Police in Bristol say violent crime in Stapleton Road has fallen by 40% and robberies by 39% during the course of the last year.
Complaints about on-street prostitution also fell by 13% last year.
Police released the figures following reports in a national newspaper, focusing on drugs and crime, which residents feel give an unbalanced view of day-to-day life in the area.
Police are backing members of a community who are angry about the coverage and the way in which it portrays their community.
Superintendent Ian Wylie, who deals with reducing violent crime in the city, said: "We are really disappointed with this story. It has no basis in facts or statistics to prove any of the sweeping statements made, and very little effort has been made to offer a balance of opinions.
"We feel it undermines a huge amount of positive and effective work done in the area by residents, community groups, the police and council over the last few years to make Stapleton Road a more safe and pleasant place to live, work and visit.
"It is a vibrant and multi-cultural inner city area with lots of community events, independent businesses and proactive residents doing good work in their community
"Yes crimes happen in the area but during the last year violent crime has fallen by 40%. Between April and September this year reports of robbery have fallen by 39% compared to the same time last year and compared to the same period in the previous year (2008) the reduction amounts to 47%.
"During the last two years CCTV has been installed by the council along the entire length of the road. There have also been lots of clean up days with the community and the council's Clean and Green teams.
"In the last six months we have started Operation Bowler to provide additional response officers specifically for Stapleton Road.
"A new beat manager has also been seconded to Stapleton Road to support the existing two beat managers. This will continue for at least the next six months.
"Avon and Somerset are committed to policing our neighbourhoods effectively and working with the community and other agencies in future to build on our successes."