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59 results for “questionnaire survey”

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zenodo52/100

The International Soundscape Database: An integrated multimedia database of urban soundscape surveys -- questionnaires with acoustical and contextual information

<h1>Introduction</h1> <p>The International Soundscape Database contains the results of a series of soundscape assessment campaigns carried out across Europe and China. The data collection process was conducted according to the <a href="https://www.mdpi.com/2076-3417/10/7/2397">SSID Protocol [1]</a> which integrates in situ questionnaires about users' soundscape experience, with binaural recordings, sound level meter readings, and 360 degree video. The core of this database are individual soundscape questionnaires collected for 3,500+ participants completed in situ in cities across Europe and China, and the psychoacoustic analysis of 30s binaural recordings which can be matched up to each questionnaire.</p> <p>The SSID Protocol was based on the ISO 12913&nbsp;standard for soundscape data collection [2]. For more information on the specifics of how this data is collected, please see [1].</p> <p>It is the intention that this dataset be added to and augmented with new locations, cities, and contexts in the future. This will be done both by the SSID team at University College London, but we also strongly welcome contributions from other researchers and practicioners. If a soundscape assessment is collected according to the SSID Protocol, it can be integrated with the rest of the database to form a large, cohesive, and ever-growing database of soundscape assessments.&nbsp;</p> <h2>Analysis</h2> <p>Code for exploring and analysing this dataset is included as part of the <a href="https://soundscapy.readthedocs.io/en/latest/">Soundscapy package</a>.</p> <h2>Included Files</h2> <p>This dataset incorporates surveys taken in multiple urban public spaces across several cities in Europe and China. These urban spaces include places like parks, urban squares, green spaces, and market streets. At each location, up to 100 questionnaires were collected over a series of multi-hour long sessions. Therefore the data is organised by LocationID, then SessionID, then GroupID.</p> <p>The basic directory structure and contents can be found below.&nbsp;</p> <h3>Survey Data (.csv)</h3> <p>'ISD v1.0 Data.csv' organises the data according to the labels given above.</p> <h3>Survey Metadata (.xlsx)</h3> <p>In addition a metadata file ('ISD v1.0 Metadata.xlsx') with photos and descriptions of each of the locations is provided. This metadata file also includes Data Dictionaries for each of the survey instrument versions included. These data dictionaries document precisely the questions asked and the available reponse labels and coding, along with the relevant translations.</p> <h3>Psychoacoustic Analysis (.csv)</h3> <p>The compiled csv file is formatted with a row for each individual participant's questionnaire response, then includes the psychoacoustic analysis of the 30s binaural recording taken while the participant was completing the questionnaire. Details about the psychoacoustic analyses is given in the 'Acoustic Settings' tab in the metadata file.</p> <p>The compiled survey and psychoacoustic analysis data is contained in 'ISD v1.0 Data.csv'. This is compiled from raw survey data files contained in 'Survey_Data', with individual cleaned survey and psychoacoustic data files included in 'Survey_Data/Interim_&lt;date&gt;'. The scripts for compiling this data are included in 'Scripts/'.</p> <h3>Sound Level Meter logs (.xlsx)</h3> <p>'SLM_&lt;city&gt;/' folders include session-long (i.e. ~3hrs) sound level meter log data in.xlsx files for each SessionID.</p> <h3>Binaural Recordings (32-bit floating point .wav)</h3> <p>'WAV_&lt;city&gt;/' folders include the ~30s binaural recordings in 32 bit floating point .wav format. Within each city folder are a set of LocationID folders containing their associated recordings. The wav files are titled with its GroupID, which is matched to the corresponding survey GroupIDs.&nbsp;</p> <h3>Cleaning and Compilation Scripts (.py)</h3> <p>Python code for cleaning and compiling the data from the raw survey data (within Survey_Data/source_data) are provided. These can be run within the provided demo notebook, or from the terminal by calling 'python -m ISDv1_main' with the relevant arguments. See the README.md file in this directory for more information.</p> <pre><code><br>├── ISD v1.0 Data.csv ├── ISD v1.0 Metadata.xlsx ├── SLM_Granada │ ├── CampoPrincipe1_SLM.xlsx │ ├── ... ├── SLM_Groningen │ └── Noorderplantsoen1_SLM.xlsx ├── SLM_etc ├── Scripts │ ├── ISDcleanDemo.ipynb │ ├── ISDcleaning.py │ ├── ISDpsycho.py │ ├── ISDv1_main.py │ ├── README.md │ └── pyproject.toml ├── Survey_Data │ ├── Interim_2024-02-08_cleaned │ └── source_data ├── WAV_Granada_1 │ ├── CampoPrincipe │ ├── ... ├── WAV_etc</code></pre> <p><strong>Citation</strong>: If you use the ISD or part of it, please cite our paper describing the data collection protocol [1] and this dataset itself.</p> <p><strong>License and reuse</strong>: All ISD recordings are provided under the Creative Commons Attribution 4.0 International (CC BY 4.0) License and are free to use. We encourage other researchers to replicate the SSID protocol and contribute new locations to the dataset. We also encourage the use of these recordings and the perceptual data for further soundscape research purposes. Please provide the proper attribution and get in touch with the authors if you would like to contribute new data or for any other collaborations.</p> <p>&nbsp;</p> <p>[1] Mitchell A, Oberman T, Aletta F, Erfanian M, Kachlicka M, Lionello M, Kang J. The Soundscape Indices (SSID) Protocol: A Method for Urban Soundscape Surveys&mdash;Questionnaires with Acoustical and Contextual Information. <em>Applied Sciences</em>. 2020; 10(7):2397. <a href="https://www.mdpi.com/2076-3417/10/7/2397">https://doi.org/10.3390/app10072397&nbsp;</a></p> <p>[2]&nbsp;ISO/TS 12913-2:2018 (2018). &ldquo;Acoustics &ndash; Soundscape &ndash; Part 2: Data collection and reporting requirements&rdquo; International Organization for Standardization, Geneva, Switzerland, 2018</p> <p>[3] Mitchell A, Oberman T, Aletta F, Kachlicka M, Lionello M, Erfanian M, Kang J. Investigating Urban Soundscapes of the COVID-19 Lockdown: A predictive soundscape modeling approach.<em>&nbsp;Journal of the Acoustical Society of America</em>. 2021.</p>

opencc-by-4.0Feb 2024View details →
zenodo48/100

Survey Questionnaire from Consumers according Fruits & Vegetables shopping

<p><span>E.K.PI.ZO. in collaboration with the AGRICULTURAL UNIVERSITY OF ATHENS (GPA) and the SMART AGRO HUB S.A. company, within the framework of the FOODITY - MI4SaferFood program, conducts survey in order to capture the needs and demands of consumers when they purchase fruits and vegetables. The results of this survey help on any future activcity for design APP for consumers. The dataset&nbsp; includes 293 consumers answered.&nbsp;</span></p> <p><span>This Survey done at April 2024 , from Greeks consumers&nbsp;</span></p> <p>&nbsp;</p>

opencc-by-4.0Nov 2024View details →
zenodo44/100

Questionnaire survey among members of the Czech Pirate Party regarding the use of the online voting system Helios

<p>LimeSurvey application, where only Pirate Party members had access to the survey via a unique URL sent in an e-mail invitation that allowed members to fill out the questionnaire once. The poll ran from 22 February to 14 March 2024. 213 members out of a total of 1,179 party members completed the 19-question poll in full, a response rate of 18.6%. 16 research questions were Yes or No answers, 3 questions were socio-demographic questions focusing on gender, age and educational attainment. 47 women, 146 men and 20 respondents did not classify themselves as male or female. The age group 18-30 years included 27 respondents, 31-40 years included 93 respondents, 41-50 years included 56 respondents, 51-60 years included 24 respondents, 61-70 years included 11 respondents, 71 years and above included 2 respondents. In terms of highest completed education of the respondents, 60 have high school degree, 27 have bachelor's degree, 97 have master's degree, 13 have doctoral degree and 16 have other degree.</p>

opencc-by-4.0Mar 2024View details →
zenodo44/100

Innovative forest products in the circular bioeconomy: online survey questionnaire and dataset

<p>This upload includes the dataset and questionnaire for an online survey with stakeholders, as part of a case study done for the BioMonitor project. The survey participants work in EU-based organizations involved in the development and manufacture of forest products, especially of the following categories: construction materials, textiles, chemicals, bioplastics, and wood-based composites.</p> <p>&nbsp;<br> <strong>About BioMonitor</strong><br> BioMonitor is an EU-funded project (biomonitor.eu) that aims to establish a sustainable and robust framework that different stakeholders can use to monitor and measure the bioeconomy and its various impacts in relation to the EU and its Member States. The BioMonitor consortium is composed of a team of universities, statistical and standardisation institutes as well as consultancies and data modelling experts.</p> <p><em>This work was supported by the BioMonitor project, which has received funding from the European Union&rsquo;s Horizon 2020 Research and Innovation Programme under Grant Agreement N&deg; 773297.</em></p>

opencc-by-4.0Jan 2022View details →
zenodo44/100

Elite Survey Questionnaire in English and Turkish

<p>FEUTURE Elite Survey Questionnaire</p> <p>The&nbsp;H2020- Elite Survey Questionnaire contains 16 questions in English and Turkish.&nbsp;</p>

opencc-by-4.0Sep 2018View details →
zenodo44/100

ENABLE.EU H2020 project dataset and questionnaire from a survey of households on energy use and energy choices

<p>The ZIP archive includes the anonymized micro-data (survey results) and the respective questionnaire from the survey of households in eleven countries, conducted as part of the H2020 project &quot;<a href="http://www.enable-eu.com">Enabling the Energy Union through understanding the drivers of individual and collective energy choices in Europe</a>&quot; (ENABLE.EU).&nbsp;</p> <p>The countries are: Bulgaria, France, Germany, Hungary, Italy, Norway, Poland, Serbia, Spain, Ukraine, and the United Kingdom.</p> <p>The dataset consists of 11 267&nbsp;completed questionnaires (cases).&nbsp;</p> <p>The ZIP archive includes the following files:<br> &bull;&nbsp;&nbsp; &nbsp;ENABLE.EU survey questionnaire for households&nbsp;in PDF format;<br> &bull;&nbsp;&nbsp; &nbsp;ENABLE dataset from the survey of households&nbsp;in SAV format for IBM SPSS;<br> &bull;&nbsp;&nbsp; &nbsp;ENABLE dataset from the survey of households in DTA format for STATA (the dataset is produced by simple export from SAV format and could contain some differences due to export limitations; If possible, we recommend to use the SAV-SPSS format);<br> &bull;&nbsp;&nbsp; &nbsp;ENABLE dataset from the survey of households in XLSX format for Microsoft Excel, which includes also corresponding tables for the labels of questions and answers.</p> <p>For more information about the survey methodology and survey results please see: &quot;D4.1&nbsp;Final report on comparative sociological analysis of the household survey results&quot; under the section <a href="http://www.enable-eu.com/downloads-and-deliverables/">Downloads / Deliverables</a>&nbsp;at the ENABLE.EU web-site.&nbsp;</p>

opencc-by-4.0Oct 2019View details →
zenodo44/100

ENABLE.EU H2020 project dataset and questionnaire from a survey of business enterprises on energy use and energy choices

<p>The ZIP archive includes the anonymized micro-data (survey results) and the respective questionnaire from the online survey among the business enterprises in eleven countries, conducted as part of the H2020 project &quot;<a href="http://www.enable-eu.com/">Enabling the Energy Union through understanding the drivers of individual and collective energy choices in Europe</a>&quot; (ENABLE.EU).</p> <p>The countries are: Bulgaria, France, Germany, Hungary, Italy, Norway, Poland, Serbia, Spain, Ukraine, and the United Kingdom.</p> <p>The dataset consists of 215 completed and 505 uncompleted questionnaires (cases).</p> <p>The ZIP archive includes the following files:</p> <ul> <li>ENABLE.EU survey questionnaire for business enterprises in PDF format;</li> <li>ENABLE dataset from the survey of business enterprises in SAV format for IBM SPSS;</li> <li>ENABLE dataset from the survey of business enterprises in DTA format for STATA (the dataset is produced by simple export from SAV format and could contain some differences due to export limitations; If possible, we recommend to use the SAV-SPSS format);</li> <li>ENABLE dataset from the survey of business enterprises in XLSX format for Microsoft Excel, which includes also corresponding tables for the labels of questions and answers.</li> </ul> <p>For more information about the survey methodology and survey results please see: D3.1&nbsp;Final report on comparative sociological analysis of the business enterprises&#39; survey under the section <a href="http://www.enable-eu.com/downloads-and-deliverables/">Downloads / Deliverables</a> at the ENABLE.EU web-site.&nbsp;</p>

opencc-by-4.0Oct 2019View details →
zenodo44/100

OMCF questionnaires - Surveying volcanic crises exercises: From open-question questionnaires to a prototype checklist

<p>English / French / Italian / Spanish versions</p> <p>Volcanic crisis exercises are usually run to test response capabilities, communication protocols, and decision-making procedures by those agencies, such as volcano observatories and/or Civil Protection authorities, with responsibilities to cope with scenarios of volcanic unrest with inherent uncertainty. During the last decades, the use of questionnaires has been increased to evaluate people&rsquo;s knowledge on volcanic hazards and their perception of risk, which could affect their preparedness to respond to emergency measures plans. In this paper, we show the study carried out within the EUROVOLC project in extracting information on the experience gained during volcanic-crisis exercises by the project&rsquo;s participants and beyond. In particular, we first distributed an open-question questionnaire survey within the EUROVOLC-project community. Based on the results obtained, we developed a more user-friendly online multi-choice questionnaire that we submitted to different volcanological communities within and outside the project. From the answers to the on-line questionnaire, we extracted a prototype checklist for guiding those who design such exercises in the future. Here, we give details on the lessons learnt from this study, in particular about the need to increase training activities, to improve external (between players and general public/media) communication tools, equipment and protocols and to better define decision-makers needs. Our preliminary results confirm that this type of survey is a very useful tool for gathering information on participants&#39; experience and knowledge, and to understand which data and information may be useful when designing exercises for scientists, emergency managers and others involved in a volcanic crisis.</p> <p>&nbsp;</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

A Questionnaire to Assess the Research Practices and Services Related to the Academic and Research Staff at the Institutions of Higher Education in Palestine - Survey Data

<p>Data generated as part of a needs assessment survey conducted as part of ROMOR, a project funded by the Erasmus Plus Programme of the European Union in the period from October 2016 to October 2019. A questionnaire was prepared under the supervision of Palestinian Universities participating in the project. The results of the study will be used to create and develop institutional repositories to store the digital outputs of scientific research at the institutions of higher education in Palestine. The results will be also used to provide the vocational and academic training, and the institutional policies required to manage, organize the use, and populate the prospective repositories. This objective will contribute in promoting the access to and benefit of the results of scientific research in Palestine, and increase its impact at the local and international levels. This questionnaire was distributed to the representative of each institution, who in turn forwarded it to the suitable persons in the institution. Data was collected between January 4th and February 19th 2017. Paper and electronic versions of a questionnaire were prepared in both Arabic and English. The project coordinators at partner PS HEIs were requested to circulate the electronic questionnaire to all researchers and members of academic staff. Data was collected by ROMOR partners at:</p> ● The Islamic University of Gaza (IUG) ● Al-Quds Open University (QOU) ● Birzeit University (BZU) ● Palestine Technical University-Kadoori (KAD)

opencc-by-4.0May 2017View details →
zenodo40/100

A Questionnaire to Assess the Research Practices and Services Related to the Academic and Research Staff at the Institutions of Higher Education in Palestine - Survey Data with Pie Charts

<p>Data generated as part of a needs assessment survey conducted as part of ROMOR, a project funded by the Erasmus Plus Programme of the European Union in the period from October 2016 to October 2019. A questionnaire was prepared under the supervision of Palestinian Universities participating in the project. The results of the study will be used to create and develop institutional repositories to store the digital outputs of scientific research at the institutions of higher education in Palestine. The results will be also used to provide the vocational and academic training, and the institutional policies required to manage, organize the use, and populate the prospective repositories. This objective will contribute in promoting the access to and benefit of the results of scientific research in Palestine, and increase its impact at the local and international levels. This questionnaire was distributed to the representative of each institution, who in turn forwarded it to the suitable persons in the institution. Data was collected between January 4th and February 19th 2017. Paper and electronic versions of a questionnaire were prepared in both Arabic and English. The project coordinators at partner PS HEIs were requested to circulate the electronic questionnaire to all researchers and members of academic staff. Data was collected by ROMOR partners at:</p> <p>● The Islamic University of Gaza (IUG)</p> <p>● Al-Quds Open University (QOU)</p> <p>● Birzeit University (BZU)</p> <p>● Palestine Technical University-Kadoori (KAD)</p> <p>[Data visualised as pie charts]</p> <p> </p>

opencc-by-4.0May 2017View details →
zenodo40/100

Questionnaire for surveys on Urban Green Space use and survey raw data for Brussels (Belgium), Luxembourg-city (Luxembourg) and Rouen (France)

<p>The repository contains the xml files of survey questionnaires on the use of urban green spaces. All survey files are translated into three languages (English, French and German).</p> <p>At the time of this publication, these questionnaires have already been used for conducting face-to-face surveys in 2016 in Brussels (Belgium), in 2017 in Luxembourg-city (Luxembourg) and in 2017 in Rouen (France).</p> <p>The results of these surveys are provided in raw data format (csv files), after anonymisation (home and workplace locations have been removed).</p> <p>Please feel free to contact us for any supplementary info.</p>

opencc-by-4.0Mar 2022View details →
zenodo40/100

Survey questionnaire and results on Structural Barriers to Investment in Energy Efficiency Policies in the Private Rented Sector

<p>The online survey was designed and conducted in the framework of the EU H2020 project ENPOR (&quot;Actions to Mitigate Energy Poverty in the Private Rented Sector). The aim of the survey was to receive statistically sound insights on structural factors that affect the implementation of energy efficiency policies for the alleviation of energy poverty in the European Private Rented Sector. We developed it&nbsp;as an explorative, semi-quantitative, self-completion online questionnaire, using the online tool &ldquo;EUSurvey&rdquo;. We performed the online survey among different stakeholders from academia, policy, NGO&rsquo;s, landlords and tenant associations, etc.</p>

opencc-by-4.0May 2022View details →
zenodo40/100

Survey questionnaire and results on Pay-for-Performance (P4P) schemes for energy efficiency measures

<p>The online survey was designed and conducted in the framework of the EU H2020 SENSEI project. The aim of the survey was to identify stakeholders&rsquo; perceptions on how P4P programmes could be integrated into the existing EU regulatory and market framework. We developed a semi-quantitative, self-completion online questionnaire, using the online tool &ldquo;Alchemer&rdquo;. The online survey collects input from different experts from the field of academia, consultancies, policymaking, and the energy industry.&nbsp;</p> <p>The questionnaire is used by <em>Tzani</em> <em>et al </em>(2022) to investigate how policy developments and adjustments in the EU can facilitate the design of performance-based energy efficiency programmes. The study combines a Strengths, Weaknesses, Opportunities, and Threats framework with an Analytical Hierarchy Process method and a Threats, Opportunities, Weaknesses, and Strengths matrix for the analysis of different stakeholder perceptions and the formulation of policy strategies.</p> <p>If you use this questionnaire in an academic publication, please cite the corresponding article:</p> <p><em>Tzani, D., Exintaveloni, D.S., Stavrakas, V., Flamos, A. </em><em>Devising policy strategies for the deployment of energy efficiency Pay-for-Performance programmes in the European Union</em><em>. </em></p>

opencc-by-4.0May 2022View details →
zenodo40/100

Survey questionnaire data on Perceptions, interactions, and responses to urban natural environments through ecological momentary assessment

<p>Data consist of a R file format and contain the cleaned survey quistionaire data where people were asked about their perceptions, interactions, and responses to urban natural environments. For more information please read the following report Published as part of the Regreen Horizon project.&nbsp;</p> <p>Panduro, T.E., Zandersen, M., Guell, C., Lovell, R., Garrett, J., Taylor, T., Fullam, J., Amegbor, P. (2024) Perceptions, interactions, and responses to urban natural environments through ecological momentary assessment (EMA). Deliverable D4.6. REGREEN - Fostering nature-based solutions for smart, green and healthy urban transitions in Europe and China. Horizon2020 Grant No. 821016. &nbsp;https://www.doi.org/10.5281/zenodo.10594764</p>

opencc-by-4.0Apr 2024View details →
zenodo40/100

A questionnaire survey of expected characteristics of i-voting systems among students and graduates of agricultural colleges

<p>In order to find out the opinions on the transparency of remote electronic voting, a questionnaire survey was conducted among students and graduates of Czech universities with agricultural specialization. We assume that these are people with higher technical literacy who may be potential users of i-voting systems in farms in the near future. For the composition of the questions, the framework from Agbesi et al. (2023) was used to investigate the dimensions of transparency for Internet voting, supplemented with a few specific questions. Agbesi et al. (2023) identify five core dimensions, namely information accessibility, clarity, monitoring and verifiability, corrective action and testing, these dimensions influence the perception of transparency which in turn influences trust in the overall system. The anonymous questionnaire survey was conducted online via the Dotaznik.czu.cz platform operated by the Czech University of Life Sciences Prague. The invitation to participate in the survey was extended primarily to Czech students and graduates of agricultural universities. The questionnaire survey was conducted from 24 October 2023 to 12 May 2024. The questionnaire was freely accessible on the platform, therefore some respondents may be outside the target population within the limitations of the research. Participants were shown all information including consent to data processing on the homepage of the survey.</p> <p>Respondents answered on a seven-point Likert scale ranging from Strongly Disagree (0) to Strongly Agree (6) to statements within the five defined dimensions. A total of 177 individuals were recorded as completing the questionnaire. A total of 108 questionnaires were completed in full. Of these, 8 more questionnaires were removed because the control question "This question is not part of the survey and just helps us to detect bots and automated scripts. To confirm that you are a human, please choose 'Strongly agree' here" was answered differently than Strongly agree. Of the 100 responses examined, 64 were male, 35 were female, and 1 respondent did not indicate their gender. 72 respondents are aged 18-30, 18 aged 31-40, 5 aged 41-50, 2 aged 51-60 and 3 aged 61-70. 72 respondents have completed secondary education, 10 have a Bachelor's degree, 12 have a Master's degree and 6 have a PhD.</p>

opencc-by-4.0May 2024View details →
zenodo40/100

Questionnaire, R Scripts and Response Data Set of the Survey on Functionally Similar Code Clones

<p>In 2017, we conducted an open online survey regarding functionally similar code clones with practitioners. We make the used questionnaire, the data from the response to the questionnaire and our used R script for the analysis openly available.</p>

opencc-by-4.0Feb 2018View details →
zenodo40/100

Environmental issues of software & its labelling: questionnaire and survey data

<p>Questionnaire (original one in German, translated into English) and the survey data of my survey on environmental issues of software and its labelling, conducted in August to October 2016 (doctoral studies).</p>

opencc-by-nc-nd-4.0Aug 2018View details →
zenodo40/100

PROSEU survey questionnaire. New energy for Europe: Renewable Energy Prosumers Initiatives

<p>As part of work package n&ordm;2 of the H2020 PROSEU project, which aimed to establish a baseline review and characterisation of renewable energy sources (RES) prosumer (self-consumption) initiatives across Europe, data were collected&nbsp;for nine EU member states (Belgium, Croatia, France, Germany, Italy, Portugal, Spain, the Netherlands, and the United Kingdom) using a self-administered online survey launched in these countries in eight languages, from October 2018 to January 2019. The results of the survey are presented in deliverable D2.1. The present document contains the English version of the questionnaire used in the survey.</p>

opencc-by-4.0Jun 2019View details →
zenodo40/100

Figure 6 in A questionnaire survey of the Brazilian dipterological research community

Figure 6. Word clouds generated from the following responses: A. Answers of academic professionals to the question "Describe what is, in your opinion, the major challenge for Brazilian dipterists"; B. Answers of academic professionals to the question "Describe what is, in your opinion, the major challenge for Brazilian early-career dipterists (within less than 10 years of obtaining their Ph.D.)"; C. Answers of students to the question "Describe what is, in your opinion, the major challenge for Brazilian dipterists graduating or having recently graduated". The words in the word clouds were standardized in Portuguese based on the criteria described in the Methods section, and then translated into English. Further details can be found in Table S5.

opencc-by-4.0Feb 2024View details →
zenodo40/100

Figure 5 in A questionnaire survey of the Brazilian dipterological research community

Figure 5. The phylogenetic and research discipline/ subject area distributions of the respondents to the survey of dipterists in Brazil. The absolute number of researchers working on each dipteran family cited in our survey by research discipline/subject area is represented by the intensity of the coloring within the heat map, where darker shading indicates a higher number of researchers. The total number of researchers for each research discipline/subject area (i.e., summed across dipteran families) is represented in the vertical bar chart immediately above the heat map, while the number of researchers for each dipteran family (i.e., summed across all research disciplines/subject areas) is represented in the horizontal bar chart immediately adjacent to the heat map. Note that the overall sum for the number of researchers studying different dipteran families (n = 244), as well as different research disciplines/subject areas (n = 600), is greater than the number of respondents to the survey (n = 126). This is because many respondents work on more than one dipteran family and/or research discipline/subject area (see Main Text). The horizontal bar chart on the right of the figure gives the species richness of each dipteran family in Brazil cited in the survey (data taken from Rafael 2022). The phylogenetic tree was extracted from Wiegmann et al. (2011), with missing taxa manually added (i.e., Archizelmiridae, Mythicomyiidae, Pseudopomyzidae, Tethinidae, Valeseguyidae, and Zhangsolvidae). The three fossil taxa are highlighted in blue, while the taxa of interest either because of their medical and/or veterinary importance, or agricultural and/or economic importance, are also indicated in red and green, respectively.

opencc-by-4.0Feb 2024View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.