how many types of analysis

Aslam u alaikum dear

Introduction

Many types of analysis

data tajzia ki nisf darjan maqbool aqsam aaj dastyab hain, jo aam tor par technology aur kaarobar ki duniya mein istemaal hoti hain. woh hain :

tshkhisi tajzia : tshkhisi tajzia is sawal ka jawab deta hai," yeh kyun sun-hwa ?" shmaryati tajzia se haasil kardah baseerat ka istemaal karte hue ( is par mazeed baad mein! ), tajzia car data mein patteren ki shanakht ke liye tshkhisi tajzia ka istemaal karte hain. misali tor par, tajzia car isi terhan ke namoonay talaash karte hain jo maazi mein mojood thay, aur is ke nateejay mein, mojooda challengon ko umeed ke sath hal karne ke liye un hallon ka istemaal karte hain .
pishin goi ka tajzia : pishin goi ka tajzia is sawal ka jawab deta hai," kya honay ka ziyada imkaan hai ?" puranay adaad o shumaar ke sath sath mojooda waqeat mein paye jane walay namonon ka istemaal karte hue, tajzia car mustaqbil ke waqeat ki paish goi karte hain. agarchay 100 feesad durust pishin goi jaisi koi cheez nahi hai, lekin agar tajzia karon ke paas kaafi tafseeli maloomat hon aur is par mukammal tehqeeq karne ka nazam o zabt ho to mushkilaat mein behtari aati hai .
nuskha ka tajzia : data ke tajzia ki deegar aqsam se haasil kardah tam bust ko mix karen, aur aap ke paas نسخاتی tajzia hai. baaz auqaat, kisi maslay ko sirf aik tajzia ki qisam se hal nahi kiya ja sakta, aur is ke bajaye mutadid baseerat ki zaroorat hoti hai .
shmaryati tajzia : shmaryati tajzia is sawal ka jawab deta hai," kya sun-hwa ?" is tajzia mein dash bordz ka istemaal karte hue data akhatta karna, tajzia karna, madlng karna, tashreeh karna aur paish karna shaamil hai. shmaryati tajzia do zeli zmron mein taqseem hota hai :
wazahati : wazahati tajzia ya to mukammal ya khulasa kardah adadi data ke intikhab ke sath kaam karta hai. yeh musalsal adaad o shumaar mein zaraye aur inhiraf ki wazahat karta hai aur wazeh adaad o shumaar mein feesad aur تعدد ko zahir karta hai .
inferential : inferential analysis mukammal data se akhaz kardah n
amonon ke sath kaam karta hai. aik tajzia car sirf mukhtalif namonon ka intikhab kar ke aik hi jame data set se mukhtalif nataij par pahonch sakta hai .
matan ka tajzia : jisay" data mining" bhi kaha jata hai, matan ka tajzia barray data sets mein mojood patteren ko daryaft karne ke liye data bees aur data mining tools ka istemaal karta hai. yeh khaam data ko kaar amad karobari maloomat mein tabdeel karta hai. matan ka tajzia adaad o shumaar ke tajzia ka sab se seedha aur sab se barah e raast tareeqa hai








Data analysis methods


kuch pesha war afraad" data tajzia ke tareeqay" aur" data tajzia taknik" ko aik dosray ke badlay mein istemaal karte hain. mamlaat ko mazeed paicheeda karne ke liye, baaz auqaat log pehlay zair behas" data tajzia ki aqsam" ko bhi maidan mein daal dete hain! yahan hamari umeed yeh hai ke data ke kis qisam ke tajziye mojood hain, aur is ke istemaal kiye jane walay mukhtalif tareeqon ke darmiyan farq qaim karen .

agarchay data ke tajzia ke bohat se tareeqay dastyab hain, lekin woh sab do bunyadi aqsam mein se aik mein atay hain : کوالٹیٹیو tajzia aur miqdari tajzia .

Qualitydata analysis : quality data tajzia ka tareeqa alfaaz, alamaton, tasweeron aur mshahdat ke zariye data haasil karta hai. yeh tareeqa adaad o shumaar ka istemaal nahi karta hai. sab se aam miyaar ke tareeqon mein shaamil hain :
mawaad ka tajzia, tarz amal aur zabani data ka tajzia karne ke liye .
bayaniya tajzia, interviews, dayryon, surway se haasil kardah data ke sath kaam karne ke liye .
گراؤنڈڈ theory, aik ya aik se ziyada maazi ke waqeat ka mutalea karkay aur un ko nikaal kar kisi diye gaye waqeye ki wajah se mutaliq wazahaten tayyar karne ke liye .
miqdari data tajzia : shmaryati data ke tajzia ke tareeqay khaam data akhatta karte hain aur usay adadi data mein process karte hain. miqdari tajzia ke tareeqon mein shaamil hain :
mafroozay ki jaanch, data set ya demographic ke lite diye gaye mafroozay ya theory ki sachaai ka andaza laganay ke liye .
ost, ya ost nambaron ki fehrist ke majmoay ko fehrist mein mojood items ki tadaad se taqseem kar ke mazmoon ke majmoi rujhan ka taayun karta hai .
namona size ka taayun logon ke barray group se liya gaya aik chhota namona istemaal karta hai aur tajzia kya jata hai. haasil kardah nataij ko poooray jism ka numainda samjha jata hai .
hum mukhtalif techniquesko Sikhs kar, mukhtalif tasawurat aur tools se tootay hue data ke tajzia ke baray mein apni behas ko mazeed barha satke hain .


Tebleau public


yeh aik muft data veslaisation appli kishn hai jo kisi bhi data source se link karti hai jis ke baray mein aap soch satke hain ke aaya yeh corporate data where house, microsoft excel, ya web par mabni maloomat hai. yeh data veslaisationnaqshay, dash bordz waghera bhi tayyar karta hai, yeh sab kuch real time tabdeelion ke sath jo web par dukhaay jatay hain. un ka ishtiraaq social media par ya aap ke customer ke sath bhi kya ja sakta hai, aur aap faailun ko kayi format mein down load kar satke hain .

taham, yeh waqai chamakta hai jab aap ke paas data ka behtareen zareya hota hai. tab hi jab aap ko tiblo ki hatmi salahiyat ka ehsas hota hai. tiblo ki big data ki khususiyaat usay na guzeer banati hain. data ke tajzia aur tasawwur ke liye is ka nuqta nazar market mein mojood kisi bhi dosray data veslaisation software ke muqablay mein kaafi behtar hai .







Python of many types analysis

yeh aik eskaritingzabaan hai jo samajhney, likhnay aur barqarar rakhnay mein aasaan hai. mazeed yeh ke yeh aik muft open source tool hai. guido van rossum ne usay 1980 ki dahai ke aakhir mein tayyar kya tha aur yeh sakhti aur fa-aal programming ke dono tareeqon ki himayat karta hai. python seekhna aasaan hai kyunkay yeh ruby, java script aur pi each pi se mutaliq hai .

python mein behtareen machine learning packages bhi shaamil hain jaisay tensorflow, theano, scikitlearn, aur keras. python ki aik aur kaar amad khasusiyat yeh hai ke usay kisi bhi plate form par banaya ja sakta hai, jaisay ke mongodb data bees, sql browser, ya json. yeh text data ko sambhalay mein bhi mahaarat rakhta hai .

Assalamu Alaikum Dosto!

Forex Analysis

Forex trading analysis, forex market mein tijarat karne se pehle kiya jata hai. Iska maqsad, market conditions ko samajhna aur aane wale price movements ke bare mein jaankari hasil karna hota hai. Forex analysis, do mukhtalif tareekon par mabni hoti hai: technical analysis, fundamental analysis aur sentimental analysis. Zaroori hai ki traders forex trading analysis ke sahi tareekon ko seekhein aur unko apne trading decisions par apply karein. Analysis tools aur techniques ko sahi tareekon se samajhna aur istemal karna trading success ke liye ahem hai. Analysis ke sahi istemal se traders market trends ko samajh sakte hain aur munafa kamane ka mauqa hasil kar sakte hain. Lekin yeh yaad rakhein ki forex market unpredictable hoti hai aur har trade mein risk hota hai, isliye proper risk management ka dhyan rakhein. In tareekon ko istemal karke traders market trends ko samajhne ki koshish karte hain aur munafa kamane ka mauqa dhundhte hain.

1. Technical Analysis
   Technical analysis, forex market ki price history, market patterns, aur statistical indicators par tafseeli jayeza karke future price movements ka anuman lagane ki technique hai. Isme traders price charts, trend lines, moving averages, aur oscillators jaise tools ka istemal karte hain. Technical analysis kehte hain ki price movements ki kuch patterns hoti hain jo repeat hoti hain, aur in patterns ko samajh kar traders munafa kamane ki koshish karte hain.
2. Fundamental Analysis
   Fundamental analysis, forex market mein currency values aur economies ke factors ko evaluate karne ka tareeka hai. Isme traders economic indicators, fiscal policies, central bank decisions, geopolitical events, aur other relevant news par tawajjo dete hain. Fundamental analysis kehte hain ki currency values aur price movements ko samajhne ke liye economic factors ko samajhna zaroori hai.
3. Sentimental Analysis
   Sentimental analysis, market sentiment aur investor behavior par tafseeli jayeza karke price movements ko samajhne ki koshish karta hai. Isme traders market mein maujood investors ki psychology, unke expectations aur sentiments ko samajhne ki koshish karte hain. Sentimental analysis kehte hain ki market sentiment price movements ko prabhavit karti hai, isliye isko samajhna traders ke liye zaroori hai.

In teeno tareekon ka istemal karke traders market trends aur price movements ko analyze karte hain. Har tareeka apne apne maqsad aur fawaid rakhta hai, aur traders inko apne trading strategies mein combine kar sakte hain. Kuch traders technical analysis par zyada tawajjo dete hain, kuch fundamental analysis par aur kuch sentimental analysis par. Tareekon ka istemal trader ki apni pasand aur samajh par depend karta hai. Forex trading analysis ke liye practice aur experience ka hona zaroori hai. Traders ko market ko samajhne aur analysis tools ko istemal karne mein waqt lagta hai. Isliye, traders ko demo accounts par practice karna chahiye jahan par virtual money par trading ki ja sakti hai. Demo accounts, traders ko real market conditions mein trading karne ka mauqa dete hain lekin risk nahi hota. Is tarah, traders analysis techniques ko improve kar sakte hain aur apni trading strategies ko test kar sakte hain.