Education · 09/02/2025

This article provides an in-depth analysis of the current situation and challenges of US employment for international students, with a focus on H1-B visa policy changes, responses from US universities and local governments, and employment opportunities for overseas returnees. Through the interpretation of data and case studies, it offers comprehensive career guidance for international students. The analysis aims to help students navigate the complexities of the US job market and make informed decisions about their career paths, whether staying in the US or returning to their home countries.

Taxation · 07/15/2025

This article presents various statistical data about the U.S. tax system, covering information on corporate taxes, personal income taxes, and charities. These data provide important insights into tax policies and their impact on life and the economy.

Taxation · 07/25/2025

This article analyzes the statistical data from the 2025 tax filing season, comparing it with 2024 and 2023, revealing trends and changes in tax submissions. By summarizing historical data, it aims to help taxpayers understand tax dynamics and improve filing efficiency.

Education · 09/02/2025

This paper explores the practices of American universities in multicultural environments from a data analysis perspective. Focusing on Michigan State University's debate program, Pennsylvania State University's research on hotel customer behavior, and Brandeis University's Peace Scholarship, it reveals how universities play a role in skill development, service improvement, and opportunity creation. The analysis provides data-driven insights into these initiatives and offers data support for future development in fostering inclusive and diverse higher education environments.

Apartment Rental · 12/14/2023

This paper explores the recovery characteristics of the U.S. residential real estate market and its impact on the macroeconomic cycle. While sales have rebounded mainly in new home transactions, overall residential investment remains sluggish. The scale of the real estate market and its significant share in household assets leads to a profound impact on economic activity through the wealth effect. A historical review reveals the crucial interplay between real estate cycles and economic cycles, prompting a detailed analysis of the current market and future outlook.

Apartment Rental · 12/14/2023

This article analyzes the significance and complexity of the US residential real estate market within the economic cycle. Despite a rebound in sales, residential investment remains sluggish, indicating structural characteristics. The article explores the interaction between real estate cycles and the macroeconomy, emphasizing the critical role of the real estate market in the economy. Finally, it looks ahead at future market trends.

Finance · 07/22/2025

The gaming industry has experienced fluctuations in the post-pandemic market, with a year-on-year decline in sales, although the console market remains strong. Analysis indicates that supply chain relief and overall recovery present new opportunities for investors. It is recommended to focus on game ETFs such as ESPO, HERO, and GAMR for effective positioning.

Finance · 07/23/2025

This article provides an in-depth analysis of the factors influencing current platinum prices, including demand from the automotive industry, political stability, and the strength of the US dollar. It aims to help readers understand market dynamics and their potential impacts on investment.

Finance · 03/13/2025

The US CPI unexpectedly fell to 2.8%, with the weakened inflation possibly prompting the Federal Reserve to cut interest rates, leading to a stock market rebound. However, the unpredictability of Trump’s policies and potential threats of economic recession keep investors wary of market uncertainties. Furthermore, the high valuation of US stocks raises concerns about long-term growth, necessitating a cautious approach.

Finance · 07/24/2025

This article outlines three essential steps for selecting worthwhile investments in the US stock market, focusing on how to create a stock watchlist, use financial ratios to filter quality stocks, and ultimately evaluate market value. Three key financial indicators discussed are Return on Equity (ROE), debt ratio, and free cash flow. The Price-to-Earnings (P/E) ratio also serves as an important metric for assessing stock price rationality, aiding investors in identifying potential investment opportunities.

Finance · 07/24/2025

The U.S. financial market consists of the money market and the capital market; the former primarily manages short-term fund flows, while the latter focuses on long-term capital allocation. The foreign exchange market, as a vital component, enhances market diversity and liquidity, offering a wide range of options for global investors.

Job Search · 07/25/2025

The article explores the impact of AI on the labor market, indicating future changes in work and the challenges faced by job seekers.

Taxation · 04/22/2025

This article discusses the importance of cooperation between the IRS, tax professionals, and taxpayers in protecting personal data security, while urging collective efforts to combat the threat of identity theft. Through effective outreach and education, taxpayers can enhance their awareness of data protection, fostering a more secure tax environment.

Education · 11/06/2024

The post-pandemic era presents significant challenges to student mental health, necessitating comprehensive and personalized support driven by data. This requires leveraging successful case studies to provide effective solutions. Addressing issues like anxiety, depression, and academic stress demands proactive measures. Data analysis can identify at-risk students and tailor interventions. A multi-faceted approach, including counseling services, peer support programs, and early warning systems, is crucial. By implementing evidence-based strategies and utilizing data-driven insights, institutions can effectively promote student well-being and academic success.

Education · 09/02/2025

This article explores the importance and methods of career planning from a data analyst's perspective. It emphasizes the combination of short-term and long-term planning, and introduces career planning theoretical models such as Super's career development stages theory, Holland's vocational interest types theory, and social cognitive career theory. Through case studies and data-driven strategies, it provides students with more feasible and forward-looking career development guidance. The article highlights the use of data analysis techniques to inform career choices and optimize career trajectories.