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Identifying Urban Neighborhood Names Through User-Contributed Online Property Listings
Article Identifying urban neighborhood names through user-contributed online property listings Grant McKenzie1, Zheng Liu2, Yingjie Hu3, and Myeong Lee2 1 McGill University, Montréal, Canada; 2 University of Maryland, College Park, USA; 3 University at Buffalo, Buffalo, USA * Correspondence: [email protected] Version September 22, 2018 submitted to ISPRS Int. J. Geo-Inf. 1 Abstract: Neighborhoods are vaguely defined, localized regions that share similar characteristics. 2 They are most often defined, delineated, and named by the citizens that inhabit them rather than 3 municipal government or commercial agencies. The names of these neighborhoods play an important 4 role as a basis for community and sociodemographic identity, geographic communication, and 5 historical context. In this work we take a data-driven approach to identifying neighborhood names 6 based on the geospatial properties of user-contributed rental listings. Through a random forest 7 ensemble learning model applied to a set of spatial statistics for all n-grams in listing descriptions, 8 we show that neighborhood names can be uniquely identified within urban settings. We train a 9 model based on data from Washington, DC and test it on listings in Seattle, WA and Montréal, QC. 10 The results indicate that a model trained on housing data from one city can successfully identify 11 neighborhood names in another. In addition, our approach identifies less common neighborhood 12 names and suggestions alternative or potentially new names in each city. These findings represent a 13 first step in the process of urban neighborhood identification and delineation. 14 Keywords: neighborhood; neighborhood name; random forest; spatial statistics; housing; craigslist 15 PRE-PRINT 16 1. -
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Westmount Square”, Westmount “Heritatage”, Old Port
WESTMOUNT INDEPENDENT Weekly. Vol. 13 No. 3a We are Westmount March 5, 2019 Turcot work to close public Astronaut Thirsk visits Roslyn access to Public Works yard By Laureen Sweeney way and is presenting untold challenges to the Public Works operations, he said. The KPH-Turcot consortium building Information is hard to obtain from the the new Highway 136 at the foot of West- consortium, but at least one of the garages mount will be moving workers and ma- will be difficult to access. The city has work chinery into the city’s Public Works yard to do around the gas tanks and space for “tentatively” in mid-March, city director employees on the parking lot will be re- general Benoit Hurtubise announced last duced. week. This will close off public access to The area will also be “completely off the area for an unknown number of limits” to residents and contractors using months. the usual containers along the retaining “I wouldn’t say a year but several wall for dropping off recyclables, branch- months,” he said. “We don’t know how long.” es and dumping other material. “It’s a mat- The work involves rebuilding and pin- ter of safety,” Hurtubise said. ning up the retaining wall to the new high- As a result, people will be directed to use the two nearest eco-centres in Côte des Don’t Miss It Neiges and LaSalle. He said the city would find another lo- Wednesday, March 6 cation for its distribution of spring com- Héma-Québec Blood Drive. post to residents. -
June 18, 20 13 City, Prospect-Ors Swing Into Strike: Rec
WESTMOUNT INDEPENDENT Weekly. Vol. 7 No. 6c We are Westmount June 18, 20 13 City, Prospect-ors swing into Strike: Rec. centre worksite quiet action against railway plans CP denied access from street, mediation sought By Laureen Sweeney Prospect St. as a worksite access, Council - lor Theodora Samiotis said. It took less than a day for the city and a It was the first step –quickly followed group of Prospect residents to take action by others the same day – in a joint effort to against the proposed overnight work on effect changes in the work and scheduling the railway tracks this summer and the po - of the construction project set to start in sitioning of large new signalling struc - mid-July. tures in front of houses. A draft letter to the Canadian Trans - In strategies and options worked out at portation Agency (CTA) from Mayor Peter a private meeting June 13 between Mayor Trent was fine-tuned to request official me - Peter Trent and residents, city officials diation by the railway regulatory body. turned down a formal request the next day Prospect residents sought legal advice from Canadian Pacific (CP) to use and prepared their own letter of protest, according to resident Frank Candido. They asked that Westmount-Ville Marie MP City page p. 30 Marc Garneau intervene. No one was seen at the arena/pool work site the morning of June 17. Construction workers are on strike The city also requested across the province. See p. 3 for story. Photo: Westmount Independent Letters p. 6 CP and the Agence mét - continued on p. -
Greene Avenue Detail of Painting Depicting the Tollgate at East Entrance to the Village of Côte St
The Westmount Historian NEWSLETTER OF THE WESTMOUNT HISTORICAL ASSOCIATION VOLUME 12 NUMBER 1 SEPTEMBER 2011 Greene Avenue Detail of painting depicting the tollgate at east entrance to the Village of Côte St. Antoine (1879-1890), which became Westmount in 1895. Greene Avenue was named on May 5, 1884. The Westmount Historian PRESIDENT’S MESSAGE NEWSLETTER OF THE WESTMOUNT n Westmount, history is everywhere. You walk down a HISTORICAL ASSOCIATION Istreet and ask yourself how did it start? Who named it? When and why? In this September issue of our newsletter September 2011 we explore Greene Avenue, which became Westmount’s Volume 12 • Number 1 first commercial centre. Every business and every street number has its story to tell. You will find maps and an ex- EDITOR: Doreen Lindsay planation of how the Grey Nuns (Les Sœurs Grise de Mon- tréal) acquired the entire west side of Greene Avenue CONTRIBUTORS: between Ste. Catherine and Sherbrooke Streets by 1858, how Doreen Lindsay Marie-Andrée Cantillon they used this property and to whom they eventually sold. Amongst the antique shops, jewellers, fashion designers, realtors, phar macies, Photos: WHA Archives unless otherwise indicated bookstores, health stores, and children’s stores two elements that have pre- dominated over the years are art galleries and restaurants. The West End Art Gallery was opened on the Avenue in 1964 by Florence WESTMOUNT HISTORICAL ASSOCIATION Millman, and is continued today by her son Michael Millman. BOARD OF DIRECTORS Westmounters have enjoyed many fine restaurants on Greene over the years. 2011 – 2012 The recent change of ownership of Bistro On The Avenue leads to the continu- Doreen Lindsay, president Caroline Breslaw, vice-president ation of this twenty-year-old French style restaurant that opened in 1991. -
Health and Social Service Resources for English-Speaking Communities in the East End of Montreal
The East Island Network for English Language Services Le Réseau de l'Est de l'Île pour les services en anglais Health and Social Service Resources for English-Speaking Communities in the East End of Montreal 2018 Health and Social Service Resources for English-Speaking Communities in the East End of Montreal 2018 Updated Summer 2018 Developed by Le Réseau de l'Est de l'Île pour les services en anglais The East Island Network for English Language Services 8370 Lacordaire Boulevard, suite 312 St-Léonard, QC H1R 3Y6 Telephone: (514) 955-8370 ext. 2217 Fax: (514) 274-1325 Email: [email protected] Website: www.reisa.ca Notice of Keeping Information Current: Please note that the information contained in this document is subject to change. REISA will not be held responsible for any content that may be out of date. Do not hesitate to contact us if you have any questions or comments. MISSION REISA, a community organization, works to increase access to health and social services in English for residents of Montreal’s East end, through collaboration with public, private and community stakeholders. PROFILE According to a study by the Community Health and Social Services Network (CHSSN) and Pocock (2014), English-speaking communities in the East end of the island represent a significant 14,8% of the area’s population. However, it is common that the needs of these communities are overlooked. REISA seeks to promote the English language as a communication tool and not as the language of work, in areas where minority groups are more comfortable receiving services in English than in French. -
Canadian Pacific Railway Quebec District = Montreal Terminals
CANADIAN PACIFIC RAILWAY QUEBEC DISTRICT = MONTREAL TERMINALS TIME TABLE TAKING EFFECT at 12.01 a.m., SUNDAY, SEPTEMBER 29th, 1935 GOVERNED BY EASTERN STANDARD TIME FOR THE INFORMATION AND GUIDANCE OF EMPLOYEES ONLY THE SUPERIOR DIRECTION IS EAST OR SOUTH, AND EAST OR SOUTH BOUND TRAINS ARE SUPERIOR TO TRAINS OF THE SAME CLASS IN THE OPPOSITE (INFERIOR) DIRECTION THE COMPANY'S RULES ARE PRINTED SEPARATELY IN BOOK FORM. EVERY EMPLOYEE WHOSE DUTIES ARE PRESCRIBED BY THE RULES AND EVERY EMPLOYEE WHOSE DUTIES ARE CONNECTED WITH THE MOVEMENT OF TRAINS, MUST HAVE A COPY OF THE RULES AND OF CURRENT TIME TABLE ACCESSIBLE WHEN ON DUTY H. J. HUMPHREY, J. K. SAVAGE, VICE-PRESIDENT AND GENERAL MANAGER GENERAL SUPERINTENDENT TIME TABLE No. 142—SEPTEMBER 29th, 1935 MEDICAL OFFICERS Page FROM TO Miles 3 Place Viger Jacques Cartier Jet 9.0 NAME PHONE STREET ADDRESS 4 St. Luc Branch 2.1 DR. H. A. BEATTY, Chief Medical Officer 52 Howland Ave., Toronto 4 Montreal (Windsor Stn.) Ballantyne 7.4 DR. E. P. GRENIER Harbour 2622 3744 St. Denis St. 4 Montreal West South Jet 1.0 DR. J. L. DAY Fitzroy60l2 455 Mt. Pleasant Ave. 4 Montreal West North Jet I.I DR. J. A. DEMERS Harbour 0733 1058 St. Denis St. 4 Adirondack Jet Bresiay 113 DR. H. S. SHAW Dollard 6789 205 St. Catherine Road 4 Outremont Mile End 1.4 DR. F. H. GATIEN Lachine 160 68 Fifteenth Avenue South Bank Branch 10.7 DR. W. C. WlNFREY Falkirk 1579 825 Bienville Street Total.. 44.0 DR. ROY H. -
Southern Décarie Design Brief ______
Southern Décarie Design Brief _____________________________________________________________________________ The Advanced Urban Laboratory Urban Studies Programme Concordia University 2002 Pierre Gauthier, Editor Assistant editors: Minori IDE, Alexander KRAVEC Graphic design by Alexander KRAVEC Planning and design team: Daniel BLAIS; Lee BOROS; Murlene CEUS; Pui Shan CHAN; Mark CODOGNO; Geoffrey COLE; Joel DAVIES; Monica DI IORIO; Jake DULAY; Claire FROST; Sylvia GADZINSKI; Ying-Chang JEN; Beatrice JONAH; Alexander KRAVEC; Irene LEUNG; Barry McLAUGHLIN; Meishel MIKHAIL; Mark MITEV; Marc OUELLET; Ann ROMANOWSKI; Mark RUBINO; Victor SCHINAZI; Carrie SEGAL; Wai Ling SIT; Vartan SOULAKIAN; Sophie TELLIS; Sandra TRANTINO; James TURRIFF; Charles ZEITOUNE Table of Contents 1. Introduction.................................................................................................................................. 3 1.1 The Advanced Urban Laboratory.......................................................................................... 3 1.2 Urban Design and Sustainable development........................................................................ 3 1.3 Urban design and the making of the urban form .................................................................. 5 2. Southern Décarie Overview......................................................................................................... 6 2.1 Background .......................................................................................................................... -
Westmount Independent, May 10, 2011
WESTMOUNT INDEPENDENT Weekly. Vol. 5 No. 5b We are Westmount May 10-11, 20 11 Community volunteers at heart of $5-million campaign Bixis are here City hires arena/pool fundraising advisor The first Bixi station in By Laureen Sweeney bishment in 1994. Westmount was inaugurated on the corner of Greene Ave. “This means things are ramping up,” and de Maisonneuve Blvd. The hiring of a part-time fundraising Finance commissioner Tim Price told the May 9. “I’m very happy that advisor for the arena/pool project was ap - Independent . we finally have Bixi, and I proved by city council May 3 to lead and “We will now start meeting with com - think that Bixi is very happy coordinate the $5-million community munity leaders to identify volunteers to that they finally have us,” campaign over the next 18 months. raise funds from different segments of the Mayor Peter Trent told a Westmount resident Colleen MacKin - population through a number of initia - crowd of about 30 onlookers non, a public relations and fundraising tives.” A prominent resident will also be before he set off down de consultant, will help with strategic plan - selected as campaign chairman. Maisonneuve to try out one ning, advocacy and financial management The arena/pool campaign is slated to be of the bikes. See story, p. 3. in the same way that a professional did for launched in September, Photo: Martin C. Barry the Westmount Public Library’s refur - Price said. This is when continued on p. 27 Inside Don’t Miss It City page p. -
High-End Commercial Unit Available in Westmount
Commercial condo for sale or for lease 4120 Sainte-Catherine Street West Westmount, Québec H3Z 1P4 High-end commercial unit Commercial condo of available in Westmount 2,784 square feet Steps away from the - Prestigious commercial condominium of 2,784 square feet Atwater metro station located on the ground floor, across the street from the Westmount Square and the Atwater metro station, steps away from Greene Avenue and Plaza Alexis-Nihon. Large fenestration with abundant natural light - The unit is part of a six-storey, high-quality commercial condominium building built in 1989. Wealthy, high-traffic - Immediate occupancy available. residential sector Robert Emblem Kevin Marshall Avison Young Get more Vice President Commercial Real Estate Broker 1200 McGill College Avenue Real Estate Broker +1 514 316 6654 Suite 2000 information +1 514 360 3641 Montréal, Québec H3B 4G7 Avison Young Commercial Real Estate Services, LP, Commercial Real Estate Agency Commercial condo for sale or for lease 4120 Sainte-Catherine Street West Leasing Details Sale Details Level Ground floor Asking Price $2,999,900 Municipal Evaluation, Suite Suite 100 $119,600 Land Municipal Evaluation, Available Area 2,784 square feet $1,102,400 Condo Municipal Evaluation, Asking Rent $45.00 per square foot $1,222,000 Property Additional Rent $25.73 per square foot Municipal Taxes $45,135.09 In-Space Power Metered School Tax $1,844.49 Gross Rent $70.73 per square foot Total Taxes $46,979.58 Tenant Improvement To be determined Condo Fees $24,642 Allowance Participating broker -
Ottawa's Canadian War Museum P. 20
Help Generations help kids generationsfoundation.com O 514-933-8585 NOVEMBER2008 theseniortimes.com VOL.XXIIIN 2 INSIDE Brothers in arms p. 5 GUIDE TO RESIDENCES Residence, Condo and Apartment Listings pp. 35-41 Before you sign p. 13 Running the show pp. 24, 34 Ottawa’s Canadian War Museum p. 20 Editorial: Don’t allow our infrastructure to deteriorate Mot du premier ministre The worldwide stock market im- pects an additional 5 million Amer- Le jour du Souvenir rend hommage à tous ces plosion and the start of a recession icans to join the 47 million already femmes et hommes, héros de guerre, à l’ines- in North America present a partic- without health care in 2006 accord- timable sacrifice qu’ils ont fait pour que l’avenir ular challenge to our governments. ing to the U.S. Census Bureau – du monde soit meilleur. With his increased standing in the 15.8% of the population, a rate that Honorons la mémoire de ceux que la guerre Commons, Stephen Harper will be has increased for six consecutive nous a enlevés, saluons nos vétérans qui sont tou- tempted to pursue his belief in trickle- years. A recent survey of 4500 U.S. jours avec nous, et pensons à nos militaires québé- down economic policies. We think hospitals, reported in the New York cois et canadiens qui sont présentement en otherwise. The decreased value of the Times, found that more than half mission à l’étranger pour défendre la paix, la jus- Canadian dollar, linked to the stun- were technically insolvent or at risk tice, la liberté, le respect des droits humains. -
Health and Social Service Resources for English-Speaking Communities in the East End of Montreal
Health and Social Service Resources for English-Speaking Communities in the East End of Montreal 2015 Le Réseau de l'Est de l'Île pour les services en anglais The East Island Network for English Language Services Health and Social Service Resources for English-Speaking Communities in the East End of Montreal 2015 Published October 2015 Developed by Le Réseau de l'Est de l'Île pour les services en anglais The East Island Network for English Language Services 8370 Lacordaire Boulevard, Suite 312 Saint-Léonard, Québec, H1R 3Y6 Telephone number: (514) 955 8370 # 2217 Fax number: (514) 274 1325 Email address: [email protected] Website: www.reisa.ca Notice of Keeping Information Current: Please note that the information contained in this document is subject to change. REISA will not be held responsible for any content that may be out of date. Do not hesitate to contact us if you have any questions or comments. 1 MISSION REISA, a community organization, works to increase access to health and social services in English for residents of Montreal’s east-end, through collaboration with public, private and community stakeholders. PROFILE According to a study by the Community Health and Social Services Network (CHSSN) and Pocock (2014), English-speaking communities in the east-end of the island represent a significant 14,8% of the area’s population. However, it is common that the needs of these communities are overlooked. REISA seeks to promote the English language as a communication tool and not as the language of work, in areas where minority groups are more comfortable receiving services in English than in French.