Cluster Analysis in Forex Trading Market

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Cluster Analysis

Cluster analysis ek bohot useful tool hai jo aapko market mein enter hone ke liye behtareen points dhoondhne mein madad karta hai, jisse trader ki efficiency barh sake. Kisi ke liye ye pehli baar sunne ko mil raha hai, to kisi ke liye ye pesh hai lekin samajh nahi aata. Iska istemal karke aap ye samajh sakte hain ke market ki asal tasveer kaisi hai aur buyers aur sellers ke darmiyan kya ratio hai.
Clusters se pehle, hamein market profile ko samajhna hoga. Is term se murad hai ke kisi khaas price level par execute kiye gaye contracts ki volume ki data. Agar hum forex tick volume ki baat karte hain, to hum sirf is data ko dekhte hain aur asal orders flow par tawajju nahi dete.
Cluster analysis bhi ek volume profile hai, lekin har specific candlestick ya tick ke liye, jahan ek mukarrar number of trades ki gayi hoti hai. Ye phenomenon Market Depth ka graphical interpretation ke mawafiq ho sakta hai, lekin is case mein volume adhoora hota hai.

Cluster Analysis ke liye Tools

Cluster analysis ke liye muft mein bahut kam options hain, aur zyadatar options do hafton tak trial versions hain ya phir bohot basic aur be-taaleem functionality hai.

Top options mein se kuch hain:

• Volfix - Ek wide audience ke traders ke liye ye sab se popular option hai, khaas kar jo experience rakhte hain. Iski fee $60 monthly hai.
• Ninja Trader - Aap $225 quarterly pay karte hain aur iska cluster analysis functionality istemal karte hain.
• ClusterDelta - Iski services ka istemal $7.5 monthly par hota hai.
• SBPro - Ye ek convenient option hai jisme trader ek bar $100 ka payment karta hai.

MT4 terminals ki functionality mein, volumetric indicators aur market profiles ke free aur paid versions available hain. Kuch mashhoor tools hain:

• ClusterDelta - Aapko iska monthly fee $7.5 hai.
• YuClusters aur YuClusters Demo - Program ke paid aur free versions.
• QScalp - Scalper drive ke sath-sath cluster analysis ke elements ke saath.
• TPO-v3 - Ye indicator free mein available hai.
• HighVolumeBar-VerticalHistogram-v2 - Ye traders ke liye free hai.

Financial Market Mein Cluster Kya Hai?

Joseph Granville ne aik dafa kaha tha ke volume woh steam hai jo ek steam locomotive ko chalne ki ijaazat deti hai. Yahaan foreign exchange market ke saath iski tashbeeh ki ja sakti hai. Aaj kal kayi traders apni tawajju trading volumes aur unki taaweel ko calculate karne ke liye mudaawin karte hain. Ye relevant hai har kisi ke liye - chaahe woh short term mein trade kare ya long term positions prefer kare. Cluster analysis isi market volume mein kaam karne mein madad karta hai.
Cluster ke zariye hum ek ya multiple similar ya identical elements ka ek group samajhte hain, jo ek makhsoos jumla ke saath ek makhsoos property ke liye ek independent unit banate hain. Jab hum market par trade karte hain, hum ek makhsoos time frame ke andar concentrate hote hain, aur isi doran kuch prices par long aur short positions ke homogeneous elements aate hain. In elements ko jama karke, hum clusters hasil karte hain - currency pairs ki total buy aur sell volumes, ek makhsoos time frame aur price parameters ko mad e nazar rakhte hue.
Cluster analysis is tajziye ke liye hai jismein kuch prices levels ke liye mojood orders aur unki volumes ka study kiya jaata hai, aur trader ko ye samajhne mein madad milti hai ke target asset kin directions mein jyada probably move karega. Is analysis ko visualize karne ke liye ek khaas chart ka istemal hota hai jismein trading volume ko har price level ki candlestick par superimpose kiya jaata hai.
Agar hum QUIK terminal ki taraf dekhein, to wahan hume sabhi kiye gaye transactions ka impersonal table milta hai, aur trader is data ko apne interest ke asset ke liye display kar sakta hai. Ye table sabhi current orders aur unki volumes ko combine karta hai. Ye active trades ki baat hoti hai, kyun ki hamesha ek stack mein kharidne aur bechne ke liye behtareen keemat ka spread hota hai. Ek trade execute karne ke liye, ek counterparties mein se ek ko apne opponent ki offer ki gayi keemat par raazi hona chahiye. Ye saare transactions impersonal trades ke table mein jaate hain, jise Ribbon ke naam se jaana jaata hai.
Yaad rakhna zaroori hai ke ek successful trade ke case mein, humare paas do active subjects hote hain jo trading volume ko form karte hain: ek taraf initiator hota hai, aur doosri taraf counterparty hoti hai, jo is volume ko provide karta hai. Is tarah ke trades ke data cluster chart tak pahunchta hai, aur trader ko ye aur accurate data aur important details milti hain ke candlesticks kaise form hote hain aur aise moments mein kya hota hai.
Aur jab next bar chart par draw hoti hai, tab kya hota hai? Chaliye jaante hain. Sabse pehle, saare applications ko do groups mein baanta jaata hai:

• Professionals se - Ye huge capital amounts hote hain.
• Small traders se - Ye volumes kuch kam hote hain.

Clusters clearly dikhate hain ke influential market players kaise behave karte hain - woh buy ya sell ke oriented hote hain, aur unke liye kaun se prices relevant hote hain. Sab positions ke data corresponding cluster mein form hota hai. Agar ek hi candlestick par alag alag traders ke same prices ke trades hain, to saari volumes ko ek cluster mein summarize kiya jaata hai aur trader ko analysis ke actual figures milte hain.

Cluster analysis system mein kuch main concepts hain jo jaanne aur apply karne ke liye important hote hain:

• Market Delta (Delta): Delta wo farq hai jo ek makhsoos time frame mein active buy aur sell orders ke darmiyan aata hai. Agar ye positive hai, to hum keh sakte hain ke candlestick par buy trades dominate kar rahi hain, jabke delta agar negative hai to iska matlab hai ke sell trades ka izafa hai. Jab buy orders ke number zyada hote hain, to iske sath amuman price mein izafa hota hai, aur agar sell orders ki domination hoti hai to ye future mein price kam hone ki taraf ishara karta hai. Agar aap har ek candlestick par plotted buy aur sell volumes ka tawajju se peecha karte hain, to aap transactions ke numbers mein farq kar sakte hain. Trader khud dekhega ke candlestick of interest par kaunsi side dominant thi. Is delta ke result ko dusri bars ke general context mein samajhna chahiye. Is tarah se hum ye keh sakte hain ke long positions dominate kar rahi hain to price upar jayegi, aur short positions ka izafa hoga to price neeche jayegi.
• Market Profile: Market profile, har mukarrar price ke liye hui transactions ki trade volumes ka zikar hai, ek din ke liye ya phir mawafiq tajziye ke puri muddat ke liye. Is tarah ye ek "vertical" type ka volume hai, jo ke ye quality se dikhata hai ke time interval ke doran sab se zyada volume kis level par fix hua. Agar is zone ko opposite direction mein break kiya jaye, to ye stops ko trigger karne ka khatra hota hai, is tarah se momentum paida hota hai.
  Market profile key levels ko trace karne aur unko maximum trade volumes ke areas ke roop mein interpret karne mein madad karta hai. Is concept ke zariye hum ye samajh sakte hain ke kis levels par kis orders ki volumes track hui thi.

Cluster Analysis Ka Trading Mein Istemal

Clusters ko trader ke istemal tareeqe ke mutabiq alag alag tareeqon se apply kiya ja sakta hai. Niche diye gaye kuch effective tareeqe hain:

• Delta Profile - Ye sab se convenient aur informative method mana jata hai, jo ke ek khaas candlestick par sab se zyada influential buyer ya seller ki presence ko dikhata hai. Is case mein bullish aur bearish volumes ke darmiyan ka farq calculate hota hai.
• Cluster-Profile - Ye ek candlestick par total trading volumes dikhata hai, jismein trader sirf activity ka fact observe kar sakta hai, lekin ye nahi pata chal sakta ke initiator kaun hai.

In dono tareeqon ki sab se zyada efficiency kam se kam 30 minutes se kam time frames ke liye hoti hai, aur high time frames mein situation ka aana mushkil ho sakta hai.

Ribbon ke saare values seedha cluster analysis ke chart par jaate hain. Kuch patterns ko consider kiya jata hai:

• P - Bar ke top par positive delta ka concentration hota hai, aur uske neeche bahut kam trades hoti hain. Ye ek bullish reversal signal ka generation hai.
• b - Bar ke lower part mein ek concentrated stream of sales hota hai, jabke candle ka upper part shaant hota hai. Ye ek bearish signal ka generation hai.

Delta profile ke shukar guzari se trader khareedna se inkaar karta hai aur bechne ka perfect moment dhoondhta hai.

Cluster-Profile Method Ki Tafseel

Cluster-Profile technique ko istemal karte hue market ki tafseelati tajziye ke liye trader ke liye ahem hai ke woh large volume data dhoondhe. Agar ek level ban raha hai, to woh ya to bulls ya bears dwara hold kiya jayega, market ki taqat par munhasar hai, aur humare liye ye ek mauqa hota hai ke hum ek order place karein jo sab se kam risk ke saath ho.
Yahan kuch contention points ko mad e nazar rakhna zaroori hai:

• Ye saaf nahi hota ke ek bada player ye kyun decide karta hai ke woh asset ek hi price par khareede, agar ek range ke kai quotes par orders place kiye ja sakte hain.
• Prices ke behavior, aksar large volumes ke maamle mein, unpredictable hota hai, isliye idea kaam nahi kar sakta.
• Agar large orders opposite movement mein ja rahe hain, to woh traders ko aasani se manipulate karne mein madad karte hain.

MT4 Terminal Mein Cluster Analysis Ki Khasoosiyat

Agar volume average value se zyada hai, to isay color mein highlight kiya jayega, jo trader ke liye data ko visually samajhne mein madad karta hai. Trader sirf delta hi nahi balki ek strong movement ki shuruaat aur uski direction ko point form mein determine kar sakta hai.
Pivot level calculate karne ke liye hume in parameters ki values ki zarurat hoti hai:

• Histogram jismein har candle ki volumes ki values hoti hain.
• Cluster graph point volumes ke mutabiq.
• Market profile, yaani ke har price level ki trading volumes.

Ye saari information ko mila kar, ek apni trading strategies banai ja sakti hai aur ise auxiliary tools ke saath supplement kiya ja sakta hai.
Cluster analysis market ke participants, khaas karke sabse bade wale, ki activity ko monitor karne mein madad deta hai, taake price bars par volumes ko track kiya ja sake. Ye tareeqa trader ke liye sab se accurate aur detailed mana ja sakta hai.
Trader ka mukhya maqsad ye hota hai ke woh delta ka moment calculate kare jab moderate value se normal value par transition hota hai, jab market flat se trend mein ja raha hota hai. Isko illustrate karne ke liye neeche diya gaya example hai:

• Chaliye in assets ki combination lete hain – EUR/GBP+GBP/USD+EUR/USD.
• Maan lijiye ke EUR/USD ka exchange rate barh gaya hai, jabke GBP/USD mein koi change nahi hua.
• To ab EUR/GBP bhi is relation ke sabhi pairs ke beech ta'alluqat ki wajah se majboot hota hai.
• Agar ek currency pair change hota hai, to doosre do pairs ke positions bhi change ho jati hain.

YuClusters indicator ka istemal faydemand hai, kyun ke isse tick data aur trader dwara select kiye gaye Ask, Bid, ya average price ke istemal se charts generate karne mein madad milti hai.

Spot Inflow in Cluster Analysis

Spot Inflow technique ka maqsad wo levels identify karna hai jo high volumes ke saath characterised hote hain, jo ke large players ke trade mein shamil hone ya order close karne ke actions ke mutabiq hote hain.
Spot volume ek market mein izafa hone wale liquidity ka zone hota hai. Lekin har asset aur time frame ka apna value hota hai jo cluster analysis mein informative aur effective hota hai. Doosre important influencing factors hain trading session aur overall market activity.
Cluster analysis ke doran mad e nazar volumes, jo ke local trends aur turning points ki indicators hain:

• Level 1 - Formation ek large volume ke hairpin par hoti hai. Yahaan ye kehna mumkin hai ke koi bada participant ne ek short position open kiya ya trade ko fix kiya, yaani ke long position ko complete kiya.
• Level 2 - Price ek high volume ke resistance se milti hai. Yahaan ye mumkin hai ke is waqt participant ne analyzed area mein position fill ki ho.
• Level 3 - Inflow volume resistance level ban gaya hai, future price movement ke liye.
• Level 4 - Jab local bottom ka impulse breakout hota hai aur phir ek pullback hota hai, to ek aur level paida hota hai. Ye presumably sell orders place karne ke liye use kiya gaya tha advantageous corrective prices par.
• Level 5 - Trend ke mutabiq breakout hone par positions add ki gayi hain.

Zyada accurate levels determine karne ke liye, lower time frames ki analysis bhi zaroori hai, jismein M1 ki data bhi shaamil hai.

Vertical & Horizontal Trading Volume

Vertical trading volume ek histogram hai, jo traded positions aur unki volume ki data ko har candlestick ke mutabiq dikhata hai. Jab ye analysis kiya jata hai, to isay moments dhoondhna zaroori hai jab liquidity surge hua aur ye level kahan hua:

• Level breakout.
• Key point se rebound.

Horizontal trading volume approach market ki study aur influence levels determine karne ka ek effective tareeqa hai, aur potential reversals ke points dhoondhne mein madad karta hai. Isay market profile bhi kaha jata hai aur ye ek histogram ke roop mein hota hai jo traded volume ke data ko har market segment ke mutabiq dikhata hai.
Jab market profile generate kiya jata hai, to aapko specific area indicate karni chahiye jise aap examine karna chahte hain - din, hafta, waghera. Time frame trader ke trading system par depend karta hai, isliye ye individual choice hoti hai.
Niche diye gaye chart mein, aap horizontal volume dekh sakte hain, jo cluster analysis ke andar local key levels ke signals milne mein madad karta hai.