Data description

Surveys

In the late summer of each year since 1995 (usually around Labor Day) I have recorded the name of each store at street-level between Spadina Avenue/Street and Christie Street/Grace Street on Bloor Street West in Toronto. Starting in 2023, I extended the survey to the railroad line just beyond Lansdowne Avenue. I count a store to be at street level it if is at most half a story above or below ground.

I record also the nature of the goods or services that the store offers. These two characteristics can be determined relatively reliably. (In some cases, however, a store has no name in English or displays two signs, with different names; or, in the case of a restaurant, the name displayed differs from the name on the health certificate.)

Whether the store should be classified as the same business as the store at the same location (or a different location) in a previous year can be more difficult to determine. Some stores changes hands but keep the same name, and some stores change names but retain the same ownership (and engage in the same activities). I attempt to determine the persistence of stores from year to year, but may not do so with complete reliability. For example, I classify the store that was called "Kinko's" up to 2009 as the same business as the one called "FedEx Office" at the same location from 2010 to 2017 (although presumably its ownership changed), but classify the supermarket that was called "Bloor Supersave" up to 2007 as a different business from the supermarket called "Bloor Superfresh" at the same location from 2008 to 2017.

My dataset contains a set of businesses, and, for each year, a set of observations. To each business I assign a name, which is usually the name of the store the first year I observe it. Each observation for a particular year consists of a location, a business, an observed name (which may differ from the name of the business, if the business remains the same but the name of the store changes), a category (broad), and one or more types (narrow). Here are the categories, and for each one the set of types within it.

  • Art, books, music, video: Art, Art supplies, Art workshop, Audio equipment, Books, CDs, Comics, Crafts, Digital imaging, DVDs, Library, Multimedia studio, Music, Music studio, Musical instruments, Paper, Photo studio, Photofinishing, Photography equipment, Picture framing, Posters, Radios, Records, Stationery, Televisions, Video, Writing center
  • Automotive: Automobile repair, Automobiles, Automotive supplies, Driving school, Service station
  • Bikes and e-bikes: Bike repair, Bikes, E-bike repair, E-bikes
  • Business services: Accountant, Advertising agency, Courier, Mail services, Office supplies, Photocopies, Printing
  • Cleaning services: Cleaning service, Cleaning supplies, Dry cleaner, Launderer, Laundromat
  • Clothing: Bags, Clothes, Furs, Hats, Leather goods, Lingerie, Shoes, Tailor
  • Convenience: Convenience
  • Department store: Catalog store, Department store
  • Drugs: Cannabis, Cigars, Drug paraphenalia, E-cigarettes, Tobacco
  • Educational: School
  • Electronics: Computers, Electronics
  • Entertainment: Cinema, Entertainment venue, Mystic readings
  • Financial: Bank, Income tax, Insurance, Money services, Mortgages, Pawnshop, Precious metals, Tax services
  • Food: Beer, Bread, Butcher, Cheese, Coffee, Dairy products, Fish, Food, Health food, Produce, Supermarket, Tea, Vitamins, Wine
  • Home furnishing: Appliances, Bedding, Beds, Candles, Ceramics, Cloth, Coffee equipment, Cushions, Drapery, Floor covering, Furnishings, Furniture, Futons, Hemp products, Kitchen equipment, Mattresses, Upholstering, Upholstery
  • Home maintenance: Builder, Building materials, Hardware, Home improvements, Interior design, Paint, Plumber
  • Internet parlor: Internet parlor
  • Legal services: Law office, Notary public
  • Lodging: Hotel
  • Media: Newspaper, Publisher, Radio station
  • Medical: Acupuncture, Chiropractor, Dentist, Drug store, Herbalist, Masks, Medical, Medical clinic, Medical laboratory, Medical supplies, Optician, Optometrist, Physician
  • Miscellaneous: Bee products, Clocks and watches, Coins and stamps, Crystals, Cultural centre, Daycare center, Electrical appliances, Environmental products, Flowers, Funeral parlor, Houseplants, Luggage, Miscellaneous, Post office, Shoe repair, Soft toys, Toys, Upscale goods, Used goods, Watch repair, Watchmaker, Wool
  • Newsagent: Magazines
  • Personal adornment: Jewelry, Jewelry repairs, Tattoos, Threading
  • Personal care: Barber, Beauty products, Beauty salon, Cosmetics, Hairdresser, Hairdressing school, Massage, Nail salon, Skin care, Spa, Waxing, Wigs
  • Pets: Dog care, Pet grooming, Pet supplies, Pets, Vetinary clinic
  • Phones: Phone repair, Phone service, Phones
  • Political: Politician's office
  • Prepared food: Bakery, Bar, Café, Candies, Caterer, Delicatessen, Donuts, Fast food, Fish and chips, Food court, Frozen yogurt, Ice Cream, Juice, Pizza, Prepared food, Restaurant, Snack bar
  • Realtor: Realtor
  • Recreation: Betting, Billiards, Bowling, Dance studio, Dive shop, Games, Gym, Martial Arts, Party supplies, Pool bar, Sports equipment, Video games, Yoga studio
  • Religion: Church, Religious items, Religious organization
  • Social services: Child and family services, Shelter, Social agency
  • Travel: Airline ticket office, Rides, Travel agent
  • Unknown: Unknown
  • Variety: Cards, Gifts, Variety

In some cases, I break down the types into subtypes. For example, I classify restaurants according to the cuisine they serve. In some cases, classifying a business is not straightforward. For example, the dividing lines between restaurants, cafés, bars, and fast food establishments are not clearcut.

Here is a list of all types and subtypes. The category to which each type belongs is given in parentheses.

  • Accountant (Business services)
  • Acupuncture (Medical)
  • Advertising agency (Business services)
  • Airline ticket office (Travel)
  • Appliances (Home furnishing)
  • Art (Art, books, music, video)
  • Art supplies (Art, books, music, video)
  • Art workshop (Art, books, music, video)
  • Audio equipment (Art, books, music, video)
  • Automobile repair (Automotive)
  • Automobiles (Automotive)  •  General  •  Used
  • Automotive supplies (Automotive)
  • Bags (Clothing)
  • Bakery (Prepared food)  •  Generic  •  Hungarian  •  Swiss  •  Vietnamese
  • Bank (Financial)
  • Bar (Prepared food)
  • Barber (Personal care)
  • Beauty products (Personal care)
  • Beauty salon (Personal care)
  • Bedding (Home furnishing)
  • Beds (Home furnishing)
  • Bee products (Miscellaneous)
  • Beer (Food)
  • Betting (Recreation)
  • Bike repair (Bikes and e-bikes)
  • Bikes (Bikes and e-bikes)
  • Billiards (Recreation)
  • Books (Art, books, music, video)  •  Antiquarian  •  Exchange  •  General  •  Used
  • Bowling (Recreation)
  • Bread (Food)
  • Builder (Home maintenance)
  • Building materials (Home maintenance)
  • Butcher (Food)
  • Café (Prepared food)  •  Board games  •  Bubble tea  •  Chinese  •  Colombian  •  Ethiopian  •  French  •  Generic  •  Internet  •  Korean  •  Shisha  •  Sports  •  Tea  •  Vegetarian  •  Vietnamese
  • Candies (Prepared food)
  • Candles (Home furnishing)
  • Cannabis (Drugs)
  • Cards (Variety)
  • Catalog store (Department store)
  • Caterer (Prepared food)
  • CDs (Art, books, music, video)  •  New  •  Used
  • Ceramics (Home furnishing)
  • Cheese (Food)
  • Child and family services (Social services)
  • Chiropractor (Medical)
  • Church (Religion)
  • Cigars (Drugs)
  • Cinema (Entertainment)  •  Documentary  •  Generic  •  X-rated
  • Cleaning service (Cleaning services)
  • Cleaning supplies (Cleaning services)
  • Clocks and watches (Miscellaneous)
  • Cloth (Home furnishing)
  • Clothes (Clothing)  •  Athletic  •  Children  •  Formal  •  General  •  Men  •  Uniforms  •  Used  •  Women
  • Coffee (Food)
  • Coffee equipment (Home furnishing)
  • Coins and stamps (Miscellaneous)
  • Comics (Art, books, music, video)
  • Computers (Electronics)  •  Games  •  New  •  Printers  •  Rental  •  Repair  •  Used
  • Convenience (Convenience)
  • Cosmetics (Personal care)
  • Courier (Business services)
  • Crafts (Art, books, music, video)
  • Crystals (Miscellaneous)
  • Cultural centre (Miscellaneous)
  • Cushions (Home furnishing)
  • Dairy products (Food)
  • Dance studio (Recreation)
  • Daycare center (Miscellaneous)
  • Delicatessen (Prepared food)
  • Dentist (Medical)
  • Department store (Department store)
  • Digital imaging (Art, books, music, video)
  • Dive shop (Recreation)
  • Dog care (Pets)
  • Donuts (Prepared food)
  • Drapery (Home furnishing)
  • Driving school (Automotive)
  • Drug paraphenalia (Drugs)
  • Drug store (Medical)
  • Dry cleaner (Cleaning services)
  • DVDs (Art, books, music, video)  •  New  •  Used
  • E-bike repair (Bikes and e-bikes)
  • E-bikes (Bikes and e-bikes)
  • E-cigarettes (Drugs)
  • Electrical appliances (Miscellaneous)
  • Electronics (Electronics)
  • Entertainment venue (Entertainment)
  • Environmental products (Miscellaneous)
  • Fast food (Prepared food)
  • Fish (Food)
  • Fish and chips (Prepared food)
  • Floor covering (Home furnishing)
  • Flowers (Miscellaneous)
  • Food (Food)  •  Caribbean  •  Dry goods  •  Ethiopian  •  General  •  Greek  •  Hispanic  •  Indian  •  Japanese  •  Korean  •  Lebanese  •  West Indian
  • Food court (Prepared food)
  • Frozen yogurt (Prepared food)
  • Funeral parlor (Miscellaneous)
  • Furnishings (Home furnishing)
  • Furniture (Home furnishing)
  • Furs (Clothing)
  • Futons (Home furnishing)
  • Games (Recreation)
  • Gifts (Variety)
  • Gym (Recreation)  •  Boxing  •  Climbing  •  General  •  Martial arts
  • Hairdresser (Personal care)
  • Hairdressing school (Personal care)
  • Hardware (Home maintenance)
  • Hats (Clothing)
  • Health food (Food)
  • Hemp products (Home furnishing)
  • Herbalist (Medical)
  • Home improvements (Home maintenance)
  • Hotel (Lodging)
  • Houseplants (Miscellaneous)
  • Ice Cream (Prepared food)
  • Income tax (Financial)
  • Insurance (Financial)
  • Interior design (Home maintenance)
  • Internet parlor (Internet parlor)
  • Jewelry (Personal adornment)
  • Jewelry repairs (Personal adornment)
  • Juice (Prepared food)
  • Kitchen equipment (Home furnishing)
  • Launderer (Cleaning services)
  • Laundromat (Cleaning services)
  • Law office (Legal services)
  • Leather goods (Clothing)
  • Library (Art, books, music, video)
  • Lingerie (Clothing)
  • Luggage (Miscellaneous)
  • Magazines (Newsagent)
  • Mail services (Business services)
  • Martial Arts (Recreation)
  • Masks (Medical)
  • Massage (Personal care)
  • Mattresses (Home furnishing)
  • Medical (Medical)
  • Medical clinic (Medical)
  • Medical laboratory (Medical)
  • Medical supplies (Medical)
  • Miscellaneous (Miscellaneous)
  • Money services (Financial)
  • Mortgages (Financial)
  • Multimedia studio (Art, books, music, video)
  • Music (Art, books, music, video)
  • Music studio (Art, books, music, video)
  • Musical instruments (Art, books, music, video)
  • Mystic readings (Entertainment)
  • Nail salon (Personal care)
  • Newspaper (Media)
  • Notary public (Legal services)
  • Office supplies (Business services)
  • Optician (Medical)
  • Optometrist (Medical)
  • Paint (Home maintenance)
  • Paper (Art, books, music, video)
  • Party supplies (Recreation)
  • Pawnshop (Financial)
  • Pet grooming (Pets)
  • Pet supplies (Pets)
  • Pets (Pets)
  • Phone repair (Phones)
  • Phone service (Phones)
  • Phones (Phones)
  • Photo studio (Art, books, music, video)
  • Photocopies (Business services)
  • Photofinishing (Art, books, music, video)
  • Photography equipment (Art, books, music, video)
  • Physician (Medical)
  • Picture framing (Art, books, music, video)
  • Pizza (Prepared food)
  • Plumber (Home maintenance)
  • Politician's office (Political)
  • Pool bar (Recreation)
  • Post office (Miscellaneous)
  • Posters (Art, books, music, video)
  • Precious metals (Financial)
  • Prepared food (Prepared food)
  • Printing (Business services)
  • Produce (Food)  •  General  •  Organic
  • Publisher (Media)
  • Radio station (Media)
  • Radios (Art, books, music, video)
  • Realtor (Realtor)
  • Records (Art, books, music, video)
  • Religious items (Religion)
  • Religious organization (Religion)
  • Restaurant (Prepared food)  •  Arabic  •  Argentinian  •  Asian  •  Barbecue  •  Brazilian  •  Burgers  •  Caribbean  •  Chinese  •  Colombian  •  Eritrean  •  Ethiopian  •  French  •  Generic  •  Greek  •  Hawaiian  •  Hungarian  •  Indian  •  Italian  •  Japanese  •  Korean  •  Lebanese  •  Malaysian  •  Mediterranean  •  Mexican  •  Middle Eastern  •  Nepalese  •  Nicaraguan  •  Pakistani  •  Salads and wraps  •  Salvadorean  •  Seafood  •  Singaporean  •  Spanish  •  Swiss  •  Taiwanese  •  Takeout  •  Tex-Mex  •  Thai  •  Turkish  •  Vegetarian  •  Vietnamese
  • Rides (Travel)
  • School (Educational)
  • Service station (Automotive)
  • Shelter (Social services)
  • Shoe repair (Miscellaneous)
  • Shoes (Clothing)
  • Skin care (Personal care)
  • Snack bar (Prepared food)
  • Social agency (Social services)
  • Soft toys (Miscellaneous)
  • Spa (Personal care)
  • Sports equipment (Recreation)
  • Stationery (Art, books, music, video)
  • Supermarket (Food)
  • Tailor (Clothing)
  • Tattoos (Personal adornment)
  • Tax services (Financial)
  • Tea (Food)
  • Televisions (Art, books, music, video)
  • Threading (Personal adornment)
  • Tobacco (Drugs)
  • Toys (Miscellaneous)
  • Travel agent (Travel)
  • Unknown (Unknown)
  • Upholstering (Home furnishing)
  • Upholstery (Home furnishing)
  • Upscale goods (Miscellaneous)
  • Used goods (Miscellaneous)
  • Variety (Variety)
  • Vetinary clinic (Pets)
  • Video (Art, books, music, video)
  • Video games (Recreation)
  • Vitamins (Food)
  • Watch repair (Miscellaneous)
  • Watchmaker (Miscellaneous)
  • Waxing (Personal care)
  • Wigs (Personal care)
  • Wine (Food)
  • Wool (Miscellaneous)
  • Writing center (Art, books, music, video)
  • Yoga studio (Recreation)

Here are the dates of my surveys.

  • 1995: 1995-08-23 to 1995-08-25
  • 1996: 1996-08-21 to 1996-08-23
  • 1997: 1997-08-26 to 1997-08-27
  • 1998: 1998-08-25 to 1998-08-27
  • 1999: 1999-08-06 to 1999-08-09
  • 2000: 2000-08-24 to 2000-08-28
  • 2001: 2001-09-15 to 2001-09-16
  • 2002: 2002-09-03 to 2002-09-05
  • 2003: 2003-08-31 to 2003-09-01
  • 2004: 2004-08-26 to 2004-08-27
  • 2005: 2005-09-05 to 2005-09-06
  • 2006: 2006-09-10 to 2006-09-10
  • 2007: 2007-08-31 to 2007-09-02
  • 2008: 2008-08-25 to 2008-08-25
  • 2009: 2009-09-07 to 2009-09-07
  • 2010: 2010-09-06 to 2010-09-06
  • 2011: 2011-09-05 to 2011-09-05
  • 2012: 2012-09-09 to 2012-09-09
  • 2013: 2013-09-02 to 2013-09-02
  • 2014: 2014-09-01 to 2014-09-01
  • 2015: 2015-09-01 to 2015-09-01
  • 2016: 2016-09-05 to 2016-09-05
  • 2017: 2017-09-04 to 2017-09-04
  • 2018: 2018-09-03 to 2018-09-03
  • 2019: 2019-09-02 to 2019-09-02
  • 2020: 2020-09-06 to 2020-09-19
  • 2021: 2021-09-06 to 2021-09-06
  • 2022: 2022-09-05 to 2022-09-05
  • 2023: 2023-09-04 to 2023-10-12 (Spadina-Christie surveyed 2023-9-4. Christie-Lansdowne completed 2023-10-12.)
  • 2024: 2024-08-30 to 2024-09-02

Directories

Starting in 1833, and in most years since 1859, up to 2001, directories of all addresses in Toronto were published. The publisher had canvassers who visited every address. For residences, they obtained the name and, in some cases, profession and employer, of the head of the household, and asked whether that person owned or rented the accommodation. For businesses, they obtained the name and noted the nature of the goods or services sold, if unclear from the name of the business. Phone numbers were also obtained in most cases, once telephone service became available. Up to 1967, each directory presents this information in three ways: an alphabetical listing by last name of all individuals, a listing by street, and a listing of businesses classified by they type of goods or services they offered. After 1967, the third section was replaced by a listing that includes only businesses that paid to be included. These directories have been scanned and are available on archive.org — see this page of the website of the Toronto Public Library.

I am currently entering the data in these directories for the Spadina-Christie sector of my survey area for years prior to 1995, when I conducted my first survey. The information page about the directories on the Toronto Public Library site suggests that the data published in the directory for any year y was collected in year y - 1, and I have associated that data with year y - 1 in my database. For directories labelled with two years, like 1985–86, I have associated the data with the first of the two years.

The directory listings by street contain most of the information I need, but I have encountered the following issues.

  • In many cases, multiple businesses are listed at the same address, with no indication of which ones were at street level. I have tried to make sensible guesses.
  • In some cases, the numbering scheme for the current buildings distinguishes between street-level spaces and ones on upper floors. For example, on the north side of Bloor between Brunswick and Howland, 416, 422, 424, 430, 432, and 438 are at street level, whereas 418, 420, 426, 428, 434, and 436 are upstairs, and on the south side between Palmerston and Euclid, 615, 617, 619, and 621 are at street level, whereas 615A, 617A, 619A, and 621A are upstairs. In other cases, second-floor spaces use the same number as the street-level space downstairs. For buildings that no longer exist, I have found no way to be certain about whether a particular number was at street level. In some cases, numbers have been reassigned when buildings have been replaced, in which case I have recorded them as separate locations. For example, 575 is the number currently assigned to the commercial space on the south side of Bloor just east of Markham, but it was previously assigned to a much smaller space half a block east, which I call 575 [o].
  • After 1967, when no classified listing of all businesses was published, it is not possible to determine the nature of some businesses. In some cases, the nature of a business is apparent from its name, but in other cases it is not. For example, the nature of the business "Basix" listed at 475 in 1994 is unclear. I have classified the type of all such businesses as "unknown".
  • In some years, some addresses are not listed — presumably errors — or are listed as "–", which signifies that the occupant could not be reached, or say "no return". In some cases, such locations may have been vacant, diminishing the quality of the data on vacancies before 1995. If a business is listed at a given address in years y and y + 2, but there is no listing for the address in year y + 1, I have assumed that the omission in year y + 1 is an error, and have included the business at that address in that year.

For each year prior to 1995, here are the directories from which I have obtained data, with the page number on which listings for the Spadina–Christie section of Bloor begin.

  • 1950: 1951 Toronto City Directory (Might Directories), p. 1935
  • 1951: 1952 Toronto City Directory (Might Directories), p. 1911
  • 1952: 1953 Toronto City Directory (Might Directories), p. 1826
  • 1953: 1954 Toronto City Directory (Might Directories), p. 1655
  • 1954: 1955 Toronto City Directory (Might Directories), p. 1694
  • 1955: 1956 Toronto City Directory (Might Directories), p. 1797
  • 1956: 1957 Toronto City Directory (Might Directories), p. 1821
  • 1957: 1958 Toronto City Directory (Might Directories), p. 1903
  • 1958: 1959 Toronto City Directory (Might Directories), p. 1666
  • 1959: Might's 1960 Greater Toronto City Directory (Might Directories), p. 1684
  • 1960: Might's 1961 Greater Toronto City Directory (Might Directories), p. 1667
  • 1961: Might's 1962 Greater Toronto City Directory (Might Directories), p. 1716
  • 1962: Might's 1963 Greater Toronto City Directory (Might Directories), p. 1725
  • 1963: Might's 1964 Greater Toronto City Directory (Might Directories), p. 1676
  • 1964: Might's 1965 Greater Toronto City Directory (Might Directories), p. 1748
  • 1965: Might's 1966 Greater Toronto City Directory (Might Directories), p. 1602
  • 1966: Might's 1967 Greater Toronto City Directory (Might Directories), p. 1617
  • 1967: Might's 1968 Greater Toronto City Directory (Might Directories), p. 1549
  • 1968: Might's 1969 Metropolitan Toronto City Directory (Might Directories), p. 1628
  • 1969: Might's Metropolitan Toronto (York County, Ontario) City Directory 1970 (Might Directories), p. 1550
  • 1970: Might's Metropolitan Toronto (York County, Ontario) City Directory 1971 (Might Directories), p. 1528
  • 1971: Might's Metropolitan Toronto (York County, Ontario) City Directory 1972 (Might Directories), p. 1548
  • 1972: Might's Metropolitan Toronto (York County, Ontario) City Directory 1973 (Might Directories), p. 1534
  • 1973: Might's Metropolitan Toronto (York County, Ontario) City Directory 1974 (Might Directories), p. 1584
  • 1974: Might's Metropolitan Toronto (York County, Ontario) City Directory 1975 (Might Directories), p. 1620
  • 1975: Might's Metropolitan Toronto (York County, Ontario) City Directory 1976 (Might Directories), p. 1689
  • 1976: Might's Metropolitan Toronto (York County, Ontario) City Directory 1977 (Might Directories), p. 1749
  • 1978: Might's Metropolitan Toronto (York County, Ontario) City Directory 1978-79 (Might Directories), p. 1791
  • 1979: 1980 Metropolitan Toronto (York County Ontario) City Directory (R. L. Polk & Co.), p. 1879
  • 1981: 1981-82 Metropolitan Toronto (York County Ontario) City Directory (R. L. Polk & Co.), p. 1957
  • 1982: 1983 Metropolitan Toronto (York County Ontario) City Directory (R. L. Polk & Co.), p. 2000
  • 1985: 1985/86 Metropolitan Toronto (York County Ontario) City Directory (Might Directories), p. 1830
  • 1987: 1988 Metropolitan Toronto City Directory Central Edition, Volume 1 (R. L. Polk & Co.), p. 1346
  • 1989: 1990 Metropolitan Toronto City Directory Central Edition (Might Directories), p. 1120
  • 1991: Polk 1992 Metropolitan Toronto City Directory Central Edition (R. L. Polk & Co.), p. 1406
  • 1992: Polk 1993 Metropolitan Toronto City Directory Central Edition, Volume 2 (Polk Canada Ltd.), p. 225
  • 1994: 1995 City of Toronto (West of Yonge) & York Directory (Polk Canada Ltd.), p. 585