cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/4mt7-1j76
title: Aerial images for pile burn detection using drones (UAVs)

description: Wildfires are one of the deadliest and dangerous natural disasters in the world. Wildfires burn millions of forests and they put many lives of humans and animals in danger. Predicting fire behavior can help firefighters to have better fire management and scheduling for future incidents and also it reduces the life risks for the firefighters. Recent advance in aerial images shows that they can be beneficial in wildfire studies. Among different methods and technologies for aerial images, Unmanned Aerial Vehicles (UAVs) and drones are beneficial to collect information regarding the fire. This study provides an aerial imagery dataset using drones during a prescribed pile fire in Northern Arizona, USA. This dataset consists of different repositories including raw aerial videos recorded by drones' cameras and also raw heatmap footage recorded by an infrared thermal camera. To help researchers, two well-known studies; fire classification and fire segmentation are defined based on the dataset. For approaches such as Neural Networks (NNs) and fire classification, 39,375 frames are labeled ("Fire" vs "Non-Fire") for the training phase. Also, another 8,617 frames are labeled for the test data. 2,003 frames are considered for the fire segmentation and regarding that, 2,003 masks are generated for the purpose of Ground Truth data with pixel-wise annotation.More information about this study and the two machine learning challenges that we used is available here:https://github.com/AlirezaShamsoshoara/Fire-Detection-UAV-Aerial-Image-Classification-Segmentation-UnmannedAerialVehicleA sample video is available on YouTube:https://www.youtube.com/watch?v=bHK6g37_KyA
DOI: 10.21258/1457522
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897545
DOI: 10.21258/1451444
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899010
DOI: 10.21258/1469008
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898470
DOI: 10.21258/1474652
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898756
DOI: 10.21258/1470169
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899362
DOI: 10.21227/jn1q-7f95
title: Aerial images for pile burn detection using drones (UAVs)

description: Wildfires are one of the deadliest and dangerous natural disasters in the world. Wildfires burn millions of forests and they put many lives of humans and animals in danger. Predicting fire behavior can help firefighters to have better fire management and scheduling for future incidents and also it reduces the life risks for the firefighters. Recent advance in aerial images shows that they can be beneficial in wildfire studies. Among different methods and technologies for aerial images, Unmanned Aerial Vehicles (UAVs) and drones are beneficial to collect information regarding the fire. This study provides an aerial imagery dataset using drones during a prescribed pile burn in Northern Arizona, USA. This dataset consists of different repositories including raw aerial videos recorded by drones' cameras and also raw heatmap footage recorded by an infrared thermal camera. To help researchers, two well-known studies; fire classification and fire segmentation are defined based on the dataset. For approaches such as Neural Networks (NNs) and fire classification, 39,375 frames are labeled ("Fire" vs "Non-Fire") for the training phase. Also, another 8,617 frames are labeled for the test data. 2,003 frames are considered for the fire segmentation and regarding that, 2,003 masks are generated for the purpose of Ground Truth data with pixel-wise annotation.More information about this study and the two machine learning challenges that we used is available here:https://github.com/AlirezaShamsoshoara/Fire-Detection-UAV-Aerial-Image-Classification-Segmentation-UnmannedAerialVehicleA sample video is available on YouTube:https://www.youtube.com/watch?v=bHK6g37_KyA
DOI: 10.21258/1461510
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 892076
DOI: 10.21258/1454125
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897300
DOI: 10.21258/1458005
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898185
DOI: 10.21258/1457972
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897451
DOI: 10.21258/1442433
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898223
DOI: 10.21258/1462926
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898985
DOI: 10.21258/1452954
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 893002
DOI: 10.21258/1465148
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899484
DOI: 10.21258/1443852
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899214
DOI: 10.21258/1467159
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898139
DOI: 10.6084/m9.figshare.12691790
title: A toxic unit and additive index approach to understanding the interactions of two piscicides, TFM and niclosamide, in rainbow trout

description: Mortality, lampricide concentrations, R codes, statistical results, toxic unit and and additive index data for rainbow trout exposed to TFM, niclosamide and a TFM:niclosamide, 100:1, mixture.
DOI: 10.6084/m9.figshare.12691790.v1
title: A toxic unit and additive index approach to understanding the interactions of two piscicides, TFM and niclosamide, in rainbow trout

description: Mortality, lampricide concentrations, R codes, statistical results, toxic unit and and additive index data for rainbow trout exposed to TFM, niclosamide and a TFM:niclosamide, 100:1, mixture.
DOI: 10.21258/1438270
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897003
DOI: 10.21258/1475867
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898844
DOI: 10.21258/1435813
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 902237
DOI: 10.21258/1462454
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898524
DOI: 10.21258/1458822
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 902189
DOI: 10.21258/1454006
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897018
DOI: 10.34740/kaggle/ds/1023778
title: Movie Recommendation with Movielens
DOI: 10.21258/1473457
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897625
DOI: 10.21258/1444215
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899078
DOI: 10.21258/1437644
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 902252
DOI: 10.21258/1469663
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898556
DOI: 10.21258/1465016
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899438
DOI: 10.21258/1443001
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898589
DOI: 10.25919/sbm4-k598
title: Parkes observations for project P1006 semester 2019APRS_30

description: We propose observations with the ultra-wide-bandwidth, low-frequency receiver installed at the Parkes telescope to carry out the first ultra-high time resolution, coherently de-dispersed search for pulsars in globular clusters. We have chosen the 11 most likely clusters for new discoveries. These clusters all have at least three pulsars already known allowing us to have a precise estimate of the pulsar dispersion measures and our observations will provide the first ultra-wide-bandwidth observation of these pulsars. Our observing strategy will enable us to search for extremely narrow pulsars and even pulsars with sub-millisecond periods.
DOI: 10.21258/1440139
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897790
DOI: 10.6084/m9.figshare.13173695
title: Thickness characteristics of pāhoehoe lavas in the Deccan Province, Western Ghats, India, and in continental flood basalt Provinces elsewhere

description: We provide the first global compilation of pāhoehoe lava-lobe thicknesses from various continental flood basalt Provinces (~ 3800 measurements) to compare characteristic thicknesses within and between Provinces. Please see the readme for more details of the datasets. The jupyter notebooks allow plotting of the respective datasets (from the corresponding Excel data files) with the plots folder (WG plots) and plots_other (rest of the CFB plots as well as summary statistics plots for all the CFBs + clustering analysis).<br>The manuscript describing the dataset and the primary results is currently submitted to Frontiers in Earth Sci (Self, Mittal, Jay 2020).<br>
DOI: 10.6084/m9.figshare.13173695.v1
title: Thickness characteristics of pāhoehoe lavas in the Deccan Province, Western Ghats, India, and in continental flood basalt Provinces elsewhere

description: We provide the first global compilation of pāhoehoe lava-lobe thicknesses from various continental flood basalt Provinces (~ 3800 measurements) to compare characteristic thicknesses within and between Provinces. Please see the readme for more details of the datasets. The jupyter notebooks allow plotting of the respective datasets (from the corresponding Excel data files) with the plots folder (WG plots) and plots_other (rest of the CFB plots as well as summary statistics plots for all the CFBs + clustering analysis).<br>The manuscript describing the dataset and the primary results is currently submitted to Frontiers in Earth Sci (Self, Mittal, Jay 2020).<br>
DOI: 10.21258/1450987
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898681
DOI: 10.21258/1477642
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899041
DOI: 10.21258/1437220
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 892043
DOI: 10.21258/1472086
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 892028
DOI: 10.21258/1453958
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 892906
DOI: 10.21258/1442808
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898508
DOI: 10.21258/1469870
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898908
DOI: 10.21258/1453095
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891721
DOI: 10.5517/ccdc.csd.cc25rfjx
title: CCDC 2018519: Experimental Crystal Structure Determination

description: Related Article: Xiaodong Yang, Yueyan Zhang, Bingjie Zhang, Sikun Zhang, Xu Liu, Guoping Li, Dake Chu, Yongtao Zhao, Gang He|2020|J.Mater.Chem.C|8|16326|doi:10.1039/D0TC04603E
description: Related Article: Xiaodong  Yang|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc1p42mj
title: CCDC 1553057: Experimental Crystal Structure Determination

description: Related Article: Mutasem Z. Bani-Fwaz|2017|CSD Communication|||
DOI: 10.21258/1456975
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898086
DOI: 10.21258/1471853
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891958
DOI: 10.21258/1434293
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 893429
DOI: 10.21258/1437804
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899432
DOI: 10.21258/1444451
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 892964
DOI: 10.21258/1475482
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 902283
DOI: 10.21258/1453749
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899482
DOI: 10.21258/1479482
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897158
DOI: 10.21258/1470477
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 893068
DOI: 10.21258/1438414
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899040
DOI: 10.21258/1433917
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897730
DOI: 10.21258/1457529
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897435
DOI: 10.21258/1453078
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898140
DOI: 10.21258/1445899
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891709
DOI: 10.21258/1449819
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891762
DOI: 10.21258/1457912
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891983
DOI: 10.21258/1466230
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 893026
DOI: 10.21258/1438541
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891961
DOI: 10.21258/1472551
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898915
DOI: 10.21258/1436417
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 893063
DOI: 10.21258/1443991
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 892966
DOI: 10.25919/5t28-0s46
title: Parkes observations for project P1006 semester 2019APRS_31

description: We propose observations with the ultra-wide-bandwidth, low-frequency receiver installed at the Parkes telescope to carry out the first ultra-high time resolution, coherently de-dispersed search for pulsars in globular clusters. We have chosen the 11 most likely clusters for new discoveries. These clusters all have at least three pulsars already known allowing us to have a precise estimate of the pulsar dispersion measures and our observations will provide the first ultra-wide-bandwidth observation of these pulsars. Our observing strategy will enable us to search for extremely narrow pulsars and even pulsars with sub-millisecond periods.
DOI: 10.25919/8jx2-3n34
title: Parkes observations for project P1006 semester 2019APRS_26

description: We propose observations with the ultra-wide-bandwidth, low-frequency receiver installed at the Parkes telescope to carry out the first ultra-high time resolution, coherently de-dispersed search for pulsars in globular clusters. We have chosen the 11 most likely clusters for new discoveries. These clusters all have at least three pulsars already known allowing us to have a precise estimate of the pulsar dispersion measures and our observations will provide the first ultra-wide-bandwidth observation of these pulsars. Our observing strategy will enable us to search for extremely narrow pulsars and even pulsars with sub-millisecond periods.
DOI: 10.21258/1445349
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898045
DOI: 10.21258/1433402
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897095
DOI: 10.21258/1466277
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897921
DOI: 10.21258/1433909
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897036
DOI: 10.21258/1449872
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899142
DOI: 10.21258/1464163
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 902115
DOI: 10.21258/1450059
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899441
DOI: 10.15468/xrsaqb
title: Nomenclatural and taxonomic updates in Rourea subgen. Rourea sect. Multifoliolatae (Connaraceae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Toledo, Cassio A. P., Souza, Vinicius Castro, Lucas, Eve J. (2020): Nomenclatural and taxonomic updates in Rourea subgen. Rourea sect. Multifoliolatae (Connaraceae). PhytoKeys 169: 137-175, DOI: http://dx.doi.org/10.3897/phytokeys.169.54297, URL: http://dx.doi.org/10.3897/phytokeys.169.54297
DOI: 10.15468/kjjh38
title: Leucheria cantillanensis (Nassauvieae, Asteraceae), a new species endemic to Central Chile

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lavandero, Nicolas, Rosende, Benito, Perez, Maria Fernanda (2020): Leucheria cantillanensis (Nassauvieae, Asteraceae), a new species endemic to Central Chile. PhytoKeys 169: 99-117, DOI: http://dx.doi.org/10.3897/phytokeys.169.57532, URL: http://dx.doi.org/10.3897/phytokeys.169.57532
DOI: 10.15468/ja2bbz
title: Monadelpha (Euphorbiaceae, Plukenetieae), a new genus of Tragiinae from the Amazon rainforest of Venezuela and Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Gillespie, Lynn J., Cardinal-McTeague, Warren M., Wurdack, Kenneth J. (2020): Monadelpha (Euphorbiaceae, Plukenetieae), a new genus of Tragiinae from the Amazon rainforest of Venezuela and Brazil. PhytoKeys 169: 119-135, DOI: http://dx.doi.org/10.3897/phytokeys.169.59244, URL: http://dx.doi.org/10.3897/phytokeys.169.59244
DOI: 10.15468/xmvcbr
title: A new species of the genus Noeetomima Enderlein (Diptera, Lauxaniidae) from Guizhou, China with a key to worldwide species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Shi, Li, Liu, Miao, Hu, Zheng-Kun (2020): A new species of the genus Noeetomima Enderlein (Diptera, Lauxaniidae) from Guizhou, China with a key to worldwide species. ZooKeys 1000: 107-123, DOI: http://dx.doi.org/10.3897/zookeys.1000.57577, URL: http://dx.doi.org/10.3897/zookeys.1000.57577
DOI: 10.21258/1459748
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898249
DOI: 10.21258/1439257
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 896940
DOI: 10.21258/1433049
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898566
DOI: 10.21258/1466261
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897884
DOI: 10.21258/1438225
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897179
DOI: 10.17632/hs82m5r54j.2
title: SARS-CoV-2 Ionophores

description: Raw data for SARS-CoV-2 inhibitors, polyether ionophores. Raw data includes CellTiter-Blue assay, cytopathy nuclei count and the following for morphological profiling: Full dose-response profiles and .R script to generate plots presented in the paper. plate00010_00013 is Vero E6 hTMPRSS2 cells plate00014_00017 is Vero E6 wild type cells Raw images for morphological profiling can be obtained upon request.
DOI: 10.21258/1452857
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898201
DOI: 10.21258/1472457
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 898532
DOI: 10.21258/1447743
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899301
DOI: 10.21258/1458286
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897120
DOI: 10.21258/1468288
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899450
DOI: 10.21258/1473810
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 893003
DOI: 10.21258/1433427
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897101
DOI: 10.21258/1467882
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891984
DOI: 10.21258/1461893
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891873
DOI: 10.21258/1447822
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897458
DOI: 10.21258/1434775
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891876
DOI: 10.21258/1433829
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 893450
DOI: 10.21258/1452982
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899664
DOI: 10.21258/1463333
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897299
DOI: 10.21258/1462018
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 902238
DOI: 10.21258/1461535
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891944
DOI: 10.21258/1477971
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891915
DOI: 10.21258/1475211
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 897532
DOI: 10.25934/00003108.1
title: IPD datapackage for study 'A Phase 3, Multicenter, Double-Blind, Randomized, Parallel-Arm, Placebo-Controlled Study to Evaluate the Safety and Efficacy of Adalimumab for Treatment of Nail Psoriasis in Patients With Chronic Plaque Psoriasis' and research request: 'A Systematic Review to Describe the Demographic Diversity of Dermatologic Clinical Trial Participants for Common Dermatologic Diseases'

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: 10.25934/00005086
title: A Systematic Review to Describe the Demographic Diversity of Dermatologic Clinical Trial Participants for Common Dermatologic Diseases

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: 10.21258/1435368
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 891965
DOI: 10.21258/1449285
title: Schweizerisches Landesforstinventar - Ergebnistabelle Nr. 899517
DOI: 10.3886/e107509v1-71720
title: Russian Real Wages Before and After 1917

description: Prices of major consumer goods and wages of building craftsmen and labourers in Moscow, St Petersburg and Kursk were collected from administrative records and historical accounts for the years 1824-1937. For the period 1853 to 1937 real wage measures were calculated. There was no overall growth in real wages in the cities studied from 1853 to 1913. The income distribution shifted against labour. Wages increased by 50-100% after the 1917 revolution reaching a peak at the end of the New Economic Policy in 1928. By 1937, however, real wages had dropped back to the level of the 1880s, as the first two Five Year Plans shifted resources to capital investment.
description: Building and factory workers in Russia from 1853 to 1937<br>. Smallest Geographic Unit: The cities of St Petersburg, Moscow, and Kursk
DOI: 10.3886/e114328v1-71740
title: Replication data for: Testing Ambiguity Models through the Measurement of Probabilities for Gains and Losses

description: This paper reports on two experiments that test the descriptive validity of ambiguity models using a natural source of uncertainty (the evolution of stock indices) and both gains and losses. We observed violations of probabilistic sophistication, violations that imply a fourfold pattern of ambiguity attitudes: ambiguity aversion for likely gains and unlikely losses and ambiguity seeking for unlikely gains and likely losses. Our data are most consistent with prospect theory and, to a lesser extent, α-maxmin expected utility and Choquet expected utility. Models with uniform ambiguity attitudes are inconsistent with most of the observed behavioral patterns. (JEL D81, D83, G11, G12, G14)
DOI: 10.3886/e128303
title: Coronavirus (Covid-19) Data in the United States

description: The New York Times is releasing a series of data files with cumulative counts of coronavirus cases in the United States, at the state and county level, over time. This time series data is being compiled from state and local governments and health departments in an attempt to provide a complete record of the ongoing outbreak. This deposit contains live data from three geographic levels: U.S., states and counties. ICPSR staff scraped these data on 11/22/2020. For the most current data, please visit https://github.com/nytimes/covid-19-data. <br><br>
description: The data is the product of dozens of journalists working across several time zones to monitor news conferences, analyze data releases and seek clarification from public officials on how they categorize cases. To see the latest maps and case counts from the New York Times please visit https://www.nytimes.com/interactive/2020/us/coronavirus-us-cases.html. If you have questions about the data or licensing conditions, please contact covid-data@nytimes.com.