cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/dcj7rg
title: Access to Financial Services in Nigeria 2023 Dataset

description: The A2F Survey, which stands for “Access to Financial Services,” is a nationally representative survey conducted in Nigeria. It assesses the access to and use of financial services by Nigerian adults aged 18 and above across all 36 states and the Federal Capital Territory (FCT) of Abuja.

The primary purpose of the A2F Survey was to gather credible data on financial inclusion in Nigeria. This data helps to identify opportunities for policy reform and market opportunities for financial service providers.

The A2F Survey provides credible data that is essential for understanding the landscape of financial inclusion in Nigeria. It highlights opportunities for policy reform and market opportunities for financial service providers.

The A2F Survey provides information about how Nigerians access and use financial services. It also offers insights into national trends in financial inclusion, financial health, the impact of events like Covid-19, Naira re-design, customer trust in financial institutions, and the adoption of digital financial services.

The survey assesses all Nigerians’ access to and use of financial services, describes the access landscape, and identifies opportunities to promote financial inclusion in the country. It covers various aspects, including financial health, customer trust in financial institutions, and digital financial services.

The A2F Survey is universally recognized by financial sector stakeholders in Nigeria. It serves as an established and leading source of information on national trends in financial inclusion, aiding industry professionals and policymakers in making informed decisions.
description: Need Help with the A2F Dataset?

If you have any questions or need assistance with using the A2F dataset, we’re here to help! Please feel free to reach out to us at info@efina.org.ng. Our team is ready to support you with any inquiries or issues you may have.
DOI: 10.21233/8wfc-ct91
title: Santa Luisa vertebrate fauna dataset

description: Raw data for the Santa Luisa vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/ddivs8
title: Replication Data for: Municipality-Level Outcomes of Direct-Democratic Votes in Switzerland, 1866-2023

description: Abstract: Switzerland relies heavily on direct-democratic institutions to decide on a wide range of political issues. Since 1848, more than 600 direct-democratic votes have taken place at the national level. However, the lack of comprehensive data has limited the systematic use of these votes for research. This paper introduces a new dataset containing municipality-level outcomes for all direct-democratic votes from 1866 to 1944, and supplements post-1945 data to fill gaps in previous collections. Spanning over 150 years, the new dataset contains more than 1.3 million observations. Several empirical illustrations demonstrate the dataset’s potential for research.
DOI: 10.21233/v0km-0n20
title: Witless Bay testate amoebae surface sample dataset

description: Raw data for the Witless Bay testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.28952606.v10
title: Logic innovation NEW

description: Logic innovation
DOI: 10.21233/198n-5954
title: LDDsite1642 ostracode surface sample dataset

description: Raw data for the LDDsite1642 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gy69-8a50
title: Mukhrino testate amoebae surface sample dataset

description: Raw data for the Mukhrino testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/cwer-bw50
title: Voydatch Pond diatom bottom sample dataset

description: Raw data for the Voydatch Pond diatom bottom sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9vd0-aa57
title: Wally Creek testate amoebae surface sample dataset

description: Raw data for the Wally Creek testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/dgxcth
title: Daily, Monthly, and Annual 8-Hour Maximum O3 Concentrations for the Contiguous United States, 1-km Grid (2000 – 2016)

description: &lt;p&gt;&lt;i&gt;This dataset contains many files&lt;/i&gt;; use the Tree view below or &lt;a href=https://dataverse.harvard.edu/api/datasets/:persistentId/dirindex?persistentId=doi:10.7910/DVN/DGXCTH&gt;Dataverse API directory index&lt;/a&gt; to get a condensed overview of what is available. See the &lt;code&gt;README-O3.pdf&lt;/code&gt; file for more information.&lt;/p&gt;

&lt;h3&gt;Overview&lt;/h3&gt;

&lt;p&gt;This dataset includes daily predictions of 8-hour maximum ambient O&lt;sub&gt;3&lt;/sub&gt; across the contiguous U.S. from 2000 to 2016. These predictions were produced by a geographically-weighted ensemble model that combined predictions from fitted neural network, random forest, and gradient boosting machine learners. The overall 10-fold cross-validated R&lt;sup&gt;2&lt;/sup&gt; values were 0.90 for daily predictions and 0.86 for annual predictions.&lt;/p&gt;

&lt;p&gt;Daily predictions and monthly and yearly aggregates are available in RDS and plaintext formats, and the prediction grid is available as CSV and GeoPackage files. Example R code is provided to facilitate reading and common merge operations.&lt;/p&gt;

&lt;p&gt;When using this dataset, please also cite the Related Publication below, which further details the data sources and processes used to produce these predictions.&lt;/p&gt;

&lt;p&gt;This is a reupload and slight format change of data that was &lt;a href=https://web.archive.org/web/20241009071027/https://sedac.ciesin.columbia.edu/data/set/aqdh-o3-concentrations-contiguous-us-1-km-v1-10-2000-2016&gt;previously available on SEDAC / EarthData&lt;/a&gt; under the name "Daily and Annual 8-Hour Maximum O3 Concentrations for the Contiguous United States, 1-km Grids, v1.10 (2000 – 2016)".&lt;/p&gt;

&lt;h3&gt;Bulk downloads&lt;/h3&gt;

&lt;p&gt;&lt;code&gt;wget&lt;/code&gt; and other download programs can be used to bulk download files using the Dataverse API directory index:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;wget --recursive --execute robots=off --no-host-directories --span-hosts --content-disposition 'https://dataverse.harvard.edu/api/datasets/:persistentId/dirindex?persistentId=doi:10.7910/DVN/DGXCTH'&lt;/code&gt;&lt;/p&gt;
description: Air Quality Data for Health-Related Applications
DOI: 10.7910/dvn/deouer
title: TAFSSA District Agrifood Systems Assessment in India 2023: Local Market and Retail Census

description: TAFSSA (Transforming Agrifood Systems in South Asia) is a CGIAR Regional Integrated Initiative aimed at advancing equitable access to sustainable healthy diets, enhancing farmers' livelihoods and resilience, and conserving natural resources such as land, air, and water across South Asia. The TAFSSA district agrifood systems assessment seeks to establish a robust, accessible, and integrated evidence base that connects farm production, market access, dietary patterns, climate risk responses, and natural resource management, with gender considerations integrated throughout. The assessment focuses on rural areas in Bangladesh, India, and Nepal, utilizing a district-level, multi-year approach.&lt;/p&gt;
In December 2022–January 2023, data collection was conducted in the Nalanda district of Bihar, India. A census was carried out in 50 villages selected using probability proportional to the number of households in each village. The census included all formal and informal multi-vendor markets offering a variety of food products, as well as retail food shops in the selected villages. The types of multi-vendor markets covered included village markets, weekly village markets, roadside/street markets, and wholesale markets (mandis). Retail shops included local grocery stores, vegetable/fruit shops (green grocers), and specialized shops selling meat, eggs, fish, or dairy products.&lt;/p&gt;
The census employed pretested, structured questionnaires to gather data. Information collected included market density, vendor details, opening hours and days, products sold, infrastructure and facilities in shops, waste disposal methods, and GPS coordinates of the retail shops and markets.
description: Household- and Community-level Surveys
description: STATA, 17
DOI: 10.21233/p1j7-8155
title: LDDsite1783 ostracode surface sample dataset

description: Raw data for the LDDsite1783 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/m5f4-5q32
title: Elm Creek Lake water chemistry dataset

description: Raw data for the Elm Creek Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/42ry-9a90
title: Whitwater Lake ostracode surface sample dataset

description: Raw data for the Whitwater Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/vr5d-4130
title: Arrepentimientos pollen dataset

description: Raw data for the Arrepentimientos pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/ql0vzz
title: Monumento Nacional Ruínas Engenho São Jorge dos Erasmos

description: Fieldnotes and photographs of the Monumento Nacional Ruínas Engenho São Jorge dos Erasmos.
DOI: 10.7910/dvn/dfy9ak
title: Replication Data for: International Relations Scholars, the Media, and the Dilemma of Consensus

description: Dataset and replication files for the article "International Relations Scholars, the Media, and the Dilemma of Consensus"
DOI: 10.21233/a72y-nw67
title: Surmene Agacbasi Yaylasi testate amoebae surface sample dataset

description: Raw data for the Surmene Agacbasi Yaylasi testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/790r-9e34
title: TenaTrail155 pollen surface sample dataset

description: Raw data for the TenaTrail155 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/njzh-pm43
title: Ruoergai testate amoebae surface sample dataset

description: Raw data for the Ruoergai testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/b99c-d303
title: Vaseau Lake water chemistry dataset

description: Raw data for the Vaseau Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0p7h-mx72
title: TK-12 water chemistry dataset

description: Raw data for the TK-12 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/dkbvwf
title: Replication Data for: A low-cost, manually actuated, multi-dose microfluidic mixing assembly for on-site microliter production of the molybdenum blue color-developing reagent

description: Images, measurements, and calculations
DOI: 10.21233/h4gb-ka72
title: Bambili 1 pollen dataset

description: Raw data for the Bambili 1 pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/kc0c-a390
title: Lake Stockwell diatom surface sample dataset

description: Raw data for the Lake Stockwell diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/eb84-3z66
title: Mirabel Bog testate amoebae surface sample dataset

description: Raw data for the Mirabel Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dr9x-q211
title: Keystone Iron Fen testate amoebae surface sample dataset

description: Raw data for the Keystone Iron Fen testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yxmx-1892
title: B9443 pollen surface sample dataset

description: Raw data for the B9443 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/mgm2-va04
title: Plot2.12_340X60 pollen surface sample dataset

description: Raw data for the Plot2.12_340X60 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/p7mv-4b79
title: C038 (Wilson et al. 1994) diatom surface sample dataset

description: Raw data for the C038 (Wilson et al. 1994) diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8n0n-6834
title: Blackfish Lake diatom dataset

description: Raw data for the Blackfish Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gbbz-cp73
title: LDDsite6450 water chemistry dataset

description: Raw data for the LDDsite6450 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/n9f5-5940
title: Bull Trout Lake diatom dataset

description: Raw data for the Bull Trout Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8wrf-p858
title: Lac du Bouchet pollen dataset

description: Raw data for the Lac du Bouchet pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/r1hq-f826
title: Fletcher [DjOw-1] vertebrate fauna dataset

description: Raw data for the Fletcher [DjOw-1] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jdw6-mr72
title: Oakwood Lakes diatom bottom sample dataset

description: Raw data for the Oakwood Lakes diatom bottom sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9gt9-y713
title: Atlantic Lake diatom surface sample dataset

description: Raw data for the Atlantic Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/dp4bsp
title: Replication Data for: Stepp Castle "Authoritarianism, Racial Resentment, and Attitudes on the Colin Kaepernick Protests"

description: Replication data for "Authoritarianism, Racial Resentment, and Attitudes on the Colin Kaepernick Protests," conditionally accepted at The Social Science Journal.
description: All personal identifiers and unused variables have been deleted.
DOI: 10.21233/gypn-d557
title: Helena Lake diatom surface sample dataset

description: Raw data for the Helena Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8w2r-8a11
title: LDDsite199 water chemistry dataset

description: Raw data for the LDDsite199 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/2rt9-q035
title: LDDsite4858 water chemistry dataset

description: Raw data for the LDDsite4858 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/rqzf-f736
title: LDDsite3226 water chemistry dataset

description: Raw data for the LDDsite3226 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/efd8-3z04
title: South Rhody peatland testate amoebae surface sample dataset

description: Raw data for the South Rhody peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/j0vz-8336
title: LDDsite366 water chemistry dataset

description: Raw data for the LDDsite366 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.