cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13621169.v7
title: Speedtest Open Data - Four International cities - MEL, BKK, SHG, LAX

description: This dataset compares four cities broadband internet speeds:- Melbourne, AU- Bangkok, TH- Shanghai, CN- Los Angeles, US<br>ERRATA:Data is for Q3 2020, but some files are labelled incorrectly as 02-20 of June 20. They all should read Sept 20, or 09-20 as Q3 20, rather than Q2. Will rename and reload.2. LAX file named 0320, when should be Q320.Amended in v7.<br>*lines of data for each geojson file; a line equates to a 600m^2 location, inc total tests, devices used, and average upload and download speed- MEL 16181 lines- SHG 31745 lines- BKK 29296 lines- LAX 15899 lines<br>Geojsons of these 2* by 2* extracts for MEL, BKK, SHG now added, and LAX added v6..<br>This dataset unpacks, geospatially, data summaries provided in Speedtest Global Index (linked below). See Jupyter Notebook (*.ipynb) to interrogate geo data. See link to install Jupyter.<br>** To DoWill add Google Map versions so everyone can see without installing Jupyter.- Link to Google Map (BKK) added below. Key:Green &gt; 100Mbps(Superfast). Black &gt; 500Mbps (Ultrafast). CSV provided. Code in Speedtestv1.1.ipynb Jupyter Notebook.<br>** Pythonmelb = au_tiles.cx[144:146 , -39:-37] #Lat/Lon extract<br>shg = tiles.cx[120:122 , 30:32] #Lat/Lon extract<br>bkk = tiles.cx[100:102 , 13:15] #Lat/Lon extract<br>lax = tiles.cx[-118:-120, 33:35] #lat/Lon<br>Histograms, and data visualisations will be provided.Data Sourced from - This is an extract of Speedtest Open data available at Amazon WS (link below - opendata.aws).<br>**VERSIONSv7 Amended file names of BKK files to correctly label as Q3, not Q2 or 06.v6 Added LAX file.v5 Add screenshot of BKK Google Map.v4 Add BKK Google map(link below), and BKK csv mapping files. v3 replaced MEL map with big key version. Prev key was very tiny in top right corner.v2 Uploaded MEL, SHG, BKK data and Jupyter Notebookv1 Metadata record<br>** LICENCEAWS data licence on Speedtest data is "CC BY-NC-SA 4.0", so use of this data must be:- non-commercial (NC)- reuse must be share-alike (SA)(add same licence).This restricts the standard CC-BY Figshare licence.<br>
DOI: 10.5519/qd.humxnmxj
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1001 records)
DOI: 10.6084/m9.figshare.13661360
title: Genome assembly and annotation of Sapria himalayana

description: Genome assembly and annotation of Sapria himalayana. Annotations are based on MAKER ab initio gene predictions combined with transciptome evidence. Pfam annotation are also provided.
DOI: 10.6084/m9.figshare.13661366
title: Example CAIRIS model - MEDEVAC Mission Network SoS

description: Example CAIRIS model - MEDEVAC Mission Network SoS
DOI: 10.6084/m9.figshare.13661366.v1
title: Example CAIRIS model - MEDEVAC Mission Network SoS

description: Example CAIRIS model - MEDEVAC Mission Network SoS
DOI: 10.6084/m9.figshare.13635236
title: Protein expression and annotations of differentially expressed proteins in TMT-based quantitative proteomic analysis.xlsx

description: Protein expression and annotations of differentially expressed proteins in TMT-based quantitative proteomic analysisProtein expression and annotations of differentially expressed proteins in TMT-based quantitative proteomic analysis
DOI: 10.6084/m9.figshare.13635236.v2
title: Protein expression and annotations of differentially expressed proteins in TMT-based quantitative proteomic analysis.xlsx

description: Protein expression and annotations of differentially expressed proteins in TMT-based quantitative proteomic analysisProtein expression and annotations of differentially expressed proteins in TMT-based quantitative proteomic analysis
DOI: 10.6084/m9.figshare.13635236.v1
title: Protein expression and annotations of differentially expressed proteins in TMT-based quantitative proteomic analysis.xlsx

description: 基于TMT的定量蛋白质组学分析中的蛋白质表达和差异表达蛋白质的注释
DOI: 10.3886/e117142v2-73920
title: Data for "Who's Paying for the U.S. Tariffs? A Longer-Term Perspective"

description: Using data from 2018, a number of studies have found that recent U.S tariffs have been passed on entirely to U.S. importers and consumers. These results are surprising given that trade theory has long stressed that tariffs applied by a large country should drive down foreign prices. Using another year of data including significant escalations in the trade war, we find that U.S. tariffs continue to be almost entirely borne by U.S. firms and consumers. We show that the response of import values to the tariffs increases in absolute magnitude over time, consistent with the idea that it takes time for firms to reorganize supply chains. We find heterogeneity in the responses of some sectors, such as steel, where tariffs have caused foreign exporters to drop their prices substantially, enabling them to export relatively more than in sectors where tariff passthrough was complete.
DOI: 10.3886/e120647
title: Code and Public Data for "Aggregate Nominal Wage Adjustments: New Evidence from Administrative Payroll Data"

description: Using administrative payroll data from the largest U.S. payroll processing company, we measure the extent of nominal wage rigidity in the United States. The data allow us to define a worker's per-period base contract wage separately from other forms of compensation such as overtime premiums and bonuses. We provide evidence that firms use base wages to cyclically adjust the marginal cost of their workers. Nominal base wage declines are much rarer than previously thought with only 2% of job-stayers receiving a nominal base wage cut during a given year. Approximately 35% of workers receive no base wage change year over year. We document strong evidence of both time and state dependence in nominal base wage adjustments. In addition, we provide evidence that the flexibility of new hire base wages is similar to that of existing workers. Collectively, our results can be used to discipline models of nominal wage rigidity.
DOI: 10.3886/e120647v1
title: Code and Public Data for "Aggregate Nominal Wage Adjustments: New Evidence from Administrative Payroll Data"

description: Using administrative payroll data from the largest U.S. payroll processing company, we measure the extent of nominal wage rigidity in the United States. The data allow us to define a worker's per-period base contract wage separately from other forms of compensation such as overtime premiums and bonuses. We provide evidence that firms use base wages to cyclically adjust the marginal cost of their workers. Nominal base wage declines are much rarer than previously thought with only 2% of job-stayers receiving a nominal base wage cut during a given year. Approximately 35% of workers receive no base wage change year over year. We document strong evidence of both time and state dependence in nominal base wage adjustments. In addition, we provide evidence that the flexibility of new hire base wages is similar to that of existing workers. Collectively, our results can be used to discipline models of nominal wage rigidity.
DOI: 10.3886/e120834
title: Data and Code for: Employer Consolidation and Wages: Evidence from Hospitals

description: We test whether wage growth slows following employer consolidation by examining hospital mergers. We find evidence of reduced wage growth in cases where both (i) the increase in concentration induced by the merger is large and (ii) workers’ skills are industry-specific. In all other cases, we fail to reject zero wage effects. We consider alternative explanations and find that the observed patterns are unlikely to be explained by merger-related changes besides labor market power. Wage growth slowdowns are attenuated in markets with strong labor unions, and wage growth does not decline after out-of-market mergers that leave local employer concentration unchanged.
description: US hospitals.
DOI: 10.3886/e120834v1
title: Data and Code for: Employer Consolidation and Wages: Evidence from Hospitals

description: We test whether wage growth slows following employer consolidation by examining hospital mergers. We find evidence of reduced wage growth in cases where both (i) the increase in concentration induced by the merger is large and (ii) workers’ skills are industry-specific. In all other cases, we fail to reject zero wage effects. We consider alternative explanations and find that the observed patterns are unlikely to be explained by merger-related changes besides labor market power. Wage growth slowdowns are attenuated in markets with strong labor unions, and wage growth does not decline after out-of-market mergers that leave local employer concentration unchanged.
description: US hospitals.
DOI: 10.3886/e120797v1
title: Data and code for: Intertemporal Labor Supply Substitution? Evidence from the Swiss Income Tax Holidays

description: This paper estimates intertemporal labor supply responses to two-year long income tax holidays staggered across Swiss cantons. Cantons shifted from an income tax system based on the previous two years' income to a standard annual pay as you earn system, leaving two years of income untaxed. We find significant but quantitatively very small responses of wage earnings with an inter-temporal elasticity of .025 overall. High wage income earners and especially the self-employed display larger responses with elasticities around .1 and .25 respectively, most likely driven by tax avoidance. We find no effects along the extensive margin at all.
DOI: 10.3886/e120490
title: Data and Code for: Intergenerational Mobility of Immigrants in the US over Two Centuries

description: Using millions of father-son pairs spanning more than 100 years of US history, we find that children of immigrants from nearly every sending country have higher rates of upward mobility than children of the US-born. Immigrants’ advantage is similar historically and today despite dramatic shifts in sending countries and US immigration policy. Immigrants achieve this advantage in part by choosing to settle in locations that offer better prospects for their children.
DOI: 10.3886/e120490v1
title: Data and Code for: Intergenerational Mobility of Immigrants in the US over Two Centuries

description: Using millions of father-son pairs spanning more than 100 years of US history, we find that children of immigrants from nearly every sending country have higher rates of upward mobility than children of the US-born. Immigrants’ advantage is similar historically and today despite dramatic shifts in sending countries and US immigration policy. Immigrants achieve this advantage in part by choosing to settle in locations that offer better prospects for their children.
DOI: 10.3886/e128303v1-73948
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.
DOI: 10.3886/e120404
title: Data and Code for: Leadership in Social Movements. The Forty-Eighters in the Civil War

description: This paper studies the role of leaders in the social movement against slavery that culminated in the U.S. Civil War. Our analysis is organized around a natural experiment: leaders of the failed German revolution of 1848--49 were expelled to the U.S. and became anti-slavery campaigners who helped mobilize Union Army volunteers. Towns where Forty-Eighters settled show two-thirds higher Union Army enlistments. <br>Their influence worked through local newspapers and social clubs. Going beyond enlistment decisions, Forty-Eighters reduced their companies' desertion rate during the war. In the long run, Forty-Eighter towns were more likely to form a local chapter of the NAACP.<br><br>
description: N/A<br>
description: located the town of residence of about two-thirds of Union Army soldiers<br>.
DOI: 10.3886/e120564
title: Data and Codes for: "Exchange Rates and Prices: Evidence from the 2015 Swiss Franc Appreciation"

description: We dissect the impact of a large and sudden exchange rate appreciation on Swiss border import prices, retail prices, and consumer expenditures on domestic and imported non-durable goods, following the removal of the EUR/CHF floor in January 2015. Cross-sectional variation in border price changes by currency of invoicing carries over to consumer prices and allocations, impacting retail prices of imports and competing domestic goods, as well as import expenditures. We provide measures of the sensitivity of retail import prices to border prices and the sensitivity of import shares to relative prices, which is higher when using retail prices than border prices. <br>
DOI: 10.3886/e120564v1
title: Data and Codes for: "Exchange Rates and Prices: Evidence from the 2015 Swiss Franc Appreciation"

description: We dissect the impact of a large and sudden exchange rate appreciation on Swiss border import prices, retail prices, and consumer expenditures on domestic and imported non-durable goods, following the removal of the EUR/CHF floor in January 2015. Cross-sectional variation in border price changes by currency of invoicing carries over to consumer prices and allocations, impacting retail prices of imports and competing domestic goods, as well as import expenditures. We provide measures of the sensitivity of retail import prices to border prices and the sensitivity of import shares to relative prices, which is higher when using retail prices than border prices. <br>
DOI: 10.3886/e120227
title: Data and Code for: "Testing the Waters: Behavior across Participant Pools"

description: Read the paper.
DOI: 10.3886/e120446
title: Code and Data for: Speculative Fever: Investor Contagion in the Housing Bubble

description: Historical anecdotes of new investors being drawn into a booming asset market, only to suffer when the market turns, abound. While the role of investor contagion in asset bubbles has been explored extensively in the theoretical literature, causal empirical evidence on the topic is much rarer. This paper studies the recent boom and bust in the U.S. housing market and establishes that many novice investors entered the market as a direct result of observing investing activity of multiple forms in their own neighborhoods and that “infected” investors performed poorly relative to other investors along several dimensions.
DOI: 10.3886/e120446v1
title: Code and Data for: Speculative Fever: Investor Contagion in the Housing Bubble

description: Historical anecdotes of new investors being drawn into a booming asset market, only to suffer when the market turns, abound. While the role of investor contagion in asset bubbles has been explored extensively in the theoretical literature, causal empirical evidence on the topic is much rarer. This paper studies the recent boom and bust in the U.S. housing market and establishes that many novice investors entered the market as a direct result of observing investing activity of multiple forms in their own neighborhoods and that “infected” investors performed poorly relative to other investors along several dimensions.
DOI: 10.3886/e113314v1-73959
title: Replication data for: The Origins of State Capacity: Property Rights, Taxation, and Politics

description: Economists generally assume that the state has sufficient institutional capacity to support markets and levy taxes. This paper develops a framework where "policy choices" in market regulation and taxation are constrained by past investments in legal and fiscal capacity. It studies the economic and political determinants of such investments, demonstrating that legal and fiscal capacity are typically complements. The results show that, among other things, common interest public goods, such as fighting external wars, as well as political stability and inclusive political institutions, are conducive to building state capacity. Some correlations in cross-country data are consistent with the theory. (JEL D72, E62, H11, H20, P14)
DOI: 10.3886/e130961v2
title: BYU Record Linking Lab Census Links

description: These files include data and code used to create tables and figures for "Combining Family History and Machine Learning to Link Historical Records." This was published as an NBER Working Paper (#26227) and is in the review process at an academic journal. We are seeking permission to share our full dataset that we obtained from FamilySearch. We have included the truth set that we use to train our model along with the machine learning code we use to link records using this truth set. Our truth set includes histid pairs between the different census records, which can be combined with the restricted versions of the full-count census records that are distributed through the University of Minnesota.
DOI: 10.3886/e130961v3
title: The Census Tree Data Set (Price et al., Explorations in Economic History)

description: These files include data and code used to create tables and figures for "Combining Family History and Machine Learning to Link Historical Records." This was published as an NBER Working Paper (#26227) and is in the review process at an academic journal. We are seeking permission to share our full dataset that we obtained from FamilySearch. We have included the truth set that we use to train our model along with the machine learning code we use to link records using this truth set. Our truth set includes histid pairs between the different census records, which can be combined with the restricted versions of the full-count census records that are distributed through the University of Minnesota.
DOI: 10.3886/e125761v3-73962
title: 2020 Census Tracking Survey

description: The 2020 Census Integrated Communications Campaign used a research-informed, data-driven approach to maximize the impact and efficiency of communications activities in support of the 2020 Census enumeration. As a part of this research, the Census Bureau and its contractor, Team Y&R, conducted a year-long nationally-representative tracking survey—from September 6, 2019 to September 13, 2020—to understand public opinion about census participation leading up to and during the enumeration period. The tracking survey consisted of two independent data collection methodologies: phone and web. Team Y&R conducted live phone interviews from September 2019 to June 2020 and online web panel surveys from September 2019 to September 13, 2020. Both surveys were fielded in English and Spanish. <br><br>The surveys measured a variety of attitudes, including awareness of the 2020 Census, intent to respond to the 2020 Census, stated response behavior, potential barriers to completing the 2020 Census, recall of census messages, and the mode with which people would prefer to respond to the 2020 Census.<br>
DOI: 10.3886/e131041
title: Balancing Time in College: Examining Time-Use and Academic Outcomes of Students in a Comprehensive College Transition Program

description: The README file contains information regarding the syntax order and how to obtain the data. <br><br>Abstract. Using a randomized control trial design, this study examines the extent to which a comprehensive college transition program (CCTP) shapes students’ time-use during their first three years in college. The CCTP provides comprehensive student-centered support as well as a generous scholarship. We compare students who had access to the CCTP to those who only received the scholarship. Findings indicate that both student groups spent similar amounts of time working for pay, studying, and on social media, and time-use had no differential bearing on college GPA by treatment status. In an exploratory analysis of program components, we find correlational evidence that academic-related interactions with faculty is positively associated with hours spent studying. We consistently find that the strongest predictor of time-use in college is how students spend their time in high school, suggesting interventions aimed at shaping students’ time-use may be most effective if they are targeted at students’ pre-college years.
DOI: 10.3886/e131041v1
title: Balancing Time in College: Examining Time-Use and Academic Outcomes of Students in a Comprehensive College Transition Program

description: The README file contains information regarding the syntax order and how to obtain the data. <br><br>Abstract. Using a randomized control trial design, this study examines the extent to which a comprehensive college transition program (CCTP) shapes students’ time-use during their first three years in college. The CCTP provides comprehensive student-centered support as well as a generous scholarship. We compare students who had access to the CCTP to those who only received the scholarship. Findings indicate that both student groups spent similar amounts of time working for pay, studying, and on social media, and time-use had no differential bearing on college GPA by treatment status. In an exploratory analysis of program components, we find correlational evidence that academic-related interactions with faculty is positively associated with hours spent studying. We consistently find that the strongest predictor of time-use in college is how students spend their time in high school, suggesting interventions aimed at shaping students’ time-use may be most effective if they are targeted at students’ pre-college years.
DOI: 10.3886/e118343
title: Data and code for "Organizing Time Banks: Lessons from Matching Markets"

description: Data on Time Banks in the US.<br>All data we have used was downloaded from http://community.timebanks.org<br><br>We have simply provided descriptive statistics of some operational time banks. The focus is on the US, but there is also data on time banks from other countries. <br><br>
description: web scraping;
DOI: 10.3886/e118343v2
title: Data and code for "Organizing Time Banks: Lessons from Matching Markets"

description: Data on Time Banks in the US.<br>All data we have used was downloaded from http://community.timebanks.org<br><br>We have simply provided descriptive statistics of some operational time banks. The focus is on the US, but there is also data on time banks from other countries. <br><br>
description: web scraping;
DOI: 10.3886/e117901
title: Data and Code for: Dynamic Persuasion with Outside Information

description: Data and code for the paper "Dynamic Persuasion with Outside Information". Abstract: "A principal seeks to persuade an agent to accept an offer of uncertain value before a deadline expires. The principal can generate information, but exerts no control over exogenous outside information. The combined effect of the deadline and outside information creates incentives for the principal to keep uncertainty high in the first periods so as to persuade the agent close to the deadline. We characterize the equilibrium, compare it to the single-player decision problem in which exogenous outside information is the agent's only source of information, and examine the welfare implications of our analysis."<br>