Tootfinder

https://www.crikey.com.au/2025/07/17/clive-palmer-united-australia-party-trumpet-of-patriots-data-breach-documents/
I don’t know enough about Australian politics but it sounds like the country’s version of the MAG…

Clive Palmer’s political parties suffer data breach affecting ‘all emails … documents and records’
Identical statements from both parties say a ransomware attack has obtained ‘email address, phone number, identity records, banking records, employment history, documents (including those provided subject to confidentiality arrangements)'.

Young Graduates Are Facing an Employment Crisis (Wall Street Journal)
https://www.wsj.com/economy/jobs/jobs-unemployment-rise-young-people-ce4704d8
http://www.memeorandum.com/250616/p69#a250616p69

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

More than half of industries are already shedding workers,
a ‘telling’ sign that’s accompanied past recessions, top economist says
https://fortune.com/2025/08/10/recession-warning-economic-outlook-industry-job-losses-employment-…

More than half of industries are already shedding workers, a ‘telling’ sign that’s accompanied past recessions, top economist says
"Things could still turn around if the economic policies weighing on the economy soon lift. But that looks increasingly unlikely."

Just learned about NYC Local Law 144 which requires bias audits for hiring decisions
https://www.nyc.gov/site/dca/about/automated-employment-decision-tools.page
(From younger, more principled brother; happy birthday dkg!)
I am really interes…

Why don't a large number of good-minded people take DHS/ICE up on its employment give-away, go through the training, collect the $$, and then simply do nothing until they are fired?
In other words, dilute ICE, drain their money, and gum up their works - from the inside.

Ukrainian Migrants: Spending, Employment, and Impact on Host Country Economies: https://benborges.xyz/2025/07/02/ukrainian-migrants-spending-employment-and.html

Inclusive Employment Pathways: Career Success Factors for Autistic Individuals in Software Engineering
Orvila Sarker, Mona Jamshaid, M. Ali Babar
https://arxiv.org/abs/2508.09680

Inclusive Employment Pathways: Career Success Factors for Autistic Individuals in Software Engineering
Research has highlighted the valuable contributions of autistic individuals in the Information and Communication Technology (ICT) sector, particularly in areas such as software development, testing, and cybersecurity. Their strengths in information processing, attention to detail, innovative thinking, and commitment to high-quality outcomes in the ICT domain are well-documented. However, despite their potential, autistic individuals often face barriers in Software Engineering (SE) roles due to …

Does fertility affect woman's labor force participation in low- and middle-income settings? Findings from a Bayesian nonparametric analysis
Lucas Godoy Garraza, Leontine Alkema
https://arxiv.org/abs/2508.10787

Does fertility affect woman's labor force participation in low- and middle-income settings? Findings from a Bayesian nonparametric analysis
Estimating the causal effect of fertility on women's employment is challenging because fertility and labor decisions are jointly determined. The difficulty is amplified in low- and middle-income countries, where longitudinal data are scarce. In this study, we propose a novel approach to estimating the causal effect of fertility on employment using widely available Demographic and Health Survey (DHS) observational data. Using infecundity as an instrument for family size, our approach combines pr…

Support 4 Employment Podcast
Great Australian Pods Podcast Directory: #GreatAusPods

Support 4 Employment | Great Australian Pods Podcast Directory
Podcast: Support 4 Employment Podcast Host: Scott Category: Business Sub-Category: Careers, Commentary & Conversations, Health & Wellness, Non Profit & Charity First Episode: 2025 Join a rotating crew…

Inequality's Economic and Social Roots: the Role of Social Networks and Homophily
Matthew O. Jackson
https://arxiv.org/abs/2506.13016 https://

Inequality's Economic and Social Roots: the Role of Social Networks and Homophily
I discuss economic and social sources of inequality and elaborate on the role of social networks in inequality, economic immobility, and economic inefficiencies. The lens of social networks clarifies how the entanglement of people's information, opportunities, and behaviors with those of their friends and family leads to persistent differences across communities, resulting in inequality in education, employment, income, health, and wealth. The key role of homophily in separating groups within t…

dbpedia_team: DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.
This network has 935627 nodes and 1366466 edges.
Tags: Economic, Employment, Unweighted
https://netwo…

Surface Geologist 🚨Job opening🚨 #NorthDakota Geological Survey #geology
Field mapping of glacial sediments or sedimentary rock, geologic hazards (landslide) mapping, interpreting aerial and satellite imagery, etc.

Employment Opportunities

And the most recent jobs report has many hints that ICE is indeed having that desired effect: in an otherwise stagnant or contracting labor market, there was job group in leisure and hospitality, private health care, and (somewhat less) construction — all job markets with a concentration of immigrant labor.
I am not an economist and this is not a proper analysis — grain of salt, please! — but a quick skim of these stats is at least superficially consistent with a good chunk of current job growth coming from decreased immigrant participation in the labor force.
https://www.bls.gov/ces/publications/highlights/2025/current-employment-statistics-highlights-06-2025.pdf
2/

Anyone with #ADHD or #ADD out there?
Does your work involve a computer with internet access?
How do you manage distractions?
How do you resist the impulse to go on hour long yak shaving tangents all the time?
I'm serious. It's gotten to a point where it threatens my employment.

Meaning as Use, Application, Employment, Purpose, Usefulness
Ruy J. G. B. de Queiroz
https://arxiv.org/abs/2506.07131 https://arxiv.o…

Meaning as Use, Application, Employment, Purpose, Usefulness
Arising from the whole body of Wittgenstein's writings is a picture of a (not necessarily straight, linear, but admittedly tireless) journey to come to terms with the mechanics of language as an instrument to conceive `reality' and to communicate an acquired conception of the `world'. The journey passes through mathematics, psychology, color perception, certainty, aesthetic, but, looking at it from a sort of birdview, it seems reasonable to say that these are all used as `test beds' for his ref…

On Aug. 1, shortly after the Bureau of Labor Statistics released a surprisingly weak employment report,
the conservative economist E.J. Antoni joined Steve Bannon’s influential “War Room” podcast.
“Have we put in our own person into B.L.S.?” Mr. Bannon asked Dr. Antoni.
“Is a MAGA Republican, that President Trump knows and trusts, are they running the Bureau of Labor Statistics yet?”
“No, unfortunately, Steve, we still haven’t gotten there,” Dr. Antoni replied,
go…

Trump’s Pick of E.J. Antoni as BLS Leader Criticized by the Right and the Left
Economists on the left and right criticized E.J. Antoni for misunderstanding the data he would now oversee.

LLMs for Legal Subsumption in German Employment Contracts
Oliver Wardas, Florian Matthes
https://arxiv.org/abs/2507.01734 https://arx…

LLMs for Legal Subsumption in German Employment Contracts
Legal work, characterized by its text-heavy and resource-intensive nature, presents unique challenges and opportunities for NLP research. While data-driven approaches have advanced the field, their lack of interpretability and trustworthiness limits their applicability in dynamic legal environments. To address these issues, we collaborated with legal experts to extend an existing dataset and explored the use of Large Language Models (LLMs) and in-context learning to evaluate the legality of cla…

dbpedia_starring: DBpedia film-actor network
A bipartite network of movies and the actors that played in them, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 157184 nodes and 281396 edges.
Tags: Economic, Employment, Unweighted
https://network…

Forecasting Labor Markets with LSTNet: A Multi-Scale Deep Learning Approach
Adam Nelson-Archer, Aleia Sen, Meena Al Hasani, Sofia Davila, Jessica Le, Omar Abbouchi
https://arxiv.org/abs/2507.01979

Forecasting Labor Markets with LSTNet: A Multi-Scale Deep Learning Approach
We present a deep learning approach for forecasting short-term employment changes and assessing long-term industry health using labor market data from the U.S. Bureau of Labor Statistics. Our system leverages a Long- and Short-Term Time-series Network (LSTNet) to process multivariate time series data, including employment levels, wages, turnover rates, and job openings. The model outputs both 7-day employment forecasts and an interpretable Industry Employment Health Index (IEHI). Our approach o…

Over 160 indigent Bangladeshi would-be #guestworkers arrive back home in #Dhaka after terrible extortion experience seekng employment in #Libya.
They reported being held captive, extorted by traffickers who demanded large sums …

162 Bangladeshi Trafficking Victims Return from Libya After Mafia Ordeal | Voice7 News
A group of 162 Bangladeshi nationals, who had been trapped and tortured by human trafficking mafias in Libya, have returned home. The flight carrying the victims landed at Hazrat Shahjalal International Airport in Dhaka at around 7:30 am on Wednesday morning.

An analysis of 61 settlements signed by Channel 4 staff who left amid employment disputes between 2017 and 2021 shows it paid out ~£5M and all but two had NDAs (Jake Kanter/Deadline)
https://deadline.com/2025/06/channel-4-denies-using-nda-zelda-pe…

Channel 4 Says It Doesn’t Use NDAs, But Documents Reveal Company Is Curbing Free Speech Of Aggrieved Ex-Employees
Channel 4 described itself as the "defender of free speech," but documents reveal it is restricting what former staffers can say about the company.

Go is 80/20 language: https://blog.kowalczyk.info/article/d-2025-06-26/go-is-8020-language.html
Good piece, a bit misleading on a couple of Go details but essentially right I think. I spent my last 20 years of employment working in Java-heavy …

New paper published! ➡️ Climate change adaptation preferences of small enterprises
Vulnerable entrepreneurs’ preferences for climate risk management: A discrete choice experiment with micro-enterprises in the Philippines
Authors: #AnnKristin_Becker @…

Trump Claims the Jobs Report Was Rigged. Was It? (Allysia Finley/Wall Street Journal)
https://www.wsj.com/opinion/trump-claims-the-jobs-report-was-rigged-was-it-employment-27df60f8
http://www.memeorandum.com/250803/p72#a250803p72

facebook_organizations: Within-organization Facebook friendships (2013)
Six networks of friendships among users on Facebook who indicated employment at one of the target corporation. Companies range in size from small to large. Only edges between employees at the same company are included in a given snapshot.
This network has 165 nodes and 726 edges.
Tags: Social, Online, Unweighted

I wonder - what if companies around the US adopted and publicized a hiring policy such as the following:
We <company name> require that all employees exercise good judgement. We <company name> have concluded that prior employment with ICE is irrebuttable proof of bad judgement. As a consequence we <company name> will not hire any candidate for employment who has previously worked for, consulted with, or otherwise been associated with ICE.

"Youth bulges tend to be politically destabilizing, because a sudden increase of new worker entry into the labor force tends to depress their employment prospects and wages" [1]
- Abschlussjahr der Wendekinder 1990 6 Kita 10±2 Schule 9±3 Ausb. = 2015±5, Aufstieg dar AfD
"Elite overproduction, presence of more elites and elite aspirants than the society can provide positions for, is inherently destabilizing. […] [I]ntraelite competition drives up conspicuous c…

But that’s not the endpoint. Oh no.
In a move alarmingly close to outright chattel slavery, there is talk of ICE capturing immigrants and then •selling them back to their former employers•, presumably under much-worsened employment conditions.
https://heathercoxrichardson.substack.com/p/july-5-2025
3/

At various times Trump has invoked, and lost, both presidential immunity and Westfall immunity.
The Westfall Act says that the US is responsible for any govt employee’s tort within the scope of his/her employment.
https://skywriter.blue/pages/did:plc:v

Advancing AI Capabilities and Evolving Labor Outcomes
Jacob Dominski, Yong Suk Lee
https://arxiv.org/abs/2507.08244 https://arxiv.org…

Advancing AI Capabilities and Evolving Labor Outcomes
This study investigates the labor market consequences of AI by analyzing near real-time changes in employment status and work hours across occupations in relation to advances in AI capabilities. We construct a dynamic Occupational AI Exposure Score based on a task-level assessment using state-of-the-art AI models, including ChatGPT 4o and Anthropic Claude 3.5 Sonnet. We introduce a five-stage framework that evaluates how AI's capability to perform tasks in occupations changes as technology adva…

Wave-function microscopy: Derivation and anatomy of exact algebraic spinful wave functions and full Wigner-molecular spectra of a few highly correlated rapidly rotating ultracold fermionic atoms
Constantine Yannouleas, Uzi Landman
https://arxiv.org/abs/2506.08145

Wave-function microscopy: Derivation and anatomy of exact algebraic spinful wave functions and full Wigner-molecular spectra of a few highly correlated rapidly rotating ultracold fermionic atoms
Exploring strongly correlated spinful states of few fermionic ultracold atoms in a rapidly rotating trap, an example of which was recently realized for two fermionic $^6$Li atoms in an optical tweezer, we derive analytical (algebraic) total-spin-eigenstate wavefunctions through the development and employment of a theoretical platform that integrates exact numerical diagonalization (full configuration interaction, FCI) with symbolic language processing. For such rapid rotations, where the atoms …

I have extended thoughts on a few nuances of burnout, resilience, and employment
Before taking time off for burnout, my skip manager reminded me to read the strongly positive 360 feedback from my reports. That's both a shallow and a deep reinforcement of resilience, first and foremost by rebuilding and grounding self-confidence. Reading positive feedback provides evidence that I'm capable and effective at my job.
Beyond self-confidence, I have other needs in a workplace, …

Tenure-track Assistant Professor and Curator in #Mineralogy at Natural History Museum #Denmark #geology

211-0241/25-2N Tenure-track Assistant Professor and Curator in Mineralogy at Natural History Museum Denmark

facebook_organizations: Within-organization Facebook friendships (2013)
Six networks of friendships among users on Facebook who indicated employment at one of the target corporation. Companies range in size from small to large. Only edges between employees at the same company are included in a given snapshot.
This network has 5793 nodes and 45266 edges.
Tags: Social, Online, Unweighted

A good friend of mine has the Muppet character "Beaker" as his avatar. For reasons.
He offers me advice. I offer him advice. We chat. These are #ChatsWithBeaker

DOJ moves to claim $7.74 million tied to North Korean IT worker scheme https://therecord.media/north-korea-it-worker-scams-doj-civil-forfeiture-claim

Gender Imbalance in Physics Education and Employment in Germany: Trends and Challenges
Ruzin Aganoglu, Andrea Bossmann, Ulrike B\"ohm, Anja Metzelthin, Agnes Sandner, Iris Traulsen, Angelica Zacarias
https://arxiv.org/abs/2506.19021

Gender Imbalance in Physics Education and Employment in Germany: Trends and Challenges
Gender imbalance among German physicists persists, with fewer women in advanced degrees and research leadership roles. Although female enrollment in Physics programs increased slightly until 2022, potentially influenced by COVID-19 the long-term trend remains uncertain. Despite the rise in female Ph.D. students and foreign representation, female professors in Physics and Astronomy stagnated below 14 %, indicating significant underrepresentation. Anticipated revisions to the WissZeitVG law may i…

Trump’s appeal of EJ Carroll’s $83.3 million defamation verdict against him is set for oral argument June 24
Trump & DOJ have jointly moved to postpone
This case involves alleged defamations in 2019, when Trump was president.
At various times Trump has invoked, and lost,
both presidential immunity and "Westfall immunity".
The Westfall Act says that the US is responsible for any govt employee’s tort within the scope of his/her employment

Insights in Adaptation: Examining Self-reflection Strategies of Job Seekers with Visual Impairments in India
Akshay Nayak Kolgar, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok
https://arxiv.org/abs/2506.22741

Insights in Adaptation: Examining Self-reflection Strategies of Job Seekers with Visual Impairments in India
Significant changes in the digital employment landscape, driven by rapid technological advancements and the COVID-19 pandemic, have introduced new opportunities for blind and visually impaired (BVI) individuals in developing countries like India. However, a significant portion of the BVI population in India remains unemployed despite extensive accessibility advancements and job search interventions. Therefore, we conducted semi-structured interviews with 20 BVI persons who were either pursuing …

dbpedia_starring: DBpedia film-actor network
A bipartite network of movies and the actors that played in them, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 157184 nodes and 281396 edges.
Tags: Economic, Employment, Unweighted
https://network…

This https://arxiv.org/abs/2505.18893 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCY_…

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Conventional AI evaluation approaches concentrated within the AI stack exhibit systemic limitations for exploring, navigating and resolving the human and societal factors that play out in real world deployment such as in education, finance, healthcare, and employment sectors. AI capability evaluations can capture detail about first-order effects, such as whether immediate system outputs are accurate, or contain toxic, biased or stereotypical content, but AI's second-order effects, i.e. any long…

Why AI can't possibly make you more productive; long
Addendum: for those in tech specifically, despite what it might seem like, now is an excellent time to be organizing a union in your workplace. In the current social order, it's one of the only & best ways to have any say in the upcoming AI employment debacles, and the solidarity that the organizing process engenders is amazing.

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

Supreme Court makes it easier to claim 'reverse discrimination' in employment, in a case from Ohio (Mark Sherman/Associated Press)
https://apnews.com/article/supreme-court-discrimination-lawsuit-ohio-205f07a2d47d7a46cfc96a5fefdf9269
http://www.memeorandum.com/250605/p54#a250605p54

Paycheck processor #ADP release grim data ahead of July 4th showing over 30,000 jobs lost across private employers in #USA.
While described as " a surprise move in the wrong direction" , I'm personally very #unsurprised

How do Software Engineering Candidates Prepare for Technical Interviews?
Brian Bell, Teresa Thomas, Sang Won Lee, Chris Brown
https://arxiv.org/abs/2507.02068

How do Software Engineering Candidates Prepare for Technical Interviews?
To obtain employment, aspiring software engineers must complete technical interviews -- a hiring process which involves candidates writing code while communicating to an audience. However, the complexities of tech interviews are difficult to prepare for and seldom faced in computing curricula. To this end, we seek to understand how candidates prepare for technical interviews, investigating the effects of preparation methods and the role of education. We distributed a survey to candidates (n = 1…

Semantic-aware Digital Twin for AI-based CSI Acquisition
Jiajia Guo, Yiming Cui, Shi Jin
https://arxiv.org/abs/2506.21126 https://arx…

Semantic-aware Digital Twin for AI-based CSI Acquisition
Artificial intelligence (AI) substantially enhances channel state information (CSI) acquisition performance but is limited by its reliance on single-modality information and deployment challenges, particularly in dataset collection. This paper investigates the use of semantic-aware digital twin (DT) to enhance AI-based CSI acquisition. We first briefly introduce the motivation and recent advancements in AI-driven CSI acquisition and semantic-aware DT employment for air interfaces. Then, we thor…

dbpedia_team: DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.
This network has 935627 nodes and 1366466 edges.
Tags: Economic, Employment, Unweighted
https://netwo…

Exports, Labor Markets, and the Environment: Evidence from Brazil
Carlos G\'oes, Otavio Concei\c{c}\~ao, Gabriel Lara Ibarra, Gladys Lopez-Acevedo
https://arxiv.org/abs/2508.03855

Exports, Labor Markets, and the Environment: Evidence from Brazil
What is the environmental impact of exports? Focusing on 2000-20, this paper combines customs, administrative, and census microdata to estimate employment elasticities with respect to exports. The findings show that municipalities that faced increased exports experienced faster growth in formal employment. The elasticities were 0.25 on impact, peaked at 0.4, and remained positive and significant even 10 years after the shock, pointing to a long and protracted labor market adjustment. In the lon…

OpenAI takes down ChatGPT accounts linked to state-backed hacking, disinformation https://therecord.media/openai-takes-down-chatgpt-accounts-hacking

Accessible Data Access and Analysis by People who are Blind or Have Low Vision
Samuel Reinders, Munazza Zaib, Matthew Butler, Bongshin Lee, Ingrid Zukerman, Lizhen Qu, Kim Marriott
https://arxiv.org/abs/2506.23443

Accessible Data Access and Analysis by People who are Blind or Have Low Vision
Our work aims to develop new assistive technologies that enable blind or low vision (BLV) people to explore and analyze data readily. At present, barriers exist for BLV people to explore and analyze data, restricting access to government, health and personal data, and limiting employment opportunities. This work explores the co-design and development of an innovative system to support data access, with a focus on the use of refreshable tactile displays (RTDs) and conversational agents. The envi…

May's #employment gain of 144K revised down BY 125K; June's 147K down BY 133K.
That's BY; not TO.
#Labor numbers are often revised but this seems too much, and it fuels distrust. Hard to believe it's incompetence or some freaky coincidence.
#uspol #usa #jobs #stats

dbpedia_team: DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.
This network has 935627 nodes and 1366466 edges.
Tags: Economic, Employment, Unweighted
https://netwo…

Whatever’s going on in the employment market, it feels like there’s some kind of fever that needs to break — as bubbles bursting, as a recession, •something• — and it’s only after it does that in hindsight we’ll have some measure of clarity.

What does making money have to do with crime?: A dive into the National Crime Victimization survey
Sydney Anuyah
https://arxiv.org/abs/2506.04240 https://

What does making money have to do with crime?: A dive into the National Crime Victimization survey
In this short article, I leverage the National Crime Victimization Survey from 1992 to 2022 to examine how income, education, employment, and key demographic factors shape the type of crime victims experience (violent vs property). Using balanced classification splits and logistic regression models evaluated by F1-score, there is an isolation of the socioeconomic drivers of victimization "Group A" models and then an introduction of demographic factors such as age, gender, race, and marital stat…

Researchers at security giant CrowdStrike say they have seen hundreds of cases where
North Koreans posing as remote IT workers have infiltrated companies to generate money for the regime,
marking a sharp increase over previous years.
Per CrowdStrike’s latest threat-hunting report,
the company has identified more than 320 incidents over the past 12 months,
up by 220% from the year earlier,
in which North Koreans gained fraudulent employment at Western compa…

North Korean spies posing as remote workers have infiltrated hundreds of companies, says CrowdStrike | TechCrunch
North Korean IT workers are increasingly using generative AI to draft resumes and "deepfake" their appearances to make money for North Korea's sanctioned nuclear weapons program.

Digital Transformation and the Restructuring of Employment: Evidence from Chinese Listed Firms
Yubo Cheng
https://arxiv.org/abs/2506.23230 https://

Digital Transformation and the Restructuring of Employment: Evidence from Chinese Listed Firms
This paper examines how digital transformation reshapes employment structures within Chinese listed firms, focusing on occupational functions and task intensity. Drawing on recruitment data classified under ISCO-08 and the Chinese Standard Occupational Classification 2022, we categorize jobs into five functional groups: management, professional, technical, auxiliary, and manual. Using a task-based framework, we construct routine, abstract, and manual task intensity indices through keyword analy…

This https://arxiv.org/abs/2410.23394 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCY_…

Auditing for Bias in Ad Delivery Using Inferred Demographic Attributes
Auditing social-media algorithms has become a focus of public-interest research and policymaking to ensure their fairness across demographic groups such as race, age, and gender in consequential domains such as the presentation of employment opportunities. However, such demographic attributes are often unavailable to auditors and platforms. When demographics data is unavailable, auditors commonly infer them from other available information. In this work, we study the effects of inference error …

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

Trump orders two nuclear submarines moved near Russia
after ‘foolish and inflammatory statements’ from Medvedev – live
US president says his decision comes after the former Russian president said Trump should remember Moscow had Soviet-era nuclear strike capabilities

dbpedia_team: DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.
This network has 935627 nodes and 1366466 edges.
Tags: Economic, Employment, Unweighted
https://netwo…

Trump is ‘killing jobs and jacking up prices’, Democrats say,
as global markets fall over tariff turmoil – US politics live
Senate minority leader Jeffreys says
‘chickens are coming home to roost for Trump’
amid markets slump and meagre job growth figures
🔸Trump signs order increasing tariffs on Canadian goods
🔸Full list of new tariff rates

This https://arxiv.org/abs/2505.18893 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCY_…

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Conventional AI evaluation approaches concentrated within the AI stack exhibit systemic limitations for exploring, navigating and resolving the human and societal factors that play out in real world deployment such as in education, finance, healthcare, and employment sectors. AI capability evaluations can capture detail about first-order effects, such as whether immediate system outputs are accurate, or contain toxic, biased or stereotypical content, but AI's second-order effects, i.e. any long…

Donald Trump fired the federal government official in charge of labor statistics, hours after data revealed jobs growth stalled this summer. The US president claimed that Erika McEntarfer, had “faked” employment figures in the run-up to last year’s election, in an effort to boost Kamala Harris’s chances of victory.
Trump later claimed: “Today’s Jobs Numbers were RIGGED in order to make the Republicans, and ME, look bad.“
https://www.theguardian.com/us-news/2025/aug/01/trump-fires-erika-mcentarfer-labor-statistics?CMP=Share_iOSApp_Other

dbpedia_team: DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.
This network has 935627 nodes and 1366466 edges.
Tags: Economic, Employment, Unweighted
https://netwo…

facebook_organizations: Within-organization Facebook friendships (2013)
Six networks of friendships among users on Facebook who indicated employment at one of the target corporation. Companies range in size from small to large. Only edges between employees at the same company are included in a given snapshot.
This network has 165 nodes and 726 edges.
Tags: Social, Online, Unweighted

dbpedia_starring: DBpedia film-actor network
A bipartite network of movies and the actors that played in them, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 157184 nodes and 281396 edges.
Tags: Economic, Employment, Unweighted
https://network…

Overall #California officially tallies over 30,000 total job losses in first 4 months of year as #DJT admin economic policies took effect. Steepest #federal #employment

Bay Area hit hard by federal job cuts
The U.S. government’s quest to slash the federal workforce has jolted the job markets in California and the Bay Area.

A statistical framework for dynamic cognitive diagnosis in digital learning environments
Yawen Ma, Anastasia Ushakova, Kate Cain, Gabriel Wallin
https://arxiv.org/abs/2506.14531

A statistical framework for dynamic cognitive diagnosis in digital learning environments
Reading is foundational for educational, employment, and economic outcomes, but a persistent proportion of students globally struggle to develop adequate reading skills. Some countries promote digital tools to support reading development, alongside regular classroom instruction. Such tools generate rich log data capturing students' behaviour and performance. This study proposes a dynamic cognitive diagnostic modeling (CDM) framework based on restricted latent class models to trace students' tim…

facebook_organizations: Within-organization Facebook friendships (2013)
Six networks of friendships among users on Facebook who indicated employment at one of the target corporation. Companies range in size from small to large. Only edges between employees at the same company are included in a given snapshot.
This network has 1429 nodes and 32876 edges.
Tags: Social, Online, Unweighted

dbpedia_starring: DBpedia film-actor network
A bipartite network of movies and the actors that played in them, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 157184 nodes and 281396 edges.
Tags: Economic, Employment, Unweighted
https://network…

dbpedia_team: DBpedia athlete-team affiliations
Bipartite network of the affiliations (employment relations) between professional athletes and their teams, as extracted from Wikipedia by the DBpedia project.
This network has 935627 nodes and 1366466 edges.
Tags: Economic, Employment, Unweighted
https://netwo…

How Exposed Are UK Jobs to Generative AI? Developing and Applying a Novel Task-Based Index
Golo Henseke, Rhys Davies, Alan Felstead, Duncan Gallie, Francis Green, Ying Zhou
https://arxiv.org/abs/2507.22748

How Exposed Are UK Jobs to Generative AI? Developing and Applying a Novel Task-Based Index
We introduce the Generative AI Susceptibility Index (GAISI), a task-based measure of UK job exposure to large language models (LLMs), such as ChatGPT. GAISI is derived from probabilistic task ratings by LLMs and linked to worker-reported task data from the Skills and Employment Surveys. It reflects the share of job activities where an LLM or LLM-powered system can reduce task completion time by at least 25 per cent beyond existing productivity tools. The index demonstrates high reliability, str…

facebook_organizations: Within-organization Facebook friendships (2013)
Six networks of friendships among users on Facebook who indicated employment at one of the target corporation. Companies range in size from small to large. Only edges between employees at the same company are included in a given snapshot.
This network has 3862 nodes and 87324 edges.
Tags: Social, Online, Unweighted

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

This https://arxiv.org/abs/2505.04555 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_eco…

Who Bears the Cost? High-Frequency Evidence on Minimum Wage Effects and Amenity Pass-Through in Spot Labor Markets
This paper provides causal evidence on the short-run effects of minimum wage hikes in a spot labor market, using confidential contract-level data from Timee, a Japanese job-matching platform. Leveraging high-frequency variation and a bin-level difference-in-differences design, we find a 2 percentage point decline in employment within affected wage bins, with losses concentrated below the new threshold. Transportation reimbursement--a flexible nonwage amenity--remains largely unchanged, indicati…

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

facebook_organizations: Within-organization Facebook friendships (2013)
Six networks of friendships among users on Facebook who indicated employment at one of the target corporation. Companies range in size from small to large. Only edges between employees at the same company are included in a given snapshot.
This network has 5524 nodes and 94219 edges.
Tags: Social, Online, Unweighted

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

dbpedia_recordlabel: DBpedia artist-label affiliations
Bipartite networks of the affiliations (contractual relations) between artists and the record labels under which they have performed, as extracted from Wikipedia by the DBpedia project.
This network has 186758 nodes and 233286 edges.
Tags: Economic, Employment, Unweighted
http…

dbpedia_starring: DBpedia film-actor network
A bipartite network of movies and the actors that played in them, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 157184 nodes and 281396 edges.
Tags: Economic, Employment, Unweighted
https://network…

dbpedia_starring: DBpedia film-actor network
A bipartite network of movies and the actors that played in them, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 157184 nodes and 281396 edges.
Tags: Economic, Employment, Unweighted
https://network…

dbpedia_starring: DBpedia film-actor network
A bipartite network of movies and the actors that played in them, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 157184 nodes and 281396 edges.
Tags: Economic, Employment, Unweighted
https://network…

dbpedia_starring: DBpedia film-actor network
A bipartite network of movies and the actors that played in them, as extracted from Wikipedia by the DBpedia project. The date of this snapshot is uncertain.
This network has 157184 nodes and 281396 edges.
Tags: Economic, Employment, Unweighted
https://network…