Report Industry Investment Rating - The document does not mention the industry investment rating. Core Viewpoints of the Report - The Senate version of the "Big and Beautiful" bill may increase the federal budget deficit by an additional $95 billion over 10 years (from fiscal year 2025 to 2034) compared to the House version, intensifying the US fiscal balance pressure. The Trump administration will mainly rely on tariffs and cuts in government discretionary spending to balance the deficit [3][11]. - If the Trump administration significantly raises tariffs, it may face more domestic resistance and cause greater inflation uncertainty, potentially exacerbating the US government's financing difficulties. The Fed may restart interest rate cuts in October after observing the impact of tariffs on inflation from June to August [3][12]. - In July, US tariff policies will reach two critical junctures. On July 9, the tariff grace - period for most trading partners expires. A significant tariff increase may benefit gold and harm US Treasuries, while a reduction in trade friction has the opposite effect. Around the end of July, the US Federal Appellate Court will hold a hearing on a tariff ruling. If the court does not support the Trump administration, it may increase concerns about US fiscal balance and harm US Treasuries [3][14]. - From June 30 to July 5, 2025, the average wholesale price of pork increased by 0.75% week - on - week and decreased by 16.16% year - on - year. The Shandong vegetable wholesale price index increased by 2.26% week - on - week, but the year - on - year decline widened to 9.35%. The edible agricultural product price index increased by 0.20% week - on - week and decreased by 5.23% year - on - year [3]. Summary According to the Table of Contents High - Frequency Data Panoramic Scan - The Senate version of the "Big and Beautiful" bill may increase the federal budget deficit by an additional $95 billion over 10 years compared to the House version. The Trump administration will mainly rely on tariffs and cuts in government discretionary spending to balance the deficit. After the bill passes, the US fiscal balance pressure increases, and there is uncertainty about future fiscal policies [11]. - If the Trump administration significantly raises tariffs, it may face more domestic resistance and cause greater inflation uncertainty, potentially exacerbating the US government's financing difficulties. The Fed may restart interest rate cuts in October after observing the impact of tariffs on inflation from June to August [12]. - In July, US tariff policies will reach two critical junctures. On July 9, the tariff grace - period for most trading partners expires. A significant tariff increase may benefit gold and harm US Treasuries, while a reduction in trade friction has the opposite effect. Around the end of July, the US Federal Appellate Court will hold a hearing on a tariff ruling. If the court does not support the Trump administration, it may increase concerns about US fiscal balance and harm US Treasuries. The risk of the US unilaterally escalating tariffs in the short - term is relatively high [14]. - The report provides week - on - week and year - on - year data on various high - frequency indicators such as food, energy, and metals, including the average wholesale price of pork, vegetable prices, and crude oil prices [17][18]. Comparison of High - Frequency Data and Important Macroeconomic Indicators - The document shows the comparison between high - frequency data and important macro - indicators through multiple charts, and the data sources are mainly Wind and BOC Securities [22]. Key High - Frequency Indicators in the US and Europe - The report presents US and European high - frequency indicators through charts, including US weekly economic indicators, initial jobless claims, and the Chicago Fed Financial Conditions Index, and the data sources are mainly Wind, Bloomberg, and BOC Securities [77][80][81]. Seasonal Trends of High - Frequency Data - The report shows the seasonal trends of high - frequency data through charts, and the data sources are mainly Wind and BOC Securities [90]. High - Frequency Traffic Data in Beijing, Shanghai, Guangzhou, and Shenzhen - The report presents the year - on - year changes in subway passenger volume in Beijing, Shanghai, Guangzhou, and Shenzhen through charts, and the data source is Wind [141][143].

Group 1 - The Hang Seng Tech Index turned positive after previously declining over 1% [1] - The Hang Seng Index is currently down 0.23% [1] - Concepts such as cryptocurrency, real estate, and nuclear power are seeing significant gains [1] Group 2 - Dairy products, gold, and Apple concepts are experiencing declines [1]

Group 1 - The market is experiencing an upward shift in the oscillation center, characterized by "top and bottom" dynamics, with a positive outlook for effective index breakthroughs due to monthly momentum reversal and rising trading volume [2][12][13] - Profitability is still in a bottoming phase, with expectations that the profit bottom will not arrive before the end of Q3, limiting the elasticity of the current profit cycle [2][13] - Valuation support is provided by government-backed credit policies, with a focus on stable growth and market stabilization measures [2][13] Group 2 - Structural opportunities are emphasized, particularly in "Deep Sea Technology" and "Newly Listed Stocks," alongside existing themes like "Delta G Consumption" and "Self-Controlled Technology" [3][23] - "Deep Sea Technology" is positioned as a strong thematic opportunity for the second half of the year, aligning with national strategic priorities and policies aimed at enhancing marine economic development [4][24][29] - The deep sea technology industry chain is extensive, covering upstream materials, midstream manufacturing, and downstream resource utilization, indicating a comprehensive growth potential [4][32] Group 3 - Newly listed stocks have regained prominence since September 2024, with a significant upward trend observed in their performance, correlating closely with improvements in economic confidence [5][34] - The performance of newly listed stocks is highly correlated with macroeconomic indicators, suggesting that as economic expectations improve, these stocks are likely to outperform the market [5][38] - A new index, the "Open Source Newly Listed Stock Index," has been created to better track and represent the performance of newly listed stocks, expanding the criteria to include stocks listed for up to six years [5][44] Group 4 - Current investment strategy emphasizes diversification across sectors, focusing on "Delta G Consumption," "Self-Controlled Technology," "Stable Dividends," and "Gold" [6][50] - Specific sector recommendations include domestic consumption, technology growth, cost improvement sectors, and structural opportunities in exports, particularly to Europe [6][50] - The strategy aims to capture the greatest expected differences and domestic certainties while avoiding over-concentration in any single sector [6][50]

Group 1 - Musk criticized Trump's "Big and Beautiful" tax and spending bill, suggesting that if passed, it would lead to the formation of a new political party called "American Party" [4] - Trump's interview indicated that Musk's discontent stems from the bill's proposal to eliminate tax credits for electric vehicle consumers, impacting Tesla's interests [6] - A survey revealed that 49% of Americans oppose the bill, while only 29% support it, indicating significant public dissent [9] Group 2 - In June, U.S. private sector employment unexpectedly fell by 33,000, marking the first negative growth since March 2023, with the service sector experiencing its largest decline since the pandemic [13] - Following the employment data, traders increased bets on at least two rate cuts by the Federal Reserve before the end of 2025, with expectations for the upcoming non-farm payroll report [15] - UBS forecasts a modest increase of 100,000 in non-farm payrolls for June, while Citigroup predicts an increase of only 85,000, with concerns about a potential rise in the unemployment rate [15]

南方财经记者 施诗、李依农 天津、上海报道 在全球不确定性上升的背景下，中国经济在2025年上半年保持着稳中向好的发展态势，展现出不错的韧 性与动能。 瑞银全球金融市场部中国主管房东明在接受南方财经记者采访时表示，得益于去年底以来政策的有力转 向与持续发力，中国经济在第一季度延续强劲增长势头，二季度虽有分化迹象，但高频数据依然显示出 消费、投资与出口的稳健表现。 0:00 房东明还指出，中国资产从去年四季度开始已重新受到全球投资者关注，当前A股和港股估值仍处于折 价区间，不管从基本面还是全球配置的角度看，都具备"回到历史平均水平，甚至出现溢价"的可能性。 在他看来，随着政策持续发力和市场信心修复，中国资本市场有望成为国际资金多元配置下的重要增量 市场。 期待更多消费和需求领域政策出台 全球财经连线：我们现在处于年中阶段，是否可以请你回顾一下上半年中国经济的情况？ 房东明：中国经济第一季度数据还是很亮眼的。这也是在去年第四季度，特别是九月份，政策转型和刺 激的大背景下，整个经济的动能还是非常强劲。 到第二季度就有一定的分化，特别是关税带来的一些不确定因素。但我们看到比较高频的数据，五月份 总体仍相对较有韧性。不 ...

Hong Kong Market Overview - The Hang Seng Index closed at 24,072, down 0.87% for the day but up 20% year-to-date[3] - The Hang Seng China Enterprises Index fell 0.96% to 8,678, with a year-to-date increase of 19.05%[3] - The Hang Seng Tech Index decreased by 0.72% to 5,303, showing an 18.68% rise for the year[3] - In June, the Hang Seng Index, China Enterprises Index, and Tech Index rose by 3.36%, 2.92%, and 2.56% respectively[10] US Market Performance - The Dow Jones Industrial Average increased by 0.91% to 44,495, with a year-to-date gain of 4.59%[3] - The S&P 500 Index fell by 0.11% to 6,198, up 5.38% year-to-date[3] - The Nasdaq Composite dropped 0.82% to 20,203, with a year-to-date increase of 4.62%[3] - Major tech stocks showed mixed results, with Nvidia down 2.97% and Apple up 1.29%[10] Sector Trends - In the US, all sectors except Technology, Communications, and Semiconductors saw gains, with Materials up 2.59% and Healthcare up 1.42%[10] - In Hong Kong, new consumption and stablecoin concepts gained traction, while gold and precious metal stocks faced declines[10] Notable Stock Movements - Xiaomi and NetEase rose over 1%, while Meituan and Alibaba fell over 2%[10] - In the US, Tesla dropped 5.34%, while Amazon and Berkshire Hathaway saw slight increases[10] - Chinese electric vehicle manufacturers showed varied performance, with Li Auto down 1.03% and XPeng up 2.13%[11]

Core Viewpoint - On July 1, the A-share market experienced a net outflow of 12.6 billion yuan from stock ETFs, indicating a trend of profit-taking among investors [2][3]. Fund Flow Summary - The total number of stock ETFs in the market reached 1,129, with a total scale of 3.59 trillion yuan as of July 1 [4]. - On the same day, 14 stock ETFs saw net inflows exceeding 10 million yuan, with the top three being the Jia Shi Sci-Tech Chip ETF, Huatai-PB Photovoltaic ETF, and Huaxia CSI 500 ETF, each gaining over 400 million yuan [5]. - Commodity gold ETFs also saw a resurgence in net inflows, attracting 950 million yuan on the same day [6]. ETF Performance - The top stock ETFs by net inflow included: 1. Sci-Tech Chip ETF: 6.79 million yuan [7] 2. Photovoltaic ETF: 4.42 million yuan [7] 3. Huaxia CSI 500 ETF: 4.29 million yuan [7] 4. Sci-Tech 50 ETF: 3.44 million yuan [7] - Conversely, significant outflows were observed in broad-based ETFs, particularly the CSI 500 ETF, which saw a net outflow of nearly 7 billion yuan [9]. Market Outlook - The overall trend since June has shown a net outflow of nearly 20 billion yuan from stock ETFs, with the CSI 500 ETF and Sci-Tech Board ETF experiencing net inflows [9]. - Market analysts suggest that the A-share market may continue to experience a volatile consolidation phase, with attention on upcoming policy meetings and corporate earnings reports [9].

Core Insights - The global capital markets in the first half of 2025 present significant structural opportunities, with exchange-traded funds (ETFs) becoming the core tool for capital allocation due to their efficiency [1][5] - The pharmaceutical and gold-themed ETFs dominated the performance rankings, with the Huatai-PineBridge Hong Kong Innovation Drug ETF (159570) leading with a return of 58.77% [1][2] ETF Performance - All top 20 ETFs in terms of returns for the first half of 2025 were from the pharmaceutical and gold themes, with a minimum return threshold of 38% [1][2] - The top three performing ETFs were all pharmaceutical-themed: - Huatai-PineBridge Hong Kong Innovation Drug ETF (159570) at 58.77% - Silver华港股创新药ETF (159567) at 58.01% - 万家港股创新药ETF (520700) at 57.13% [2] - The gold-themed ETFs ranked 18th to 20th, with returns of 38.66%, 38.57%, and 38.26% respectively, benefiting from rising gold prices and increased risk aversion [1][2] Market Trends - The strong performance of innovation drug ETFs is attributed to breakthroughs in global biopharmaceutical technology and a favorable policy environment [1][3] - The trading volume for domestic innovative drug overseas licensing reached $40.4 billion in 2024, a 54% year-on-year increase, indicating a shift towards "global innovation" in the industry [1][3] ETF Classification - Despite the overall high performance of innovation drug ETFs, there was significant internal differentiation, with the top 17 pharmaceutical ETFs underperforming their benchmarks by an average of about 3 percentage points [3] - The gold ETFs' value is supported by multiple factors, including an 18.2% increase in COMEX gold prices and a record high of 1,136 tons in gold purchases by global central banks in 2024 [3][4] New Fund Performance - Among the top 10 ETFs that exceeded benchmark returns, half were newly established products in 2025, showcasing their ability to quickly capture market opportunities [3][4] - The 永赢港股医疗ETF (159366) achieved a 17.26% excess return, reflecting its timely entry into the market [4] Market Overview - As of mid-2025, the total scale of domestic ETFs surpassed 4.3 trillion yuan, indicating the growing strategic importance of passive investment tools in asset allocation [5]

Market Performance - On July 1, the major stock indices in Shanghai and Shenzhen opened mixed, with the Shanghai Composite Index slightly higher and the Shenzhen Component and ChiNext Index also opening with minor gains. The Shanghai Composite Index showed a fluctuating upward trend throughout the day, closing at 3457.75 points, up 0.39%, marking a new year-to-date closing high [1] - The Shenzhen Component Index closed at 10476.29 points, up 0.11%, while the ChiNext Index closed at 2147.92 points, down 0.24%. The total trading volume for the Shanghai market was approximately 553.6 billion yuan, and for the Shenzhen market, it was about 912.5 billion yuan [1] Sector Performance - The pharmaceutical sector led the gains, with significant increases in various sub-sectors such as immunotherapy, innovative drugs, recombinant proteins, generic drugs, weight loss drugs, hepatitis concepts, and hair medical treatments. Other sectors that saw notable increases included shipbuilding, industrial gases, photolithography machines, banking, and superconducting concepts [1] - Conversely, digital currency stocks experienced significant declines, along with substantial adjustments in sectors like electronic identification, cross-border payments, and Web3 concepts [1] Institutional Insights - According to institutional views, the market is expected to experience fluctuations, with a historical 60% probability of the Shanghai Composite Index rising in July. Investors are advised to focus on defensive sectors in the early part of the month and shift attention to mid-year performance reports and policy movements later on. Key sectors to watch include technology (semiconductors, AI), military industry, and high-growth areas in mid-year reports [2] - Another institution emphasized the importance of focusing on performance-driven sectors and stable assets as the earnings season approaches, with expected growth in industries such as steel, computers, and defense [2] Policy Developments - The National Healthcare Security Administration announced that a draft for the commercial insurance innovative drug directory and the medical insurance directory will be released soon. This initiative aims to streamline the application process for companies and ensure that both directories are aligned in their adjustments [4] - The State-owned Assets Supervision and Administration Commission is accelerating the development of the new energy vehicle industry, focusing on enhancing the capabilities of young talents in intelligent development and digital marketing [5]

Quantitative Models and Construction Methods 1. Factor Name: Beta Factor - **Construction Idea**: The Beta factor measures the sensitivity of a stock's returns to the overall market returns, indicating its systematic risk[29] - **Construction Process**: - Calculate the covariance between the stock's returns and the market returns - Divide this covariance by the variance of the market returns - Formula: $ \beta = \frac{\text{Cov}(R_i, R_m)}{\text{Var}(R_m)} $ where $R_i$ is the return of the stock and $R_m$ is the return of the market[29] - **Evaluation**: The Beta factor is a widely used measure of risk, indicating how much a stock's price is expected to move relative to the market[29] 2. Factor Name: Liquidity Factor - **Construction Idea**: The Liquidity factor assesses the ease with which a stock can be traded without affecting its price, reflecting the market's depth and breadth[29] - **Construction Process**: - Measure the average daily trading volume - Calculate the bid-ask spread - Combine these metrics to form a composite liquidity score - Formula: $ \text{Liquidity} = \frac{\text{Average Daily Volume}}{\text{Bid-Ask Spread}} $[29] - **Evaluation**: The Liquidity factor is crucial for understanding the trading costs and potential price impact of large trades[29] 3. Factor Name: Profitability Quality Factor - **Construction Idea**: The Profitability Quality factor evaluates the financial health and earnings quality of a company, focusing on sustainable and high-quality earnings[29] - **Construction Process**: - Analyze various financial ratios such as return on equity (ROE), return on assets (ROA), and profit margins - Combine these ratios into a composite score - Formula: $ \text{Profitability Quality} = \frac{\text{ROE} + \text{ROA} + \text{Profit Margin}}{3} $[29] - **Evaluation**: This factor helps in identifying companies with strong and sustainable earnings, which are likely to perform well in the long term[29] Factor Backtesting Results 1. Beta Factor - **IR**: 0.45[29] - **Annualized Return**: 8.5%[29] - **Volatility**: 12.3%[29] 2. Liquidity Factor - **IR**: 0.38[29] - **Annualized Return**: 7.8%[29] - **Volatility**: 11.5%[29] 3. Profitability Quality Factor - **IR**: 0.52[29] - **Annualized Return**: 9.2%[29] - **Volatility**: 10.8%[29] Additional Factors and Their Performance 1. Factor Name: Skewness Factor - **Construction Idea**: The Skewness factor measures the asymmetry of the return distribution, indicating the potential for extreme positive or negative returns[33] - **Construction Process**: - Calculate the third moment of the return distribution - Normalize by the cube of the standard deviation - Formula: $ \text{Skewness} = \frac{E[(R - \mu)^3]}{\sigma^3} $ where $R$ is the return, $\mu$ is the mean return, and $\sigma$ is the standard deviation[33] - **Evaluation**: This factor is useful for understanding the tail risks and potential for extreme outcomes in the return distribution[33] 2. Factor Name: Position Change Factor - **Construction Idea**: The Position Change factor tracks changes in the holdings of large institutional investors, indicating their sentiment and market positioning[33] - **Construction Process**: - Monitor the quarterly filings of institutional investors - Calculate the net change in positions for each stock - Formula: $ \text{Position Change} = \frac{\text{Current Quarter Holdings} - \text{Previous Quarter Holdings}}{\text{Previous Quarter Holdings}} $[33] - **Evaluation**: This factor provides insights into the buying and selling activities of major market players, which can influence stock prices[33] Factor Backtesting Results 1. Skewness Factor - **IR**: 0.42[33] - **Annualized Return**: 8.1%[33] - **Volatility**: 11.9%[33] 2. Position Change Factor - **IR**: 0.47[33] - **Annualized Return**: 8.7%[33] - **Volatility**: 11.2%[33]