Charts of the Week

Post-election market winners and losers: Bitcoin surges, safe havens slip

What the chart shows

This table provides a comparative view of the performance of key asset classes from 4 November to 13 November, capturing the immediate market reaction to Donald Trump’s election victory on 5 November. Asset classes are categorized by percentage changes, highlighting the top-performing and underperforming segments.

Behind the data

Trump’s victory triggered significant rallies in certain asset classes, led by Bitcoin, which surged to a new all-time high as renewed optimism in digital assets drew investors to cryptocurrencies. US equities also reacted positively, with small-cap stocks outperforming as investor optimism favoured growth-focused domestic assets. This highlights optimism in sectors more closely tied to the US economy, reflecting expectations that Trump’s policies could favour domestic industries.  

In contrast, traditional safe-haven assets such as gold, crude oil and emerging market (EM) equities saw declines. Gold faced selling pressure as investors reallocated toward higher-risk assets expected to benefit from potential growth-friendly policies. Crude oil’s decline mirrors similar investor shifts. Chinese and European equities also underperformed, a sign of apprehension over potential trade realignments and economic impacts stemming from renewed US policies.  

USD strengthens post-election, echoing 2016 gains against global currencies

What the chart shows

This chart tracks the performance of the US dollar against a range of global currencies following the US presidential elections in 2016 and 2024. It compares the one-, two-, and three-month performance after Trump’s 2016 victory with the post-election reaction this year. Shaded areas indicate the range of USD strength during the initial three-month period following the 2016 election, providing a historical benchmark against which current movements can be assessed.  

Behind the data

Following Trump’s 2016 victory, the USD Index experienced a steady rise, fueled by expectations of tax cuts, growth-focused policies and heightened geopolitical tensions that increased demand for the dollar. The currency’s strength was particularly notable against the Turkish lira (TRY) and Mexican peso (MXN), reflecting regional uncertainties and the prospect of potential trade disputes.

This year, a similar trend of USD appreciation is emerging as markets respond to anticipated policy shifts under Trump’s leadership. The dollar strengthened broadly in the days following the election. While initial gains are strong, the duration of this rally may depend on future macroeconomic variables such as interest rate differentials and growth expectations, which could alter dollar movements as 2025 approaches.  

Major coins outshine Altcoins amid post-election crypto rally

What the chart shows

This chart compares the performance of two composite indexes in the crypto market: the Major Coin Composite Index and the Altcoin Composite Index. The Major Coin Composite includes cryptocurrencies with a market cap exceeding 1% of the total crypto market, while the Altcoin Composite represents those with a market cap below 1%. To improve comparability, the data was standardized and smoothed over a one-week period. This chart highlights the diverging performances of major and smaller-cap coins, particularly around key market events and regulatory developments.

Behind the data

Trump’s election victory triggered a post-election wave of euphoria in the crypto market, led by high-profile coins like Bitcoin and Dogecoin, which captured much of the spotlight as investors redirected funds towards these major assets. This shift toward major coins had been developing since early 2023, driven by a cooling crypto market and regulatory shifts, such as the SEC's approval of spot Bitcoin ETFs.  

Historically, altcoins have been highly volatile and even occasionally outperformed major coins, as seen during the 2022 crypto rally. But the trend reversed in 2023, as broader market slowdowns and changing investor sentiment favoured more established cryptocurrencies. Trump’s re-election further amplified this trend, with major coins reacting more strongly than altcoins in the recent post-election rally.

VIX and MOVE indexes fall as markets stabilize post-election

What the chart shows

This chart compares equity volatility (VIX index) and bond market volatility (MOVE index) following Trump’s victory, showing how volatility in both types of securities has shifted in response to the US election outcome.

Behind the data

Trump’s decisive victory removed a major source of uncertainty from the stock market, resulting in a drop in the VIX index, a.k.a. the market’s "fear gauge." Last Thursday, the VIX dropped to 15.20 and has since fallen further, dipping below 15, indicating reduced risk perceptions among equity investors. The MOVE Index provides a complementary view, showing how both equity and bond market investors are adjusting their expectations in the post-election environment.

US-China tensions reshape global trade flows

What the chart shows

This chart displays shifts in regional market shares for US imports and Chinese exports from 2018 to the present, covering the period when tariffs and trade tensions between the US and China intensified. It is designed to show how the US-China trade war and other geopolitical factors have influenced global trade flows.  

Behind the data

The US-China trade war has reshaped global trade patterns, driving notable shifts in the market shares of US import sources and Chinese export destinations. These changes reflect adjustments made by countries and businesses in response to tariffs and geopolitical risks, with many countries realigning their trade relationships accordingly. Since 2018, China’s share of US imports has declined by more than five percentage points to 12.2%, while Chinese exports to the US have decreased by over 2.5 percentage points to 15.5%. At the same time, other regions, particularly ASEAN (Association of Southeast Asian Nations), have seen increased shares in both US imports and Chinese exports, indicating their growing role in global supply chains.

Slowbalization: Global trade openness stalls and growth slows post-GFC

What the chart shows

The chart provides a long-term view of global trade openness and trade growth from 1970 to the present. The top pane displays global trade openness, highlighting the average levels from 2010 to 2017 and from 2018 to the present. The bottom pane shows global trade growth, comparing trends before and after the Global Financial Crisis (GFC) and the US-China trade war.

Behind the data

The end of the Bretton Woods system in the 1970s marked the start of a more market-driven exchange rate era. During this period, trade liberalization expanded, particularly in emerging markets where trade barriers were gradually lowered. These developments fostered greater economic integration, leading to a steady rise in global trade openness and annual trade growth rates averaging around 10%.

However, since the GFC, trade reforms have slowed, influenced by US-China trade tensions and other geopolitical conflicts. This has led to increased regionalization and slower growth – a phenomenon often referred to as “slowbalization.” The trend reflects a move away from rapid globalization toward more regionally focused trade networks, with global trade openness stagnating and trade growth slowing since 2018.  

China outpaces the US in global innovation race

What the chart shows

This chart displays granted patents from the World Intellectual Property Organization since 1986, with shaded areas representing the share of patents granted to each region or country. In 2023, China accounted for nearly 46% of all patents granted globally, a figure nearly three times that of the US at 15.7%. In other words, out of about 2 million patents granted worldwide, 920,000 were awarded to China – reflecting the country’s increasing prowess in innovation, research and technology.  

Behind the data

China has emerged as a leading source of innovation, with patent activity surging over the past 20 years due to heavy investment in research and development. China’s R&D budget has grown 16-fold since 2000, according to The Economist, and its emphasis on fields such as biotechnology, quantum computing, telecommunications and artificial intelligence has propelled it to scientific prominence. This intense focus on intellectual property comes as the US and China intensify a technological arms race, where control over patents and proprietary technologies will be critical in securing leadership in cutting-edge industries.  

How US stocks react to presidential elections

What the chart shows

This two-panel chart shows the historical performance of the S&P 500 from Election Day through Inauguration Day and into the early days of each new US administration. The top panel shows market trends when a Republican candidate wins, with shaded red and pink areas above and below to indicate variability in performance. The lower panel mirrors this for Democratic victories. By charting these periods, we can observe any patterns or anomalies in market response based on the winning party.  

Behind the data

A central question during presidential elections is how the stock market would react to the outcome. For example, following Trump’s election in 2016, Bitcoin, equity futures and the US dollar experienced notable increases. This chart takes a broader view, focusing on market performance not only in the days immediately following the election, but also through the first 75 trading days of a new administration. Historically, when Republicans assume office, the S&P 500 has often shown an initial uptick until Inauguration Day, sometimes followed by a modest correction. Will history repeat itself this time around?

US mortgage rates heat up

What the chart shows

This heatmap illustrates the monthly average 30-year fixed mortgage rate in the US based on Freddie Mac’s weekly data series. Each cell represents the rate from the final week of each month, spanning from 2000 to 2024. The color gradient, from light blue to dark red, shows the Z-score of these rates, visually highlighting periods of exceptionally low or high mortgage rates. ‍

Behind the data

After the Great Financial Crisis, interest rates reached all-time lows, with US mortgage rates following suit. Between 2012 and 2021, the 30-year fixed mortgage rate remained near historic lows due to prolonged low-rate policies. However, post-pandemic economic recovery and the Federal Reserve's aggressive rate hikes subsequently pushed mortgage rates sharply higher. With ongoing inflation concerns, geopolitical tensions and burgeoning US debt, it is unlikely that mortgage rates will return to pre-pandemic lows. Instead, we may be entering a period where rates resemble levels seen in the early 2000s.  

UK-Germany bond yield gap hits 20-year high as economic risks diverge

What the chart shows

This chart compares the yield-to-maturity of 10-year government bond benchmarks for the UK and Germany from 2005 to present. The top panel shows the yield levels for each country, while the bottom panel illustrates the yield spread between the two, capturing the difference in yields over this period.

Behind the data

The recent UK budget release triggered a sharp market reaction, causing the pound to drop sharply and pushing UK gilt yields higher. Meanwhile, Germany faced its own headwinds, including sluggish growth and energy constraints.

Since early 2023, the spread between UK and German 10-year bond yields has widened significantly, reflecting diverging perceptions of economic and fiscal stability. Currently at a 20-year high, this spread suggests that investors see increased economic risk in the UK relative to Germany, pricing in expectations of higher inflation, fiscal strain and potential currency pressure specific to the UK’s outlook.

Global stock valuations show wide gaps as economic pressures mount

What the chart shows

This table displays MSCI ACWI Index valuations by country across multiple metrics: trailing price-to-earnings (P/E) ratio, 12-month forward P/E ratio, price-to-book (P/B) ratio, and dividend yield. Each metric is color-coded based on 15-year z-scores, with colors ranging from blue (indicating lower valuations) to red (indicating higher valuations.) Countries are sorted by their average z-scores, providing a comparative view of relative over- and undervaluation.

Behind the data

As of October 2024, stock markets in Taiwan, the US, India and Australia show notable overvaluation, driven primarily by P/B ratios above two standard deviations. While earnings growth has slowed, the prominence of AI may continue to support high US valuations without necessarily forming a bubble. Indian equities, on the other hand, face headwinds from weaker earnings and capital outflows. At the opposite end, Mexico, Colombia and Hungary appear undervalued, thanks to attractive dividend yields and lower P/E ratios. These valuation differences offer insights that can help guide equity allocation and country selection within global portfolios.

Dollar dominance faces new challenge

What the chart shows

This table visualizes the share of various currencies in global payments processed via the SWIFT system, displaying data from the past three months (September, August and July 2024). It also shows each currency’s highest and lowest recorded share over the past 10 years, the position of the latest observation within the interdecile range (10th-90th percentiles), and historical averages, including mean and median values.

Behind the data

In August, the US dollar’s share in global payments reached a record high, briefly raising expectations that it might soon exceed the 50% threshold. However, the currency’s share settled back to around 47%. Despite ongoing talk of the dollar’s potential decline, partly fueled by talks of a proposed BRICS (Brazil, Russia, India, China and South Africa) currency, the data reveal a different trend: the USD's recent dip has not been absorbed by the Chinese yuan, as some expected. Instead, other developed market currencies, such as the euro, British pound and Japanese yen, have seen slight increases, reflecting their ongoing role in global transactions.

Rising Middle East tensions threaten global trade and energy supplies

What the chart shows

This chart tracks trade volume and tanker transit activity through the Strait of Hormuz from May 2019 to September 2024. It highlights the sharp drop in trade flows following disruptive events including the recent conflicts and attacks in the Middle East.

Behind the data

The Strait of Hormuz is a critical chokepoint for global oil supply, facilitating nearly a quarter of the world’s daily oil exports. This narrow waterway, located between Iran and Oman’s Musandam Peninsula, is vital for connecting Middle Eastern oil producers with international markets. Amid escalating tensions and conflict in the region, the risk of disruption in the strait has increased, which could drive up global energy prices and shipping costs and delay supply. Any significant obstruction here would have far-reaching consequences for global oil and gas markets, underscoring the Strait of Hormuz’s strategic importance in the current geopolitical landscape.

IMF flags rising debt levels as fiscal pressures mount

What the chart shows

This chart displays the debt-to-GDP ratio across various global economies, segmented into three sectors: general government, households and nonprofit institutions serving households (NPISHs), and non-financial corporations. Key groupings, such as the G20, Emerging Markets, and Advanced Economies are also highlighted to provide a broad perspective on global debt distribution.

Behind the data

In its October 2024 Fiscal Monitor, the IMF projects that global public debt will exceed $100 trillion by the end of the year, with the global debt-to-GDP ratio expected to approach 100% by 2030. Rapid debt accumulation is concentrated in major economies, including the US and China, but the pace and composition of debt vary significantly worldwide.

The IMF identifies several key risks to public debt: rising costs from technology innovation, climate adaptation, demographic pressures, political volatility, and optimism bias in economic projections. To address them, it has introduced a “debt-at-risk” framework to help policymakers assess various debt scenarios under adverse conditions.  

The analysis shows that, under current fiscal policies, most countries will be unable to stabilize their debt-to-GDP ratios without further adjustments. The IMF recommends gradual, people-centric fiscal adjustments to safeguard growth, warning that deep cuts to public investment could harm long-term economic stability. However, countries with strong fiscal institutions are better positioned to protect critical investments, even during crises.

Rising rates trigger historic losses on US investment securities

What the chart shows

This chart displays the unrealized gains and losses on US investment securities from 2006 to the present, focusing on two key categories: ‘available for sale’ and ‘held to maturity.’ It shows the value fluctuations in these securities for each year. The chart highlights the impact of recent interest rate hikes on banks’ balance sheets.

Behind the data

The recent historic surge in interest rates has had a notable impact on banks’ balance sheets, significantly reducing the market value of Treasuries and government-backed mortgage securities. As rates rise, the value of these securities falls, leading to substantial unrealized losses. Even though the Fed has started a rate-cutting cycle, these unrealized losses remain elevated, currently exceeding $500 billion. This is considerably higher than those observed during the Global Financial Crisis (GFC), highlighting the scale of recent rate increases and their prolonged effects on asset valuations.  

US yields defy expectations in latest Fed cutting cycle

What the chart shows

This chart shows the response of US 10-year Treasury yields to the first rate cut in each of the past seven Fed rate-cutting cycles. The initial cut in each cycle is marked as Day 0, with yield movements tracked over the following 50 days.  

Historically, yields have tended to decline within 50 days of a cut, reflecting market expectations of slower economic growth and further easing. In contrast, in the current cycle, the 10-year yield has climbed about 50 basis points in the 50 days since the Fed’s cut on 19 September.

Behind the data

Normally, Fed rate cuts signal slowing economic growth and lower inflation expectations, which often lead to lower long-term yields. However, this cycle has been different. Despite the recent cuts, the US economy remains strong, with consumer demand and the labor market showing resilience. This economic strength has tempered expectations for further easing, and as a result, yields have risen rather than fallen.  

At the same time, investors are worried about another bout of inflation amid political uncertainty ahead of the election – further driving yields upwards. The potential for impactful policy shifts could alter inflation expectations, and markets are closely watching how yields may respond after the 5 November election.  

Trump election odds and Treasury yields in lockstep as inflation fears grow

What the chart shows

This chart tracks two significant indicators related to the US macroeconomic and political outlook. The blue line reflects the 10-year US Treasury yield, while the green line represents the probability of a Trump election victory according to Polymarket odds. Both lines have demonstrated a strong correlation, generally moving in tandem over the past four months, with notable increases through September and October.    ‍

Behind the data

The simultaneous upward movement in both 10-year yields and Trump election odds reflects a convergence of economic and political factors, heightening investor anticipation of inflation pressures.  

The first is the Fed’s recent policy actions. In September, it cut rates by 50 basis points, signalling a significant shift in monetary policy despite a robust labor market and overall economic growth. This aggressive easing has fuelled fears that inflation could re-emerge. Investors have thus adjusted their expectations, leading to a rise in long-term yields as they demand higher returns to offset anticipated inflation.  

The second factor is the increasing likelihood of a second Trump presidency. Markets anticipate that his proposed policies—such as large tariffs, tax cuts and expansive deficit spending—could be inflationary. With Trump now favoured to win, yields are adjusting in line with his rising odds, reinforcing expectations of higher inflation if these policies materialize.

Pessimistic sentiment persists across China’s key economic sectors

What the chart shows

This chart shows the historical z-scores of China’s consumer, manufacturing, and real estate sentiment indices from 2000 to the present. A z-score represents the number of standard deviations a data point is from the mean, allowing us to see how sentiment levels deviate from long-term averages. A z-score near zero indicates sentiment close to historical norms, while extreme positive or negative scores indicate unusually high or low sentiment.

Behind the data

Despite recent monetary and fiscal stimulus packages, sentiment in China’s main economic sectors—consumer, manufacturing and real estate—remains pessimistic. Although consumer spending and manufacturing activity are expected to be primary growth drivers, sentiment indices suggest that confidence has not yet recovered. The real estate sector, facing significant structural challenges, shows particularly low confidence. Given all this, achieving the government’s 5% growth target for this year and in the coming years will be challenging. The data shows that while short-term boosts from stimulus measures may help, more structural reforms may be needed to address underlying weaknesses and restore long-term confidence.

Global equity returns show elevated risk amid macro uncertainty

What the chart shows

This scatter chart depicts the relationship between MSCI All Country World Index (ACWI) returns and global macro risk (using the Citi short-term global macro risk index) over the past ten years. It highlights their inverse correlation, depicted through a fitted linear trend line, alongside one and two standard error bands, which help illustrate the degree of deviation from the trend.

Behind the data

Although global stock indices have generally risen over the past decade, this chart underscores the persistent financial vulnerabilities associated with elevated debt levels and a growing disconnect between geopolitical tensions and financial market performance. By comparing global equity returns with global macro risk, we can see that MSCI ACWI returns over the past month are positioned between the +1 and +2 standard error bands, suggesting they may be moderately overvalued relative to historical trends. This positioning may indicate an increased level of risk relative to typical macro conditions. Increased vigilance in investment decisions may be needed because global equity markets may be pricing in a level of optimism that could be vulnerable to shifts in macro risk factors.

Argentina leads emerging market bond returns amid reform push

What the chart shows

This chart ranks the annualized gross performance of government bonds across 12  emerging markets, using the ICE BofAML fixed-income indices, which track USD-denominated bonds across all maturities. The highest-performing markets are ranked at the top for each year.

Behind the data

Argentina's bonds have recently surged to the top, reaching a critical psychological threshold for international investors with a remarkable 72% year-to-date return. Since taking office last December, President Javier Milei has implemented a series of reforms to curb government spending, narrow the fiscal deficit, and foster a more investor-friendly environment. These measures appear to have significantly boosted investor confidence, driving Argentina's bonds to new highs.  

Other emerging markets trail Argentina’s returns, led by Pakistan and Egypt. Pakistan’s bonds have demonstrated stable returns, maintaining a consistent position within the rankings. Egypt’s bonds have posted a sharp rise, delivering nearly 32% in returns this year – up from just 5% in 2023. This underscores a significant shift in emerging market performance, highlighting how fiscal and policy changes in specific economies can drive notable variations in bond market returns.

US government deficit surges despite strong economic conditions

What the charts show

Both charts use outlays and receipts data from the US Treasury to illustrate how government revenue supports current spending. The first chart breaks down the sum of government receipts over the past 12 months. It also highlights the $1.83 trillion deficit – the gap between revenue and spending.

The second chart builds on this, showing the 12-month rolling sum of receipts as a percentage of total spending and how the composition of these receipts has evolved over time.

Behind the data

Over the past year, the US government has spent $6.75 trillion but only collected $4.92 trillion in revenues, leaving a $1.83 trillion shortfall. This deficit, accounting for 27% of all government spending, is financed through the issuance of Treasury securities, effectively borrowing to cover the gap.  

Such hefty deficit spending raises concerns about sustainability, especially given the current economic environment. The US economy is experiencing solid GDP growth, a healthy labor market and cooling inflation – conditions typically associated with lower deficit spending. However, the fact that the deficit remains so large during a period of relative economic strength suggests that it could balloon even further during the next downturn or recession. Without significant adjustments to revenue or spending, the government’s reliance on borrowing is likely to increase, adding further pressure to fiscal sustainability.

10-Year Treasury yields diverge from macro conditions, signaling inflation risk

By Huw Roberts, Head of Analytics, Quant Insight

What the chart shows

This chart consists of two panels, each offering a perspective on the relationship between US 10-year Treasury (UST) yields and macroeconomic conditions. The bottom panel tracks the "Qi Fair Value Gap.” The grey horizontal line separates periods where UST yields are either "too high" (above) or "too low" (below) compared to fair value based on macroeconomic inputs. The chart highlights how the 10-year UST yield has stayed mostly below its fair value until recently, indicating that yields are now above macroeconomic expectations.

The top panel compares the actual UST 10-year yield with the Quant Insight (Qi) model value, which represents the expected yield based on macroeconomic factors. Grey boxes highlight instances where the yield "catches up" to macro conditions. Recent data shows that UST 10-year yields are at their highest divergence compared to what macro conditions would suggest, signaling that current yields may be overextended relative to fundamentals.

Behind the data

There are two key takeaways from the Qi model. First, the ‘Qi Fair Value Gap’ indicates that 10-year UST yields currently screen as approximately 12.5 basis points too high relative to aggregate macroeconomic conditions. This divergence of +0.5 sigma is modest, but it's the largest positive gap observed in the past year. This suggests that while yields are not drastically misaligned, they are now at an elevated point compared to the macroeconomic backdrop.

Second, the model highlights the sensitivity of 10-year yields to inflation, while showing minimal response to GDP growth. This reinforces the view that USTs are no longer serving as a hedge against recession risks, but rather are reflecting inflationary concerns. Despite the dominance of the inflation-driven short-duration narrative, these yield levels may not be ideal for initiating new bearish positions on bonds, as yields have already ‘caught up’ to macroeconomic factors.

Betting markets show nearly 50% chance of Republican sweep in 2024

What the chart shows

This chart tracks Polymarket betting odds for the balance of power following the 2024 US elections. It helps visualize how market sentiment has shifted over time regarding these potential election outcomes.  

Behind the data

As the 2024 election approaches, financial markets appear less anxious about the political uncertainties than initially expected. Market participants seem to have grown more comfortable with the range of potential outcomes. According to Polymarket betting odds, there is now an almost 50% chance of a Republican sweep, where Donald Trump wins the presidency and Republicans control both the House and the Senate. Conversely, the odds of a Democratic sweep under Vice President Kamala Harris have diminished, while the likelihood of a split Congress – whether under Trump or Harris – continues to fluctuate.

China faces deflationary pressures despite stimulus efforts

By Saeed Amen, Co-Founder, Turnleaf Analytics

What the chart shows

This chart compares realized and forecasted year-over-year non-seasonally adjusted (YoY NSA) Consumer Price Index (CPI) for China. The green-shaded area tracks actual realized CPI. From October 2024, it shows two lines projecting future CPI trends: the blue line represents Turnleaf Analytics’ model forecast, while the grey line shows the benchmark consensus forecast from the Asian Development Bank (ADB.)

The Y-axis ranges from -1 to 5, capturing potential deflation and inflation up to 5%. The key takeaway is that both forecasts predict inflation to remain well below 2% over the next 12 months.

Behind the data

In late September, Beijing introduced monetary and fiscal measures to boost demand and stabilize the weak property market, aiming for a 5% growth target in 2024. Despite these efforts, price pressures remain low, reflecting subdued consumer confidence.

Around 70% of household wealth is tied to real estate, which has declined by 3.36% over the past year. Rising youth unemployment (+13.11% YoY) has further weakened demand, spilling over into key sectors like manufacturing and exports. Deflationary risks are intensifying, with liquefied petroleum gas exports dropping nearly 30% in the past month and steel and sheet metal inventories down 15.7% and 29.4% month-over-month, respectively. Vehicle exports also fell 27.3% MoM, exacerbated by the EU’s recent decision to impose tariffs on Chinese electric vehicles.

While Beijing’s stimulus aims to mitigate these issues, the weak property market, declining exports and low consumer sentiment continue to weigh heavily on China’s economic outlook.

Global earnings revisions tilt downward amid economic uncertainty

What the chart shows

This chart tracks broad equity earnings revisions—net up and downward changes—over the past 100 trading days for major markets in global stock benchmarks. It compares current earnings revisions with those from three, six and 12 months ago. The chart also displays the interquartile ranges and the 10th to 90th percentile ranges to provide insight into the historical distribution of revisions for each country.  

Behind the data

Amid ongoing economic uncertainty, global risk appetite has fluctuated, while there has been a general trend of downward earnings revisions across multiple countries. Notably, France, China and the UK have seen the most significant net downgrades, with revisions falling below the 10th percentile, indicating substantial pessimism. Canada, South Korea, Brazil, the US and India also experienced net earnings downgrades. Japan, while still reflecting some negativity, is closer to neutral, suggesting relatively stable earnings prospects.

In contrast, Taiwan stands out with significant net upgrades, indicating more positive revisions and a brighter earnings outlook.

The data underscores the downside risk to earnings in many regions, suggesting that investors may need to adopt more vigilant and flexible strategies.

Gold hits new highs while platinum group metals show signs of cooling

What the chart shows

This chart uses Z-scores to compare the historical price dynamics of seven precious metals: gold, silver, and five platinum group metals (PGMs): platinum, palladium, iridium, rhodium and ruthenium. The Z-scores provide a standardized measure of each metal’s price relative to its 30-year rolling average.

Behind the data

The recent surge in gold prices has captured significant attention in 2024, with the metal reaching multiple all-time highs as investors flock to safe-haven assets amid economic uncertainty. Silver has also begun to climb, driven by similar demand dynamics. Both metals reflect heightened market anxiety, leading to a strong bid for traditional store-of-value commodities.

In contrast, the price movements of the PGMs have remained relatively stable over the past year, suggesting more subdued demand. Given that these metals are crucial to electric vehicle (EV) production – particularly for catalytic converters – their price stagnation may signal a potential cooling of growth in the EV industry.

China’s credit surge may struggle to fuel growth

What the chart shows

The chart tracks China’s credit impulse (a measure of new credit as a share of GDP) offset by three months to align with the Li Keqiang Index, which measures total bank loans, electricity consumption and rail cargo volume. This reflects the strong five-year rolling correlation between the two measures.

Behind the data

China has rolled out fiscal measures, including bond issuances worth 6 trillion yuan ($850 billion), following earlier monetary steps. This move is expected to inject liquidity into the economy, possibly pushing the credit impulse into positive territory and spurring economic activity. However, with economists voicing doubts about the country meeting its 5% GDP growth target as we enter Q4 2024, the effectiveness of these measures remains in question.

Rocketing toward long-term gains

What the chart shows

This chart compares the performance of the MSCI Space Explorer Index, which tracks companies in the space exploration industry, against the broader MSCI IMI (which includes large, mid and small-cap stocks), particularly after key space missions. The aim is to assess how space-related milestones influence market sentiment compared to general market performance.

Behind the data

SpaceX’s successful Starship test flight, where the Super Heavy booster was recovered using mechanical arms, marks a significant step toward rocket reusability – a development that could revolutionize space travel economics. The heatmap shows how various space missions have led to mixed reactions in the space exploration sector, with notable market fluctuations. With each new milestone, investors are increasingly evaluating whether this sector is poised for long-term growth or if challenges like regulatory hurdles and cost efficiencies will temper enthusiasm.  Here is an alternative visualization of the chart:

Polling vs betting: Can Harris hold her lead in critical swing states?  

What the chart shows

This chart compares polling data from 14 swing states with betting odds, providing a snapshot of the US election race. The left column shows polling averages from FiveThirtyEight, while the right column presents Polymarket betting odds. For example, a 62.6% polling figure for Kamala Harris in in California indicates that of the votes cast between her and Donlad Trump, Harris is expected to win 62.6%. Both major candidates typically poll slightly lower overall in each state as third-party candidates capture a small portion of the vote. To simplify the chart, potential third-party votes have been excluded.

Behind the data

The US election is shaping up to be decided by a few critical swing states, with Pennsylvania, Michigan, Wisconsin, and Nevada showing the tightest contests, according to Polymarket odds.  Although Harris holds a polling lead in these states, betting markets still slightly favor Trump, reflecting his past outperformance of polling predictions. This gap between polling data and market odds suggests that investors are factoring in historical trends more heavily than current polls.  

ESG vs energy: How regional differences shape risk-adjusted returns

What the chart shows

This chart compares the 10-year Sharpe ratios – a measure of risk-adjusted returns – of ESG stocks (MSCI ESG Leaders Index) and energy stocks (MSCI Energy Sector Index) across developed markets including Australia, Canada, Europe, Japan, the UK and the US.

Behind the data

ESG stocks are often seen as aligning with broader social and environmental goals, but how do they perform against traditional energy stocks? To explore this, we analyzed the risk-adjusted returns of ESG stocks versus counterparts in the fossil fuel sector using the 10-year Sharpe ratio.

In markets like Australia, Canada, Europe and the US, the ESG leaders have outperformed traditional energy stocks, demonstrating their potential for both ethical and financial returns. However, in Japan and the UK, oil and gas stocks have delivered comparable or even superior risk-adjusted returns, highlighting how regional factors such as energy policies and market structures can influence investment outcomes.  

Can innovation drive profits? The link between R&D spending and earnings

What the chart shows

This scatter chart examines the relationship between R&D spending and earnings per share (EPS) across 23 developed and emerging markets over the past decade, highlighting how investments in innovation can drive profitability.

Behind the data

Our analysis reveals a positive correlation between higher R&D spending and EPS, particularly in markets like the Netherlands, the US and Denmark, where sustained innovation investment has contributed to robust profit growth. However, Switzerland, despite similar levels of R&D investment, has seen lower earnings, indicating that that heavy spending on innovation alone doesn’t always guarantee success. Greece, with historically weak earnings, likely reflects the impact of low innovation investment, through broader economic factors also play a role.

This suggests that while R&D spending is often a critical driver of growth, market-specific conditions can heavily influence the outcomes.

Chinese equities show relative attractiveness

What the chart shows

This chart presents the earnings yield gaps – the difference between stock yields (the inverse of P/E ratios) and bond yields – of China’s A-shares and large-cap stocks over the past 15 years. It includes the mean, as well as ±1 and ±2 standard deviation bands, illustrating how current yields compare to historical trends.

Behind the data

China’s recent monetary easing has supported a stock market rally, which has reduced the earnings yield gaps. Despite this, the equity risk premia remain above long-term averages, signaling lingering skepticism about the impact of China’s stimulus measures. This skepticism has pushed risk premia up to +2 standard deviations, yet Chinese stocks continue to look attractive when compared to bonds.

Modest decline in US mortgage rates challenges expectations of housing market boom

What the chart shows

This chart shows consensus forecasts from Blue Chip Economics for the average US mortgage rate over the next six quarters. The blue line represents the mean forecast for each quarter. The grey box highlights the 25^th to 75^th percentile range, while the green box represents the 10^th to 90^th percentile range.

Behind the data

Even though the Federal Reserve (Fed) is expected to continue cutting interest rates over the coming quarters, US mortgage rates are projected to decline much more modestly. This is likely because the anticipated Fed Funds rate cuts have already been largely priced into current mortgage rates. As a result, the average mortgage rate is expected to decrease by only 34 basis points from now until the end of Q1 2026.  

This forecast contradicts a common narrative in the US housing market, which suggests that decreasing interest rates will spark a new boom in mortgage demand. However, if mortgage rates do not drop significantly, this demand may not materialize as expected.  

Term premium poised for upside amid Fed easing and elevated bond volatility

What the chart shows

This chart illustrates the decomposition of the 10-year US Treasury yield into its components from two perspectives: risk neutrality and term premium, further broken down into breakeven inflation and real yield from 1999 to the present. It also highlights periods of recession during this timeframe.

Behind the data

Considering the periods of relatively high inflation – both before the Global Financial Crisis (GFC) and after the COVID pandemic – recent risk neutrality and inflation expectations appear close to their historical norms. At the same time, long-term real interest rates have already leveled up.

The term premium shows some upside room, as it was positive pre-GFC but has remained flat lately. This upward risk is also reflected in the heightened bond-implied volatility observed in recent years.

Despite the Fed's easing cycle, upward pressure on bond yields could stem from the term premium.

Surge in major hurricanes across the US as climate volatility intensifies

What the chart shows

This chart tracks the number of hurricanes in the US across different five-year time periods from 1855 to the present. The hurricanes are categorized according to the Saffir-Simpson Scale: major hurricanes (Category 3, 4 and 5) and regular hurricanes (Category 1 and 2.) The Y-axis shows the total number of hurricanes in each five-year period.

Behind the data

Hurricane Milton left a trail of destruction across Florida when it made landfall on Wednesday. The Category 5 storm came just two weeks after Hurricane Helene, which also caused widespread destruction and fatalities.  

As the chart shows, the rising number of major hurricanes hitting the US since 2020, compared to the previous peak of seven major hurricanes between 1915 and 1919, is notable. With five major hurricanes already recorded this decade, and the National Oceanic & Atmospheric Administration (NOAA) yet to include hurricanes Helene and Milton, the tally will likely set a new record once updated. The increasing frequency of severe hurricanes points to broader patterns of climate volatility, which may be contributing to this trend.  

China's economic stimulus sparks surge in tech investment

What the chart shows

This chart visualizes weekly net fund flows to China using data from Emerging Portfolio Fund Research (EPFR). The data is categorized into four groups of stock market sectors.

Behind the data

In late September, the People’s Bank of China (PBoC) announced an ambitious plan to revive the struggling Chinese economy by implementing significant fiscal stimulus. The market’s response was swift, with both institutional and retail investors substantially increasing their exposure to Chinese assets. By the end of September, these inflows had reached their highest level in 2024, signaling a renewed confidence in the country's economic outlook.

However, the inflows were notably sector-specific. While several sectors experienced a moderate uptick in interest, the technology and telecommunications sector attracted a disproportionately large share of the capital. Does this show of investor preference for tech-driven industries reflect optimism about China’s digital economy?

Chinese equities lead global markets amid stimulus-driven rally

What the chart shows

This chart displays the 2024 year-to-date performance of Chinese, regional and global equity indices, with a focus on quarterly performance. It gives a clear visual comparison of how these indices have fluctuated throughout the year.

Behind the data

In late September, China's stimulus—monetary easing and fiscal support signals—triggered rallies in Chinese equities. Large cap stocks, with significant representation in the consumer discretionary and communication services sectors, fueled market optimism, growing by about 22% in Q3 2024. During the same quarter, the MSCI China and CSI 300 indices also posted significant gains of about 21% and 16%, respectively.

However, as Q4 2024 began, skepticism surrounding the sustainability of fiscal expansion led to more cautious market sentiment, which tempered further gains in Chinese stocks. Despite this, Chinese equities continued to outperform both regional and global indices year-to-date.

China's automotive growth outpaces profitability, while US and Europe find balance

What the chart shows  

This scatter chart compares the compound annual growth rate (CAGR) over a 15-year period with the return on equity (ROE) of the Automobiles & Components industries in the US, Germany and China to show the potential for long-term financial growth and profitability across the three markets.

Behind the data

Last Friday, the EU Commission voted to impose definitive tariffs on China-made battery electric vehicles. The decision sparked mixed reactions, with many politicians supporting the move as a way to protect Europe’s automotive industry, while major European carmakers, such as Mercedes-Benz and BMW expressed concerns over potential market disruptions and cost increases. This European initiative mirrors a similar action taken by the US earlier this year and is seen as a direct response to China’s rapid expansion in the global auto market, driven by competitively priced vehicles.

The chart shows the impact of these measures. Both US and European carmakers show a positive correlation between CAGR and ROE, meaning that as profitability (ROE) increases, so does the long-term growth rate (CAGR). In contrast, the Chinese automotive industry demonstrates an inverse relationship, where a higher CAGR is associated with a lower ROE. This trend may indicate that Chinese carmakers are prioritizing rapid expansion and market share over short-term profitability, particularly as they aggressively price their vehicles to compete in global markets.