In the map, "Seytin Burun" is a little cape which originates of Zeytinburnu and settlements in old Zeytinburnu;Balıklı and Yedi-Kuleh koi
Zeytinburnu was known as Kyklobion (Greek: Κυκλόβιον) in the Byzantine period. It was first settled by a community of Greeks who moved out of Constantinople following the Ottoman conquest. The land they occupied was later taken over by the Turkish state.
From the early 19th century onwards Zeytinburnu was an industrial village, centred on the leather industry of the area called Kazlıçeşme, which being on the coast with a good water supply was well suited to leather production. (the area was named for a fountain with a goose carved into the stonework, the fountain is still in existence, but the goose has disappeared). Up until the mid-20th century the residents were an urban mix of Greeks, Armenians, Bulgarians, Jews and Turks and still today the Yedikule Surp Pırgiç Armenian Hospital is active in Kazlıçeşme, and has a museum in the grounds.
The character of Zeytinburnu changed when a large wave of immigrants from Anatolia came and settled there from 1950 on. Zeytinburnu is an important lesson for city planning in Turkey, because it was one of the first Gecekondu districts. In other words most of the buildings were built illegally, without infrastructure, and without any aesthetical concern. In the 1960s legislation was passed to prevent this type of building but by then this type of development had become unstoppable. At first these were little brick-built single storey cottages. From the 1970s onwards the little houses were replaced by multi-storey concrete apartment blocks built in rows with no space in between. In most cases the ground floor was used as a small textile workshop, and thus Zeytinburnu became a bustling industrial area with a large residential population living above the workshops. All this was still illegal and unplanned and still lacked the infrastructure and the aesthetics. After a heavy rain the streets would run with dirty water for days.
Tram station (Zeytinburnu), note this is actually a light rail stock
The leather industry has largely moved out to Tuzla now but the rows of six-storey blocks of housing and textiles remains. Although some improvements have been made to the streets and drainage the area still has a reputation for being the home of tough men and uncontrollable youths who drive around in cars blasting out pop music at high-volume. Possibly this is exaggerated nowadays, and steps are being taken to smarten up the area. Most residents are working class, recent migrants from Anatolia, typically lacking in education. However, the younger generations are more educated thus changing the shape of Zeytinburnu.
To integrate the district with the rest of Istanbul, the municipality has improved the transportation by extending the modern tram line to Zeytinburnu, and the main tram station is now at the intersection of the metro line leading to Atatürk International Airport and Aksaray and fast tram lines leading to Istanbul's inter-city coach station and the old city in Eminönü. Moreover, Zeytinburnu has a station on the suburban railway line Sirkeci-Halkalı. Other important projects have improved the transportation, life quality and the economics of the district. Olivium Outlet Center was opened in 2000  , a modern shopping mall with cinemas, but with many shops specializing in factory surpluses, this has brought new shopping opportunities for the people of Zeytinburnu and surrounding districts, it's very crowded at weekends.
In the early 1990s a top-flight football team, now languishing in the minor leagues. Arif Erdem and Emre Belözoğlu started their careers here. Matjaz Cvikl, Slovenian National Team player, who died just a few years after played there also.