周度报告—工业硅/多晶硅 工业硅弱势不改，多晶硅即将进入首次交割 | [T走ab势le_评R级an：k] | 工业硅：震荡/多晶硅：震荡 | | | | | | | --- | --- | --- | --- | --- | --- | --- | | 报告日期： | 2025 | 年 | 5 | 月 | 25 | 日 | [★Ta工bl业e_硅Summary] 价格持续下跌后，部分小厂计划进一步减产，但西南进入平水 期后整体开炉趋势增加，新疆大厂亦在复工复产，供给端压力 继续增加。需求端仍无明显起色，虽然有机硅较多厂已处于满 负荷生产状态，但多晶硅复产不及预期，铝合金方面维持刚需 采购。多晶硅厂家近期对工业硅粉单的采购价格在 9300-9500 元/吨。后续工业硅现货价格缺乏反弹动力。 ★多晶硅 有 色 金 属 多晶硅现货价格小跌，市场消息混杂，小作文传言诸多低价成 交订单，建议对其为致密料/混包料、新货/老库存、大客户折 前价格/折后价格进行辨析。5 月多晶硅排产约 9.3 万吨，6 月 初步排产 9.1 万吨。但周五盘后市场传言某二三线硅料厂二期 产能有复产计划，根据后续进展我们将对平衡表再进行调整。 ...

Report Industry Investment Rating - The rating for lithium carbonate is "Oscillating" [5] Core Viewpoints of the Report - The dominant logic of the current market is the downward spiral of salt and ore prices and cost reduction at the resource end. The significant month - on - month increase in lithium element imports in April exacerbated market pessimism. However, the short - term downward space for ore prices is limited, and salt factory maintenance may provide short - term price support. The long - term bearish pattern remains unchanged, but short - term decline is restricted, and previous short positions can consider partial profit - taking or contract switching [3][14][15] Summary by Directory 1. 4 月锂元素进口环比大增，盘面再创新低 - Last week (05/19 - 05/23), lithium salt prices continued to be weak. LC2506 and LC2507 closing prices decreased by 1.5% and 1.4% respectively. SMM battery - grade and industrial - grade lithium carbonate spot average prices dropped by 2.2%. SMM battery - grade lithium hydroxide average prices for coarse - grained and micronized types decreased by 1.5% and 1.4% respectively. The electric - industrial price difference slightly narrowed, and the premium of battery - grade lithium hydroxide over battery - grade lithium carbonate continued to widen. In April, China imported 2.83 million tons of lithium carbonate (month - on - month increase of 56%, year - on - year increase of 18%) and 623,000 tons of spodumene ore (equivalent to 535,000 tons, month - on - month increase of 20%, year - on - year increase of 10%), and the domestic lithium ore inventory at the end of April increased to 3.7 months [2][12][13] 2. Week - on - Week Industry News Review - Kodal expects to soon obtain an export license for 27,000 tons of lithium concentrate from its Bougouni project in Mali. In April, China imported 623,000 tons of spodumene, a 16.5% month - on - month increase. Argentina approved a $2.5 billion lithium mine project by Rio Tinto. Zimbabwean lithium exporters seek to postpone the export tax until 2027. The EU postponed two matters of the Battery Act, giving Chinese lithium - battery enterprises a buffer for exports to Europe [16][17][19] 3. Key High - Frequency Data Monitoring of the Industry Chain 3.1 Resource End: Spot Quotes of Lithium Concentrate Continue to Decline - The spot quotes of lithium concentrate are continuously dropping [19] 3.2 Lithium Salt: The Main Contract is Weakly Running - The main contracts of lithium salt are running weakly [23] 3.3 Downstream Intermediates: Quotes Decline - The quotes of downstream intermediates are falling [37] 3.4 Terminal: China's New Energy Vehicle Penetration Rate Rebounded in April - China's new energy vehicle penetration rate rebounded in April [43]

Report Industry Investment Rating - The rating for stock index futures is "oscillation" [4] Core Viewpoints - The over - valuation risk of micro - and small - cap stocks has not dissipated. The valuation bubble of micro - and small - cap stocks and North - Securities 50 component stocks has fermented, and the high - level stocks still face risks. The transition from the "China narrative" - driven valuation boost to corporate profit repair has a long way to go [2][10] Summary by Directory 1. One - Week Views and Macro Key Event Overview - **Next - Week View**: The over - valuation risk of micro - and small - cap stocks persists. The valuation bubble of relevant stocks has caught market attention. The problem lies in both trading congestion and the significant valuation inflation caused by continuous capital speculation since last year. High - valuation entry offers low potential returns, and the fragile A - share market structure is also a concern [2][10] - **This - Week Key Events**: Multiple significant events occurred from May 19th to May 23rd, including the President's instruction on the "15th Five - Year Plan" preparation, China's economic data in April, the decline of LPR, the reduction of deposit interest rates by six major banks, the completion of the China - ASEAN Free Trade Area 3.0 negotiation, and various policy announcements [11][15][18][19] 2. One - Week Market Quotes Overview - **Global Stock Market Weekly Overview**: From May 19th to May 23rd, global stock markets denominated in US dollars declined. The MSCI Global Index fell 1.42%. South Africa's stock index led with a 2.36% increase, while the US stock market performed worst with a 2.62% decline [1][26] - **Chinese Stock Market Weekly Overview**: In the same period, among Chinese equity assets, Hong Kong stocks > A - shares > Chinese concept stocks. The average daily trading volume of A - shares in Shanghai, Shenzhen, and Beijing decreased by 929 billion yuan compared with last week. Only the Shenzhen 50 and micro - cap stock indices slightly rose, while the North - Securities 50 index dropped 3.68% [28] - **Weekly Overview of GICS Primary Industries in Chinese and Foreign Stock Markets**: Most global GICS primary industries declined this week. The leading industry was consumer staples (+0.65%), and the underperforming one was information technology (-3.06%). In the Chinese market, healthcare (+1.75%) led, and the information technology industry fell (-2.44%) [32] - **Weekly Overview of China A - Share CITIC Primary Industries**: This week, 9 out of the A - share CITIC primary industries rose (21 last week), and 21 declined (9 last week). The leading industry was the comprehensive sector (+1.93%), and the sector with the largest decline was comprehensive finance (-4.79%) [34] - **Weekly Overview of China A - Share Styles**: The large - cap value style was dominant this week [38] - **Overview of Stock Index Futures Basis**: The report provides the basis data of IH, IF, IC, and IM in the past 6 months [44][48] 3. Index Valuation and Earnings Forecast Overview - **Broad - Based Index Valuation**: The report presents the PE, PB, and their eight - year percentile, as well as the changes since the beginning of the year for multiple broad - based indices, such as the Shanghai Composite 50, CSI 100, etc [49] - **Primary Industry Valuation**: It shows the PE, PB, and related data of various primary industries, including petroleum and petrochemicals, coal, etc [50] - **Broad - Based Index Equity Risk Premium**: The ERP of the Shanghai - Shenzhen 300, CSI 500, and CSI 1000 slightly decreased this week [51][53][56] - **Consensus Earnings Growth Rate of Broad - Based Indices**: The expected earnings growth rates of the Shanghai - Shenzhen 300, CSI 500, and CSI 1000 in 2025 were adjusted downwards, while those in 2026 were adjusted upwards [57] 4. Liquidity and Fund Flow Tracking - **Interest Rates and Exchange Rates**: This week, the 10 - year Treasury yield rose, the 1 - year yield fell, and the spread widened. The US dollar index was 99, and the offshore RMB exchange rate was 7.17 [68] - **Trading - Type Fund Tracking**: The average daily north - bound trading volume decreased by 18.5 billion yuan compared with last week, and the margin trading balance increased by 2 billion yuan [67] - **Fund Inflow Tracking through ETFs**: The shares of ETFs tracking the Shanghai - Shenzhen 300, CSI 500, CSI 1000, and CSI A500 decreased by 900 million, 200 million, 500 million, and 4.1 billion respectively this week [73][76] 5. Domestic Macro High - Frequency Data Tracking - **Supply - Side**: The blast furnace operating rate decreased [78] - **Consumption - Side**: The number of second - hand housing listings decreased, and international oil prices slightly recovered [88] - **Inflation Observation**: Agricultural product prices reached a new low this year [99]

1. Report Industry Investment Rating - The rating for treasury bonds is "oscillation" [5] 2. Core View of the Report - The bond market lacks the power to break the situation and will maintain a narrow - range oscillation. The fundamentals are favorable for the bond market in the long - term, but there is no basis for significant rises or falls in the short - term. The treasury bond futures will continue to oscillate narrowly. [2] - Strategies include being long - term bullish on the bond market but buying on dips in the short - term; steepening the curve in the long - term with a bumpy process; and the opportunity for futures cash - and - carry arbitrage is decreasing, and attention can be paid to the strategy of the basis returning to 0. [2] 3. Summary by Relevant Catalogs 3.1 One - Week Review and Outlook - **This Week's Trend Review**: From May 19th to May 25th, treasury bond futures oscillated narrowly. Due to factors such as the balance of funds, economic data, and deposit rate adjustments, the yield curve showed different changes each day. As of May 23rd, the settlement prices of the 09 contracts of 2 - year, 5 - year, 10 - year, and 30 - year treasury bond futures increased by 0.034, 0.150, 0.225, and 0.380 yuan respectively compared to last weekend. [13] - **Next Week's Outlook**: The news will be relatively calm. The market will focus on the changes in the capital side and market sentiment. The capital side is expected to be generally balanced. The market may bet on events such as the central bank restarting secondary - market treasury bond trading and the weakening of the May manufacturing PMI, but these trades are expected to be short - term. Treasury bond futures will maintain a narrow - range oscillation. [2] 3.2 Weekly Observation of Interest - Rate Bonds - **Primary Market**: This week, 92 interest - rate bonds were issued, with a total issuance of 968.322 billion yuan and a net financing of 548.079 billion yuan. The net financing of treasury bonds decreased, the net financing of local government bonds decreased slightly, and the net financing of inter - bank certificates of deposit increased slightly. [21] - **Secondary Market**: Treasury bond yields showed a divergent trend. As of May 23rd, the yields of 2 - year, 5 - year, 10 - year, and 30 - year treasury bonds changed by - 0.69, - 2.26, + 3.67, and + 0.45 basis points respectively compared to last weekend. The spreads of 10Y - 1Y and 10Y - 5Y widened, while the spread of 30Y - 10Y narrowed. [26] 3.3 Treasury Bond Futures - **Price, Trading Volume, and Open Interest**: Treasury bond futures oscillated narrowly. As of May 23rd, the settlement prices of the 09 contracts of 2 - year, 5 - year, 10 - year, and 30 - year treasury bond futures increased compared to last weekend. The trading volumes and open interests of each variety changed to different extents this week. [34][38] - **Basis and IRR**: The opportunity for cash - and - carry arbitrage strategy has significantly decreased. The basis of each variety has started to rise, and the willingness of long - position participants has declined. In the future, the cash - and - carry arbitrage strategy opportunity will gradually disappear, and the basis will return to a relatively normal level. [42] - **Inter - Delivery and Inter - Variety Spreads**: As of May 23rd, the inter - delivery spreads of the 2506 - 2509 contracts of 2 - year, 5 - year, 10 - year, and 30 - year treasury bond futures decreased compared to last weekend. [45] 3.4 Weekly Observation of the Capital Side - The central bank's open - market full - caliber net investment was 1.2 trillion yuan this week. As of May 23rd, R007, DR007, SHIBOR overnight, and SHIBOR 1 - week changed by + 0.15, - 5.14, - 8.90, and + 0.70 basis points respectively compared to last weekend. The average daily trading volume of inter - bank pledged repurchase decreased, and the overnight proportion was lower than last week. [52][54][56] 3.5 Weekly Overseas Observation - The US dollar index weakened slightly, and the 10Y US Treasury yield increased slightly. As of May 23rd, the US dollar index fell 1.84% to 99.1231 compared to last weekend, the 10Y US Treasury yield rose 8 basis points to 4.51%, and the 10Y China - US Treasury yield spread was inverted by 279.2 basis points. [61] 3.6 Weekly Observation of High - Frequency Inflation Data - This week, industrial product prices all declined. As of May 23rd, the South China Industrial Product Index, Metal Index, and Energy and Chemical Index decreased compared to last weekend. Agricultural product prices showed a mixed trend, with the prices of pork, 28 key vegetables, and 7 key fruits changing slightly compared to last weekend. [66] 3.7 Investment Suggestions - It is recommended to buy on dips. [67]

1. Report Industry Investment Ratings No relevant content provided. 2. Core Views of the Report - Gold prices fell below $3300 due to factors such as the easing of geopolitical tensions, the alleviation of panic in the US and Japanese bond markets, and better - than - expected US economic data. Short - term market volatility is high, and there is a risk of correction, but the long - term view is bullish [1][13]. - For treasury bond futures, in the short - term, there is no prominent contradiction, and they are in a narrow - range oscillation. In the medium - to - long - term, the yield curve is expected to steepen, but now may not be the best time to directly implement this strategy. It is advisable to go long in the medium - term but choose the right time [2][15]. - The US dollar index may rebound in the short - term as US business confidence improved in May, but caution is still needed as the US economic trend remains unchanged [20]. - US stock index futures are expected to oscillate weakly in the short - term due to concerns about the US government's debt sustainability and the pressure from long - term interest rates [27]. - For various commodities, different trends are expected. For example, steel prices are expected to oscillate in the short - term; corn prices are expected to rise; copper prices are expected to oscillate weakly in the short - term; etc. [4][43][49] 3. Summary by Relevant Catalogs 3.1 Financial News and Comments 3.1.1 Macro Strategy (Gold) - Japan's core CPI in April rose 3.5% year - on - year, and the national CPI rose 3.6% year - on - year. The US 5 - month manufacturing and service PMI rebounded more than expected. Gold prices fell below $3300 due to multiple factors. Short - term attention should be paid to the risk of correction, while the long - term view is bullish [12][13]. 3.1.2 Macro Strategy (Treasury Bond Futures) - The central bank will conduct a 500 billion yuan MLF operation and a 154.5 billion yuan 7 - day reverse repurchase operation. In the short - term, treasury bond futures are in a narrow - range oscillation. In the medium - to - long - term, the yield curve is expected to steepen, but now may not be the best time to go long [14][15]. 3.1.3 Macro Strategy (Foreign Exchange Futures - US Dollar Index) - US business confidence improved in May, and the Fed may cut interest rates in the second half of 2025 if tariffs stabilize. The US dollar index may rebound in the short - term [18][20]. 3.1.4 Macro Strategy (Stock Index Futures) - As of the end of March, loans to high - tech SMEs have grown at a rate of over 20% for three consecutive years. The North - Star 50 index's decline may signal a return to value for high - dividend and blue - chip assets. It is recommended to allocate assets evenly [22][24]. 3.1.5 Macro Strategy (US Stock Index Futures) - The US 5 - month service and manufacturing PMI were better than expected. If tariffs decline, the Fed may cut interest rates in the second half of 2025. US stock index futures are expected to oscillate weakly in the short - term due to concerns about the US government's debt [26][27]. 3.2 Commodity News and Comments 3.2.1 Agricultural Products (Soybean Meal) - US soybean exports were in line with expectations. Rain may slow down the sowing progress but benefit the sown soybeans. The price of domestic imported soybeans remained stable, and the spot price of soybean meal was stable with a slight increase. Short - term prices are expected to oscillate [28][30]. 3.2.2 Agricultural Products (Cotton) - Domestic cotton yarn prices rose, but demand followed up slowly. China's textile and clothing exports in April increased year - on - year. Cotton commercial inventory decreased rapidly, and there may be a supply shortage in the later stage. It is recommended to be cautiously optimistic about Zhengzhou cotton futures and pay attention to inventory and trade negotiations [31][34]. 3.2.3 Black Metals (Rebar/Hot - Rolled Coil) - Colombia imposed anti - dumping measures on Chinese welded pipes. Global crude steel production in April decreased year - on - year. The inventory of five major steel products decreased, but the decline rate slowed down. Steel prices are expected to oscillate in the short - term. It is recommended to hold a light - position and wait and use a hedging strategy for spot [36][38]. 3.2.4 Agricultural Products (Corn Starch) - The starch production rate decreased, and inventory changed little. The starch sugar production rate increased. It is expected that the CS07 - C07 spread will remain in a low - level oscillation [40][41]. 3.2.5 Agricultural Products (Corn) - Heavy rain warnings were issued in some areas. North port corn inventory decreased significantly. Some hedging positions left the market, and the supply in the spot market is expected to increase. Corn prices are expected to rise [42][43]. 3.2.6 Agricultural Products (Pigs) - Wens Co., Ltd. will continue its share - repurchase plan. The pig futures market is mainly trading based on long - term production capacity and short - term de - stocking speed. It is recommended to take profit on short positions [44][45]. 3.2.7 Non - Ferrous Metals (Copper) - Peru plans to set up a mining fund, and a new copper - gold porphyry system was discovered in Argentina. China's copper industry index decreased slightly. Copper prices are expected to oscillate weakly in the short - term, and it is recommended to conduct band trading [46][48]. 3.2.8 Non - Ferrous Metals (Lead) - The LME lead spread was at a discount, and domestic lead inventory decreased. The price of scrap batteries decreased, and the lead market is in a situation of weak supply and demand. It is recommended to wait and look for low - buying opportunities in the medium - term [51][52]. 3.2.9 Non - Ferrous Metals (Zinc) - Domestic zinc inventory decreased, and the LME zinc spread was at a discount. Zinc prices are expected to oscillate, and the medium - term view is to go short on rallies. It is recommended to pay attention to positive - spread arbitrage opportunities [53][55]. 3.2.10 Non - Ferrous Metals (Polysilicon) - China's new photovoltaic and wind power installations increased in April. The average spot price of polysilicon decreased. It is recommended to focus on positive - spread arbitrage opportunities [56][58]. 3.2.11 Non - Ferrous Metals (Industrial Silicon) - A new industrial silicon project is about to be put into operation. The price of industrial silicon is expected to remain weak. It is not recommended to go long on the left side, and short positions can be held [59][60]. 3.2.12 Non - Ferrous Metals (Nickel) - In March 2025, the global refined nickel supply was in surplus. The price of nickel ore was stable, and the price of high - nickel iron was active. It is expected that the main operating range of Shanghai nickel futures will be between 122,000 - 128,000 yuan/ton. Short - term band trading and medium - term long - buying opportunities can be considered [61][62]. 3.2.13 Non - Ferrous Metals (Lithium Carbonate) - Zimbabwean lithium exporters are seeking to postpone the export tax. The supply of lithium carbonate is in surplus, and the cost support is weakening. The market is expected to remain unstable until the spot and downstream orders improve [63][65]. 3.2.14 Energy and Chemicals (Liquefied Petroleum Gas) - China's LPG production increased week - on - week, and port inventory decreased. The domestic LPG price is expected to continue to oscillate weakly [66][68]. 3.2.15 Energy and Chemicals (Carbon Emissions) - The CEA price is oscillating in a narrow range. In 2025, the overall supply - demand relationship of carbon emission allowances is relatively loose, and the price is likely to be under pressure [69][70]. 3.2.16 Energy and Chemicals (Natural Gas) - US natural gas inventory increased week - on - week. European natural gas inventory is rising rapidly. The price of US natural gas is expected to oscillate upwards [71][73]. 3.2.17 Energy and Chemicals (Caustic Soda) - The price of liquid caustic soda in Shandong rose steadily. The supply of caustic soda is sufficient, and the demand is stable. The impact of alumina price increase on caustic soda is indirect, and it is difficult to drive a significant increase in the caustic soda market [75][76]. 3.2.18 Energy and Chemicals (Pulp) - The spot price of imported wood pulp decreased slightly. The pulp market is expected to oscillate [77][78]. 3.2.19 Energy and Chemicals (PVC) - The spot price of PVC powder decreased slightly. The PVC market is expected to oscillate [79]. 3.2.20 Energy and Chemicals (Urea) - The urea production rate increased week - on - week. The urea market is in a weak state. Urea prices are expected to oscillate, and the 9/1 spread is expected to remain high [80][82]. 3.2.21 Energy and Chemicals (Bottle Chips) - The export price of bottle chips decreased slightly. The processing fee of bottle chips is expected to fluctuate at a low level following the cost [83][85]. 3.2.22 Energy and Chemicals (Soda Ash) - The inventory of soda ash decreased slightly. The soda ash market is stable with slight oscillations. In the short - term, plant maintenance may support the price, while in the medium - term, it is advisable to go short on rallies [86]. 3.2.23 Energy and Chemicals (Float Glass) - The price of float glass in Hubei remained unchanged. The glass futures price is weak, and it is expected to remain in a low - level range. Attention should be paid to real - estate policy changes [87][88]. 3.2.24 Shipping Index (Container Freight Rates) - Maersk adjusted its shipping route. The container freight rate on the European line rebounded. The short - term view is that the market will oscillate, and it is recommended to look for low - buying opportunities on pullbacks [89].

热点报告——动力煤 新能源替代提前到来，煤价跌势加速 | [走Ta势bl评e_级Ra：nk] | | --- | | 报告日期： | ★连续 2 年熊市后，动力煤价格 25 年以来再跌 20% 2025 年以来，尽管已然经历 2 年熊市，伴随火电需求增速转 负，煤炭跌势再一次打开。截止 5 月中旬，港口 5500K 煤炭报 价累计下跌 150 元/吨至 620 元/吨，累计跌幅近 20%。基本面供 需失衡剧烈。2025 年 1-4 月份统计局数据，煤炭有效供应增速 （国产+进口）累计增长 6%，火电和非电需求累计下滑 2%。 黑 ★量变到质变，新能源对火电结构性替代提前到来 色 金 新能源对传统火电能源替代加速到来，并逐步由量变转为质 变，导致 2025 年以来火电需求持续负增长。需求持续负增长加 速煤炭短期供需过剩级别，煤价跌势提前打开。 属 电力结构数据显示，2023 年、2024 年年末，新能源发电占比分 别为 17%和 19%；2025 年 4 月末，新能源发电量占比已经跳增 至 25%，风电光伏装机量占比达到 43%。叠加 5 月末结束的光 伏抢装潮，市场对此轮夏季火电增速也保持谨慎态度。 ★进口煤 ...

Report Industry Investment Rating - The rating for the stock index is "oscillating" [5] Core Viewpoints of the Report - In April 2025, China's economic data was generally lackluster, with a sharp contrast between high export growth and weak domestic demand. The "fatigue period" of domestic policy efforts may be emerging, and the growth rate in policy - supported areas is also declining. New - quality productivity sectors maintain growth resilience, corresponding to a relatively high risk appetite for the BeiZheng 50 Index and small - cap indexes in the stock market. However, the macro - picture of the pro - cyclical sector's failure to gain momentum, low inflation, and weak consumer confidence restricts the stock index. The corporate profit growth rate in 2025 may only be around 3%. The stock market's rise in the first five months of this year relied more on valuation expansion, but the current high valuation level makes it difficult to support continued expansion. In the long - term, the stock index still has room, but in the short - to - medium term, there is a need to be vigilant about the pressure of valuation correction [2][31] Summary According to Relevant Catalogs 1. Economic Data Interpretation in April 2025 - **Overall Economic Situation**: As the first month after the escalation of the tariff war, China's economic indicators weakened year - on - year. Except for industrial growth, all were below market expectations, indicating emerging domestic economic pressure after the rapid recovery in the first quarter. In April, the seasonally - adjusted month - on - month growth rates of industrial growth, social retail, and fixed - asset investment were at historically low seasonal levels. After deducting price factors, the supply side outperformed the demand side in the cumulative data for the first four months [1][9] - **Supply Side**: Both industrial and service sectors showed a slowdown in year - on - year growth, but new - quality productivity became a stable growth source. In the industrial supply, the high - tech industry showed strong resilience to external shocks such as the tariff war, with a relatively high overall growth rate and a small decline. The mining and public utility sectors related to domestic demand declined significantly due to weak demand. In the service supply, new business forms such as information technology services maintained resilience, while traditional industries such as wholesale and retail contracted [11][12] - **Consumption**: The growth of social retail in April fell short of expectations. In terms of categories, there may be a phenomenon of low - price competition in the catering industry. In commodity retail, gold and silver jewelry, cultural and office products, and cosmetics showed high growth, while the growth of cars and communication products in traditional subsidy areas slowed down [3][18] - **Investment**: In May, the growth rate of fixed - asset investment declined. Among them, the growth rates of manufacturing and infrastructure investment decreased from high levels, and the decline in real estate investment widened. In the real estate sector, both investment and sales weakened, and the housing price situation was not optimistic. The continuous decline in housing prices deepened the impact on residents' asset - liability behavior and weakened domestic consumption - promotion policies [23][26] 2. Investment Suggestions - The economic data in April was lackluster, with a contrast between high export growth and weak domestic demand. The "fatigue period" of domestic policy efforts may be emerging. New - quality productivity sectors maintain growth resilience, corresponding to a relatively high risk appetite for the BeiZheng 50 Index and small - cap indexes in the stock market. However, the pro - cyclical sector's failure to gain momentum, low inflation, and weak consumer confidence restrict the stock index. The corporate profit growth rate in 2025 may only be around 3%. The stock market's rise in the first five months of this year relied more on valuation expansion, but the current high valuation level makes it difficult to support continued expansion. In the long - term, the stock index still has room, but in the short - to - medium term, there is a need to be vigilant about the pressure of valuation correction [2][31]

Report Industry Investment Ratings No industry investment ratings are provided in the report. Core Views of the Report - The financial market is affected by multiple factors such as US fiscal deficits, trade policies, and geopolitical tensions. The stock and bond markets in the US show signs of instability, and gold has attracted inflow of bottom - fishing funds. - In the commodity market, different commodities have different trends. For example, the prices of some agricultural products are affected by weather and supply - demand relationships, while the prices of some metals and energy chemicals are influenced by factors like production, inventory, and trade policies. Summary by Directory 1. Financial News and Comments 1.1 Macro Strategy (Gold) - The EU is expected to share a revised trade proposal with the US, aiming to boost negotiations. The US Treasury auctioned $16 billion of 20 - year Treasury bonds, with poor auction results. - Gold prices are oscillating and showing strength. Tensions in the Middle East, poor 20 - year Treasury bond auction data, and the downgrade of the US sovereign credit rating have led to inflows of bottom - fishing funds. Gold is expected to remain oscillating in the short term [9][10]. 1.2 Macro Strategy (Foreign Exchange Futures - Dollar Index) - A measure of the dollar's performance has fallen to a one - month low. Traders are waiting for the G - 7 meeting to see if the Trump administration seeks a weaker dollar. - Trump claims that the tax - cut bill is close to passing, but there is still opposition. Rising US Treasury yields and concerns about deficits have led to a weakening of the dollar index. The dollar is expected to be weak in the short term [11][13]. 1.3 Macro Strategy (Stock Index Futures) - The Ministry of Commerce responded to the US's attempt to ban Chinese advanced computing chips globally, stating that it is a unilateral and protectionist act. Shanghai plans to implement a consumer goods trade - in program, and eight departments jointly issued measures to support small and micro - enterprise financing. - The market is differentiated, with more structural and thematic opportunities. It is recommended to have a balanced allocation [15][17]. 1.4 Macro Strategy (US Stock Index Futures) - The 20 - year Treasury bond auction was dismal, and the House Speaker Johnson announced an agreement on the state and local tax deduction cap. - Concerns about the sustainability of US government debt are hard to dispel in the short term. Long - term interest rates will suppress US stocks, which are expected to be weak and oscillating [19][21]. 1.5 Macro Strategy (Treasury Bond Futures) - The central bank conducted a 7 - day reverse repurchase operation of 157 billion yuan, with a net injection of 65 billion yuan. - Treasury bond futures are oscillating narrowly. It is recommended to focus on the strategy of laying out medium - term long positions on dips [22]. 2. Commodity News and Comments 2.1 Agricultural Products (Soybean Meal) - On May 21, the actual成交 volume of imported soybeans at the auction was 85,606 tons, with a成交 rate of 32.1%. The market anticipates that the USDA's weekly export sales report will show a net increase of 19 - 700,000 tons in US soybean exports. - Argentine precipitation affects soybean harvests, and US soybean planting progress is slow, causing CBOT soybeans to rise. However, the increase is expected to be limited. Domestic soybean meal prices have been slightly adjusted upwards. Soybean meal futures are expected to oscillate, and attention should be paid to US soybean growing areas' weather and the 25/26 balance sheet adjustment [23][26]. 2.2 Black Metals (Rebar/HRC) - In April 2025, China's air - conditioner production increased year - on - year, while refrigerator and TV production decreased. From May 1 - 18, the retail sales of passenger cars increased year - on - year. - Steel prices are oscillating, and the market sentiment is cautious. With weak domestic real - estate and infrastructure demand, uncertain manufacturing demand, and potential external demand risks, steel prices are expected to continue oscillating in the near future. It is recommended to hold light positions in the short term [27][29]. 2.3 Agricultural Products (Sugar) - India's sugar domestic sales quota in May 2025 is 2.35 million tons, the same as last month. Brazil's sugar and molasses exports in the first three weeks of May decreased year - on - year. China's syrup and premix imports in April decreased year - on - year. - International sugar trade supply - demand is expected to loosen, and the global sugar supply - demand may turn to surplus in the 25/26 season. Zhengzhou sugar is expected to oscillate in the short term, and attention should be paid to the weather in major producing countries and Brazil's sugar - pressing data [30][34]. 2.4 Black Metals (Coking Coal/Coke) - The coking coal market in East China is weakly stable. Coal mines have stable production, but downstream procurement is negative. The coking coal futures are oscillating downward, and the supply is excessive. The first round of coke price cuts has been implemented. - Coking coal is expected to be bearish in the short and medium term, and coke is expected to oscillate weakly [35][36]. 2.5 Non - Ferrous Metals (Alumina) - The overall progress of the Guangxi Beihai green ecological aluminum project has exceeded 90%, and it is expected to be completed and put into operation in the third quarter of this year. - The alumina spot price has increased, and the Guinea ore disturbance has led to increased short - term fluctuations in the market. It is recommended to wait and see [37]. 2.6 Non - Ferrous Metals (Lead) - On May 20, the LME 0 - 3 lead was at a discount of $24.07 per ton. In April, lead concentrate imports increased year - on - year. Recycled lead smelters have cut waste battery purchase prices due to losses. - The lead industry has high finished - product inventories and weak terminal demand. There is a risk of a squeeze in the overseas market. Lead prices are expected to oscillate weakly in the short term. It is recommended to wait and see and focus on potential internal - external positive arbitrage opportunities [39][42]. 2.7 Non - Ferrous Metals (Zinc) - From January to April, the cumulative export volume of galvanized sheets increased year - on - year. On May 20, the LME 0 - 3 zinc was at a discount of $29.83 per ton. - Zinc prices are oscillating widely. The near - strong and far - weak pattern remains unchanged, and the social inventory inflection point may be gradually confirmed. It is recommended to short at high levels on a medium - term basis for unilateral trading and focus on positive arbitrage opportunities [43][45]. 2.8 Non - Ferrous Metals (Polysilicon) - The US plans to impose high tariffs on Southeast Asian solar equipment. There has been an increase in warehouse receipts, and leading enterprises are maintaining price - holding strategies, while second - and third - tier enterprises have cut prices. - The polysilicon market is affected by news, and the supply - demand situation is complex. It is recommended to focus on positive arbitrage opportunities after price corrections [46][48]. 2.9 Non - Ferrous Metals (Industrial Silicon) - An organic silicon new material and additive project with an annual output of 40,000 tons is in the environmental impact assessment public - notice stage. - Industrial silicon prices have been falling. Some small factories plan to cut production, while some silicon factories in Sichuan may resume production. With weak demand, the market is not optimistic. It is not recommended to go long on the left side, and short positions can be held [49][50]. 2.10 Non - Ferrous Metals (Copper) - The LME has approved the addition of three warehousing facilities in Hong Kong. China's copper production in April increased slightly month - on - month. Antofagasta has started mid - year negotiations with Chinese and Japanese smelters. - The US dollar index may be under pressure, which supports copper prices, but the short - term weakening of the fundamentals may suppress copper prices. Copper prices are expected to oscillate at high levels. It is recommended to conduct band trading [51][54]. 2.11 Non - Ferrous Metals (Lithium Carbonate) - Argentina has approved a $2.5 billion lithium mine project by Rio Tinto. Argentina's lithium carbonate exports in April were 8,066.71 tons. - The long - term logic of oversupply and falling cost support in the lithium carbonate market remains unchanged. The market is expected to be unstable before the improvement of spot and downstream orders. It is recommended to control short - position sizes and pay attention to supply - side disturbances [55][57]. 2.12 Non - Ferrous Metals (Nickel) - On May 21, LME nickel inventory decreased by 312 tons compared to the previous day. - LME and SHFE nickel inventories are slightly decreasing. Nickel prices are oscillating. The NPI - to - high - ice - nickel profit has opened, and the supply of pure nickel may increase marginally. It is recommended to focus on short - term band trading and medium - term long - position opportunities on dips [58][59]. 2.13 Energy Chemicals (Liquefied Petroleum Gas) - On May 21, the spot price of civil LPG in Shandong was stable. The US C3 inventory has been accumulating, and the Far - East import willingness has been partially suppressed. - The LPG market is weak, and the futures are expected to oscillate weakly [60][64]. 2.14 Energy Chemicals (Crude Oil) - The EIA data shows that the US commercial crude oil inventory increased in the week ending May 16. - Oil prices are falling. With rising inventory, stable production, and low downstream inventory, there is a high risk of a further decline in oil prices in the absence of effective upward drivers [65][66]. 2.15 Energy Chemicals (PTA) - The PTA spot price has increased, and the spot basis has stabilized. - PTA futures are oscillating. With supply - side disturbances and strong demand, the PTA valuation has been repaired, but it has corrected recently due to demand - side rumors. It is expected to oscillate and adjust in the short term [67][68]. 2.16 Energy Chemicals (Urea) - As of May 21, China's urea enterprise inventory increased compared to last week. The urea price in Shandong has declined slightly. - Urea is oscillating. The export - related expectations have been gradually realized, and the 9/1 spread is expected to remain high [70][71]. 2.17 Energy Chemicals (Bottle Chips) - The export quotes of bottle - chip factories are mostly stable. - With falling raw material costs, high industry production, and limited processing - fee decline space, the bottle - chip processing fee is expected to fluctuate at a low level following cost changes [72][74]. 2.18 Energy Chemicals (Soda Ash) - The soda - ash market in South China is stable. The soda - ash futures have strengthened slightly, while the spot market is oscillating steadily. - Short - term soda - ash plant maintenance may support the market, but it is recommended to go short at high levels in the medium term [75][76]. 2.19 Energy Chemicals (Float Glass) - On May 21, the price of float glass in the Shahe market was mostly stable. - The glass futures have risen slightly, but the fundamentals have not changed much. With weak demand and no positive policies, glass prices are expected to remain low. Attention should be paid to real - estate policy changes [76][77]. 2.20 Shipping Index (Container Freight Rates) - Due to a national strike, Belgian ports are facing disruptions. The rumors of Maersk's lower - than - expected cabin opening in June have impacted the European - route futures. - It is recommended to treat the market with a weakly oscillating mindset, as the price from Shanghai to Rotterdam has not been released, and it is less likely to exceed $2,500 per FEU [78].

1. Report Industry Investment Ratings No specific industry investment ratings are provided in the report. 2. Core Views of the Report - Geopolitical risks, such as Israel's potential attack on Iranian nuclear facilities and Iran's leader's strong stance on nuclear negotiations with the US, have led to increased market risk aversion, affecting the prices of gold, the US dollar index, and oil [1][3][17]. - The reduction of LPR this year has boosted the stock market, with heavy - weighted stocks rising significantly and market sentiment turning optimistic [2]. - In the commodity market, different products show various trends. For example, steel prices are in a weak and volatile pattern due to unimproved domestic real - estate and infrastructure demand; copper prices may be weak in the short term due to concerns about fundamental weakening; and the prices of some agricultural products are affected by factors such as import volume changes and weather conditions [4][5]. 3. Summary by Directory 3.1 Financial News and Comments 3.1.1 Macro Strategy (Gold) - Gold prices rose strongly due to geopolitical risks, once regaining the $3300 mark, but the sustainability of geopolitical risks is uncertain, and a new upward trend has not been confirmed. The Fed is waiting and watching, and there is a lack of incremental positive factors in the short term. It is recommended to reduce positions in the short term [13][14]. 3.1.2 Macro Strategy (Foreign Exchange Futures - US Dollar Index) - The discovery that Israel is preparing to attack Iranian nuclear facilities has increased market risk aversion, causing the US dollar index to fluctuate. It is expected that the US dollar index will fluctuate in the short term [17][18]. 3.1.3 Macro Strategy (Stock Index Futures) - The reduction of LPR and the government's emphasis on financial support for the real economy have led to a rise in risk appetite in the stock market, with heavy - weighted stocks rising significantly. In the short term, retail investors' entry may be the reason for the continuous increase in funds. It is recommended to allocate assets evenly [21][22]. 3.1.4 Macro Strategy (US Stock Index Futures) - Moody's downgrade of the US sovereign credit rating, the impasse of the Trump tax - cut bill, and Google's disappointing developer conference have led to a decline in market risk appetite. The US stock market is still in a volatile pattern, and the upside space is limited after approaching the upper limit of the volatile range [26][27]. 3.1.5 Macro Strategy (Treasury Bond Futures) - The reduction of deposit rates and LPR, and the central bank's reverse - repurchase operation. The problem with going long on long - term treasury bonds is the lack of odds. It is recommended to go long in the medium term but choose the right time and collect low - priced chips as much as possible [30][31]. 3.2 Commodity News and Comments 3.2.1 Agricultural Products (Corn Starch) - The spot price of corn starch is stable. Due to high raw material costs and losses, the number of停产 or减产 enterprises is increasing, and the supply pressure is easing. It is expected that the operating rate will remain low and volatile to digest inventory [32][33]. 3.2.2 Agricultural Products (Corn) - Corn prices have fallen. The increase in warehouse receipts and the weakening of the futures market have made the spot market pessimistic. It is necessary to pay attention to whether the decline in spot inventory can drive the continuous strengthening of spot prices and support the futures market [34]. 3.2.3 Black Metals (Steam Coal) - Steam coal prices continue to decline. Although the daily consumption of thermal power has improved in May, it is still in the off - season. The market is waiting for the recovery of demand in June to support prices, and attention should be paid to the support at the 600 - yuan level [35]. 3.2.4 Black Metals (Iron Ore) - The inventory of iron ore in major ports in Australia and Brazil has increased slightly. The market is waiting for new orders in June - July. It is recommended to wait and see temporarily and arrange a small number of positive spreads at low prices [36][37]. 3.2.5 Agricultural Products (Soybean Meal) - ANEC has raised the forecast of Brazil's soybean exports in May. Due to bad weather in Argentina and the US, and increased domestic soybean meal transactions, the futures price is expected to be volatile, and the pressure on the spot market remains [38][39]. 3.2.6 Agricultural Products (Soybean Oil/Rapeseed Oil/Palm Oil) - China's palm oil imports in April decreased month - on - month, while Malaysia's palm oil exports from May 1 - 20 increased month - on - month. The oil market rebounded, but it still lacks the driving force for a sharp rise. Attention should be paid to the determination of the US RVO obligation in 2026 [40][41]. 3.2.7 Black Metals (Coking Coal/Coke) - The price of coking coal in the northwest market is weakly stable. The coking coal futures market is in a downward trend, and the supply is stable while the demand is expected to weaken. The first round of coke price cuts has been implemented, and the price is expected to be weakly volatile in the short term. It is recommended to be bearish in the medium - to - long term [42][43]. 3.2.8 Agricultural Products (Pigs) - From a long - term, medium - term, and short - term perspective, the supply of pigs is still under pressure. It is recommended to short on rebounds [44][45]. 3.2.9 Agricultural Products (Cotton) - Domestic cotton imports in April continued to decline, and the import of cotton yarn was relatively stable. The sowing of US cotton has accelerated but is still slower than normal. The demand for upstream cotton is limited, and Zhengzhou cotton is expected to be volatile in the future. Attention should be paid to the progress of domestic cotton inventory reduction and Sino - US trade negotiations [50][51]. 3.2.10 Black Metals (Rebar/Hot - Rolled Coil) - Thailand has cancelled incentives for the steel manufacturing industry, and Australia has launched an anti - dumping sunset review on Chinese wire rods. Steel prices are in a weak and volatile pattern, and it is expected that they will continue to fluctuate in the near future. It is recommended to hold a light position in the short term and use the spot for hedging on rebounds [52][55]. 3.2.11 Non - Ferrous Metals (Alumina) - A medium - sized alumina plant in Shanxi is about to enter the roasting furnace maintenance stage. The spot price of alumina has risen. It is recommended to wait and see [56][58]. 3.2.12 Non - Ferrous Metals (Lead) - A lead - zinc mine in Russia will not suspend operations as planned. The terminal demand for lead is weak, and there is a risk of a short squeeze overseas. The short - term price of lead is expected to be weakly volatile, and attention can be paid to the positive spread between domestic and foreign markets [60]. 3.2.13 Non - Ferrous Metals (Zinc) - In April, the import of zinc concentrates increased significantly, and the export of zinc alloys increased month - on - month. The pattern of near - strong and far - weak for zinc remains unchanged. It is recommended to short on rallies with a safety margin in the medium term and pay attention to positive spread opportunities [61][65]. 3.2.14 Non - Ferrous Metals (Copper) - In April, China's imports of copper concentrates increased, while imports of refined copper decreased. The production of refined copper and copper products increased. Macro factors have a neutral impact on copper prices in the short term, and the market is worried about the weakening of fundamentals. It is recommended to conduct band trading [66][70]. 3.2.15 Non - Ferrous Metals (Polysilicon) - The average winning bid price of photovoltaic modules has decreased. The silicon material enterprises' joint production - cut action is still under discussion. It is recommended to focus on arbitrage strategies rather than unilateral operations [71][73]. 3.2.16 Non - Ferrous Metals (Industrial Silicon) - In April, the export of industrial silicon increased month - on - month, and the import decreased. The demand is not improving significantly. It is not recommended to go long on the left side, and attention should be paid to shorting opportunities on rebounds and the cash - flow risk of large enterprises [74][76]. 3.2.17 Non - Ferrous Metals (Lithium Carbonate) - Supply is still in excess, and the cost support is moving down. Although there is potential marginal positive news for overseas energy - storage demand, the market is still weak. It is recommended to control short positions and pay attention to potential supply disturbances [80][81]. 3.2.18 Non - Ferrous Metals (Nickel) - In April, China's imports of refined nickel increased significantly. The price of nickel is in a range - bound pattern. It is recommended to focus on band trading in the short term and long on dips in the medium term [82][83]. 3.2.19 Energy Chemicals (Crude Oil) - API crude oil inventory has increased, and gasoline and refined oil inventories have decreased. Geopolitical conflicts in the Middle East may lead to price fluctuations. Oil prices are expected to be volatile in the short term [84][85]. 3.2.20 Energy Chemicals (Carbon Emissions) - The EU and the UK have connected their ETS systems, which will improve trade and cooperation and increase market liquidity. European carbon prices are expected to be volatile in the short term [86][88]. 3.2.21 Energy Chemicals (PTA) - The spot price of PTA has decreased, and the basis has declined rapidly. Due to supply disturbances and marginal strengthening of demand, PTA valuation has been repaired, but it has recently adjusted due to demand - side rumors. It is expected to be in a short - term adjustment [89][90]. 3.2.22 Energy Chemicals (Caustic Soda) - The price of caustic soda in Shandong has increased. The supply is stable, and the demand from alumina is good. The rise in the caustic soda market is indirectly affected by the alumina market and is unlikely to have a significant increase [91][92]. 3.2.23 Energy Chemicals (Pulp) - The spot price of imported wood pulp is mainly stable. The paper mill's willingness to purchase pulp is not strong. The pulp market is expected to be volatile [93][94]. 3.2.24 Energy Chemicals (PVC) - The spot price of PVC powder is in a narrow - range adjustment. The market is in a wait - and - see state, and the PVC market is expected to be volatile [95]. 3.2.25 Energy Chemicals (Styrene) - The trading volume of styrene in Shandong has decreased. An enterprise's device may return soon, which will relieve the short - term supply shortage. The styrene - benzene spread is expected to narrow [96][97]. 3.2.26 Energy Chemicals (Bottle Chips) - The export quotes of bottle - chip factories have decreased. The raw material cost has decreased, and the supply pressure is increasing. The processing fee of bottle chips is expected to fluctuate at a low level following the cost [98][100]. 3.2.27 Energy Chemicals (Soda Ash) - The price of soda ash in North China is in a narrow - range fluctuation. The supply is low due to ongoing maintenance, and the demand is average. It is recommended to short on rallies in the medium term [101]. 3.2.28 Energy Chemicals (Float Glass) - The price of float glass in the Shahe market is stable. The futures price is slightly volatile, and the spot price is weak. The glass market is expected to operate in a low - level range, and attention should be paid to real - estate policy changes [102][103]. 3.2.29 Shipping Index (Container Freight Rate) - The Houthi rebels have blockaded two Israeli ports. The market sentiment may be supported, but the upside space of the EC2506 contract is limited. The short - term market is expected to be strongly volatile, and attention should be paid to the risk of spot prices falling short of expectations [104][105].

1. Report Industry Investment Rating No relevant content provided. 2. Core Viewpoints of the Report - The average duration of ships in major domestic ports remains at a high level. Whether the surge in Sino - US goods will cause the port congestion to continue to deteriorate needs further observation. The Port of Klang is operating under continuous overload, and the port congestion has worsened again, with the average duration of ships in the port rebounding to about 2.5 days. - Some ports in Northwest Europe still have congestion problems due to issues such as intermittent strikes, cargo backlogs, and labor shortages. A strike will be held again in Belgian ports this week, and the congestion disturbance may be difficult to eliminate in the short term. - North American ports are operating well, and attention should be paid to whether the subsequent dense arrival of goods will cause port congestion [2]. 3. Summary by Relevant Catalogs 3.1 Data Review - **Asia Ports**: - In Yangshan Port, the weekly average waiting time/berthing time of ocean - going container ships is 14.3 hours/25.5 hours, and the latest number of container ships at anchor/berthing is 19/26. In Ningbo Port, the corresponding figures are 15.5 hours/26.9 hours and 38/33. In Qingdao, it's 14.6 hours/42.6 hours. In Singapore Port, it's 3.5 hours/28.4 hours with 4/47 ships at anchor/berthing. In the Port of Klang, it's 34.8 hours/28.1 hours with 16/22 ships at anchor/berthing [2]. - The latest average duration in port of Yangshan, Ningbo, Singapore, and the Port of Klang is 39.6 hours, 40.8 hours, 31.6 hours, and 63.0 hours respectively. The month - on - month changes are - 4.3 hours, - 7.2 hours, 0.2 hours, and 20.2 hours, and the year - on - year changes are 11.0 hours, - 3.5 hours, - 7.5 hours, and 29.1 hours [6]. - **European Ports**: - In Rotterdam, Antwerp, Hamburg, and Bremen, the weekly average waiting time/berthing time of ocean - going container ships are 13.8 hours/43.0 hours, 31.0 hours/40.7 hours, 27.7 hours/46.9 hours, and 11.1 hours/43.6 hours respectively. The latest number of container ships at anchor/berthing in Rotterdam, Antwerp, and Hamburg are 4/26, 5/18, and 4/17 respectively. In Valencia, the weekly average waiting time/berthing time is 9.2 hours/36.2 hours, and the number of ships at anchor/berthing is 2/10 [2]. - The latest average duration in port of Rotterdam, Hamburg, and Valencia is 53.1 hours, 66.3 hours, and 43.7 hours respectively. The month - on - month changes are - 5.9 hours, - 6.7 hours, and - 0.4 hours, and the year - on - year changes are 1.0 hours, 14.0 hours, and 1.7 hours [6]. - **North American Ports**: - In Long Beach, Los Angeles, and Tacoma, the weekly average waiting time/berthing time of ocean - going container ships are 0 hours/82.1 hours, 3.8 hours/92.9 hours, and 0 hours/78.7 hours respectively. The number of container ships at anchor in Long Beach and Los Angeles is 0, and the number of berthing ships is 13. In New York, Savannah, and Norfolk, the weekly average waiting time/berthing time are 7.9 hours/48.1 hours, 24.1 hours/36.4 hours, and 20.7 hours/25.5 hours respectively. In New York, the number of ships at anchor/berthing is 0/12. In Houston Port, the weekly average waiting time/berthing time is 3.7 hours/45.5 hours [2]. - The latest average duration in port of Long Beach, Los Angeles, and New York is 107.3 hours, 106.1 hours, and 54.0 hours respectively. The month - on - month changes are 1.5 hours, - 3.6 hours, and 5.4 hours, and the year - on - year changes are - 1.9 hours, - 0.8 hours, and 6.6 hours [6]. 3.2 Asia Port Dynamic Tracking - The scale of container ships in port in China and Southeast Asia is presented through data on the number of container ships at anchor and berthing in different ports over time, including Shanghai, Singapore, and the Port of Klang [9][11]. - The average waiting time, berthing time, and in - port time of ocean - going container ships in Southeast Asian and Chinese container ports are tracked over time [17]. 3.3 European Port Dynamic Tracking - The scale of container ships in port in Europe, including Northwest Europe and the Mediterranean/Black Sea regions, is presented through data on the number of container ships at anchor and berthing in different ports such as Rotterdam, Antwerp, and Hamburg [20]. - The average waiting time, berthing time, and in - port time of ocean - going container ships in Northwest European and Mediterranean container ports are tracked over time [26][30]. 3.4 North American Port Dynamic Tracking - The number of container ships at anchor and berthing in North American ports, and the average waiting time, berthing time, and in - port time of ocean - going container ships in US container ports are presented [35][36]. - The scale of container ships in port in North America, including the East and West coasts, is presented [38]. 3.5 Large - Ship Arrival Situation and Key Hub Monitoring - The arrival situation of large - scale container ships in Yangshan Port, Ningbo Port, and Singapore Port is monitored over time [43]. - The arrival situation of 12,000 + TEU container ships of different alliances (Gemini, OA, PA + MSC) in Asia, Northwest Europe, and the Mediterranean is monitored [46][49]. - The passage situation of container ships through key shipping routes such as the Cape of Good Hope, Suez Canal, and Panama Canal is monitored [49].