cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23721/100/1478829
title: The CTU/Personal Dataset

description: This dataset contains 142 days of mobile phone records (aka Call Data Records) and ground-truth movement description of Czech Ph.D. student Michal Ficek, stored by his own mobile terminal in 2010-2011. ; michal.ficek@fel.cvut.cz
DOI: 10.5281/zenodo.1470889
title: Raw Diffraction Images Of Cross-Linked Cypovirus Polyhedra Mutant Crystals

description: Diffraction images of cross-linked cypovirus polyhedra mutant crystals related to PDB codes 5YR1, 5YR9, 5YRA, 5YRB, 5YRC, and 5YRD (Negishi et al. 2018, Chem. Commun.).

Small-wedge (5° or 10°/crystal) datasets were collected from loop-harvested microcrystals at a wavelength of 1 Å on BL32XU and BL41XU, SPring-8. The datasets for 5YR1, 5YR9, 5YRB, and 5YRC were collected automatically using ZOO system.

The crystals belonged to space group I23 with unit cell parameter a~103 Å. All datasets were processed and merged using KAMO pipeline with XDS.

This entry includes following data:


	
	1-PhC (5YR1, 1.72 Å)

	
		
		BL32XU (EIGER X 9M)
		
		
		5°/crystal ×32 (0.1°/frame)
		
	
	
	
	2-PhC (5YR9, 1.70 Å)

	
		
		BL32XU (MX-225HS)
		
		
		5°/crystal × 127 (1°/frame)
		
	
	
	
	3-PhC (5YRA, 1.79 Å)

	
		
		BL41XU (PILATUS3 6M)
		
		
		5° or 10°/crystal × 49 (0.25°/frame)
		
	
	
	
	ox1-PhC (5YRB, 1.65 Å)

	
		
		BL32XU (EIGER X 9M)
		
		
		5°/crystal × 78 (0.1°/frame)
		
	
	
	
	ox2-PhC (5YRC, 1.67 Å)

	
		
		BL32XU (MX-225HS)
		
		
		5°/crystal × 323 (1°/frame)
		
	
	
	
	ox3-PhC (5YRD, 1.85 Å)

	
		
		BL41XU (PILATUS3 6M)
		
		
		5°/crystal × 29 (0.25°/frame)
		
	
	


NOTE that EIGER's master.h5 files were modified; see https://github.com/keitaroyam/yamtbx/blob/master/doc/eiger-en.md.
DOI: 10.5287/bodleian:wx1pg9j4p
title: Data for "Dynamics of a thin film driven by a moving pressure source"
DOI: 10.23721/100/1478830
title: The CU/Antenna Dataset

description: We collected signal strength data to derive a parametric model for 2.4 GHz directional antennas. ; andersoe@ece.cmu.edu
DOI: 10.23721/100/1478831
title: The CU Wart dataset

description: This data was collected by Caleb Phillips at the University of Colorado (CU). It contains RSS measurements (together with GPS data) collected using the CU Wide Area Radio Testbed (CU-WART), which involves seven 802.11 APs with phased array antennas mounted on university buildings. ; cphillips@smallwhitecube.com
DOI: 10.23721/100/1478832
title: The CU/LTE Dataset

description: This data was collected at the University of Colorado Boulder. It contains careful point measurements, taken on a 100m equilateral triangular lattice, of the Verizon LTE network. ; erik.bergal@colorado.edu
DOI: 10.23721/100/1478833
title: The CU/Received Signal Strength Indication Dataset

description: This data set provides a comprehensive set of received signal strength indication (RSSI) readings from within an indoor office building from several perspectives throughout the building.

 ; ke23793@mit.edu
DOI: 10.23721/100/1478834
title: The CU/Wimax Dataset

description: This data was collected at the University of Colorado Boulder. It contains careful point measurements of the WiMax network serving the University of Colorado campus. Measurements were made with a portable spectrum analyzer and contain high fidelity measurements of CINR, RSS, EVM, RCE, Spectrum Flatness, and Frequency Shift. Several hundred measurements were taken on a 100m equalateral triangular lattice as a "first phase" sample. Additional "second phase" measurements were taken at random and optimized points. ; michael.ton@colorado.edu
DOI: 10.23721/100/1478835
title: The Dartmouth/Campus Dataset

description: This dataset includes syslog, SNMP, and tcpdump data for 5 years or more, for over 450 access points and several thousand users at Dartmouth College. ; kotz@cs.dartmouth.edu
DOI: 10.23721/100/1478836
title: The Dartmouth/Outdoor Dataset

description: This dataset contains outdoor runs of MANET (Mobile Ad-hoc network) routing algorithms to compare the performance of four different routing algorithms. ; robert.s.gray@baesystems.com
DOI: 10.23721/100/1478837
title: The Dartmouth/Wardriving

description: The authors collected the dataset through war driving, i.e., collecting Wi-Fi beacons by driving or walking around Dartmouth Campus, to understand the effect of using estimated AP locations. ; minkyong@cs.dartmouth.edu
DOI: 10.23721/100/1478838
title: The dartmouth/zigbee_radio dataset

description: The dataset contains results from a simple yet systematic set of benchmark experiments that offer a number of important insights into the radio characteristics of mobile 802.15.4 person-to-person communications. ; zhengx@cs.dartmouth.edu
DOI: 10.5281/zenodo.1470888
title: Raw Diffraction Images Of Cross-Linked Cypovirus Polyhedra Mutant Crystals

description: Diffraction images of cross-linked cypovirus polyhedra mutant crystals related to PDB codes 5YR1, 5YR9, 5YRA, 5YRB, 5YRC, and 5YRD (Negishi et al. 2018, Chem. Commun.).

Small-wedge (5° or 10°/crystal) datasets were collected from loop-harvested microcrystals at a wavelength of 1 Å on BL32XU and BL41XU, SPring-8. The datasets for 5YR1, 5YR9, 5YRB, and 5YRC were collected automatically using ZOO system.

The crystals belonged to space group I23 with unit cell parameter a~103 Å. All datasets were processed and merged using KAMO pipeline with XDS.

This entry includes following data:


	
	1-PhC (5YR1, 1.72 Å)

	
		
		BL32XU (EIGER X 9M)
		
		
		5°/crystal ×32 (0.1°/frame)
		
	
	
	
	2-PhC (5YR9, 1.70 Å)

	
		
		BL32XU (MX-225HS)
		
		
		5°/crystal × 127 (1°/frame)
		
	
	
	
	3-PhC (5YRA, 1.79 Å)

	
		
		BL41XU (PILATUS3 6M)
		
		
		5° or 10°/crystal × 49 (0.25°/frame)
		
	
	
	
	ox1-PhC (5YRB, 1.65 Å)

	
		
		BL32XU (EIGER X 9M)
		
		
		5°/crystal × 78 (0.1°/frame)
		
	
	
	
	ox2-PhC (5YRC, 1.67 Å)

	
		
		BL32XU (MX-225HS)
		
		
		5°/crystal × 323 (1°/frame)
		
	
	
	
	ox3-PhC (5YRD, 1.85 Å)

	
		
		BL41XU (PILATUS3 6M)
		
		
		5°/crystal × 29 (0.25°/frame)
		
	
	


NOTE that EIGER's master.h5 files were modified; see https://github.com/keitaroyam/yamtbx/blob/master/doc/eiger-en.md.
DOI: 10.5281/zenodo.1470890
title: Raw Diffraction Images Of Cypovirus Polyhedra Crystals Containing Pd(Allyl) Complexes

description: Diffraction images of wild type cypovirus polyhedra in-vivo crystals (WTPhC) and the mutant (Δ3-PhC) related to PDB codes 5YHA and 5YHB, respectively (Abe et al., 2017, Phys. Chem. Chem. Phys.).

Small-wedge (5° or 10°/crystal) datasets were collected from loop-harvested microcrystals automatically with ZOO system using EIGER X 9M detector at a wavelength of 1 Å on BL32XU, SPring-8.

The crystals belonged to space group I23 with unit cell parameter a~103 Å. All datasets were processed and merged using KAMO pipeline with XDS.

NOTE that master.h5 files were modified; see https://github.com/keitaroyam/yamtbx/blob/master/doc/eiger-en.md.
DOI: 10.5281/zenodo.1470891
title: Raw Diffraction Images Of Cypovirus Polyhedra Crystals Containing Pd(Allyl) Complexes

description: Diffraction images of wild type cypovirus polyhedra in-vivo crystals (WTPhC) and the mutant (Δ3-PhC) related to PDB codes 5YHA and 5YHB, respectively (Abe et al., 2017, Phys. Chem. Chem. Phys.).

Small-wedge (5° or 10°/crystal) datasets were collected from loop-harvested microcrystals automatically with ZOO system using EIGER X 9M detector at a wavelength of 1 Å on BL32XU, SPring-8.

The crystals belonged to space group I23 with unit cell parameter a~103 Å. All datasets were processed and merged using KAMO pipeline with XDS.

NOTE that master.h5 files were modified; see https://github.com/keitaroyam/yamtbx/blob/master/doc/eiger-en.md.
DOI: 10.23721/100/1478839
title: The due/packet-delivery dataset

description: The data set includes measurements of the data delivery performance of a WSN link in indoor scenario, where 4 major performance metrics, namely energy, throughput, delay and loss, were measured over 6 months under around 50 thousand parameter configurations of 7 key stack parameters. The meta-data of transmission of nearly 200 million packets are included in the dataset. ; songwei.fu@uni-due.de
DOI: 10.23721/100/1478840
title: The EPFL/Mobility Dataset

description: This dataset contains mobility traces of taxi cabs in San Francisco, USA. It contains GPS coordinates of approximately 500 taxis collected over 30 days in the San Francisco Bay Area. ; matthias.grossglauser@epfl.ch
DOI: 10.23721/100/1478841
title: The gatech/fingerprinting dataset

description: In these datasets, we present the the inter-arrival time information collected actively and passively from different wireless devices using wire-side observations in a local network. The captures were collected from 30 wireless devices including iPads, iPhones, Kindles, Google-Phones, Netbooks, IP Printers, IP Cameras, etc., from various applications and protocols such as Skype, ICMP, SCP, Iperf. Due to heterogeneity in devices (e.g., deterministic hardware and software configurations), time-variant behavior of network traffic stemming from different devices can be used to create unique, reproducible device and device type signatures and to fingerprint devices and their types as explained in A. Selcuk Uluagac, Sakthi V. Radhakrishnan, Cherita Corbett, Antony Baca, and Raheem A. Beyah, A Passive Technique for Fingerprinting Wireless Devices with Wired-side Observations, Proceedings of the IEEE Conference on Communications and Network Security (CNS), October 2013. Further details are available at http://users.ece.gatech.edu/~selcuk/devFingerprinting.html ; selcuk@gatech.edu
DOI: 10.23721/100/1478843
title: The hasselt/glimps2015 dataset

description: A collection of 122,989 Probe Request frames captured by 8 monitoring stations at the Glimps music festival in Ghent, Belgium (10 - 12 December 2015). To minimize overhead, each monitoring station individually stored only the transmitter MAC address and Information Elements per unique MAC. The dataset was used to show that the high entropy in Information Elements can be used to deanonymize devices that use MAC address randomization. ; pieter.robyns@uhasselt.be
DOI: 10.23721/100/1478844
title: The Hope/AMD Dataset

description: RFID tracking data was collected from the seventh HOPE (Hackers On Planet Earth) conference which was held in July 18-20, 2008. Conference attendees received RFID badges that uniquely identify and track them across the conference space. ; amd@hope.net
DOI: 10.23721/100/1478845
title: The ibm/watson dataset

description: This dataset includes SNMP records for a corporate research center (IBM Watson research center) over several weeks ; magda@cs.washington.edu
DOI: 10.25934/00002195
title: A Randomized, Double-Blind, Multi-Center, Placebo-Controlled, Cross-Over Study to Determine the Consistency of Response for TREXIMA™ (sumatriptan 85mg/naproxen sodium 500mg)*, Administered During the Mild Pain Phase for the Acute Treatment of Multiple Migraine Attacks

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.15785/sbgrid/618
title: HADDOCK membrane protein-protein complex models

description: Decoys of a membrane protein complex docking benchmark. The decoys were obtained after docking with the HADDOCK webserver (v2.2) and they belong in two sets which reflect two extreme docking scenarios. One where we would have no information about the nature of the interaction and we use random restraints to drive the docking, and one where we use restraints extracted from the interface of the native complex to drive the docking. We have generated 50800 structures for the first scenario, distributed in three stages: 50000, 400 and 400 for the rigid-body, simulated annealing and flexible refinement stages respectively. We have generated 10800 structures for the second scenario distributed in three stages: 10000, 400 and 400 for the rigid-body, simulated annealing and flexible refinement stages respectively.
DOI: 10.23721/100/1478847
title: The icsi/netalyzr-android dataset

description: This dataset was collected by the ICSI Netalyzr app for Android to develop a characterization of how operational decisions, such as network configurations, business models, and relationships between operators introduce diversity in service quality and affect user security and privacy. We delve in detail beyond the radio link and into network configuration and business relationships in six countries. We identify the widespread use of transparent middleboxes such as HTTP and DNS proxies, analyzing how they actively modify user traffic, compromise user privacy, and potentially undermine user security. In addition, we identify network sharing agreements between operators, highlighting the implications of roaming and characterizing the properties of MVNOs, including that a majority are simply rebranded versions of major operators. More broadly, our findings using this data highlight the importance of considering higher-layer relationships when seeking to analyze mobile traffic in a sound fashion. ; narseo@icsi.berkeley.edu
DOI: 10.23721/100/1478848
title: The iitkgp/apptraffic datase

description: Traces from Android apps (primarily video) collected under different values of parameters, such as video length, connection strength and device mobility, for the purpose of mobile video app traffic pattern identification. ; satadal.sengupta.nit@gmail.com
DOI: 10.23721/100/1478849
title: The ilesansfil/wifidog dataset

description: This data set contains user session traces which were collected from a large number of free Wi-Fi hotspots in Montreal, Quebec, Canada for six years. ; michael@ilesansfil.org
DOI: 10.23721/100/1478850
title: The init/factory dataset

description: Measurement of the channel gain for multiple distances within a factory environment ; dimitri.block@hs-owl.de
DOI: 10.23721/100/1478851
title: The init/robotarm dataset

description: The time- and frequency-variant channel gain is measured in the presence of an industrial cyclic moving robot arm obstacle for four coexisting wireless nodes for the whole license-free 2.4-GHz-ISM band with a time- and frequency-resolution of 110 microseconds and 1 MHz, respectively. Results for two links are given. ; dimitri.block@hs-owl.de
DOI: 10.23721/100/1478852
title: The intel/home dataset

description: Measurements reflect connectivity and UDP/TCP throughput data collected from a grid of six nodes placed within three different houses.

 ; Mark.D.Yarvis@intel.com
DOI: 10.23721/100/1478853
title: The intel/placelab dataset

description: These traces contain 802.11, GSM and GPS trace data collected using Place Lab software, for 3 different neighborhoods in the Seattle metro area. Total trace duration is approximately 2 hours, with around 55,000 total readings. ; anthony.lamarca@intel.com
DOI: 10.23721/100/1478854
title: The Istanbul_technical/rssi Dataset

description: Our measurement is performed in an urban macrocell environment in the GSM 900 downlink band based on real-life data. By a spectrum analyzer, 5 individual tracks with 10000 measurement data points are obtained. Channel sounding is carried out at a GSM base station located at a height of 6 meters. At every track point measurements are taken in a stationary fashion with 17ms sweep time on the ground level. GPS information is also saved. the signal bandwidth does not exceed the resolution bandwidth of the spectrum analyzer, hence our measurements only include path loss and shadow fading effects Dataset is used in the article "Lognormal Mixture Shadowing". ; vuralmtn@gmail.com
DOI: 10.23721/100/1478855
title: The isti/rural dataset

description: We conducted a series of measurements for relating transmission distance and packet loss on a Wi-Fi network in rural areas to propose a model that relates distance with packet loss probability. ; paolo.barsocchi@isti.cnr.it
DOI: 10.23721/100/1478856
title: The jiit/accelerometer datase

description: This dataset consists of accelerometer samples collected through Android phones when driven on different vehicles. The dataset consists of 678 Km of drive data, which involved 22 different drivers, 5 different types of vehicles (bus, auto rickshaw, cycle rickshaw, motorcycle, and car) and 4 smartphones.

 ; ajeetpalsingh109@gmail.com
DOI: 10.23721/100/1478857
title: The kaist/wibro dataset

description: In order to evaluate QoS of VoIP applications over the WiBro network, we collected the CBR and VoIP traffic from the WiBro network in Seoul, Korea. We conducted experiments in both stationary and mobile scenarios, e.g., on a subway train.

 ; m0ng01@an.kaist.ac.kr
DOI: 10.23721/100/1478858
title: The kth/rss dataset

description: This dataset contains the RSS (Radio Signal Strength) data collected with a mobile robot in two environments: indoor (KTH) and outdoor (Dortmund). RSSI metric was used to collect the RSS data in terms of dBm. The mobile robot location was recorded using its odometry (dead reckoning).

 ; ramviyas@kth.se
DOI: 10.23721/100/1478859
title: The kth/walkers dataset

description: These traces are from simulation of walkers in a part of downtown Stockholm for which we vary several parameters. We also provide a trace from a subway station for which the parameters could not be modified. They were used to study mobility models for opportunistic communications.

 ; stkou@kth.se
DOI: 10.23721/100/1478861
title: The kyutech/throughput dataset

description: While recent LTE provider promise very high rates, end users often complain that HTTP throughput is not sufficient for rich multimedia, even as non-demanding as YouTube. It is interesting that this artifact can be found in both 3G and LTE providers. For example, it is not uncommon for a YouTube video to freeze on a terminal with LTE connection. The main cause of such artifacts is the congestion due to high and further increasing number of subscribers. Congestion can happen at several points inside a given 3G/LTE provider, but it is not important to end user because content is commonly found outside of 3G/LTE providers, guaranteeing that all subscribers have to do through the bottleneck. This dataset contains measurements conducted on 3 (anonymized) 3G/LTE providers in Japan in April-May 2013. The measurement design was very simple -- a webapp running on 3 terminals (that were tweaked not to go to sleep and not used for anything else) would regularly send web requests to a web server placed within a university campus and measure the round-trip time of the request. Bulk size was randomly selected from a number of preset values and was always downloaded (HTTP get request with bulk returning in reply). It was verified that the wired part of the e2e connection was never the bottleneck, implying the throughput was always impaired within a given 3G/LTE provider.

 ; maratishe@gmail.com
DOI: 10.23721/100/1478862
title: The mannheim/compass datase

description: COMPASS is a positioning system based on 802.11 and digital compasses. We apply an two-stage fingerprinting approach: In the training phase, we sample the signal strength of neighboring access points for selected orientations at each reference point and store the data in a database. During the positioning phase, the orientation of the user is utilized to preselect a subset of the training data and based on this data compute her position.

 ; king@informatik.uni-mannheim.de
DOI: 10.23721/100/1478863
title: The microsoft/osdi2006 dataset

description: The authors gathered a detailed trace of network activity at OSDI 2006 to enable analysis of the behavior of a wireless LAN that is (presumably) heavily used. ; ranveer@microsoft.com
DOI: 10.23721/100/1478864
title: The microsoft/vanlan dataset

description: We measured from VanLAN, a modest-size testbed that we have deployed, to analyze the fundamental characteristics of WiFi-based connectivity between basestations and vehicles in urban settings.

 ; ratul@microsoft.com
DOI: 10.23721/100/1478865
title: The mit/reality dataset

description: The authors have captured communication, proximity, location, and activity information from 100 subjects at MIT over the course of the 2004-2005 academic year. This data represents over 350,000 hours (~40 years) of continuous data on human behavior. Such rich data on complex social systems have implications for a variety of fields. ; nathan@media.mit.edu
DOI: 10.23721/100/1478866
title: The ncsu/mobilitymodels dataset

description: We collected human mobilicty traces from five different sites - two university campuses (NCSU and KAIST), New York City, Disney World (Orlando), and North Carolina state fair.

 ; rhee@ncsu.edu
DOI: 10.23721/100/1478867
title: The niit/bit_errors dataset

description: We collected 802.15.4 traces at NUST school of Electrical Engineering and Computer Science, Rawalpindi, Pakistan, and collected 802.11b traces at Wireless and Video (WAVES) Lab at Michigan State University (MSU), USA, to investigate biterror process of the 802.15.4 and 802.11 networks. ; adnan@seecs.edu.pk
DOI: 10.23721/100/1478868
title: The nist/multihop dataset

description: To assess the feasibility of deploying wireless relays in real time, we conducted a series of experiments using 900 MHz TinyOS Crossbow MICA2 Motes (MPR400CB). ; souryal@nist.gov
DOI: 10.23721/100/1478869
title: The nottingham/cattle dataset

description: We performed the field experiments of cattle movement and behavior monitoring at the University of Nottingham's Dairy Centre to collect realistic parameters necessary to develop and evaluate an adequate wireless protocol.

 ; mvr@cs.nott.ac.uk
DOI: 10.23721/100/1478870
title: The nottingham/mall dataset

description: This is a dataset of real-world Bluetooth contact data colected from shop employees of a shopping mall over six days.

 ; a.galati@leeds.ac.uk
DOI: 10.5281/zenodo.1472431
title: Caseysaenger/Forammgca_Psm: Files And Scripts For Submitted Version Of Manuscript "Calibration And Validation Of Environmental Controls On Planktic Foraminifera Mg/Ca Using Global Core-Top Data".

description: files and scripts for submitted version of manuscript "Calibration and validation of environmental controls on planktic foraminifera Mg/Ca using global core-top data". Saenger, C. and M. N. Evans. Submitted to Paleoceanography and Paleoclimatology, October 26, 2018.
DOI: 10.17632/vzzpyygnp3.1
title: Data for: Formation of CO2 bubbles in epoxy resin coatings: A DFT study
DOI: 10.23721/100/1478871
title: The novay/cosphere dataset

description: The CoSphere (Communication Context for Adaptive Mobile Applications) trial gathered network traces on the personal mobile devices of 12 trial participants over a period of approximately one month in the February/March 2007 time frame. ; arjan.peddemors@novay.nl
DOI: 10.23721/100/1478872
title: The nus/bluetooth dataset

description: This dataset contains Bluetooth contact traces collected in Singapore. 12 contact probes-3 static and 9 mobile-collected data from end 2005 to early 2006. We discovered over 10,000 unique devices and recorded over 350,000 contacts in this duration.

 ; anirudh.natarajan@gmail.com
DOI: 10.23721/100/1478873
title: The nus/contact dataset

description: The authors obtained the contact patterns among 22341 students, which were inferred from the information on class schedules and class rosters for the Spring semester of 2006 in National University of Singapore. ; elevs@nus.edu.sg