can earthquaks changes weather of nearby areas.

Depends on how big they are. The biggest ones are powerful enough to very slightly alter the earth's rotation/axis.

Here's an article on it.

https://www.uwgb.edu/dutchs/PLATETEC/RotationQk2004.HTM

There's no connection between weather and earthquakes.
Earthquakes are focused at depths well out of the reach of weather.

One word --- Tsunami

A tsunami can be caused by earthquakes, landslide, volcanic eruptions, explosions, meteorites.
But those series of ocean waves with very long wavelengths are indeed part of marine weather.

reason i have asked this question, recent earthquakes in Afghanistan and Pakistan from 26 oct 2015 till jan 2016, magnitude between 5.8 to 7.6, after every earthquake with in next 24 hours there is good weather or rain happen in middle east specially UAE, Oman and KSA. and each earthquake almost in same latitude and longitude

You need to figure out if you are asking about weather or climate. They are different things. In the title you mention weather but in the post you ask about climate. Now you are asking about weather again.


weath·er
ˈweT͟Hər/Submit
noun
1.
the state of the atmosphere at a place and time as regards heat, dryness, sunshine, wind, rain, etc.
"if the weather's good, we can go for a walk.

cli·mate
ˈklīmit/Submit
noun
the weather conditions prevailing in an area in general or over a long period.
"our cold, wet climate"
a region with particular prevailing weather conditions.
"vacationing in a warm climate"
synonyms: region, area, zone, country, place; literaryclime
"they come from a colder climate"

The answer to your question about earthquakes and climate is yes. The answer to question about earthquakes and weather is no.