cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26863262.v1
title: Optimal Network Pairwise Comparison

description: We are interested in the problem of two-sample network hypothesis testing: given two networks with the same set of nodes, we wish to test whether the underlying Bernoulli probability matrices of the two networks are the same or not. We propose Interlacing Balance Measure (IBM) as a new two-sample testing approach. We consider the <i>Degree-Corrected Mixed-Membership (DCMM)</i> model for undirected networks, where we allow severe degree heterogeneity, mixed-memberships, flexible sparsity levels, and weak signals. In such a broad setting, how to find a test that has a tractable limiting null and optimal testing performances is a challenging problem. We show that IBM is such a test: in a broad DCMM setting with only mild regularity conditions, IBM has N(0,1) as the limiting null and achieves the optimal phase transition. While the above is for undirected networks, IBM is a unified approach and is directly implementable for directed networks. For a broad directed-DCMM (extension of DCMM for directed networks) setting, we show that IBM has N(0,1/2) as the limiting null and continues to achieve the optimal phase transition. We have also applied IBM to the Enron email network and a gene co-expression network, with interesting results.
DOI: 10.25346/s6/l2e9ik/73exmw
title: IMG_1895.tiff
DOI: 10.25346/s6/l2e9ik/sadqd3
title: IMG_1850.tiff
DOI: 10.25346/s6/l2e9ik/muq4hu
title: IMG_1859.tiff
DOI: 10.25346/s6/l2e9ik/ovzcs4
title: IMG_1906 (1).tiff
DOI: 10.25346/s6/l2e9ik/z7tzaj
title: IMG_1897.tiff
DOI: 10.25346/s6/l2e9ik/oxtlat
title: IMG_1886.tiff
DOI: 10.25346/s6/l2e9ik/3gthjh
title: IMG_1822.jpeg
DOI: 10.25346/s6/l2e9ik/mco3es
title: IMG_1901 (1).tiff
DOI: 10.25346/s6/l2e9ik/sd4nl8
title: IMG_1877.tiff
DOI: 10.25346/s6/l2e9ik
title: Modern Ground Photographs

description: Photographs from the ground
DOI: 10.25346/s6/l2e9ik/txnhcf
title: IMG_1875.tiff
DOI: 10.25346/s6/i1ebkj/pikdno
title: modern_drone.tab
DOI: 10.25346/s6/i1ebkj/4xc5dp
title: DJI_20220712121502_0405_Zenmuse-L1-mission.JPG
DOI: 10.25346/s6/i1ebkj/9ro7vx
title: DJI_20220710140928_0079_Zenmuse-L1-mission.JPG
DOI: 10.25346/s6/i1ebkj/deezvf
title: DJI_20220712143316_0018.JPG
DOI: 10.25346/s6/i1ebkj/rl1vvj
title: DJI_20220712143037_0013.JPG
DOI: 10.6084/m9.figshare.23354398
title: Additional file 3 of Multi-omics analysis reveals changes in tryptophan and cholesterol metabolism before and after sexual maturation in captive macaques

description: Additional file 3: Supplementary Table 3. Association analysis.
DOI: 10.6084/m9.figshare.23354392
title: Additional file 1 of Multi-omics analysis reveals changes in tryptophan and cholesterol metabolism before and after sexual maturation in captive macaques

description: Additional file 1: Supplementary Table 1. All samples information and composition of feed.
DOI: 10.6084/m9.figshare.21259020
title: Additional file 9 of Transcriptomic analysis of paternal behaviors in prairie voles

description: Additional file 9. Functional enrichment across structures and phenotypes. For each pairwise comparison, the functional enrichments in gene ontologies of the biological processes (BP), cellular components (CC), and molecular functions (MF) categories as well as in pathways from the Kyoto Encyclopedia of Genes and Genomes (KEGG) were tested for the differentially expressed genes up- or down-regulated (UP, and DOWN, respectively). The labels of pairwise comparisons were coded in two letters: the first one represents the phenotype (M: mothers, F: fathers, P: paternal males, A: attackers), whereas the second one represents the structure (N: NAc). For instance, FNvPN refers to the comparison between fathers and paternal males in the NAc.
DOI: 10.6084/m9.figshare.23354398.v1
title: Additional file 3 of Multi-omics analysis reveals changes in tryptophan and cholesterol metabolism before and after sexual maturation in captive macaques

description: Additional file 3: Supplementary Table 3. Association analysis.
DOI: 10.6084/m9.figshare.12344945
title: Additional file 1 of Rno-microRNA-30c-5p promotes myocardial ischemia reperfusion injury in rats through activating NF-κB pathway and targeting SIRT1

description: Additional File 1. Table S1. miR-30-5p-all predicted transcripts
DOI: 10.6084/m9.figshare.21259014.v1
title: Additional file 7 of Transcriptomic analysis of paternal behaviors in prairie voles

description: Additional file 7. Detailed results from the linear regressions between all behaviors scored during the parental behaviors test, testing for an interaction of Group (Mothers/Fathers/Paternal).
DOI: 10.3886/e182002
title: Data and Code for: Race and the Mismeasure of School Quality

description: In large urban districts, schools enrolling more white students tend to have higher performance ratings. We use an instrumental variables strategy leveraging centralized school assignment to explore the drivers of this relationship. Estimates from Denver and New York City suggest the correlation between widely-reported school performance ratings and white enrollment shares reflects selection bias rather than causal school value-added. In fact, value-added in these two cities is essentially unrelated to white enrollment shares. A simple regression adjustment is shown to yield school ratings that are uncorrelated with race, while predicting value-added as well or better than the corresponding unadjusted measures.
DOI: 10.3886/e182002v1
title: Data and Code for: Race and the Mismeasure of School Quality

description: In large urban districts, schools enrolling more white students tend to have higher performance ratings. We use an instrumental variables strategy leveraging centralized school assignment to explore the drivers of this relationship. Estimates from Denver and New York City suggest the correlation between widely-reported school performance ratings and white enrollment shares reflects selection bias rather than causal school value-added. In fact, value-added in these two cities is essentially unrelated to white enrollment shares. A simple regression adjustment is shown to yield school ratings that are uncorrelated with race, while predicting value-added as well or better than the corresponding unadjusted measures.
DOI: 10.6084/m9.figshare.12344948.v1
title: Additional file 2 of Rno-microRNA-30c-5p promotes myocardial ischemia reperfusion injury in rats through activating NF-κB pathway and targeting SIRT1

description: Additional File 2. Table S2. Predicted details of SIRT1R4
DOI: 10.6084/m9.figshare.12870406
title: Additional file 6 of Comprehensive analysis of key genes associated with ceRNA networks in nasopharyngeal carcinoma based on bioinformatics analysis

description: Additional file 6: Table S6. Details of the interactions of the down-regulated miRNAs and lncRNAs.
DOI: 10.6084/m9.figshare.12870406.v1
title: Additional file 6 of Comprehensive analysis of key genes associated with ceRNA networks in nasopharyngeal carcinoma based on bioinformatics analysis

description: Additional file 6: Table S6. Details of the interactions of the down-regulated miRNAs and lncRNAs.
DOI: 10.6084/m9.figshare.23354500
title: Additional file 1 of MhCLC-c1, a Cl channel c homolog from Malus hupehensis, alleviates NaCl-induced cell death by inhibiting intracellular Cl– accumulation

description: Additional file 1: Data S1. The raw Ct value of 9 MhCLCs genes expression in response to NaCl analyzed by qRT-PCR. Data S2. The normalized Ct value of 9 MhCLCs genes expression in response to NaCl analyzed by qRT-PCR. Data S3. The fold_change of 9 MhCLCs genes expression in response to NaCl analyzed by qRT-PCR.
DOI: 10.3886/e186941v1
title: Data and Code for: Wage Garnishment in the United States: New Facts from Administrative Payroll Records

description: Wage garnishment allows creditors to deduct money directly from workers’ paychecks to repay defaulted debts. We document new facts about wage garnishment between 2014–2019 using data from a large payroll processor who distributes paychecks to approximately 20% of U.S. private-sector workers. As of 2019, over one in every 100 workers was being garnished for delinquent debt. The average garnished worker experiences garnishment for five months, during which approximately 11% of gross earnings is remitted to their creditor(s). The beginning of a new garnishment is associated with an increase in job turnover rates but no intensive margin change in hours worked.<br>
description: Workers employed by firms that contract with ADP for payroll services.
DOI: 10.6084/m9.figshare.23354395
title: Additional file 2 of Multi-omics analysis reveals changes in tryptophan and cholesterol metabolism before and after sexual maturation in captive macaques

description: Additional file 2: Supplementary Table 2. Total 644 metabolites were identified.
DOI: 10.6084/m9.figshare.23354488.v1
title: Additional file 5 of Lifestyle factors, metabolic factors and socioeconomic status for pelvic organ prolapse: a Mendelian randomization study

description: Additional file 5: Table S1. Genetic instruments in relation to pelvic organ prolapse.
DOI: 10.6084/m9.figshare.14966165
title: Additional file 3 of Telomere-to-telomere assembly of a fish Y chromosome reveals the origin of a young sex chromosome pair

description: Additional file 3: Table S2. The size and location of the assembled centromere in the hap-Y genome.
DOI: 10.6084/m9.figshare.14966183
title: Additional file 9 of Telomere-to-telomere assembly of a fish Y chromosome reveals the origin of a young sex chromosome pair

description: Additional file 9: Table S8. Sequencing data produced from this study.
DOI: 10.6084/m9.figshare.23354395.v1
title: Additional file 2 of Multi-omics analysis reveals changes in tryptophan and cholesterol metabolism before and after sexual maturation in captive macaques

description: Additional file 2: Supplementary Table 2. Total 644 metabolites were identified.
DOI: 10.6084/m9.figshare.14966159.v1
title: Additional file 2 of Telomere-to-telomere assembly of a fish Y chromosome reveals the origin of a young sex chromosome pair

description: Additional file 2: Table S1. Statistics of chromosome scale phasing.
DOI: 10.6084/m9.figshare.12344945.v1
title: Additional file 1 of Rno-microRNA-30c-5p promotes myocardial ischemia reperfusion injury in rats through activating NF-κB pathway and targeting SIRT1

description: Additional File 1. Table S1. miR-30-5p-all predicted transcripts
DOI: 10.6084/m9.figshare.14966146.v1
title: Additional file 4 of Transcription-coupled structural dynamics of topologically associating domains regulate replication origin efficiency

description: Additional file 4: Table S3. Information for probes and primers.
DOI: 10.5281/zenodo.4479714
title: ManyTypes4Py: A benchmark Python Dataset for Machine Learning-Based Type Inference

description: The dataset is gathered on Sep. 17th 2020. It has more than 5.4K Python repositories that are hosted on GitHub. Check out the file <strong>ManyTypes4PyDataset.spec </strong>for repositories URL and their commit SHA. The dataset is also de-duplicated using the CD4Py tool. The list of duplicate files is provided in <strong>duplicate_files.txt </strong>file. All of its Python projects are processed in JSON-formatted files. They contain a seq2seq representation of each file, type-related hints, and information for machine learning models. The structure of JSON-formatted files is described in <strong>JSONOutput.md</strong> file. The dataset is split into train, validation and test sets by source code files. The list of files and their corresponding set is provided in <strong>dataset_split.csv</strong> file.
DOI: 10.17188/1268935
title: Materials Data on Sn(SeO3)2 by Materials Project

description: Sn(SeO3)2 crystallizes in the monoclinic P2_1/c space group. The structure is three-dimensional. Sn4+ is bonded in an octahedral geometry to six O2- atoms. There are four shorter (2.08 Å) and two longer (2.10 Å) Sn–O bond lengths. Se4+ is bonded in a trigonal non-coplanar geometry to three O2- atoms. There is one shorter (1.73 Å) and two longer (1.74 Å) Se–O bond length. There are three inequivalent O2- sites. In the first O2- site, O2- is bonded in a distorted bent 150 degrees geometry to one Sn4+ and one Se4+ atom. In the second O2- site, O2- is bonded in a distorted bent 150 degrees geometry to one Sn4+ and one Se4+ atom. In the third O2- site, O2- is bonded in a bent 120 degrees geometry to one Sn4+ and one Se4+ atom.
DOI: 10.34740/kaggle/dsv/1890932
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.17188/1268936
title: Materials Data on WS2(NCl)3 by Materials Project

description: WS2(NCl)3 crystallizes in the monoclinic P2_1/c space group. The structure is zero-dimensional and consists of four WS2(NCl)3 clusters. W6+ is bonded in a 4-coordinate geometry to one N+0.33+ and three Cl1- atoms. The W–N bond length is 1.80 Å. There are a spread of W–Cl bond distances ranging from 2.34–2.39 Å. There are three inequivalent N+0.33+ sites. In the first N+0.33+ site, N+0.33+ is bonded in a single-bond geometry to one S2- atom. The N–S bond length is 1.61 Å. In the second N+0.33+ site, N+0.33+ is bonded in a distorted single-bond geometry to one W6+ and one S2- atom. The N–S bond length is 1.60 Å. In the third N+0.33+ site, N+0.33+ is bonded in a bent 120 degrees geometry to two S2- atoms. There is one shorter (1.57 Å) and one longer (1.61 Å) N–S bond length. There are two inequivalent S2- sites. In the first S2- site, S2- is bonded in a water-like geometry to two N+0.33+ atoms. In the second S2- site, S2- is bonded in a bent 120 degrees geometry to two N+0.33+ atoms. There are three inequivalent Cl1- sites. In the first Cl1- site, Cl1- is bonded in a distorted single-bond geometry to one W6+ atom. In the second Cl1- site, Cl1- is bonded in a single-bond geometry to one W6+ atom. In the third Cl1- site, Cl1- is bonded in a single-bond geometry to one W6+ atom.
DOI: 10.17188/1268937
title: Materials Data on Na2Mn2Si2O7 (SG:14) by Materials Project

description: Computed materials data using density functional theory calculations. These calculations determine the electronic structure of bulk materials by solving approximations to the Schrodinger equation. For more information, see https://materialsproject.org/docs/calculations
DOI: 10.17188/1268938
title: Materials Data on SrZn(SeO3)2 by Materials Project

description: SrZn(SeO3)2 crystallizes in the monoclinic P2_1/c space group. The structure is three-dimensional. Sr2+ is bonded in a 9-coordinate geometry to nine O2- atoms. There are a spread of Sr–O bond distances ranging from 2.48–3.09 Å. Zn2+ is bonded in a 4-coordinate geometry to six O2- atoms. There are a spread of Zn–O bond distances ranging from 1.98–2.67 Å. There are two inequivalent Se4+ sites. In the first Se4+ site, Se4+ is bonded in a distorted trigonal non-coplanar geometry to three O2- atoms. There are a spread of Se–O bond distances ranging from 1.69–1.76 Å. In the second Se4+ site, Se4+ is bonded in a distorted trigonal non-coplanar geometry to three O2- atoms. There is two shorter (1.73 Å) and one longer (1.75 Å) Se–O bond length. There are six inequivalent O2- sites. In the first O2- site, O2- is bonded in a 2-coordinate geometry to two equivalent Sr2+, one Zn2+, and one Se4+ atom. In the second O2- site, O2- is bonded in a 3-coordinate geometry to one Sr2+, one Zn2+, and one Se4+ atom. In the third O2- site, O2- is bonded in a distorted water-like geometry to one Sr2+, one Zn2+, and one Se4+ atom. In the fourth O2- site, O2- is bonded in a distorted trigonal non-coplanar geometry to one Sr2+, one Zn2+, and one Se4+ atom. In the fifth O2- site, O2- is bonded to three equivalent Sr2+ and one Se4+ atom to form a mixture of distorted edge and corner-sharing OSr3Se tetrahedra. In the sixth O2- site, O2- is bonded in a distorted bent 120 degrees geometry to one Sr2+, two equivalent Zn2+, and one Se4+ atom.
DOI: 10.17188/1268939
title: Materials Data on Rb2CO3 by Materials Project

description: Rb2CO3 crystallizes in the orthorhombic Pnma space group. The structure is three-dimensional. there are two inequivalent Rb1+ sites. In the first Rb1+ site, Rb1+ is bonded to seven O2- atoms to form distorted RbO7 hexagonal pyramids that share corners with six equivalent RbO7 hexagonal pyramids, a cornercorner with one RbO6 octahedra, edges with two equivalent RbO7 hexagonal pyramids, edges with five equivalent RbO6 octahedra, and a faceface with one RbO6 octahedra. The corner-sharing octahedral tilt angles are 20°. There are a spread of Rb–O bond distances ranging from 3.02–3.06 Å. In the second Rb1+ site, Rb1+ is bonded to six O2- atoms to form RbO6 octahedra that share a cornercorner with one RbO7 hexagonal pyramid, edges with five equivalent RbO7 hexagonal pyramids, a faceface with one RbO7 hexagonal pyramid, and faces with two equivalent RbO6 octahedra. There are a spread of Rb–O bond distances ranging from 2.84–2.95 Å. C4+ is bonded in a trigonal planar geometry to three O2- atoms. All C–O bond lengths are 1.31 Å. There are two inequivalent O2- sites. In the first O2- site, O2- is bonded in a distorted single-bond geometry to four Rb1+ and one C4+ atom. In the second O2- site, O2- is bonded in a distorted single-bond geometry to five Rb1+ and one C4+ atom.
DOI: 10.17188/1268941
title: Materials Data on BaLa(BiS3)2 by Materials Project

description: BaLa(BiS3)2 crystallizes in the monoclinic P2_1/c space group. The structure is three-dimensional. Ba2+ is bonded in a 9-coordinate geometry to nine S2- atoms. There are a spread of Ba–S bond distances ranging from 3.17–3.63 Å. La3+ is bonded in a 9-coordinate geometry to nine S2- atoms. There are a spread of La–S bond distances ranging from 2.93–3.23 Å. There are two inequivalent Bi+3.50+ sites. In the first Bi+3.50+ site, Bi+3.50+ is bonded to six S2- atoms to form a mixture of edge and corner-sharing BiS6 octahedra. The corner-sharing octahedral tilt angles are 8°. There are a spread of Bi–S bond distances ranging from 2.64–3.14 Å. In the second Bi+3.50+ site, Bi+3.50+ is bonded to six S2- atoms to form a mixture of edge and corner-sharing BiS6 octahedra. The corner-sharing octahedral tilt angles are 8°. There are a spread of Bi–S bond distances ranging from 2.61–3.31 Å. There are six inequivalent S2- sites. In the first S2- site, S2- is bonded in a 5-coordinate geometry to two equivalent Ba2+, one La3+, and two equivalent Bi+3.50+ atoms. In the second S2- site, S2- is bonded in a 5-coordinate geometry to two equivalent Ba2+, two equivalent La3+, and one Bi+3.50+ atom. In the third S2- site, S2- is bonded to one Ba2+ and five Bi+3.50+ atoms to form distorted SBaBi5 octahedra that share corners with three equivalent SBaLaBi3 trigonal bipyramids, edges with four equivalent SBaBi5 octahedra, edges with two equivalent SBa2La2Bi square pyramids, and edges with three equivalent SBaLaBi3 trigonal bipyramids. In the fourth S2- site, S2- is bonded in a 5-coordinate geometry to one Ba2+, three equivalent La3+, and one S2- atom. The S–S bond length is 2.12 Å. In the fifth S2- site, S2- is bonded to two equivalent Ba2+, two equivalent La3+, and one Bi+3.50+ atom to form distorted SBa2La2Bi square pyramids that share a cornercorner with one SBaLaBi3 trigonal bipyramid, edges with two equivalent SBaBi5 octahedra, edges with two equivalent SBa2La2Bi square pyramids, and edges with two equivalent SBaLaBi3 trigonal bipyramids. In the sixth S2- site, S2- is bonded to one Ba2+, one La3+, and three Bi+3.50+ atoms to form distorted SBaLaBi3 trigonal bipyramids that share corners with three equivalent SBaBi5 octahedra, a cornercorner with one SBa2La2Bi square pyramid, corners with two equivalent SBaLaBi3 trigonal bipyramids, edges with three equivalent SBaBi5 octahedra, and edges with two equivalent SBa2La2Bi square pyramids. The corner-sharing octahedra tilt angles range from 1–56°.
DOI: 10.17188/1268942
title: Materials Data on ThB4Mo by Materials Project

description: ThMoB4 crystallizes in the orthorhombic Cmmm space group. The structure is three-dimensional. Th4+ is bonded in a 2-coordinate geometry to fourteen B+1.50- atoms. There are a spread of Th–B bond distances ranging from 2.78–2.88 Å. Mo2+ is bonded in a 10-coordinate geometry to ten B+1.50- atoms. There are a spread of Mo–B bond distances ranging from 2.41–2.45 Å. There are three inequivalent B+1.50- sites. In the first B+1.50- site, B+1.50- is bonded in a 3-coordinate geometry to two equivalent Th4+, four equivalent Mo2+, and three B+1.50- atoms. There is one shorter (1.74 Å) and two longer (1.78 Å) B–B bond length. In the second B+1.50- site, B+1.50- is bonded in a 9-coordinate geometry to four equivalent Th4+, two equivalent Mo2+, and three B+1.50- atoms. There is two shorter (1.88 Å) and one longer (1.94 Å) B–B bond length. In the third B+1.50- site, B+1.50- is bonded in a 3-coordinate geometry to four equivalent Th4+, two equivalent Mo2+, and three B+1.50- atoms. The B–B bond length is 1.86 Å.
DOI: 10.17188/1268943
title: Materials Data on SiO2 by Materials Project

description: SiO2 is Low Tridymite-like structured and crystallizes in the tetragonal I4_1/amd space group. The structure is three-dimensional. Si4+ is bonded to four O2- atoms to form corner-sharing SiO4 tetrahedra. There are a spread of Si–O bond distances ranging from 1.61–1.63 Å. There are four inequivalent O2- sites. In the first O2- site, O2- is bonded in a bent 150 degrees geometry to two equivalent Si4+ atoms. In the second O2- site, O2- is bonded in a linear geometry to two equivalent Si4+ atoms. In the third O2- site, O2- is bonded in a bent 150 degrees geometry to two equivalent Si4+ atoms. In the fourth O2- site, O2- is bonded in a bent 150 degrees geometry to two equivalent Si4+ atoms.
DOI: 10.17188/1268944
title: Materials Data on ReO2F3 by Materials Project

description: ReO2F3 crystallizes in the orthorhombic Cmce space group. The structure is zero-dimensional and consists of four ReO2F3 clusters. there are two inequivalent Re7+ sites. In the first Re7+ site, Re7+ is bonded to two equivalent O2- and four F1- atoms to form distorted corner-sharing ReO2F4 octahedra. The corner-sharing octahedral tilt angles are 13°. Both Re–O bond lengths are 1.70 Å. There are two shorter (1.87 Å) and two longer (2.13 Å) Re–F bond lengths. In the second Re7+ site, Re7+ is bonded to two equivalent O2- and four F1- atoms to form distorted corner-sharing ReO2F4 octahedra. The corner-sharing octahedral tilt angles are 13°. Both Re–O bond lengths are 1.70 Å. There are a spread of Re–F bond distances ranging from 1.87–2.14 Å. There are two inequivalent O2- sites. In the first O2- site, O2- is bonded in a single-bond geometry to one Re7+ atom. In the second O2- site, O2- is bonded in a single-bond geometry to one Re7+ atom. There are four inequivalent F1- sites. In the first F1- site, F1- is bonded in a single-bond geometry to one Re7+ atom. In the second F1- site, F1- is bonded in a linear geometry to two Re7+ atoms. In the third F1- site, F1- is bonded in a single-bond geometry to one Re7+ atom. In the fourth F1- site, F1- is bonded in a single-bond geometry to one Re7+ atom.