cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7j6bfcpnsr.1
title: the determinants and consequence of Chinese redacted information

description: China adopted amendments allowing companies to redact filings without prior approval in 2016. Leveraging this change as a quasi-nature experiment, we explore whether managers utilize redacted information to withhold bad information in the more lenient regulatory environment. Our investigation uncovers a significant shift in managerial behavior: Since 2016, managers incline to employ redactions to obscure negative news rather than safeguarding proprietary data. Furthermore, we find that the poorer firm performance and a higher cost of equity are associated with the redacted disclosures after 2016, suggesting that investors perceive an increase in firm-specific risk attributed to withholding bad news through redactions. 


To identify firms with redacted information, we searched all annual reports of companies publicly traded on the SSE and SZSE from 2006 to 2019 in the WinGo database for terms, such as “豁免披露”, “披露豁免”, “暂缓披露” or “披露暂缓" in Chinese words. Our sample period starts from 2006 because Chinese public firms have been required to disclose data on research and development since 2006. Then, we manually check annual reports with at least one of the key phrases to ensure that they indeed represent redacted information.

The "Original_Redact" dataset comprises information on firms with redacted data, merged with industry codes and categorized based on the types of redacted information.

In the "Determinants" dataset, observations of both redacted and non-redacted firms are included. It encompasses proxies for proprietary information, the number of inventory patents, and a binary variable indicating trade secrecy. Additionally, measures of accrual and real earnings management are provided, along with other control variables.

The “firm_performance” dataset contains observations with available firm performance measures, TobinQ or Market-adjusted return.

The “PMS3_firmper” dataset presents a Propensity Score Matching (PSM) sample with available firm performance measures and control variables. Each redacted firm is matched with three non-redacting firms based on closest propensity scores.

 In the "Cost_Equity" dataset, observations with available cost of equity measures are provided. We measure cost of equity using PEG model and GLS model respectively.

The “psm_coe_reg” dataset presents another Propensity Score Matching (PSM) sample with available cost of equity measures and control variables.

The “deter_robust” dataset comprises observations with an alternative accrual earnings management proxy available for analysis. 

The “car_1”, “car_2” and “car_3” consist of firms issuing announcements regarding redacted information. We calculate the cumulative abnormal return using various models (Market model, Fama French 3 factors model, and Fama French 5 factors model), within the event window [-1, 1], [-1, 2] and [-1, 3]. The event date corresponds to the announcement date.
DOI: 10.15468/dl.3qrlcc
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procyon pygmaeus Merriam, 1901",
 "Country is Mexico"
 ]
}

 The dataset includes 74 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093756-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwn6pv
title: Occurrence Download

description: A dataset containing 1342 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryocosmus kuriphilus Yasumatsu, 1951"
 ]
}

 The dataset includes 1342 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054710-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/th49mxs3d8.1
title: Data for "A neglected anthropogenic source of carbon triggered by the combustion of coal: evidence from riverine sulfate"

description: Original and normalized data for "A neglected anthropogenic source of carbon triggered by the combustion of coal: evidence from riverine sulfate"
DOI: 10.15468/dl.qhuns5
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupatorium godfreyanum Cronquist"
 ]
}

 The dataset includes 311 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204454-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mht3mbdvjh.1
title: the impact of class numeric stregth on quality of radiography education in nigeria

description: the raw data collected using a questionnaire for the impact of class numeric strength on the quality of radiography education in nigeria
DOI: 10.15468/dl.ndfcvs
title: Occurrence Download

description: A dataset containing 7701 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Byrsonima crassifolia (L.) Kunth"
 ]
}

 The dataset includes 7701 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093757-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhnyrr
title: Occurrence Download

description: A dataset containing 2215 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Rhynchophorus ferrugineus Heyne, A.-Taschenberg & O., 1908",
 "TaxonKey is Thaumastocoris peregrinus D.L.Carpintero & Dellapé, 2006"
 ]
}

 The dataset includes 2215 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054711-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dcnhm397gg.1
title: Systematic review and meta-analysis

description: Risk prediction models for falls in hospitalized older patients: a systematic review and meta-analysis
DOI: 10.5281/zenodo.10964182
title: AISHELL-1
DOI: 10.5281/zenodo.10964183
title: AISHELL-1
DOI: 10.15468/dl.usgyjs
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paepalanthus oerstedianus Körn."
 ]
}

 The dataset includes 89 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176925-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3zypd6hx6j.1
title: Research on the Attention Allocation of Local Governments - - Based on the Work Report of 30 Provincial Governments in China ( 2019-2021 )

description: The raw data reflect the attention allocation of local governments, including Digital Economy(DE), Green Development(GD), Urban Governance(UG), Elderly Affairs(EA), Financial Governance(FG), Economic Development(ED) and Security Issues(SI) .
DOI: 10.15468/dl.buyp67
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupatorium hualienense C.H.Ou, S.W.Chung & C.I Peng"
 ]
}

 The dataset includes 52 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204458-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7sbzjd2mj6.1
title: Added value of pericoronary fat attenuation index in routine coronary artery CT angiography for the identification of culprit lesions in acute coronary syndrome

description: Added value of pericoronary fat attenuation index in routine coronary artery CT angiography for the identification of culprit lesions in acute coronary syndrome
DOI: 10.15468/dl.pk2yuf
title: Occurrence Download

description: A dataset containing 4527 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asthenes dorbignyi (Reichenbach, 1853)"
 ]
}

 The dataset includes 4527 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054713-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfpobs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Furipterus horrens (F.Cuvier, 1828)",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093759-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bdp7t5r3sj.1
title: governance

description: this study rigorously examines its implications for transparency and accountability across 25 countries
DOI: 10.15468/dl.xgq86x
title: Occurrence Download

description: A dataset containing 4791 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupatorium hyssopifolium L."
 ]
}

 The dataset includes 4791 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204459-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y7s9g6tnnw.1
title: Diriba Data_Original.cat

description: the data is standardazed its available puplicity online i can extract this data from Astrophysical data science.
DOI: 10.15468/dl.80dqb7
title: Occurrence Download

description: A dataset containing 8594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 8594 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093761-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvznfz
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates pueblae (Zweifel, 1955)",
 "Geometry POLYGON((-141.15 0.13,-141.15 33.17,-86.04 33.17,-86.04 0.13,-141.15 0.13))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054732-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7nr4wksz59.1
title: Employer vs Government Parental Leave: Labour Market Effects

description: It contains all the files needed to reproduce Table 1, Table 2, Figure 5, Figure 6 and Figure 7.
DOI: 10.17632/tmsrds5wdr.2
title: Prevalence and risk factors for development of recurrent calciphylaxis

description: Supplemental material for JAAD paper predicting prevalence and risk factors of recurrent calciphylaxis
DOI: 10.15468/dl.v67j8d
title: Occurrence Download

description: A dataset containing 3107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Austroeupatorium inulifolium (Kunth) R.M.King & H.Rob."
 ]
}

 The dataset includes 3107 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204460-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xzrxmmsxwg.1
title: Lipidomic study of kidney in a mouse model with urine flow obstruction

description: UUO model_Health Sciences_Hokkaido University
DOI: 10.17632/tmsrds5wdr.1
title: Prevalence and risk factors for development of recurrent calciphylaxis

description: Supplemental material for JAAD paper predicting prevalence and risk factors of recurrent calciphylaxis
DOI: 10.15468/dl.extp51
title: Occurrence Download

description: A dataset containing 1519374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemiptera",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1519374 records from 393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093766-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17104057
title: Supplementary materials - Spatiotemporal analysis of leptospirosis in Colombia from 2007 to 2021. An environmental health metrics approach

description: Dataset: Environmental Health Indicators for the Association of Environmental Factors with Leptospirosis in Colombia, 2007-2021. 

Data source: Health data: monthly new cases of leptospirosis in each municipality, from January 2007 to December 2021. Environmental data: Mean temperature, rainfall, and proportion of flooding zones in each municipality. Sociodemographic data: proportion of households with overcrowding, deficit in housing quality, and deficit in public services in each municipality.Analysis: The standardised incidence rate of leptospirosis in each municipality and month was calculated using the indirect adjustment method. Then, a Bayesian hierarchical regression model was used to estimate the association of all factors with the incidence rate, taking into account the spatial distribution of the municipalities and variations across the 180-month study period. The model used a zero-inflated binomial distribution. Details in the outputs dataset.

Outputs in the dataset (Sup_materials_lepto.xlsx) include:1.     Standardised incidence rate (both female and male)2.     Standardised incidence rate (females |  males)3.    Preliminary prior analysis4.    R code used to run the full model in R-INLA5.    Exponentiated posterior mean - spatial effect (across all months)6.    Exponentiated posterior mean - temporal effect (across all municipalities)7.    Exponentiated posterior mean - space-time interaction effect *8.    Emerging trend (Man-Kendall statistics)9.    Rainfall and Relative Risk per municipality
DOI: 10.5281/zenodo.17104058
title: Supplementary materials - Spatiotemporal analysis of leptospirosis in Colombia from 2007 to 2021. An environmental health metrics approach

description: Dataset: Environmental Health Indicators for the Association of Environmental Factors with Leptospirosis in Colombia, 2007-2021. 

Data source: Health data: monthly new cases of leptospirosis in each municipality, from January 2007 to December 2021. Environmental data: Mean temperature, rainfall, and proportion of flooding zones in each municipality. Sociodemographic data: proportion of households with overcrowding, deficit in housing quality, and deficit in public services in each municipality.Analysis: The standardised incidence rate of leptospirosis in each municipality and month was calculated using the indirect adjustment method. Then, a Bayesian hierarchical regression model was used to estimate the association of all factors with the incidence rate, taking into account the spatial distribution of the municipalities and variations across the 180-month study period. The model used a zero-inflated binomial distribution. Details in the outputs dataset.

Outputs in the dataset (Sup_materials_lepto.xlsx) include:1.     Standardised incidence rate (both female and male)2.     Standardised incidence rate (females |  males)3.    Preliminary prior analysis4.    R code used to run the full model in R-INLA5.    Exponentiated posterior mean - spatial effect (across all months)6.    Exponentiated posterior mean - temporal effect (across all municipalities)7.    Exponentiated posterior mean - space-time interaction effect *8.    Emerging trend (Man-Kendall statistics)9.    Rainfall and Relative Risk per municipality
DOI: 10.34847/nkl.f6ef06au
title: Χίος - Σκοποί της Χίου - Αντώνης Τουλιδάκης, Γιώργος Πολιτάκης, Δημήτρης Κοντός, Ανδρέας Ευωδιάς - Συρτός Αιγνουσιώτικος II
DOI: 10.6084/m9.figshare.24746100
title: Visualizations of German news media articles on artificial intelligence (2019 and 2022/23)

description: We have conducted a quantitative visual content analysis of illustrated German national print media coverage on AI. Our analysis focuses on two time periods: on the one hand the time period between January 1 and December 31, 2019 has been analyzed and on the other hand the time period between November 1, 2022 and October 31, 2023. As news media titles, we chose six (leading) national quality newspapers and news magazines in Germany, namely: Süddeutsche Zeitung (SZ), Frankfurter Allgemeine Zeitung (FAZ), Die Welt (DW), taz, Der Spiegel, and Die Zeit. All illustrated articles during the analysis period that contained the keywords ‘artificial intelligence’ or ‘AI’[1] in their headline or subtitle (focus on articles that cover AI as a main topic) were selected for analysis. Our search resulted in 589 illustrated articles with n = 818 images in total (some articles contained more than one image). For each image we manually coded<br>- formal features like medium, date, department and visualization type of the image,<br>- the visual objects with different levels of detail (per image, several image objects [like human, robot, computer etc.] with multiple specifying subcategories could be coded, for example if an image shows a human and a robot at the same time),<br>- the main AI subject covered in the article (using inductive coding of the article headlines, subtitles and text),<br>- and the framing elements p<i>otential uses of AI </i>(visualization of potential or real uses of AI in all areas of life with dominant positive connotations), <i>d</i><i>anger potential </i>(visualization of dangers that may arise from widespread hasty or non-critically reflected deployment of AI applications), <i>competition</i> (visualization of existing national and international competition in AI development, research and implementation, <i>h</i><i>uman role model</i> (visualizations that show humans as an ideal role model for hard- and software, whose control is based on AI), <i>(further) development </i>(visualizations that focus on previous developments in the field of AI but also developmental work, which is still ongoing), and c<i>ultural and artistic debate</i> (visualizations that show the cultural or artistic engagement with AI as a technology).<br><br><br>[1] German search string: “Künstliche* Intelligenz” OR *KI*
DOI: 10.6084/m9.figshare.24746100.v3
title: Visualizations of German news media articles on artificial intelligence (2019 and 2022/23)

description: We have conducted a quantitative visual content analysis of illustrated German national print media coverage on AI. Our analysis focuses on two time periods: on the one hand the time period between January 1 and December 31, 2019 has been analyzed and on the other hand the time period between November 1, 2022 and October 31, 2023. As news media titles, we chose six (leading) national quality newspapers and news magazines in Germany, namely: Süddeutsche Zeitung (SZ), Frankfurter Allgemeine Zeitung (FAZ), Die Welt (DW), taz, Der Spiegel, and Die Zeit. All illustrated articles during the analysis period that contained the keywords ‘artificial intelligence’ or ‘AI’[1] in their headline or subtitle (focus on articles that cover AI as a main topic) were selected for analysis. Our search resulted in 589 illustrated articles with n = 818 images in total (some articles contained more than one image). For each image we manually coded<br>- formal features like medium, date, department and visualization type of the image,<br>- the visual objects with different levels of detail (per image, several image objects [like human, robot, computer etc.] with multiple specifying subcategories could be coded, for example if an image shows a human and a robot at the same time),<br>- the main AI subject covered in the article (using inductive coding of the article headlines, subtitles and text),<br>- and the framing elements p<i>otential uses of AI </i>(visualization of potential or real uses of AI in all areas of life with dominant positive connotations), <i>d</i><i>anger potential </i>(visualization of dangers that may arise from widespread hasty or non-critically reflected deployment of AI applications), <i>competition</i> (visualization of existing national and international competition in AI development, research and implementation, <i>h</i><i>uman role model</i> (visualizations that show humans as an ideal role model for hard- and software, whose control is based on AI), <i>(further) development </i>(visualizations that focus on previous developments in the field of AI but also developmental work, which is still ongoing), and c<i>ultural and artistic debate</i> (visualizations that show the cultural or artistic engagement with AI as a technology).<br><br><br>[1] German search string: “Künstliche* Intelligenz” OR *KI*
DOI: 10.6084/m9.figshare.24746100.v2
title: Visualizations of German news media articles on artificial intelligence (2019 and 2022/23)

description: We have conducted a quantitative visual content analysis of illustrated German national print media coverage on AI. Our analysis focuses on two time periods: on the one hand the time period between January 1 and December 31, 2019 has been analyzed and on the other hand the time period between November 1, 2022 and October 31, 2023. As news media titles, we chose six (leading) national quality newspapers and news magazines in Germany, namely: Süddeutsche Zeitung (SZ), Frankfurter Allgemeine Zeitung (FAZ), Die Welt (DW), taz, Der Spiegel, and Die Zeit. All illustrated articles during the analysis period that contained the keywords ‘artificial intelligence’ or ‘AI’[1] in their headline or subtitle (focus on articles that cover AI as a main topic) were selected for analysis. Our search resulted in 589 illustrated articles with n = 818 images in total (some articles contained more than one image). For each image we manually coded<br>- formal features like medium, date, department and visualization type of the image,<br>- the visual objects with different levels of detail (per image, several image objects [like human, robot, computer etc.] with multiple specifying subcategories could be coded, for example if an image shows a human and a robot at the same time),<br>- the main AI subject covered in the article (using inductive coding of the article headlines, subtitles and text),<br>- and the framing elements p<i>otential uses of AI </i>(visualization of potential or real uses of AI in all areas of life with dominant positive connotations), <i>d</i><i>anger potential </i>(visualization of dangers that may arise from widespread hasty or non-critically reflected deployment of AI applications), <i>competition</i> (visualization of existing national and international competition in AI development, research and implementation, <i>h</i><i>uman role model</i> (visualizations that show humans as an ideal role model for hard- and software, whose control is based on AI), <i>(further) development </i>(visualizations that focus on previous developments in the field of AI but also developmental work, which is still ongoing), and c<i>ultural and artistic debate</i> (visualizations that show the cultural or artistic engagement with AI as a technology).<br><br><br>[1] German search string: “Künstliche* Intelligenz” OR *KI*
DOI: 10.6084/m9.figshare.30749801
title: R_code for test

description: R code
DOI: 10.6084/m9.figshare.30749801.v2
title: R_code for test

description: R code