Book Value Per Share.





BM



Book Value of Equity as a fraction of Market Value of Equity.





CR



Long-term debt divided by the sum of long-term debt and shareholders' equity.





AT



Revenue divided by average total assets.





PTB



Price-to-Book ratio.





PEG



Trailing Price-to-Earnings to Growth ratio.





PS



Market capitalization divided by annual revenue.
DOI: 10.21233/swwe-wx93
title: Burnt Village testate amoebae surface sample dataset

description: Raw data for the Burnt Village testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yfh6-k846
title: Owen Lake pollen surface sample dataset

description: Raw data for the Owen Lake pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/x75v-7317
title: LDDsite3599 water chemistry dataset

description: Raw data for the LDDsite3599 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8rr0-s453
title: Ek diatom surface sample dataset

description: Raw data for the Ek diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.x79grm
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pantholops hodgsonii (Abel, 1826)",
 "Year 1000-2025"
 ]
}

 The dataset includes 50 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024597-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/8b34-qj13
title: Oko No Taki ostracode surface sample dataset

description: Raw data for the Oko No Taki ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/rb9g-kx04
title: Seongdong-Ri ostracode surface sample dataset

description: Raw data for the Seongdong-Ri ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.snr5hm
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ouratea crassa Tiegh."
 ]
}

 The dataset includes 471 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024599-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/2nqs-9425
title: Chatsworth Bog pollen dataset

description: Raw data for the Chatsworth Bog pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/mrxg-1r47
title: LDDsite5161 ostracode surface sample dataset

description: Raw data for the LDDsite5161 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jbhb-rr66
title: Two Mile Lake pollen dataset

description: Raw data for the Two Mile Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/f6fg-4s70
title: Green Lake diatom dataset

description: Raw data for the Green Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/89ms-9d88
title: Middenmeer pollen dataset

description: Raw data for the Middenmeer pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yx4r-4f20
title: Upper Wallface Pond water chemistry dataset

description: Raw data for the Upper Wallface Pond water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.v5e32t
title: Occurrence Download

description: A dataset containing 18175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus (Linnaeus, 1758)",
 "Country is Germany",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 18175 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024602-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/j9sn-5422
title: Bay of Quinte/Muscote Bay water chemistry dataset

description: Raw data for the Bay of Quinte/Muscote Bay water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1k47-7c76
title: LDDsite5158 water chemistry dataset

description: Raw data for the LDDsite5158 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dpzf-y412
title: Lake Banyoles pollen dataset

description: Raw data for the Lake Banyoles pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/actc-2h32
title: Cottonwood Lake pollen dataset

description: Raw data for the Cottonwood Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/h788-p687
title: Danzhou ostracode surface sample dataset

description: Raw data for the Danzhou ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ferp-h595
title: Clear Creek Reservoir water chemistry dataset

description: Raw data for the Clear Creek Reservoir water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/h2mb-jp93
title: Hole Bog testate amoebae surface sample dataset

description: Raw data for the Hole Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ygzk-9f05
title: Kingfish vertebrate fauna dataset

description: Raw data for the Kingfish vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.v68x26
title: Occurrence Download

description: A dataset containing 88409 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Phalaenoptilus nuttallii (Audubon, 1844)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 88409 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024595-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/21rz-1e11
title: Ivanhoe Pond diatom surface sample dataset

description: Raw data for the Ivanhoe Pond diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7a81-0k76
title: Lake Mansfield [Mansfield Pond] water chemistry dataset

description: Raw data for the Lake Mansfield [Mansfield Pond] water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gm3h-h072
title: East Fork Pond River diatom surface sample dataset

description: Raw data for the East Fork Pond River diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/zv8k-z481
title: Uddelermeer pollen dataset

description: Raw data for the Uddelermeer pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/sy8m-pt45
title: Oneida Narrows water chemistry dataset

description: Raw data for the Oneida Narrows water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/zzq4-4g82
title: Beyer vertebrate fauna dataset

description: Raw data for the Beyer vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15380217
title: O'ZBEKISTONNING BETAKROR MEROSI: UNESCONING JAHON MEROSI RO'YXTIDAGI DIQQATGA SAZOVOR  MADANIY YODGORLIKLAR
DOI: 10.5281/zenodo.15380218
title: O'ZBEKISTONNING BETAKROR MEROSI: UNESCONING JAHON MEROSI RO'YXTIDAGI DIQQATGA SAZOVOR  MADANIY YODGORLIKLAR
DOI: 10.21233/c29p-tq20
title: Toskaljarvi pollen dataset

description: Raw data for the Toskaljarvi pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9rev-dp26
title: Hazendonk core 3 plant macrofossil dataset

description: Raw data for the Hazendonk core 3 plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8a90-tq21
title: Mile 24.5, Twentyfour and One-half Mile Rapids pollen surface sample dataset

description: Raw data for the Mile 24.5, Twentyfour and One-half Mile Rapids pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/r5tr-7q31
title: Voorburg VII pollen dataset

description: Raw data for the Voorburg VII pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7dq3-nq32
title: Czarci Staw testate amoebae surface sample dataset

description: Raw data for the Czarci Staw testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/fs5j-tf80
title: Grimes Peatland testate amoebae surface sample dataset

description: Raw data for the Grimes Peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7bse-0x04
title: St. John L. diatom dataset

description: Raw data for the St. John L. diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/sd2e-by06
title: 8528 pollen surface sample dataset

description: Raw data for the 8528 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5dbp-2y37
title: South Rhody peatland testate amoebae surface sample dataset

description: Raw data for the South Rhody peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.