The first established district in the neighbourhood was Connaught in 1905, followed by Victoria Park in 1914. When the region and its redevelopment plan were formally established in 2003, it amalgamated the inner city neighbourhoods of Victoria Park and Connaught. As of 2006, there were 16,662 people residing in the Beltline and its districts.
The Beltline contains a number of less formal city districts within its boundaries. These include Midtown, the Design District, Victoria Crossing Business Revitalization Zone (Victoria), the 4th Street BRZ (located mostly within Mission), the Uptown 17th BRZ, the Warehouse District, and a portion of the Rivers District.
Also of note, the Midtown district which comprises the northern portion of the Beltline is seeing its own unique development push. Some of the Beltline's tallest and densest residential developments are planned for this area. Its primary street, 10th Avenue (which will be renamed Jack Long Memorial Boulevard) will be its focal point and may include a streetcar.
Victoria Park comprises the eastern part of the Beltline, is bisected by Macleod Trail, and contains the Warehouse district. It was named after Queen Victoria, who is celebrated in a monument to the Second Boer War located in Central Memorial Park. Victoria Park is adjacent to the Stampede Grounds and the Pengrowth Saddledome arena. Residents in this community had a median household income of $28,843 in 2000, and there were 34.2% low income residents living in the neighbourhood.
The area is intended to operate as a mixed-use region and is to include a mix of commercial services and high density condominium and apartment towers. Many of these residential structures are already under construction, and even more are in the proposal stages. Currently there are over 37 major residential towers in some stage of development in the community.
Victoria Crossing is a region of focused municipal redevelopment. The City of Calgary has declared it a Business Revitalization Zone (BRZ) and is encouraging a progressive redevelopment of the much maligned community. The 42 and 34-story residential Arriva project, the tallest condominium development west of Toronto; the Sasso and Vetro development; the Colours project; and the multi-use Hotel Arts Centre, suggest a vibrant and renewed future for Victoria Crossing, with a great deal of investment and interest. The district is also one of the city's most historic. Not only does it include two of the city's oldest neighbourhoods, but it also encompasses the Stampede Grounds, the site of Calgary's annual Calgary Stampede which sees over 1.25 million visitors per year.
Two public schools are located in Beltline, the Connaught Community School and the Victoria Community School. Western Canada High School is located along the 17th Avenue boundary of the community, and serves the area. One block outside the Beltline is St. Mary's High School which serves most of the Roman Catholic high school students in the area
There is a significant mix of economic groups in the community. With new revitalization, a number of middle and upper income groups are establishing themselves in the area due to the close proximity to downtown. However, low income residents still make up a large proportion of the population (28.3% in 2001). The Calgary Mustard Seed Ministry is the second largest homeless shelter in the city. There are also many poorly maintained and dilapidated buildings with low rents. A large portion of Victoria Park in particular is in poor condition due to the city's decision to restrict development on lands needed for Calgary Stampede expansion. Owners of this land were generally not interested in improving buildings they knew would be removed soon. As a result, a number of seemingly abandoned buildings were occupied illegally by homeless persons, drug addicts, and prostitutes. As the city has finalized land purchases and made final decisions on land use, this problem has been greatly improved.
Victoria Park has been traditionally associated with drugs and prostitution. This problem persists today in the eastern portion of the Beltline. Attempts have also been made to deal with a large street drug problem, and the province of Alberta operates a methadone clinic in the area. The clinic has had both positive and negative effects on the community. Despite efforts to deal with these problems, some residents and visitors still find they are frequently approached with unwanted offers to buy or sell drugs and/or sex.
The Beltline district also has the highest reported number of homicides, 32, since 1992 for the city. Only 5 of these murders were associated with the Electric Avenue nightlife, and not all decedants were residents of the area, but visiting nightclubs.
The median household income in 2000 was $38,960 in Connaught and $23,524 in Victoria Park (compared with $57,879 Calgary average). Immigrants made up 28.8% of the residents in 2001. The majority of the buildings (96.1%) are apartments, condominiums or duplexes, and 78.8% of the dwellings were used for renting in 2001.