cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e100699v7-13591
title: Jacob Kaplan's Concatenated Files: Uniform Crime Reporting (UCR) Program Data: Supplementary Homicide Reports, 1976-2017

description: For any questions about this data please email me at jacob@crimedatatool.com. If you use this data, please cite it.<br><br>Version 7 release notes:<br>Changes project name to avoid confusing this data for the ones done by NACJD.Version 6 release notes:Adds 2017 data.<br>Version 5 release notes:Adds 2016 data.Standardizes the "group" column which categorizes cities and counties by population.Arrange rows in descending order by year and ascending order by ORI. <br>Version 4 release notes: <br>Fix bug where Philadelphia Police Department had incorrect FIPS county code. Version 3 Release Notes:Merges data with LEAIC data to add FIPS codes, census codes, agency type variables, and ORI9 variable.Change column names for relationship variables from offender_n_relation_to_victim_1 to victim_1_relation_to_offender_n to better indicate that all relationship are victim 1's relationship to each offender. <br>Reorder columns.<br><br>This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2017. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. <br><br>All the data was downloaded from NACJD as ASCII+SPSS Setup files and cleaned using R. The "cleaning" just means that column names were standardized (different years have slightly different spellings for many columns). Standardization of column names is necessary to stack multiple years together. Categorical variables (e.g. state) were also standardized (i.e. fix spelling errors, have terminology be the same across years). <br><br>The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.<br><br>The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.<br><br>
description: Victims of homicide in the United States between 1976 and 2017.Smallest Geographic Unit: Police agency
DOI: 10.3886/e100699v5-7361
title: Uniform Crime Reporting (UCR) Program Data: Supplementary Homicide Reports, 1976-2016

description: Version 5 release notes:Adds 2016 dataStandardizes the "group" column which categorizes cities and counties by population.Arrange rows in descending order by year and ascending order by ORI. <br>Version 4 release notes: <br>Fix bug where Philadelphia Police Department had incorrect FIPS county code. Version 3 Release Notes:Merges data with LEAIC data to add FIPS codes, census codes, agency type variables, and ORI9 variable.Change column names for relationship variables from offender_n_relation_to_victim_1 to victim_1_relation_to_offender_n to better indicate that all relationship are victim 1's relationship to each offender. <br>Reorder columns.<br><br>This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2015. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. <br><br>All the data was downloaded from NACJD as ASCII+SPSS Setup files and 
cleaned using R. The "cleaning" just means that column names were 
standardized (different years have slightly different spellings for many
 columns). Standardization of column names is necessary to stack 
multiple years together. Categorical variables (e.g. state) were also 
standardized (i.e. fix spelling errors, have terminology be the same across years). <br><br>The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.<br><br>The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.<br>
description: Victims of homicide in the United States between 1976 and 2015.Smallest Geographic Unit: Police agency
DOI: 10.3886/e100699v5-7363
title: Uniform Crime Reporting (UCR) Program Data: Supplementary Homicide Reports, 1976-2016

description: Version 5 release notes:Adds 2016 dataStandardizes the "group" column which categorizes cities and counties by population.Arrange rows in descending order by year and ascending order by ORI. <br>Version 4 release notes: <br>Fix bug where Philadelphia Police Department had incorrect FIPS county code. Version 3 Release Notes:Merges data with LEAIC data to add FIPS codes, census codes, agency type variables, and ORI9 variable.Change column names for relationship variables from offender_n_relation_to_victim_1 to victim_1_relation_to_offender_n to better indicate that all relationship are victim 1's relationship to each offender. <br>Reorder columns.<br><br>This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2015. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. <br><br>All the data was downloaded from NACJD as ASCII+SPSS Setup files and 
cleaned using R. The "cleaning" just means that column names were 
standardized (different years have slightly different spellings for many
 columns). Standardization of column names is necessary to stack 
multiple years together. Categorical variables (e.g. state) were also 
standardized (i.e. fix spelling errors, have terminology be the same across years). <br><br>The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.<br><br>The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.<br>
description: Victims of homicide in the United States between 1976 and 2015.Smallest Geographic Unit: Police agency
DOI: 10.3886/e100699v6-9201
title: Uniform Crime Reporting (UCR) Program Data: Supplementary Homicide Reports, 1976-2017

description: Version 6 release notes:Adds 2017 data.<br><br>Version 5 release notes:Adds 2016 data.Standardizes the "group" column which categorizes cities and counties by population.Arrange rows in descending order by year and ascending order by ORI. <br>Version 4 release notes: <br>Fix bug where Philadelphia Police Department had incorrect FIPS county code. Version 3 Release Notes:Merges data with LEAIC data to add FIPS codes, census codes, agency type variables, and ORI9 variable.Change column names for relationship variables from offender_n_relation_to_victim_1 to victim_1_relation_to_offender_n to better indicate that all relationship are victim 1's relationship to each offender. <br>Reorder columns.<br><br>This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2017. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. <br><br>All the data was downloaded from NACJD as ASCII+SPSS Setup files and 
cleaned using R. The "cleaning" just means that column names were 
standardized (different years have slightly different spellings for many
 columns). Standardization of column names is necessary to stack 
multiple years together. Categorical variables (e.g. state) were also 
standardized (i.e. fix spelling errors, have terminology be the same across years). <br><br>The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.<br><br>The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.<br>
description: Victims of homicide in the United States between 1976 and 2017.Smallest Geographic Unit: Police agency
DOI: 10.3886/e100699v2-5762
title: Uniform Crime Reporting Program Data: Supplementary Homicide Reports, 1976-2015

description: This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2015. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. <br><br>All the data was downloaded from NACJD as ASCII+SPSS Setup files and 
cleaned using R. The "cleaning" just means that column names were 
standardized (different years have slightly different spellings for many
 columns). Standardization of column names is necessary to stack 
multiple years together. Categorical variables (e.g. state) were also 
standardized (i.e. fix spelling errors, have terminology be the same across years). <br><br>The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.<br><br>The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.<br><br>
description: Victims of homicide in the United States between 1976 and 2015.Smallest Geographic Unit: Police agency
DOI: 10.3886/e100699v2-5763
title: Uniform Crime Reporting Program Data: Supplementary Homicide Reports, 1976-2015

description: This is a single file containing all data from the Supplementary Homicide Reports from 1976 to 2015. The Supplementary Homicide Report provides detailed information about the victim, offender, and circumstances of the murder. Details include victim and offender age, sex, race, ethnicity (Hispanic/not Hispanic), the weapon used, circumstances of the incident, and the number of both offenders and victims. <br><br>All the data was downloaded from NACJD as ASCII+SPSS Setup files and 
cleaned using R. The "cleaning" just means that column names were 
standardized (different years have slightly different spellings for many
 columns). Standardization of column names is necessary to stack 
multiple years together. Categorical variables (e.g. state) were also 
standardized (i.e. fix spelling errors, have terminology be the same across years). <br><br>The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.<br><br>The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.<br><br>
description: Victims of homicide in the United States between 1976 and 2015.Smallest Geographic Unit: Police agency
DOI: 10.3886/e100699v1-4741
title: Uniform Crime Reporting Program Data: Supplementary Homicide Reports, 1976-2015

description: This is an aggregation of Supplementary Homicide Report data from 1976 to 2015. No modifications to the data has been made. Variable names have been changed to ensure correct spelling (e.g. from 'wif' to 'wife') and uniformity throughout the years. Data is available as R, SPSS, Stata, SAS, Excel, and feather files.<br>
        <br>The following is the summary of the Supplementary Homicide Report copied from ICPSR's 2015 page for the data.<br>
        <br>The Uniform Crime Reporting Program Data: Supplementary Homicide Reports (SHR) provide detailed information on criminal homicides reported to the police. These homicides consist of murders; non-negligent killings also called non-negligent manslaughter; and justifiable homicides. UCR Program contributors compile and submit their crime data by one of two means: either directly to the FBI or through their State UCR Programs. State UCR Programs frequently impose mandatory reporting requirements which have been effective in increasing both the number of reporting agencies as well as the number and accuracy of each participating agency's reports. Each agency may be identified by its numeric state code, alpha-numeric agency ("ORI") code, jurisdiction population, and population group. In addition, each homicide incident is identified by month of occurrence and situation type, allowing flexibility in creating aggregations and subsets.<br>
description: Victims of homicide in the United States between 1976 and 2015.Smallest Geographic Unit: Police agency
DOI: 10.6084/m9.figshare.24651945
title: Phyloseq_Object_ITS

description: Phyloseq object used for the corresponding ITS R scripts
DOI: 10.6084/m9.figshare.24651945.v1
title: Phyloseq_Object_ITS

description: Phyloseq object used for the corresponding ITS R scripts
DOI: 10.5281/zenodo.10198962
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45hotter 2080-2099

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10198963
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45hotter 2080-2099

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10210428
title: ChemProp2 Dataset: Investigating  potential biotransformations with a panel of 45 Drugs on Synthetic Community (Com20) to elucidate Drug-Microbiome-Host Dynamics

description: This dataset contains the examination of each of the 45 drugs on the synthetic community Com20, conducted at two distinct timepoints: initially (time 0) and after a 2-hour interval.List of drugs: Ethopropazine, Methotrexate, Felodipine, Miconazole, Floxuridine, Nalidixic acid, Fluconazole, Niclosamide, Ketoconazole, Omeprazole, Lacidipine, Pentamidine isothionate, DMSO, Promethazine, Lansoprazole, Protriptyline, Loratadine, Sertindole, Loxapine, Simvastatin, L-Thyroxine, Streptozotocin, Metformin, Tamoxifen, Tazobactam, Doxorubicin, Telmisartan, Ofloxacin, Terfenadine, Oxolinic acid, Thioguanosine, Tobramycin, Tiratricol, Vancomycin, Water, Rivaroxoban, Metronidazole, Tolfenamic acid, Clarithromycin, Tribenoside, Norfloxacin, Zafirlukast, Montelukast, Sertraline, Fluoxetine, Clomipramin, Novobiocin
DOI: 10.5281/zenodo.10210429
title: ChemProp2 Dataset: Investigating  potential biotransformations with a panel of 45 Drugs on Synthetic Community (Com20) to elucidate Drug-Microbiome-Host Dynamics

description: This dataset contains the examination of each of the 45 drugs on the synthetic community Com20, conducted at two distinct timepoints: initially (time 0) and after a 2-hour interval.List of drugs: Ethopropazine, Methotrexate, Felodipine, Miconazole, Floxuridine, Nalidixic acid, Fluconazole, Niclosamide, Ketoconazole, Omeprazole, Lacidipine, Pentamidine isothionate, DMSO, Promethazine, Lansoprazole, Protriptyline, Loratadine, Sertindole, Loxapine, Simvastatin, L-Thyroxine, Streptozotocin, Metformin, Tamoxifen, Tazobactam, Doxorubicin, Telmisartan, Ofloxacin, Terfenadine, Oxolinic acid, Thioguanosine, Tobramycin, Tiratricol, Vancomycin, Water, Rivaroxoban, Metronidazole, Tolfenamic acid, Clarithromycin, Tribenoside, Norfloxacin, Zafirlukast, Montelukast, Sertraline, Fluoxetine, Clomipramin, Novobiocin
DOI: 10.5281/zenodo.10198912
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45hotter 2060-2079

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10198913
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45hotter 2060-2079

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10198850
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45hotter 2040-2059

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10193741
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45hotter 2020-2039

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10193740
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45hotter 2020-2039

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10192155
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45cooler 2080-2099

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10192154
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45cooler 2080-2099

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10183361
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45cooler 2060-2079

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10183360
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45cooler 2060-2079

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10156829
title: Data for Scallop (Pecten maximus) Identification in Natural Marine Habitats: A NetHarn Model Approach.

description: The data have been divided into distinct training and testing subsets, each encompassing still images corresponding to individual stations along with their respective annotations or predictions as CSV files.
This research explores the potential of Artificial Intelligence (AI), specifically the NetHarn model provided by the VIAME toolkit, to identify and count king and queen scallops from towed underwater video transects. The study utilizes video footage from NatureScot, captured using custom camera systems (DDV and miniDDV), providing a diverse dataset with variations in habitat, image quality, and camera specifications.  Necessary details from the original report by Pascoe et al. (2021) are provided in the manuscript.
Pasco, G., James, B., Burke, L., Johnston, C., Orr, K., Clarke, J., Thorburn, J., Boulcott, P., Kent, F., Kamphausen, L. and Sinclair, R. (2021) 'Engaging the Fishing Industry in Marine Environmental Survey and Monitoring Scottish Marine and Freshwater Science Vol 12 No 3'. doi:10.7489/12365-1
DOI: 10.5281/zenodo.10198849
title: Hourly Wind and Solar Generation Profiles at 1/8th Degree Resolution - wind 80m rcp45hotter 2040-2059

description: Please see the parent record at https://doi.org/10.5281/zenodo.10214348.
DOI: 10.5281/zenodo.10214517
title: A mobile CRISPRi collection enables genetic interaction studies for the essential genes of Escherichia coli