HFIN

Hotels And Tourism

Hotel Forest Inn Limited

Rs. 549.00 +1.00 (+0.18%)

Open: 540
High: 555.6
Low: 540
Prev close: 548
Volume: 11,204
Turnover: 6,175,017
52W high: 1450.60
52W low: 101.70

52-week range101.70 – 1450.60

NSA Score

Sell

Buy

Neutral

Sell

Trend · Slightly Bearish 30

Momentum · Neutral 53

Volume · Slightly Bearish 36

Volatility · Slightly Bearish 43

Fibonacci Retracement (60-day swing)

Swing High 810.0 · Swing Low 540.0

0	810.0
0.236	746.28
0.382	706.86
0.5	675.0
0.618	643.14
0.786	597.78
1.0	540.0

Pivot Points

572.0

563.8

556.4

540.8

532.6

525.2

Pivot Point

548.2

Indicator	Category	Value	Signal	Why
EMA 13	Moving Averages	574.27	Sell	Price is NPR 25.27 (4.4%) below EMA 13. 13-day Exponential MA. Optimal for NEPSE (30% CAGR in backtest). Reacts fast to price changes.
EMA 20	Moving Averages	588.62	Sell	Price is NPR 39.62 (6.73%) below EMA 20. 20-day EMA. Standard short-term trend filter used by most traders.
EMA 50	Moving Averages	632.91	Sell	Price is NPR 83.91 (13.26%) below EMA 50. 50-day EMA. Medium-term trend. A cross of EMA 13 above EMA 50 is a strong buy signal for NEPSE.
SMA 13	Moving Averages	580.11	Sell	Price is NPR 31.11 (5.36%) below SMA 13. 13-day Simple MA. Research shows this period gives the best risk-adjusted return on NEPSE (Sharpe 1.71).
SMA 20	Moving Averages	597.01	Sell	Price is NPR 48.01 (8.04%) below SMA 20. 20-day SMA. Also the mid-line of Bollinger Bands. Acts as dynamic support/resistance.
SMA 50	Moving Averages	641.64	Sell	Price is NPR 92.64 (14.44%) below SMA 50. 50-day SMA. Institutional-level trend gauge. Widely watched by NEPSE fund managers.
SMA 200	Moving Averages	—	—	Not enough data to compute. 200-day SMA. The dividing line between bull and bear markets. Price above = long-term bullish.
MACD (12,26,9)	Trend	-3.88	Sell	MACD line (-27.28) is below Signal (-23.40). Histogram: -3.88 (expanding). Bearish pressure — MACD below signal suggests selling momentum. Note: Standard 12-26-9 parameters tend to underperform buy-and-hold on NEPSE. Check the optimized MACD below.
MACD (34,72,3)	Trend	-1.00	Sell	MACD(-41.81) vs Signal(-40.81), Histogram: -1.00. Bearish — sellers in control. These parameters (34,72,3) were validated on frontier markets like Dubai (85% hit ratio) and are better suited for NEPSE's slower cycles than standard MACD.
SuperTrend (7,3)	Trend	600.80	Sell	SuperTrend line is at NPR 600.80 (resistance). Price is NPR 51.8 below the line. Downtrend active — the line acts as resistance overhead. A break above would flip to Buy. SuperTrend works well in trending NEPSE markets driven by herd behavior.
Parabolic SAR	Trend	608.53	Buy	SAR dot is below price at NPR 608.53 (bullish). Acts as a trailing stop — if price drops below 608.53, the trend flips bearish. Good for setting stop-loss levels.
ADX (14)	Trend	27.75	Sell	ADX is 27.7 (Strong trend). +DI=11.3, -DI=31.7. Bears dominate — -DI is above +DI. The trend is strong enough to trade with confidence.
Ichimoku Cloud	Trend	576.50	Sell	Tenkan=576.50, Kijun=605.00 (bearish cross). Price is below the cloud (bearish). All signals align bearish — consider reducing positions.
Aroon (25)	Trend	-64.00	Neutral	Aroon Up=36, Down=100. No clear trend. Aroon measures how recently the price hit a 25-day high (Up) or low (Down). Values above 70 confirm a trend.
DPO (20)	Trend	15.99	Buy	DPO is 15.99. Positive — price is above its 20-day detrended average, suggesting current cycle is in an upswing. DPO removes long-term trend to show underlying cycles. Useful for timing entries within an existing trend.
RSI (14)	Momentum	26.87	Buy	RSI is 26.9 — heavily oversold. Standard zones are 70/30 but NEPSE research shows 60/40 zones work better due to strong momentum/herd behavior in Nepal's market. Price may be undervalued — look for reversal confirmation before buying. RSI was the 2nd most important feature in ML models predicting NEPSE (arXiv 2026).
Stochastic (14,3,3)	Momentum	6.30	Buy	%K=6.3, %D=5.0. Oversold — price is near the bottom of its 14-day range. Watch for %K crossing above %D for a buy entry.
Stochastic RSI	Momentum	16.59	Buy	StochRSI %K=16.6. Oversold — momentum is deeply stretched to the downside. A rise above 20 would confirm a buy signal.
CCI (20)	Momentum	-115.07	Buy	CCI is -115.1 (oversold). Below -100 means price is well below average — potential bottoming. CCI measures how far price has deviated from its mean. Works well for identifying cyclical stocks in NEPSE.
Williams %R (14)	Momentum	-91.00	Buy	Williams %R is -91.0. Oversold zone (below -80). Price is near the bottom of its 14-day range. May bounce — but confirm with other indicators before buying.
ROC (12)	Momentum	-12.64	Sell	ROC is -12.64%. Price has lost 12.64% over the last 12 days. Negative momentum — selling pressure over the past 12 trading sessions. Strong momentum (>5%) suggests trend acceleration.
TRIX (15)	Momentum	-0.51	Sell	TRIX is -0.5127. Negative — triple-smoothed momentum confirms downtrend. TRIX filters out minor price fluctuations by applying three rounds of smoothing. Good for confirming the major trend direction and filtering noise in NEPSE's often-volatile daily movements.
Awesome Oscillator	Momentum	-64.82	Sell	AO is -64.82. Negative — long-term momentum exceeds short-term, indicating bearish pressure. Watch for zero-line crossovers — crossing above zero is a buy, below is a sell. Twin peaks divergence is also a strong signal.
Ultimate Osc (7,14,28)	Momentum	24.32	Buy	UO is 24.3. Oversold (<30). Multi-timeframe confirmation of oversold conditions makes this a higher-confidence buy signal than single-timeframe indicators.
PPO (12,26)	Momentum	-4.35	Sell	PPO is -4.35%, Histogram: -1.49. Negative — short-term EMA is below long-term, indicating downward pressure. PPO is like MACD but expressed as a percentage, making it easier to compare across different price levels.
Coppock Curve	Momentum	-22.31	Sell	Coppock is -22.31. Negative — long-term momentum is bearish. Wait for it to turn positive before considering long positions. This indicator was designed for monthly charts but works on daily data too. Best for identifying major trend changes in NEPSE.
10d Rolling Mean	Momentum	568.25	Sell	10-day rolling mean is NPR 568.25. Price is NPR 19.25 below. This was the #1 most predictive feature in XGBoost ML models for NEPSE (arXiv 2026). Price below the 10-day mean suggests short-term bearish momentum.
ATR (14)	Volatility	19.86	—	ATR is NPR 19.86 (3.62% of price). This means the stock typically moves NPR 19.86 per day. High volatility (>3%) — wider stop-losses needed, larger position risk. Use ATR to set stop-losses: a common approach is 2x ATR (NPR 39.73) below entry.
Bollinger %B	Volatility	0.15	Buy	BB %B is 0.15 — price is in the lower 20% of the bands. Approaching oversold. Bandwidth: 22.78%.
BB/KC Squeeze	Volatility		—	No squeeze — Bollinger Bands are outside Keltner Channels, normal volatility conditions. The Squeeze indicator is widely used to anticipate explosive moves. When the squeeze releases, the direction of the breakout determines whether to go long or short.
5d Rolling Vol	Volatility	1.50	—	5-day rolling volatility is 1.50%. Normal (1-2%) — typical daily fluctuation. This was the 5th most important ML feature for predicting NEPSE returns.
Mass Index	Volatility	23.67	—	Mass Index is 23.67. Below 27 — no reversal bulge detected. Mass Index identifies trend reversals by measuring the range between high and low prices.
Ulcer Index	Volatility	10.51	—	Ulcer Index is 10.51 (high drawdown stress — significant pain for holders). It measures downside volatility by tracking the depth and duration of drawdowns from recent highs. Lower is better — values below 5 indicate a smooth uptrend, above 10 suggests painful drawdowns.
Donchian (20)	Volatility	670.00	Buy	Price is at 6.9% of the 20-day Donchian Channel (Upper: 670.00, Lower: 540.00). Near the bottom — potential support area. A break below could signal a new downtrend.
MFI (14)	Volume	15.33	Buy	MFI is 15.3. Oversold — selling pressure with volume is extreme. Potential buying opportunity as selling may be exhausted.
CMF (20)	Volume	-0.38	Sell	CMF is -0.3798. Negative — money is flowing OUT of the stock ({strength} distribution). Sellers dominate with volume support. CMF above +0.1 or below -0.1 is a strong signal. Near zero means balanced buying/selling.
OBV Trend	Volume	—	Sell	OBV is falling over the last 20 days. Falling OBV suggests volume is declining or moving to sellers — bearish divergence if price is still rising. OBV adds volume on up-days and subtracts on down-days. The direction matters more than the absolute number.
VWAP	Volume	548.20	Buy	VWAP is NPR 548.20. Price is NPR 0.8 above VWAP. Price above VWAP means the average buyer is in profit — bullish. Institutional traders often use VWAP as a benchmark.
Elder Force (13)	Volume	-115302.09	Sell	EFI is -115,302. Negative — selling force exceeds buying force. Large negative values indicate aggressive selling. Elder Force Index combines price direction with volume to measure the force behind moves.