Analysis Questions for Available Data Only
Based on the specific data table you provided, here are all the analytical questions that can be answered:
A. FLOW MAGNITUDE & DIRECTION ANALYSIS
Daily Flow Analysis
- Which investor type had the strongest net flows today?
- Answer: Local Mutual Funds (+$7.23mn strongest inflow)
- Foreign Corp had strongest outflow (-$4.88mn)
- What’s the total net market flow today?
- Sum all net flows = -$4.85 + $1.16 + (-$0.93) + (-$2.15) + (-$0.02) + $7.23 + (-$0.97) + (-$0.18) + $0.70 = $0.00mn (balanced)
- Which sectors saw net inflows vs outflows today?
- Net Inflows: Cement (+$1.62mn), Banks (-$0.92mn wait, that’s outflow)
- Actually: Fertilizer (+$0.37mn), Food & Personal (+$0.14mn), E&Ps (+$1.01mn), OMCs (+$0.00mn), Power (+$0.08mn), Tech (+$0.58mn), Textile (+$0.09mn), Others (+$1.75mn)
- Net Outflows: Cement (-$1.82mn net from locals despite foreign buying), Banks (-$0.23mn from locals)
Gross Activity Analysis
- Which investor type is most active in absolute terms?
- Local Individuals: $283.50mn total volume (buy+sell)
- Foreign Investors: $31.17mn total volume
- Local M.Funds: $14.19mn total volume
- What’s the buy/sell ratio for each investor type?
- Foreign Corp: 0.94/5.82 = 0.16 (selling 6x more than buying)
- Local Individuals: 142.33/141.17 = 1.01 (balanced)
- Local M.Funds: 10.71/3.48 = 3.08 (buying 3x more than selling)
B. SECTORAL FLOW PATTERNS
- Which sectors attract foreign buying vs selling?
- Foreign Buying: Cement ($0.39mn), Banks ($0.15mn small)
- Foreign Selling: E&Ps (-$0.61mn), Food (-$0.21mn), OMCs (-$0.90mn), Power (-$0.71mn)
- Where do locals disagree with foreigners most?
- Cement: Foreign +$1.62mn vs Local -$1.82mn (biggest disagreement)
- Banks: Foreign -$0.92mn vs Local +$1.86mn
- Which sectors see consistent buying/selling across all investor types?
- Consistent patterns: Hard to find – most show mixed signals
- Tech & Comm: Small volumes across all types
- Others: Largest local individual buying ($1.75mn)
- What’s the sectoral concentration of flows?
- Top 3 sectors by absolute flow: Others ($1.75mn), Banks ($1.86mn local), Cement ($1.82mn negative local)
C. TEMPORAL TREND ANALYSIS
- How do today’s flows compare to recent periods?
- Acceleration: WTD (-$9.39mn) vs today (-$4.85mn) shows foreign selling accelerating
- Monthly trend: MTD (-$27.36mn) shows consistent foreign outflow pressure
- Daily contribution: Today represents 18% of month-to-date outflows
- What’s the trend trajectory for each investor type?
- Foreign: Consistently negative across all periods (WTD, MTD, YTD)
- Local M.Funds: Positive across all periods, growing support
- Locals: Mixed signals across timeframes
- Which timeframe shows the most severe outflows?
- YTD CY25: -$220.09mn (most severe)
- YTD FY26: -$102.47mn
- Rate of outflow: Currently running at ~$27mn per month
D. INVESTOR BEHAVIOR PATTERNS
- Who’s providing market stability vs instability?
- Stability: Local M.Funds (consistent buying), Local Individuals (balanced trading)
- Instability: Foreign investors (persistent selling)
- What’s the trading efficiency by investor type?
- High turnover, low net: Local Individuals (283.50mn volume, 1.16mn net)
- Directional trading: Foreign Corp (31.17mn volume, -4.88mn net)
- Focused buying: M.Funds (14.19mn volume, 7.23mn net)
- Which investor type shows most conviction?
- Strongest conviction: M.Funds (51% net/gross ratio)
- Least conviction: Local Individuals (0.4% net/gross ratio)
E. MARKET STRUCTURE INSIGHTS
- What’s the market participation breakdown?
- Local Individuals: 85.7% of total gross flows
- Foreign Investors: 9.4% of total gross flows
- M.Funds: 4.3% of total gross flows
- Which sectors have the most balanced vs imbalanced flows?
- Most Balanced: Tech & Comm (small volumes, mixed flows)
- Most Imbalanced: Cement (large opposing flows), E&Ps (foreign selling vs local buying)
- What’s the sector diversification by investor type?
- Most Diversified: Local Individuals (active in all sectors)
- Most Concentrated: Foreign Investors (mainly Cement, avoiding many sectors)
F. RISK & CONCENTRATION ANALYSIS
- Where is the highest concentration risk?
- Sector Risk: 61% of “Others” buying by locals ($1.75mn of $2.88mn total)
- Investor Risk: 91% of volume from one investor type (locals)
- Which flows are most sustainable vs vulnerable?
- Most Vulnerable: Foreign flows (consistent outflows across all timeframes)
- Most Sustainable: M.Fund flows (growing support over time)
- What’s the cumulative impact assessment?
- Year-to-date: Foreign outflows accelerating (-$220mn CY25)
- Support level: Local institutions providing $181.81mn YTD support
G. COMPARATIVE INTENSITY ANALYSIS
- Which investor type shows most dramatic change?
- Compare daily vs cumulative ratios to see acceleration/deceleration patterns
- What’s the sector momentum by investor type?
- Foreign momentum: Negative across most sectors
- Local momentum: Mixed, with strong M.Fund support
- Where are the biggest mismatches in flow direction?
- Cement: $3.44mn total disagreement between foreign (+) and local (-)
- Banks: $2.78mn disagreement between foreign (-) and local (+)
H. MATHEMATICAL RATIOS & CALCULATIONS
- Net/Gross ratios for efficiency measurement
- Sector concentration indices (HHI)
- Flow momentum indicators (current vs historical)
- Volatility of flows across timeframes
- Correlation patterns between investor types by sector
- Market share calculations by investor type and sector
I. PREDICTIVE INDICATORS FROM AVAILABLE DATA
- Flow persistence indicators (based on cumulative trends)
- Reversal signals (where cumulative and daily flows diverge)
- Sector rotation patterns (based on relative flows)
- Support/resistance levels (based on cumulative institutional flows)
These questions can all be answered using only the data in your table, without requiring external information. Would you like me to work through the calculations for any specific analysis?
