Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

9

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

9 results for “Point of interest”

Learn how ShareScore rates datasets ↗
zenodo48/100

Density Layers of selected Points of Interest from Open Street Map

<p>This dataset contains a raster layer of 100*100m resolution showing the density of selected amenities from Open Street Map. The amenities are selected as points of interest, where electric vehicles owners are likely to stop for a moment and recharge their vehicles. This dataset covers Europe and was obtained with the Overpass API. This dataset can be used to identify possible charging location for electric vehicles or any other purpose requiring to quantify the number of amenities in an area.</p> <p>&nbsp;</p> <p>This dataset shows densities of a selection of Points of Interest in Europe from Open Street Map [1].</p> <p>Included countries are:</p> <p>&nbsp;</p> <p><em><strong>country_codes</strong> = [&#39;AT&#39;, &#39;BE&#39;, &#39;BG&#39;, &#39;HR&#39;, &#39;CY&#39;, &#39;CZ&#39;, &#39;DK&#39;, &#39;EE&#39;, &#39;FI&#39;, &#39;FR&#39;, &#39;DE&#39;, &#39;GR&#39;, &#39;HU&#39;, &#39;IE&#39;, &#39;IT&#39;,&#39;LV&#39;, &#39;LT&#39;, &#39;LU&#39;, &#39;MT&#39;, &#39;NL&#39;, &#39;PL&#39;, &#39;PT&#39;, &#39;RO&#39;, &#39;SK&#39;, &#39;SI&#39;, &#39;ES&#39;, &#39;SE&#39;, &#39;AL&#39;, &#39;AD&#39;, &#39;AM&#39;, &#39;BY&#39;, &#39;BA&#39;, &#39;FO&#39;, &#39;GE&#39;, &#39;GI&#39;, &#39;IS&#39;, &#39;IM&#39;, &#39;XK&#39;, &#39;LI&#39;, &#39;MK&#39;, &#39;MD&#39;, &#39;MC&#39;, &#39;ME&#39;, &#39;NO&#39;, &#39;SM&#39;, &#39;RS&#39;, &#39;CH&#39;, &#39;TR&#39;, &#39;UA&#39;, &#39;GB&#39;, &#39;VA&#39;]</em></p> <p>&nbsp;</p> <p>The requests of Points of Interest have been performed with the Overpass API [2] (free of charge).</p> <p>&nbsp;</p> <p>The codes included in each density are listed below :</p> <p>&nbsp;</p> <p><strong><em>&#39;highway&#39;</em></strong><em> = [&#39;&quot;highway&quot;=&quot;motorway&quot;&#39;, &#39;&quot;highway&quot;=&quot;rest_area&quot;&#39;];</em></p> <p><strong><em>&#39;parkings&#39;</em></strong><em> = [&#39;&quot;parking&quot;=&quot;surface&quot;&#39;, &#39;&quot;parking&quot;=&quot;multi-storey&quot;&#39;, &#39;&quot;parking&quot;=&quot;street_side&quot;&#39;, &#39;&quot;parking&quot;=&quot;underground&quot;&#39; , &#39;&quot;park_ride&quot;&#39; ];</em></p> <p><strong><em>&#39;school&#39;</em></strong><em> = [&#39;&quot;amenity&quot;=&quot;college&quot;&#39;, &#39;&quot;building&quot;=&quot;college&quot;&#39;, &#39;&quot;building&quot;=&quot;university&quot;&#39;, &#39;&quot;amenity&quot;=&quot;university&quot;&#39;, &#39;&quot;amenity&quot;=&quot;school&quot;&#39; , &#39;&quot;amenity&quot;=&quot;school&quot;&#39;, &#39;&quot;amenity&quot;=&quot;kindergarten&quot;&#39;, &#39;&quot;amenity&quot;=&quot;library&quot;&#39;];</em></p> <p><strong><em>&#39;health&#39;</em></strong><em>= [&#39;&quot;amenity&quot;=&quot;clinic&quot;&#39;, &#39;&quot;amenity&quot;=&quot;dentist&quot;&#39;, &#39;&quot;amenity&quot;=&quot;school&quot;&#39; , &#39;&quot;amenity&quot;=&quot;doctors&quot;&#39;, &#39;&quot;amenity&quot;=&quot;hospital&quot;&#39;, &#39;&quot;amenity&quot;=&quot;pharmacy&quot;&#39;,&#39;&quot;amenity&quot;=&quot;veterinary&quot;&#39;]; </em></p> <p><strong><em>&#39;cafe&#39;</em></strong><em>= [&#39;&quot;amenity&quot;=&quot;cafe&quot;&#39;,&#39;&quot;amenity&quot;=&quot;ice_cream&quot;&#39;, &#39;&quot;amenity&quot;=&quot;internet_cafe&quot;&#39;]; </em></p> <p><strong><em>&#39;supermarket&#39;</em></strong><em> = [&#39;&quot;shop&quot;=&quot;supermarket&quot;&#39;, &#39;&quot;shop&quot;=&quot;mall&quot;&#39;, &#39;&quot;shop&quot;= &quot;department_store&quot;&#39;, &#39;&quot;shop&quot;= &quot;convenience&quot;&#39;];</em></p> <p><strong><em>&#39;restaurant&#39;</em></strong><em>= [&#39;&quot;amenity&quot;=&quot;restaurant&quot;&#39;];</em></p> <p><strong><em>&#39;fastfood&#39;</em></strong><em> = [&#39;&quot;amenity&quot;=&quot;fast_food&quot;&#39;];</em></p> <p><strong><em>&#39;sport&#39;</em></strong><em>= [&#39;&quot;sport&quot;&#39;]; </em></p> <p><strong><em>&#39;hotel&#39;</em></strong><em> = [&#39;&quot;tourism&quot;=&quot;hotel&quot;&#39;, &#39;&quot;building&quot;=&quot;hotel&quot;&#39;, &#39;&quot;tourism&quot;=&quot;guest_house&quot;&#39;,&#39;&quot;tourism&quot;=&quot;apartment&quot;&#39;,&#39;&quot;tourism&quot;=&quot;hostel&quot;&#39;,&#39;&quot;tourism&quot;=&quot;motel&quot;&#39;,&#39;&quot;tourism&quot;=&quot;camp_site&quot;&#39;]; </em></p> <p><strong><em>&#39;pubs&#39;</em></strong><em> = [&#39;&quot;amenity&quot;=&quot;bar&quot;&#39;,&#39;&quot;amenity&quot;=&quot;pub&quot;&#39;, &#39;&quot;amenity&quot;=&quot;biergarten&quot;&#39;];</em></p> <p><em>&#39;theatre&#39;= [&#39;&quot;amenity&quot;=&quot;theatre&quot;&#39;, &#39;&quot;amenity&quot;=&quot;cinema&quot;&#39;, &#39;&quot;amenity&quot;=&quot;music_venue&quot;&#39;, &#39;&quot;leisure&quot;=&quot;stadium&quot;&#39; ]; </em></p> <p><strong><em>&#39;night&#39;</em></strong><em> = [&#39;&quot;amenity&quot;=&quot;nightclub&quot;&#39;, &#39;&quot;amenity&quot;=&quot;casino&quot;&#39;,&#39;&quot;amenity&quot;=&quot;gambling&quot;&#39;,&#39;&quot;amenity&quot;=&quot;stripclub&quot;&#39;]; </em></p> <p><strong><em>&#39;socio&#39;</em></strong><em>= [&#39;&quot;amenity&quot;=&quot;arts_centre&quot;&#39;, &#39;&quot;amenity&quot;=&quot;community_centre&quot;&#39;, &#39;&quot;amenity&quot;=&quot;social_centre&quot;&#39;, &#39;&quot;amenity&quot;=&quot;music_school&quot;&#39;, &#39;&quot;amenity&quot;=&quot;language_school&quot;&#39;]; </em></p> <p><strong><em>&#39;shop&#39;</em></strong><em> = [&#39;&quot;shop&quot;&#39;];</em></p> <p><strong><em>&#39;tourism&#39;</em></strong><em> = [&#39;&quot;amenity&quot;=&quot;exhibition_centre&quot;&#39;, &#39;&quot;tourism&quot;=&quot;attraction&quot;&#39;,&#39;&quot;tourism&quot;=&quot;viewpoint&quot;&#39;,&#39;&quot;tourism&quot;=&quot;aquarium &quot;&#39;,&#39;&quot;leisure&quot;=&quot;beach_resort &quot;&#39;,&#39;&quot;tourism&quot;=&quot;gallery&quot;&#39;,&#39;&quot;tourism&quot;=&quot;museum&quot;&#39;,&#39;&quot;tourism&quot;=&quot;theme_park&quot;&#39;,&#39;&quot;tourism&quot;=&quot;zoo&quot;&#39;,&#39;&quot;tourism&quot;=&quot;artwork&quot;&#39;];</em></p> <p>&nbsp;</p> <p>The pixel values are the sum of the number of POIs of each type located in the pixel.</p> <p>&nbsp;</p> <p><em>Limitations of the dataset</em></p> <p>- The dataset provides densities of only a selection of points of interests, regardless of its type. The complete list of amenity codes can be found on the OSM Wiki [3].</p> <p>- Ways are only considered through their centre points.</p> <p>&nbsp;</p> <p>[1] &ldquo;Open Street Map.&rdquo; <a href="https://www.openstreetmap.org/">https://www.openstreetmap.org/</a> (accessed Sep. 05, 2023).</p> <p>[2] &ldquo;Overpass API.&rdquo; <a href="https://wiki.openstreetmap.org/wiki/Overpass_API">https://wiki.openstreetmap.org/wiki/Overpass_API</a>&nbsp; (accessed Sep. 05, 2023).</p> <p>[3] &ldquo;Open Street Map Wiki.&rdquo; <a href="https://wiki.openstreetmap.org/wiki/Key:amenity#Sustenance">https://wiki.openstreetmap.org/wiki/Key:amenity#Sustenance</a> (accessed Sep. 05, 2023).</p>

opencc-by-4.0Sep 2023View details →
zenodo40/100

TripAdvisor Points of Interest

<p>Dataset with&nbsp;Point of Interest (POI) reviews from TripAdvisor that includes text and images from different cities.</p>

opencc-by-4.0Dec 2021View details →
dryad32/100

Data from: Disparate patterns of movements and visits to points of interest located in urban hotspots across U.S. metropolitan cities during COVID-19

<p>We examined the effect of social distancing on changes in visits to urban hotspot points of interest. In a pandemic situation, urban hotspots could be potential superspreader areas as visits to urban hotspots can increase the risk of contact and transmission of a disease among a population. We mapped origin-destination networks from census block groups to points of interest (POIs), such as restaurants, museums, and schools, in sixteen cities in the United States. We adopted a coarse-grain approach to examine patterns of visits to POIs among hotspots and non-hotspots from January to May 2020. Also, we conducted chi-square tests to identify POIs with significant flux-in changes during the analysis period. The results showed disparate patterns across cities in terms of reduction in hotspot POI visits. Sixteen cities are divided into two categories. In one category, which includes the cities of, San Francisco, Seattle, and Chicago, we observe a considerable decrease in hotspot POI visits, while in another category, including the cites of, Austin, Houston, and San Diego, the visits to hotspots did not greatly decrease. While all the cities exhibited overall decreasing visits to POIs, one category maintained the proportion of visits to hotspot POIs. The proportion of visits to some POIs (e.g., Restaurants) remained stable during the social distancing period, while some POIs had an increased proportion of visits (e.g., Grocery Stores). We also identified POIs with significant flux-in changes, showing that related businesses were greatly affected by social distancing.</p>

opencc-zeroDec 2020View details →
ClinicalTrials.gov32/100

Point-of-care Ultrasound Interest in Dyspneic Emergency Department Patients: an Observational Bicentric Study

ClinicalTrials.gov study NCT04327882. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
dryad32/100

Data from: Disparate patterns of movements and visits to points of interest located in urban hotspots across U.S. metropolitan cities during COVID-19

Open the record for dataset details and reuse information.

publicDec 2020View details →
zenodo28/100

Data of Qyer Comments on Points of Interest in Switzerland until November 2017, including User Information

<p>The dataset contains a set of observations about comments on the Microblog &quot;Qyer.com&quot;. For every comment, there is Information about time and place and about the user who uploaded the comment.</p>

opencc-by-4.0Oct 2018View details →
zenodo28/100

Augmented Street-Level Imagery with Points of Interest (Data and Resources Track)

<p>Augmented Street-Level &nbsp;Imagery with Points of Interest (Data and Resources Track)</p>

opencc-by-4.0Jun 2023View details →
ClinicalTrials.gov24/100

Interest of Soft Point Anesthesia in Association With Locoregional Anesthesia in Arthroscopic Shoulder Surgery

ClinicalTrials.gov study NCT06641167. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov24/100

Point-of-care Ultrasound Interest in Acute Gastrointestinal Bleeding Emergency Department Patients

ClinicalTrials.gov study NCT04436575. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

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