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VIEW RETAINED FOR AN IMPULSIVE BULL PHASE TO UNFOLD. The preferred view of a bull trend to RA2*, followed by an impulsive downside to S2, remains valid. The longer-term view is for wide-ranging conditions between RA2* and S2 during the initial part of 2024. The interim expected phase B bearish correction off R1 and approaching the pivotal S0* level. The final phase C upside to RA2* is likely to become a meaningful top, followed by a 1,2,3,4,5-bear trend to S1 and S2, as illustrated. S0* remains the pivotal level for the view. A breach of this level would signal a reversal in the overall bullish sentiment and trend bias with extended downside potential to S1/S2. Target and Re-assessment Levels: Important Levels: RA2* and S0* Primary Trend and Target Levels: Gains to RA2*, then down to S2 Monthly Range: R1/S0* Prevailing Trend and Target Levels: Bullish reversal on a test of S0* Technical Rating: Medium

Notable is a page dedicated to fast-paced, running research commentary intended to alert to client to a potentially significant level or development, mainly from a technical perspective. Furthermore, the content gives clients access to the analyst's perspective of an instrument which can help in preparing for a potential trading opportunity. The research insights below represent my views thus far today. Additional insights may be added where applicable. To trade, or open a new account, contact the Unum Capital Trading Desk: E-mail: tradingdesk@unum.co.za | Call: 011 384 2923 Lester Davids Analyst: Unum Capital ➡️ Tuesday 06-February-2024, 08h54 | BKNG Booking Holdings ($3625) | The consolidation and positive candle structure at multi-month highs may support the start of a pre-earnings advance and the break out of the range to the upside. Booking Holdings is the world’s leading provider of online travel and related services. To view the chart, click here => https://www.tradingview.com/x/GmaGgmvp/ ➡️ Tuesday 06-February-2024, 06h52 | Offshore | Palantir Technologies (PLTR) reported results overnight, surging by 17% in after-hours trade / Ferrari (RACE) - which was also highlighted separately as a trade idea, reached €360 from €315 at the time of being highlighted (+14%) / DraftKings (DKNG) is higher by 24% since being highlighted / Thales (HO), which is listed on France's CAC 40 Index traded higher to test €142before retracing, with the last close at €134.95. Below are the original charts, which were highlighted on the telegram group (09-Jan) and on the website (10-Jan) ➡️ Tuesday 06-February-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close. ➡️ Tuesday 06-February-2024, 06h30 | SLM Sanlam Ltd | Potential upside continuation trade should we see improving candle structure. Gradual upward trend, with relative strength versus the broader market. ➡️ Tuesday 06-February-2024, 06h30 | CPI Capitec Bank | The share has been consolidating at all-time highs, with a sideways trading range having developed since November. While tactical, ultra short term opportunities have developed, the broader structure remains bullish, with the price trading above it's 200-day SMA (and not overly extended) as well as above it's 50/100-day EMA range. Strong price action, with a print above R2055 could be a 'technical catalyst' for further upside momentum. Laos note yesterday's above-average volume. Clients were alerted to a medium term opportunity in Capitec Bank in May 2023 near R1320, with the weekly chart structure presented at the time - the original chart is also shown below. (The structure is similar to BID Corp in recent weeks). CPI as of yesterday's close: CPI Capitec Bank (Weekly Chart) as presented to clients in May 2023 ➡️ Tuesday 06-February-2024, 06h30 | BVT Bidvest Group | I have been bearish on Bidvest since mid-August when the share traded around R270 (view published to clients - see original chart below), with the price eventually trading above R290 before reversing it's gains. The bearish structure looks set to continue with the following noted: (1) price below the 200-day SMA (2) price below the 50/100-EMA range (3) bearish MACD cross below the centre line (4) pending breach of incline support. ➡️ Tuesday 06-February-2024, 06h30 | SNPS Synopsys | In The Money (+8%) / Approaching Target / 6-Week High ➡️ Tuesday 06-February-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. ➡️ Tuesday 06 February 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. ➡️ Monday 05-February-2024, 06h30 | TALKING POINTS | January payrolls data (353k vs 185k expected) dial back expectations for a March interest rate cut | US Dollar & Interest Rates Surge | S&P 500 Closes At Record High | Consumer Staples Show Relative Strength (In Line With Late December Screens) | Selected Technology Shares Rally Amid Strong Earnings | EM Currencies Weaker As USD Gets Bid | Utilities & Real Estate Underperform On Higher Yields | JSE Gold Shares Reverse Gain From Short Term Overbought Conditions. ➡️ Monday 05-February-2024, 06h30 | S&P 500: Stats Underneath The Surface Record Highs, However, Here Are Some Statistics To Consider: ➛ Only 64% of shares are trading above their 50-day moving average versus 91% on 02-January. This is a bearish divergence. ➛ Only 70% of shares are trading above their 200-day moving average versus 78% on 02-January. This is a bearish divergence. ➛ The Equity Risk Premium is at it's lowest level since 2021 ➛ The percentage of shares with RISING moving averages is starting to roll over. ➡️ Monday 05-February-2024, 06h30 | Technical Summary: Mid & Large Caps, as of Friday's close. ➡️ Monday 05-February-2024, 06h30 | Strategy Screen (Medium Term 2 to 4 weeks): | Kumba Iron Ore (KIO) and Standard Bank (SBK) | "Attempting to rebound with a range. Buy/long on strong bids near the highs of the range" . *A strategy screen is a filter derived from my Tactical Trading Guide which aims to highlight a share's technical position or groups certain shares according to their technical reading on the same time frame. The readings are subject to change, based on the subsequent price action/price development. The tickers are highlighted in the column to the far left. ➡️ Monday 05-February-2024, 06h30 | BID Bid Corp | The share reached an all-time high on Friday with a print of 47807c. The positive price action development is welcomed considering that clients were alerted to the potential for new highs on 09 January at a price of 41598c (pre-market). Friday's pre-market technical rating for the share showed an OVERBOUGHT condition (see Friday's technical summary), with the Tactical Trading Guide also stating the following for the short term: "Aggressive buying but overbought on the lower time frame. Expect a consolidation or a minor retracement". Friday's candle structure may be reflective of this reading with a 'dark cloud cover' candle formation being printed by the close of the session. Bottom Line: Following the expansive move from 41598c (+14.9%), the buy/long reward-to-risk is less favourable. Monday 05-February-2024, 06h30 | MNP Mondi Plc | The unwind from overbought conditions has continued, with the share reaching it's lowest level since 29 November. The 8 and 21-EMA has been breached to the downside while both of these Exponential Moving Averages have started to turn lower. Also note that support of the 50-EMA has been lost. What's Next? The next first level of support is the 200-day Simple Moving Average (SMA) which is situated at around 31486c at the Friday's close. This level is also in line with the previous consolidation zone which developed in the second half of the month of November. Monday 05-February-2024, 06h30 | LHC Life Healthcare | Failure To Follow Through (Approaching Stop-Loss). The buy/long trade idea hasn't lived up to expectations, with the share having rolled over in recent sessions. Monday 05-February-2024, 06h30 | SAP Sappi | Buy/Long Target Exceeded As JP Morgan Upgrades To Overweight (OW). Monday 05-February-2024, 06h30 | GFI Gold Gold Fields | The share is +30% from R227/228 buy level (discussed on the telegram group on 10 January). On Thursday and Friday the share traded in an OVERBOUGHT range (see previous days' technical summary) which meant that the reward-to-risk was less appealing that seen at lower levels. Friday we saw a classic 'gap fill' and retrace on the back of a strong USD (due to non-farm payrolls) which resulted in a pull in the price of Gold. Friday's pre-market The Tactical Trading Guide also stated the following: "Very strong move, buyers in control, but don not chase (i.e. buy at current levels). The share may fail at an attempt to hold it's previous session highs which would be an opportunity to sell/short back to the 8-EMA". My next level of interest is the 21/50-EMA (currently around R261-R263). Monday 05-February-2024, 06h30 | US Trucking Stocks | The sector has been appearing on my screeners since mid-December which was a the reason why I published a buy/long idea on SAIA (now up more than $100 from $426 to $543 (+25% over the 6 weeks). In addition, the setup on Old Dominion Freight Lines (ODFL) continues to appear attractive while JBHT (JB Hunt) is showing strength at the upper range of it's consolidation range. JB Hunt Transport (JBHT) - Market Cap: $21bn - Buy/Long Candidate Monday 05-February-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. Monday 05 February 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Friday 02-February-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close. Friday 02-February-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. Friday 02 February 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Thursday 01-February-2024, 14h25 | RACE Ferrari: Update. This morning the group reported it's results for the full year and fourth quarter. Today the share is higher by over 5.5% and is apporaching the technical target. Thursday 01-February-2024, 13h46 | TRU Truworths: This morning TRU was in the overbought category and on an intraday basis, is failing to hold it's prior session high range. Note that it's also trading at the upper boundary of it's 50-day standard deviation linear regression channel. Reduce buy/long risk. Thursday 01-February-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close. Thursday 01-February-2024, 06h30 | REM Remgro: Strong candle structure (also closing above the 5-day range highs), on volume. Bias: Buy/Long. Thursday 01-February-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. Thursday 01 February 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Wednesday 31-January-2024, 16h20 | Invesco QQQ Trust (QQQ) | Pre-market weakness in technology stocks will see the ETF open lower (below the 8-EMA but above the rising 21-EMA). The 21-EMA is also in line with the previous breakout level and could act as a tactical support zone for active traders looking to take advantage of near term weakness. The primary trend remains up with the price above it's rising 21 and 50-EMA however, the distance versus the 200-day SMA is a medium term concern. Wednesday 31-January-2024, 14h44 | CFR Richemont | The share has seen a sharp rally following the 'piercing candle' setup which was highlighted in the short term oversold range. Today we seeing the development of a bearish engulfing candle formation which was developed within an overbought range. This may signal a slowdown in the short term upward momentum with a retracement back to the previous breakout level or to the mid-point of the 8-21 EMA. The R2660 range is a likely re-entry for active traders looking to buy on the pullback. Wednesday 31-January-2024, 10h32 | GFI Gold Fields | The share is failing to hold yesterday's highs, with today's weakness being in line with the reading as per the pre-market Tactical Trading Guide. The share remains above the 8-day EMA which could provide a short term level of support. Wednesday 31-January-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close. Wednesday 31-January-2024, 06h30 | Strategy Screen: Montauk Renewables (MKR) and Sasol (SOL). *A strategy screen is a filter derived from my Tactical Trading Guide which aims to highlight a share's technical position or groups certain shares according to their technical reading on the same time frame. The readings are subject to change, based on the subsequent price action/price development. Wednesday 31-January-2024, 06h30 | DSY Discovery Holdings | Strong reversal + short term upside follow-through with the share reaching an intraday high of 14300c from the signal at 13279c (+7.6%). Two signals at the time: (1) doji candle formation + buy signal via the Tactical Trading Guide (shown below). Well done to all who traded it. The original and follow-up charts are shown below: Wednesday 31-January-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. Wednesday 31 January 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Tuesday 30-January-2024, 15h49 | S&P 500 Index Future (ES1) | Two items to note: (1) trading at the upper boundary of a multi-month channel (could encounter resistance) + (2) analyzing the multi-time frame regimes, I note that the index is nearing overbought conditions on multiple time frames. Tuesday 30-January-2024, 13h29 | OMU Old Mutual Strong candle structure at the upper boundary of a short term trading range. Buy/Long Trigger +1235c. Tuesday 30-January-2024, 13h13 | ANH Anheuser Busch-Inbev | My last idea on the share was a buy/long on 06 July at R1065. The recent high was R1237 on 11 January (+16% ungeared). At current levels, the share may be setting up for higher levels with the price potentially emerging from a consolidation range. Tuesday 30-January-2024, 12h49 | Ferrari (RACE): Buy/Long Setup on trigger. Tuesday 30-January-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close. Tuesday 30-January-2024, 06h30 | CPI Capitec Bank | Most recently I published a sell idea however, the share traded higher, testing the stop-loss. We may now be starting to see weakness emerging. The share is trading at the mid-point of it's 200-day linear regression channel. The bearish divergence is being reflected via the share price which has started to weaken while the bearish MACD crossover supports a potential bearish reversal. Also note the short term trend line support at risk. A breach of this level could see the share test the lower boundary of the linear regression channel (around R1820). Tuesday 30-January-2024, 06h30 | HAR Harmony Gold | A 'TAKE NOTE' CANDLE. Yesterday's pre-market reading for the share is shown below. The short term (1-10 day reading) stated that buying has been aggressive and that it is overbought on the lower time frame. It also states that traders should expect a consolidation or a minor retracement. By the end of the day, the candle reflected sellers taking control of the session. Tuesday 30-January-2024, 06h30 | Standard Deviation | 3 Shares That Are Trading At the Lower Boundary Of Their 50-Day Linear Regression Channels: MCG, MTN, VOD Tuesday 30-January-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. Tuesday 30 January 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Monday 29-January-2024, 06h30 | Technical Summary: Mid & Large Caps, as of Friday's close Monday 29-January-2024, 06h30 | Insurers: Tight Consolidations In MTM and SLM | "From contraction comes expansion" - is this what we'll see in MTM and SLM? Both names have been in a gradual upward trend and are consolidating just below 52-week highs. To support a potential move higher, positive candle structure would have to be maintained, combined with elevated volume and a break of the range highs. Monday 29-January-2024, 06h30 | ABG Absa Group | My goal is to identify and convey the most relevant information that will lead to actionable opportunities. While I do publish the Tactical Trading Guide, there are times when a reading is worth highlighting due to the significance of the opportunity at hand. On 11 December, the reading for Absa Group pointed to a potential buy, with all three time frames being in favour of a near term rebound. The readings at the time are shown in the image below. We have since seen the share find a base and on Friday, print a massive candle which may be reflecting strong buying interest. Reading from Tactical Trading Guide for 11 December (ABG) ABG Chart as of Friday's close: Strong follow-through since the above signals on 11-December. Monday 29-January-2024, 06h30 | CFR Richemont | The strong rally off the channel support continues as the luxury sector sees 'green shoots'. After a +24% rally, the short term reward-to-risk does not appear to favour buyers. The reading from the Tactical Trading Guide as of Friday's close is shown below: Monday 29-January-2024, 06h30 | Piercing Candles With Strong Bullish Reversals | On 17-January I pointed out very appealing technical setups in CFR, BHG, TFG and KIO. We have subsequently seen strong bullish reversals for these piercing candle formations. Below are the original charts, followed by the chart at Friday's close. Well done all who traded these setups. CFR, KIO, TFG, BHG Original Charts - 17 January. CFR, KIO, TFG, BHG Follow-up charts as of Friday's close. Monday 29-January-2024, 06h30 | Strategy Screen: AIL and LHC (Long Term 5 to 8 Weeks). *A strategy screen is a filter derived from my Tactical Trading Guide which aims to highlight a share's technical position or groups certain shares according to their technical reading on the same time frame. The readings are subject to change, based on the subsequent price action/price development. Monday 29-January-2024, 06h30 | Brent Crude Oil is higher by $9 or +11% since adding back risk on 07 December. Points 1, 2 and 3 denotes my commentary around the commodity: (1) add risk, (2) reduce risk and (3) add risk. My comment as per the telegram group is shown below, followed by the updated chart. Monday 29-January-2024, 06h30 | Sticking with energy, three offshore names that I published on Friday pre-market were Energy Transfer (ET), Western Midstream Partners (WES) and Valero Energy (VLO). All three coming via a custom technical screener. Monday 29-January-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. Monday 29 January 2024, 06h30 | JSE Relative Sector Regimes, as of Friday's close. Friday 26-January-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close Friday 26-January-2024, 06h30 | TRU Truworths | UPDATE: The share traded into my provisional support zone, finding buyers, followed by a strong bullish reversal from 6697c to 7570c (+13% ungeared). The original and follow-up charts are shown below: Friday 26-January-2024, 06h30 | MRP Mr Price | The recent reading is another example of how useful the Tactical Trading Guide continues to be, with upside follow-through and a massive rally. I only returned to work on Friday 05 January however having reviewed the Tactical Trading Guide for the previous day (Thursday, 04 January), the reading was as follows: "Broadly a weak to sideways consolidation. The share has recently been sold. Expect a small rebound." The timestamped reading from the TTG is shown below, with the marking reflected on the chart. In case you missed it, the following article highlights actual examples from the Tactical Trading Guide. Click Here To Read It: Friday 26-January-2024, 06h30 | Vodacom | Yesterday the share traded close to the R90 target I discussed on Monday 15 May 2023. The original slide from the is shown below. Previously, I published VOD as a sell above R120 (22 March 2023) Friday 26-January-2024, 06h30 | MNP Mondi Plc | The share has rebounded strongly, testing a high of R350 during yesterday's session. On Monday 15 January I present R327 to R331 as a provisional buying level, a which the share tested during Wednesday's session. The original and follow-up charts are shown below: Friday 26-January-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. Friday 26 January 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Thursday 25-January-2024, 07h31 | Talking Points | China-related equities continuing it's bullish reversal following the stimulus announcement | MONEY FLOW: Selected non-China related equities (both ZAR hedge and local) seeing muted price action on relative basis | Clothing retailers rebound from short term oversold levels (WHL +4% in line with yesterday's pre-market tactical trading guide (short term) | MRP Mr Price has released it's trading update this morning for the 13 weeks ended 30-Dec. At the top line, Group retail sales grew 9.9% to R13.2bn and comparable store sales increased by 4.1%. Thursday 25-January-2024, 07h11 | Coronation Fund Managers (CML): Strong price action around support. Also see the medium term (2 to 4 weeks) and long term (5 to 8 weeks) trading time frame readings. Thursday 25-January-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close Thursday 25-January-2024, 06h30 | AMS Anglo American Platinum | Strong candle structure to close near the highs of a six-day trading range + above-average volume. Needs to hold the range highs near R850 for further upside reversal potential. Thursday 25-January-2024, 06h30 | APN Aspen Pharmacare | Year-to-date, the Tactical Trading Guide reflected that APN was overbought on the medium and long term TRADING time frames. In recent days the share has been unwinding from overbought levels with the prior breakout level is the provisional focus range. Note that this range (R179 to R181) is also in line with the gradually 200-day moving average which could offer a level of short term support. Trading levels are subject to change as the price action develops. Thursday 25-January-2024, 06h30 | GFI Goldfields | One of the benefits of being a client of Unum capital is that you are able to obtain real-time views on market developments. On 10-January we discussed opportunities in the mining space, with GFI being one of the opportunities at the time. From ~R227, we have seen the share rally to test a high of R266 during yesterday's session (a 17% ungeared gain). Now, the gap at 26949c has been closed, with the share remaining string but likely to retrace some of the recent strong move. The Tactical Trading Guide which highlights the 3 major time frames is shown below, followed by the updated chart. Thursday 25 January 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Thursday 25-January-2024, 06h30 | Tactical Trading Guide (Share Commentary): Largest 40 Shares By Market Cap. Wednesday 24-January-2024, 07h41 | BHP Group: Update. Strong jump for the share on the back of the news around Chinese government intervention. Closed at the highs of the day (58797c). Late last week I set a buy level of R560 to R575. The reading from the Tactical Trading Guide as of yesterday's close is shown below, followed by the updated chart. Wednesday 24-January-2024, 06h30 | Impala Platinum (IMP) | The share has traded into the 'first' provisional accumulation zone, with positive price action by the close of yesterday's session. Note the short term reading via the Tactical Trading Guide (1 to 10 days). Wednesday 24-January-2024, 06h30 | Anglo American Plc (AGL) Wednesday 24-January-2024, 06h30 | Woolworths Holdings (WHL) | Where To Buy It Next? Back in August I took the view that WHL was overbought, highlighting the extension above it's 200-week moving average. From near it's peak, with a print of 7789c at the time, the share has come under pressure, with a gradual unwind from those overbought levels. Yesterday the share tested it's lowest level since June with a low of 6347c and a close of 6496c. While oversold conditions are present, lower levels could be at hand with the R58 to R60 being the next level of interest for buyers. Wednesday 24-January-2024, 06h30 | Truworths International Ltd (TRU) | UPDATE: Sticking with the retail theme, TRU reached it's lowest level since August with a print of 6697c, a decline of 18% from the sell/short idea on 06 November. Well done to all who traded this idea. Wednesday 24-January-2024, 06h30 | Thungela Resources (TGA) | The share has offered opportunities on both the buy/long and sell/short side. I marked R186 to R190 as a resistance range while subsequently publishing a buy/long long on 08-Nov at 15234c (target later reached at 16400c). Current View: The share is down at a familiar level of support, that being ~12500c, which was where buyers stepped up in May and August last year. Click Here To View The Chart Wednesday 24-January-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close Wednesday 24 January 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Tuesday 23-January-2024, 07h47 | AECI Ltd (AFE) | Re-tested it's previous breakout level and looking to break above short term downward trend line resistance. Elevated volume and strong candle structure could support a move to around the R119 level. Tuesday 23-January-2024, 07h36 | Lighthouse Properties Plc (LTE) | I discussed the breakout on STXPRO ETF on Monday 18-Dec-2023 and it's been a theme which has continued to see follow-through. Following a strong reversal, LTE has traded in a consolidation range, with above-average volume on Friday and yesterday. The descending triangle is triggered above 762c. Tuesday 23-January-2024, 07h18 | Fortress A (FFA) UPDATE: Now trading +10% on high volume. The original setup was published on Monday 08 January. Tuesday 23-January-2024, 06h30 | Vodacom Group (VOD) Trading in the late stages of a 2-year falling wedge technical formation (positive) however the share is also below a declining 200-day SMA (negative). Medium term: possible development of an inverse head & shoulder since September. Also showing relative strength vs the JSE Top 40 Index. CLICK HERE TO VIEW THE CHART. Tuesday 23-January-2024, 06h30 | Glencore Plc (GLN) High bearish momentum/approaching oversold on the three short term time frames: 2-day, 3-day and 7-day RSI. The conditions point to the potential for an ultra short term rebound. Very similar to the oversold conditions seen on BHG last week. Tuesday 23-January-2024, 06h30 | Technical Summary: Mid & Large Caps, as of yesterday's close Tuesday 23 January 2024, 06h30 | Tactical Trading Guide: JSE Equities. Automated Tool and Strategies are used to identify potential trading opportunities as well as highlight potentially significant technical developments across various time frames. This data highlights readings from the Tactical Trading Guide (Price Action Tool) which covers over 90 shares and which is also available as a live tool via the telegram group. The tool provides automated price analysis of all JSE-listed equities across 3 time frames: short (short term), medium (medium term) and long (long term). Readings are subject to change, based on the development of the subsequent price action. Click here to access the data. Tuesday 23 January 2024, 06h30 | JSE Relative Sector Regimes, as of yesterday's close. Lester Davids Analyst: Unum Capital Research Archive 1 Research Archive 2 Research Archive 3

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 heatmap displayed below presents the constituents of the Top 40 index alongside selected major markets. This dynamic heatmap is updated daily, providing valuable insights. For added convenience, you can download the corresponding data as an Excel file. Stay informed of the latest trends and changes in the market through this user-friendly visualisation. Download the Excel file here:

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 heatmap displayed below presents the constituents of the Top 40 index alongside selected major markets. This dynamic heatmap is updated daily, providing valuable insights. For added convenience, you can download the corresponding data as an Excel file. Stay informed of the latest trends and changes in the market through this user-friendly visualisation. Download the Excel file here:

Introduction In the world of equity market analysis, traders and investors often seek to identify promising investment opportunities by evaluating the performance of various shares. One valuable tool that aids in this analysis is the Relative Rotational Graph (RRG). RRG is a graphical representation that helps investors understand the relative strength and momentum of different shares within a given market or sector. What is a Relative Rotational Graph (RRG)? A Relative Rotational Graph is a visual representation of the relative performance of shares in comparison to a benchmark index or a specific group of shares. The graph plots individual shares as data points and illustrates their movement over time, relative to the benchmark. The positioning of each share on the graph provides crucial insights into its relative strength, momentum, and potential investment opportunities. How RRG Works: The Four Quadrants The RRG chart is divided into four quadrants, each representing different stages of relative performance: Leading (Leading Quadrant): Shares in this quadrant are exhibiting strong relative strength and positive momentum compared to the benchmark. They are outperforming the broader market or sector and are considered leaders in terms of price performance. These shares are regarded as potential Profit takes or Holds candidates. Weakening (Weakening Quadrant): Shares in this quadrant are experiencing a decline in relative strength compared to the benchmark. While they might still be in an uptrend, their momentum is slowing down, and they may be losing some of their leadership positions. These shares are classified as potential Deteriorating candidates or short-selling. Lagging (Lagging Quadrant): Shares in this quadrant are underperforming the benchmark. They are experiencing weak relative strength and may be struggling compared to other shares or the broader market. These shares are classified as potential Avoid candidates. Improving (Improving Quadrant): Shares in this quadrant are showing signs of improvement in relative strength, indicating that they are gaining momentum and starting to outperform the benchmark. These shares are considered as potential Buy candidates. Interpreting RRG for Investment Insights When analysing a Relative Rotational Graph, traders and investors can draw several meaningful conclusions: Identifying Leaders and Laggards: RRG helps investors quickly identify which shares are leading the market's upward trends and which are lagging behind. Leading shares in the Leading Quadrant might be attractive investment candidates, while those in the Lagging Quadrant could warrant closer examination to understand potential weaknesses. Spotting Trend Reversals: A changing position of a share on the RRG can signal a potential trend reversal. For example, a share moving from the Weakening Quadrant to the Improving Quadrant may indicate a shift in momentum and an upcoming upward trend. Diversification Insights: RRG can assist in portfolio diversification by highlighting shares that exhibit a low correlation with the benchmark. Adding shares with diverse movement patterns can help reduce overall portfolio risk. Monitoring Sector Rotations: RRG is especially useful for sector rotation strategies, where investors rotate their investments based on the relative strength of sectors. It helps identify which sectors are currently leading or lagging in the market. Limitations of RRG While RRG is a valuable tool, it is essential to recognize its limitations: Historical Performance: RRG is based on past price data and may not always predict future movements accurately. Not a Standalone Indicator: RRG should be used in conjunction with other technical and fundamental analysis tools for comprehensive decision-making. Volatility Impact: Highly volatile shares may exhibit erratic movements on the RRG, making interpretation challenging. Conclusion Relative Rotational Graphs provide traders and investors with a powerful visual representation of the relative performance of shares compared to a benchmark index or a group of shares. By understanding the quadrants and interpreting the movements of individual shares, investors can gain valuable insights into market trends, identify potential investment opportunities, and optimise their portfolio allocations. As with any investment analysis tool, it should be used alongside other methods and within the context of a well-thought-out investment strategy. Top 40 constituent RRG chart: The updated RRG chart displayed below compares the individual constituents of the Top 40 index against the index itself. This chart undergoes daily updates, and to enhance clarity, various colour backgrounds are utilised for ease of reference. Leading (Leading Quadrant): Green background. These shares are regarded as potential Profit takes or Hold candidates. Weakening (Weakening Quadrant): Yellow background. These shares are classified as potential Deteriorating candidates or short-selling. Lagging (Lagging Quadrant): Red background. These shares are classified as potential Avoid candidates. Improving (Improving Quadrant): Blue background. These shares are considered potential Buy candidates.

Introduction: Relative Price Strength (RPS) is a critical technical indicator used by traders and investors to assess the performance of an equity relative to the broader market or its industry peers. By understanding RPS and incorporating it into their investment strategies, individuals can gain valuable insights into an equity's potential for future price movement. We will delve into the concept of RPS, how it is calculated, and its significance in share trading. What is Relative Price Strength (RPS)? Relative Price Strength, also known as Relative Strength, is a momentum-based metric that evaluates an equity's performance relative to a benchmark index or a group of peers. It is used to identify equities that have outperformed or underperformed in their market or sector over a specified period. RPS Calculation: To calculate RPS, we compare the price performance of a particular share to the performance of a designated benchmark index or a group of shares. The RPS calculation typically involves comparing the price change over a specific time frame, depending on the preference of the trader or investor. The formula for calculating RPS is as follows: RPS = (Share's Price at date x / Share's Price at date y) / (Benchmark's Price at date x / Benchmark's Price at date y) date x = most recent price of the share or benchmark date y = price of the share or benchmark x periods ago Understanding RPS Values: The RPS value is represented as a ratio, and it indicates the stock's relative strength compared to the benchmark or peer group. A value above 1 suggests that the share has outperformed the benchmark or peers, while a value below 1 indicates underperformance. Significance of RPS in Share Trading: Identifying Strong Performers: RPS helps traders and investors identify shares that have demonstrated significant price strength compared to the overall market or their sector. These shares are often considered strong performers and may continue to exhibit positive price movement. Trend Confirmation: RPS can help confirm the prevailing trends in the market or sector. Shares with high RPS values are more likely to be in uptrends, while those with low RPS values might be in downtrends. Share Selection: Traders can use RPS to filter and prioritise their share selection process. A higher RPS value could make a share more appealing for trading or investment opportunities. Divergence Detection: RPS can also help identify potential divergences between a share and the broader market or sector. Divergences occur when an equity's price moves in the opposite direction to its RPS, which might signal a potential trend reversal or correction. Limitations of RPS: While RPS can be a valuable tool for assessing relative performance, it has some limitations that traders and investors should be aware of: Short-Term Focus: RPS is primarily a short to medium-term indicator. It might not accurately reflect a share's long-term potential or fundamental strength. Benchmark Selection: The choice of benchmark or peer group can significantly impact the RPS calculation. Different benchmarks can lead to different RPS values for the same share. Conclusion: Relative Price Strength (RPS) is a valuable technical indicator that provides insights into an equity's relative performance compared to a benchmark index or its peers. By understanding RPS, traders and investors can make more informed decisions, identify strong performers, and validate existing trends in the market or sector. However, like any single metric, RPS should be used in conjunction with other indicators and fundamental analysis to make well-rounded investment decisions. JSE All Share headline indices RPS: In the financial markets, certain headline indices have showcased remarkable outperformance, suggesting a notable influx of capital. This surge in capital inflow signals growing trader and investor confidence and interest in these headline indices. Whereas traders and investors seem to be reallocating their investments away from headline indices where there is an outflow of capital. Capital Inflow headline indices (in ranking order): Industrials Resources Capital outflow headline indices (in ranking order): Financials JSE All Share share RPS: Understanding the performance of individual shares in comparison to the broader market is crucial for traders and investors seeking to capitalise on market trends. The table below highlights the top 20 and bottom 20 shares based on RPS, with a lookback period of the last 10 days, indicated by their ranking changes since the previous update. The table is updated daily. The Top 20 RPS Leaders: These are the shares that have exhibited the strongest relative price performance within the JSE All Share index over the past 10 days. The Bottom 20 RPS Laggards: These shares have shown the weakest relative price performance within the JSE All Share index over the same 10-day period. JSE All Share sector RPS: In this analysis, we will examine the top 10 and bottom 10 sectors based on RPS, considering the lookback period of the last 10 days. The table is also updated daily. The Top 10 RPS Leading Sectors These sectors have demonstrated the strongest relative price performance within the JSE All Share index during the 10-day lookback period. The Bottom 10 RPS Lagging Sectors Conversely, these sectors have exhibited the weakest relative price performance within the JSE All Share index over the same 10-day period.

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.

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.

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.

THE PERSISTENT VIEW MAINTAINED DURING AN ONGOING CONSOLIDATION IN THE PRICE ACTION. General view: Ongoing consolidation within the PM price range should eventually result in a bull trend to T2, as illustrated. Interim: The preferred outlook is for A,B,C gains, followed by W,X,Y downside. Current phase B is expected to continue over the immediate future within the R0*/S1* parameters. R0* will confirm Phase C upside and S1* will extend downside to S2 and M. Execution: Contrarian trading at extended levels. Target and Re-assessment Levels: Important Levels: R0* and S1* Primary Trend: ABC bull phase to P, followed by WXY downside to M Prevailing Trend: R0*/S1* consolidation Monthly Range: R0*/S1* Technical Rating: Speculative on interim detail

VIEW RETAINED FOR A MATURING TRIANGLE PATTERN. The PK* triangle pattern seems to be in a mature stage of development. Phases A to D could already have been completed. The current downside will then be the final phase E to complete the triangle pattern. A sharp bullish reversal off K* would be the initial indication of the 1,2,3,4,5-bull trend to R2 and T1. The K*/S1 levels are important for the general view. Note: Triangles are normally (80%) continuation patterns but could sometimes (20%) be a trend reversal. Target and Reassessment Levels: Important Levels: P*K*/S1 area support Primary Trend: P*/K* consolidation, followed by a bull trend to T1 Current Trend: Overlapping downside to K* Monthly Range: R0/K* Technical Rating: Medium

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.