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What is a Heatmap? This heatmap displays value trader data regarding the top 60 JSE (Johannesburg Stock Exchange) shares. It depicts how their last value traded compares to their average daily value traded over the last 20 days. Share Tickers: Each block or cell in the heatmap is labelled with a ticker symbol, representing a particular share on the JSE. For example, "IMP" or "NPN" are tickers for specific companies listed o the JSE. Axes: The x-axis represents the "Percentage of Average Value Traded", ranging from zero to positive percentages. It illustrates the daily variations in a share's trading volume (value traded), where increased positive values indicate an increase in the value of shares traded. Block size: The size of each block signifies the "Value Traded" for a particular share in a day, compared to its 20-day value traded, expressed as a percentage. The greater the block size, the more significant the increase in value traded. Furthermore, blocks with a reddish hue indicate that the value traded is associated with a volume spike. In essence, a volume spike refers to a sudden and notable increase in the number of shares traded in a short period, often signalling heightened traders and investor interest or activity in that particular share. "Value Traded" denotes the total monetary amount of a specific share exchanged on the equity market within a given day. It is determined by multiplying the volume of shares traded with their average trading price for that day. Formula: Value Traded = Number of Shares Traded × Average Trading Price of the Share Average Value Traded Per Share, is the average of the daily traded values for the last 20 trading sessions. It provides a more stable measure to compare against a single day's value traded. Formula: Percentage of average value traded = Value traded for one day ÷ 20-Day Average Value Traded How to Use the Heatmap: The presence of various colors from blue to red suggests that there's a diverse trading behavior among the top 60 JSE shares. Some share are experiencing a surge in trading activity, while others are seeing less than usual. The shares in the red zone might be experiencing significant events, news, or developments leading to heightened trader and investor interest, resulting in higher trading volumes. Conversely, the shares in the blue zone could be in a consolidation phase, or there might not be any significant news driving the share, leading to decreased interest and trading activity. Interpretation Liquidity Indicator A higher average traded value suggests that the share is more liquid, meaning it can be bought or sold in larger quantities without causing significant price movements. This can be beneficial for large institutional investors who need to make big trades without impacting the price too much. Trader and Investor Interest A sudden spike in the daily value traded compared to the 20-day average can indicate heightened trader and investor interest, either due to recent news, earnings announcements, or other market events. Value Traded Per Day > 20-Day Average (large red blocks): When the value traded on a particular day is significantly higher than the 20-day average, it could signify increased buying/selling activity. This could be due to recent positive/negative news, earnings beats/misses, or sector-specific developments. Such spikes warrant further investigation into why traders and investors are showing increased interest. Value Traded Per Day < 20-Day Average (large blue blocks): If the value traded on a particular day is much lower than the 20-day average, it might indicate decreased interest or a potential consolidation phase. In such cases, traders and investors might be in a "wait and watch" mode, or there might not be any significant news driving the share. Consistency (small red and blue blocks) If the daily traded value remains consistently close to the 20-day average, it suggests stability in the share's trading patterns. However, small red blocks signify that traded values for these shares are also higher than their respective averages. Conclusion This heatmap provides a visual snapshot of the trading activity of the top 60 JSE shares relative to their average daily values. Traders and investors can use such visualisations to quickly identify shares with abnormal trading volumes, which might warrant further investigation or present potential trading opportunities. In all the scenarios presented, it is crucial to consider other market indicators and conduct a comprehensive analysis before making investment decisions. External factors, such as macroeconomic conditions, industry trends, and geopolitical events, can also influence share price movements and trading volumes.

Introduction: This graph is a scatter plot presenting volume analysis for the Johannesburg Stock Exchange (JSE). The horizontal axis (x-axis) represents the "Volume multiple of the last 200 trading days", indicating how much the volume of the day’s trading compares to the average of the last 200 days. A value of 1 would mean the volume is equal to the 200-day average, values greater than 1 mean more than average volume, and values less than 1 mean less than average volume. The vertical axis (y-axis) shows the "Percentage daily change", which represents the percentage change in the share price compared to the previous day. Positive values indicate an increase in share price, while negative values indicate a decrease. The points on the graph are labelled with ticker symbols representing different companies. Points above the horizontal axis represent shares that have increased in price, and points below it represent shares that have decreased in price. Similarly, points to the right of the vertical axis represent shares with higher trading volumes than the average, and points to the left represent shares with lower-than-average trading volumes. Interpretation: Shares in the upper right quadrant (green dots) could be considered strong performers as they are experiencing both a high volume of trading and an increase in price. This could indicate positive investor sentiment and possibly a good buying opportunity if the momentum is expected to continue. Shares in the lower right quadrant (red dots) might be experiencing a high volume of trades but are decreasing in price. This could signal a selling pressure or negative sentiment, and investors might want to investigate further before making a decision, as they could represent either a potential for buying at a lower price (if the fundamentals are solid) or a risk if the price continues to decline. Shares in the lower left quadrant (red dots) are seeing both lower volumes and a decrease in price, which could be a sign of weak investor interest or a negative outlook, suggesting caution. Shares in the upper left quadrant (green dots) are experiencing an increase in price despite trading at lower volumes, which could indicate undervalued opportunities but also might suggest lower confidence among investors, thus these would require careful analysis. Before making any investment decisions, it is important to consider other factors beyond just the volume and price change. These can include fundamental analysis of the company's financial health, news, industry trends, and overall market conditions. Additionally, past performance is not necessarily indicative of future results. Always conduct thorough research.

Resource Centre - Various Ideas Around Trading Strategy That May Be Beneficial To Clients. A BASKET OF LONGS vs SHORTS CAPITALIZING ON ACTIVE TRADING OPPORTUNITIES SHOPRITE: TRADING IT, BOTH WAYS ANGLO AMERICAN PLC GETS A BID SANLAM'S SIGNAL: USING AUTOMATION TO UNCOVER OPPORTUNITY Click on the image to enlarge. Core Trading Principles: Short and Medium Term Trade with the primary trend. Volume Matters. This represents the interest of large institutional investors who have the ability to move a share, both up and down. Do not short/sell a share that is above, and in close proximity to it’s rising 8 and 21-day moving averages. This trend can persist for an extended period. Ultra short term traders, if a share has advanced strongly over a 3-7 day period, book profits. You can always re-enter and do the same trade at lower levels. If a share is printing a large bullish (green) candlestick following an extended move, use the strength to sell. The likelihood that the share retraces is high. If a share is printing a large bearish (red) candlestick following an extended move to the downside, use the weakness to start a long position. The likelihood that the share rebounds is high. Trade in the direction of the 20-day moving average, using the MA as a level to enter as well as a hard break thereof as a trailing stop-loss. The 8 and 21-day moving averages often act as support and resistance levels. When they are turning down, use them as levels to sell into. The opposite applies when they are turning up. The first back-test of the 50-day moving average has a high probability of holding as support or resistance. Buy or sell it for a 1-3 day move to generate cash flow. Stocks above a rising 200-day moving average spend the majority of their time trending higher. The opposite applies when the 200-day is trending down. Previous support can turn into resistance and previous resistance can turn to support. Use these zones as levels to trade against. Support and resistance levels and key moving averages are ranges rather than exact levels. They often overshoot these zones before occasionally reversing at these levels. Respect the FIB (Fibonacco) retracement zones. They often act as support and resistance levels. ‘PAY-tience Pays’, however be nimble to react to opportunity to cut when a trade hasn’t been working. Above all, know your time horizon. Core Macro Principles Watch the US 10 Year Bond Yield: Higher levels are negative for growth stocks, but positive for cyclical sectors. Watch Brent Crude Oil. Higher levels = brighter outlook for global economy or the anticipation of tighter supply but could also result in inflationary pressures and a tightening of monetary policy. If you’re expecting the US Dollar to appreciate, that’s historically been a negative for commodities and commodity currencies. Higher commodity prices = A stronger Rand. If you’re anticipating a strong Rand, accumulate SA focused shares that have lagged the market. If news out of the Chinese economy is favourable, there is a higher likelihood that the commodity shares and luxury goods companies will be bid. If oil advances strongly and the Rand is weak, JSE consumer discretionary shares may not perform well as consumers would have their spending power curtailed by possible/pending petrol increases and/or input costs. Most days, when Naspers/Prosus is strong, Firstrand and MTN is weak. This is a favoured HF trade. The opposite applies. Be open to exploiting this relationship to generate cash flow. Watch Tencent in Hong Kong. Adverse moves may guide on the direction for NPN/PRX. Watch BABA in pre-market (US). Adverse moves may guide on the direction for NPN/PRX. The most volatile i.e. cash generative period is from 9-11am (London/European open) as well as from 3-5pm (US market open). Leading sectors in the US often translate to the following day European session. If energy (XLE) is strong, then Sasol will most likely follow suit (or not). Use AUDJPY as a leading indicator for risk. Historically, the pair has been a clear guide to short and medium term sentiment. Lester Davids Analyst: Unum Capital

TESTING TARGET LEVELS The current bull trend is maturing and should top out around current target resistance of TA1/K. Downside to S0 and towards S1* off TA1/K will be phase 4 of the larger bull trend. Further eventual gains to new highs and T2 should complete the overall bull trend. Short term: Any further interim upside should be limited to K with downside potential to S0 Important levels: • A break of S1* will neutralise the longer-term bullish bias. Conviction: Medium

DOWNSIDE TO 1.0530 SEEMS LIKELY The illustrated view of KL downside to SA1**, followed by gains to R3, remains valid. This should be part of the larger R3/SA1** consolidation phase. The PQ defined gains seems corrective, supporting the interim view of downside off the R0/R1* resistance area to SA1**. This move will likely complete the KL formation. Important SA1** support is expected to hold during KL defined downside, followed by meaningful gains back to R2 and R3. The negation level for the expected bear phase is at R1*. This will pivot the pair to a larger bullish potential to R2. Target and Re-assessment Levels: Important Levels: SA1** and R1* Primary Trend and Target Levels: Gains off SA1** to R2 and R3 Monthly Range: K/L Prevailing Trend and Target Levels: Downside off R1* to SA1** Technical Rating: Medium

CONSOLIDATION WITHIN THE BULL TREND Medium-term: The illustrated view of a major bull trend to T1 and T2 after the break above P/S2, remains valid. The expected correction off R1* is materialising, potentially as phase 4 of the 1,2,3,4,5-bull trend. Overbought conditions are being addressed with the current correction. Further R1*/S1* ranging is, however likely before a return to the larger bull trend. The pivot level for the bullish outlook is at S1*. A break of R1* will activate the upside potential. Target and Re-assessment levels: Important Level/s: R1* and S1* Primary Trend: Bull trend to T1 and T2 over time. Prevailing Trend: R1*/S1* consolidation. Monthly Range: R1*/S0 Technical Rating: Medium

The market overview serves as a comprehensive snapshot of the financial markets, providing a summary of various asset classes, sectors, and indices. Its primary purpose is to showcase the performance of different financial instruments over a specific period.

Introduction When it comes to investing in shares, it's crucial to be armed with the right tools and knowledge to make informed decisions. One of the most important metrics that investors use to assess the risk and return potential of equities is beta. Beta is a numerical value that measures the sensitivity of a share's price movements relative to changes in the broader market. We will delve into the concept of beta and explore its significance for share investors. What is Beta? Beta, often denoted as "β," is a statistical measure used in finance to quantify the volatility or systematic risk of a share compared to the overall market. The market, in this context, is typically represented by an index, such as the Top 40 index. The beta value indicates how much a share's price is expected to move concerning the market's movements. It helps investors understand how closely the share's performance is tied to the market's fluctuations. Interpreting Beta Values β = 1: If a share has a beta of 1, it moves in perfect correlation with the market. Its price tends to rise or fall by the same percentage as the market index. Such shares are considered market-neutral in terms of volatility. β < 1: A share with a beta below 1 is less volatile than the market. In other words, it is expected to have smaller price swings than the overall market. These shares are often referred to as defensive equities and are perceived to offer a more stable investment option. β > 1: A share with a beta above 1 is more volatile than the market. It tends to experience larger price movements, both upward and downward, compared to the market index. These shares are considered aggressive or growth-oriented investments. Risk and Return Relationship Beta plays a crucial role in determining the risk and return profile of a share. Typically, higher beta shares offer the potential for greater returns but also come with higher risk. Conversely, lower beta shares may have more modest returns but tend to be less risky and more stable during market downturns. For example, if Share A has a beta of 1.5, and the market (represented by an index) increases by 10%, Share A might be expected to rise by 15% (1.5 times the market return). Conversely, if the market falls by 10%, Share A could be anticipated to decline by 15%. How to Use Beta in Investment Decisions Diversification: Beta can help investors build a diversified portfolio. By combining shares with different beta values, investors can offset the risk of high-beta shares with the stability of low-beta shares. Risk Management: Beta assists in assessing the level of risk an investor is willing to undertake. Conservative investors might opt for low-beta shares, while those seeking higher returns might favour high-beta shares. Market Timing: Understanding beta can help investors make better decisions about when to buy or sell a share. During a bullish market, high-beta shares may outperform, while during a bearish market, low-beta shares may hold up better. Limitations of Beta While beta is a valuable metric, it does have some limitations: Historical Data: Beta is based on historical price movements, and the past may not necessarily predict future performance accurately. Market Conditions: Beta assumes that market conditions will remain constant, which is often not the case. Single-factor Metric: Beta considers only market-related risk and does not account for other factors like company-specific events or changes in industry dynamics. Conclusion Beta is a useful tool for investors to gauge the volatility and risk associated with a particular share relative to the overall market. It aids in constructing a well-balanced portfolio and managing risk according to individual investment goals and risk tolerance. However, beta should not be the sole factor in investment decisions, as it's essential to consider other aspects of a company's fundamentals and the broader economic environment to make well-informed investment choices. As with any investment analysis, it's prudent to conduct thorough research. Top 40 share beta and selected markets: The chart below highlights the top 10 and bottom 10 changes in betting trends for the selected markets, providing a comprehensive overview of the most significant shifts. Download the Excel file here:

What is a Heatmap? A heatmap is a graphical representation of data where individual shares are represented as colours. In this context, the heatmap below shows the top 60 JSE (Johannesburg Stock Exchange) shares by value traded and their percentage daily change. Share Tickers: Each block or cell in the heatmap is labelled with a ticker symbol, representing a particular share on the JSE. For example, "IMP" or "NPN" are tickers for specific companies listed on the JSE. Axes: The x-axis depicts the "Percentage Change", spanning from negative to positive values. It reflects the day-to-day fluctuations in a share's price, with positive values signifying an uptick in share price value and negative ones denoting a decline. Block size: The size of each block signifies the "Value Traded" for a particular share in a day. "Value Traded" denotes the total monetary amount of a specific share exchanged on the equity market within a given day. It is determined by multiplying the volume of shares traded with their average trading price for that day. Formula: Value Traded = Number of Shares Traded × Average Trading Price of the Share This metric is pivotal as it sheds light on the liquidity and activity surrounding a specific share. A higher value traded typically signifies increased interest and engagement with that share for a multitude of reasons. Conversely, a lower value traded might suggest diminished interest or activity in that particular share. How to Use the Heatmap: When analysing equity markets, both the "value traded" and the direction of the share price movement (percentage change) can provide critical insights into the sentiment and behaviour of traders and investors. High Trading Volume with Rising Share Price (larger block sizes and darker shading of green): Interpretation: This typically indicates a strong buying interest in the share. A higher volume of shares being traded, combined with an upward movement in price, suggests that the demand for the share is outstripping supply. This can be due to positive news about the company, better-than-expected earnings reports, or any other factor that boosts traders' and investors' confidence in the share's future performance. Possible Implications: The share may be in a bullish phase. This scenario might attract more market participants who want to capitalise on the upward trend, further pushing the price up, at least in the short term. However, traders and investors need to be cautious about potential overvaluations. High Trading Volume with Declining Share Price (larger block sizes and darker shading of red): Interpretation: This indicates strong selling pressure. Even though a large volume of shares is being traded, the fact that the price is declining suggests that there is more supply than demand for the share. Reasons can include negative news about the company, disappointing earnings reports, or broader negative market or sector trends. Possible Implications: The share might be in a bearish phase, signalling a potential downtrend. This can cause panic selling among market participants, which might further depress the share price. On the other hand, some market participants might see this as an opportunity to buy the share at a discounted price, anticipating a future rebound. High Trading Volume with Minimal Price Fluctuation (larger block sizes with a beige shading): Interpretation: When there is a large value traded with minimal share price movement, it suggests that there is equilibrium between buyers and sellers: A high trading volume with little change in price indicates that there is a balance between buying and selling pressure. For every trader or investor eager to sell, there is someone equally willing to buy at nearly the same price. Possible Implications: The share could be in a consolidation phase, where it is finding a stable price range after a period of significant upward or downward movement. This phase can often precede a breakout in either direction, depending on subsequent news or market sentiment. The share might be trading near a strong support (a price level where a share tends to find buying interest) or resistance level (a price level where selling interest tends to surface). Even with high trading volumes, the share might struggle to break these levels, leading to minimal price movement. Low Trading Volume with Significant Price Swing (Either Direction) (small block sizes with either a darker shading of green or red): Interpretation: When there is a small value traded combined with significant share price movement either upwards or downwards, the share might not be highly liquid, meaning there are not many shares available for trading. In such cases, even small buy or sell orders can cause disproportionate price movements. Possible Implications: Shares that are thinly traded or have low trading volumes can be more volatile, leading to larger price swings with fewer shares being exchanged. The share might be highly sensitive to specific news or events. Even if only a few traders and investors react to the news, it can cause a significant price movement due to the low volume of trades. Low Trading Volume with Minimal Price Fluctuations (small block sizes with a beige shading): Interpretation: There might be a general consensus about the share's value among the few participants, leading to little price movement. In the absence of any significant news or events related to the company or its industry, traders and investors might have no strong incentive to buy or sell, resulting in low trading volume and stable prices. Possible Implications: Market participants could be on the sidelines, waiting for a clear indication or event that might dictate the share's future direction. Until such an event occurs, there may be limited trading activity and minimal price change. The nearly unchanged price with low volume might indicate that the market is indecisive about that particular share at the moment, with no strong bullish or bearish sentiment driving it. Conclusion: When the bulk of the blocks are sizable and green, it signifies a largely upbeat market day, underscored by heightened trading activity. These shares could be potential candidates for a long position. On the other hand, if a majority of blocks are red and indicate robust trading, the market seems to have tilted towards a negative trend, suggesting possible short-sell opportunities. For shares represented by beige blocks, whether large or small, it might be prudent to exercise caution or steer clear In all the scenarios presented, it is crucial to consider other market indicators and conduct a comprehensive analysis before making investment decisions. External factors, such as macroeconomic conditions, industry trends, and geopolitical events, can also influence share price movements and trading volumes.

Introduction In the world of share trading, understanding correlation is vital for making informed investment decisions and managing risk effectively. Correlation plays a crucial role in assessing how different shares or assets move in relation to each other, providing insights into portfolio diversification, risk management, and potential investment opportunities. We will explore the concept of correlation in share trading, its importance, and how traders and investors can leverage this knowledge to improve their strategies. What is Correlation in Share Trading? In share trading, correlation refers to the statistical relationship between the price movements of two or more shares or assets. When two shares have a positive correlation, they tend to move in the same direction – when one share's price increases, the other share's price also increases. On the other hand, a negative correlation indicates that two shares tend to move in opposite directions – when one share's price increases, the other share's price decreases. Finally, if two shares have a correlation close to zero, it suggests that their price movements are not significantly related. Measuring Correlation in Share Trading The most common method of measuring correlation between two shares is by using the Pearson correlation coefficient, just like in general statistics. The correlation coefficient ranges from -1 to 1, with the same interpretation as before: r = 1 indicates a perfect positive correlation, where the two shares move in complete harmony. r = -1 indicates a perfect negative correlation, where the two shares move in opposite directions. r ≈ 0 indicates little to no correlation, suggesting that the two shares have independent price movements. Importance of Correlation in Share Trading Understanding the correlation between different shares is crucial for several reasons: Diversification: Correlation helps traders identify assets that have low or negative correlations with each other. Diversifying a portfolio with assets that are not highly correlated can help reduce overall risk. When some assets decrease in value, others might increase, which can mitigate losses. Risk Management: High correlations among shares can increase the overall risk in a portfolio. If all shares in a portfolio are positively correlated, they are more likely to experience simultaneous declines during market downturns. By knowing the correlation between holdings, traders can optimise their portfolios to manage risk more effectively. Identifying Investment Opportunities: Traders can use correlation analysis to identify potential investment opportunities. For example, if they notice a positive correlation between two shares, they might consider one as a proxy for the other. If the correlation is negative, they may see a hedging opportunity to protect against price declines. Sector Analysis: Correlation analysis can help traders understand the broader movements within specific sectors or industries. For example, in a technology-heavy sector, many shares might be positively correlated, and understanding this can influence investment decisions within that sector. Limitations of Correlation in Share Trading While correlation is a valuable tool, it has its limitations: Changing Market Conditions: Correlations between shares can change over time due to shifts in market dynamics, economic conditions, or company-specific events. Traders need to monitor correlations regularly and be prepared for them to evolve. Limited to Linear Relationships: Correlation measures linear relationships between variables. Some shares may have non-linear relationships, making it important to consider other forms of analysis alongside correlation. Causation Concerns: As always, it's essential to remember that correlation does not imply causation. Just because two shares are correlated does not necessarily mean that one share causes the price movement of the other. Conclusion In share trading, understanding correlation is a powerful tool for making informed decisions, managing risk, and optimising investment portfolios. By analysing the relationship between different shares, traders can diversify their portfolios effectively, identify hedging opportunities, and navigate changing market conditions more intelligently. However, correlation should always be used in combination with other forms of analysis, and traders must be cautious about drawing causal conclusions solely based on correlation. With a solid understanding of correlation, traders can navigate the dynamic world of share trading with greater confidence and success. Top 40 share correlation and selected markets The chart displayed below illustrates the most significant changes in correlations between various markets over the past 10 days. This detailed analysis highlights the dynamic relationships and interdependencies among different financial markets, offering valuable insights into recent trends and shifts in market behavior. By examining these correlation changes, traders, investors and analysts can better understand the evolving landscape and make more informed decisions. Largest Positive Changes in Correlation (Last 10 Days): Ticker Ticker GRT USDZAR 0.8 USDZAR GRT 0.8 ANH AMS 0.7 AMS ANH 0.7 ANG BHG 0.7 Largest Negative Changes in Correlation (Last 10 Days): Ticker Ticker GRT ABG -1.2 ABG GRT -1.2 GRT NED -1.2 NED GRT -1.2 MTN PRX -1.0 Download the Excel file here:

What is a Heatmap? This heatmap displays value trader data regarding the top 60 JSE (Johannesburg Stock Exchange) shares. It depicts how their last value traded compares to their average daily value traded over the last 20 days. Share Tickers: Each block or cell in the heatmap is labelled with a ticker symbol, representing a particular share on the JSE. For example, "IMP" or "NPN" are tickers for specific companies listed o the JSE. Axes: The x-axis represents the "Percentage of Average Value Traded", ranging from zero to positive percentages. It illustrates the daily variations in a share's trading volume (value traded), where increased positive values indicate an increase in the value of shares traded. Block size: The size of each block signifies the "Value Traded" for a particular share in a day, compared to its 20-day value traded, expressed as a percentage. The greater the block size, the more significant the increase in value traded. Furthermore, blocks with a reddish hue indicate that the value traded is associated with a volume spike. In essence, a volume spike refers to a sudden and notable increase in the number of shares traded in a short period, often signalling heightened traders and investor interest or activity in that particular share. "Value Traded" denotes the total monetary amount of a specific share exchanged on the equity market within a given day. It is determined by multiplying the volume of shares traded with their average trading price for that day. Formula: Value Traded = Number of Shares Traded × Average Trading Price of the Share Average Value Traded Per Share, is the average of the daily traded values for the last 20 trading sessions. It provides a more stable measure to compare against a single day's value traded. Formula: Percentage of average value traded = Value traded for one day ÷ 20-Day Average Value Traded How to Use the Heatmap: The presence of various colors from blue to red suggests that there's a diverse trading behavior among the top 60 JSE shares. Some share are experiencing a surge in trading activity, while others are seeing less than usual. The shares in the red zone might be experiencing significant events, news, or developments leading to heightened trader and investor interest, resulting in higher trading volumes. Conversely, the shares in the blue zone could be in a consolidation phase, or there might not be any significant news driving the share, leading to decreased interest and trading activity. Interpretation Liquidity Indicator A higher average traded value suggests that the share is more liquid, meaning it can be bought or sold in larger quantities without causing significant price movements. This can be beneficial for large institutional investors who need to make big trades without impacting the price too much. Trader and Investor Interest A sudden spike in the daily value traded compared to the 20-day average can indicate heightened trader and investor interest, either due to recent news, earnings announcements, or other market events. Value Traded Per Day > 20-Day Average (large red blocks): When the value traded on a particular day is significantly higher than the 20-day average, it could signify increased buying/selling activity. This could be due to recent positive/negative news, earnings beats/misses, or sector-specific developments. Such spikes warrant further investigation into why traders and investors are showing increased interest. Value Traded Per Day < 20-Day Average (large blue blocks): If the value traded on a particular day is much lower than the 20-day average, it might indicate decreased interest or a potential consolidation phase. In such cases, traders and investors might be in a "wait and watch" mode, or there might not be any significant news driving the share. Consistency (small red and blue blocks) If the daily traded value remains consistently close to the 20-day average, it suggests stability in the share's trading patterns. However, small red blocks signify that traded values for these shares are also higher than their respective averages. Conclusion This heatmap provides a visual snapshot of the trading activity of the top 60 JSE shares relative to their average daily values. Traders and investors can use such visualisations to quickly identify shares with abnormal trading volumes, which might warrant further investigation or present potential trading opportunities. In all the scenarios presented, it is crucial to consider other market indicators and conduct a comprehensive analysis before making investment decisions. External factors, such as macroeconomic conditions, industry trends, and geopolitical events, can also influence share price movements and trading volumes.

Introduction: This graph is a scatter plot presenting volume analysis for the Johannesburg Stock Exchange (JSE). The horizontal axis (x-axis) represents the "Volume multiple of the last 200 trading days", indicating how much the volume of the day’s trading compares to the average of the last 200 days. A value of 1 would mean the volume is equal to the 200-day average, values greater than 1 mean more than average volume, and values less than 1 mean less than average volume. The vertical axis (y-axis) shows the "Percentage daily change", which represents the percentage change in the share price compared to the previous day. Positive values indicate an increase in share price, while negative values indicate a decrease. The points on the graph are labelled with ticker symbols representing different companies. Points above the horizontal axis represent shares that have increased in price, and points below it represent shares that have decreased in price. Similarly, points to the right of the vertical axis represent shares with higher trading volumes than the average, and points to the left represent shares with lower-than-average trading volumes. Interpretation: Shares in the upper right quadrant (green dots) could be considered strong performers as they are experiencing both a high volume of trading and an increase in price. This could indicate positive investor sentiment and possibly a good buying opportunity if the momentum is expected to continue. Shares in the lower right quadrant (red dots) might be experiencing a high volume of trades but are decreasing in price. This could signal a selling pressure or negative sentiment, and investors might want to investigate further before making a decision, as they could represent either a potential for buying at a lower price (if the fundamentals are solid) or a risk if the price continues to decline. Shares in the lower left quadrant (red dots) are seeing both lower volumes and a decrease in price, which could be a sign of weak investor interest or a negative outlook, suggesting caution. Shares in the upper left quadrant (green dots) are experiencing an increase in price despite trading at lower volumes, which could indicate undervalued opportunities but also might suggest lower confidence among investors, thus these would require careful analysis. Before making any investment decisions, it is important to consider other factors beyond just the volume and price change. These can include fundamental analysis of the company's financial health, news, industry trends, and overall market conditions. Additionally, past performance is not necessarily indicative of future results. Always conduct thorough research.