Finance · 07/24/2025

US retail sales data, published monthly by the Census Bureau, assesses consumer demand and significantly impacts GDP. The data includes both brick-and-mortar and online stores and is influenced by seasonal factors. Healthy figures indicate economic expansion, while declining numbers suggest contraction, earning the moniker 'horrible data.' Recently, sales have shown a continuous decline, prompting the market to closely monitor relevant indices to evaluate economic prospects.

Taxation · 07/25/2025

Data analysis from the 2014 tax season indicates an overall increase in tax filings and electronic submissions; however, the number of filings by tax professionals has declined. The trend of self-filing has strengthened, and there has been a significant rise in both the volume and amount of refunds, reflecting a shift in taxpayer choices driven by technology.

Education · 08/22/2025

NC State University's School of Data Science and Artificial Intelligence has received its first legacy gift from alumna Barb Prillaman. This donation will primarily support the school's innovative programs in AI education and enhance students' data communication skills, injecting new vitality into the school's development. The gift will help the school further its mission of training the next generation of data scientists and AI leaders and expanding the impact of data science and AI across various disciplines.

Education · 08/25/2025

Syracuse University's 2025 Orientation Week focuses on community integration, assisting new students in adapting to university life through activities like residential adjustment, academic introductions, and social interactions. Data analysis can be used to evaluate the effectiveness of these activities and inform future orientation strategies, ultimately enhancing the sense of belonging for new students. The program aims to ease the transition and foster a supportive environment for incoming freshmen, promoting a positive start to their college experience.

Finance · 05/28/2024

As a Google Cloud Premier Partner, Baidu Data focuses on cloud management services, providing comprehensive solutions including cloud consulting, data migration, and managed operations. We empower companies in industries such as finance and high-tech manufacturing to achieve digital transformation and enhance the value of their cloud applications. Our expertise helps businesses leverage the full potential of Google Cloud, streamlining their cloud journey and optimizing their cloud investments for better business outcomes.

Finance · 06/23/2025

US PMI data for June exceeded expectations, but rising cost pressures are fueling inflation concerns, potentially leading the Federal Reserve to postpone interest rate cuts. Both manufacturing and services sectors expanded, however, input costs surged, forcing businesses to raise prices. Geopolitical risks are driving up oil prices, further limiting the Fed's room for easing. Markets now anticipate the Fed might delay rate cuts until the end of the year. The economic outlook remains uncertain due to persistent inflationary pressures and external shocks.

Education · 07/24/2025

Northwestern University's latest enrollment data reveals the sources of high school students for the 2024 academic year, showing that several top private schools continue to excel in admissions, attracting numerous students.

Taxation · 07/25/2025

Data from the 2019 tax season indicates a decline in the total number of individual tax filings, with a simultaneous drop in e-filing and website traffic. Additionally, both the scale and quantity of refunds have significantly decreased. This series of changes reflects taxpayers' adaptation to new tax laws and potential shifts in economic conditions.

Taxation · 07/23/2025

According to the 2024 fiscal year US tax data report, personal income tax withholdings and payments totaled nearly $2.8 trillion, while corporate income tax collections reached approximately $565.1 billion. E-filing accounted for 82.5%, with personal e-filing at 93.3%. The IRS issued over $461.2 billion in personal tax refunds, including millions in refunds for child tax credits and earned income tax credits.

Taxation · 07/25/2025

Data from the 2022 tax filing season shows a slight decline in the number of personal income tax declarations, while the processing volume remains stable. The number of submissions by e-filing professionals has increased slightly, and there has been a small decrease in self-filers. There are significant changes in the total number and amount of refunds, with the average refund amount rising, reflecting the multiple impacts on the economy.

Taxation · 07/25/2025

This article analyzes the statistical data from the 2017 tax season, highlighting a decline in individual tax declarations and electronic filing. The changes in refund situations indicate a shift in taxpayer behavior and new trends in tax processing.

Taxation · 07/25/2025

Data from the 2023 tax season shows an increase in the number of personal income tax filings and processing capacity, with e-filing becoming more widespread. The total amount and number of refunds have significantly risen, although the average refund amount has decreased, reflecting the impact of the economic environment and tax policies.

Finance · 08/06/2025

OpenAI and Oracle are set to establish a billion-dollar AI data center in Abilene, Texas, deploying 64,000 NVIDIA chips to enhance global AI competitiveness. This initiative is part of the 'Stargate' program, with total investments projected to reach $500 billion upon full completion, aimed at building the future AI infrastructure.

Finance · 06/30/2025

This week, the US stock market reviewed Tesla's launch of its driverless taxi service, the earnings performances of Nike and Wolfspeed, and the termination of the partnership between Novo Nordisk and Hims & Hers, reflecting industry dynamics. Meanwhile, Amazon's investment plans in the UK and FedEx's earnings report indicate signs of market recovery. The upcoming employment data release will become a significant focus.

Education · 09/02/2025

The increasing use of Artificial Intelligence (AI) in areas like recruitment raises concerns about potential biases. The '2023 AI Recruitment Tool Bias Report' and research projects at Virginia Tech highlight the risk of algorithmic discrimination. Establishing transparent and accountable AI governance mechanisms is crucial to ensure fairness and well-being. Addressing these issues requires careful consideration of how AI systems are designed, implemented, and monitored to mitigate bias and promote equitable outcomes. Further research and policy development are needed to navigate the challenges posed by AI bias effectively.