Investment Rating - The report maintains a "Buy" rating for the company [3] Core Insights - The company has demonstrated steady revenue growth, with a year-on-year increase of 8.71% to 667 million yuan in Q3 2025, and a significant improvement in net profit, which rose by 52% to 49 million yuan [1] - The gross margin and net margin for the third quarter were 18.5% and 7.36%, respectively, reflecting increases of 1.86 percentage points and 2.09 percentage points year-on-year [1] - The company is actively expanding its market presence with a focus on innovation, aiming to enhance the quality of its development [1] - The domestic sales of creative products are expanding into the trendy play lifestyle sector, while the export business is optimizing its product structure to improve market share and customer satisfaction [1] Revenue and Profit Forecast - The company is expected to achieve revenues of 3.024 billion, 3.312 billion, and 3.666 billion yuan for 2025, 2026, and 2027, respectively, with year-on-year growth rates of 8.8%, 9.5%, and 10.7% [3] - The projected net profits for the same years are 180 million, 218 million, and 257 million yuan, with year-on-year growth rates of 18.2%, 21.1%, and 17.8% [3] - The estimated PE ratio for 2026 is 22.74 times based on the closing price on October 29, 2025 [3] Product Development and Market Strategy - The company has recently launched a food and play series targeting the Z generation, incorporating immersive experiences [2] - The initial product line includes a collaboration with "Detective Conan," featuring snacks with accompanying collectible items to enhance the product offering [2] - The food and play products have garnered significant attention at the 113th National Sugar and Alcohol Fair held in October [2]

Core Viewpoint - The A-share market experienced a rebound on November 3, with all three major indices turning positive and over 3,500 stocks rising, particularly in the cultural media sector, driven by favorable policies from Tencent and Douyin [1] Industry Summary - The cultural media sector saw significant gains, with stocks like 37 Interactive Entertainment, Oriental Pearl, and Jishi Media hitting the daily limit, while Wanlong Optoelectronics rose over 16% and Fushi Holdings increased by over 13% [1] - Tencent's new policy for advertising, released on October 30, allows eligible content providers in the "entertainment - micro-drama" category to receive up to a 95% revenue share, with additional incentives for authorized content on official mini-programs [1] - Douyin's short drama copyright center has launched collaboration guidelines for finished micro-drama business, expanding its platform offerings and enhancing AI-driven incentives for micro-drama production, which is expected to lower production costs and improve profitability compared to short dramas [1] Company Performance - According to a report from CITIC Securities, the entire cultural media sector is benefiting from favorable conditions, with an increase in industry prosperity due to platforms enhancing AI micro-drama incentives [1] - The third-quarter reports indicate a mixed performance across different segments of the media sector, with gaming and film companies that possess quality content showing notable growth [1] - The gaming sector has seen impressive revenue growth driven by new product launches and increased operational efforts during the summer season [1]

Market Overview - The Shanghai Composite Index closed at 3976.52 points, up 0.55%, with a trading volume of 941.7 billion yuan [1] - The Shenzhen Component Index closed at 13404.06 points, up 0.19%, with a trading volume of 1165.43 billion yuan [1] - The ChiNext Index closed at 3196.87 points, up 0.29%, with a trading volume of 540.37 billion yuan [1] - The STAR 50 Index closed at 1400.86 points, down 1.04%, with a trading volume of 77.5 billion yuan [1] - Total trading volume for both markets was 2107.12 billion yuan, a decrease of 210.66 billion yuan from the previous trading day [1] Sector Performance - Strong sectors included Media, Coal, Oil & Petrochemicals, Banking, Education, Steel, Agriculture, and Construction [3] - Active concepts included Broadcasting, Short Drama Interactive Games, Space Station, Hainan Free Trade, Film & Television, Online Games, Antibacterial Materials, AI Corpus, and Oil & Gas Services [3] - Weak sectors included Non-ferrous Metals, Home Appliances, Automotive, Insurance, and Electronics [3] Stock Performance - A total of 3435 stocks rose, while 1629 stocks fell, with 91 stocks remaining flat and 9 stocks suspended [3] - 91 stocks hit the daily limit up, while 11 stocks hit the limit down [3] Fund Flow - The net outflow of main funds from the Shanghai and Shenzhen markets was 22.145 billion yuan [6] - The ChiNext saw a net outflow of 8.026 billion yuan, while the CSI 300 experienced a net outflow of 11.021 billion yuan [6] - Seven sectors saw net inflows, with the Media sector leading at 1.233 billion yuan [6] - The Non-ferrous Metals sector had the largest net outflow at 3.992 billion yuan [6] Individual Stock Highlights - 2095 stocks experienced net inflows, with 75 stocks receiving over 1 billion yuan in net inflows [11] - Leading stocks by net inflow included Yangguang Electric with 1.051 billion yuan, followed by Sanqi Interactive Entertainment and Aerospace Science & Technology [11][12] - 3058 stocks faced net outflows, with 115 stocks seeing over 1 billion yuan in net outflows [13] - BYD had the highest net outflow at 1.142 billion yuan, followed by CATL and 360 Security Technology [14][15] Institutional Activity - Institutions had a net sell of approximately 570 million yuan, with seven stocks seeing net purchases [17] - The top net purchase was in Asia Pacific Pharmaceutical with approximately 106 million yuan [17][19] - The most sold stock by institutions was Siwei Liekong with a net sell of approximately 125 million yuan [17]

Quantitative Models and Factor Construction Quantitative Models and Construction Methods 1. Model Name: Broker Gold Stock Performance Enhancement Portfolio - **Model Construction Idea**: The model aims to optimize the selection from the broker gold stock pool to outperform the benchmark index of equity-biased hybrid funds[12][39] - **Model Construction Process**: - The model uses the broker gold stock pool as the stock selection space and constraint benchmark - It employs portfolio optimization to control deviations in individual stocks and styles from the broker gold stock pool - The industry allocation is based on the industry distribution of all public funds - The portfolio is adjusted at the closing price on the first day of each month[12][39][42] - **Model Evaluation**: The model has shown stable performance historically, consistently outperforming the equity-biased hybrid fund index annually from 2018 to 2022[12][39][42] Model Backtest Results Broker Gold Stock Performance Enhancement Portfolio - **Absolute Return (Monthly)**: -0.77% (20251009-20251031)[41] - **Excess Return Relative to Equity-biased Hybrid Fund Index (Monthly)**: 1.37% (20251009-20251031)[41] - **Absolute Return (Year-to-date)**: 35.08% (20250102-20251031)[41] - **Excess Return Relative to Equity-biased Hybrid Fund Index (Year-to-date)**: 2.61% (20250102-20251031)[41] - **Ranking in Active Equity Funds (Year-to-date)**: 40.13% percentile (412/3469)[41] Quantitative Factors and Construction Methods 1. Factor Name: Total Market Value - **Factor Construction Idea**: This factor measures the total market capitalization of a stock, which is often used to capture the size effect in stock returns[3][28] - **Factor Construction Process**: - The total market value is calculated as the product of the stock's current price and the total number of outstanding shares[3][28] - **Factor Evaluation**: The total market value factor has shown good performance in the recent month and year-to-date periods[3][28] 2. Factor Name: Single Quarter Revenue Growth Rate - **Factor Construction Idea**: This factor measures the growth rate of a company's revenue in a single quarter, indicating its short-term growth potential[3][28] - **Factor Construction Process**: - The single quarter revenue growth rate is calculated as the percentage change in revenue from the previous quarter to the current quarter[3][28] - **Factor Evaluation**: The single quarter revenue growth rate factor has shown good performance year-to-date[3][28] 3. Factor Name: Analyst Net Upward Revision - **Factor Construction Idea**: This factor measures the net number of upward revisions by analysts, reflecting positive changes in analyst sentiment[3][28] - **Factor Construction Process**: - The analyst net upward revision is calculated as the difference between the number of upward revisions and the number of downward revisions over a specific period[3][28] - **Factor Evaluation**: The analyst net upward revision factor has shown good performance year-to-date[3][28] Factor Backtest Results Total Market Value Factor - **Recent Month Performance**: Good[3][28] - **Year-to-date Performance**: Good[3][28] Single Quarter Revenue Growth Rate Factor - **Recent Month Performance**: Not specified - **Year-to-date Performance**: Good[3][28] Analyst Net Upward Revision Factor - **Recent Month Performance**: Not specified - **Year-to-date Performance**: Good[3][28]

Market Overview - The A-share market saw most major indices rise today, with the Shanghai Composite Index up by 0.55% closing at 3976.52 points, the Shenzhen Component Index up by 0.19% at 13404.06 points, and the ChiNext Index up by 0.29% at 3196.87 points. However, the Sci-Tech 50 Index fell by 1.04% to 1400.86 points. Overall, 3532 stocks rose while 1797 fell, with a total trading volume of 21071 billion yuan, a decrease of 2107 billion yuan from the previous trading day [1][11]. Industry Performance - Most of the Shenwan first-level industries experienced gains today, with the media, coal, oil and petrochemicals, steel, and banking sectors leading the way with increases of 3.13%, 2.52%, 2.28%, 1.90%, and 1.33% respectively. Conversely, the non-ferrous metals, home appliances, comprehensive, automotive, and beauty care sectors saw declines, with decreases of 1.21%, 0.66%, 0.39%, 0.36%, and 0.35% respectively [1][11]. Sector Highlights - The top-performing concept sectors today included Hainan Free Trade Port, first board, board hitting, marketing communication, online gaming, film and television, storage devices, power equipment, photovoltaic rooftops, internet celebrity economy, Toutiao, ultra-high voltage, ultra-high-definition video, satellite internet, and big data [2][12].

Group 1 - As of the end of Q3 2025, there are 40 equity fund managers with a management scale exceeding 20 billion yuan, with Zhang Kun leading at over 56.5 billion yuan [1] - The top 50 equity fund managers have a management scale ranging from approximately 20 billion yuan to over 56 billion yuan, indicating a competitive landscape in fund management [2] - The data shows a significant concentration of assets among the top fund managers, highlighting the importance of performance and reputation in attracting investments [2] Group 2 - The top holdings of well-known fund managers include major companies such as Tencent Holdings, Alibaba, and Kweichow Moutai, reflecting a focus on established market leaders [3][4][5] - Fund managers are actively adjusting their portfolios, with trends showing both increases and decreases in holdings across various sectors, particularly in pharmaceuticals and consumer goods [4][5][6] - The data indicates a trend of continuous reduction in holdings for several companies, suggesting a cautious approach by fund managers in the current market environment [5][6][7] Group 3 - The pharmaceutical sector is prominently featured in the top holdings of multiple fund managers, indicating strong interest and potential growth in this industry [4][6][7] - The consumer goods sector, particularly companies like Kweichow Moutai and Wuliangye, remains a significant focus for fund managers, reflecting ongoing consumer demand [5][10] - The technology and electronics sectors are also represented, with companies like Lixun Precision and Nidec showing up in various fund portfolios, indicating a diversification strategy [7][11][12]

（文章来源：证券时报网） Choice统计显示，11月3日，沪深两市可交易A股中，上涨个股有3435只，下跌个股有1629只，平盘个 股有91只。不含当日上市新股，共有91只个股涨停，11只个股跌停。从所属行业来看，涨停个股主要集 中在传媒、建筑装饰、机械设备、计算机、化工、医药生物等行业。 ...

Core Viewpoint - The market is experiencing a rebound, with sectors such as media, gaming, oil and gas extraction, airport shipping, and photovoltaic equipment showing strength. The A-share market is expected to enter a performance vacuum period after the third quarter reports, shifting focus towards next year's performance expectations and industry trends [1]. Group 1: Market Performance - As of 14:00, the ChiNext Index rose by 0.2%, the CSI A500 Index increased by 0.1%, while the STAR Market 50 Index fell by 1.1%, having previously dropped over 3% in the morning [1]. - The ChiNext ETF (159915) saw a net subscription of over 20 million units, and the A500 ETF by E Fund (159361) had a net subscription of 200 million units [1]. Group 2: Investment Outlook - After the third quarter reports, the A-share market will focus on performance expectations for the coming year and industry trends, supported by ample micro liquidity from recent trading volumes, financing balances, and positions in private equity and public equity funds [1]. - The CSI A500 Index consists of 500 stocks with large market capitalization and good liquidity, balancing core assets and emerging industry leaders. The ChiNext Index includes 100 stocks from the ChiNext board with high representation from strategic emerging industries like new-generation information technology and new energy [1]. - The STAR Market 50 Index is composed of 50 stocks from the STAR Market, with over 65% representation from the semiconductor industry [1]. Group 3: ETF Management Fees - The A500 ETF by E Fund (159361), ChiNext ETF (159915), and STAR Market 50 ETF (588080) track the respective indices and all implement the lowest management fee rate of 0.15% per year, providing diverse options for investors to build a balanced investment portfolio [2].

Group 1: E-commerce and Local Stocks - Hainan Free Trade Port will officially start operations on December 18 [2] - Haima Automobile's main business includes R&D, manufacturing, and sales of vehicles and powertrains, with products like Haima 7X-E, Haima 7X, and Haima 8S [2] - Xindong Holdings focuses on non-woven fabric products and has nearly 1000 acres of industrial land in Hainan [2] - Intercontinental Oil and Gas is involved in oil exploration, development, and sales, along with technical services in the oil and gas industry [2] - Hainan Development has acquired a 45% stake in Hainan Haikong Duty-Free Group and plans to apply for operating duty-free business for island residents [2] Group 2: Aerospace and Technology - The Fourth Plenary Session proposed building a strong aerospace nation [2] - Aerospace Science and Industry Group has five major business segments, including aerospace applications and industrial IoT [2] - Companies like Chongqing Aerospace and Shanghai Fuxi focus on energy needs in satellite and drone sectors [2] Group 3: Cloud Computing and Data Centers - Domestic server leader Super Fusion is preparing for an IPO [2] - Jingquanhua provides safety components for charging piles and power supply solutions for data centers [2] - Oriental Pearl plans to invest up to 500 million yuan in a fund and acquire equity in Super Fusion [2] Group 4: Semiconductor and Chip Industry - The Fourth Plenary Session emphasized accelerating high-level technological self-reliance [4] - Yingxin Development plans to acquire an 81.81% stake in Guangdong Changxing Semiconductor Technology [4] - Baidao Chemical's subsidiary plans to invest 700 million yuan in Suzhou Xinhui Semiconductor Technology [4] Group 5: Renewable Energy and Battery Technology - Domestic photovoltaic leaders are planning to collaborate on capacity storage [3] - Hongying Intelligent's subsidiary won a 4.92 billion yuan photovoltaic project [4] - Baohua plans to invest in a 3000-ton battery-grade lithium carbonate project [5] Group 6: Healthcare and Pharmaceuticals - APT Pharma has a complete pharmaceutical industry chain and reported a turnaround in net profit for the first three quarters [3] - The company has a strong position in the production of Clindamycin series and is one of the few suppliers of certain raw materials [3] - Weigao Blood Purification plans to acquire Weigao Puri, a leader in pre-filled syringe technology [5] Group 7: Natural Gas and Energy - Baichuan Energy is a leading natural gas company in the Beijing-Tianjin-Hebei region [6] - Huibo Yin has obtained qualifications from several oil and gas companies in the UAE, Kuwait, and Iraq [6] Group 8: Media and Entertainment - Huanyu Century has produced interactive dramas and has a growing presence in the media sector [7] - Jilin Cable Network operates cinemas and is expanding into AI video and visualization [7]

Report Industry Investment Rating No relevant content provided. Core Views - After the macro events such as the China-US summit and the Fed's interest rate meeting, the market's positive factors have been fully realized. However, the Fed has released a hawkish guidance, which exerts downward pressure on risk assets in Q4. The domestic economy still faces significant pressure, with the manufacturing PMI hitting a new low, indicating insufficient demand. But the incremental fiscal funds are expected to support the economy [4]. - The domestic economic data continues to be weak, especially in the consumption and real estate sectors. The high-frequency real estate sales data has declined significantly without incremental positive policies. The export orders shown by the PMI have dropped sharply, related to the end of the rush to export. The anti-involution policy is being promoted, resulting in a weak supply and demand in the real economy [4]. - The domestic liquidity is generally loose, with the government debt financing rising continuously and the marginal increase in open market money supply. The short-term liquidity is neutral, but the credit impulse in Q4 is marginally tightening. Passive ETF funds continue to be subscribed, and margin trading funds continue to flow in stably. The reduction intensity of industrial capital has slowed down. Overseas liquidity is marginally tightening under the Fed's hawkish guidance, and foreign capital has a marginal outflow tendency. The overall supply and demand of market funds are relatively optimistic, but there are also some differences, so beware of the risk of high-level style switching [4]. - After a sharp short-term rise, the valuations of various indices have reached relatively high levels in history. The stock-bond risk premiums at home and abroad are low, and the attractiveness of allocation funds is average [4]. - Currently, the broad-based index market has high valuations, especially the growth style. The risk premium indices at home and abroad have dropped to low levels, and the attractiveness of the stock market has decreased marginally. With the large market scale, the limited liquidity is difficult to drive continuous growth. After the short-term macro positive factors are fully realized, the market enters a policy vacuum period. With the marginal support of fiscal funds for the economy in Q4, the overall macro fluctuations are expected to be small. The market may maintain a high-level range-bound trend, similar to that in Q4 last year. Focus on structural opportunities. It is recommended to adopt a high-sell and low-buy strategy for stock indices in November. Consider shorting IF, IC, and IM stock indices in the high-rebound area and going long on IF and IH stock indices in the sharp-drop low area. Pay attention to the arbitrage opportunity of going long on the cyclical style and shorting the growth style [4]. Summary by Relevant Catalogs Market Review - In the past month, among global stock markets, the Nikkei 225 led the rise, while the Hang Seng Tech Index led the decline. Among domestic stock markets, the Shanghai Composite Index rose 1.85%, and the Hang Seng China Enterprises Index fell 4.05% [8][9]. - In the past month, among industries, coal led the rise, while media led the decline [12]. - In the past month, the basis rates of the four major stock index futures (IH, IF, IC, and IM) changed by 0.19%, 0.14%, -0.35%, and 0.65% respectively. The discounts of IC and IM widened, while the discounts of IF and IH narrowed slightly. The changes in the inter - period spreads of the four major stock index futures were generally small, but the long - term discounts of IC and IM widened significantly [18]. Fund Flow - In October, margin trading funds flowed in 104.93 billion yuan to reach 2.5 trillion yuan, and the proportion of margin trading balance to the circulating market value of the Shanghai and Shenzhen stock markets increased by 0.08% to 2.58%. The scale of passive stock ETF funds was 3.73373 trillion yuan, an increase of 125.81 billion yuan from the previous month. The share was 211.724 billion shares, with a subscription of 76.25 billion shares from the previous month, and a subscription of 5.89 billion shares in the latest week, with the scale increasing by 15.36 billion yuan [21]. - In October, equity financing was 49.44 billion yuan, with 6 companies. IPO financing was 12.16 billion yuan, private placement was 37.27 billion yuan, and convertible bond financing was 5.48 billion yuan. The equity financing scale decreased significantly, mainly due to the reduction in private placement. The market value of restricted - share lifting in October was 246.84 billion yuan, a decrease of 58.14 billion yuan from the previous month, mainly due to the one - week less trading time during the National Day holiday. The reduction scale in the recent week decreased marginally, with the monthly - annualized scale dropping to 211.28 billion yuan [24]. Liquidity - In October, the central bank's OMO reverse repurchase expired 5.8572 trillion yuan, with a reverse repurchase issuance of 5.2761 trillion yuan, resulting in a net money withdrawal of 58.11 billion yuan. The liquidity in the open - market business tightened. The MLF issued 900 billion yuan and expired 700 billion yuan in October, with a net issuance of 20 billion yuan. The MLF has had a net issuance for 8 consecutive months, and the overall liquidity supply is neutral to loose [26]. - In October, the DR007, R001, and SHIBOR overnight rates changed by 1.7bp, - 12.6bp, and - 5.8bp respectively to 1.46%, 1.41%, and 1.32%. The issuance rate of inter - bank certificates of deposit decreased by 8.5bp, and the CD rate issued by joint - stock banks dropped by 2.1bp to 1.64%. The capital supply tended to be loose, and the debt financing demand was strong. The capital price generally fluctuated at a low level [32]. - In October, the yield of the 10 - year Treasury bond changed by - 8.1bp, the 5 - year Treasury bond yield changed by - 5.6bp, and the 2 - year Treasury bond yield changed by - 10.9bp. The 10 - year CDB bond yield changed by - 11.1bp, the 5 - year CDB bond yield changed by - 7.3bp, and the 2 - year CDB bond yield changed by - 6.8bp. Overall, the yield term structure steepened slightly in October, and both long - and short - term interest rates decreased significantly, mainly due to the weak economic data and the decline in financing demand. The credit spread between Treasury bonds and CDB bonds narrowed significantly at the long end, indicating a cooling of the broad - credit expectation [36]. - As of October 31, the 10 - year US Treasury bond rate changed by - 5.0bp to 4.11%, the inflation expectation changed by - 6.0bp to 2.30%, and the real interest rate changed by 1.00bp to 1.81%. The risk asset prices were first boosted and then suppressed by the financial conditions. The 10 - 2Y spread of US Treasury bonds changed by - 5.00bp to 51.00bp. The inversion of the China - US interest rate spread widened slightly by 1.12bp to - 231.42bp, and the offshore RMB appreciated by 0.11%. The US dollar against the RMB fluctuated at a level below the mid - point of the three - year range [39]. Macroeconomic Fundamentals - As of October 30, the weekly trading area of commercial housing in 30 large - and medium - sized cities was 2.074 million square meters, a slight decrease from the previous week's 2.101 million square meters, returning to a relatively low level in the same period. Compared with the same period in 2019 before the pandemic, it decreased by 45.4%. The second - hand housing sales decreased seasonally and significantly from the previous month, returning to a relatively low level in the past seven years. The real estate market sales showed a weak performance overall, with the sales center oscillating at a low level, and there were signs of marginal acceleration of weakening in the short term [43]. - As of October 31, the weekly average daily subway passenger volume in 28 large - and medium - sized cities in China remained at a high level, reaching 83.8 million person - times, a year - on - year increase of 3.1% and a 32% increase compared with the same period in 2021. The economic activity in the service industry heated up marginally. The traffic congestion delay index in 100 cities rebounded from the previous week, remaining at a neutral level in the past three years. Overall, the economic activity in the service industry tended to a natural and stable growth level, with insignificant monthly changes [46]. - In October, the overall capacity utilization rate of the manufacturing industry decreased. The capacity utilization rate of steel mills changed by - 2.25%, the asphalt capacity utilization rate changed by - 8.6%, the cement clinker enterprise capacity utilization rate changed by 5%, the coking enterprise capacity utilization rate changed by - 1.99%, and the average operating rate of the chemical industry chain related to external demand changed by - 0.5% from the previous month. On the one hand, the implementation of the anti - involution policy led to a decrease in capacity utilization; on the other hand, the weakening of domestic and foreign demand in the manufacturing industry led to a reduction in enterprise operating rates [50]. - In terms of exports, after the tariff policies of the US on major countries have been finalized and the China - US summit postponed the tariff policy exemption for one year, the risk of a full - scale escalation of trade frictions has dropped sharply. After the previous export impulse effect, there is a risk of a pulse decline in Q4. China's manufacturing export competitiveness is strong, and after the decline in trade friction risks, it is expected to maintain its potential growth rate for a long time, supporting the economic center [58]. - In September, the US CPI inflation continued to rebound, while the core CPI inflation unexpectedly decreased, with a month - on - month decline of 0.1% to 3%. In terms of structure, energy prices contributed the main increase, the growth of food and beverages related to commodity inflation did not expand, and the housing and medical sub - items related to core inflation declined significantly, especially the housing sub - item, which decreased by 0.2% in a single month, indicating that the policy of expelling illegal immigrants began to affect core inflation again. Assuming that the month - on - month growth rate in October remains at 0.3% and drops to 0.2% from November to December, the annualized month - on - month rate at the end of the year will drop to 2.84%, and the Fed has limited room for further interest rate cuts this year [59]. - The Fed cut interest rates by 25 basis points in October as expected by the market, but Powell released a hawkish guidance in the press conference, expressing concerns about the lag effect of tariffs on inflation and stating that the overall economic pressure was not large, and the preventive interest rate cuts were expected to end. The financial market significantly revised the overly optimistic market expectation of the Fed's interest rate cuts. According to the CME's FedWatch tool, the probability of another interest rate cut in December 2025 dropped significantly to 63%, and the market will maintain a wait - and - see attitude until next April. The expected terminal interest rate for this year's interest rate cuts is between 3.5% - 3.75% [63]. Other Analyses - In the past month, the stock - bond risk premium was 2.56%, a decrease of 0.04% from the previous month, at the 44.1% quantile. The foreign - capital risk premium index was 3.39%, a decrease of 0.1% from the previous month, at the 16.7% quantile. The attractiveness of foreign capital was at a relatively low level [66]. - The valuations of the Shanghai 50, CSI 300, CSI 500, and CSI 1000 indices were at the 86.4%, 86.6%, 95.7%, and 85.3% quantiles respectively in the past five years, with relatively high valuation levels. The quantiles changed by 0.3%, - 1.6%, - 4%, and - 0.3% respectively from the previous month, and the attractiveness of the CSI 300 and CSI 500 indices increased marginally [70]. - According to the seasonal pattern analysis, the stock market in November is in a period of seasonal oscillation and structural differentiation. In terms of style, the growth style takes the lead first, followed by the cyclical style, with an overall high - level oscillation. The profit - making effect of the stock market in November is generally poor, and the style switches frequently. Considering the high valuation of the current growth style, the weak real - economy situation, and the full realization of positive factors, it is prone to high - level adjustments. Since the IF, IH, and IC are highly related to AI technology, all styles have adjustment risks. It is recommended to pay attention to the opportunity of the cyclical style's supplementary increase and the switch from the growth style to AI applications. Go long on IF and IH in case of a sharp drop, and conduct high - sell and low - buy operations on IC and IM [74].