cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-39119
title: Claims (GX 15907 - GX 16282), 1988

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1988. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.zbdrmp
title: Occurrence Download

description: A dataset containing 6887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1961-2017",
 "DatasetKey is Animal Sound Archive",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6887 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002187-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39125
title: Claims (GX 15907 - GX 16282), 1988

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1988. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.zx1ecr
title: Occurrence Download

description: A dataset containing 179596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryctolagus cuniculus (Linnaeus, 1758)"
 ]
}

 The dataset includes 179596 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002187-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-32191
title: Card files (closed) M-Z claims (GX 16697 - GX 17032), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.rchefz
title: Occurrence Download

description: A dataset containing 192289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Pitangus sulphuratus (Linnaeus, 1766)"
 ]
}

 The dataset includes 192289 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012181-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-32220
title: Card files (closed) M-Z claims (GX 16697 - GX 17032), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.yr2tna
title: Occurrence Download

description: A dataset containing 427 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Procolobus Rochebrune, 1877",
 "TaxonKey is Colobus Illiger, 1811"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 427 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002188-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-32237
title: Card files (closed) M-Z claims (GX 16697 - GX 17032), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.t4fmqc
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium rothii Zucc."
 ]
}

 The dataset includes 94 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026664-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-32164
title: Card files (closed) M-Z claims (GX 16697 - GX 17032), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.85ewhk
title: Occurrence Download

description: A dataset containing 5075616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "TaxonKey is Salmoniformes"
 ]
}

 The dataset includes 5075616 records from 888 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008769-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz8v8g
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hechtia scariosa L.B.Sm."
 ]
}

 The dataset includes 23 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002188-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-38765
title: Card files (closed). A-L claims (GX 16283 - GX 16696), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.bkbnwm
title: Occurrence Download

description: A dataset containing 21786 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symphyotrichum novi-belgii (L.) G.L.Nesom"
 ]
}

 The dataset includes 21786 records from 452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008780-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2ym7v78wtd.1
title: Retail sales dataset of a pharmacy in Indonesia

description: The dataset can be used for sales forecasting. The dataset is derived from actual data taken directly from the pharmacy database. The dataset consists of three tables of extraction results and one table of integration and filtering results. The three tables are named ms_products, ms_sales, and det_sales tables. The others are called transaction tables. The three extracted tables are pre-processed from incomplete data, noise (error) data, inconsistent data, and record duplication. In addition, the transaction table is the result of integration and filtering of the ms_sales and det_sales tables which have interrelated variables.
DOI: 10.17632/99jzmh9658.1
title: Publication data: Data of automated optical inspection of surface-mounted technology electronic production

description: This dataset is associated with a currently submitted, but not yet published publication. Data description and further information will be added to the repository once the publication is accepted. This dataset contains data points of a 132-day long recording phase of a real-world production of one production line of Siemens AG Germany, DI should also decide on approval. LEGAL NOTICE © Siemens Aktiengesellschaft All rights reserved. This software code & data is owned by Siemens Aktiengesellschaft and is protected by the copyright laws as well as patent laws of the United States and other countries, and by international treaty provisions. No rights, whether by implication, by estoppel or otherwise, are granted to you in connection with the Software unless explicitly allowed hereunder. The only permitted use of the Software is for non-commercial testing purposes in connection with the respective paper "Data of automated optical inspection of surface-mounted technology electronic production" by Siemens Aktiengesellschaft submitted in connection with Data-in-Brief. Any use outside the aforementioned scope shall be prohibited and may result in criminal and/or civil prosecution. No title to or ownership of the Software or data is transferred to you. Siemens Aktiengesellschaft retains full and complete title to the Software and all intellectual property rights therein. This Software and Data is provided as is without warranty of any kind, either expressed or implied, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose. The entire risk as to the quality and performance of the Software is with you. Should the Software prove defective, you assume the cost of all necessary servicing, repair or correction. In no event will Siemens Aktiengesellschaft be liable to you for any damages, including any lost profits, lost savings or other incidental or consequential damages arising out of the use or inability to use the Software. By using the Software, you agree to be bound by the terms of this Legal Notice
DOI: 10.17632/jhk7nw5xcp.1
title: INTEGRATED REMOTE SENSING AND GIS-BASED HYDROGEOLOGICAL STUDY IN DINDIGARH BLOCK, SOUTH INDIA

description: This study focused on the assessment of water resources in the Dindigarh block. South India, where technologies such as remote sensing and GIS are concentrated, Precipitation, water level, geophysical and geochemical studies. precipitation of The region is subject to the monsoon season, mainly in the Northeast. Annual average rainfall Compared to the annual average, the close and normal cases differ significantly Rainfall in Tamil Nadu. The water level in this area reaches moderate and far Greater depth in most places. Geophysical and geochemical studies completed. It is evaluated to assess the quantitative and qualitative state of groundwater. and that's how it happened. This study proves that the amount of groundwater in the study area is very low. the stone. Water interactions are a fundamental component of water quality in the research region. Groundwater quality is suitable for irrigation and agriculture Purposes. For drinking purposes, it should be a basic treatment. the study concludes that an area of 1.14 km2 is suitable for potential groundwater bodies. Covers. It is located in Adhyanutu, Tottanutu place. Similarly, Adhyanutu, Tottanutu, Part of Tadi Kombu, Sirupdi, Muripadi, Tamaraipadi, Kovilur, Vellodu, and Balakrishnapuram sites covered 70% of the survey, region. Remote sensing and GIS integrated technology proves the efficiency Understanding the spatial distribution variation of groundwater content and quality.
DOI: 10.17632/jkw85sm4v4.1
title: Versatile AHU fault detection - design, field validation and practical application

description: This dataset, related to the eponymous paper in journal Energy and Buildings, contains data of 6 air handling units with manually indiced faults. The paper is needed, it containts deiails about the fault induction and more detailed specifications of the AHU. Dataset contains classified "non-fault data" as well as "faulty data", in order to allow validation of fault detection and diagnostic tools.
DOI: 10.17632/t2yvtwnjx7.1
title: The tumor microenvironment architecture correlates with risk of recurrence in head and neck squamous cell carcinoma

description: We performed highly multiplexed microscopy using CODEX on 9 surgical specimens of patients with stage II-IV HPV negative squamous cell carcinoma explants of the oral cavity and oropharynx (HNSCC).  We selected and validated a panel of 30 antibodies that allows the discrimination of the main leukocyte subsets infiltrating the tumor as well as auxiliary markers for tumor, vascular, and stromal. Fluorochrome conjugated reported oligonucleotides were hybridized on 12-cycle experiments with the Akoya PhenoCycler connected to a BZ-X700 microscope. Images were automatically acquired on 121 contiguous 20X fields (5.6mm x 4.2mm, resolution 377.47 nm/pixel) with 7 z-slices (1.5 µm/z pitch) and 30% tile overlap, with 10ms, 250 ms, 350 ms, and 350 ms acquisition time for DAPI, AF488, Cy3, and cy5 filters, respectively. The resulting 40,656 images per specimen were processed with the Akoya’s PhenoCycler™ Instrument Manager (version 1.3) and CODEX Processor (version 1.7.2) for segmentation using the default parameters. Cell phenotyping was performed in R using unsupervised clustering, followed by manual curation of clusters based on marker expression, morphology, and tissue localization. Cellular neighborhoods were identified implementing in R the neighborhood analysis from the NOLAN lab (https://github.com/nolanlab/NeighborhoodCoordination). We identified 14 conserved, distinct cellular neighborhoods that constitute a collection of components characteristic of the HNSCC infiltrating tumor microenvironment. This study highlights the power of CODEX immune fluorescence in immuno-monitoring, reveals the extraordinary complexity of the tumor microenvironment of HNSCC patients, and supports the notion that TLS1 and long-lived plasma cells are important determinants of antitumor immunity and tumor progression. HNSCC_results.csv table contains coordinates of all segmented objected, expression profiles, cell types and cellular neighborhood annotations.
DOI: 10.17632/d8pbz2y4w7.1
title: IoT Sensor Node Data

description: The data is collected from the deployed sensor node at a pilot farm in Narrabri, Australia. The dataset includes information about soil characteristics and environmental parameters, which are essential to construct machine learning predictive models for determining water loss or retention in the form of Evapotranspiration.
DOI: 10.17632/9wg3hb4w23.1
title: Milling time and public perception of Cell Broadcast tsunami alerts tested on the French Mediterranean coast on 19 January 2024

description: There is limited research on public perception, intended responses and message understanding in the situation of Cell Broadcast mobile alerts, especially in France as the Cell Broadcast has been recently developed (since June 2022). This original dataset has been completed during a tsunami trial conducted on 19 January 2022, by using an online questionnaire, with a short URL link directly included in mobile alert messages, displayed along the French Mediterranean coast (with 189 municipalities and 9 departments). The aim is to further evaluate what people do and think upon receiving Cell Broadcast alerts, that deliver an attention-grabbing message directly on the screen of mobile phones of people located in the at-risk zones. The Tsunami Evacuation Zones (TEZ) have been designed as the Cell Broadcast zone, by considering at fine scale all the areas characterized by a height of 0 to 5m above sea level and up to 200m inside river mouths. A first notification was sent in the TEZ from 09:30 to 10:30, and a second from 10:35 to 10:50 to close the test. A total of 9,446 totally-completed answers have been collected during 2 days even if 82.9% (n=7,825 answers) were already collected at 11:00. The sample consists of 24 questions, designed by an interdisciplinary research team (including geographers, designers and psychologists researchers), to respond to a dual challenge: 1) firstly, to evaluate the participants’ immediate reactions to the Cell Broadcast messages, displayed with sound tone (that may provoke anxiety, fear or stress, particularly if individuals are confused by such type of alert), and 2) second, to estimate the intended milling time (i.e., the time one person declared before he decides to evacuate) and to measure its influence for evacuation planning. Other variables (age, professional status, location during alert reception) completed the dataset and can be used as socio-demographic parameters as well as explanatory variables in case of more complete statistical analyses. The 9 Prefectures, the French Ministry of Interior and the researchers team were involved before the test (to produce the Tsunami Evacuation Zones and to design the alert messages), during the test (to observe reactions of recipients, but only at local scales) and after the test (to present results to the practitioners and disseminate the scientific lessons that can be addressed with this questionnaire). This original dataset serves as a critical resource for researchers, policymakers, and emergency managers focused on optimizing Cell Broadcast alerts and defining alert messages. It is particularly suited to enhance the effectiveness and understanding of tsunami Cell Broadcast alerts.
DOI: 10.17632/bdzjtff5bh.2
title: Dataset for Measuring Adversity Quotient, Digital Competence, Attitude Computer Technology and Self-Efficacy

description: The data was carried out among teachers in Indonesia, assessing gender, age, grade level of teaching, adversity quotient, digital competence, attitude computer technology, and self-efficacy. 901 respondents from 28 provinces through online survei via Google Form.
DOI: 10.17632/5yhggs7zy7.1
title: The Dataset for Pork Adulteration from Electronic Nose System

description: E-nose can be used for food authentication and adulteration assessment. Recently, halal authentication has gained attention because of cases of pork adulteration in beef. In this study, The electronic nose was built using nine MQ series gas sensors from Zhengzhou Winsen Electronics Technology Co., Ltd for detection pork adulteration in beef. The list of gas sensors are MQ2, MQ4, MQ6, MQ9, MQ135, MQ136, MQ137, and MQ138. These gas sensors were assembled with an Arduino microcontroller. For data communication, a universal serial bus (USB) interface was used to transfer the signals from the microcontroller to the computer. The gas sensors were placed in a sample chamber made of transparent glass.
DOI: 10.17632/6rjnz7nrws.1
title: Experimental constraints on the role of temperature and pyrogenic mineral assemblage in wildfire-induced major and trace element mobilisation

description: Geochemical data (bulk and in situ analysis, column leach, acetic acid extraction) and mineralogy for experimentally heated ferruginous nodules, linked to a paper submitted to Geochimica and Cosmochimica Acta. Full details can be found in the accompanying paper.
DOI: 10.17632/hp2cx64vw6.3
title: Detailed airflow dynamics and temperature data of axisymmetric and anisothermal jets developing in a room

description: The dataset contains raw data about air temperature, velocity and turbulent quantities of axisymmetric and anisothermal jets developing near the ceiling of a thermally controlled room called MINIBAT. These data are measured over five vertical sampling plans, one median plan and four transversal plans, for three cases of air jet temperature: an isothermal case (Re=13360), a hot case (Re=21600) and a cold case (Re=11760). Read the associated Data In Brief article (https://doi.org/10.1016/j.dib.2020.105382) for more detailed information.
DOI: 10.17632/8sjcnzpbbn.1
title: The impact of capital structure on the market value of technology companies

description: This dataset presents the main operational and financial indicators of technology companies from S&P500. To implement this study, a sample of 100 companies included in the S&P500 index for 2010-2022 was collected. The sample was obtained from the Bloomberg database. The sample includes companies from two sectors: information technology and biotechnology companies. 
Within the framework of this study, 2 main hypotheses are put forward:
1) The selected sources of financing have a significant impact on the market value of companies in the technology sector;
2) The ratio of equity and debt capital has a significant impact on the assessment of the company by the market.