cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y93rpb
title: Occurrence Download

description: A dataset containing 44560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex acutiformis, Carex acutiformis, Carex paludosa)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 44560 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007610-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amekwc
title: Occurrence Download

description: A dataset containing 3088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex appropinquata, Carex paradoxa, Carex paradoxa, Carex paradoxa)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3088 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007612-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3510022601-fra
title: Comptes moyens des adultes sous garde fédérale et provinciale selon l’identité autochtone

description: Surveillance dans un établissement de détention, comptes moyens des adultes, programmes fédéraux et provinciaux, selon l’identité autochtone, cinq années de données.
DOI: 10.15468/dl.bfvpdp
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex arenaria, Carex arenaria, Carex arenaria, Carex arenaria, Carex arenaria, Carex arenaria, Carex arenaria, Carex arenaria, Carex arenaria)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007613-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujc9v6
title: Occurrence Download

description: A dataset containing 4929377 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)"
 ]
 }
 }
 ]
 },
 "KingdomKey is Plantae",
 "Country is Mexico"
 ]
}

 The dataset includes 4929377 records from 981 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007552-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.23732988
title: Pollen-based precipitation reconstruction for the mid-Piacenzian Warm Period

description: This is the mid-Piacenzian Warm Period (MPWP) precipitation reconstruction based on 25 sites pollen by Prof. Haibin Wu, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing, 100029, ChinaE-mail: haibin-wu@mail.iggcas.ac.cnThese pollen-based precipitation reconstructions were used for comparison with PlioMIP2 simulations to evaluate model performance and assess regional hydrological changes. For details on the reconstruction data and the methodology for integrating proxy records with model outputs, please refer to Sun et al. (2024).<b>Reference:</b><br>Sun, Y., Wu, H., Ding, L., et al. (2024). Decomposition of physical processes controlling EASM precipitation changes during the mid-Piacenzian: new insights into data–model integration. <i>npj Climate and Atmospheric Science</i>, 7, 120. https://doi.org/10.1038/s41612-024-00668-4<br>
DOI: 10.6084/m9.figshare.23732988.v1
title: Pollen-based precipitation reconstruction for the mid-Piacenzian Warm Period

description: This is the mid-Piacenzian Warm Period (MPWP) precipitation reconstruction based on 25 sites pollen by Prof. Haibin Wu, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing, 100029, ChinaE-mail: haibin-wu@mail.iggcas.ac.cnThese pollen-based precipitation reconstructions were used for comparison with PlioMIP2 simulations to evaluate model performance and assess regional hydrological changes. For details on the reconstruction data and the methodology for integrating proxy records with model outputs, please refer to Sun et al. (2024).<b>Reference:</b><br>Sun, Y., Wu, H., Ding, L., et al. (2024). Decomposition of physical processes controlling EASM precipitation changes during the mid-Piacenzian: new insights into data–model integration. <i>npj Climate and Atmospheric Science</i>, 7, 120. https://doi.org/10.1038/s41612-024-00668-4<br>
DOI: 10.7910/dvn/4vxgeu
title: Replication Data for: Dataset "P3Numbers_20150326_f_15_001" available at http://eegdatabase.kiv.zcu.cz/experiments-detail?DEFAULT_PARAM_ID=684

description: Guess the number is a simple P300-based brain-computer interface experiment. Its aim is to ask the measured participant to pick a number between 1 and 9. Then, he or she is exposed to corresponding visual stimuli and experimenters try to guess the number thought while observing event-related potential waveforms on-line. 250 school-age children participated in the experiments that were carried out in elementary and secondary schools in the Czech Republic. Electroencephalographic data from three EEG channels (Fz, Cz, Pz) and stimuli markers were stored. Additional metadata about the participants were collected (gender, age, the number thought by the participant, the guess of the experimenters, and various interesting additional information). The data are stored in the Brain Vision format.
description: Presentation, 18.1
description: Brain Vision Recorder, 1.20.0001
description: All data and metadata in this dataverse can be downloaded as an experimental package named "PROJECT DAYS P3 NUMBERS" that is available at https://eegdatabase.kiv.zcu.cz in section "All experiments"
DOI: 10.7910/dvn/7ai6ck
title: Evaluation of a social franchising and telemedicine programme and the care provided for childhood diarrhoea and pneumonia, Bihar, India

description: Data set and accompanying do-files
DOI: 10.7910/dvn/aoj0p0
title: CO2e analysis of TOP100 Polish e-commerces

description: Results of a survey of the 100 largest Polish e-commerce stores by CO2 emissions.
DOI: 10.7910/dvn/fgfrzo
title: Reputation or Interaction: What Determines Cooperation on Economic Sanctions?

description: This article studies cooperation on multilateral economic sanctions. Despite low effectiveness and sanction-busting, multilateral economic sanctions are a popular tool of foreign policy. We explore an instrumental approach to sanctions and develop a game theory framework where sender states face a collective action problem when coordinating multilateral coercion. We indicate that cooperation can be achieved through repeated interactions and reputation. We test empirically the two mechanisms with the TIES data on economic sanctions and adherence to past sanction regimes and the Correlates of War data on membership in International Organisations. Our results indicate that reputation is a strong predictor of cooperation on multilateral economic coercion. The effect of repeated interaction appears conditional on reputation; states with poor reputation positively mediate its effect through repeated interaction.
DOI: 10.7910/dvn/fhrrhd
title: Replication Data for: Vaccine Diplomacy: How COVID-19 Vaccine Distribution in Latin America Increases Trust in Foreign Governments

description: Vaccine distribution in the Global South has created opportunities for vaccine-developing countries to improve their international reputations. Leveraging a panel survey conducted in early 2021, we evaluate whether “vaccine diplomacy” affects trust in foreign governments in six Latin American countries. Among vaccinated respondents, we find that trust in the government of the country that they believed developed their vaccine increased relative to trust in the governments of other foreign powers. Furthermore, providing information about the aggregate distribution of vaccines within a respondent’s country increased vaccine-eligible respondents’ trust in the governments of countries from which more vaccines were delivered. In each case, greater trust principally reflects updated perceptions of a common good motivation. Our empirical findings suggest that vaccine distribution—especially for China, but for other vaccine-developing countries as well—can cultivate favorable international public opinion. This may in turn facilitate great powers’ economic, political, or military foreign policy goals.

---

This directory replicates the analysis in "Vaccine Diplomacy: How COVID-19 Vaccine Distribution in Latin America Increases Trust in Foreign Governments," by Barham, Daly, Gerez, Marshall, and Pocasangre. Be sure to read the readme.txt file before running the code.
DOI: 10.7910/dvn/tormsw
title: Labcode 9A - HIV neutralization Protocol manual Plaque Reduction Assay with GHOST cells

description: This document contains a detailed protocol of the plaque reduction assays using human cell lines engineered to express CD4 and co-receptors for HIV and SIV entry. 

1. The HIV-infected U87.CD4-CCR5 or –CXCR4 cells form syncytia, that is, plaques that can be stained with hematoxylin and enumerated by light microscopy. 
2. GHOST(3) cells that have been engineered to express the green fluorescent protein following virus infection. Infected cells show green fluorescence and can be enumerated by fluorescence microscopy. 

Neutralization is determined by the ability of a serum to reduce the number of plaque forming units (PFU) relative to controls exposed to medium or negative serum. Both assays are run in microtiter format and neutralization is evaluated by manual reading after 3 days.
DOI: 10.7910/dvn/tr6eom
title: Replication data for: Public Opinion and Foreign Policy: The Stages of Presidential Decision-Making

description: Do presidents incorporate the preferences of the public into their foreign policy decisions? Previous scholarship has begun to sketch out the sources of variation in the policy–public opinion linkage, but we still lack a clear understanding of the factors that increase or decrease presidential responsiveness. To better explore the relationship, we conceptualize presidential foreign policy making as a five-stage process—problem representation, option generation, policy selection, implementation, and policy review—arguing that the degree to which presidents are responsive to public opinion varies with fluctuations in public attentiveness. At stages in which public interest is high, presidents are more likely to incorporate mass preferences into their decision making than during stages of public quiescence. The key finding in our analysis of 34 foreign policy cases is that the public's "issue-attention cycle" varies systematically across foreign policy crises and noncrises. Examining these cycles of attention allows us to make predictions about the conditions under which public opinion is most likely to influence decision making.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/udmfyv
title: Assessment of Physical Function in Health and Disease (Floor and Ceiling)

description: The objective of the current study was to improve the assessment of physical function by improving the precision of assessment at the floor (extremely poor function) and at the ceiling (extremely good health) of the health continuum. Under the NIH PROMIS program, we developed new physical function floor and ceiling items to supplement the existing item bank. Using item response theory (IRT) and the standard PROMIS methodology, we developed 30 floor items and 26 ceiling items and administered them during a 12-month prospective observational study of 737 individuals at the extremes of health status. Change over time was compared across anchor instruments and across items by means of effect sizes. Using the observed changes in scores, we back-calculated sample size requirements for the new and comparison measures. We studied 444 subjects with chronic illness and/or extreme age, and 293 generally fit subjects including athletes in training. IRT analyses confirmed that the new floor and ceiling items outperformed reference items (p&lt;0.001). The estimated post-hoc sample size requirements were reduced by a factor of two to four at the floor and a factor of two at the ceiling. Extending the range of physical function measurement can substantially improve measurement quality, can reduce sample size requirements and improve research efficiency. The paradigm shift from Disability to Physical Function includes the entire spectrum of physical function, signals improvement in the conceptual base of outcome assessment, and may be transformative as medical goals more closely approach societal goals for health.
DOI: 10.7910/dvn/ujv6l
title: Guatemala (2008): Bajo el Poncho a Pillow Talk: Relationships and Sexuality among Indigenous Peoples in Guatemala

description: This report presents results from a process of qualitative research and data synthesis carried out with indigenous men and women living in small towns and villages around 50km from Guatemala city. The work was carried out to provide an evidence base for PASMO's work on family planning (FP) and HIV prevention with indigenous peoples. The PEER method was used to generate in-depth narrative data about the social and economic context of these communities; relationships (including marriage and pre-marital relationships); and perceptions of reproductive health (including FP and HIV and AIDS).
DOI: 10.7910/dvn/ujwnm
title: House Unpassed Legislation 1859, rejected, SC1/series 230, Petition of Samuel Smith

description: &lt;p&gt;Petition subject: Against the rendition of fugitive slaves &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11029855"&gt;http://nrs.harvard.edu/urn-3:FHCL:11029855&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Middlefield &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Spencer Shaw, Cummington; committee on federal relations &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Samuel Smith&lt;/li&gt;&lt;li&gt;James H. Cottrell&lt;/li&gt;&lt;li&gt;Lucy Smith&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1859-02-04,1859-02-07 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 4, 1859 and referred to the committee on federal relations and sent for concurrence and received in the Senate on February 7, 1859 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 82 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 43 &lt;/p&gt; &lt;p&gt;Female signatures: 39 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, [females], ["others"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Signatory column format: column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Additional archivist notes: Signature columns switch sides? &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1859, rejected &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/yzszfy
title: Replication Data for: Economic Sanctions and Government Spending Adjustments: The Case of Disaster Preparedness

description: Economic sanctions research suggests that sanctioned countries’ overall economic costs tend to be low. We argue that, despite this, sanction costs can force governments of these countries to reallocate budget resources from low-priority spending categories to others in an effort to minimize governments’ political costs. One such low-priority category is disaster preparedness and mitigation. We show that economic sanctions lead to reduced disaster preparedness spending and, as a result, increase the scale of economic and human losses generated by natural disasters in sanctioned countries.
DOI: 10.7910/dvn/o8qa5h
title: Ontario Power

description: The Load Dataset was created for this project using meteorological data scraped from the Government of Canada's official website. The data is from January 1st, 2017 to July 4th, 2023 in Ottawa, Ontario. The dataset store information on 19 variables, including date, time (in 24 hours), year, quarter, month, week of the year, day of the year, state holiday, hour of the day, day of the week, day type, temperature, dew point temperature, relative humidity, wind speed, visibility, precipitation amounts, daily peak, and hourly demand. It consists of 96,432 rows, with each row representing an hour.
DOI: 10.7910/dvn/tpvolz
title: Mosquito Species Characterization Data for the Mosquitoes of Everglades National Park

description: Mosquitoes were sampled from a variety of habitats within Everglades National Park from June 12 to August 20, 2016. These data include information from a systematic literature review on collected species habitat preferences, medical importance, and flight distance.
description: These data are being used for a study on land cover preferences and the geography of viral isolates from collected mosquitoes: Mosquitoes in the Everglades: Report for Public Health (Zhang et al., In Preparation)
DOI: 10.7910/dvn/uhgyyv
title: A16_30870.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5064cb15-3fa6-49c1-ada4-fe0a9cee0932'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5064cb15-3fa6-49c1-ada4-fe0a9cee0932
DOI: 10.7910/dvn/7263pa
title: Petition of John Wepqush

description: &lt;p&gt;Petition subject: Property &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:28548130"&gt;http://nrs.harvard.edu/urn-3:FHCL:28548130&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1755-06-09 &lt;/p&gt; &lt;p&gt;Petition location: Mashpee &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Russell &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;John Wepqush&lt;/li&gt;&lt;li&gt;Wen Papmunnont&lt;/li&gt;&lt;li&gt;Peter Papmunnot&lt;/li&gt;&lt;li&gt;Sages Papmunnont&lt;/li&gt;&lt;li&gt;Daen Pognit&lt;/li&gt;&lt;li&gt;Danin Sank&lt;/li&gt;&lt;li&gt;Jo Sank&lt;/li&gt;&lt;li&gt;Joseph Panitch&lt;/li&gt;&lt;li&gt;Jo Riggag&lt;/li&gt;&lt;li&gt;Isaac Simon&lt;/li&gt;&lt;li&gt;Isaac Simon&lt;/li&gt;&lt;li&gt;Jo Pognitt&lt;/li&gt;&lt;li&gt;Isaac Tompam&lt;/li&gt;&lt;li&gt;Isaac Amos&lt;/li&gt;&lt;li&gt;Mattias Amos&lt;/li&gt;&lt;li&gt;Elizabeth Amos&lt;/li&gt;&lt;li&gt;Mercy Pany&lt;/li&gt;&lt;li&gt;Joseph Papener&lt;/li&gt;&lt;li&gt;Ropen Papmunnont&lt;/li&gt;&lt;li&gt;Pinnip Wepqeos&lt;/li&gt;&lt;li&gt;Jo Panau&lt;/li&gt;&lt;li&gt;Simon Panau&lt;/li&gt;&lt;li&gt;Jacop Natompam&lt;/li&gt;&lt;li&gt;Josias Peter&lt;/li&gt;&lt;li&gt;John Pognihew&lt;/li&gt;&lt;li&gt;Natun Pognit&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 26 &lt;/p&gt; &lt;p&gt;Females of color signatures: 2 &lt;/p&gt; &lt;p&gt;Males of color signatures: 24 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: wee poor Ingens, [males of color], [females of color], ["Mashpee Indians"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Signatory column format: not column separated &lt;/p&gt; &lt;p&gt;Native American tribe: Mashpee &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt; &lt;p&gt;Additional archivist notes: prohibit sale of lands, alcohol, liquor, English &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Massachusetts Archives volume 32, pages 632-632a &lt;/p&gt;
DOI: 10.7910/dvn/7codnc
title: Wright Casebook Edited; Docketed Case: 22,044
DOI: 10.7910/dvn/ey1pnc
title: 2000 Population Census Data Assembly, QINGHAI Province; 青海省2000人口普查统计资料汇编

description: The data files in this study have been created by merging individual per-county census files available as Microsoft Excel spreadsheets. Thus the study contains 111 data files, 1 file per census category. Each of these files contains merged census data for the following counties: XI NING CHENGDONG 西宁城东区 (630102), XINING CHENGZHONG 西宁城中区 (630103), XINING CHENGXI 西宁城西区 (630104), XINING CHENGBEI 西宁城北区 (630105), DATONGHUIZUTUZUZHZHIXIAN 大通回族土族自治县 (630121), HUANGZHONG 湟中县 (630122), HUANGYUAN 湟源县 (630123), PINGAN 平安县 (632121), MINHEHUIZUTUZUZHZHIXIAN 民和回族土族自治县 (632122), LEDU 乐都县 (632123), HUZHUTUZUZHZHIXIAN 互助土族自治县 (632126), HUALONGHUIZUZHZHIXIAN 化隆回族自治县 (632127), XUNHUASALAZUZHZHIXIAN 循化撒拉族自治县 (632128), MENYUANHUIZUZIZHIXIAN 门源回族自治县 (632221), QILIAN 祁连县 (632222), HAIYAN 海晏县 (632223), GANGCHA 刚察县 (632224), TONGREN 同仁县 (632321), JIANZHA 尖扎县 (632322), ZEKU 泽库县 (632323), HENANMENGGUZUZIZHIXIAN 河南蒙古族自治县 (632324), GONGHE 共和县 (632521), TONGDE 同德县 (632522), GUIDE 贵德县 (632523), XINGHAI 兴海县 (632524), GUINAN 贵南县 (632525), MAQIN 玛沁县 (632621), BANMA 班玛县 (632622), GANDE 甘德县 (632623), DARI 达日县 (632624), JIUZHI 久治县 (632625), MADUO 玛多县 (632626), YUSHU 玉树县 (632721), ZADUO 杂多县 (632722), CHENGDUO 称多县 (632723), ZHIDUO 治多县 (632724), NANGQIAN 囊谦县 (632725), QUMALAI 曲麻莱县 (632726), GEERMU 格尔木市 (632801), DELINGHA 德令哈市 (632802), WULAN 乌兰县 (632821), DULAN 都兰县 (632822), TIANJUN 天峻县 (632823).
DOI: 10.7910/dvn/4uz9d4
title: Replication Data for: Comparing apples to apples: an environmental criminology analysis of the effects of heat and rain on violent crimes in Boston.

description: Data analyzed in the Palgrave Communications article, "Comparing apples to apples: an environmental criminology analysis of the effects of heat and rain on violent crimes in Boston."
description: All data were originally obtained from the following publicly available websites:
https://www.ncdc.noaa.gov/cdo-web ;
https://data.cityofboston.gov ;
https://data.lacity.org