[{"data":1,"prerenderedAt":14787},["ShallowReactive",2],{"blog-is-highlands-edmonton-safe":3,"blog-related-pool":353},{"id":4,"title":5,"author":6,"body":7,"cover":337,"date":338,"description":339,"extension":340,"featured":341,"meta":342,"navigation":343,"path":344,"readTime":345,"seo":346,"stem":347,"tags":348,"__hash__":352},"blog/blog/is-highlands-edmonton-safe.md","Is the Highlands Edmonton Safe? What the Crime Data Actually Shows","Abraham Poorazizi",{"type":8,"value":9,"toc":326},"minimark",[10,21,24,27,32,35,87,90,94,97,100,189,192,195,204,208,211,233,236,240,243,246,250,253,256,260,263,281,285,288,291,323],[11,12,13],"blockquote",{},[14,15,16,20],"p",{},[17,18,19],"strong",{},"Data freshness:"," Edmonton Police Service and City of Edmonton open data, pulled live from the PickYourPlace database on 29 July 2026, with 2025 as the most recent complete year. Population and demographics from the Statistics Canada census. Property values from the City of Edmonton 2026 assessment roll. See the closing section for what these numbers do and do not cover.",[14,22,23],{},"You have found a house in the Highlands. It is a character home on a quiet street near the river valley, the price fits, and the drive downtown is short. Then someone points you at a Reddit thread, and the question lands the way it always does: is the Highlands safe?",[14,25,26],{},"If you are buying in northeast Edmonton, you have probably run into some version of this. The Highlands is one of the city's older communities, established and owner-heavy, the kind of place where a single anecdote can colour a whole search. But an anecdote is not a pattern. Here is what the Edmonton Police Service and City of Edmonton data show for the Highlands, and where the quick read gets it wrong.",[28,29,31],"h2",{"id":30},"the-highlands-at-a-glance","The Highlands at a Glance",[14,33,34],{},"The honest headline is that the raw crime rate and the safety score point in slightly different directions, and the gap between them is the whole story. Four numbers frame it:",[36,37,38,51],"table",{},[39,40,41],"thead",{},[42,43,44,48],"tr",{},[45,46,47],"th",{},"Measure (2025)",[45,49,50],{},"Highlands",[52,53,54,63,71,79],"tbody",{},[42,55,56,60],{},[57,58,59],"td",{},"Safety score",[57,61,62],{},"54 out of 100 (Edmonton median 58)",[42,64,65,68],{},[57,66,67],{},"Reported incidents",[57,69,70],{},"285 (59.1 per 1,000 residents)",[42,72,73,76],{},[57,74,75],{},"All-crime trend",[57,77,78],{},"Up 5.9% year over year",[42,80,81,84],{},[57,82,83],{},"Median assessed value (2026 roll)",[57,85,86],{},"$432,500",[14,88,89],{},"A rate of 59.1 incidents per 1,000 residents reads as high on its own, and on reported volume alone the Highlands does sit in the busier end of the city. Yet its composite safety score is 54 out of 100, a little under the Edmonton median of 58 rather than far down the table. That is not a contradiction. It is a signal that the score is measuring more than one thing.",[28,91,93],{"id":92},"why-the-score-sits-higher-than-the-raw-rate","Why the Score Sits Higher Than the Raw Rate",[14,95,96],{},"PickYourPlace's safety lens does not stop at counting incidents. The 0-to-100 score blends reported crime with the other factors that shape day-to-day safety: traffic history, street lighting, ambient noise, and how close police, fire, and health services are. A community can carry an above-average incident rate and still land near the middle overall because those other components work in its favour.",[14,98,99],{},"The Highlands is that case. Each component is worth reading against the Edmonton median rather than on its own:",[36,101,102,114],{},[39,103,104],{},[42,105,106,109,111],{},[45,107,108],{},"Safety component",[45,110,50],{},[45,112,113],{},"Edmonton median",[52,115,116,127,138,149,159,168,179],{},[42,117,118,121,124],{},[57,119,120],{},"Crime",[57,122,123],{},"18",[57,125,126],{},"57",[42,128,129,132,135],{},[57,130,131],{},"Street lighting",[57,133,134],{},"69",[57,136,137],{},"30",[42,139,140,143,146],{},[57,141,142],{},"Fire access",[57,144,145],{},"79",[57,147,148],{},"44",[42,150,151,154,157],{},[57,152,153],{},"Healthcare access",[57,155,156],{},"62",[57,158,148],{},[42,160,161,164,166],{},[57,162,163],{},"Noise",[57,165,126],{},[57,167,148],{},[42,169,170,173,176],{},[57,171,172],{},"Police access",[57,174,175],{},"31",[57,177,178],{},"41",[42,180,181,184,187],{},[57,182,183],{},"Traffic",[57,185,186],{},"100",[57,188,186],{},[14,190,191],{},"Crime is the clear drag, and it is the 59.1 figure showing up in the score. Street lighting is the standout in the other direction, more than double the city median, with fire access, healthcare access, and noise all comfortably above the middle. Two rows earn an asterisk: police access lands below the median, and traffic sits at 100 for the Highlands and for 333 of Edmonton's 337 communities, so it lifts every score equally and says nothing about this neighbourhood in particular.",[14,193,194],{},"That is how a busy incident count resolves into a 54: one badly lagging component, offset by lighting and emergency-service access that genuinely beat the city, with police proximity working against it rather than for it.",[14,196,197,198,203],{},"This is worth sitting with before you judge the neighbourhood on the 59.1 figure alone. A single number compresses several measures into one, and the compression hides the trade-off. If you want the full breakdown of what goes into a community score and why the components can disagree, we walk through it in ",[199,200,202],"a",{"href":201},"/blog/how-neighbourhood-scoring-works","how neighbourhood scoring works",".",[28,205,207],{"id":206},"the-category-breakdown-property-crime-is-the-line-to-watch","The Category Breakdown: Property Crime Is the Line to Watch",[14,209,210],{},"A neighbourhood's incident total matters less than what those incidents are. Split the Highlands' 2025 count into categories and a clear pattern appears.",[212,213,214,221,227],"ul",{},[215,216,217,220],"li",{},[17,218,219],{},"Property crime dominates, and it is rising."," At 154 incidents (31.9 per 1,000), property crime is more than half the total, and it climbed 18.5% year over year. This is the single line the data points at most directly, and much of it, theft from vehicles and similar, is insurable and partly within your control through where and how you park and store things.",[215,222,223,226],{},[17,224,225],{},"Mischief and graffiti is falling."," At 34 incidents (7.1 per 1,000), this category dropped 15.1% year over year.",[215,228,229,232],{},[17,230,231],{},"Personal violence is low and declining."," At 28 incidents (5.8 per 1,000), violent crime is the smallest of the three and fell 6.6% year over year.",[14,234,235],{},"Read together, the mix leans toward property offences against a backdrop of low and shrinking violence. That is a materially different lived experience than a neighbourhood carrying a comparable total driven by assaults.",[28,237,239],{"id":238},"the-trend-is-the-signal","The Trend Is the Signal",[14,241,242],{},"A one-year snapshot tells you where a place sits. The trend tells you which way it is moving, and that is often the more useful read for a buyer planning to stay several years.",[14,244,245],{},"The Highlands' all-crime count rose 5.9% year over year. Almost all of that increase traces to property crime, up 18.5%, while both mischief and personal violence moved the other way. So the upward tick is not broad. It is concentrated in one category, and it is the category most responsive to prevention. What the trend supports is narrower and more practical than a blanket \"getting worse\" story: watch property crime, and note that the violence trend is moving in a buyer's favour.",[28,247,249],{"id":248},"who-lives-here-and-what-that-adds","Who Lives Here, and What That Adds",[14,251,252],{},"Safety data reads differently once you know who is around it. The Highlands is owner-heavy, at 79.3% owner-occupied, with a median age of 44 and an average household size of 2.2. High ownership tends to mean lower turnover and longer tenure, which is context for how a community reports and responds to property crime rather than a safety verdict in itself.",[14,254,255],{},"The value picture is steady rather than dramatic. The median assessed value on the 2026 roll is $432,500, up 12.3% over five years and 2.0% in the latest year. For daily errands, the data counts 2 grocery destinations reachable in a 15-minute walk, a reminder that an established residential community and a dense walkable core are different products. If walk-to-groceries is a priority, that is a number to weigh, not a flaw to hold against the neighbourhood.",[28,257,259],{"id":258},"see-it-for-a-specific-highlands-address","See It for a Specific Highlands Address",[14,261,262],{},"Community data is one layer. A specific address is another, because two homes under the same neighbourhood label can sit in genuinely different settings. That is what an address-level report is for.",[14,264,265,266,270,271,275,276,280],{},"The full ",[199,267,269],{"href":268},"/edmonton/highlands/safety","safety breakdown for the Highlands"," lets you see the score's components side by side rather than as one blended figure, and the ",[199,272,274],{"href":273},"/edmonton/highlands","Highlands neighbourhood page"," puts safety next to value, access, and demographics. To ground it in the home you are actually considering, ",[199,277,279],{"href":278},"/analyze","run an Analyze report"," for the exact address and the scores, the walk radius, and the balance of lenses all shift to match it. Share the report with your agent before the showing; it reads as well across a kitchen table as it does on a screen.",[28,282,284],{"id":283},"what-the-data-doesnt-capture","What the Data Doesn't Capture",[14,286,287],{},"The data shows that the Highlands reports an above-average incident rate but still scores 54 out of 100 once traffic, street conditions, and service access are weighed, that property crime dominates and is rising while violence is low and falling, and that this is an owner-heavy, established community with steady values.",[14,289,290],{},"Here is what the numbers leave out:",[212,292,293,299,305,311,317],{},[215,294,295,298],{},[17,296,297],{},"Perceived safety:"," how safe you feel walking home late on a weeknight.",[215,300,301,304],{},[17,302,303],{},"Unreported incidents:"," a known gap in all crime statistics, especially for low-level theft and vandalism.",[215,306,307,310],{},[17,308,309],{},"Block-level variation:"," the figures describe the community; people live on individual streets.",[215,312,313,316],{},[17,314,315],{},"Time-of-day patterns:"," annual totals flatten the difference between an afternoon and a 2 a.m. stretch.",[215,318,319,322],{},[17,320,321],{},"What a 54 is:"," a weighted composite out of 100, not a rank. It is not the same as saying the Highlands is safer than 54% of Edmonton, and the components can disagree, which is why the breakdown above matters more than the headline.",[14,324,325],{},"Scores are doors, not verdicts. If you prioritize an established, owner-heavy community with low violence and are willing to plan around vehicle-focused property crime, the Highlands' trade-off may fit. If a rising property-crime line is a dealbreaker regardless of category, the same data tells you exactly which trend to keep watching. Either way, the read starts with the numbers, not the thread.",{"title":327,"searchDepth":328,"depth":328,"links":329},"",2,[330,331,332,333,334,335,336],{"id":30,"depth":328,"text":31},{"id":92,"depth":328,"text":93},{"id":206,"depth":328,"text":207},{"id":238,"depth":328,"text":239},{"id":248,"depth":328,"text":249},{"id":258,"depth":328,"text":259},{"id":283,"depth":328,"text":284},"/images/blog/is-highlands-edmonton-safe/cover.png","2026-07-29","Is the Highlands Edmonton safe? We pulled the Edmonton Police Service crime data for this established north-side community and read it category by category.","md",false,{},true,"/blog/is-highlands-edmonton-safe","6 min read",{"title":5,"description":339},"blog/is-highlands-edmonton-safe",[349,350,351],"Safety","Edmonton","Data Insights","h4CVr4npagDuEH1UKFwTGWxnFYMj2iCdZE0ad9r9E0M",[354,579,1506,2200,2449,3221,3671,4059,4691,5291,5626,5827,6039,6901,9000,9546,10220,10926,11162,11255,11608,11758,11897,12306,12488,12740,14449,14538],{"id":4,"title":5,"author":6,"body":355,"cover":337,"date":338,"description":339,"extension":340,"featured":341,"meta":576,"navigation":343,"path":344,"readTime":345,"seo":577,"stem":347,"tags":578,"__hash__":352},{"type":8,"value":356,"toc":567},[357,363,365,367,369,371,407,409,411,413,415,485,487,489,493,495,497,511,513,515,517,519,521,523,525,527,529,537,539,541,543,565],[11,358,359],{},[14,360,361,20],{},[17,362,19],{},[14,364,23],{},[14,366,26],{},[28,368,31],{"id":30},[14,370,34],{},[36,372,373,381],{},[39,374,375],{},[42,376,377,379],{},[45,378,47],{},[45,380,50],{},[52,382,383,389,395,401],{},[42,384,385,387],{},[57,386,59],{},[57,388,62],{},[42,390,391,393],{},[57,392,67],{},[57,394,70],{},[42,396,397,399],{},[57,398,75],{},[57,400,78],{},[42,402,403,405],{},[57,404,83],{},[57,406,86],{},[14,408,89],{},[28,410,93],{"id":92},[14,412,96],{},[14,414,99],{},[36,416,417,427],{},[39,418,419],{},[42,420,421,423,425],{},[45,422,108],{},[45,424,50],{},[45,426,113],{},[52,428,429,437,445,453,461,469,477],{},[42,430,431,433,435],{},[57,432,120],{},[57,434,123],{},[57,436,126],{},[42,438,439,441,443],{},[57,440,131],{},[57,442,134],{},[57,444,137],{},[42,446,447,449,451],{},[57,448,142],{},[57,450,145],{},[57,452,148],{},[42,454,455,457,459],{},[57,456,153],{},[57,458,156],{},[57,460,148],{},[42,462,463,465,467],{},[57,464,163],{},[57,466,126],{},[57,468,148],{},[42,470,471,473,475],{},[57,472,172],{},[57,474,175],{},[57,476,178],{},[42,478,479,481,483],{},[57,480,183],{},[57,482,186],{},[57,484,186],{},[14,486,191],{},[14,488,194],{},[14,490,197,491,203],{},[199,492,202],{"href":201},[28,494,207],{"id":206},[14,496,210],{},[212,498,499,503,507],{},[215,500,501,220],{},[17,502,219],{},[215,504,505,226],{},[17,506,225],{},[215,508,509,232],{},[17,510,231],{},[14,512,235],{},[28,514,239],{"id":238},[14,516,242],{},[14,518,245],{},[28,520,249],{"id":248},[14,522,252],{},[14,524,255],{},[28,526,259],{"id":258},[14,528,262],{},[14,530,265,531,270,533,275,535,280],{},[199,532,269],{"href":268},[199,534,274],{"href":273},[199,536,279],{"href":278},[28,538,284],{"id":283},[14,540,287],{},[14,542,290],{},[212,544,545,549,553,557,561],{},[215,546,547,298],{},[17,548,297],{},[215,550,551,304],{},[17,552,303],{},[215,554,555,310],{},[17,556,309],{},[215,558,559,316],{},[17,560,315],{},[215,562,563,322],{},[17,564,321],{},[14,566,325],{},{"title":327,"searchDepth":328,"depth":328,"links":568},[569,570,571,572,573,574,575],{"id":30,"depth":328,"text":31},{"id":92,"depth":328,"text":93},{"id":206,"depth":328,"text":207},{"id":238,"depth":328,"text":239},{"id":248,"depth":328,"text":249},{"id":258,"depth":328,"text":259},{"id":283,"depth":328,"text":284},{},{"title":5,"description":339},[349,350,351],{"id":580,"title":581,"author":6,"body":582,"cover":1490,"date":1491,"description":1492,"extension":340,"featured":341,"meta":1493,"navigation":343,"path":1498,"readTime":1499,"seo":1500,"stem":1501,"tags":1502,"__hash__":1505},"blog/blog/avenue-best-neighbourhoods-2026-data-lens.md","Avenue named Calgary's best neighbourhoods for 2026. Here's how to pressure-test the list for your life.",{"type":8,"value":583,"toc":1479},[584,592,599,602,611,614,618,639,646,648,652,657,663,669,679,715,719,724,735,751,769,771,775,780,785,790,796,835,838,842,857,871,884,886,890,895,900,905,911,943,947,966,977,989,991,995,1000,1003,1009,1014,1019,1071,1078,1081,1085,1093,1107,1120,1122,1126,1131,1136,1141,1147,1189,1192,1198,1202,1224,1241,1253,1255,1259,1264,1269,1274,1280,1329,1332,1338,1342,1350,1367,1379,1381,1385,1388,1391,1405,1407,1411,1418,1425,1428,1431,1459,1462,1472,1474],[14,585,586,587,591],{},"Every year ",[588,589,590],"em",{},"Avenue"," publishes its Best Neighbourhoods list, and the 2026 edition is a genuinely good one. This year the magazine leaned on the Calgary Equity Index, comparing education, income, home-ownership, employment, age and cultural diversity across all 206 communities, to surface six standouts: North Glenmore Park, Scarboro, Martindale, Mission/Cliff Bungalow, Evanston and New Brighton.",[14,593,594,595,598],{},"It's a strong starting point. But notice what that index measures: who ",[588,596,597],{},"lives"," in a neighbourhood. That's a different question from the one you're actually asking when you're choosing where to move. What's my commute, can my kid walk to school safely, will I find parking, what does the home cost, and how exposed is it to flood or hail.",[14,600,601],{},"That second question is the one PickYourPlace is built to answer. We score every Calgary community across five lenses (Property Value, Safety, Accessibility, Demographics and Climate) using real data, never estimates. So we ran Avenue's six picks through all five. Below, each neighbourhood gets what Avenue loved, the one thing Avenue itself flagged, and the data underneath. Plus the part no \"best of\" list can tell you: how the very same scores read completely differently depending on who you are.",[11,603,604],{},[14,605,606,607,610],{},"Have a question one of these scores raises? You can ask it directly. That's what PickYourPlace's Ask module is for. Try ",[588,608,609],{},"\"is Martindale's commute actually workable from downtown?\""," and get a real answer, not a list.",[612,613],"hr",{},[28,615,617],{"id":616},"the-five-lenses-quickly","The five lenses, quickly",[14,619,620,623,624,626,627,630,631,634,635,638],{},[17,621,622],{},"Property Value"," is what homes actually cost and how values are moving. ",[17,625,349],{}," covers crime, traffic, lighting and emergency access. ",[17,628,629],{},"Accessibility"," is transit, schools, groceries, recreation, how walkable daily life really is. ",[17,632,633],{},"Demographics"," captures income, employment, diversity, density and commute patterns. ",[17,636,637],{},"Climate"," is resilience to flood, wildfire, hail, heat and more.",[14,640,641,642,645],{},"Every score below is a percentile rank within Calgary (0 to 100). One rule shapes all of it: real data or nothing. Where a community isn't scored on something, we say so rather than guess. And every score is a ",[588,643,644],{},"door",", not a verdict. The number gets you to the right question; it isn't the answer by itself.",[612,647],{},[28,649,651],{"id":650},"north-glenmore-park","North Glenmore Park",[14,653,654],{},[588,655,656],{},"Avenue: \"The best of inner-city living and proximity to nature.\"",[14,658,659,662],{},[17,660,661],{},"What Avenue loved:"," The Glenmore Reservoir on your doorstep, Weaselhead Flats, an inclusive playground with a winter skating trail, and a 10-minute drive to Mount Royal University and Rockyview Hospital.",[14,664,665,668],{},[17,666,667],{},"Avenue's flag:"," Crowchild and Glenmore Trail make getting in and out a challenge, especially congested at the start and end of the school day.",[670,671,676],"pre",{"className":672,"code":674,"language":675},[673],"language-text","North Glenmore Park (percentile rank in Calgary, 0-100)\n  Safety 31    Value 76    Access 56    Demographics 41    Climate 81\n","text",[677,678,674],"code",{"__ignoreMap":327},[14,680,681,684,685,687,688,691,692,695,696,699,700,703,704,707,708,711,712,203],{},[17,682,683],{},"Reading past the headline."," That Safety ",[17,686,175],{}," looks alarming until you open it, and this is the clearest \"scores are doors\" case on the whole list. Streetlights score ",[17,689,690],{},"96"," and traffic safety ",[17,693,694],{},"1",". Both extremes are real: this is a low-traffic, well-lit pocket where the crime sub-score (",[17,697,698],{},"26",") reflects how few incidents get reported across a tiny population of under 2,000. The number flags a question; it doesn't deliver a verdict. Meanwhile Value is the real story Avenue's index never priced: a mean assessed home of ",[17,701,702],{},"$1,072,799",", up ",[17,705,706],{},"12.6%"," this past year and ",[17,709,710],{},"56.7%"," over five years, with schools-access at a near-perfect ",[17,713,714],{},"97",[716,717],"blog-driver-split-chart",{"id":718},"A1",[14,720,721],{},[17,722,723],{},"The same scores, two households:",[11,725,726],{},[14,727,728,731,732,734],{},[17,729,730],{},"Family upsizing into their forever home."," The school-access ",[17,733,714],{}," and reservoir pathways are the dream, and the rising value protects your biggest asset. Avenue's traffic flag is your morning reality, though: budget for the Crowchild crawl at school pickup.",[11,736,737],{},[14,738,739,742,743,746,747,750],{},[17,740,741],{},"First-time buyer or renter."," Pause here. The rental sub-score is ",[17,744,745],{},"9"," (almost nothing to rent) and the typical home tops a million. This is a beautiful neighbourhood you may not be able to ",[588,748,749],{},"enter"," yet, which is exactly the kind of thing worth checking before you fall in love with it.",[14,752,753,756,757,760,761,764,765,768],{},[17,754,755],{},"→"," Ask ",[588,758,759],{},"\"what's actually for sale under $900k near the Glenmore Reservoir?\""," · ",[17,762,763],{},"Analyze"," a specific address · ",[17,766,767],{},"Compare"," North Glenmore Park against Scarboro on Value.",[612,770],{},[28,772,774],{"id":773},"scarboro","Scarboro",[14,776,777],{},[588,778,779],{},"Avenue: \"Where history and modern amenities meet.\"",[14,781,782,784],{},[17,783,661],{}," One of Calgary's first garden suburbs, with curved, tree-lined streets, preserved 1910s homes, five parks, and a tight community where homes get passed down generations.",[14,786,787,789],{},[17,788,667],{}," Many crosswalks children use to reach Sunalta School are unmarked; pedestrian safety could be improved with signage and painted crossings.",[670,791,794],{"className":792,"code":793,"language":675},[673],"Scarboro (percentile rank in Calgary, 0-100)\n  Safety 27    Value 62    Access 75    Demographics 59    Climate 82\n",[677,795,793],{"__ignoreMap":327},[14,797,798,800,801,804,805,807,808,811,812,815,816,819,820,823,824,827,828,831,832,203],{},[17,799,683],{}," Safety ",[17,802,803],{},"27"," is the lowest on the list, and again the sub-scores tell the real story: streetlights ",[17,806,714],{},", but traffic safety ",[17,809,810],{},"8"," and crime ",[17,813,814],{},"6",". In a 495-property enclave, those low marks are less \"dangerous place\" and more \"the model is reading a small, specific street pattern,\" and that traffic sub-score lands right on top of Avenue's unmarked-crosswalk concern. The thing Avenue's index did undersell: Accessibility is a strong ",[17,817,818],{},"75",", with health-access ",[17,821,822],{},"93",", recreation ",[17,825,826],{},"92"," and schools ",[17,829,830],{},"88",". Daily life here is genuinely well-connected. The home is substantial too, at a mean ",[17,833,834],{},"$942,767",[716,836],{"id":837},"A2",[14,839,840],{},[17,841,723],{},[11,843,844],{},[14,845,846,849,850,852,853,856],{},[17,847,848],{},"Parents of school-age kids."," Avenue's crosswalk flag and our traffic sub-score (",[17,851,810],{},") are the same warning twice. The neighbourhood is calm and walkable, but the specific ",[588,854,855],{},"route"," to school matters; that's worth mapping before you commit.",[11,858,859],{},[14,860,861,864,865,867,868,870],{},[17,862,863],{},"Downsizing professionals, no kids at home."," The traffic-safety number barely touches you, while Access ",[17,866,818],{},", walkable 17th Ave, and a near-90 schools-and-health profile make this a low-friction, high-amenity inner-city base. For you, Scarboro reads far better than its Safety ",[17,869,803],{}," suggests.",[14,872,873,756,875,760,878,880,881,883],{},[17,874,755],{},[588,876,877],{},"\"how safe is the walk to Sunalta School from a specific Scarboro block?\"",[17,879,763],{}," an address · ",[17,882,767],{}," Scarboro vs Mission on Accessibility.",[612,885],{},[28,887,889],{"id":888},"martindale","Martindale",[14,891,892],{},[588,893,894],{},"Avenue: \"One of Calgary's most diverse communities, with a great sense of belonging.\"",[14,896,897,899],{},[17,898,661],{}," Affordable starter homes, parks, the Genesis Centre, places of worship, the Blue Line LRT, and one of the city's most diverse, connected communities.",[14,901,902,904],{},[17,903,667],{}," Like many northeast communities, it isn't yet connected to Calgary's established pathway and bikeway network.",[670,906,909],{"className":907,"code":908,"language":675},[673],"Martindale (percentile rank in Calgary, 0-100)\n  Safety 44    Value 47    Access 57    Demographics 54    Climate 81\n",[677,910,908],{"__ignoreMap":327},[14,912,913,915,916,919,920,923,924,926,927,930,931,934,935,938,939,942],{},[17,914,683],{}," This is the most balanced profile on the list, with no extreme highs or lows at the category level, but the sub-scores are where Martindale earns its place. Transit access is an excellent ",[17,917,918],{},"85"," (the Blue Line doing real work), and on Demographics, cultural diversity (",[17,921,922],{},"94",") and income equality (",[17,925,690],{},") are among the highest anywhere in Calgary, the data backing Avenue's \"sense of belonging\" in hard numbers. Avenue's bike-network flag shows up honestly too: trails score well (",[17,928,929],{},"81",") but recreation access is thin (",[17,932,933],{},"23","). And the price is the real headline: a mean assessed ",[17,936,937],{},"$539,843",", the most attainable on this list, yet up ",[17,940,941],{},"54.9%"," over five years.",[14,944,945],{},[17,946,723],{},[11,948,949],{},[14,950,951,954,955,957,958,961,962,965],{},[17,952,953],{},"First-time buyers or a growing family on one income."," This is arguably the best-value pick Avenue named. Transit ",[17,956,918],{}," plus the city's lowest entry price plus strong five-year appreciation means you can actually ",[588,959,960],{},"get in"," and build equity. The income sub-score (",[17,963,964],{},"10",") signals a modest-income community: context, not a knock.",[11,967,968],{},[14,969,970,973,974,976],{},[17,971,972],{},"Car-free cyclist or active commuter."," Avenue's flag is your dealbreaker to investigate: great trails, but the missing pathway connection (and recreation ",[17,975,933],{},") means your day-to-day active routes aren't stitched together yet. The City's Ward 5 Connections project aims to fix this, so it's worth asking where that stands.",[14,978,979,756,981,760,984,880,986,988],{},[17,980,755],{},[588,982,983],{},"\"is Martindale's Blue Line commute to downtown actually workable?\"",[17,985,763],{},[17,987,767],{}," Martindale vs New Brighton on Value.",[612,990],{},[28,992,994],{"id":993},"mission-cliff-bungalow","Mission / Cliff Bungalow",[14,996,997],{},[588,998,999],{},"Avenue: \"Close amenity access and vitality near the downtown core.\"",[14,1001,1002],{},"Avenue groups these as one neighbourhood; we score them separately, and the split is revealing, so here are both.",[670,1004,1007],{"className":1005,"code":1006,"language":675},[673],"Mission (percentile rank in Calgary, 0-100)\n  Safety 31    Value 23    Access 79    Demographics 62    Climate 76\n\nCliff Bungalow (percentile rank in Calgary, 0-100)\n  Safety 45    Value 55    Access 85    Demographics 54    Climate 80\n",[677,1008,1006],{"__ignoreMap":327},[14,1010,1011,1013],{},[17,1012,661],{}," Walkable access to Calgary's best restaurants and coffee shops, the Elbow River pathways, the Saddledome within walking distance, and a deep sense of community.",[14,1015,1016,1018],{},[17,1017,667],{}," Incoming density from multiple multi-storey builds is raising resident concerns about parking and traffic congestion.",[14,1020,1021,1023,1024,1026,1027,1029,1030,1032,1033,1036,1037,1032,1039,1041,1042,1032,1045,1047,1048,1051,1052,1055,1056,1058,1059,1062,1063,1066,1067,1070],{},[17,1022,683],{}," Both are walkability champions. Mission's Access ",[17,1025,145],{}," and Cliff Bungalow's ",[17,1028,918],{}," are driven by elite dining (",[17,1031,690],{}," to ",[17,1034,1035],{},"98","), grocery (",[17,1038,922],{},[17,1040,714],{},") and transit (",[17,1043,1044],{},"87",[17,1046,922],{},") sub-scores. This is among the most genuinely walkable living in Calgary. Two things the index never surfaced, though. First, flood: Mission's Climate (",[17,1049,1050],{},"76",") is dragged down by a flood sub-score of ",[17,1053,1054],{},"59.5",". The Elbow River proximity that makes the pathways lovely is the same proximity that carries real water risk, and our model captures it. Second, value direction: Mission's Value ",[17,1057,933],{}," and a ",[17,1060,1061],{},"-1.9%"," year-over-year move (mean assessed ",[17,1064,1065],{},"$581,786",") tell a different story than Cliff Bungalow's steadier ",[17,1068,1069],{},"$1,182,836",". Same magazine entry, two very different financial profiles.",[14,1072,1073],{},[1074,1075],"img",{"alt":1076,"src":1077},"Mission's flood exposure along the Elbow River, from the Explore Climate lens","/images/blog/avenue-best-neighbourhoods-2026/s1-mission-flood.png",[716,1079],{"id":1080},"A5",[14,1082,1083],{},[17,1084,723],{},[11,1086,1087],{},[14,1088,1089,1092],{},[17,1090,1091],{},"Young professional or couple, no car."," This is your neighbourhood, and the data shows it: top-decile dining, groceries and transit mean you may never need to drive. Mission's softer values can even be an entry opportunity. Just understand the flood exposure before choosing a specific building near the river.",[11,1094,1095],{},[14,1096,1097,1100,1101,1032,1103,1106],{},[17,1098,1099],{},"Family buying for the long term."," Weigh Avenue's density flag and our flood signal seriously. The lifestyle is unmatched, but parking pressure is coming, school-access is mid (",[17,1102,134],{},[17,1104,1105],{},"72","), and a riverside address carries water risk that shapes insurance and resale. This is precisely the call worth running address by address.",[14,1108,1109,756,1111,760,1114,1116,1117,1119],{},[17,1110,755],{},[588,1112,1113],{},"\"which Mission buildings are most exposed to Elbow River flooding?\"",[17,1115,763],{}," a specific condo · ",[17,1118,767],{}," Mission vs Cliff Bungalow side by side.",[612,1121],{},[28,1123,1125],{"id":1124},"evanston","Evanston",[14,1127,1128],{},[588,1129,1130],{},"Avenue: \"Ideal for young families and seniors, alike.\"",[14,1132,1133,1135],{},[17,1134,661],{}," Three schools with a fourth opening fall 2026, two senior residences, Stoney Trail access to the mountains, and Evanston Towne Centre shopping.",[14,1137,1138,1140],{},[17,1139,667],{}," Residents have raised concerns about certain intersections and want more traffic lights and four-way stops.",[670,1142,1145],{"className":1143,"code":1144,"language":675},[673],"Evanston (percentile rank in Calgary, 0-100)\n  Safety 56    Value 56    Access 24    Demographics 68    Climate 80\n",[677,1146,1144],{"__ignoreMap":327},[14,1148,1149,800,1151,1154,1155,1157,1158,1161,1162,1165,1166,1169,1170,1173,1174,703,1177,1180,1181,1184,1185,1188],{},[17,1150,683],{},[17,1152,1153],{},"56"," looks middling until you split it: crime is a strong ",[17,1156,918],{},", but streetlights sit at ",[17,1159,1160],{},"29",". Evanston isn't dangerous; it's dark and car-shaped, which is exactly what residents told Avenue about intersections, now visible in data. That theme repeats in Access ",[17,1163,1164],{},"24",", the weakest lens here, with transit ",[17,1167,1168],{},"16"," and school-access ",[17,1171,1172],{},"7"," despite all those schools. Proximity isn't ease when you're on foot. The offset Avenue's index never showed: a real asset at mean ",[17,1175,1176],{},"$691,877",[17,1178,1179],{},"49.8%"," over five years, and high climate resilience (",[17,1182,1183],{},"80","), with severe-weather exposure (",[17,1186,1187],{},"42",") the one thing worth asking about.",[716,1190],{"id":1191},"A3",[14,1193,1194],{},[1074,1195],{"alt":1196,"src":1197},"Evanston walk isochrone from a representative address, Explore Accessibility lens with schools POI","/images/blog/avenue-best-neighbourhoods-2026/s2-evanston-walk-isochrone.png",[14,1199,1200],{},[17,1201,723],{},[11,1203,1204],{},[14,1205,1206,1209,1210,1212,1213,1215,1216,1219,1220,1223],{},[17,1207,1208],{},"Growing family, one income, kids who'll walk to school."," Avenue's \"three schools\" is the draw, but school-access ",[17,1211,1172],{}," and streetlights ",[17,1214,1160],{}," are your literal daily reality: the schools are near, the ",[588,1217,1218],{},"walk"," isn't easy or well-lit. Evanston can absolutely work; ",[588,1221,1222],{},"which part"," of it is the entire question.",[11,1225,1226],{},[14,1227,1228,1231,1232,1234,1235,1237,1238,1240],{},[17,1229,1230],{},"Retiree couple, two cars, mortgage-free."," Access ",[17,1233,1164],{}," barely touches you; you drive everywhere. What matters is climate resilience ",[17,1236,1183],{},", low crime ",[17,1239,918],{}," and senior residences nearby, and on those, Evanston is a strong, quiet pick. Same neighbourhood, opposite verdict.",[14,1242,1243,756,1245,760,1248,880,1250,1252],{},[17,1244,755],{},[588,1246,1247],{},"\"which part of Evanston is actually walkable to a school?\"",[17,1249,763],{},[17,1251,767],{}," Evanston vs New Brighton on Accessibility.",[612,1254],{},[28,1256,1258],{"id":1257},"new-brighton","New Brighton",[14,1260,1261],{},[588,1262,1263],{},"Avenue: \"A suburban oasis with something for everyone.\"",[14,1265,1266,1268],{},[17,1267,661],{}," No through traffic, two elementary schools and a junior high, the New Brighton Athletic Park and Clubhouse, an active residents' association, and Fish Creek Park 15 minutes away.",[14,1270,1271,1273],{},[17,1272,667],{}," A tough downtown commute, roughly 20 minutes by car but a full hour by bus, since the Green Line that would have connected it remains unbuilt.",[670,1275,1278],{"className":1276,"code":1277,"language":675},[673],"New Brighton (percentile rank in Calgary, 0-100)\n  Safety 59    Value 50    Access 29    Demographics 71    Climate 75\n",[677,1279,1277],{"__ignoreMap":327},[14,1281,1282,1284,1285,1288,1289,1291,1292,1294,1295,1298,1299,1302,1303,1305,1306,1308,1309,1312,1313,823,1316,1318,1319,1322,1323,703,1326,942],{},[17,1283,683],{}," New Brighton posts the best Safety category on the list (",[17,1286,1287],{},"59","), built on strong crime (",[17,1290,929],{},") and traffic (",[17,1293,1044],{},") sub-scores: a genuinely calm, family-safe street pattern. And Demographics is the highest here (",[17,1296,1297],{},"71","), with employment ",[17,1300,1301],{},"90"," and income ",[17,1304,1183],{}," marking an established, working-professional community. But Avenue's commute flag is the data's loudest signal too. Access ",[17,1307,1160],{}," is held down by retail ",[17,1310,1311],{},"4",", grocery ",[17,1314,1315],{},"17",[17,1317,1315],{}," and schools-access ",[17,1320,1321],{},"20",". This is a self-contained suburb where you drive for almost everything: wonderful if that's the life you want, friction if it isn't. Mean assessed home: ",[17,1324,1325],{},"$585,377",[17,1327,1328],{},"46.8%",[716,1330],{"id":1331},"A4",[14,1333,1334],{},[1074,1335],{"alt":1336,"src":1337},"New Brighton transit isochrone toward downtown, Explore Accessibility lens","/images/blog/avenue-best-neighbourhoods-2026/s3-new-brighton-transit.png",[14,1339,1340],{},[17,1341,723],{},[11,1343,1344],{},[14,1345,1346,1349],{},[17,1347,1348],{},"Remote-working family that values space and safety."," This may be the best fit on Avenue's entire list for you. Top-of-list Safety, strong employment demographics, athletic park and clubhouse, Fish Creek nearby, and the commute flag barely matters when you don't commute.",[11,1351,1352],{},[14,1353,1354,1357,1358,1360,1361,1363,1364,1366],{},[17,1355,1356],{},"Downtown commuter without a car."," Read Avenue's flag and our Access ",[17,1359,1160],{}," as the same red light. A one-hour bus each way, grocery ",[17,1362,1315],{},", retail ",[17,1365,1311],{},": daily logistics are the real cost here, not the mortgage. Worth pricing the second car (and the hours) before deciding.",[14,1368,1369,756,1371,760,1374,880,1376,1378],{},[17,1370,755],{},[588,1372,1373],{},"\"how long is the New Brighton-to-downtown commute really, by car and transit?\"",[17,1375,763],{},[17,1377,767],{}," New Brighton vs Martindale on Accessibility.",[612,1380],{},[28,1382,1384],{"id":1383},"the-pattern-hiding-in-avenues-own-list","The pattern hiding in Avenue's own list",[14,1386,1387],{},"Line up the six flags Avenue published, and something jumps out:",[1389,1390],"blog-flag-cluster",{},[14,1392,1393,1394,1397,1398,1401,1402],{},"Five of six flags are ",[17,1395,1396],{},"Accessibility or Safety",", the two lenses you ",[588,1399,1400],{},"feel every single day",", and they're precisely the dimensions an equity index built on income, education and diversity was never designed to capture. This isn't a knock on Avenue; it's a great list answering the question it set out to answer. It just isn't the same question as ",[588,1403,1404],{},"what will my Tuesday morning actually feel like here.",[612,1406],{},[28,1408,1410],{"id":1409},"best-for-the-average-resident-isnt-best-for-you","\"Best for the average resident\" isn't \"best for you\"",[14,1412,1413,1414,1417],{},"Look back at the cards and the real lesson isn't any single neighbourhood. It's that the ",[17,1415,1416],{},"same scores produced opposite verdicts"," depending on the household reading them. Evanston is a quiet win for a retiree and a question mark for a walking family. North Glenmore Park is a forever-home for one buyer and a closed door for another. Mission is a young professional's dream and a flood-risk homework assignment for a long-term family.",[14,1419,1420,1421,1424],{},"That's the whole point of a score being a ",[588,1422,1423],{},"door, not an answer",". A list can hand you six strong candidates. Only your situation, your budget, your commute, your kids, your car, your tolerance for river risk, decides which one is actually right.",[1426,1427],"blog-neighbourhood-scatter",{},[14,1429,1430],{},"So pressure-test it:",[212,1432,1433,1446,1451],{},[215,1434,1435,1438,1439,1442,1443],{},[17,1436,1437],{},"Ask"," anything these scores raised, in plain language, and get a real, data-backed answer for your situation: ",[588,1440,1441],{},"\"is Evanston walkable to a school from this street?\"",", ",[588,1444,1445],{},"\"is Mission's flood risk a dealbreaker for a ground-floor condo?\"",[215,1447,1448,1450],{},[17,1449,763],{}," any specific address from this list across all five lenses and their sub-scores.",[215,1452,1453,1455,1456,203],{},[17,1454,767],{}," two or three of these picks side by side on the one lens that matters most to ",[588,1457,1458],{},"you",[14,1460,1461],{},"Avenue gave Calgary a great place to start. Start there, then find the one that's best for your life, not the average one.",[11,1463,1464],{},[14,1465,1466,1469,1470,203],{},[17,1467,1468],{},"Want the full five-lens breakdown for all six?"," Ask your first question free. Bring the neighbourhood you're eyeing and the life you're bringing to it, and we'll show you what the data says for ",[588,1471,1458],{},[612,1473],{},[14,1475,1476],{},[588,1477,1478],{},"PickYourPlace covers Calgary, Edmonton, Toronto and Vancouver. Scores are percentile ranks within each city, built from public data sources, real figures only, never estimates. We tell you plainly what we measure and what we don't.",{"title":327,"searchDepth":328,"depth":328,"links":1480},[1481,1482,1483,1484,1485,1486,1487,1488,1489],{"id":616,"depth":328,"text":617},{"id":650,"depth":328,"text":651},{"id":773,"depth":328,"text":774},{"id":888,"depth":328,"text":889},{"id":993,"depth":328,"text":994},{"id":1124,"depth":328,"text":1125},{"id":1257,"depth":328,"text":1258},{"id":1383,"depth":328,"text":1384},{"id":1409,"depth":328,"text":1410},"/images/blog/avenue-best-neighbourhoods-2026/cover.png","2026-06-25","Avenue's 2026 list scores who lives in a neighbourhood. We ran all six picks through five data lenses to show what it's actually like to live there, and why one score never fits every family.",{"slug":1494,"category":1495,"city":1496,"status":1497},"avenue-best-neighbourhoods-2026-data-lens","Neighbourhood analysis","calgary","draft","/blog/avenue-best-neighbourhoods-2026-data-lens","12 min read",{"title":581,"description":1492},"blog/avenue-best-neighbourhoods-2026-data-lens",[1503,1504,351],"Calgary","Neighbourhood Analysis","2eMZb_tykzM04tK0K_Vk5HpqJnraz2EZYEW1QN0utBQ",{"id":1507,"title":1508,"author":6,"body":1509,"cover":2189,"date":2190,"description":2191,"extension":340,"featured":341,"meta":2192,"navigation":343,"path":2193,"readTime":2194,"seo":2195,"stem":2196,"tags":2197,"__hash__":2199},"blog/blog/what-to-look-for-when-buying-a-house.md","What to Look for When Buying a House: A Data-Driven Neighbourhood Checklist",{"type":8,"value":1510,"toc":2175},[1511,1514,1517,1520,1524,1527,1553,1556,1559,1563,1571,1578,1581,1586,1589,1592,1652,1655,1658,1664,1668,1671,1678,1681,1684,1783,1786,1791,1795,1798,1809,1829,1832,1839,1844,1848,1851,1854,1914,1917,1920,1925,1929,1932,1990,1997,2011,2014,2018,2021,2056,2059,2063,2066,2070,2084,2088,2102,2106,2120,2125,2139,2143,2146,2152,2168,2170],[14,1512,1513],{},"Open almost any \"what to look for when buying a house\" guide and you get the same list: check the roof, inspect the foundation, test the water pressure, look at the furnace. That advice is fine. It also covers the part of the purchase you can fix. A roof gets replaced. A furnace gets swapped. The neighbourhood around the house does not change because you signed the papers.",[14,1515,1516],{},"PickYourPlace started with that gap. Back in 2018, house-hunting in Calgary, I noticed every listing site showed the inside of the house in detail and told me almost nothing about what it was like to live there. Crime statistics exist. Assessment histories exist. Census data, transit schedules, school catchments: all public, all scattered across a dozen municipal and government sites. So we pulled them into one place.",[14,1518,1519],{},"This guide is the checklist that came out of that work. It covers the four neighbourhood lenses that listing photos miss, and it runs a real Calgary address through all four so you can see what the data actually says, not what a sunny-Saturday showing makes you feel.",[28,1521,1523],{"id":1522},"what-most-checklists-miss","What most checklists miss",[14,1525,1526],{},"The home inspection covers the structure. These four factors cover everything around it, and they are the ones that decide whether you still like the place in year seven.",[212,1528,1529,1535,1541,1547],{},[215,1530,1531,1534],{},[17,1532,1533],{},"Property value trajectory:"," is this address keeping pace with its neighbourhood and its city, or drifting?",[215,1536,1537,1540],{},[17,1538,1539],{},"Safety trend, not just the snapshot:"," is reported crime rising or falling, and which categories?",[215,1542,1543,1546],{},[17,1544,1545],{},"Accessibility to your actual daily needs:"," not a generic walkability label, but how far the groceries, transit, and schools you use really are.",[215,1548,1549,1552],{},[17,1550,1551],{},"Community fit:"," does the demographic profile match your stage of life?",[14,1554,1555],{},"Here is the arithmetic that should move these up your list. A commute that runs ten minutes longer each way adds about twenty minutes a day. Over roughly 250 working days, that is more than 80 hours a year sitting in a car. You can renovate a kitchen. You cannot renovate your way out of the distance between the house and where you need to be every morning.",[14,1557,1558],{},"You can change almost everything about a house. You can change almost nothing about where it sits.",[28,1560,1562],{"id":1561},"the-four-lenses","The four lenses",[14,1564,1565,1566,1570],{},"PickYourPlace's ",[199,1567,1569],{"href":1568},"/explore","Explore map"," scores every Calgary and Vancouver address through four lenses: Value, Safety, Accessibility, and Census. The scores are percentiles against the full city range, so a number tells you where an address sits relative to every other neighbourhood, not whether it passes some absolute bar.",[14,1572,1573,1574,1577],{},"To make the lenses concrete, let's run one real address through all four: ",[17,1575,1576],{},"24 Arbour Crest Rise NW",", a detached home in Calgary's Arbour Lake, built in 1999 on a 4,867 square foot lot. Calgary property assessments are public record, which is what makes a worked example like this possible.",[14,1579,1580],{},"A note on how to read what follows: scores are doors, not verdicts. A high number is not a recommendation and a low one is not a warning. Each lens tells you what you would be trading for, so you can match it against what you actually prioritize.",[1582,1583,1585],"h3",{"id":1584},"lens-1-property-value","Lens 1: Property value",[14,1587,1588],{},"Every property has a story in its assessment history. Here is the real one for 24 Arbour Crest Rise NW, straight from the City of Calgary assessment roll: $239,000 in 2005, climbing to $837,000 on the 2026 roll. That climb was not a straight line. Values dipped in 2009 and 2010 through the financial crisis, dipped again in 2017 during the oil downturn, then ran hard from 2020 to 2025. The 2025 roll assessed it at $842,500. The most recent roll, 2026, came in at $837,000, a slight step back.",[14,1590,1591],{},"That last detail is the lesson. A buyer who looked only at the five-year number would see strong appreciation and stop there. A buyer who looked at the latest year would see the run cooling off. Both are true, and you want both.",[36,1593,1594,1608],{},[39,1595,1596],{},[42,1597,1598,1601,1603,1606],{},[45,1599,1600],{},"Metric",[45,1602,1576],{},[45,1604,1605],{},"Arbour Lake",[45,1607,1503],{},[52,1609,1610,1624,1638],{},[42,1611,1612,1615,1618,1621],{},[57,1613,1614],{},"2026 assessed value",[57,1616,1617],{},"$837,000",[57,1619,1620],{},"$691,000 (median)",[57,1622,1623],{},"$586,500 (median)",[42,1625,1626,1629,1632,1635],{},[57,1627,1628],{},"Year-over-year (2025 to 2026)",[57,1630,1631],{},"-1%",[57,1633,1634],{},"0%",[57,1636,1637],{},"flat roll",[42,1639,1640,1643,1646,1649],{},[57,1641,1642],{},"5-year growth",[57,1644,1645],{},"+52%",[57,1647,1648],{},"+46%",[57,1650,1651],{},"-",[14,1653,1654],{},"The neighbourhood frames the property. Arbour Lake's median assessed home sits at $691,000, about 18% above the citywide median of $586,500 across roughly 497,000 assessed properties. This specific home carries a further premium: $837,000 is about 21% above its own neighbourhood's median. Its five-year growth of 52% slightly outpaced the community's 46%, so the premium is earned by performance, not just postal code.",[14,1656,1657],{},"Two more signals round out the value picture. About 39% of Arbour Lake's homes have a recorded renovation, which points to owners investing in their properties rather than letting them slide. Building-permit activity, on the other hand, is easing: roughly a quarter of the community's permits on record were issued in the last five years, and only about 5% are projected for the next five. That is the signature of a mature, mostly built-out community, not an emerging one. Whether that reads as stability or stagnation depends on what you want.",[14,1659,1660,1663],{},[17,1661,1662],{},"What to check on any address:"," the assessment trend over five to ten years, how it compares to the neighbourhood and city, the renovation and permit history, and the direction of new development.",[1582,1665,1667],{"id":1666},"lens-2-safety","Lens 2: Safety",[14,1669,1670],{},"Safety is the lens most often decided by a feeling. \"That area seems sketchy\" and \"I heard it's safe\" are not data. A neighbourhood can feel calm on a Saturday afternoon and read very differently in the numbers.",[14,1672,1673,1674,1677],{},"Arbour Lake sits at the ",[17,1675,1676],{},"37th percentile"," for safety citywide on PickYourPlace's Safety lens, which aggregates Calgary Police Service data. That places it below the city's midpoint, and the raw number alone would end the conversation. The trend is where it gets interesting.",[14,1679,1680],{},"Reported crime in Arbour Lake fell almost every year for half a decade: from 275 incidents in 2018 down to 107 in 2024, the community's lowest in years. Then in 2025 it rose to 135, up about 26% from that low. Anyone who quoted only the 2024 figure would tell you crime here was plunging. Anyone who quoted only 2025 would tell you it was climbing. The honest version is both: still down roughly half from its 2018 peak, but up sharply in the most recent year.",[14,1682,1683],{},"The category breakdown explains the 2025 uptick, and it matters more than the headline:",[36,1685,1686,1702],{},[39,1687,1688],{},[42,1689,1690,1693,1696,1699],{},[45,1691,1692],{},"Category",[45,1694,1695],{},"2025 incidents",[45,1697,1698],{},"Per 1,000",[45,1700,1701],{},"Year-over-year",[52,1703,1704,1717,1730,1743,1756,1769],{},[42,1705,1706,1709,1711,1714],{},[57,1707,1708],{},"Theft from vehicle",[57,1710,148],{},[57,1712,1713],{},"4.1",[57,1715,1716],{},"+10%",[42,1718,1719,1722,1724,1727],{},[57,1720,1721],{},"Assault",[57,1723,1164],{},[57,1725,1726],{},"2.3",[57,1728,1729],{},"+14%",[42,1731,1732,1735,1737,1740],{},[57,1733,1734],{},"Theft of vehicle",[57,1736,1321],{},[57,1738,1739],{},"1.9",[57,1741,1742],{},"+230%",[42,1744,1745,1748,1750,1753],{},[57,1746,1747],{},"Break and enter (dwelling)",[57,1749,814],{},[57,1751,1752],{},"0.6",[57,1754,1755],{},"-24%",[42,1757,1758,1761,1763,1766],{},[57,1759,1760],{},"Street robbery",[57,1762,1311],{},[57,1764,1765],{},"0.4",[57,1767,1768],{},"+100%",[42,1770,1771,1774,1777,1780],{},[57,1772,1773],{},"All crime",[57,1775,1776],{},"135",[57,1778,1779],{},"12.7",[57,1781,1782],{},"+26%",[14,1784,1785],{},"The story is vehicle crime. Theft of vehicle nearly tripled year-over-year, and theft from vehicle is the single largest category. Meanwhile, the crime most buyers fear most, break and enter into an occupied home, actually fell 24%. A profile dominated by vehicle theft points to a specific, affordable mitigation, secure parking, rather than a reason to walk away. The same 37th-percentile score would mean something very different if the mix were weighted toward violent crime.",[14,1787,1788,1790],{},[17,1789,1662],{}," the multi-year trend rather than a single year, the category breakdown (property crime versus violent crime), how it compares to the city, and environmental risk such as flood exposure, which carries real insurance consequences.",[1582,1792,1794],{"id":1793},"lens-3-accessibility","Lens 3: Accessibility",[14,1796,1797],{},"\"Walkable\" and \"transit-friendly\" are marketing words. What matters is whether you can reach the specific things your household uses, by the modes you would actually use them.",[14,1799,1800,1801,1804,1805,1808],{},"Arbour Lake scores in the ",[17,1802,1803],{},"56th percentile"," for accessibility overall and, notably for a suburb, the ",[17,1806,1807],{},"71st percentile"," for transit. That transit strength is the kind of thing a drive-through never reveals. Here is what the average Arbour Lake address reaches within a 15-minute walk:",[212,1810,1811,1814,1817,1820,1823,1826],{},[215,1812,1813],{},"About 3 grocery stores",[215,1815,1816],{},"About 13 cafes and restaurants",[215,1818,1819],{},"About 23 recreation and sports facilities, plus 14.5 km of trails",[215,1821,1822],{},"About 38 transit stops",[215,1824,1825],{},"About 2 schools",[215,1827,1828],{},"About 4 health and personal-care services",[14,1830,1831],{},"Recreation is the clear strength, which makes sense for a community built around a lake with extensive pathways. Transit is better than the suburban norm. Daily errands are the trade-off: three grocery stores and a cluster of dining within a short walk is real, but most households here will still drive for the weekly shop. That is a trade-off, not a flaw, and it is one you want to see before you fall for the lake.",[14,1833,1834,1835,1838],{},"The 15-minute test is worth running by mode for any address you are serious about. A bus route that exists but runs twice an hour is not the same as frequent service. A protected bike lane is not the same as a painted gutter. And school catchments affect resale value whether or not you have children, because the next buyer might. PickYourPlace's ",[199,1836,1837],{"href":1568},"isochrone tool"," draws a real 15-minute walking radius from a specific front door using street-network routing, so you are looking at that address, not the neighbourhood average.",[14,1840,1841,1843],{},[17,1842,1662],{}," the 15-minute reach for each mode you would use, transit frequency rather than just route existence, the designated school catchment, and whether the nearby amenities are the ones you personally need.",[1582,1845,1847],{"id":1846},"lens-4-community-fit","Lens 4: Community fit",[14,1849,1850],{},"You are not only buying a house. You are joining a community, and the demographic profile tells you a lot about daily life on the block.",[14,1852,1853],{},"Arbour Lake reads as established and stable:",[36,1855,1856,1864],{},[39,1857,1858],{},[42,1859,1860,1862],{},[45,1861,1600],{},[45,1863,1605],{},[52,1865,1866,1874,1882,1890,1898,1906],{},[42,1867,1868,1871],{},[57,1869,1870],{},"Median age",[57,1872,1873],{},"47",[42,1875,1876,1879],{},[57,1877,1878],{},"Home ownership",[57,1880,1881],{},"85.7%",[42,1883,1884,1887],{},[57,1885,1886],{},"Children (0 to 14)",[57,1888,1889],{},"13.8%",[42,1891,1892,1895],{},[57,1893,1894],{},"Seniors (65+)",[57,1896,1897],{},"20.9%",[42,1899,1900,1903],{},[57,1901,1902],{},"Bachelor's degree or higher",[57,1904,1905],{},"~37%",[42,1907,1908,1911],{},[57,1909,1910],{},"Average household size",[57,1912,1913],{},"2.8",[14,1915,1916],{},"An 85.7% ownership rate, well above the citywide norm, signals residents who have invested for the long term and tend to maintain their homes. The flip side is the age profile. A median age of 47 is on the older end for Calgary, more than one in five residents is 65 or older, and children are under-represented compared with a typical family suburb. Many of the original owners from the 1990s build-out have aged in place.",[14,1918,1919],{},"For a young family, that is a genuine trade-off rather than a problem. On one side: mature infrastructure, established routines, neighbours who take pride in the place. On the other: potentially fewer kids your children's age within a few doors. Some families want quiet and stability; others want streets full of bikes. The point is to know which one you are buying into.",[14,1921,1922,1924],{},[17,1923,1662],{}," the age distribution against your own stage of life, the ownership rate as a stability signal, income and education levels, and whether the community's character fits yours.",[28,1926,1928],{"id":1927},"putting-it-together","Putting it together",[14,1930,1931],{},"Run the four lenses for 24 Arbour Crest Rise NW and a clear shape emerges, scored as percentiles against every other Calgary neighbourhood:",[36,1933,1934,1947],{},[39,1935,1936],{},[42,1937,1938,1941,1944],{},[45,1939,1940],{},"Lens",[45,1942,1943],{},"Arbour Lake percentile",[45,1945,1946],{},"The short version",[52,1948,1949,1960,1970,1980],{},[42,1950,1951,1954,1957],{},[57,1952,1953],{},"Value",[57,1955,1956],{},"51st",[57,1958,1959],{},"Mid-market, +46% over five years, premium home outperforming",[42,1961,1962,1964,1967],{},[57,1963,349],{},[57,1965,1966],{},"37th",[57,1968,1969],{},"Below midpoint, vehicle-theft-driven, residential break-ins falling",[42,1971,1972,1974,1977],{},[57,1973,629],{},[57,1975,1976],{},"56th (transit 71st)",[57,1978,1979],{},"Strong recreation and transit, errands lean on driving",[42,1981,1982,1985,1987],{},[57,1983,1984],{},"Census",[57,1986,1651],{},[57,1988,1989],{},"Established, high-ownership, mature age profile",[14,1991,1992,1993,1996],{},"Composite community score: ",[17,1994,1995],{},"54th percentile",". Not a verdict, a door. Here is how to read it against your own priorities:",[212,1998,1999,2005],{},[215,2000,2001,2004],{},[17,2002,2003],{},"If you prioritize space, recreation, a stable owner-occupied community, and better-than-average suburban transit, the data points toward Arbour Lake."," The lake, the trails, the 71st-percentile transit, and the 85.7% ownership rate all line up.",[215,2006,2007,2010],{},[17,2008,2009],{},"If you prioritize walkable daily errands, a steadily falling crime line, or a neighbourhood full of young families, the data flags the trade-offs."," Groceries lean on the car, 2025 crime ticked up on vehicle theft, and the age profile skews older.",[14,2012,2013],{},"Neither column is a recommendation. The same neighbourhood that is right for one household is wrong for another, and the data is what lets you tell which one you are.",[28,2015,2017],{"id":2016},"how-to-research-any-address-including-from-out-of-town","How to research any address, including from out of town",[14,2019,2020],{},"If you are relocating and cannot visit easily, you are not at a disadvantage. Remote buyers who do the data work often decide better than locals, because they are evaluating fundamentals instead of reacting to staging and a charming showing.",[2022,2023,2024,2033,2044,2050],"ol",{},[215,2025,2026,2029,2030,2032],{},[17,2027,2028],{},"Explore the map first."," Open the ",[199,2031,1569],{"href":1568},", find the address, and read all four lenses. Draw a 15-minute isochrone to see what is genuinely within reach on foot.",[215,2034,2035,2038,2039,2043],{},[17,2036,2037],{},"Pull a full report on your finalists."," ",[199,2040,2042],{"href":2041},"/login?redirect=/analyze/new","Generate a neighbourhood report"," for a specific address. It combines property value, safety, accessibility, and census into one read, the same four lenses applied to that exact location.",[215,2045,2046,2049],{},[17,2047,2048],{},"Compare two or three."," Put your shortlist side by side rather than judging each in isolation. The contrasts surface what a single report cannot.",[215,2051,2052,2055],{},[17,2053,2054],{},"Save the in-person trip for the final candidates."," When you do visit, go at different times of day, walk the streets rather than driving through, and stop where you would actually spend time: the grocery store, the café, the park.",[14,2057,2058],{},"The goal is not to replace the in-person visit. It is to make sure your limited time on the ground validates a data-informed shortlist instead of starting from scratch.",[28,2060,2062],{"id":2061},"your-neighbourhood-checklist","Your neighbourhood checklist",[14,2064,2065],{},"Before making an offer, work through all four lenses:",[14,2067,2068],{},[17,2069,1953],{},[212,2071,2072,2075,2078,2081],{},[215,2073,2074],{},"Assessment trend over five or more years",[215,2076,2077],{},"Comparison to neighbourhood and city medians",[215,2079,2080],{},"Renovation and permit history",[215,2082,2083],{},"Direction of new development",[14,2085,2086],{},[17,2087,349],{},[212,2089,2090,2093,2096,2099],{},[215,2091,2092],{},"Crime trend, not just the latest year",[215,2094,2095],{},"Category breakdown (property versus violent)",[215,2097,2098],{},"Comparison to the citywide rate",[215,2100,2101],{},"Flood and environmental risk",[14,2103,2104],{},[17,2105,629],{},[212,2107,2108,2111,2114,2117],{},[215,2109,2110],{},"The 15-minute reach for each mode you use",[215,2112,2113],{},"Transit frequency, not just route existence",[215,2115,2116],{},"The designated school catchment",[215,2118,2119],{},"Whether nearby amenities match your needs",[14,2121,2122],{},[17,2123,2124],{},"Community fit",[212,2126,2127,2130,2133,2136],{},[215,2128,2129],{},"Age distribution against your stage of life",[215,2131,2132],{},"Ownership rate as a stability signal",[215,2134,2135],{},"Income and education levels",[215,2137,2138],{},"Cultural and lifestyle fit",[28,2140,2142],{"id":2141},"the-combination-that-works","The combination that works",[14,2144,2145],{},"The best decisions are not data instead of instinct. They are instinct with better information underneath it. When a neighbourhood feels right, the data tells you whether that feeling holds up. When a friend swears an area is \"up and coming,\" the assessment trend either backs that up or it does not. When someone warns you off a community, the crime line shows whether the warning is current or three years stale.",[14,2147,2148,2149,2151],{},"You can run all four lenses on any Calgary or Vancouver address for free on the ",[199,2150,1569],{"href":1568},". Look at the neighbourhoods on your shortlist, check the anecdotes against the numbers, then trust your gut, with evidence behind it.",[14,2153,2154,2155,1442,2159,2163,2164,203],{},"For more on what these lenses reveal, see ",[199,2156,2158],{"href":2157},"/blog/is-beltline-calgary-safe","what three years of crime data says about Beltline",[199,2160,2162],{"href":2161},"/blog/calgary-15-minute-neighbourhoods","which Calgary neighbourhoods pass the 15-minute test",", and ",[199,2165,2167],{"href":2166},"/blog/safest-neighbourhoods-calgary-2026","the safest neighbourhoods in Calgary by the data",[612,2169],{},[14,2171,2172],{},[588,2173,2174],{},"Data sources: City of Calgary assessment roll, Calgary Police Service crime statistics, Statistics Canada census, and OpenStreetMap, pulled live from PickYourPlace's production database in June 2026. Property assessment figures for 24 Arbour Crest Rise NW are public record from the City of Calgary.",{"title":327,"searchDepth":328,"depth":328,"links":2176},[2177,2178,2185,2186,2187,2188],{"id":1522,"depth":328,"text":1523},{"id":1561,"depth":328,"text":1562,"children":2179},[2180,2182,2183,2184],{"id":1584,"depth":2181,"text":1585},3,{"id":1666,"depth":2181,"text":1667},{"id":1793,"depth":2181,"text":1794},{"id":1846,"depth":2181,"text":1847},{"id":1927,"depth":328,"text":1928},{"id":2016,"depth":328,"text":2017},{"id":2061,"depth":328,"text":2062},{"id":2141,"depth":328,"text":2142},"/images/blog/what-to-look-for-when-buying-a-house/cover.png","2026-06-16","Most house-hunting checklists stop at the roof and the furnace. Here are the four neighbourhood lenses that shape long-term satisfaction, run against real Calgary data.",{},"/blog/what-to-look-for-when-buying-a-house","10 min read",{"title":1508,"description":2191},"blog/what-to-look-for-when-buying-a-house",[351,1503,2198],"Buying","FE9iBpR2C5I58Rkkl5CMfBNw-pq8JCsIHOwL_jSi0bI",{"id":2201,"title":2202,"author":6,"body":2203,"cover":2438,"date":2439,"description":2440,"extension":340,"featured":341,"meta":2441,"navigation":343,"path":2442,"readTime":2443,"seo":2444,"stem":2445,"tags":2446,"__hash__":2448},"blog/blog/real-estate-transparency-problem.md","I Can Track a $15 Pizza, But Not a $500K Home's Flood Risk?",{"type":8,"value":2204,"toc":2419},[2205,2208,2211,2214,2219,2222,2225,2229,2232,2235,2238,2242,2245,2248,2252,2255,2258,2261,2264,2267,2271,2274,2278,2281,2285,2288,2292,2295,2299,2302,2306,2309,2313,2316,2323,2326,2330,2333,2337,2343,2349,2353,2359,2366,2370,2376,2384,2387,2391,2394,2397,2400],[14,2206,2207],{},"A post in r/FirstTimeHomeBuyer made the rounds recently, and one line in it has stuck with me ever since.",[14,2209,2210],{},"A first-time buyer, six months and 30 showings into their search, was at the end of their rope. Every time, the same pattern: fall for the listing photos, clear a Saturday, drive across town, walk through the front door already picturing the furniture, and only then get handed the disclosure documents. That is when the deal-breakers showed up. The creek out back that floods every spring. The foundation that has settled. The insurance quote that quietly doubles the monthly cost.",[14,2212,2213],{},"Their frustration came down to one line:",[11,2215,2216],{},[14,2217,2218],{},"\"I can track a $15 pizza in real time, but for a $500,000 purchase I have to beg for a PDF to find out the house is in a flood zone?\"",[14,2220,2221],{},"They are not wrong. And here in Calgary, that example is not hypothetical.",[14,2223,2224],{},"In June 2013, the Bow and Elbow rivers overran their banks and forced tens of thousands of Calgarians out of their homes. Riverside communities like Bowness, Sunnyside, Mission, Inglewood, and Elbow Park were among the hardest hit. It remains one of the costliest natural disasters in Canadian history. More than a decade later, flood risk is mapped in detail for the entire city. And yet the average buyer still finds out whether a specific house sits in a flood zone the same way that Reddit poster did: late, on paper, after they have already fallen for the place.",[28,2226,2228],{"id":2227},"the-cycle-that-wastes-your-weekends","The cycle that wastes your weekends",[14,2230,2231],{},"If you have been house hunting, you know the sequence by heart. You find a listing that looks perfect. Renovated kitchen, great light, walkable street. You clear your Saturday, drive 40 minutes, and walk in already half-committed.",[14,2233,2234],{},"Then you say you are interested, and only then do the documents arrive. Somewhere in there are the things that should have been obvious from the start: the basement that took on water, the furnace that is 25 years old, the road widening planned for next year.",[14,2236,2237],{},"You lost a weekend. Again. Multiply that by 30 showings and you understand the thread.",[28,2239,2241],{"id":2240},"selling-the-sizzle-not-the-steak","Selling the sizzle, not the steak",[14,2243,2244],{},"There is an old sales line: sell the sizzle, not the steak. The first half of the buying process is built to get you emotionally invested. The listing sells you the chef's kitchen and the patio. By the time you notice the aging furnace, you have already mentally moved in.",[14,2246,2247],{},"Here is the thing, though: this is not a plot. It is the shape of the system. The information that would let you screen a home before you tour does exist, but it is scattered across municipal open-data portals, provincial assessment sites, police crime dashboards, and flood-mapping tools that were never designed to talk to each other. A good agent wants you in the right home and off the Saturday treadmill, but even they cannot easily assemble all of that for every listing you are curious about. The data is public. It is just not in one place, and it is not in plain language.",[28,2249,2251],{"id":2250},"but-cant-you-just-research-this-yourself","\"But can't you just research this yourself?\"",[14,2253,2254],{},"The most common reply to that Reddit post was some version of: you can just look this up yourself. And technically, that is true.",[14,2256,2257],{},"In Alberta you can pull a property's assessment history from the City of Calgary. You can check flood mapping through the Alberta Flood Awareness Map. You can read community crime statistics straight from the Calgary Police Service. You can scrub through years of Google Street View to spot past flooding, fresh construction, or a roof that has seen better days. In British Columbia, BC Assessment and municipal GIS portals do much the same.",[14,2259,2260],{},"One commenter described going further: writing custom scripts to pull records from a dozen public sources, then screening new listings each night, barely glancing at the photos. Another made house hunting a year-long hobby, driving past properties at different times of day before ever booking a tour.",[14,2262,2263],{},"Read that again. People are writing code to gather information that should be obvious from the start.",[14,2265,2266],{},"That is the real problem. Yes, the data exists. Yes, a determined buyer can find it. But the bar for being an \"informed buyer\" has quietly become unreasonable. You should not need to be a GIS analyst or a weekend programmer to learn whether a basement floods. \"Do your due diligence\" is good advice that assumes you already know what to research, where it lives, and how to read it, before you have ever bought a home. First-time buyers do not know what they do not know.",[28,2268,2270],{"id":2269},"what-you-can-actually-do-about-it","What you can actually do about it",[14,2272,2273],{},"The good news is that the data is out there. Here is how to reach it before you lose another weekend.",[1582,2275,2277],{"id":2276},"check-flood-mapping-first","Check flood mapping first",[14,2279,2280],{},"Calgary maps flood risk in real detail. The city's data sorts flood-prone land into probability bands: a 1-in-5-year flood (a 20% chance in any given year), a 1-in-10-year flood (10%), and a 1-in-100-year flood (1%). It also separates areas that flood directly when a river overtops its banks from low-lying spots that stay dry behind a permanent barrier. The Alberta Flood Awareness Map covers the rest of the province. Checking takes a minute and can save you a day.",[1582,2282,2284],{"id":2283},"pull-the-assessment-history","Pull the assessment history",[14,2286,2287],{},"The City of Calgary's assessment search shows a property's assessed value, often several years back. A sudden drop can hint at damage, a foundation issue, or another problem the listing will not mention. In Vancouver, BC Assessment does the same job.",[1582,2289,2291],{"id":2290},"use-google-street-views-time-machine","Use Google Street View's time machine",[14,2293,2294],{},"Most people do not realize you can scroll back through years of Street View imagery. Look for past flooding, construction, roof wear, or the \"creek\" that used to be a river.",[1582,2296,2298],{"id":2297},"read-the-crime-trend-not-the-headline","Read the crime trend, not the headline",[14,2300,2301],{},"The Calgary Police Service publishes community-level crime statistics. The number that matters most is not this year's count, it is the direction of travel. A community where incidents are falling tells a very different story from one where they are climbing, even at the same headline rate.",[1582,2303,2305],{"id":2304},"ask-early-and-budget-for-an-inspection","Ask early, and budget for an inspection",[14,2307,2308],{},"Ask your agent what is available up front: a Real Property Report in Alberta, a Property Disclosure Statement in British Columbia, and any past inspection reports. A good agent will track these down for you, because a buyer who walks in informed is a buyer who closes. Then budget for an independent inspection regardless. It is the cheapest insurance you will buy in the entire process.",[28,2310,2312],{"id":2311},"why-i-built-pickyourplace","Why I built PickYourPlace",[14,2314,2315],{},"When I read that comment about someone writing scripts to gather public data, I recognized myself a few years ago. I spent weeks clicking through government websites, trying to piece together what life would actually be like in different areas. Most platforms answered the easy questions: bedrooms, bathrooms, price. They did not answer the real ones. How safe is this area, and which way is it trending? What is the commute actually like? What sits within a 15-minute walk? Is this place in a flood zone?",[14,2317,2318,2319,2322],{},"So I built the tool I wanted. ",[199,2320,2321],{"href":1568},"PickYourPlace"," pulls the scattered public data into one place and puts it in plain language. Enter an address and you get safety and crime trends, property-value history, walkability and transit access, flood and hazard risk, and census demographics, all before you leave your couch. It covers Calgary, Vancouver, Edmonton, and Toronto today, with more cities on the way.",[14,2324,2325],{},"Here is what that looks like in practice.",[28,2327,2329],{"id":2328},"what-youd-see-before-wasting-your-saturday","What you'd see before wasting your Saturday",[14,2331,2332],{},"Say you find a renovated bungalow in Bowness listed around $581,000. On paper it looks like a deal for a riverside community 15 minutes from downtown. Before you clear your schedule, here is what a minute on PickYourPlace would show you.",[1582,2334,2336],{"id":2335},"the-map-at-a-glance","The map, at a glance",[14,2338,2339],{},[1074,2340],{"alt":2341,"src":2342},"Calgary's flood zones over Bowness on the Explore map, with the Climate lens flood-risk legend","/images/blog/real-estate-transparency-problem/explore-safety.png",[14,2344,2345,2346,2348],{},"Open the Safety lens on the ",[199,2347,1569],{"href":1568}," and Bowness sits at the 41st percentile for safety citywide. That is not a verdict, it is a prompt to look closer. The same map layers Calgary's flood zones on top, drawn from the more than 5,900 flood-zone areas mapped across the city, so you can see at a glance whether that specific block falls inside a 1-in-100-year line or sits well clear of it. Explore is public, so you can do all of this without an account.",[1582,2350,2352],{"id":2351},"the-two-minute-verdict","The two-minute verdict",[14,2354,2355],{},[1074,2356],{"alt":2357,"src":2358},"The TL;DR section of an Analyze report: verdict, quick scores, and top strengths and concerns","/images/blog/real-estate-transparency-problem/tldr-verdict.png",[14,2360,2361,2362,2365],{},"Want more than the map? A full ",[199,2363,2364],{"href":278},"Analyze report"," opens with a TL;DR: a plain-language verdict, quick scores for the things that matter to your situation, and the top strengths and concerns called out up front. For our Bowness bungalow, the report would surface what the listing photos leave out. Strong value growth, for one: assessed values here are up 52.9% over the past five years. But also a safety trend worth a second look. Reported crime in Bowness climbed 28.4% year over year in 2025, to 30.1 incidents per 1,000 residents, driven mostly by theft from vehicles. No 40-page PDF. No jargon. Just the headline, with the data behind it.",[1582,2367,2369],{"id":2368},"the-detail-that-changes-your-mind","The detail that changes your mind",[14,2371,2372],{},[1074,2373],{"alt":2374,"src":2375},"A side-by-side Compare view of two riverside Calgary communities","/images/blog/real-estate-transparency-problem/compare-communities.png",[14,2377,2378,2379,2383],{},"And when something catches your eye, you can go deeper. Compare that Bowness home with a condo in Sunnyside, another riverside community that flooded in 2013, and the picture shifts. Sunnyside's reported crime fell 26.4% last year, and it scores in the 91st percentile for walkability, with 14 grocery options inside a 15-minute walk against 6 in Bowness. Neither community is \"better.\" If you prioritize a detached house and a yard, the data points one way. If you prioritize walking to everything and a falling crime trend, it points the other. The ",[199,2380,2382],{"href":2381},"/compare","Compare tool"," puts them side by side so the trade-off is yours to make, not the listing photos'.",[14,2385,2386],{},"A score is a door, not an answer. The point is not to replace seeing a home in person. It is to make sure the visit is worth your Saturday.",[28,2388,2390],{"id":2389},"the-bottom-line","The bottom line",[14,2392,2393],{},"You should not have to be a detective to buy a home. You should not have to fall for a place before you learn what is wrong with it. And you certainly should not have better real-time transparency on a pizza delivery than on the biggest purchase of your life.",[14,2395,2396],{},"The information gap in home buying is not a conspiracy. It is a pile of disconnected public data that no one ever bothered to assemble for the people who need it most. That is a fixable problem. The more buyers expect the red flags up front, and the more agents bring them to the table, the faster \"sell the sizzle\" gives way to \"show me the data.\"",[14,2398,2399],{},"Stop losing Saturdays. Do the research before you drive.",[14,2401,2402,2405,2406,2410,2411,2415,2416,203],{},[199,2403,2404],{"href":1568},"Explore any Calgary address free on PickYourPlace",", no account needed, and see what you would normally find only in the disclosure documents. When you are ready to go deeper, a ",[199,2407,2409],{"href":2408},"/pricing","free 7-day trial"," (no credit card, email only) unlocks full reports. You can also read how we ",[199,2412,2414],{"href":2413},"/blog/enhancing-safety-insights","track crime, lighting, and flood risk"," across the city, or see ",[199,2417,2418],{"href":2166},"Calgary's safest neighbourhoods, ranked by the data",{"title":327,"searchDepth":328,"depth":328,"links":2420},[2421,2422,2423,2424,2431,2432,2437],{"id":2227,"depth":328,"text":2228},{"id":2240,"depth":328,"text":2241},{"id":2250,"depth":328,"text":2251},{"id":2269,"depth":328,"text":2270,"children":2425},[2426,2427,2428,2429,2430],{"id":2276,"depth":2181,"text":2277},{"id":2283,"depth":2181,"text":2284},{"id":2290,"depth":2181,"text":2291},{"id":2297,"depth":2181,"text":2298},{"id":2304,"depth":2181,"text":2305},{"id":2311,"depth":328,"text":2312},{"id":2328,"depth":328,"text":2329,"children":2433},[2434,2435,2436],{"id":2335,"depth":2181,"text":2336},{"id":2351,"depth":2181,"text":2352},{"id":2368,"depth":2181,"text":2369},{"id":2389,"depth":328,"text":2390},"/images/blog/real-estate-transparency-problem/cover.png","2026-06-03","Home buying has a transparency problem: the red flags surface only after you tour. Here's how to check flood risk, crime trends, and value first, with real Calgary data.",{},"/blog/real-estate-transparency-problem","8 min read",{"title":2202,"description":2440},"blog/real-estate-transparency-problem",[2447,1503,351],"Home Buying","g9ZvQgzhOcJFtU6Bou0pd1Gp8XHOa1hdLE7ugzWkNMc",{"id":2450,"title":2451,"author":6,"body":2452,"cover":3211,"date":3212,"description":3213,"extension":340,"featured":341,"meta":3214,"navigation":343,"path":2161,"readTime":3215,"seo":3216,"stem":3217,"tags":3218,"__hash__":3220},"blog/blog/calgary-15-minute-neighbourhoods.md","Calgary's 15-Minute Neighbourhoods: Where the Data Says the Math Works",{"type":8,"value":2453,"toc":3181},[2454,2457,2460,2468,2473,2477,2480,2483,2491,2495,2498,2507,2510,2536,2539,2543,2546,2831,2834,2837,2840,2843,2848,2852,2856,2859,2870,2874,2877,2890,2894,2897,2902,2907,2913,2919,2923,2926,2931,2936,2939,2943,2946,2949,2969,2972,2976,2979,2982,2988,2992,2995,2999,3002,3009,3013,3016,3020,3023,3033,3037,3040,3068,3073,3077,3081,3084,3088,3091,3095,3098,3102,3105,3109,3117,3121,3124,3128,3131,3133,3137,3165,3167,3171,3174],[14,2455,2456],{},"Most Calgarians drive. In the 2021 census, about 83% of Calgary commuters got to work by car, as a driver or a passenger, up from 76% in 2016. Part of that is a pandemic artifact (2021 was the year roughly a quarter of workers stayed home), but the underlying shape is older than COVID: Calgary was built around the automobile. As University of Calgary public-health researcher Gavin McCormack puts it, \"Calgary is very much a city designed for automobiles. It took many decades of development to get to where we are now.\"",[14,2458,2459],{},"The city is not uniform, though. In a handful of inner-city communities, a 15-minute walk genuinely reaches groceries, transit, a park, and a clinic. That is not a slogan. It is a measurable threshold, and you can test any address against it. So we did. We scored all 240 Calgary communities on PickYourPlace's Accessibility lens. Eleven clear a strict bar. The catch is that the names that pass are not quite the ones the city's walkability reputation would predict.",[11,2461,2462],{},[14,2463,2464,2467],{},[17,2465,2466],{},"The short version."," Of 240 scored Calgary communities, 11 score 85 or higher out of 100 on accessibility, the top 5% of the city: the downtown core, Eau Claire, Sunnyside, Beltline, Sunalta, Hillhurst, and a few of their inner-city neighbours. Walkability and safety pull against each other here (the two lenses correlate negatively, r = -0.3), so the most walkable communities tend to score below the city's safety median. And two of Calgary's most famous \"walkable\" names, Bridgeland and Inglewood, do not actually clear the bar.",[14,2469,2470],{},[199,2471,2472],{"href":1568},"Draw a 15-minute walk on any address →",[28,2474,2476],{"id":2475},"what-a-15-minute-neighbourhood-actually-is","What a 15-Minute Neighbourhood Actually Is",[14,2478,2479],{},"The \"15-minute city\" is a planning idea introduced in 2016 by Carlos Moreno, a researcher at Université Paris 1 Panthéon-Sorbonne. His proposal: residents should be able to meet six everyday needs, living, working, supplying, caring, learning, and enjoying, within a 15-minute walk or bike ride of home.",[14,2481,2482],{},"The concept is older than its branding. University of Calgary planning professor Francisco Alaniz Uribe traces it back \"to the 1930s with the idea of the neighbourhood unit concept, where we have at the centre of the neighbourhood, within a radius of walkability, the school and the main services citizens require in their daily lives.\" What is new is the urgency. Climate, congestion, and the cost of sprawl have moved the idea from design seminars into municipal policy, including in Calgary. The City's Municipal Development Plan uses the language of \"complete communities\" to describe almost exactly what Moreno's framework prescribes: a mix of housing, jobs, retail, services, and recreation reachable without a long car trip. That is the policy. The question this post asks is which communities are actually there yet.",[11,2484,2485,2488],{},[14,2486,2487],{},"\"It's a slow process and there are so many players involved. It's not just the city with a municipal plan, you have the developers, the real estate industry, the communities, the residents, political will. It's very complex. But we're moving in the right direction.\"",[14,2489,2490],{},"Dr. Gavin McCormack, University of Calgary",[28,2492,2494],{"id":2493},"how-we-measured-it","How We Measured It",[14,2496,2497],{},"A walkability number is only as honest as the geometry behind it. The most-quoted figure in this conversation, Walk Score, draws a distance-decay function around an address, but its \"walking\" radius is not real walking: it does not know about cul-de-sacs, freeways, or rivers. A river-edge address in Calgary can post a strong Walk Score off stores inside a one-kilometre circle even when half that circle is the Bow. Calgary's citywide Walk Score is 39, which it labels \"car-dependent.\" (Walk Score is a United States proprietary index, useful here only as a contrast.)",[14,2499,2500,2501,2503,2504,2506],{},"We work differently. PickYourPlace's Accessibility lens counts the everyday destinations reachable on foot from a community, transit stops, groceries, restaurants, schools, health services, recreation, retail, and trails, then scores each community from 0 to 100 against the rest of Calgary, where the citywide median lands in the mid-40s and only a handful of communities reach the high 80s and 90s. The scores are relative to Calgary, not some abstract international benchmark. (The full scoring method is documented in ",[199,2502,202],{"href":201},".) On the ",[199,2505,1569],{"href":1568},", the isochrone tool goes one step further: it draws the real area you can walk in 15 minutes along Calgary's street network, using a Valhalla routing engine over OpenStreetMap data, so rivers, rail lines, and dead ends cut the shape the way they cut your actual walk.",[14,2508,2509],{},"For this post we test four of Moreno's six functions, the four that genuinely separate Calgary communities at the neighbourhood scale:",[2022,2511,2512,2518,2524,2530],{},[215,2513,2514,2517],{},[17,2515,2516],{},"Groceries:"," a full-service grocery store within reach on foot.",[215,2519,2520,2523],{},[17,2521,2522],{},"Transit:"," a CTrain station or high-frequency bus service.",[215,2525,2526,2529],{},[17,2527,2528],{},"Greenspace:"," a park, pathway, or open recreational space.",[215,2531,2532,2535],{},[17,2533,2534],{},"Healthcare:"," a clinic, urgent care, or hospital.",[14,2537,2538],{},"Schools and workplaces are present almost everywhere in inner Calgary, so they do not separate the strong from the weak the way the four above do.",[28,2540,2542],{"id":2541},"the-11-calgary-communities-that-pass-and-where-the-famous-names-land","The 11 Calgary Communities That Pass, and Where the Famous Names Land",[14,2544,2545],{},"Here is the full ranking: the eleven communities that clear a strict accessibility bar (a score of 85 or higher out of 100), the two that come close, and the two famously walkable names that fall short when you measure honestly.",[36,2547,2548,2569],{},[39,2549,2550],{},[42,2551,2552,2555,2558,2561,2563,2566],{},[45,2553,2554],{},"Community",[45,2556,2557],{},"Access",[45,2559,2560],{},"Transit",[45,2562,349],{},[45,2564,2565],{},"Median value",[45,2567,2568],{},"Verdict",[52,2570,2571,2590,2607,2623,2640,2657,2673,2692,2709,2726,2744,2761,2779,2795,2814],{},[42,2572,2573,2576,2578,2581,2584,2587],{},[57,2574,2575],{},"Downtown Commercial Core",[57,2577,922],{},[57,2579,2580],{},"99",[57,2582,2583],{},"36",[57,2585,2586],{},"$147,000",[57,2588,2589],{},"Passes",[42,2591,2592,2595,2597,2599,2602,2605],{},[57,2593,2594],{},"Downtown West End",[57,2596,922],{},[57,2598,1035],{},[57,2600,2601],{},"46",[57,2603,2604],{},"$37,000 †",[57,2606,2589],{},[42,2608,2609,2612,2614,2616,2619,2621],{},[57,2610,2611],{},"Eau Claire",[57,2613,826],{},[57,2615,2580],{},[57,2617,2618],{},"58",[57,2620,2604],{},[57,2622,2589],{},[42,2624,2625,2628,2630,2632,2635,2638],{},[57,2626,2627],{},"Chinatown",[57,2629,826],{},[57,2631,2580],{},[57,2633,2634],{},"51",[57,2636,2637],{},"$308,500",[57,2639,2589],{},[42,2641,2642,2645,2648,2650,2652,2655],{},[57,2643,2644],{},"Sunnyside",[57,2646,2647],{},"91",[57,2649,714],{},[57,2651,126],{},[57,2653,2654],{},"$375,500",[57,2656,2589],{},[42,2658,2659,2662,2664,2666,2668,2671],{},[57,2660,2661],{},"Beltline",[57,2663,1301],{},[57,2665,1035],{},[57,2667,175],{},[57,2669,2670],{},"$234,000",[57,2672,2589],{},[42,2674,2675,2678,2681,2684,2687,2690],{},[57,2676,2677],{},"Sunalta",[57,2679,2680],{},"89",[57,2682,2683],{},"84",[57,2685,2686],{},"33",[57,2688,2689],{},"$268,500",[57,2691,2589],{},[42,2693,2694,2697,2699,2701,2704,2707],{},[57,2695,2696],{},"Hillhurst",[57,2698,830],{},[57,2700,1301],{},[57,2702,2703],{},"40",[57,2705,2706],{},"$499,500",[57,2708,2589],{},[42,2710,2711,2714,2716,2718,2721,2724],{},[57,2712,2713],{},"Lower Mount Royal",[57,2715,1044],{},[57,2717,690],{},[57,2719,2720],{},"38",[57,2722,2723],{},"$298,000",[57,2725,2589],{},[42,2727,2728,2731,2733,2736,2739,2742],{},[57,2729,2730],{},"Bankview",[57,2732,1044],{},[57,2734,2735],{},"86",[57,2737,2738],{},"39",[57,2740,2741],{},"$330,500",[57,2743,2589],{},[42,2745,2746,2749,2751,2753,2756,2759],{},[57,2747,2748],{},"Cliff Bungalow",[57,2750,918],{},[57,2752,922],{},[57,2754,2755],{},"45",[57,2757,2758],{},"$779,000",[57,2760,2589],{},[42,2762,2763,2766,2768,2770,2773,2776],{},[57,2764,2765],{},"Crescent Heights",[57,2767,2683],{},[57,2769,822],{},[57,2771,2772],{},"37",[57,2774,2775],{},"$399,500",[57,2777,2778],{},"Close",[42,2780,2781,2784,2786,2788,2790,2793],{},[57,2782,2783],{},"Mission",[57,2785,145],{},[57,2787,1044],{},[57,2789,175],{},[57,2791,2792],{},"$260,500",[57,2794,2778],{},[42,2796,2797,2800,2803,2806,2808,2811],{},[57,2798,2799],{},"Bridgeland/Riverside",[57,2801,2802],{},"67",[57,2804,2805],{},"55",[57,2807,137],{},[57,2809,2810],{},"$365,500",[57,2812,2813],{},"Falls short",[42,2815,2816,2819,2822,2824,2826,2829],{},[57,2817,2818],{},"Inglewood",[57,2820,2821],{},"32",[57,2823,1315],{},[57,2825,2738],{},[57,2827,2828],{},"$388,500",[57,2830,2813],{},[14,2832,2833],{},"Access, Transit, and Safety are 0-to-100 lens scores relative to Calgary's 240 communities (higher is stronger; on safety, higher is safer). For scale, the citywide median is about 44 on accessibility and 48 on safety. Median value is the 2026 median assessed value across all parcels in the community. † In Eau Claire and Downtown West End, titled parking and storage units make up more than half of assessed parcels, so the all-parcel median sits far below a typical condo price.",[14,2835,2836],{},"Two things stand out before the deep dives.",[14,2838,2839],{},"First, the gap between reputation and measurement is larger than the marketing language suggests. Inglewood, cited on nearly every walkable-Calgary list, scores 32 out of 100 for accessibility and 17 for transit. Eau Claire and Sunnyside, which rarely top those lists, score 92 and 91.",[14,2841,2842],{},"Second, the trade-off is real and it is in the numbers. Across all 240 communities, accessibility and safety correlate negatively (Pearson r = -0.29, and -0.32 once you drop the smallest communities). The most walkable places tend to score below the city's safety median. There are exceptions, and they matter, but the pattern is consistent enough to call a pattern.",[14,2844,2845],{},[199,2846,2847],{"href":2381},"Compare any two communities side by side →",[28,2849,2851],{"id":2850},"the-communities-that-actually-pass","The Communities That Actually Pass",[1582,2853,2855],{"id":2854},"beltline-the-dense-affordable-one","Beltline: the dense, affordable one",[14,2857,2858],{},"Beltline is the proof that Calgary can do density. It is the city's largest inner-city community (about 25,000 residents) and it clears the bar with an accessibility score of 90 out of 100, and transit at 98. From a typical Beltline address, grocery, health, and recreation access all land in the high 90s, and downtown is reachable on foot, not just by train. The price is the surprise: the median assessed value across all Beltline parcels is $234,000, the lowest entry point on this list, because more than half the housing stock is high-rise condo.",[14,2860,2861,2862,2865,2866,203],{},"The trade-off is safety. Beltline's safety score is 31 out of 100, among the lowest in the city (the median is 48), and it records the highest raw incident volume in the city: about 1,365 reported incidents in 2025, or 54 per 1,000 residents. That volume tracks density, nightlife, and commercial activity more than personal risk, and the figure is real, so it belongs in the decision. We unpack what Beltline's crime data does and does not mean in a ",[199,2863,2864],{"href":2157},"separate post",". Demographically it is young (median age 34) and renter-heavy (74% renters). For a fuller picture, see the ",[199,2867,2869],{"href":2868},"/learn/calgary/beltline-calgary-neighbourhood-guide","Beltline neighbourhood guide",[1582,2871,2873],{"id":2872},"kensington-hillhurst-and-sunnyside-the-balanced-one","Kensington (Hillhurst and Sunnyside): the balanced one",[14,2875,2876],{},"\"Kensington\" colloquially covers two scored communities along Kensington Road NW: Hillhurst (accessibility 88) and Sunnyside (91). Together they are the version of 15-minute Calgary that actually balances the lenses. The commercial strip handles groceries, pharmacy, and daily errands on foot. Sunnyside CTrain sits on the eastern edge. Riley Park and the Bow River pathway fall inside most residents' walking radius, and Sunnyside's recreation data shows roughly 42 facilities and 42 kilometres of trail reachable on foot.",[14,2878,2879,2880,2884,2885,2889],{},"What sets Kensington apart is that it clears the accessibility bar without bottoming out on safety. Sunnyside scores 57 on safety, above the city median of 48, and Hillhurst 40, just below it, both well above Beltline's 31. Prices reflect the balance: Sunnyside's median assessed value is $375,500 and Hillhurst's is $499,500, well above Beltline. For anyone weighing Calgary against Vancouver, Sunnyside is the city's closest data cousin to Kitsilano and Mount Pleasant, a comparison we run in the ",[199,2881,2883],{"href":2882},"/blog/moving-vancouver-calgary-neighbourhood-match","Vancouver-to-Calgary guide",". See the ",[199,2886,2888],{"href":2887},"/learn/calgary/kensington-calgary-neighbourhood-guide","Kensington neighbourhood guide"," for the full profile.",[1582,2891,2893],{"id":2892},"the-genuine-surprises-eau-claire-sunalta-and-the-downtown-core","The genuine surprises: Eau Claire, Sunalta, and the downtown core",[14,2895,2896],{},"The communities most people leave off their walkable shortlists are the ones the data rates highest.",[14,2898,2899,2901],{},[17,2900,2611],{}," scores 92 on accessibility and, unusually, 58 on safety. It is the rare Calgary community that is both highly walkable and above the safety median, with the riverfront, the festival grounds, and the west end of downtown all a short walk away. Its all-parcel median assessed value reads $37,000 only because titled parking and storage units outnumber condos in the assessment roll; the actual homes are high-rise units.",[14,2903,2904,2906],{},[17,2905,2677],{},", just west of downtown, clears the bar at 89 with its own CTrain station, a median condo value of $268,500, and some of the strongest five-year value growth on this list (about +33%).",[14,2908,2909,2912],{},[17,2910,2911],{},"The downtown core"," itself, the Commercial Core and West End, tops the entire ranking at 94, with transit at 98 to 99 out of 100 and the +15 network overhead. The catch downtown is safety: the Commercial Core and the adjacent East Village record the highest per-capita incident rates in the city (around 108 per 1,000 residents), so the live-above-your-office option carries the city's steepest safety trade-off.",[14,2914,2915],{},[199,2916,2918],{"href":2917},"/analyze/new","Generate a full report for a specific address →",[28,2920,2922],{"id":2921},"reputation-vs-the-data-bridgeland-and-inglewood","Reputation vs. the Data: Bridgeland and Inglewood",[14,2924,2925],{},"Here is where the data parts ways with the brochures. Bridgeland and Inglewood appear on nearly every \"most walkable Calgary\" list, and both are genuinely desirable, walkable-feeling places. But neither clears the strict 15-minute bar, and the reason is specific: transit and everyday-grocery density inside a real 15-minute walk.",[14,2927,2928,2930],{},[17,2929,2799],{}," scores 67 on accessibility. Its 1st Avenue NE strip and the Bridgeland/Memorial CTrain station are real assets, but its transit sub-score is 55 and its grocery access is 65, both below the passing tier, because the community spreads east and uphill away from the station and the strip. It is a strong \"close,\" not a pass, and its five-year value growth (+25%) shows the market has noticed the trajectory.",[14,2932,2933,2935],{},[17,2934,2818],{}," is the starker case. Calgary's oldest neighbourhood scores 32 on accessibility and just 17 on transit, the weakest of any community in this comparison. The 9th Avenue SE strip is one of the best retail corridors in the city, but it functions as a destination you often drive to, not a transit hub you walk from: the nearest CTrain is a long walk on the Blue Line, and buses carry most transit trips. The planned Green Line station near Ramsay/Inglewood would change that math materially. Until it opens, Inglewood reads in the data as a character-first, drive-to-the-strip community rather than a 15-minute one. Its safety score (39) and its owner-heavy tenure mix (56% owners, against Beltline's 26%) look closer to a leafy inner suburb than to the dense core.",[14,2937,2938],{},"This is the whole point of measuring instead of assuming. The lens rewards transit and grocery density inside a real walking shed, and on those two axes Inglewood's reputation outruns its data.",[28,2940,2942],{"id":2941},"calgarys-accidental-15-minute-infrastructure","Calgary's Accidental 15-Minute Infrastructure",[14,2944,2945],{},"There is an asterisk on the entire idea of walkable Calgary that almost no one writing about 15-minute cities mentions: the Plus 15. Sixteen kilometres of climate-controlled elevated walkways, 86 bridges, connecting more than 130 downtown buildings. The concept was named in 1969 and the first bridge opened in 1970, conceived as a winter-weather fix. Today it functions, almost by accident, as one of the most extensive urban-scale walking networks in North America: on a -25°C January day, a downtown worker can reach office, lunch, library, gym, and grocery without putting on a coat. A 2018 count put usage at more than 20,000 pedestrians a day on the busiest segments.",[14,2947,2948],{},"The honest qualifications:",[212,2950,2951,2957,2963],{},[215,2952,2953,2956],{},[17,2954,2955],{},"It is a weekday system."," Many segments close evenings and weekends, so it supplements the 15-minute thesis for downtown commuters rather than replacing it.",[215,2958,2959,2962],{},[17,2960,2961],{},"It overlaps imperfectly with where people live."," The +15 connects offices and retail more than homes. Beltline and the core benefit most, by proximity rather than direct connection.",[215,2964,2965,2968],{},[17,2966,2967],{},"Critics have a fair point."," Pulling foot traffic upstairs leaves the street less active, and several Calgary urbanists argue for reinvesting at street level.",[14,2970,2971],{},"But for the question this post is really asking, can you live in Calgary without a car, the +15 is part of the answer. It is a piece of municipal infrastructure that quietly does what the 15-minute city aspires to: it shortens daily distance, trims car trips, and protects the walk in winter.",[28,2973,2975],{"id":2974},"why-walkable-neighbourhood-rarely-means-your-whole-community","Why \"Walkable Neighbourhood\" Rarely Means Your Whole Community",[14,2977,2978],{},"In Calgary, \"walkable neighbourhood\" almost always describes one part of a community, not all of it. Two addresses inside the same community can sit in genuinely different 15-minute realities. An address near Sunnyside station and one on the far western edge of West Hillhurst carry the same kind of name but very different walks, and the community average tells you neither story.",[14,2980,2981],{},"This matters most for transit. Calgary's CTrain corridor serves a relatively narrow band of inner-city addresses, which is exactly why a community like Inglewood scores 17 on transit while Beltline scores 98. A five-minute walk to a station and a twenty-minute walk to the same station are different transit lives, and the difference disappears the moment you use community names as your unit of analysis.",[14,2983,2984],{},[199,2985,2987],{"href":2986},"/ask","Ask whether a specific address passes →",[28,2989,2991],{"id":2990},"what-living-in-a-15-minute-calgary-neighbourhood-costs","What Living in a 15-Minute Calgary Neighbourhood Costs",[14,2993,2994],{},"Three trade-offs are real and measurable.",[1582,2996,2998],{"id":2997},"walkability-and-safety-move-in-opposite-directions","Walkability and safety move in opposite directions",[14,3000,3001],{},"Across Calgary's 240 communities, accessibility and safety correlate negatively (r = -0.29 overall, -0.32 for communities over 1,500 residents). Denser, more walkable communities report more incidents per square kilometre because there are more people, more commercial activity, and more reporting per block. The pattern is not unique to Calgary, and it does not make these communities dangerous, but pretending it is not there would be dishonest.",[14,3003,3004,3005,3008],{},"The useful detail is the exceptions. Eau Claire (accessibility 92, safety 58) and Sunnyside (91 / 57) clear the accessibility bar while sitting above the city's safety median. They are the closest Calgary comes to walkable and comparatively safe. At the other end, Beltline and Mission both score 31 out of 100 on safety, among the lowest in the city. We cover what those safety scores represent, and where each inner-city community lands, in the ",[199,3006,3007],{"href":2166},"safest neighbourhoods in Calgary"," ranking.",[1582,3010,3012],{"id":3011},"property-values-run-higher","Property values run higher",[14,3014,3015],{},"Walkable inner-city communities carry a premium, as they do in every Canadian city when accessibility rises. The medians in the table tell that story, and so does the growth: Cliff Bungalow (+36%), Crescent Heights (+34%), Sunalta (+33%), Bankview (+32%), and Hillhurst (+29%) have all posted strong five-year assessed-value growth. The honest question is whether the housing premium is offset by lower transportation costs, which leads to the next point.",[1582,3017,3019],{"id":3018},"car-free-living-usually-means-a-condo","Car-free living usually means a condo",[14,3021,3022],{},"Car-free inner-city living in Calgary almost always means a condo or townhouse, and the tenure data reflects it: Beltline is 74% renters, Sunalta 73%, Mission 69%, Sunnyside 67%. Detached homes exist in Hillhurst and Bridgeland, but at a clear premium over comparable suburban square footage. If a yard is non-negotiable, the walkability trade-off may not balance financially. That is a values question, not a data question, but the data tells you what the dollar gap actually is.",[14,3024,3025,3026,3032],{},"On the savings side: owning and running a car in Canada costs well into four figures a year once you add fuel, insurance, maintenance, and depreciation. A two-income household that can genuinely drop a vehicle, which only a community that truly passes the 15-minute test makes realistic, offsets a meaningful share of the inner-city price premium. ",[199,3027,3031],{"href":3028,"rel":3029},"https://carcosts.caa.ca/",[3030],"nofollow","CAA's Driving Costs calculator"," is the cleanest way to model your own vehicle and mileage.",[28,3034,3036],{"id":3035},"how-to-test-any-calgary-address","How to Test Any Calgary Address",[14,3038,3039],{},"Three tools, three intents:",[212,3041,3042,3051,3059],{},[215,3043,3044,3047,3048,3050],{},[17,3045,3046],{},"Browse and test visually."," The ",[199,3049,1569],{"href":1568}," lets you draw a real 15-minute walking isochrone around any address and see what is inside it, with the Accessibility lens broken out by category.",[215,3052,3053,2038,3056,3058],{},[17,3054,3055],{},"Get a full report on one address.",[199,3057,763],{"href":2917}," combines property value, safety, accessibility, and census into a single picture for the specific address you are considering, not the community average.",[215,3060,3061,3047,3064,3067],{},[17,3062,3063],{},"Just ask.",[199,3065,3066],{"href":2986},"Ask advisor"," answers questions like \"Is 1234 17 Ave SW walkable for a family without a car?\" using the same underlying data.",[14,3069,3070],{},[199,3071,3072],{"href":1568},"Explore the map →",[28,3074,3076],{"id":3075},"frequently-asked-questions","Frequently Asked Questions",[1582,3078,3080],{"id":3079},"what-is-a-15-minute-neighbourhood","What is a 15-minute neighbourhood?",[14,3082,3083],{},"A 15-minute neighbourhood is one where the essentials of daily life, groceries, transit, parks, healthcare, and schools, are reachable from home within a 15-minute walk. The concept was formalized by researcher Carlos Moreno in 2016 and has since shaped planning policy in Paris, Melbourne, Bogotá, Portland, and elsewhere.",[1582,3085,3087],{"id":3086},"is-calgary-a-15-minute-city","Is Calgary a 15-minute city?",[14,3089,3090],{},"No, not citywide. Calgary's overall Walk Score is 39 out of 100, and the City's own Municipal Development Plan acknowledges that Calgary was built around the car. By PickYourPlace's measure, 11 inner-city communities clear a strict 15-minute accessibility bar. The rest of the city does not, yet.",[1582,3092,3094],{"id":3093},"what-is-the-most-walkable-neighbourhood-in-calgary","What is the most walkable neighbourhood in Calgary?",[14,3096,3097],{},"By Walk Score, Beltline (91 out of 100). By PickYourPlace's Accessibility lens, the downtown core and Eau Claire top the ranking at 92 to 94, with Beltline at 90. Among Calgary's larger communities, Beltline is the standout, thanks to the density of groceries, transit, services, and recreation reachable on foot.",[1582,3099,3101],{"id":3100},"is-the-15-minute-city-a-conspiracy-theory","Is the 15-minute city a conspiracy theory?",[14,3103,3104],{},"No. It is a mainstream planning model with roots in the 1930s \"neighbourhood unit\" concept. University of Calgary professor Francisco Uribe has addressed the conspiracy framing directly, calling it \"a baseless conspiracy theory intentionally crafted to enrage and manipulate people.\" The model proposes that everyday services be reachable on foot. It does not propose any restriction on movement.",[1582,3106,3108],{"id":3107},"are-there-any-walkable-suburban-neighbourhoods-in-calgary","Are there any walkable suburban neighbourhoods in Calgary?",[14,3110,3111,3112,3116],{},"A few come close on amenity density but fall short on transit. Lake and village-centre communities like ",[199,3113,3115],{"href":3114},"/learn/calgary/mahogany-calgary-neighbourhood-guide","Mahogany",", Auburn Bay, and McKenzie Towne cluster their shops and schools, but none clear the strict accessibility bar in our data, mainly because a CTrain or high-frequency transit stop is not within a 15-minute walk. The Green Line, when complete, would change this for several southeast communities.",[1582,3118,3120],{"id":3119},"does-calgarys-winter-break-the-15-minute-model","Does Calgary's winter break the 15-minute model?",[14,3122,3123],{},"Partly, and it depends on the community. Research on cold-climate cities finds that residents of genuinely walkable neighbourhoods keep walking for daily errands at higher rates than residents of car-dependent ones. Downtown and Beltline residents have an extra asset: the Plus 15, sixteen kilometres of climate-controlled indoor walkways connecting most of the core. It is not a complete answer, since many segments close evenings and weekends, but it is real, Calgary-specific 15-minute infrastructure.",[1582,3125,3127],{"id":3126},"how-does-calgary-compare-to-toronto-and-vancouver","How does Calgary compare to Toronto and Vancouver?",[14,3129,3130],{},"Closer than the reputation suggests, inside the core. Statistics Canada's analysis of 2016 commuting found that among people who both live and work within five kilometres of the city centre, the share using active transportation (walking or cycling) reached 38% in Calgary, 39% in Vancouver, and 47% in Toronto. The gap shows up at the metropolitan scale, where Calgary is more car-dependent, but inside the inner city the difference is smaller than the perception.",[612,3132],{},[28,3134,3136],{"id":3135},"related-reading","Related reading",[212,3138,3139,3144,3149,3154,3159],{},[215,3140,3141],{},[199,3142,3143],{"href":201},"I scored every neighbourhood in Calgary, Vancouver, Edmonton, and Toronto",[215,3145,3146],{},[199,3147,3148],{"href":2157},"Is the Beltline safe? What Calgary's crime data actually shows",[215,3150,3151],{},[199,3152,3153],{"href":2166},"The safest neighbourhoods in Calgary by data",[215,3155,3156],{},[199,3157,3158],{"href":2882},"Moving from Vancouver to Calgary: a neighbourhood matching guide",[215,3160,3161],{},[199,3162,3164],{"href":3163},"/blog/moving-alberta-ontario-calgary-guide","Moving to Alberta from Ontario: complete relocation guide",[612,3166],{},[28,3168,3170],{"id":3169},"sources-and-methodology","Sources and methodology",[14,3172,3173],{},"PickYourPlace's Accessibility lens counts everyday destinations reachable on foot and scores each community from 0 to 100 against the rest of Calgary. Walking isochrones on the Explore map are generated from a self-hosted Valhalla routing engine over OpenStreetMap pedestrian data. Points of interest come from the City of Calgary open data portal, the City parks dataset, and the Calgary Transit GTFS feed. Property assessment values are City of Calgary public assessments (2026 roll). Crime figures are Calgary Police Service community statistics. All neighbourhood figures in this post were pulled live from the PickYourPlace production database on 22 June 2026.",[14,3175,3176,3177,3180],{},"External sources: Carlos Moreno et al., \"Introducing the 15-Minute City,\" ",[588,3178,3179],{},"Smart Cities"," (MDPI, 2021); University of Calgary, \"Myths and benefits of the 15-minute city\" (28 March 2023); City of Calgary, Municipal Development Plan, and Plus 15 network; Statistics Canada, 2021 Census of Population (commute mode) and \"Commuting within Canada's largest cities,\" 75-006-X (2019); CAA, Driving Costs calculator; Walk Score (walkscore.com), retrieved June 2026.",{"title":327,"searchDepth":328,"depth":328,"links":3182},[3183,3184,3185,3186,3191,3192,3193,3194,3199,3200,3209,3210],{"id":2475,"depth":328,"text":2476},{"id":2493,"depth":328,"text":2494},{"id":2541,"depth":328,"text":2542},{"id":2850,"depth":328,"text":2851,"children":3187},[3188,3189,3190],{"id":2854,"depth":2181,"text":2855},{"id":2872,"depth":2181,"text":2873},{"id":2892,"depth":2181,"text":2893},{"id":2921,"depth":328,"text":2922},{"id":2941,"depth":328,"text":2942},{"id":2974,"depth":328,"text":2975},{"id":2990,"depth":328,"text":2991,"children":3195},[3196,3197,3198],{"id":2997,"depth":2181,"text":2998},{"id":3011,"depth":2181,"text":3012},{"id":3018,"depth":2181,"text":3019},{"id":3035,"depth":328,"text":3036},{"id":3075,"depth":328,"text":3076,"children":3201},[3202,3203,3204,3205,3206,3207,3208],{"id":3079,"depth":2181,"text":3080},{"id":3086,"depth":2181,"text":3087},{"id":3093,"depth":2181,"text":3094},{"id":3100,"depth":2181,"text":3101},{"id":3107,"depth":2181,"text":3108},{"id":3119,"depth":2181,"text":3120},{"id":3126,"depth":2181,"text":3127},{"id":3135,"depth":328,"text":3136},{"id":3169,"depth":328,"text":3170},"https://fpmkcsabfcj6mtfr.public.blob.vercel-storage.com/images/blog/2026-04/9ff3b2ea-a193-4523-9cdc-7e8ee184249f.jpeg","2026-05-19","We scored all 240 Calgary communities on a strict 15-minute-walk test. Eleven pass, the famous walkable names aren't all of them, and the trade-offs are measurable.",{},"13 min read",{"title":2451,"description":3213},"blog/calgary-15-minute-neighbourhoods",[629,1503,3219,2560,351],"Walkability","rhhqG0RNB1O9gWPZT6XODt9-cfgpvB29UI4QoEIrYkE",{"id":3222,"title":3223,"author":6,"body":3224,"cover":3662,"date":3663,"description":3664,"extension":340,"featured":341,"meta":3665,"navigation":343,"path":201,"readTime":3666,"seo":3667,"stem":3668,"tags":3669,"__hash__":3670},"blog/blog/how-neighbourhood-scoring-works.md","I Scored Every Neighbourhood in Calgary, Vancouver, Edmonton, and Toronto. Here's What I Learned.",{"type":8,"value":3225,"toc":3651},[3226,3229,3232,3235,3239,3242,3245,3248,3251,3255,3258,3263,3268,3273,3279,3284,3287,3291,3294,3297,3300,3303,3306,3309,3313,3316,3322,3325,3328,3331,3336,3339,3342,3345,3437,3440,3447,3451,3454,3457,3460,3525,3528,3532,3535,3583,3586,3589,3601,3605,3608,3611,3614,3617,3621,3624,3627,3632,3639,3641,3646],[14,3227,3228],{},"When I bought my house, I did what most people do. I scrolled listings, drove around on weekends, and asked friends what they thought of different areas. I had spreadsheets. I had opinions. What I did not have was a consistent way to compare neighbourhoods against each other using the same criteria.",[14,3230,3231],{},"I would hear things like \"Altadore is great for families\" or \"Sunnyside is super walkable,\" and those things are true. But how great? Compared to what? And what are you trading away to get that walkability?",[14,3233,3234],{},"So I built a scoring system. Not a vibe check, and not a \"best neighbourhoods\" listicle based on someone's weekend visit. It is a pipeline that evaluates every residential neighbourhood in four Canadian cities across 34 data-driven metrics, groups them into five lenses, and produces a 0 to 100 score for each. Here is what that process looks like, what the data actually reveals, and why I think scores are useful, but only if you understand what they cannot tell you.",[28,3236,3238],{"id":3237},"the-problem-with-good-neighbourhoods","The problem with \"good neighbourhoods\"",[14,3240,3241],{},"Ask five people whether a neighbourhood is \"good\" and you will get five different answers. A young professional cares about coffee shops, transit, and nightlife. A growing family cares about schools, safety, and park access. An investor cares about assessed values and year-over-year growth.",[14,3243,3244],{},"They are all right. They are just measuring different things.",[14,3246,3247],{},"Listings do not help here. They tell you about the house: square footage, bedrooms, bathrooms, finishes. They say almost nothing about the ten-block radius around that house. The neighbourhood is the thing you cannot renovate, and it is the thing most people research through word of mouth and gut instinct.",[14,3249,3250],{},"I wanted to replace gut instinct with data. Not because data is always right, but because it gives you a starting point that is not someone else's anecdote.",[28,3252,3254],{"id":3253},"what-we-actually-measure","What we actually measure",[14,3256,3257],{},"The pipeline scores every residential community in Calgary, Vancouver, Edmonton, and Toronto: 757 neighbourhoods in total, built up from nearly 7,800 dissemination areas. (Vancouver's count looks small at 22 because the city divides itself into a handful of large local planning areas, while Calgary, Edmonton, and Toronto slice into hundreds of smaller communities.) Each neighbourhood is scored across five lenses, and each lens is made of several sub-metrics.",[14,3259,3260,3262],{},[17,3261,349],{}," looks at crime rates, traffic incident rates, streetlight density, proximity to fire stations, police stations, and healthcare facilities, and a noise score. It is not just \"is there crime here?\" It is a fuller picture that includes infrastructure and emergency response.",[14,3264,3265,3267],{},[17,3266,622],{}," examines median assessed values, year-over-year price growth, new development (building permits), renovation activity, and rental yield. This tells you whether a neighbourhood is appreciating, stagnant, or in the middle of a construction boom.",[14,3269,3270,3272],{},[17,3271,629],{}," counts what is within walking distance: transit stops, groceries, restaurants, schools, health services, recreation, retail, and trails. All measured as actual counts within a 1 to 2 km radius, not \"nearby\" in some vague sense.",[14,3274,3275,3278],{},[17,3276,3277],{},"Demographics and Census"," pulls from Statistics Canada: median household income, income equality (the Gini index), employment rate, population density, median dwelling value, cultural diversity, and the share of people who commute without a car. This paints a picture of who lives there and the economic character of the community.",[14,3280,3281,3283],{},[17,3282,637],{}," scores seven natural hazards: flood, wildfire, earthquake, landslide, radon, severe weather, and heat. This is the lens most listings pretend does not exist, and the one buyers increasingly ask about first.",[14,3285,3286],{},"That is 34 sub-metrics in total, every one of them on the same 0 to 100 scale.",[28,3288,3290],{"id":3289},"how-we-turn-raw-data-into-scores","How we turn raw data into scores",[14,3292,3293],{},"The scoring process works in layers, like building a cake from the bottom up.",[14,3295,3296],{},"The first layer collects raw data. Crime counts, property assessments, transit stop locations, census figures, hazard rasters. All of it gets tied to the smallest geographic unit Statistics Canada defines: the dissemination area, or DA. There are nearly 7,800 of these across the four cities, and each one covers a few city blocks.",[14,3298,3299],{},"The second layer normalizes everything. A raw crime count does not mean much on its own, so we convert most metrics into a percentile rank within their own city. A score of 75 means \"better than 75% of areas in the same city.\" For metrics where lower is better, like crime rates or distance to the nearest hospital, we flip the scale so higher always means better. The Climate and noise scores are the exception: they are already absolute hazard percentiles on a national scale, so they pass through without re-ranking.",[14,3301,3302],{},"The third layer combines the sub-metrics into lens scores. Each lens has its own weighting. For safety, crime carries more weight than streetlight density. For accessibility, transit and schools are weighted higher than retail. These weights reflect what the research and user feedback suggest matters most, and they are documented openly.",[14,3304,3305],{},"The final step rolls everything up from the DA level to the neighbourhood level using population-weighted averages. A neighbourhood with twelve dissemination areas does not get a simple average. Areas with more residents carry more weight in the final number.",[14,3307,3308],{},"The result: every neighbourhood gets an overall score, five lens scores, and 34 sub-scores, all on the same 0 to 100 scale, all comparable within a city.",[28,3310,3312],{"id":3311},"what-the-scores-reveal-altadore-vs-sunnyside","What the scores reveal: Altadore vs. Sunnyside",[14,3314,3315],{},"Let me show you what this looks like with two Calgary neighbourhoods people love to debate.",[14,3317,3318,3321],{},[17,3319,3320],{},"Altadore"," scores 69 overall. Its strongest lens is Climate at 83, helped by a near-perfect landslide score and low flood exposure on the higher ground above the Elbow River. Property Value is also strong at 71, driven by high assessed values, solid year-over-year growth, and a development sub-score of 95. The census lens reflects a high-income area: the income sub-score is 93 and employment is 89.",[14,3323,3324],{},"But Altadore's safety lens sits at 56, and the sub-scores tell an interesting story. Traffic safety is excellent at 99, because it is a quiet residential area. But crime safety is 41, streetlight density is 37, and police proximity is 34. The safety infrastructure is not matching the neighbourhood's price tag.",[14,3326,3327],{},"There is also a number that surprised me: Altadore's trail access scores 17. If you know Calgary, you know Altadore sits beside the Elbow River pathway and Sandy Beach, some of the best riverside trails in the city. A 17 looks wrong to me. It is most likely a gap in how trail data maps to this community's dissemination areas, and it is a good reminder that a score is only ever as good as the data underneath it.",[14,3329,3330],{},"One more: income equality scores 12 out of 100. That does not mean Altadore is a bad place to live. It means there is a wide income gap inside the community. It is wealthy, but unevenly so.",[14,3332,3333,3335],{},[17,3334,2644],{}," scores 65 overall. Its standout lens is Accessibility at 91, and the sub-scores are remarkable. Transit: 97. Grocery: 96. Dining: 96. Health services: 96. Retail: 90. Trails: 90. Six sub-scores at or above 90. If you want to live somewhere where everything is within walking distance, Sunnyside is hard to beat in Calgary.",[14,3337,3338],{},"But the trade-offs are real. Crime safety is 25. Property value is low at 37, with a median-value sub-score of 34 and growth of just 28, reflecting a condo-heavy housing stock with modest appreciation.",[14,3340,3341],{},"Here is the paradox: Sunnyside has near-perfect streetlight coverage (99) and strong emergency access (police 84, fire 86). The safety infrastructure is excellent. The safety outcomes are not. That is the kind of nuance a single \"safety score\" would hide, but the sub-scores make it visible.",[14,3343,3344],{},"Put them side by side:",[36,3346,3347,3357],{},[39,3348,3349],{},[42,3350,3351,3353,3355],{},[45,3352],{},[45,3354,3320],{},[45,3356,2644],{},[52,3358,3359,3369,3380,3391,3400,3409,3418,3428],{},[42,3360,3361,3364,3366],{},[57,3362,3363],{},"Overall",[57,3365,134],{},[57,3367,3368],{},"65",[42,3370,3371,3374,3377],{},[57,3372,3373],{},"Strongest lens",[57,3375,3376],{},"Climate (83)",[57,3378,3379],{},"Accessibility (91)",[42,3381,3382,3385,3388],{},[57,3383,3384],{},"Weakest lens",[57,3386,3387],{},"Safety (56)",[57,3389,3390],{},"Value (37)",[42,3392,3393,3396,3398],{},[57,3394,3395],{},"Property value",[57,3397,1297],{},[57,3399,2772],{},[42,3401,3402,3404,3407],{},[57,3403,2560],{},[57,3405,3406],{},"70",[57,3408,714],{},[42,3410,3411,3414,3416],{},[57,3412,3413],{},"Schools",[57,3415,2580],{},[57,3417,830],{},[42,3419,3420,3423,3425],{},[57,3421,3422],{},"Crime safety",[57,3424,178],{},[57,3426,3427],{},"25",[42,3429,3430,3433,3435],{},[57,3431,3432],{},"Streetlights",[57,3434,2772],{},[57,3436,2580],{},[14,3438,3439],{},"Two very different neighbourhood personalities. Altadore for families chasing strong property values and top-tier school access. Sunnyside for people who want everything walkable and do not mind the trade-offs that come with density.",[14,3441,3442,3443,3446],{},"Neither is \"better.\" They are better for different people. (If safety is your first filter, the ",[199,3444,3445],{"href":2166},"data-backed ranking of the safest neighbourhoods in Calgary"," walks through what those scores actually represent.)",[28,3448,3450],{"id":3449},"finding-your-match-similarity-search","Finding your match: similarity search",[14,3452,3453],{},"Here is where it gets interesting. Every neighbourhood's 34 sub-scores form a kind of fingerprint, a profile that captures its character across all five lenses. We store these as mathematical vectors and use cosine similarity to find neighbourhoods with the most similar profiles.",[14,3455,3456],{},"One important detail: the vector measures the shape of a neighbourhood's profile, not its overall level. Two communities with different overall scores can still be close matches if they are strong and weak in the same places. The algorithm is not reading labels like \"inner-city\" or \"walkable.\" It is finding genuine statistical similarity across all 34 dimensions, and it surfaces matches you might not have considered.",[14,3458,3459],{},"If you love Sunnyside's profile, the system can tell you which other Calgary neighbourhoods share its DNA:",[36,3461,3462,3474],{},[39,3463,3464],{},[42,3465,3466,3469,3472],{},[45,3467,3468],{},"Neighbourhood",[45,3470,3471],{},"Similarity",[45,3473,3363],{},[52,3475,3476,3486,3496,3505,3515],{},[42,3477,3478,3480,3483],{},[57,3479,2765],{},[57,3481,3482],{},"88%",[57,3484,3485],{},"60",[42,3487,3488,3490,3493],{},[57,3489,2696],{},[57,3491,3492],{},"85%",[57,3494,3495],{},"63",[42,3497,3498,3500,3503],{},[57,3499,2611],{},[57,3501,3502],{},"82%",[57,3504,3495],{},[42,3506,3507,3509,3512],{},[57,3508,2799],{},[57,3510,3511],{},"78%",[57,3513,3514],{},"54",[42,3516,3517,3520,3523],{},[57,3518,3519],{},"Downtown East Village",[57,3521,3522],{},"77%",[57,3524,2618],{},[14,3526,3527],{},"The pattern is clear: all are inner-city, high-access, lower-value communities along or near the Bow River. Within a city, the matching is tight and the suggestions are genuinely useful.",[1582,3529,3531],{"id":3530},"across-cities-the-honest-version","Across cities, the honest version",[14,3533,3534],{},"You can run the same search across city boundaries, which is where relocators get interested. The system still ranks the closest cousin in each city, but the similarity scores drop, and that drop is the honest part.",[36,3536,3537,3549],{},[39,3538,3539],{},[42,3540,3541,3544,3547],{},[45,3542,3543],{},"City",[45,3545,3546],{},"Closest match to Sunnyside",[45,3548,3471],{},[52,3550,3551,3561,3572],{},[42,3552,3553,3555,3558],{},[57,3554,350],{},[57,3556,3557],{},"Strathcona (Whyte Avenue)",[57,3559,3560],{},"74%",[42,3562,3563,3566,3569],{},[57,3564,3565],{},"Toronto",[57,3567,3568],{},"The Annex",[57,3570,3571],{},"43%",[42,3573,3574,3577,3580],{},[57,3575,3576],{},"Vancouver",[57,3578,3579],{},"Downtown (Mount Pleasant close behind)",[57,3581,3582],{},"27%",[14,3584,3585],{},"Edmonton's Strathcona is a strong signal at 74%, and the analogy holds up: an independent-shop corridor next to a river valley with good transit, which is exactly what Kensington and Sunnyside are to Calgary. Toronto's Annex and Vancouver's Mount Pleasant are the right cousins too, but the numbers are lower.",[14,3587,3588],{},"Why? Because each lens is scored against a national baseline before the comparison, so the vector captures how a neighbourhood stacks up across the whole country, not just its own city. A Calgary inner-city community and a Vancouver one are genuinely different animals once you measure them against the same yardstick: different housing costs, different transit scale, different hazard profiles. A lower cross-city number is not the system failing. It is the system refusing to pretend two cities are more alike than they are. At these levels the ranking matters more than the exact percentage, so treat it as \"here is the closest cousin,\" not \"here is your twin.\"",[14,3590,3591,3592,3595,3596,3600],{},"This is still the feature I am most excited about for people moving between cities. \"Find me a neighbourhood that feels like the one I am leaving\" is a question most people answer through Reddit threads and realtor opinions. Now there is a data-driven way to start that conversation. If you are making one of these moves, the ",[199,3593,3594],{"href":2882},"Vancouver to Calgary"," and ",[199,3597,3599],{"href":3598},"/blog/moving-toronto-calgary-neighbourhood-match","Toronto to Calgary"," matching guides run the comparison in detail.",[28,3602,3604],{"id":3603},"what-scores-dont-tell-you","What scores don't tell you",[14,3606,3607],{},"I want to be direct about this: scores are starting points, not verdicts.",[14,3609,3610],{},"A score of 69 does not tell you about the specific street you would live on, or that the neighbours host a block party every August, or that the bakery on the corner makes the best sourdough in the city. Scores cannot capture the smell of the river in Altadore in June, or the energy of Kensington Road on a Saturday morning.",[14,3612,3613],{},"Scores also cannot capture your personal priorities perfectly. Maybe you work from home and transit access is irrelevant. Maybe you have three dogs and trail access matters more than anything else. The weights in the system reflect reasonable defaults, but your life is not a default.",[14,3615,3616],{},"That is why we treat scores as doors, not answers. They are meant to open a conversation (\"Altadore scores 56 on safety, let me dig into why\") rather than close one. And as the trail-score example shows, the data behind a score can have gaps, so a number that surprises you is an invitation to look closer, not a final word.",[28,3618,3620],{"id":3619},"try-it-yourself","Try it yourself",[14,3622,3623],{},"Every score, sub-score, and similarity match I have described here is available through the Ask advisor. You can type in a neighbourhood name and ask what its safety score means, why its value score is high, or which communities share a similar profile. You can also see the lenses on the map and draw a real walking radius around any address.",[14,3625,3626],{},"The data is there. The context is there. The question is yours.",[14,3628,3629],{},[199,3630,3631],{"href":2986},"Ask about a neighbourhood →",[14,3633,3634,3635,3638],{},"If you would rather start with a checklist, ",[199,3636,3637],{"href":2193},"what to look for when buying a house"," turns these lenses into a practical, data-driven walkthrough.",[612,3640],{},[14,3642,3643],{},[588,3644,3645],{},"Scores are based on public data from Statistics Canada, municipal open data portals, OpenStreetMap, and Canadian natural-hazard datasets (including Natural Resources Canada and Health Canada), all under open licences. For the Safety, Value, Accessibility, and Census lenses, a score is a percentile ranking within a city, not an absolute quality measure: a score of 75 means \"better than 75% of scored areas in the same city.\" Climate scores are absolute hazard percentiles on a national scale.",[14,3647,3648],{},[588,3649,3650],{},"PickYourPlace covers Calgary, Vancouver, Edmonton, and Toronto, with more cities on the way.",{"title":327,"searchDepth":328,"depth":328,"links":3652},[3653,3654,3655,3656,3657,3660,3661],{"id":3237,"depth":328,"text":3238},{"id":3253,"depth":328,"text":3254},{"id":3289,"depth":328,"text":3290},{"id":3311,"depth":328,"text":3312},{"id":3449,"depth":328,"text":3450,"children":3658},[3659],{"id":3530,"depth":2181,"text":3531},{"id":3603,"depth":328,"text":3604},{"id":3619,"depth":328,"text":3620},"/images/blog/how-neighbourhood-scoring-works/cover.png","2026-05-05","How PickYourPlace scores 757 neighbourhoods across four Canadian cities on five lenses and 34 metrics, what the data reveals, and what a score can never tell you.",{},"9 min read",{"title":3223,"description":3664},"blog/how-neighbourhood-scoring-works",[351,1503,3576,350,3565],"8lvokN9O9AKwCfi6EUwBE8ykqsxjSVTn3QMu39f8Nqk",{"id":3672,"title":3673,"author":6,"body":3674,"cover":4049,"date":4050,"description":4051,"extension":340,"featured":341,"meta":4052,"navigation":343,"path":3598,"readTime":4053,"seo":4054,"stem":4055,"tags":4056,"__hash__":4058},"blog/blog/moving-toronto-calgary-neighbourhood-match.md","Moving to Calgary from Toronto: Which Neighbourhood Matches Your Current Life?",{"type":8,"value":3675,"toc":4038},[3676,3682,3685,3688,3692,3695,3856,3865,3869,3884,3887,3897,3901,3904,3907,3910,3914,3917,3926,3929,3933,3936,3941,3946,3949,3953,3956,3976,3979,3983,3986,4016,4019,4021],[14,3677,3678,3679,203],{},"You have already run the numbers. No provincial sales tax, lower income tax rates, and a median assessed value for a Calgary home that is a fraction of what the same money buys in the GTA. The financial case for moving to Calgary from Toronto is well documented, and ",[199,3680,3681],{"href":3163},"we cover the Ontario-to-Alberta corridor in detail",[14,3683,3684],{},"The harder question is the one nobody answers with data: which Calgary neighbourhood actually matches the one you are leaving?",[14,3686,3687],{},"Reddit threads are full of Torontonians asking \"What is the Calgary equivalent of Leslieville?\" or \"Where is The Annex vibe in Calgary?\" and getting answers based on feelings. Now that both cities are live on PickYourPlace, we can answer the other way around. We took seven of Toronto's most-asked-about neighbourhoods, profiled them against four data lenses (Property Value, Safety, Accessibility, and Census), and surfaced the closest Calgary match for each. You know your Toronto neighbourhood. The data points to which Calgary one rhymes with it.",[28,3689,3691],{"id":3690},"the-matrix-seven-toronto-neighbourhoods-and-their-calgary-match","The matrix: seven Toronto neighbourhoods and their Calgary match",[14,3693,3694],{},"Each score below is a percentile from 0 to 100, measured within Calgary, where higher means stronger on that lens. They are doors, not verdicts: a starting point for the deeper data, not a grade. Click any Calgary community to open its live dashboard.",[36,3696,3697,3717],{},[39,3698,3699],{},[42,3700,3701,3704,3707,3710,3713,3715],{},[45,3702,3703],{},"Toronto neighbourhood",[45,3705,3706],{},"Calgary match",[45,3708,3709],{},"Why it maps",[45,3711,1953],{"align":3712},"center",[45,3714,349],{"align":3712},[45,3716,2557],{"align":3712},[52,3718,3719,3739,3758,3778,3798,3817,3836],{},[42,3720,3721,3724,3729,3732,3735,3737],{},[57,3722,3723],{},"Leslieville",[57,3725,3726],{},[199,3727,2818],{"href":3728},"/calgary/inglewood",[57,3730,3731],{},"Indie strip on the river, mixed owner and renter, young-professional blend",[57,3733,3734],{"align":3712},"64",[57,3736,2738],{"align":3712},[57,3738,2821],{"align":3712},[42,3740,3741,3743,3748,3751,3754,3756],{},[57,3742,3568],{},[57,3744,3745],{},[199,3746,3747],{"href":2887},"Kensington",[57,3749,3750],{},"Calgary's most walkable inner city, near-even tenure, CTrain to downtown",[57,3752,3753],{"align":3712},"48",[57,3755,2703],{"align":3712},[57,3757,830],{"align":3712},[42,3759,3760,3763,3769,3772,3774,3776],{},[57,3761,3762],{},"Roncesvalles",[57,3764,3765],{},[199,3766,3768],{"href":3767},"/calgary/bridgeland-riverside","Bridgeland",[57,3770,3771],{},"Walkable family corridor, independent main street, mid-density",[57,3773,2755],{"align":3712},[57,3775,137],{"align":3712},[57,3777,2802],{"align":3712},[42,3779,3780,3783,3788,3791,3793,3795],{},[57,3781,3782],{},"Riverdale",[57,3784,3785],{},[199,3786,3320],{"href":3787},"/calgary/altadore",[57,3789,3790],{},"Parks-adjacent, owner-skewed, family-stage mid-density",[57,3792,1297],{"align":3712},[57,3794,1153],{"align":3712},[57,3796,3797],{"align":3712},"74",[42,3799,3800,3803,3808,3811,3813,3815],{},[57,3801,3802],{},"Cabbagetown",[57,3804,3805],{},[199,3806,2783],{"href":3807},"/calgary/mission",[57,3809,3810],{},"Historic, dense, downtown-edge, walkable, renter-heavy",[57,3812,933],{"align":3712},[57,3814,175],{"align":3712},[57,3816,145],{"align":3712},[42,3818,3819,3822,3826,3829,3831,3833],{},[57,3820,3821],{},"Etobicoke",[57,3823,3824],{},[199,3825,3115],{"href":3114},[57,3827,3828],{},"Suburban, lakeside, family-skewed, drive-first, low crime volume",[57,3830,3753],{"align":3712},[57,3832,3753],{"align":3712},[57,3834,3835],{"align":3712},"21",[42,3837,3838,3841,3847,3850,3852,3854],{},[57,3839,3840],{},"North York",[57,3842,3843],{},[199,3844,3846],{"href":3845},"/calgary/signal-hill","Signal Hill",[57,3848,3849],{},"Established suburban, retail-adjacent, drive-first, low turnover",[57,3851,1873],{"align":3712},[57,3853,1287],{"align":3712},[57,3855,3753],{"align":3712},[14,3857,3858,3859,3861,3862,3864],{},"Two of these labels are colloquial districts rather than single communities in our data. ",[17,3860,3747],{}," spans Hillhurst (shown above) and Sunnyside, its livelier CTrain-station half (Value 37, Safety 57, Access 91). ",[17,3863,2783],{}," sits next to Cliff Bungalow, a more residential, higher-value twin (Value 55, Safety 45, Access 85). The deep dives below say more about each.",[28,3866,3868],{"id":3867},"how-the-four-lenses-work","How the four lenses work",[14,3870,3871,3872,3874,3875,3877,3878,3880,3881,3883],{},"PickYourPlace scores every Calgary neighbourhood across four dimensions: ",[17,3873,1953],{}," (assessed property values and trends), ",[17,3876,349],{}," (crime incidents, emergency response, street lighting), ",[17,3879,629],{}," (walking distance to grocery stores, schools, parks, and transit), and ",[17,3882,1984],{}," (population density, household income, age distribution, and housing tenure).",[14,3885,3886],{},"Matching neighbourhoods across cities means comparing their data profile, not their architecture. Because each lens is scored as a percentile within its own city, a neighbourhood that ranks near the top for walkability in Toronto lines up with the one that ranks near the top in Calgary, even if the streetscape looks nothing alike.",[14,3888,3889,3890,3892,3893,3896],{},"That is why the matching here leans on the experiential lenses (accessibility, safety, density, and tenure) rather than dollar values. Value is the payoff, not the match: Calgary's absolute prices sit well below Toronto's, so the point is finding the same lived shape for far less. You can check any of this yourself on the ",[199,3891,1569],{"href":1568},", or ",[199,3894,3895],{"href":278},"generate a report"," for a specific address.",[28,3898,3900],{"id":3899},"deep-dive-leslieville-to-inglewood","Deep dive: Leslieville to Inglewood",[14,3902,3903],{},"Leslieville is Toronto's east-end corridor of independent coffee shops, vintage stores, and new condos: walkable, transit-connected, with a near-even mix of renters and owners and a commercial strip that feels local rather than corporate.",[14,3905,3906],{},"On character, Inglewood is the clearest analogue. Located along the Bow River southeast of downtown, it is Calgary's oldest neighbourhood, and the 9th Avenue SE strip plays the role of Queen East: craft breweries, a weekend farmers' market, independent retail. The census profile lines up closely, with a median age of 39, an owner-to-renter split of roughly 56 to 44, and the same young-professional-plus-established-resident blend. Its median assessed value sits at $388,500 on the 2026 roll, up 31.9% over five years.",[14,3908,3909],{},"On the accessibility lens, the match is looser, and it is worth being honest about. Inglewood ranks around the 32nd percentile citywide for everyday walkable access, with about four grocery and food options inside a 15-minute walk. The walkable strip is real, but the surrounding industrial blocks and the river pull the community-wide number down. Safety follows the pattern common to lively inner-city neighbourhoods: a mid-pack score of 39, with crime concentrated in property categories like theft from vehicles, and all-crime down 19% year over year in 2025. If walk-to-everything access is your non-negotiable, Kensington or Mission fit better.",[28,3911,3913],{"id":3912},"deep-dive-the-annex-to-kensington","Deep dive: The Annex to Kensington",[14,3915,3916],{},"The Annex is Toronto's university-adjacent neighbourhood: walkable, transit-rich, dense with restaurants and independent bookstores along Bloor, with a median age pulled younger by the University of Toronto. It ranks in the 88th percentile for accessibility within Toronto.",[14,3918,3919,3920,3922,3923,3925],{},"Calgary's Kensington is the strongest parallel in the entire dataset, and the walkability numbers make the case. The neighbourhood spans two communities northwest of downtown along the Bow River. ",[17,3921,2696],{}," matches The Annex almost exactly on accessibility (88th percentile within Calgary) and runs a near-even owner-to-renter split, with a median assessed value of $499,500. ",[17,3924,2644],{},", the side anchored by the CTrain station, scores even higher: 91st percentile for accessibility and 97th for transit, putting downtown a few minutes away by train, with a median assessed value of $375,500. Both have a median age of 36.",[14,3927,3928],{},"What carries over is the daily rhythm: walking to dinner, biking the river pathway, and a tenure mix that keeps the streets active after 6 pm. What does not carry over is raw density. The Annex packs more people per block than almost anywhere in Calgary, so Kensington reads as urban for Calgary rather than urban outright. As with most walkable inner-city areas in both cities, the safety score is mid-pack (40 for Hillhurst, 57 for Sunnyside), with property crime the main driver and violent crime rare.",[28,3930,3932],{"id":3931},"deep-dive-etobicoke-or-north-york-to-mahogany-and-signal-hill","Deep dive: Etobicoke or North York to Mahogany and Signal Hill",[14,3934,3935],{},"If your Toronto life is suburban, your priorities are different. You drive, you value space, and safety and household stability matter more than walkability. The trade is not downtown-for-downtown; it is suburban-Toronto-for-suburban-Calgary, and the math gets favourable fast.",[14,3937,3938,3940],{},[17,3939,3115],{}," in southeast Calgary is a lakeside community with a strong family demographic: a median age of 34, an average household size of 2.8, and a high owner share at 78%. Its crime volume is low, sitting around the 27th percentile citywide, which means fewer incidents per capita than most of the city, though its composite safety score is mid-pack at 48. The trade-off is accessibility: it ranks in the 21st percentile, with roughly one grocery option inside a 15-minute walk, so daily errands assume a car. Demand shows up in the numbers, with assessed values up 44.4% over five years, the steepest growth in this set, to a median of $674,500.",[14,3942,3943,3945],{},[17,3944,3846],{}," in southwest Calgary is the more established option: a median age of 49, an owner share near 89%, and lower turnover. It carries an above-median safety score of 59 and the same low 27th-percentile crime volume as Mahogany, with commercial nodes along Sarcee Trail for grocery and retail access. Its median assessed value is $788,000.",[14,3947,3948],{},"What carries over from Etobicoke or North York is drive-first daily life, single-family housing stock, and a family-stage demographic. What does not is transit. The CTrain does not reach Mahogany, and Signal Hill is bus-feeder territory. If you commuted downtown on the Bloor or Yonge line, this is a real lifestyle change.",[28,3950,3952],{"id":3951},"what-the-data-will-not-tell-you","What the data will not tell you",[14,3954,3955],{},"The lenses match the structural stuff: value, safety, walkability, and demographics. They miss the texture, and three things are worth bracing for.",[212,3957,3958,3964,3970],{},[215,3959,3960,3963],{},[17,3961,3962],{},"Winter."," Calgary's average January low sits around -15 °C, against roughly -7 °C in Toronto, per Environment Canada climate normals. Chinooks soften the cold; they do not erase it.",[215,3965,3966,3969],{},[17,3967,3968],{},"Urban form."," Calgary's population density is roughly a third of Toronto's, according to the 2021 Census. Your 10-minute walk reaches fewer destinations.",[215,3971,3972,3975],{},[17,3973,3974],{},"Transit reach."," Calgary's two-line CTrain works extremely well along the line and thins out quickly off it. Toronto's subway and streetcar network covers far more of the city.",[14,3977,3978],{},"These are real trade-offs. The numbers can tell you which Calgary neighbourhood matches yours. They cannot tell you whether you will be happy in -15.",[28,3980,3982],{"id":3981},"find-your-own-match","Find your own match",[14,3984,3985],{},"The seven pairings above cover the most common profiles, but yours might not fit neatly into any of them. Three tools pick up where the matrix stops:",[212,3987,3988,3998,4007],{},[215,3989,3990,3993,3994,3997],{},[17,3991,3992],{},"You know the Toronto neighbourhood you are leaving."," Tell the ",[199,3995,3996],{"href":2986},"Neighbourhood Advisor"," your priorities (commute target, walkability floor, budget ceiling, school proximity) and it returns ranked Calgary matches and can compare any two side by side.",[215,3999,4000,4003,4004,4006],{},[17,4001,4002],{},"You have a specific Calgary address in mind."," Drop it into ",[199,4005,763],{"href":278}," for a four-lens report with property value trends, safety percentiles, walking-distance amenities, and a demographic profile, generated in about 30 seconds.",[215,4008,4009,4012,4013,4015],{},[17,4010,4011],{},"You are torn between two Calgary communities."," Put them into ",[199,4014,767],{"href":2381}," for a side-by-side scorecard across all four lenses, plus the key differences called out.",[14,4017,4018],{},"Before committing, fly out and spend a weekend in your shortlist. Walk the blocks at different times of day, and talk to a local agent who knows the streets. The data tells you which Calgary neighbourhoods actually match the life you are living now, and which ones only look similar on a map.",[1582,4020,3136],{"id":3135},[212,4022,4023,4028,4033],{},[215,4024,4025],{},[199,4026,4027],{"href":3163},"Moving to Alberta from Ontario: Complete 2026 Relocation Guide",[215,4029,4030],{},[199,4031,4032],{"href":2882},"Moving from Vancouver to Calgary: Which Neighbourhood Matches Your Current Life?",[215,4034,4035],{},[199,4036,4037],{"href":2887},"Kensington Calgary Neighbourhood Walkability: What the Data Shows",{"title":327,"searchDepth":328,"depth":328,"links":4039},[4040,4041,4042,4043,4044,4045,4046],{"id":3690,"depth":328,"text":3691},{"id":3867,"depth":328,"text":3868},{"id":3899,"depth":328,"text":3900},{"id":3912,"depth":328,"text":3913},{"id":3931,"depth":328,"text":3932},{"id":3951,"depth":328,"text":3952},{"id":3981,"depth":328,"text":3982,"children":4047},[4048],{"id":3135,"depth":2181,"text":3136},"/images/blog/moving-toronto-calgary-neighbourhood-match/cover.webp","2026-04-21","Match your Toronto neighbourhood to its Calgary equivalent: seven data-backed pairings across property value, safety, and accessibility.",{},"7 min read",{"title":3673,"description":4051},"blog/moving-toronto-calgary-neighbourhood-match",[4057,351,1503,3565],"Relocation","eJ7iGeHdZY_FdU0nWrwQcNb-hQUNiv24z_ZMWg2vqH0",{"id":4060,"title":4061,"author":6,"body":4062,"cover":4681,"date":4682,"description":4683,"extension":340,"featured":341,"meta":4684,"navigation":343,"path":4685,"readTime":2443,"seo":4686,"stem":4687,"tags":4688,"__hash__":4690},"blog/blog/edmonton.md","The Other Alberta: PickYourPlace Launches in Edmonton",{"type":8,"value":4063,"toc":4668},[4064,4067,4070,4073,4076,4079,4085,4089,4092,4095,4098,4107,4110,4113,4117,4120,4146,4149,4153,4156,4166,4169,4173,4176,4179,4223,4226,4230,4233,4276,4279,4283,4286,4449,4452,4455,4459,4462,4468,4474,4480,4486,4489,4493,4496,4587,4590,4593,4597,4600,4603,4607,4610,4639,4648,4651,4654,4657,4659],[14,4065,4066],{},"Calgary or Edmonton?",[14,4068,4069],{},"If you have ever lived in Alberta, you have heard this debate. At family dinners, at work, on Reddit threads that somehow spiral into 200 comments. Everyone has an opinion. Calgarians will tell you Edmonton is too cold, too flat, too far from the mountains. Edmontonians will tell you Calgary is overpriced, corporate, and honestly kind of boring once you have spent a Friday night on Whyte Ave.",[14,4071,4072],{},"I have heard both sides a hundred times. But here is what I have noticed: the debate almost never involves actual data.",[14,4074,4075],{},"People compare vibes. They compare feelings. They compare that one weekend they spent in the other city three years ago. And then they make one of the biggest financial decisions of their lives based on that.",[14,4077,4078],{},"Today I want to change that. PickYourPlace is now live in Edmonton, our third city, and the one that completes our Alberta coverage.",[14,4080,4081],{},[1074,4082],{"alt":4083,"src":4084},"Edmonton in the Explore module, neighbourhood property-value coverage across the whole city along the North Saskatchewan River","/images/blog/edmonton/citywide.png",[28,4086,4088],{"id":4087},"why-edmonton-and-why-now","Why Edmonton, and Why Now",[14,4090,4091],{},"When I launched PickYourPlace in Calgary back in 2021, Edmonton was always on the roadmap. And when we expanded to Vancouver in early 2025, the most common question I got was not about Toronto or Ottawa. It was: \"When are you adding Edmonton?\"",[14,4093,4094],{},"That question came from two kinds of people.",[14,4096,4097],{},"The first group was Albertans, people already living in Calgary or Edmonton who wanted to weigh the two cities with real numbers instead of Reddit opinions. Some were considering a move between them. Others were investors looking at both markets. All of them wanted the same depth of analysis they were getting for Calgary, but for Edmonton.",[14,4099,4100,4101,4106],{},"The second group was relocators. The interprovincial migration wave into Alberta has been the largest in the country. In 2023/2024 alone, a net 43,750 people moved to Alberta from other parts of Canada, and according to ",[199,4102,4105],{"href":4103,"rel":4104},"https://www150.statcan.gc.ca/n1/daily-quotidien/250116/dq250116b-eng.htm",[3030],"Statistics Canada",", Edmonton's metro area recorded its biggest net interprovincial gain in more than two decades, close to 14,000 people in a single year. Many newcomers land in Calgary, but a large share choose Edmonton, drawn by its deeper affordability, its government and healthcare employment, or the University of Alberta.",[14,4108,4109],{},"These relocators are making decisions about neighbourhoods they have never walked through, in a city they might have visited once. They need data. Not a \"best neighbourhoods in Edmonton\" listicle, but real, structured, comparable data.",[14,4111,4112],{},"That is what we built.",[28,4114,4116],{"id":4115},"edmonton-by-the-numbers","Edmonton, by the Numbers",[14,4118,4119],{},"Here is what is now live on PickYourPlace:",[212,4121,4122,4128,4134,4140],{},[215,4123,4124,4127],{},[17,4125,4126],{},"390+ neighbourhoods and communities"," mapped and analyzed",[215,4129,4130,4133],{},[17,4131,4132],{},"430,000+ properties"," with assessment data and historical trends",[215,4135,4136,4139],{},[17,4137,4138],{},"All four analytical lenses:"," Property Value, Safety, Accessibility, and Census and Demographics",[215,4141,4142,4145],{},[17,4143,4144],{},"Full module access:"," Explore, Analyze, and Compare, all working for Edmonton",[14,4147,4148],{},"Let me show you what that means in practice. I generated a few sample reports, and the patterns they reveal are more interesting than I expected.",[28,4150,4152],{"id":4151},"same-city-two-different-worlds","Same City, Two Different Worlds",[14,4154,4155],{},"The story I want to tell is not Calgary versus Edmonton. It is a story about Edmonton itself, because when I ran the numbers on two of its neighbourhoods, what came back was a study in contrasts.",[14,4157,4158,4159,3595,4162,4165],{},"Meet ",[17,4160,4161],{},"Windermere",[17,4163,4164],{},"Strathcona",". Both sit inside the Edmonton city limits. Both are desirable places to live. Both show up on \"best of\" lists. On paper, they are both just Edmonton.",[14,4167,4168],{},"But the data tells you they are essentially two different cities sharing the same municipal boundary.",[1582,4170,4172],{"id":4171},"windermere-the-suburban-edmonton","Windermere: the suburban Edmonton",[14,4174,4175],{},"Windermere sits in Edmonton's southwest. It is one of the newer communities, with a median home built in 2014 and more than half the housing stock raised between 2011 and 2015. Large lots, single-detached houses (about 48% of the homes), families with kids. The kind of neighbourhood that looks like it was planned from scratch, because it mostly was.",[14,4177,4178],{},"Here is what the data shows:",[212,4180,4181,4187,4193,4199,4205,4211,4217],{},[215,4182,4183,4186],{},[17,4184,4185],{},"Median assessed value: $427,500",", up 7.5% year over year, roughly keeping pace with the city overall",[215,4188,4189,4192],{},[17,4190,4191],{},"Population: around 10,500",", with an average age of 33 and an average household of nearly three people",[215,4194,4195,4198],{},[17,4196,4197],{},"23.9% children",", well above the citywide share",[215,4200,4201,4204],{},[17,4202,4203],{},"74.6% home ownership",", a community of owners rather than renters",[215,4206,4207,4210],{},[17,4208,4209],{},"Median household income: $54,434",", about 21% above the city average",[215,4212,4213,4216],{},[17,4214,4215],{},"Accessibility score: 25 out of 100"," (a walk score of 27 out of 100), car-dependent: only about 50 amenities sit within a 15-minute walk, including roughly 1 grocery store, 4 restaurants or cafes, and 1 school",[215,4218,4219,4222],{},[17,4220,4221],{},"Safety score: 71 out of 100",", with a crime rate of 19.1 per 1,000 residents, well below the city average",[14,4224,4225],{},"Windermere's story is clear: a young, family-oriented suburb where you probably need two cars, but your kids have a yard to play in and a school they can almost walk to.",[1582,4227,4229],{"id":4228},"strathcona-the-urban-edmonton","Strathcona: the urban Edmonton",[14,4231,4232],{},"Now look at Strathcona, historic, walkable, home to Whyte Avenue and a stone's throw from the University of Alberta. Same city, completely different experience.",[212,4234,4235,4241,4247,4253,4259,4264,4270],{},[215,4236,4237,4240],{},[17,4238,4239],{},"Median assessed value: $224,000",", roughly half of Windermere's, up 3.6% year over year, a slower pace than the city overall",[215,4242,4243,4246],{},[17,4244,4245],{},"Population: around 7,300",", but far denser, about 4,670 people per square kilometre versus Windermere's 2,200",[215,4248,4249,4252],{},[17,4250,4251],{},"Only 8.3% children",", an older and more single population, with an average household of 1.7 people",[215,4254,4255,4258],{},[17,4256,4257],{},"28.5% home ownership",", a renter's neighbourhood where apartments make up nearly three-quarters of the homes",[215,4260,4261],{},[17,4262,4263],{},"Median household income: $41,884",[215,4265,4266,4269],{},[17,4267,4268],{},"Accessibility score: 77 out of 100"," (a perfect walk score of 100 out of 100), with 256 amenities inside a 15-minute walk, including roughly 11 grocery stores, 64 restaurants or cafes, and 4 schools",[215,4271,4272,4275],{},[17,4273,4274],{},"Safety score: 60 out of 100",", with a crime rate of 40.7 per 1,000, higher than Windermere's but falling almost 25% year over year",[14,4277,4278],{},"Strathcona is the opposite picture: denser, more affordable, genuinely walkable, older and more transient, with a built form that dates back decades (a median build year of 1979, and nearly a quarter of its homes built before 1960).",[1582,4280,4282],{"id":4281},"the-trade-off-side-by-side","The trade-off, side by side",[14,4284,4285],{},"Put these two neighbourhoods next to each other in the Compare module and the trade-offs become hard to ignore:",[36,4287,4288,4298],{},[39,4289,4290],{},[42,4291,4292,4294,4296],{},[45,4293,1600],{},[45,4295,4161],{},[45,4297,4164],{},[52,4299,4300,4311,4322,4333,4344,4354,4364,4375,4385,4396,4407,4418,4429,4440],{},[42,4301,4302,4305,4308],{},[57,4303,4304],{},"Overall score",[57,4306,4307],{},"59 / 100",[57,4309,4310],{},"61 / 100",[42,4312,4313,4316,4319],{},[57,4314,4315],{},"Median assessed value",[57,4317,4318],{},"$427,500",[57,4320,4321],{},"$224,000",[42,4323,4324,4327,4330],{},[57,4325,4326],{},"Year-over-year appreciation",[57,4328,4329],{},"7.5%",[57,4331,4332],{},"3.6%",[42,4334,4335,4338,4341],{},[57,4336,4337],{},"Median household income",[57,4339,4340],{},"$54,434",[57,4342,4343],{},"$41,884",[42,4345,4346,4348,4351],{},[57,4347,1886],{},[57,4349,4350],{},"23.9%",[57,4352,4353],{},"8.3%",[42,4355,4356,4358,4361],{},[57,4357,1878],{},[57,4359,4360],{},"74.6%",[57,4362,4363],{},"28.5%",[42,4365,4366,4369,4372],{},[57,4367,4368],{},"Median build year",[57,4370,4371],{},"2014",[57,4373,4374],{},"1979",[42,4376,4377,4379,4382],{},[57,4378,59],{},[57,4380,4381],{},"71 / 100",[57,4383,4384],{},"60 / 100",[42,4386,4387,4390,4393],{},[57,4388,4389],{},"Crime rate (per 1,000)",[57,4391,4392],{},"19.1",[57,4394,4395],{},"40.7",[42,4397,4398,4401,4404],{},[57,4399,4400],{},"Crime trend (year over year)",[57,4402,4403],{},"up 9%",[57,4405,4406],{},"down 25%",[42,4408,4409,4412,4415],{},[57,4410,4411],{},"Accessibility score",[57,4413,4414],{},"25 / 100",[57,4416,4417],{},"77 / 100",[42,4419,4420,4423,4426],{},[57,4421,4422],{},"Walk score",[57,4424,4425],{},"27 / 100",[57,4427,4428],{},"100 / 100",[42,4430,4431,4434,4437],{},[57,4432,4433],{},"Amenities within a 15-minute walk",[57,4435,4436],{},"~50",[57,4438,4439],{},"256",[42,4441,4442,4445,4447],{},[57,4443,4444],{},"Schools within walking distance",[57,4446,694],{},[57,4448,1311],{},[14,4450,4451],{},"Neither neighbourhood is \"better.\" They are genuinely different products for genuinely different lives. A young family buying their forever home will probably love Windermere. A university student, a single professional, or a couple who wants to walk to brunch will probably love Strathcona. Pick the wrong one and you will spend years frustrated by the thing you did not realize you needed.",[14,4453,4454],{},"Scores are doors, not verdicts. PickYourPlace actually rates the two almost dead even overall (59 versus 61), and the side-by-side calls them a tie. The numbers do not crown a winner; they show you which door fits the life you actually want. That is the entire reason PickYourPlace exists, so you do not have to guess.",[28,4456,4458],{"id":4457},"four-lenses-same-depth","Four Lenses, Same Depth",[14,4460,4461],{},"The Windermere and Strathcona reports run the same four lenses we use for every city:",[14,4463,4464,4467],{},[17,4465,4466],{},"Property Value."," Assessed values, year-over-year and longer-term trends, property features, renovation history, and development patterns. For Edmonton, that means assessment data across more than 430,000 properties.",[14,4469,4470,4473],{},[17,4471,4472],{},"Safety."," Crime statistics by category, street lighting coverage, traffic safety, emergency-service proximity, and flood and hazard risk, sourced from the City of Edmonton and the Edmonton Police Service.",[14,4475,4476,4479],{},[17,4477,4478],{},"Accessibility."," What is reachable on foot, by bike, by car, and by transit. Schools, groceries, restaurants, healthcare, recreation, and trails, counted, categorized, and compared against city averages using real routing rather than a single guessed walk score.",[14,4481,4482,4485],{},[17,4483,4484],{},"Census and Demographics."," Who actually lives in each neighbourhood. Population, age, family composition, income, education, cultural diversity, housing types, and commute patterns, straight from Statistics Canada.",[14,4487,4488],{},"The depth is identical to what we offer in Calgary and Vancouver. Edmonton is not a \"lite\" version. It is the real thing.",[28,4490,4492],{"id":4491},"the-platform-so-far","The Platform So Far",[14,4494,4495],{},"With Edmonton, PickYourPlace now covers:",[36,4497,4498,4510],{},[39,4499,4500],{},[42,4501,4502,4504,4506,4508],{},[45,4503],{},[45,4505,1503],{},[45,4507,3576],{},[45,4509,350],{},[52,4511,4512,4527,4543,4559,4573],{},[42,4513,4514,4519,4522,4525],{},[57,4515,4516],{},[17,4517,4518],{},"Province",[57,4520,4521],{},"Alberta",[57,4523,4524],{},"British Columbia",[57,4526,4521],{},[42,4528,4529,4534,4537,4540],{},[57,4530,4531],{},[17,4532,4533],{},"Neighbourhoods",[57,4535,4536],{},"300+",[57,4538,4539],{},"20+",[57,4541,4542],{},"390+",[42,4544,4545,4550,4553,4556],{},[57,4546,4547],{},[17,4548,4549],{},"Properties",[57,4551,4552],{},"490k+",[57,4554,4555],{},"215k+",[57,4557,4558],{},"430k+",[42,4560,4561,4566,4569,4571],{},[57,4562,4563],{},[17,4564,4565],{},"Lenses",[57,4567,4568],{},"All 4",[57,4570,4568],{},[57,4572,4568],{},[42,4574,4575,4580,4583,4585],{},[57,4576,4577],{},[17,4578,4579],{},"Modules",[57,4581,4582],{},"Explore, Analyze, Compare",[57,4584,4582],{},[57,4586,4582],{},[14,4588,4589],{},"That is more than 700 neighbourhoods and over a million properties across three cities and two provinces. Every property analyzed through the same four lenses. Every neighbourhood scored and comparable.",[14,4591,4592],{},"We started with one city and one lens. Now we are at three cities, four lenses, and a platform that scales. Every city we add uses the same pipeline: Statistics Canada census data, municipal open data portals, and OpenStreetMap amenities, processed through the same analytical framework. The methodology is consistent. The data is local. The insights are yours.",[28,4594,4596],{"id":4595},"whats-next","What's Next",[14,4598,4599],{},"Edmonton is not the end of the road. Toronto is on the horizon, Canada's largest market and the deepest pool of home searchers who need this kind of intelligence. More cities will follow.",[14,4601,4602],{},"And if you would rather just ask, you already can. Our Ask advisor answers questions about neighbourhoods and properties in plain language, drawing on the same live data behind every report. Instead of clicking through tabs and filters, you can simply ask: \"How does Strathcona compare to Windermere for a family with young kids?\" or \"Show me the most walkable Edmonton neighbourhoods under $500K.\" It is the fastest way into everything above.",[28,4604,4606],{"id":4605},"try-it-out","Try It Out",[14,4608,4609],{},"Edmonton is live right now. You can:",[212,4611,4612,4621,4630],{},[215,4613,4614],{},[17,4615,4616],{},[199,4617,4620],{"href":4618,"rel":4619},"https://www.pickyourplace.app/analyze/131dd21f-f9dc-4ace-9db4-2e586c218428",[3030],"View the Windermere report",[215,4622,4623],{},[17,4624,4625],{},[199,4626,4629],{"href":4627,"rel":4628},"https://www.pickyourplace.app/analyze/a225bfc6-3ba2-4484-be58-92438c8f95d2",[3030],"View the Strathcona report",[215,4631,4632],{},[17,4633,4634],{},[199,4635,4638],{"href":4636,"rel":4637},"https://www.pickyourplace.app/compare/6a7d9aad-f297-43d9-aadc-0419af416d2d",[3030],"View the side-by-side comparison",[14,4640,4641,4642,4647],{},"Or ",[199,4643,4646],{"href":4644,"rel":4645},"https://www.pickyourplace.app/explore?region=yeg",[3030],"start from scratch"," and explore any Edmonton neighbourhood on the map.",[14,4649,4650],{},"If you are relocating to Alberta, or an Albertan weighing the Calgary-versus-Edmonton decision, or an Edmontonian trying to figure out where to buy next, this is built for you. Real data, real neighbourhoods, real insights.",[14,4652,4653],{},"And as always, I want to hear from you. Every feature on this platform has been shaped by user feedback. If something is missing, if a data point surprises you, or if you find something that does not look right, tell me. That is how this gets better.",[14,4655,4656],{},"The Calgary-versus-Edmonton debate has been going on for decades. I am not here to settle it. But with Edmonton now on the platform, I am here to make sure you have the data to settle it for yourself, and, more importantly, to figure out which neighbourhood in either city actually fits the life you want to live.",[612,4658],{},[14,4660,4661],{},[588,4662,4663,4664,203],{},"Try PickYourPlace in Edmonton at ",[199,4665,4667],{"href":4644,"rel":4666},[3030],"pickyourplace.app/explore?region=yeg",{"title":327,"searchDepth":328,"depth":328,"links":4669},[4670,4671,4672,4677,4678,4679,4680],{"id":4087,"depth":328,"text":4088},{"id":4115,"depth":328,"text":4116},{"id":4151,"depth":328,"text":4152,"children":4673},[4674,4675,4676],{"id":4171,"depth":2181,"text":4172},{"id":4228,"depth":2181,"text":4229},{"id":4281,"depth":2181,"text":4282},{"id":4457,"depth":328,"text":4458},{"id":4491,"depth":328,"text":4492},{"id":4595,"depth":328,"text":4596},{"id":4605,"depth":328,"text":4606},"/images/blog/edmonton/cover.png","2026-04-14","PickYourPlace is now live in Edmonton, our third city. See how two of its neighbourhoods, Windermere and Strathcona, tell completely different stories once you look at the data.",{},"/blog/edmonton",{"title":4061,"description":4683},"blog/edmonton",[4689],"Product","HeJKULAXqAeX0rIh5-yfR85FnSR8-8Q60C8ezRutrdg",{"id":4692,"title":4693,"author":6,"body":4694,"cover":5283,"date":5284,"description":5285,"extension":340,"featured":341,"meta":5286,"navigation":343,"path":2157,"readTime":3666,"seo":5287,"stem":5288,"tags":5289,"__hash__":5290},"blog/blog/is-beltline-calgary-safe.md","Is Beltline Calgary Safe? What 3 Years of Crime Data Shows",{"type":8,"value":4695,"toc":5267},[4696,4703,4706,4709,4712,4716,4719,4777,4780,4784,4791,4798,4818,4821,4824,4827,4831,4834,4840,4846,4852,4859,4863,5009,5012,5016,5019,5022,5025,5028,5039,5045,5049,5052,5055,5058,5062,5065,5071,5076,5085,5091,5095,5098,5107,5111,5114,5116,5144,5147,5151,5193,5201,5205,5212,5247,5249,5253,5256],[11,4697,4698],{},[14,4699,4700,4702],{},[17,4701,19],{}," Calgary Police Service community crime statistics through year-end 2025. Population and demographics from the Statistics Canada 2021 Census. Property values from the City of Calgary 2026 assessment roll. Every neighbourhood figure below is pulled live from the PickYourPlace database. See the Methodology section for sources.",[14,4704,4705],{},"You've found a condo you like in Beltline. The price fits your budget, the walk to work is 12 minutes, and there's a grocery store across the street. Then someone at dinner says: \"Beltline? Isn't that area kind of sketchy?\"",[14,4707,4708],{},"If you're a first-time buyer in Calgary, you've probably heard some version of this. Beltline is one of Calgary's densest neighbourhoods, roughly 25,700 residents packed into about three square kilometres between the CP Rail tracks and 17th Avenue SW. Density means more reported incidents per square kilometre, and that creates a perception problem.",[14,4710,4711],{},"But is Beltline Calgary safe by the numbers? Here's what the Calgary Police Service data actually shows, and where the easy answer gets it wrong.",[28,4713,4715],{"id":4714},"beltline-at-a-glance","Beltline at a Glance",[14,4717,4718],{},"The honest headline is that Beltline pulls in two directions at once. It carries a genuinely high volume of reported crime, and it also offers some of the best walkability, transit, and emergency-service access in the city. A single safety score hides that tension, so here are the four numbers that matter most:",[36,4720,4721,4732],{},[39,4722,4723],{},[42,4724,4725,4727,4729],{},[45,4726,47],{},[45,4728,2661],{},[45,4730,4731],{},"Context",[52,4733,4734,4745,4756,4767],{},[42,4735,4736,4739,4742],{},[57,4737,4738],{},"Composite safety score",[57,4740,4741],{},"31 / 100",[57,4743,4744],{},"Among the lowest in the city (median 48); the crime component ranks 5th percentile, while police, fire, and health access all rank above the 80th",[42,4746,4747,4750,4753],{},[57,4748,4749],{},"Reported crime rate",[57,4751,4752],{},"54.3 per 1,000",[57,4754,4755],{},"About 3.6 times the citywide rate of 15.2 per 1,000",[42,4757,4758,4761,4764],{},[57,4759,4760],{},"Three-year crime trend",[57,4762,4763],{},"Up about 5% (2023 to 2025)",[57,4765,4766],{},"Citywide reported crime fell about 21% over the same window",[42,4768,4769,4771,4774],{},[57,4770,4411],{},[57,4772,4773],{},"90 / 100",[57,4775,4776],{},"Among the city's most accessible communities; transit near the top citywide",[14,4778,4779],{},"Those numbers do not resolve into a tidy verdict, and that's the point. Beltline ranks high on reported crime, near the bottom on noise, and near the top on access and emergency response. The rest of this post unpacks each of those, because the decision lives in the detail, not the headline.",[28,4781,4783],{"id":4782},"how-beltline-compares-to-inner-city-calgary","How Beltline Compares to Inner-City Calgary",[14,4785,4786,4787,4790],{},"Calgary Police Service publishes community-level incident counts every year. PickYourPlace's ",[199,4788,4789],{"href":1568},"Safety lens on the Explore map"," turns those counts, along with street lighting, traffic, noise, and emergency-service proximity, into a 0-to-100 safety score for every Calgary neighbourhood.",[14,4792,4793,4794,4797],{},"Beltline's composite safety score is ",[17,4795,4796],{},"31 out of 100",", among the lowest in the city (the median community scores about 48). That single number blends several percentile-ranked components, and the blend is the interesting part:",[212,4799,4800,4806,4812],{},[215,4801,4802,4805],{},[17,4803,4804],{},"Crime volume: 5th percentile."," On reported incidents alone, Beltline ranks among the highest-crime communities in Calgary. This is the figure most people mean when they call an area \"sketchy,\" and on this measure the reputation has a basis.",[215,4807,4808,4811],{},[17,4809,4810],{},"Street lighting: 22nd. Traffic safety: 14th. Noise: 0th."," Dense, busy, and loud. Beltline records the worst noise score in the city.",[215,4813,4814,4817],{},[17,4815,4816],{},"Police access: 87th. Fire access: 84th. Health access: 80th."," This is the counterweight. When something goes wrong downtown, response infrastructure is close, and that lifts the composite well above the crime component alone.",[14,4819,4820],{},"So the \"basically unsafe\" version of Beltline you might hear at a dinner party fixates on crime volume, where Beltline genuinely ranks near the bottom of the city. The composite score of 31 lands higher than the crime reading because emergency access is strong, but as a citywide rank it still leaves Beltline low for overall safety. What the single number hides is the part that shapes daily life: which crimes, where, and which way they are trending.",[14,4822,4823],{},"There's also a structural pattern worth seeing before you judge Beltline in isolation. Calgary's most walkable neighbourhoods nearly all sit in the lower crime-safety percentiles, and its safest-on-crime neighbourhoods are mostly low-density suburbs. On crime volume alone, suburban Cranston sits in the 11th percentile (very little reported crime) while Beltline sits in the 90th. But Cranston's accessibility score is 16, against Beltline's 90. Weigh in emergency response and the rest of the safety picture, and the safety gap narrows sharply: Cranston scores 60, Beltline 31. That's a different trade-off, not a safer neighbourhood in every sense.",[14,4825,4826],{},"The question, then, isn't whether Beltline has more reported incidents than Tuscany. It does. The question is whether the type, trend, and distribution of those incidents fit your risk tolerance.",[28,4828,4830],{"id":4829},"crime-by-category-whats-actually-being-reported","Crime by Category: What's Actually Being Reported",[14,4832,4833],{},"A neighbourhood with high theft-from-vehicle counts is a different lived experience than one with high assault rates. Beltline recorded 1,365 reported incidents in 2025 across the categories Calgary Police tracks, and two of them account for most of the volume.",[14,4835,4836,4839],{},[17,4837,4838],{},"Property crime makes up about 55% of the total."," Theft from vehicles is the single largest category at 456 incidents (18.2 per 1,000), roughly four times the citywide rate of 4.3. It is also the fastest-growing: theft from vehicle jumped 39% in 2025 and was, on its own, the main reason Beltline's overall count rose that year. If you keep a car in Beltline, this is the risk the data points at most clearly, and it is the one most within your control through where and how you park.",[14,4841,4842,4845],{},[17,4843,4844],{},"Violent incidents make up about 45%."," Assault is the second-largest category at 404 incidents (16.1 per 1,000), about five times the citywide rate of 3.2. That share is the real signal in Beltline's mix: citywide, the split runs closer to 65% property and 35% violent, so Beltline leans more toward violent categories than Calgary as a whole. Street robbery is less frequent at 2.5 per 1,000, but it roughly doubled between 2021 and 2024 before flattening in 2025.",[14,4847,4848,4851],{},[17,4849,4850],{},"Residential break-ins are the reassuring outlier."," Break and enter of a dwelling sits at just the 53rd percentile citywide, essentially the Calgary median, at 1.1 per 1,000 against a citywide 0.9. For an inner-city core, that's unusually ordinary. Most of Beltline's elevated property crime is aimed at vehicles and commercial premises, not occupied homes, which matters if you're buying a unit to live in rather than parking a car on the street.",[14,4853,4854,4855,4858],{},"This is the moment to say plainly: ",[17,4856,4857],{},"scores are doors, not verdicts."," A 5th-percentile crime reading tells you to look closer at which crimes and where, not to walk away.",[1582,4860,4862],{"id":4861},"beltline-vs-inner-city-peers-per-1000-residents-2025","Beltline vs. inner-city peers (per 1,000 residents, 2025)",[36,4864,4865,4881],{},[39,4866,4867],{},[42,4868,4869,4871,4873,4875,4877,4879],{},[45,4870,2554],{},[45,4872,59],{},[45,4874,1773],{},[45,4876,1708],{},[45,4878,1721],{},[45,4880,4315],{},[52,4882,4883,4900,4918,4935,4952,4970,4987],{},[42,4884,4885,4887,4889,4892,4895,4898],{},[57,4886,2661],{},[57,4888,175],{},[57,4890,4891],{},"54.3",[57,4893,4894],{},"18.2",[57,4896,4897],{},"16.1",[57,4899,2670],{},[42,4901,4902,4904,4906,4909,4912,4915],{},[57,4903,3519],{},[57,4905,2583],{},[57,4907,4908],{},"107.6",[57,4910,4911],{},"8.7",[57,4913,4914],{},"69.9",[57,4916,4917],{},"$326,000",[42,4919,4920,4922,4924,4927,4930,4933],{},[57,4921,2783],{},[57,4923,175],{},[57,4925,4926],{},"33.9",[57,4928,4929],{},"13.9",[57,4931,4932],{},"3.5",[57,4934,2792],{},[42,4936,4937,4939,4941,4944,4947,4950],{},[57,4938,2799],{},[57,4940,137],{},[57,4942,4943],{},"28.5",[57,4945,4946],{},"10.1",[57,4948,4949],{},"5.7",[57,4951,2810],{},[42,4953,4954,4957,4959,4962,4965,4968],{},[57,4955,4956],{},"Sunnyside (Kensington)",[57,4958,126],{},[57,4960,4961],{},"20.4",[57,4963,4964],{},"7.6",[57,4966,4967],{},"3.3",[57,4969,2654],{},[42,4971,4972,4974,4976,4979,4982,4985],{},[57,4973,2818],{},[57,4975,2738],{},[57,4977,4978],{},"24.4",[57,4980,4981],{},"6.0",[57,4983,4984],{},"3.0",[57,4986,2828],{},[42,4988,4989,4994,4997,5000,5003,5006],{},[57,4990,4991],{},[17,4992,4993],{},"Calgary (citywide rate)",[57,4995,4996],{},"48 (median)",[57,4998,4999],{},"15.2",[57,5001,5002],{},"4.3",[57,5004,5005],{},"3.2",[57,5007,5008],{},"n/a",[14,5010,5011],{},"Reading across the row is more useful than the composite alone. Beltline and Mission both score 31 on composite safety, yet Mission's assault rate (3.5) is a fraction of Beltline's (16.1); Mission's burden is property crime, not violence. Downtown East Village scores higher than Beltline on the composite while reporting nearly double the overall crime rate and more than four times the assault rate. The composite score smooths over exactly these differences, which is why the category view matters.",[28,5013,5015],{"id":5014},"the-trend-a-five-year-decline-then-a-2025-rebound","The Trend: A Five-Year Decline, Then a 2025 Rebound",[14,5017,5018],{},"The trajectory is the most underweighted fact in any \"is X safe\" conversation, and it's also where the easy narrative about Beltline breaks down.",[14,5020,5021],{},"Beltline's reported crime did fall for several years. The rate dropped from 57.9 per 1,000 in 2021 to a low of 50.9 in 2024, a 12% decline. Then 2025 reversed part of that: incidents rose 6.8% to 54.3 per 1,000, driven almost entirely by the 39% surge in theft from vehicle. Assault actually fell 6.5% that same year.",[14,5023,5024],{},"The more sobering comparison is with the city as a whole. Calgary's reported crime fell faster and more steadily, down about 21% between 2023 and 2025 and essentially flat in 2025. So the claim that Beltline is \"improving faster than Calgary\" does not hold in the recent data. The opposite is closer to true: the citywide decline has outpaced Beltline's, and Beltline gave back some of its earlier gains in 2025.",[14,5026,5027],{},"What the trend supports is narrower and more useful than a clean \"it's getting better\" story:",[212,5029,5030,5033,5036],{},[215,5031,5032],{},"The single largest and fastest-growing risk in Beltline is property crime against vehicles, an insurable and largely behaviour-mitigable risk.",[215,5034,5035],{},"Violent crime, though clearly elevated versus the city, was flat-to-down in 2025.",[215,5037,5038],{},"The city-wide drop over 2022 to 2024 was real, and Beltline shared in it, even if 2025 ticked back up.",[14,5040,5041,5042,203],{},"For Calgary's broader crime context across the same period, see our ",[199,5043,5044],{"href":3163},"Alberta relocation guide",[28,5046,5048],{"id":5047},"where-in-beltline-the-block-level-view","Where in Beltline? The Block-Level View",[14,5050,5051],{},"Beltline isn't uniform. The block above a 17th Avenue bar has a different lived experience than a quiet stretch of 13th Avenue, even though they share one community score. Composite scores describe neighbourhoods; people live on blocks.",[14,5053,5054],{},"The data hints at where the difference concentrates. Beltline's noise score is the worst in the city (0th percentile), and that intensity tracks the 17th Avenue SW entertainment strip and the 11th Avenue corridor, where bars, restaurants, and late-night foot traffic cluster. A unit on a quieter residential block north of 14th Avenue sits in a measurably different micro-environment than one above a 17th Ave pub, even with an identical neighbourhood label.",[14,5056,5057],{},"The practical takeaway: if you're shortlisting Beltline condos, the address matters more than the neighbourhood name. Two units listed under the same community can sit in genuinely different settings, which is exactly what an address-level report is for.",[28,5059,5061],{"id":5060},"the-full-picture-beltline-across-four-lenses","The Full Picture: Beltline Across Four Lenses",[14,5063,5064],{},"Safety data alone doesn't tell you whether Beltline fits a first purchase. PickYourPlace's four lenses, Value, Safety, Accessibility, and Census, exist because neighbourhood fit is multidimensional.",[14,5066,5067,5070],{},[17,5068,5069],{},"Value."," Beltline's median assessed value is $234,000 on the 2026 roll, up about 22% over five years but down 3% in the latest year. That's the most affordable entry point in the inner-city peer set: East Village runs around $326,000, Bridgeland $365,500, Inglewood $388,500, and the Kensington area $375,500 and up. Nearly the entire housing stock is condos, split almost evenly between one-bedroom (50%) and two-bedroom (47%) units, so this is an apartment market, not a detached-home one.",[14,5072,5073,5075],{},[17,5074,4472],{}," Composite score of 31 out of 100, among the lowest in the city, with the breakdown covered above: high reported crime (5th-percentile crime component), offset by strong police, fire, and health access (all above the 80th). Look at the category mix and the trend, not just the headline number.",[14,5077,5078,5080,5081,5084],{},[17,5079,4478],{}," Beltline scores 90 out of 100, with transit access at 98. Within a 15-minute walk of the neighbourhood centre, the data counts roughly 33 grocery and food destinations and 49 health and personal-care locations, plus direct CTrain access along the downtown corridor. ",[199,5082,5083],{"href":2041},"Generate a full accessibility breakdown for any Beltline address"," to see exactly what's within your walking radius.",[14,5086,5087,5090],{},[17,5088,5089],{},"Census."," Median age 34, average household size 1.6, and a median household income of about $49,100. Beltline is one of Calgary's most renter-heavy neighbourhoods, about 74% renter-occupied. For a buyer, high renter density can mean more building turnover, but it also signals strong rental demand if you ever need to lease your unit.",[28,5092,5094],{"id":5093},"see-it-for-a-specific-address","See It for a Specific Address",[14,5096,5097],{},"Neighbourhood data is one layer. Property-level data is another. A unit on 13th Avenue and a unit above a 17th Avenue bar will read very differently in an address-level report, even when their neighbourhood score is identical.",[14,5099,5100,5103,5104,5106],{},[199,5101,5102],{"href":2041},"Generate a neighbourhood report for a specific Beltline address"," and the scores change, the walk radius changes, and the balance of the four lenses changes with it. That's where the decision actually gets made, on a block, not on a label. To weigh two or three specific units against each other, the ",[199,5105,2382],{"href":2381}," puts their lenses side by side.",[28,5108,5110],{"id":5109},"what-this-data-doesnt-capture","What This Data Doesn't Capture",[14,5112,5113],{},"The data shows that Beltline reports more crime than most Calgary neighbourhoods, that property crime against vehicles dominates and is rising, that violent crime is elevated but was flat-to-down in 2025, and that the community offers some of the city's strongest walkability and emergency-service access at its most affordable inner-city price point.",[14,5115,290],{},[212,5117,5118,5123,5128,5133,5138],{},[215,5119,5120,5122],{},[17,5121,297],{}," how safe you feel walking home at 11 PM on a Tuesday.",[215,5124,5125,5127],{},[17,5126,303],{}," a known gap in all crime statistics, especially for low-level theft, harassment, and vandalism.",[215,5129,5130,5132],{},[17,5131,315],{}," annual totals flatten the difference between a 3 PM block and a 2 AM block.",[215,5134,5135,5137],{},[17,5136,309],{}," the data is community-level; lived experience is address-level.",[215,5139,5140,5143],{},[17,5141,5142],{},"Denominator gaps:"," per-1,000 rates use residential population, but Beltline absorbs a large daytime and nightlife population that isn't in the denominator, which can make per-resident rates read higher than any one resident's actual exposure.",[14,5145,5146],{},"Numbers describe. They don't decide. If you prioritize walkability and central access, Beltline's trade-off may work for you, with vehicle theft as the risk to plan around. If a high reported-crime count is a dealbreaker regardless of context, the same data points you toward walkable but lower-crime alternatives: Sunnyside in the Kensington area (safety score 57, 20.4 incidents per 1,000) or Mission (similar walkability to Beltline with a far lower assault rate), both at a modestly higher price.",[28,5148,5150],{"id":5149},"methodology-and-sources","Methodology and Sources",[212,5152,5153,5159,5165,5171,5177,5183],{},[215,5154,5155,5158],{},[17,5156,5157],{},"Crime data:"," Calgary Police Service community-level incident statistics, pulled live from the PickYourPlace database, with 2025 as the most recent complete year and trends drawn from 2021 to 2025.",[215,5160,5161,5164],{},[17,5162,5163],{},"Safety, accessibility, and value scores:"," PickYourPlace 0-to-100 lens scores across all Calgary communities, each blended from percentile-ranked components. The safety composite blends reported crime, traffic, street lighting, noise, and proximity to police, fire, and health services.",[215,5166,5167,5170],{},[17,5168,5169],{},"Population and demographics:"," Statistics Canada, 2021 Census, aggregated to community polygons.",[215,5172,5173,5176],{},[17,5174,5175],{},"Property values:"," City of Calgary 2026 assessment roll, aggregated by community.",[215,5178,5179,5182],{},[17,5180,5181],{},"Citywide rates"," are population-weighted across all Calgary communities for the stated year.",[215,5184,5185,2038,5188,203],{},[17,5186,5187],{},"Crime Severity Index context:",[199,5189,5192],{"href":5190,"rel":5191},"https://www150.statcan.gc.ca/n1/pub/85-002-x/2024001/article/00001-eng.htm",[3030],"Statistics Canada, Juristat",[14,5194,5195,5196,5200],{},"See the ",[199,5197,5199],{"href":5198},"/data","PickYourPlace data catalogue"," for full coverage and update cadence.",[28,5202,5204],{"id":5203},"explore-beltline-yourself","Explore Beltline Yourself",[14,5206,5207,5208,5211],{},"The best way to judge whether Beltline is safe for ",[588,5209,5210],{},"your"," situation is to look at the data directly:",[212,5213,5214,5223,5231,5239],{},[215,5215,5216,5222],{},[17,5217,5218],{},[199,5219,5221],{"href":5220},"/explore?region=yyc","Open the Safety lens on the Explore map"," to toggle crime categories, street lighting, and traffic safety, and compare Beltline against any other Calgary community.",[215,5224,5225,5230],{},[17,5226,5227],{},[199,5228,5229],{"href":2868},"Read the Beltline neighbourhood guide"," for the full lens-by-lens breakdown.",[215,5232,5233,5238],{},[17,5234,5235],{},[199,5236,5237],{"href":2413},"See how we track crime, lighting, and traffic safety"," across Calgary and Vancouver.",[215,5240,5241,5246],{},[17,5242,5243],{},[199,5244,5245],{"href":2166},"Compare the safest neighbourhoods in Calgary"," if a low incident count is your top priority.",[612,5248],{},[1582,5250,5252],{"id":5251},"find-your-neighbourhood-match-in-60-seconds","Find your neighbourhood match in 60 seconds.",[14,5254,5255],{},"Answer six questions and the data suggests a Canadian neighbourhood that fits your priorities and budget. Public, shareable, no signup.",[14,5257,5258,5262,5263,203],{},[199,5259,5261],{"href":5260},"/quiz","Take the Match Quiz"," or ",[199,5264,5266],{"href":5265},"/login","start a free 7-day trial",{"title":327,"searchDepth":328,"depth":328,"links":5268},[5269,5270,5271,5274,5275,5276,5277,5278,5279,5280],{"id":4714,"depth":328,"text":4715},{"id":4782,"depth":328,"text":4783},{"id":4829,"depth":328,"text":4830,"children":5272},[5273],{"id":4861,"depth":2181,"text":4862},{"id":5014,"depth":328,"text":5015},{"id":5047,"depth":328,"text":5048},{"id":5060,"depth":328,"text":5061},{"id":5093,"depth":328,"text":5094},{"id":5109,"depth":328,"text":5110},{"id":5149,"depth":328,"text":5150},{"id":5203,"depth":328,"text":5204,"children":5281},[5282],{"id":5251,"depth":2181,"text":5252},"/images/blog/is-beltline-calgary-safe/cover.png","2026-04-13","Is Beltline Calgary safe for first-time buyers? We pulled the Calgary Police crime data and compared Beltline to its inner-city neighbours, category by category.",{},{"title":4693,"description":5285},"blog/is-beltline-calgary-safe",[349,1503,351],"Tzi5yprfbdPtXgM6Qm3sHcGc1_ecvfyXVKRvWNXtR2U",{"id":5292,"title":5293,"author":6,"body":5294,"cover":5616,"date":5617,"description":5618,"extension":340,"featured":341,"meta":5619,"navigation":343,"path":5620,"readTime":5621,"seo":5622,"stem":5623,"tags":5624,"__hash__":5625},"blog/blog/introducing-compare.md","Introducing Compare: Your Shortlist, Side by Side",{"type":8,"value":5295,"toc":5600},[5296,5299,5302,5305,5309,5312,5315,5318,5322,5325,5328,5342,5346,5349,5375,5378,5384,5388,5391,5394,5438,5442,5445,5448,5452,5455,5487,5490,5496,5500,5503,5514,5518,5521,5527,5531,5534,5537,5541,5544,5559,5562,5566,5569,5572,5581,5583,5586,5589,5591],[14,5297,5298],{},"You have done the hard work. You explored neighbourhoods on the map, generated Analyze reports on your top contenders, and narrowed your search to two or three places that could genuinely work. Then comes the hardest part: choosing between them.",[14,5300,5301],{},"If you are anything like me, this is where it gets messy. You open a browser tab for each report and flip back and forth, trying to hold a dozen numbers in your head at once. Which one had the better schools? Which felt safer? Which actually fits the budget? You make mental notes, you lose them, you start over.",[14,5303,5304],{},"I have been there. So I built Compare to fix it.",[28,5306,5308],{"id":5307},"the-problem-with-comparing-a-shortlist","The Problem With Comparing a Shortlist",[14,5310,5311],{},"When I was searching for my own home, the data was never the issue. Every Analyze report was thorough on its own: property value, safety, climate, access to amenities, and demographics, all in one place. The issue was putting two or three of those reports next to each other and pulling out what actually mattered.",[14,5313,5314],{},"So I did something a little absurd. I copied numbers into a spreadsheet, highlighted the differences by hand, and tried to turn thousands of data points into a decision. The data was all there. The synthesis was not.",[14,5316,5317],{},"What I really wanted was not a verdict. It was a clearer picture: everything laid side by side, the trade-offs that matter for my situation surfaced, and the noise cut away. That is exactly what Compare does.",[28,5319,5321],{"id":5320},"how-compare-works","How Compare Works",[14,5323,5324],{},"Compare reads the Analyze reports you have already generated and turns two or three of them into a single decision-support document. You do not re-enter anything, and you do not pay for new data. The comparison is built entirely from reports you already own.",[14,5326,5327],{},"Two rules keep it honest:",[212,5329,5330,5336],{},[215,5331,5332,5335],{},[17,5333,5334],{},"Same type only."," You compare properties against properties, or neighbourhoods against neighbourhoods, never a mix. Compare detects the type from your first selection and locks it, so every comparison stays apples to apples.",[215,5337,5338,5341],{},[17,5339,5340],{},"Two or three at a time."," A shortlist is short for a reason. Compare is tuned for the moment when you are down to your final contenders, not for browsing a long list.",[1582,5343,5345],{"id":5344},"the-side-by-side-workspace","The Side-by-Side Workspace",[14,5347,5348],{},"The moment you pick two reports, the workspace builds a live preview, before you generate anything:",[212,5350,5351,5357,5363,5369],{},[215,5352,5353,5356],{},[17,5354,5355],{},"Score rings"," for each option, calibrated to your profile.",[215,5358,5359,5362],{},[17,5360,5361],{},"A lens-by-lens breakdown"," you can expand to see the raw metrics underneath each score.",[215,5364,5365,5368],{},[17,5366,5367],{},"Priority pills."," Tap \"Prioritize safety\" or \"Prioritize walkability\" and the scores reweight on the spot. You see how the ranking shifts the moment you lean on what you care about.",[215,5370,5371,5374],{},[17,5372,5373],{},"The key trade-off",", stated in a single line.",[14,5376,5377],{},"This preview is instant, and it does not use up a report. It is your existing data, reorganized. When you are ready for the full analysis, you generate the comparison report.",[14,5379,5380],{},[1074,5381],{"alt":5382,"src":5383},"The Compare workspace with two neighbourhoods side by side: score rings for each, the gap between them, and a short neutral synthesis","/images/blog/introducing-compare/workspace.png",[28,5385,5387],{"id":5386},"a-report-that-helps-you-decide-not-one-that-decides-for-you","A Report That Helps You Decide, Not One That Decides for You",[14,5389,5390],{},"Generating a comparison produces a single-scroll decision-support document. It is not a wall of data. It is built so that by the time you reach the bottom, you understand the strengths, the weaknesses, and the trade-offs across your shortlist. The page starts rendering the moment you open it, and the written analysis streams in section by section.",[14,5392,5393],{},"The report walks through seven sections, top to bottom:",[2022,5395,5396,5402,5408,5414,5420,5426,5432],{},[215,5397,5398,5401],{},[17,5399,5400],{},"Bottom Line."," The headline up front: a score ring for each option, the size of the gap between them (or \"Tied\" when it is close), the priority pills, and a short, neutral synthesis with a one-line summary of each option.",[215,5403,5404,5407],{},[17,5405,5406],{},"Pros and Cons."," Each option's top strengths and main considerations, drawn from its underlying scores, with a quiet marker on whichever option leads a given strength.",[215,5409,5410,5413],{},[17,5411,5412],{},"Data."," The five lenses side by side, with metric tables, comparisons against the city average and (for neighbourhoods) the community, and a subtle star on the rows where one option clearly leads.",[215,5415,5416,5419],{},[17,5417,5418],{},"Trade-offs."," The real tensions, written as \"you gain this, you give up that,\" each tagged by how large the gap is: small, meaningful, or major.",[215,5421,5422,5425],{},[17,5423,5424],{},"Scenarios."," Guidance shaped as \"consider this one if you prioritize that,\" across situations like schools, commute, affordability, quiet, walkability, family friendliness, climate safety, and investment growth. Only the scenarios your data actually supports appear.",[215,5427,5428,5431],{},[17,5429,5430],{},"Risks."," Per-option red flags surfaced by clear thresholds: a noise level above the health guideline, a declining value trajectory, a below-average school catchment, elevated wildfire or radon exposure. Each flag gets a one-sentence explanation. If nothing crosses the line, the report says so.",[215,5433,5434,5437],{},[17,5435,5436],{},"Decision."," A short priority-ordering exercise, a guide to weighing what is left, honest final thoughts, and a \"what would change my mind\" list.",[1582,5439,5441],{"id":5440},"it-never-declares-a-winner","It Never Declares a Winner",[14,5443,5444],{},"This is the part I care about most. Compare is written by a neutral analyst, and it does not crown a winner. On objective dimensions, where one option measurably leads, it adds a subtle star. Everywhere else, the language stays in the form of \"consider this one if you prioritize that,\" because the right answer depends on your priorities, not mine.",[14,5446,5447],{},"Scores are doors, not verdicts. When two options are genuinely close, the report tells you they are close, instead of manufacturing a winner. Sometimes the honest answer really is \"it depends on what matters to you,\" and the report is comfortable saying that.",[28,5449,5451],{"id":5450},"five-lenses-side-by-side","Five Lenses, Side by Side",[14,5453,5454],{},"The Data section lays all five lenses next to each other so you can read the differences directly instead of flipping between reports:",[212,5456,5457,5463,5469,5475,5481],{},[215,5458,5459,5462],{},[17,5460,5461],{},"Property Value:"," assessed value, year-over-year change, and longer-term trajectory.",[215,5464,5465,5468],{},[17,5466,5467],{},"Safety:"," crime rates and trends, traffic incidents, street lighting, and noise.",[215,5470,5471,5474],{},[17,5472,5473],{},"Climate:"," flood, wildfire, and other hazard exposure, including a forward-looking projection.",[215,5476,5477,5480],{},[17,5478,5479],{},"Access:"," what is reachable on foot, by bike, by transit, and by car, plus schools and your saved commute destinations.",[215,5482,5483,5486],{},[17,5484,5485],{},"Census and Demographics:"," household composition, ownership, and the makeup of the community.",[14,5488,5489],{},"Every metric is shown against the city, and for neighbourhood comparisons, against the broader community too, so a number always arrives with the context that makes it mean something.",[14,5491,5492],{},[1074,5493],{"alt":5494,"src":5495},"The Data section: a multi-axis comparison of both neighbourhoods across the five lenses, with side-by-side metric tables and a star on each row where one option leads","/images/blog/introducing-compare/data.png",[28,5497,5499],{"id":5498},"tuned-to-your-profile","Tuned to Your Profile",[14,5501,5502],{},"A comparison is only useful if it weighs what you weigh. When your reports are personalized, Compare calibrates the scores and the analysis to your profile.",[14,5504,5505,5506,5509,5510,5513],{},"A ",[17,5507,5508],{},"Growing Family"," comparison leans on schools, parks, traffic safety, and crime. An ",[17,5511,5512],{},"Investor"," comparison leans on appreciation, development activity, and the economic and demographic signals behind rental demand. Same two properties, different emphasis, because the question \"which is better\" only makes sense once you say \"better for what.\"",[28,5515,5517],{"id":5516},"compare-neighbourhoods-not-just-addresses","Compare Neighbourhoods, Not Just Addresses",[14,5519,5520],{},"Compare is not limited to individual properties. You can put entire neighbourhoods side by side using community-level Analyze reports, and the view adapts automatically. Instead of pin markers on the map, you get boundary overlays tracing each neighbourhood's footprint. Instead of a single assessed value, you see medians, ranges, and total property counts. The same seven-section structure carries over, with the language shifting from \"this property\" to \"this neighbourhood.\"",[14,5522,5523],{},[1074,5524],{"alt":5525,"src":5526},"A community comparison on the satellite map: Bowness and Sunnyside drawn as boundary overlays along the Bow River","/images/blog/introducing-compare/community-map.jpg",[28,5528,5530],{"id":5529},"what-compare-does-not-do","What Compare Does Not Do",[14,5532,5533],{},"Compare works from your existing Analyze reports. If you have not generated a report for a place, it cannot be compared yet. The workspace is helpful about this: when you ask to compare a neighbourhood you have not analyzed, it points you straight to analyzing it first.",[14,5535,5536],{},"Compare also cannot capture the intangibles: how the kitchen feels when you walk in, whether the street is quiet at night, the way afternoon light comes through the windows. Those things matter, and sometimes they matter most. Compare gives you the data foundation. The final decision is still yours.",[28,5538,5540],{"id":5539},"where-compare-fits","Where Compare Fits",[14,5542,5543],{},"Compare is one step in a larger flow:",[14,5545,5546,5549,5550,5552,5553,5555,5556,5558],{},[17,5547,5548],{},"Explore"," to browse the map and discover neighbourhoods. ",[17,5551,763],{}," to generate a deep report on any place that interests you. ",[17,5554,767],{}," to put your final two or three side by side and see the trade-offs clearly. ",[17,5557,1437],{}," to keep the conversation going.",[14,5560,5561],{},"Every comparison has an \"Ask about this comparison\" link that opens the Ask advisor with the full context of what you are weighing. \"What if we only had one car?\" \"How does this change if we plan to stay ten years instead of five?\" It is a conversation with an advisor that already knows your shortlist. Each step builds on the last, and you can drop into Ask from anywhere.",[28,5563,5565],{"id":5564},"getting-compare","Getting Compare",[14,5567,5568],{},"Compare shares the same report allowance as Analyze. Generating a comparison uses one report from your monthly total, and the side-by-side preview in the workspace does not, because it simply reorganizes reports you have already run.",[14,5570,5571],{},"Profile-weighted scores and personalized analysis come with HomeSeeker and Pro Agent, and you can download any comparison as a PDF on those plans. Pro Agents can add their own branding to a comparison and share it with clients, so the report doubles as a client-facing tool. And the 7-day free trial, which needs no credit card, runs at Pro Agent limits (minus branding and client sharing), so you can try the whole flow end to end before deciding anything.",[14,5573,5574,5575,5580],{},"If you have already generated a few Analyze reports, head to the ",[199,5576,5579],{"href":5577,"rel":5578},"https://www.pickyourplace.app/compare",[3030],"Compare module"," and add your contenders. The first side-by-side view appears in seconds.",[28,5582,4596],{"id":4595},[14,5584,5585],{},"Compare closes the loop on the core decision-making workflow: Explore to discover, Analyze to understand, Compare to weigh, Ask to talk it through. The platform now follows the whole arc, from the first map you open to the moment you feel ready to choose.",[14,5587,5588],{},"If you use Compare, I would love to hear how it goes. What helped? What was missing? What would make the comparison more useful for your specific situation? Your feedback has shaped PickYourPlace from the start, and it will keep guiding where this goes next.",[612,5590],{},[14,5592,5593],{},[588,5594,5595,5596,203],{},"Try Compare today at ",[199,5597,5599],{"href":5577,"rel":5598},[3030],"pickyourplace.app/compare",{"title":327,"searchDepth":328,"depth":328,"links":5601},[5602,5603,5606,5609,5610,5611,5612,5613,5614,5615],{"id":5307,"depth":328,"text":5308},{"id":5320,"depth":328,"text":5321,"children":5604},[5605],{"id":5344,"depth":2181,"text":5345},{"id":5386,"depth":328,"text":5387,"children":5607},[5608],{"id":5440,"depth":2181,"text":5441},{"id":5450,"depth":328,"text":5451},{"id":5498,"depth":328,"text":5499},{"id":5516,"depth":328,"text":5517},{"id":5529,"depth":328,"text":5530},{"id":5539,"depth":328,"text":5540},{"id":5564,"depth":328,"text":5565},{"id":4595,"depth":328,"text":4596},"/images/blog/introducing-compare/cover.png","2026-03-12","Compare turns the Analyze reports you already own into one neutral, side-by-side view for weighing two or three properties or neighbourhoods at once.",{},"/blog/introducing-compare","5 min read",{"title":5293,"description":5618},"blog/introducing-compare",[4689],"EXOG-XUjSJW7qSoH4mbyJd4oDnR3ht1QRZqK794_tEU",{"id":5627,"title":5628,"author":6,"body":5629,"cover":5817,"date":5818,"description":5819,"extension":340,"featured":341,"meta":5820,"navigation":343,"path":5821,"readTime":345,"seo":5822,"stem":5823,"tags":5824,"__hash__":5826},"blog/blog/calgary-agent-neighbourhood-briefing.md","Calgary Real Estate Agent Neighbourhood Data Tools for 2026",{"type":8,"value":5630,"toc":5810},[5631,5634,5637,5640,5644,5647,5650,5656,5662,5667,5673,5676,5680,5687,5690,5716,5719,5726,5730,5733,5736,5739,5757,5763,5771,5775,5782,5785,5788,5792,5799,5802],[14,5632,5633],{},"Your client lands in Calgary on Friday. They're flying in from Toronto, they've never set foot in Brentwood, and you have four showings lined up by noon. They'll ask about safety. They'll ask about schools. They'll want to know how the assessed values compare to the city average. You'll have about 90 seconds between the car and the front door to sound like you know the neighbourhood cold.",[14,5635,5636],{},"Most Calgary buyers' agents handle this with a paragraph or two in an email, maybe a few MLS stats, maybe a quick note about the nearest C-Train station. It works, but it doesn't build confidence for a client making a $650,000 decision from 3,400 km away.",[14,5638,5639],{},"A neighbourhood briefing does.",[28,5641,5643],{"id":5642},"what-a-pre-showing-neighbourhood-brief-should-cover","What a Pre-Showing Neighbourhood Brief Should Cover",[14,5645,5646],{},"Out-of-province buyers don't need a sales pitch. They need orientation. A good briefing answers the questions your client is already Googling at 11 p.m. the night before their flight, and packages those answers into something they can skim in five minutes.",[14,5648,5649],{},"Here's what belongs in a briefing for a Calgary showing:",[14,5651,5652,5655],{},[17,5653,5654],{},"Property context."," The assessed value of the target property, how it compares to the community average, and the year-over-year trend. In Brentwood, for example, median assessed values sit around $684,000, above the Calgary-wide median of $585,000. A client from Toronto, where comparable properties run north of $1.2 million, needs that anchor point immediately.",[14,5657,5658,5661],{},[17,5659,5660],{},"Safety data."," Not a vague \"it's a safe area\", actual numbers. Brentwood's crime rate sits at approximately 17.2 incidents per 1,000 residents, above Calgary's city-wide average of 13.0, reflecting its proximity to the university and commercial corridors. Street lighting density, emergency response proximity, and year-over-year crime trends round out the picture. Based on three years of Calgary Police data, Brentwood ranks in roughly the 43rd percentile for safety. That doesn't capture unreported incidents, but it gives your client a clear relative benchmark.",[14,5663,5664,5666],{},[17,5665,4478],{}," How far is the nearest grocery store, school, or park? For Brentwood: 4 grocery stores within a 15-minute walk, Brentwood LRT station under 800 m from most addresses, and 6 parks within 1.5 km. Transit score sits above the 70th percentile city-wide, a number that matters to out-of-province buyers who may not have a second vehicle right away.",[14,5668,5669,5672],{},[17,5670,5671],{},"Census snapshot."," Household composition, median income, and tenure mix help your client understand who lives there. Brentwood's homeownership rate hovers around 55%, with a median household income near $42,000. The age distribution skews toward established families and retirees, useful context for a young couple wondering whether they'll find peers in the community.",[14,5674,5675],{},"Leave out: school rankings (too subjective and change annually), future development speculation, and anything you can't source.",[28,5677,5679],{"id":5678},"what-your-client-sees-in-a-pickyourplace-report","What Your Client Sees in a PickYourPlace Report",[14,5681,5682,5683,5686],{},"The neighbourhood data tools available to Calgary agents have improved significantly in 2026. Instead of assembling a briefing from four different sources (city crime maps, assessment rolls, census tables, Google Maps), you can pull a single report from ",[199,5684,5685],{"href":278},"PickYourPlace's Analyze module"," that covers all four lenses in one document.",[14,5688,5689],{},"Here's what a report includes:",[212,5691,5692,5698,5704,5710],{},[215,5693,5694,5697],{},[17,5695,5696],{},"Value lens",": Assessed value, year-over-year change, comparison to community and city averages",[215,5699,5700,5703],{},[17,5701,5702],{},"Safety lens",": Crime incidents by category, street lighting density, emergency service proximity, percentile ranking",[215,5705,5706,5709],{},[17,5707,5708],{},"Accessibility lens",": Walking, cycling, and transit distances to grocery, schools, parks, healthcare, recreation",[215,5711,5712,5715],{},[17,5713,5714],{},"Census lens",": Population density, age distribution, household income, housing tenure",[14,5717,5718],{},"Each section includes a percentile score, relative to all other Calgary neighbourhoods, so your client can quickly gauge where a community stands. The AI-generated narrative summarizes trade-offs in plain language: \"If you prioritize transit access, Brentwood outperforms Bowness. If lot size matters more, Bowness offers 40% larger parcels on average.\"",[14,5720,5721,5722,203],{},"For a deeper look at how the report tiers work, see ",[199,5723,5725],{"href":5724},"/blog/introducing-analyze","how Analyze turns raw data into structured reports",[28,5727,5729],{"id":5728},"the-shareable-link-pre-showing-prep-in-a-single-url","The Shareable Link: Pre-Showing Prep in a Single URL",[14,5731,5732],{},"Every report generated on PickYourPlace has a public, shareable URL. That's the part that changes the workflow.",[14,5734,5735],{},"Instead of copying data points into an email, you generate a report, copy the link, and drop it into your pre-showing message. Your client reads it on the plane. They arrive with context, not questions that eat into showing time.",[14,5737,5738],{},"The workflow takes about five minutes:",[2022,5740,5741,5748,5751,5754],{},[215,5742,5743,5744,5747],{},"Enter the listing address on ",[199,5745,5746],{"href":1568},"PickYourPlace Explore"," to check the map layers",[215,5749,5750],{},"Generate an In-Depth or Complete report via Analyze",[215,5752,5753],{},"Copy the shareable report URL",[215,5755,5756],{},"Paste it into your client prep email alongside the MLS sheet",[14,5758,5759,5760,5762],{},"For agents comparing multiple properties in the same neighbourhood, the ",[199,5761,5579],{"href":2381}," puts two or three reports side-by-side with a neutral AI-written analysis of the trade-offs. That's especially useful when your client has a shortlist but hasn't visited yet.",[14,5764,5765,5766,5770],{},"If you want reports tailored to a specific buyer profile, say, a family with school-age children versus a downsizing retiree, ",[199,5767,5769],{"href":5768},"/blog/personalized-reports","personalized reports"," weight the analysis toward what that profile cares about most.",[28,5772,5774],{"id":5773},"how-this-workflow-fits-the-calgary-spring-market","How This Workflow Fits the Calgary Spring Market",[14,5776,5777,5778,5781],{},"Calgary's spring 2026 market is seeing strong out-of-province demand. Alberta gained over 6,100 net interprovincial migrants in Q2 2025 alone, and Calgary remains the primary destination. Many of these buyers are working with a local agent remotely before flying in for a concentrated weekend of showings. (",[199,5779,5780],{"href":3163},"Read the full Ontario-to-Alberta relocation picture",".)",[14,5783,5784],{},"For agents serving this segment, the challenge isn't finding listings, it's compressing weeks of neighbourhood research into a few days. A briefing backed by actual data (assessed values, crime percentiles, accessibility scores) does two things: it reduces the number of \"tell me about the area\" conversations that stall a showing, and it builds your credibility as an agent who works with real numbers.",[14,5786,5787],{},"Calgary real estate agent neighbourhood data tools like PickYourPlace are built for exactly this use case. The data comes from open government sources, City of Calgary property assessments, Calgary Police crime reports, Statistics Canada census profiles, and OpenStreetMap points of interest. It's the same data you could assemble manually; the difference is that it's already aggregated, scored, and formatted for a client-facing audience.",[28,5789,5791],{"id":5790},"try-it-before-your-next-showing","Try It Before Your Next Showing",[14,5793,5794,5795,5798],{},"The ",[199,5796,5797],{"href":2408},"Pro Agent plan"," includes 50 reports per month, 1,000 chat messages per month, and full access to Compare, built for agents who generate multiple reports per week. The 7-day free trial requires only an email address, no credit card.",[14,5800,5801],{},"Generate a report for your next listing address. Share the link with your client. See whether it changes the conversation at the door.",[14,5803,5804,5807],{},[199,5805,5806],{"href":1568},"Explore Calgary neighbourhoods on PickYourPlace →",[199,5808,5809],{"href":278},"Generate a neighbourhood report →",{"title":327,"searchDepth":328,"depth":328,"links":5811},[5812,5813,5814,5815,5816],{"id":5642,"depth":328,"text":5643},{"id":5678,"depth":328,"text":5679},{"id":5728,"depth":328,"text":5729},{"id":5773,"depth":328,"text":5774},{"id":5790,"depth":328,"text":5791},"/images/blog/calgary-agent-neighbourhood-briefing/cover.png","2026-03-08","How Calgary buyers' agents use neighbourhood briefings to prep out-of-province clients before showings. A 5-minute workflow using data from PickYourPlace.",{},"/blog/calgary-agent-neighbourhood-briefing",{"title":5628,"description":5819},"blog/calgary-agent-neighbourhood-briefing",[5825,351],"Agent","cPuq0sC6VHlvJoQusTPAkxR5WBgfI2dQpOf1SY_RZNE",{"id":5828,"title":4032,"author":6,"body":5829,"cover":6031,"date":6032,"description":6033,"extension":340,"featured":341,"meta":6034,"navigation":343,"path":2882,"readTime":4053,"seo":6035,"stem":6036,"tags":6037,"__hash__":6038},"blog/blog/moving-vancouver-calgary-neighbourhood-match.md",{"type":8,"value":5830,"toc":6021},[5831,5834,5837,5840,5844,5858,5861,5871,5875,5878,5884,5887,5890,5897,5901,5904,5907,5910,5913,5917,5920,5923,5926,5930,5933,5936,5939,5943,5946,5949,5956,5960,5963,5970,5973,5977,5980,6004,6007,6014],[14,5832,5833],{},"You have done the math on Vancouver housing and it stopped adding up. A west-side neighbourhood like Kitsilano carries a median assessed value of $1,211,450 across all property types, while a walkable inner-city Calgary community like Kensington sits under $500,000. That kind of gap is why BC-to-Alberta migration hit record numbers in 2024 and 2025, with Alberta gaining thousands of net interprovincial migrants per quarter according to Statistics Canada.",[14,5835,5836],{},"But moving from Vancouver to Calgary is not just a financial decision. It is a lifestyle transplant. The neighbourhood you love in Vancouver, its walkability, its coffee shops, its transit, does not disappear just because you cross the Rockies. It maps onto somewhere in Calgary. The question is where.",[14,5838,5839],{},"Here is how four data lenses (property values, safety, accessibility, and census demographics) can match your Vancouver neighbourhood to its closest Calgary equivalent.",[28,5841,5843],{"id":5842},"the-4-lens-framework-how-neighbourhood-matching-works","The 4-Lens Framework: How Neighbourhood Matching Works",[14,5845,5846,5847,3874,5849,5851,5852,5854,5855,5857],{},"PickYourPlace scores every neighbourhood across four dimensions: ",[17,5848,1953],{},[17,5850,349],{}," (crime incidents, emergency services, street lighting), ",[17,5853,629],{}," (walking distance to grocery stores, schools, parks, transit), and ",[17,5856,1984],{}," (population density, household income, age distribution, housing tenure).",[14,5859,5860],{},"When you compare neighbourhoods across cities using these four lenses, patterns emerge. Each lens is scored as a percentile within its own city, so a neighbourhood near the top for walkability in Vancouver lines up with the one near the top in Calgary, even if the streets look different. One caveat worth holding onto: Vancouver is walkable almost everywhere, so a mid-percentile score there still means excellent everyday access in absolute terms.",[14,5862,5863,5864,5866,5867,5870],{},"You can run this comparison yourself on the ",[199,5865,1569],{"href":1568}," for both cities, or ",[199,5868,5869],{"href":278},"generate a full report"," for any address to see exactly how it scores.",[28,5872,5874],{"id":5873},"if-you-love-kitsilano-look-at-kensington","If You Love Kitsilano: Look at Kensington",[14,5876,5877],{},"Kitsilano is Vancouver's benchmark for walkable, lifestyle-oriented living, with about 30 grocery and food options inside a 15-minute walk. On PickYourPlace's Accessibility lens it sits around the 53rd percentile within Vancouver: strong in absolute terms, though transit lags (35th percentile) until the Broadway SkyTrain extension reaches its southern edge at Arbutus. The population has a median age of 40, and renters hold a slight majority at 57%.",[14,5879,5880,5881,5883],{},"Calgary's ",[199,5882,3747],{"href":2887}," lines up closer than you would expect. Spanning the Hillhurst and Sunnyside communities just northwest of downtown along the Bow River, it delivers Calgary's top-tier walkability: Hillhurst sits in the 88th percentile for accessibility and Sunnyside the 91st, with Sunnyside station putting downtown a few minutes away by CTrain. The Kensington Road strip mirrors the 4th Avenue corridor in Kits: independent restaurants, specialty coffee, local retail. In a car-oriented city, you want the top of the range to preserve a car-light life, and Kensington is it.",[14,5885,5886],{},"The difference is cost. Hillhurst's median assessed value is $499,500 and Sunnyside's is $375,500 across all property types, against $1,211,450 in Kitsilano. That gap, well over $700K, changes what is financially reachable.",[14,5888,5889],{},"Demographics rhyme too. Both communities run a median age of 36 to 40 and a renter-leaning tenure mix (Sunnyside 67% renters, Kitsilano 57%). If your Kits lifestyle revolves around walking to brunch and biking along the water, Kensington is the closest data match in Calgary.",[14,5891,5892,5893,203],{},"For a deeper look at Kitsilano's data profile, see our ",[199,5894,5896],{"href":5895},"/learn/vancouver/kitsilano-vancouver-neighbourhood-guide","Kitsilano neighbourhood guide",[28,5898,5900],{"id":5899},"if-youre-from-east-van-or-commercial-drive-look-at-inglewood","If You're from East Van or Commercial Drive: Look at Inglewood",[14,5902,5903],{},"Commercial Drive in East Vancouver, the heart of the Grandview-Woodland community, has a reputation built on independent shops, cultural diversity, and a density that feels alive without feeling downtown. It sits around the 54th percentile for accessibility within Vancouver, with about 30 grocery and food options in a 15-minute walk, and a renter share of roughly two-thirds. Its property crime runs high for the city (around the 81st percentile for crime volume), concentrated on the commercial strip.",[14,5905,5906],{},"Calgary's Inglewood, the city's oldest neighbourhood, is the closest parallel. Situated along the Bow River southeast of downtown, its 9th Avenue SE corridor functions like a smaller Commercial Drive: vintage shops, craft breweries, independent restaurants, and a weekend farmers' market. Its accessibility percentile is lower (32nd, with about four grocery and food options in a 15-minute walk), so it reads as a quieter, lower-rise version of the Drive, and like Grandview-Woodland it carries above-median property crime (74th percentile for volume, though all-crime fell 19% year over year in 2025).",[14,5908,5909],{},"Property values tell the story of the move. Inglewood's median assessed value is $388,500 across all property types, against $1,330,500 in Grandview-Woodland.",[14,5911,5912],{},"The census data shows a recognizable community profile: a median age near 39, a mix of owners and renters (roughly 56 to 44), and household sizes that skew toward singles and couples. If Commercial Drive is your baseline, Inglewood delivers a similar rhythm at a fraction of the cost.",[28,5914,5916],{"id":5915},"if-youre-from-mount-pleasant-the-case-for-bridgeland","If You're from Mount Pleasant: The Case for Bridgeland",[14,5918,5919],{},"Mount Pleasant sits between Main Street and Cambie in Vancouver, and it is one of the city's strongest walk-and-transit neighbourhoods: the 79th percentile for accessibility and the 78th for transit within Vancouver, among the highest of any community we score there. It blends young families with creative professionals, with a median age of 36 and renters at about 60% of households.",[14,5921,5922],{},"Bridgeland, northeast of Calgary's downtown core, is the data match. At the 67th percentile for accessibility within Calgary, it offers strong pedestrian access to cafes along 1st Avenue NE and the Edmonton Trail commercial strip, with the Bridgeland/Memorial CTrain station a few minutes from downtown. Calgary is a more spread-out city than Vancouver, but relative to Calgary, Bridgeland ranks among the denser inner-city communities.",[14,5924,5925],{},"Median assessed values run $365,500 across all property types in Bridgeland, against $788,550 in Mount Pleasant. Bridgeland's demographics show a median age of about 43, with a growing share of young professionals alongside established residents, a pattern that mirrors Mount Pleasant's trajectory from a decade ago.",[28,5927,5929],{"id":5928},"if-you-live-in-the-west-end-look-at-the-beltline","If You Live in the West End: Look at the Beltline",[14,5931,5932],{},"Vancouver's West End is the densest, most walkable, most rental neighbourhood in this comparison. It reaches roughly 51 grocery and food options within a 15-minute walk, the most of any community we score in Vancouver, sits at the 72nd percentile for accessibility, and runs about 81% renters in small households averaging 1.6 people. Its median age is 40.",[14,5934,5935],{},"The Beltline, Calgary's high-density district covering Connaught and Victoria Park just south of downtown, is the closest counterpart, and the data alignment is unusually tight. It is the most walkable neighbourhood in Calgary (90th percentile for accessibility, 98th for transit, about 33 grocery and food options in a 15-minute walk), anchored by the 17th Avenue SW restaurant-and-bar corridor. Like the West End, it is overwhelmingly rental (about 74% renters) in 1.6-person households, though it skews younger at a median age of 34.",[14,5937,5938],{},"The difference is cost. The Beltline's median assessed value is $234,000 across all property types, the lowest of any neighbourhood here, against $834,000 in the West End. Both carry the higher crime volumes that come with dense, downtown-adjacent living, each sitting in the upper range for its own city, so this is a like-for-like trade on that front rather than a clean upgrade. If West End living is your baseline, the Beltline is the closest Calgary offers, at roughly a quarter of the assessed value.",[28,5940,5942],{"id":5941},"if-youre-from-point-grey-or-dunbar-britannia-and-elbow-park","If You're from Point Grey or Dunbar: Britannia and Elbow Park",[14,5944,5945],{},"This is the hardest match. West Point Grey and Dunbar-Southlands represent Vancouver's established west-side character: large lots, mature trees, strong ownership, and quiet, amenity-light streets. Each reaches only 3 to 7 grocery and food options in a 15-minute walk, and both rank near the bottom of Vancouver for accessibility and transit. Median ages run to 44, households are larger (2.4 to 2.8 people), and owners hold the majority (60% in West Point Grey, 72% in Dunbar-Southlands).",[14,5947,5948],{},"Calgary's closest equivalents sit along the Elbow River south of downtown: Britannia and Elbow Park. Both are owner-dominant (77% in Britannia, 92% in Elbow Park), with larger households and older residents (median ages of 50 and 43), and both rank at the very top of Calgary's Value lens (86th and 82nd percentile), the city's established-money addresses. They are car-oriented and amenity-light on foot, much like their Vancouver counterparts.",[14,5950,5951,5952,5955],{},"These are the only pairings where Calgary stays genuinely expensive. West Point Grey and Dunbar-Southlands carry median assessed values around $3.0M to $3.1M; Britannia comes in near $2,400,000 and Elbow Park near $1,820,000. The saving is real but smaller in relative terms, and the trade is specific: you give up ocean and UBC proximity for the Elbow River pathway and the Glenmore Reservoir. If you are in this segment, the match is partial, so we would run ",[199,5953,5954],{"href":278},"a full Analyze report"," on a specific Calgary address before deciding.",[28,5957,5959],{"id":5958},"what-the-data-doesnt-show","What the Data Doesn't Show",[14,5961,5962],{},"These comparisons use quantifiable metrics: property values, crime counts, distance to amenities, demographic breakdowns. They do not capture everything. Calgary's winters are colder and drier than Vancouver's (an average January temperature around -7 °C, against roughly 3 °C in Vancouver, per Environment Canada). Calgary does not have an ocean. Vancouver does not have the Rockies 90 minutes away.",[14,5964,5965,5966,5969],{},"Transit coverage differs structurally: Vancouver's SkyTrain network is more extensive than Calgary's CTrain, and the bus networks serve different urban forms. If you rely on transit daily, verify the specific routes from your target Calgary neighbourhood to your workplace. ",[199,5967,5968],{"href":278},"A neighbourhood report"," includes transit and accessibility scoring that helps with this.",[14,5971,5972],{},"The data also cannot predict how a neighbourhood will feel when you walk through it. Before committing, fly out and spend a weekend in your shortlisted areas. Walk the blocks at different times of day.",[28,5974,5976],{"id":5975},"using-pickyourplace-to-validate-your-calgary-shortlist","Using PickYourPlace to Validate Your Calgary Shortlist",[14,5978,5979],{},"If you are planning a move from Vancouver to Calgary, here is how to pressure-test your shortlist with actual data:",[212,5981,5982,5990,5998],{},[215,5983,5984,5989],{},[17,5985,5986,5987],{},"Start with ",[199,5988,5548],{"href":1568},": Toggle between the Value, Safety, Accessibility, and Census lenses to compare your Vancouver neighbourhood against Calgary candidates side by side",[215,5991,5992,5997],{},[17,5993,5994,5995],{},"Run a report with ",[199,5996,763],{"href":278},": Enter a specific Calgary address to get a percentile-ranked breakdown across all four lenses, with AI-generated analysis of trade-offs",[215,5999,6000,6003],{},[17,6001,6002],{},"Share with your agent",": Every report has a shareable link, so you can send it to your Calgary realtor before your first showing",[14,6005,6006],{},"The numbers will not make the decision for you. But they will tell you which Calgary neighbourhoods actually match the life you are living now, and which ones just look similar on a map.",[14,6008,6009,6010,6013],{},"Already researching the Ontario-to-Alberta corridor? Our ",[199,6011,6012],{"href":3163},"complete guide to moving from Ontario to Calgary"," covers the financial and lifestyle comparison in detail.",[14,6015,6016,6017,6020],{},"Coming from Toronto specifically? Our ",[199,6018,6019],{"href":3598},"Toronto-to-Calgary neighbourhood match"," maps Leslieville, The Annex, and Etobicoke to their closest Calgary equivalents.",{"title":327,"searchDepth":328,"depth":328,"links":6022},[6023,6024,6025,6026,6027,6028,6029,6030],{"id":5842,"depth":328,"text":5843},{"id":5873,"depth":328,"text":5874},{"id":5899,"depth":328,"text":5900},{"id":5915,"depth":328,"text":5916},{"id":5928,"depth":328,"text":5929},{"id":5941,"depth":328,"text":5942},{"id":5958,"depth":328,"text":5959},{"id":5975,"depth":328,"text":5976},"/images/blog/moving-vancouver-calgary-neighbourhood-match/cover.png","2026-02-11","Comparing Vancouver neighbourhoods to Calgary equivalents using property values, safety, walkability, and demographics. Find your Calgary match before you move.",{},{"title":4032,"description":6033},"blog/moving-vancouver-calgary-neighbourhood-match",[4057,351,1503,3576],"NZXFTjORKf98SG3peAl_f3Yrbah0EWHYCpfE1fiCppM",{"id":6040,"title":6041,"author":6,"body":6042,"cover":6893,"date":6894,"description":6895,"extension":340,"featured":341,"meta":6896,"navigation":343,"path":2166,"readTime":2443,"seo":6897,"stem":6898,"tags":6899,"__hash__":6900},"blog/blog/safest-neighbourhoods-calgary-2026.md","Safest Neighbourhoods in Calgary 2026: A Data-Backed Ranking",{"type":8,"value":6043,"toc":6884},[6044,6047,6054,6058,6063,6066,6086,6089,6093,6566,6571,6574,6578,6581,6739,6744,6747,6750,6754,6757,6760,6765,6769,6772,6780,6784,6787,6793,6799,6808,6818,6822,6825,6857,6872,6875],[14,6045,6046],{},"You're about to make a $500,000 decision, and one of your first questions is probably the simplest one: how safe is the neighbourhood? Fair enough. The problem is that most \"safest neighbourhoods in Calgary\" lists are built on reputation, not data. They recycle the same five community names, cite no sources, and were last updated years ago.",[14,6048,6049,6050,6053],{},"Calgary makes a decent case for itself on the aggregate: the city consistently posts a Crime Severity Index below the average for major Canadian metros (",[199,6051,4105],{"href":5190,"rel":6052},[3030],"). The trend is pointing the right way, too. Across Calgary, reported incidents fell from 19.3 per 1,000 residents in 2023 to about 15 per 1,000 in 2024 and 2025. But a city-wide average hides enormous variation, and a community in the top tenth and one in the bottom tenth can sit on opposite sides of a single arterial road. Here is what three years of Calgary Police Service data (2023 to 2025) actually shows, and what it leaves out.",[28,6055,6057],{"id":6056},"how-we-rank-safety","How we rank safety",[14,6059,1565,6060,6062],{},[199,6061,5702],{"href":1568}," does not score crime alone. It blends Calgary Police Service incident data from 2023 to 2025 with traffic-incident history, street-lighting coverage, proximity to police, fire, and health services, and ambient noise. Every community is percentile-ranked against the rest of the city, and the combined result is expressed as a safety score out of 100.",[14,6064,6065],{},"Three things follow from that method, and they matter for reading the table below:",[212,6067,6068,6074,6080],{},[215,6069,6070,6073],{},[17,6071,6072],{},"The score is relative, not absolute."," It tells you how a community compares, not whether it is \"safe\" in some universal sense.",[215,6075,6076,6079],{},[17,6077,6078],{},"It is a composite, so the range is compressed."," Because no community leads on every dimension at once, even Calgary's safest land in the high 60s, and the city-wide median is about 48. A 60 here is genuinely strong, not a passing grade.",[215,6081,6082,6085],{},[17,6083,6084],{},"We rank established residential communities."," Industrial pockets, parks, and half-built developments can post very high scores simply because almost no one lives there to report anything, so we set them aside. Every community below has a real residential population.",[14,6087,6088],{},"Two gaps no crime statistic escapes: unreported incidents, and very recent shifts that have not yet landed in annual data. Keep both in mind.",[28,6090,6092],{"id":6091},"calgarys-25-safest-neighbourhoods-for-2026","Calgary's 25 safest neighbourhoods for 2026",[36,6094,6095,6114],{},[39,6096,6097],{},[42,6098,6099,6102,6104,6107,6109,6111],{},[45,6100,6101],{},"#",[45,6103,3468],{},[45,6105,6106],{},"Sector",[45,6108,59],{},[45,6110,2565],{},[45,6112,6113],{},"Population",[52,6115,6116,6136,6154,6174,6193,6213,6232,6250,6269,6287,6305,6323,6341,6359,6377,6395,6412,6429,6445,6463,6480,6496,6513,6531,6548],{},[42,6117,6118,6121,6124,6127,6130,6133],{},[57,6119,6120],{},"01",[57,6122,6123],{},"Hawkwood",[57,6125,6126],{},"NW",[57,6128,6129],{},"68 / 100",[57,6131,6132],{},"$732,000",[57,6134,6135],{},"9,200",[42,6137,6138,6141,6144,6146,6148,6151],{},[57,6139,6140],{},"02",[57,6142,6143],{},"Silver Springs",[57,6145,6126],{},[57,6147,6129],{},[57,6149,6150],{},"$731,500",[57,6152,6153],{},"9,000",[42,6155,6156,6159,6162,6165,6168,6171],{},[57,6157,6158],{},"03",[57,6160,6161],{},"Taradale",[57,6163,6164],{},"NE",[57,6166,6167],{},"66 / 100",[57,6169,6170],{},"$560,000",[57,6172,6173],{},"14,000",[42,6175,6176,6179,6182,6185,6187,6190],{},[57,6177,6178],{},"04",[57,6180,6181],{},"West Springs",[57,6183,6184],{},"W",[57,6186,6167],{},[57,6188,6189],{},"$681,000",[57,6191,6192],{},"11,600",[42,6194,6195,6198,6201,6204,6207,6210],{},[57,6196,6197],{},"05",[57,6199,6200],{},"Evergreen",[57,6202,6203],{},"S",[57,6205,6206],{},"64 / 100",[57,6208,6209],{},"$648,000",[57,6211,6212],{},"19,200",[42,6214,6215,6218,6221,6224,6226,6229],{},[57,6216,6217],{},"06",[57,6219,6220],{},"Panorama Hills",[57,6222,6223],{},"N",[57,6225,6206],{},[57,6227,6228],{},"$696,750",[57,6230,6231],{},"25,500",[42,6233,6234,6237,6240,6242,6244,6247],{},[57,6235,6236],{},"07",[57,6238,6239],{},"Sundance",[57,6241,6203],{},[57,6243,6206],{},[57,6245,6246],{},"$719,500",[57,6248,6249],{},"8,700",[42,6251,6252,6255,6258,6260,6263,6266],{},[57,6253,6254],{},"08",[57,6256,6257],{},"Coventry Hills",[57,6259,6223],{},[57,6261,6262],{},"63 / 100",[57,6264,6265],{},"$564,500",[57,6267,6268],{},"16,600",[42,6270,6271,6274,6277,6279,6281,6284],{},[57,6272,6273],{},"09",[57,6275,6276],{},"Cougar Ridge",[57,6278,6184],{},[57,6280,6262],{},[57,6282,6283],{},"$786,500",[57,6285,6286],{},"5,800",[42,6288,6289,6291,6294,6296,6299,6302],{},[57,6290,964],{},[57,6292,6293],{},"Oakridge",[57,6295,6203],{},[57,6297,6298],{},"62 / 100",[57,6300,6301],{},"$788,250",[57,6303,6304],{},"5,300",[42,6306,6307,6310,6313,6315,6317,6320],{},[57,6308,6309],{},"11",[57,6311,6312],{},"Braeside",[57,6314,6203],{},[57,6316,6298],{},[57,6318,6319],{},"$581,500",[57,6321,6322],{},"5,700",[42,6324,6325,6328,6331,6334,6336,6339],{},[57,6326,6327],{},"12",[57,6329,6330],{},"Riverbend",[57,6332,6333],{},"SE",[57,6335,6298],{},[57,6337,6338],{},"$628,500",[57,6340,6153],{},[42,6342,6343,6346,6349,6351,6353,6356],{},[57,6344,6345],{},"13",[57,6347,6348],{},"Midnapore",[57,6350,6203],{},[57,6352,6298],{},[57,6354,6355],{},"$595,500",[57,6357,6358],{},"6,000",[42,6360,6361,6364,6367,6369,6371,6374],{},[57,6362,6363],{},"14",[57,6365,6366],{},"Queensland",[57,6368,6203],{},[57,6370,6298],{},[57,6372,6373],{},"$573,750",[57,6375,6376],{},"4,500",[42,6378,6379,6382,6385,6387,6389,6392],{},[57,6380,6381],{},"15",[57,6383,6384],{},"Tuscany",[57,6386,6126],{},[57,6388,4310],{},[57,6390,6391],{},"$703,000",[57,6393,6394],{},"18,700",[42,6396,6397,6399,6402,6404,6406,6409],{},[57,6398,1168],{},[57,6400,6401],{},"Millrise",[57,6403,6203],{},[57,6405,4384],{},[57,6407,6408],{},"$576,750",[57,6410,6411],{},"6,800",[42,6413,6414,6416,6419,6421,6423,6426],{},[57,6415,1315],{},[57,6417,6418],{},"Edgemont",[57,6420,6126],{},[57,6422,4384],{},[57,6424,6425],{},"$839,500",[57,6427,6428],{},"15,400",[42,6430,6431,6433,6436,6438,6440,6443],{},[57,6432,123],{},[57,6434,6435],{},"Harvest Hills",[57,6437,6223],{},[57,6439,4384],{},[57,6441,6442],{},"$567,000",[57,6444,6358],{},[42,6446,6447,6450,6453,6455,6457,6460],{},[57,6448,6449],{},"19",[57,6451,6452],{},"Cranston",[57,6454,6333],{},[57,6456,4384],{},[57,6458,6459],{},"$643,000",[57,6461,6462],{},"20,100",[42,6464,6465,6467,6470,6472,6474,6477],{},[57,6466,1321],{},[57,6468,6469],{},"Deer Ridge",[57,6471,6203],{},[57,6473,4307],{},[57,6475,6476],{},"$553,500",[57,6478,6479],{},"5,400",[42,6481,6482,6484,6486,6488,6490,6493],{},[57,6483,3835],{},[57,6485,3846],{},[57,6487,6184],{},[57,6489,4307],{},[57,6491,6492],{},"$788,000",[57,6494,6495],{},"13,300",[42,6497,6498,6501,6503,6505,6507,6510],{},[57,6499,6500],{},"22",[57,6502,1258],{},[57,6504,6333],{},[57,6506,4307],{},[57,6508,6509],{},"$631,500",[57,6511,6512],{},"13,000",[42,6514,6515,6517,6520,6522,6525,6528],{},[57,6516,933],{},[57,6518,6519],{},"Springbank Hill",[57,6521,6184],{},[57,6523,6524],{},"58 / 100",[57,6526,6527],{},"$826,000",[57,6529,6530],{},"9,900",[42,6532,6533,6535,6538,6540,6542,6545],{},[57,6534,1164],{},[57,6536,6537],{},"Chaparral",[57,6539,6203],{},[57,6541,6524],{},[57,6543,6544],{},"$690,500",[57,6546,6547],{},"12,500",[42,6549,6550,6552,6555,6558,6560,6563],{},[57,6551,3427],{},[57,6553,6554],{},"Mount Pleasant",[57,6556,6557],{},"Centre",[57,6559,6524],{},[57,6561,6562],{},"$792,000",[57,6564,6565],{},"6,900",[14,6567,6568],{},[588,6569,6570],{},"Composite safety score (0 to 100, higher is safer) from PickYourPlace's Safety lens. Crime input: Calgary Police Service, 2023 to 2025. Median values: 2026 City of Calgary assessment roll. Population is approximate. Sectors follow the City of Calgary community classification.",[14,6572,6573],{},"Hawkwood and Silver Springs, two established communities in the northwest, top the list at 68 out of 100, around the 98th percentile city-wide. The wider pattern is consistent: the safest communities cluster in the south, west, and northwest (nine of the top 25 sit in the south sector alone), while the bottom of the table is dominated by inner-city, east, and northeast communities. For contrast, Albert Park/Radisson Heights, Forest Lawn, and Beltline all land in the bottom tenth. The reasons matter more than the ranking, which is why the next two sections look at what kind of crime these numbers actually represent.",[28,6575,6577],{"id":6576},"not-all-crime-is-equal","Not all crime is equal",[14,6579,6580],{},"A low total is reassuring; the composition is what you actually plan around. City-wide in 2025, property crime made up about 65% of all reported incidents and violent crime about 35%. In the safest communities, the split tilts even further toward property, often past 75%:",[36,6582,6583,6601],{},[39,6584,6585],{},[42,6586,6587,6589,6592,6595,6598],{},[45,6588,3468],{},[45,6590,6591],{},"Incidents (2025)",[45,6593,6594],{},"Property",[45,6596,6597],{},"Violent",[45,6599,6600],{},"Property share",[52,6602,6603,6617,6630,6646,6659,6674,6688,6701,6715,6727],{},[42,6604,6605,6607,6610,6612,6614],{},[57,6606,6123],{},[57,6608,6609],{},"34",[57,6611,1164],{},[57,6613,964],{},[57,6615,6616],{},"71%",[42,6618,6619,6621,6623,6625,6627],{},[57,6620,6143],{},[57,6622,3495],{},[57,6624,1873],{},[57,6626,1168],{},[57,6628,6629],{},"75%",[42,6631,6632,6634,6637,6640,6643],{},[57,6633,6161],{},[57,6635,6636],{},"173",[57,6638,6639],{},"120",[57,6641,6642],{},"53",[57,6644,6645],{},"69%",[42,6647,6648,6650,6652,6655,6657],{},[57,6649,6181],{},[57,6651,126],{},[57,6653,6654],{},"43",[57,6656,6363],{},[57,6658,6629],{},[42,6660,6661,6663,6666,6668,6671],{},[57,6662,6200],{},[57,6664,6665],{},"104",[57,6667,1050],{},[57,6669,6670],{},"28",[57,6672,6673],{},"73%",[42,6675,6676,6678,6681,6683,6685],{},[57,6677,6220],{},[57,6679,6680],{},"111",[57,6682,1183],{},[57,6684,175],{},[57,6686,6687],{},"72%",[42,6689,6690,6692,6695,6697,6699],{},[57,6691,6239],{},[57,6693,6694],{},"50",[57,6696,2583],{},[57,6698,6363],{},[57,6700,6687],{},[42,6702,6703,6705,6708,6710,6712],{},[57,6704,6257],{},[57,6706,6707],{},"101",[57,6709,134],{},[57,6711,2821],{},[57,6713,6714],{},"68%",[42,6716,6717,6719,6721,6723,6725],{},[57,6718,6276],{},[57,6720,698],{},[57,6722,6500],{},[57,6724,1311],{},[57,6726,3492],{},[42,6728,6729,6731,6733,6735,6737],{},[57,6730,6293],{},[57,6732,156],{},[57,6734,2601],{},[57,6736,1168],{},[57,6738,3560],{},[14,6740,6741],{},[588,6742,6743],{},"Calgary Police Service, 2025. Property = break and enter plus theft of and from vehicles. Violent = assault, robbery, and other non-domestic violence. Figures are reported incidents for the year.",[14,6745,6746],{},"Two takeaways. First, in Calgary's safest suburbs the crime that does happen is overwhelmingly property crime, and within that, vehicle-related. Theft of a vehicle, theft from a vehicle, and break-ins lead almost every list. In Tuscany's 99 reported incidents in 2025, the top three categories were theft from vehicles (31), theft of vehicles (23), and residential break and enter (13). The practical advice in a safe Calgary community is mundane: lock the car and the garage.",[14,6748,6749],{},"Second, the absolute numbers are small. Hawkwood recorded 34 total incidents across roughly 9,200 residents in 2025, ten of them violent. Even in a community of 18,700 like Tuscany, violent incidents numbered in the low twenties for the whole year. Violent crime, the category most buyers actually worry about, is the minority of an already small total.",[28,6751,6753],{"id":6752},"a-closer-look-at-number-one-hawkwood","A closer look at number one: Hawkwood",[14,6755,6756],{},"Open the full report on the community that tops the list and the trade-offs come into focus. Hawkwood, in the northwest, scores 68 for safety on the back of 34 reported incidents in 2025 (3.7 per 1,000 residents, near the very bottom of the city for crime volume). It is a settled, owner-heavy community: about 92% of homes are owner-occupied, the median age is 47, and the median assessed value is $732,000, up 47.9% over five years.",[14,6758,6759],{},"The catch shows up in the other lenses. Hawkwood scores 43 for accessibility and 55 for transit, with only two grocery options inside a 15-minute walk. Like many of Calgary's safest communities, it asks you to trade walkability for quiet. Tuscany tells the same story from a different angle: a younger, family-oriented community (median age 38, average household size 3.0) with a strong safety score of 61, but an accessibility score of just 27 and a single grocery store within a 15-minute walk. Safety and convenience pull in opposite directions across most of this list, which is exactly why a single ranking is a starting point, not an answer.",[14,6761,6762],{},[199,6763,6764],{"href":278},"Generate a full neighbourhood report for any Calgary community →",[28,6766,6768],{"id":6767},"which-way-the-numbers-are-moving","Which way the numbers are moving",[14,6770,6771],{},"The safety score is a snapshot. For direction, read the crime data underneath it. Most communities followed the city-wide pattern: reported incidents dropped sharply between 2023 and 2024, then held roughly steady into 2025. A few are on a longer, steadier path down. Cranston eased from 6.7 incidents per 1,000 residents in 2023 to 5.4 in 2025; Taradale slipped from 9.7 to 9.1 over the same window.",[14,6773,6774,6775,6779],{},"It does not always track with how new a community is. Cornerstone, one of the northeast's fastest-growing new communities, sits in the bottom tenth of the city for safety, a reminder that recent construction and low crime are not the same thing. The ",[199,6776,6778],{"href":6777},"/blog/2025-data-update","2025 data update"," covers how and when these figures refresh.",[28,6781,6783],{"id":6782},"what-these-numbers-dont-capture","What these numbers don't capture",[14,6785,6786],{},"A percentile rank is a useful starting point, not the whole story. Four limits worth holding onto:",[14,6788,6789,6792],{},[17,6790,6791],{},"Reporting bias."," Reporting rates vary between communities. A high score can partly reflect residents who are less likely to report minor incidents, not only fewer incidents happening.",[14,6794,6795,6798],{},[17,6796,6797],{},"Density effects."," Denser communities record more incidents per square kilometre almost mechanically. Beltline packs about 8,700 residents per square kilometre, more than four times the roughly 2,100 in a low-density community like Aspen Woods. Raw counts mislead without that context.",[14,6800,6801,6804,6805,6807],{},[17,6802,6803],{},"Emerging trends."," Calgary added more than 100,000 residents between 2021 and 2025, and census coverage lags the build-out. New communities are often undercounted, which can distort their per-capita rates and scores until the data catches up. ",[199,6806,3115],{"href":3114},", for one, scores around the city median today, partly a reflection of how recently it filled in.",[14,6809,6810,2038,6813,6817],{},[17,6811,6812],{},"Perception versus data.",[199,6814,6816],{"href":6815},"/blog/census","Census demographics",", income, age, and housing tenure shape how safe a place feels independent of any incident count. Feel and incidence are not the same measurement.",[28,6819,6821],{"id":6820},"how-to-run-your-own-safety-check","How to run your own safety check",[14,6823,6824],{},"If you're shortlisting neighbourhoods for a purchase this year, a practical sequence:",[2022,6826,6827,6836,6845,6851],{},[215,6828,6829,2029,6832,6835],{},[17,6830,6831],{},"Start with the map.",[199,6833,6834],{"href":1568},"Safety lens on Explore"," and zoom into your target communities. Look at incident density, lighting coverage, and emergency-service proximity, not just the headline score.",[215,6837,6838,6841,6842,6844],{},[17,6839,6840],{},"Compare, don't rank."," Put two or three addresses side by side with the ",[199,6843,2382],{"href":2381},". A community at 60 for safety and 80 for accessibility may suit you better than one at 65 for safety and 30 for transit.",[215,6846,6847,6850],{},[17,6848,6849],{},"Check the trend, not just the snapshot."," A community easing down year over year tells a different story than one holding flat. Read the three-year crime trajectory, not a single number.",[215,6852,6853,6856],{},[17,6854,6855],{},"Factor in your commute."," Many of Calgary's safest communities sit in the outer suburbs. A 15-minute walk score in an inner community may beat a 35-minute drive from the edge of the city, depending on your priorities.",[14,6858,6859,6860,6862,6863,2038,6866,5262,6869],{},"Still not sure how a shortlist stacks up for your situation? ",[199,6861,1437],{"href":2986},", PickYourPlace's neighbourhood advisor, answers the harder question a ranking cannot: not \"which community scores highest,\" but \"which one fits me.\" Try ",[588,6864,6865],{},"\"Compare safety in Hawkwood and Tuscany for a family,\"",[588,6867,6868],{},"\"Safest Calgary communities under $700K,\"",[588,6870,6871],{},"\"Is Brentwood safe for someone renting alone?\"",[14,6873,6874],{},"The safest neighbourhoods in Calgary for 2026 aren't a secret; they're in the data. The harder question is which trade-offs matter most to you. Safety is one lens. Property values, school access, transit, and community demographics are the others.",[14,6876,6877,6880,6881],{},[199,6878,6879],{"href":1568},"Explore Calgary's safety data →"," | ",[199,6882,6883],{"href":278},"Generate a neighbourhood safety report →",{"title":327,"searchDepth":328,"depth":328,"links":6885},[6886,6887,6888,6889,6890,6891,6892],{"id":6056,"depth":328,"text":6057},{"id":6091,"depth":328,"text":6092},{"id":6576,"depth":328,"text":6577},{"id":6752,"depth":328,"text":6753},{"id":6767,"depth":328,"text":6768},{"id":6782,"depth":328,"text":6783},{"id":6820,"depth":328,"text":6821},"/images/blog/safest-neighbourhoods-calgary-2026/cover.png","2026-01-07","The safest neighbourhoods in Calgary for 2026, ranked from 3 years of Calgary Police data plus lighting, traffic, and emergency access. See the top 25 and how your community compares.",{},{"title":6041,"description":6895},"blog/safest-neighbourhoods-calgary-2026",[349,1503,351],"LM_vbExc3xNAsyHeWvkqnaVaLMHXu0rTOjaB0voFcag",{"id":6902,"title":4027,"author":6,"body":6903,"cover":8991,"date":8992,"description":8993,"extension":340,"featured":343,"meta":8994,"navigation":343,"path":3163,"readTime":8995,"seo":8996,"stem":8997,"tags":8998,"__hash__":8999},"blog/blog/moving-alberta-ontario-calgary-guide.md",{"type":8,"value":6904,"toc":8951},[6905,6908,6925,6938,6941,6944,6948,6952,6967,6970,7052,7057,7066,7070,7073,7111,7115,7118,7121,7125,7128,7201,7216,7221,7244,7254,7258,7266,7278,7381,7395,7398,7410,7414,7417,7421,7424,7504,7510,7514,7517,7590,7593,7597,7682,7686,7689,7777,7781,7825,7829,7832,7844,7851,7856,7862,7866,7876,7879,7888,7893,7898,7901,7958,7964,7970,7976,7978,7982,7990,7993,8000,8004,8009,8012,8065,8070,8075,8080,8086,8088,8092,8100,8103,8111,8115,8120,8123,8176,8181,8186,8192,8197,8199,8203,8211,8214,8222,8226,8231,8234,8286,8291,8296,8302,8307,8309,8313,8396,8402,8406,8409,8413,8419,8436,8441,8459,8463,8468,8485,8490,8507,8511,8516,8533,8538,8555,8559,8576,8580,8585,8599,8604,8621,8625,8628,8632,8638,8641,8653,8657,8660,8665,8679,8684,8688,8691,8696,8710,8715,8719,8722,8728,8733,8737,8740,8772,8775,8779,8782,8789,8792,8811,8814,8850,8854,8857],[14,6906,6907],{},"Every week, another 400 Ontario families decide enough is enough.",[14,6909,6910,6911,6916,6917,6920,6921,6924],{},"Over ",[199,6912,6915],{"href":6913,"rel":6914},"https://www.cbc.ca/news/canada/calgary/alberta-population-july-1-2025-estimates-interprovincial-migration-continues-1.7642490",[3030],"56,000 Ontarians packed their bags"," and headed west to Alberta between 2023 and 2025, more than double the rate from the previous decade. This isn't a trickle; it's an exodus. And if you're reading this, you're likely considering joining them. The question isn't whether you ",[588,6918,6919],{},"should"," think about it, it's whether you can afford ",[588,6922,6923],{},"not"," to.",[14,6926,6927,6928,6932,6933,6937],{},"The numbers tell a compelling story: Alberta's population ",[199,6929,6931],{"href":6913,"rel":6930},[3030],"officially surpassed 5 million in 2025",", reaching 5,029,346 as of July 1. In the second quarter of 2025 alone, Alberta saw a net gain of 6,187 people from other provinces, with the momentum holding steady at 5,652 in Q3, according to ",[199,6934,4105],{"href":6935,"rel":6936},"https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1710000801",[3030],". Meanwhile, Ontario has recorded the largest net outflow of residents for 15 consecutive quarters, nearly four years of people voting with their feet.",[14,6939,6940],{},"What's driving this mass migration? The math is simple: housing affordability that feels like a time machine to 2015 Toronto prices, a job market hungry for skilled professionals, no provincial sales tax, and a quality of life that trades subway delays for mountain views. For many Ontarians, the question has shifted from \"Should we move?\" to \"Calgary or Edmonton, and which neighbourhood?\"",[14,6942,6943],{},"This guide is designed to answer that question, and every other one you'll have along the way. Whether you're a mid-career professional watching your rent exceed your RRSP contributions, a growing family priced out of anything within 90 minutes of downtown Toronto, or an established professional seeking a better work-life balance, we'll walk you through everything you need to know about making 2026 the year you make your move.",[28,6945,6947],{"id":6946},"why-ontario-to-alberta-migration-is-growing","Why Ontario to Alberta Migration is Growing",[1582,6949,6951],{"id":6950},"the-housing-math-thats-changing-lives","The Housing Math That's Changing Lives",[14,6953,6954,6955,6960,6961,6966],{},"Let's start with the elephant in the room: housing costs. The average detached home in Toronto now hovers around $1.3 million, according to the ",[199,6956,6959],{"href":6957,"rel":6958},"https://trreb.ca/market-data/market-watch/",[3030],"Toronto Regional Real Estate Board (TRREB)",". In Calgary? You're looking at $650,000 for comparable square footage, as reported by the ",[199,6962,6965],{"href":6963,"rel":6964},"https://www.creb.com/Housing_Statistics/",[3030],"Calgary Real Estate Board (CREB)",". That's not a typo, it's a $650,000 difference that could fund your retirement, your children's education, or simply let you sleep at night without financial anxiety.",[14,6968,6969],{},"But the savings go deeper than purchase price:",[36,6971,6972,6986],{},[39,6973,6974],{},[42,6975,6976,6979,6981,6983],{},[45,6977,6978],{},"Cost Factor",[45,6980,3565],{},[45,6982,1503],{},[45,6984,6985],{},"Annual Savings",[52,6987,6988,7002,7016,7030],{},[42,6989,6990,6993,6996,6999],{},[57,6991,6992],{},"Average Mortgage (20% down)",[57,6994,6995],{},"$5,200/month",[57,6997,6998],{},"$2,600/month",[57,7000,7001],{},"$31,200",[42,7003,7004,7007,7010,7013],{},[57,7005,7006],{},"Property Tax",[57,7008,7009],{},"$8,000/year",[57,7011,7012],{},"$4,500/year",[57,7014,7015],{},"$3,500",[42,7017,7018,7021,7024,7027],{},[57,7019,7020],{},"Home Insurance",[57,7022,7023],{},"$2,400/year",[57,7025,7026],{},"$1,800/year",[57,7028,7029],{},"$600",[42,7031,7032,7037,7042,7047],{},[57,7033,7034],{},[17,7035,7036],{},"Total Annual Housing",[57,7038,7039],{},[17,7040,7041],{},"$72,800",[57,7043,7044],{},[17,7045,7046],{},"$37,500",[57,7048,7049],{},[17,7050,7051],{},"$35,300",[14,7053,7054],{},[588,7055,7056],{},"Calculations based on 20% down payment, 4.5% interest rate, and current property tax rates.",[14,7058,7059,7060,7065],{},"For renters, the picture is equally stark. A one-bedroom apartment in downtown Toronto averages $2,500/month, according to ",[199,7061,7064],{"href":7062,"rel":7063},"https://rentals.ca/national-rent-report",[3030],"Rentals.ca's National Rent Report",". In Calgary's Beltline, an equally vibrant urban neighbourhood, you're paying $1,600. That's $10,800 in annual savings before you even consider buying.",[1582,7067,7069],{"id":7068},"job-market-reality-check","Job Market Reality Check",[14,7071,7072],{},"Alberta's economy has diversified significantly since the oil crash of 2015. While energy remains important, the province has become a magnet for:",[212,7074,7075,7087,7093,7099],{},[215,7076,7077,7080,7081,7086],{},[17,7078,7079],{},"Technology",": Calgary's tech sector has seen explosive growth since 2020, with over 3,000 tech companies now operating in the city, according to ",[199,7082,7085],{"href":7083,"rel":7084},"https://calgaryeconomicdevelopment.com/industries/sectors/technology/",[3030],"Calgary Economic Development",". Homegrown successes like Benevity, SensorUp, and Neo Financial are joined by expanding offices from Amazon, Microsoft, and Infosys. Edmonton has emerged as an AI research hub, home to the Alberta Machine Intelligence Institute and one of the world's top AI research groups at the University of Alberta.",[215,7088,7089,7092],{},[17,7090,7091],{},"Professional Services",": Law firms, accounting practices, and consulting companies are expanding their Alberta presence to serve the growing population. Many offer salaries competitive with Toronto while the cost of living is dramatically lower.",[215,7094,7095,7098],{},[17,7096,7097],{},"Healthcare",": Alberta Health Services is the largest employer in the province, and the healthcare system is actively recruiting professionals from other provinces.",[215,7100,7101,7104,7105,7110],{},[17,7102,7103],{},"Construction & Trades",": Alberta led the country in housing starts in 2024 and 2025, according to ",[199,7106,7109],{"href":7107,"rel":7108},"https://www.cmhc-schl.gc.ca/professionals/housing-markets-data-and-research/housing-data",[3030],"CMHC data",", with tens of thousands of new homes under construction annually to meet migration-driven demand. Skilled tradespeople are in high demand, with wages 15-20% higher than Ontario equivalents.",[1582,7112,7114],{"id":7113},"the-tax-advantage","The Tax Advantage",[14,7116,7117],{},"Alberta remains the only province without a provincial sales tax, saving you 8% on most purchases. Combined with lower income tax rates for middle-income earners, a household earning $150,000 can expect to save approximately $3,000-5,000 annually in taxes alone.",[14,7119,7120],{},"Here's a quick example: A family earning $150,000 combined income in Ontario pays approximately $29,000 in provincial income tax. In Alberta, that same family pays roughly $25,500, a direct savings of $3,500. Add in the 8% PST savings on annual purchases of $30,000-40,000, and you're looking at another $2,400-3,200 in your pocket.",[1582,7122,7124],{"id":7123},"safety-how-do-the-cities-compare","Safety: How Do the Cities Compare?",[14,7126,7127],{},"Safety is a legitimate concern for families considering the move. Here's an honest look at the 2024 data from Statistics Canada's Crime Severity Index tables:",[36,7129,7130,7143],{},[39,7131,7132],{},[42,7133,7134,7136,7138,7140],{},[45,7135,1600],{},[45,7137,3565],{},[45,7139,1503],{},[45,7141,7142],{},"Notes",[52,7144,7145,7159,7173,7187],{},[42,7146,7147,7150,7153,7156],{},[57,7148,7149],{},"Crime Severity Index (2024)",[57,7151,7152],{},"68.65",[57,7154,7155],{},"63.27",[57,7157,7158],{},"Calgary lower than Toronto",[42,7160,7161,7164,7167,7170],{},[57,7162,7163],{},"Violent Crime Severity Index (2024)",[57,7165,7166],{},"99.82",[57,7168,7169],{},"78.53",[57,7171,7172],{},"Calgary significantly lower",[42,7174,7175,7178,7181,7184],{},[57,7176,7177],{},"Non-Violent CSI (2024)",[57,7179,7180],{},"56.77",[57,7182,7183],{},"57.70",[57,7185,7186],{},"Nearly identical",[42,7188,7189,7192,7195,7198],{},[57,7190,7191],{},"Year-over-Year CSI Trend",[57,7193,7194],{},"-1.3%",[57,7196,7197],{},"-14.9%",[57,7199,7200],{},"Calgary improving 10x faster",[14,7202,7203],{},[588,7204,7205,7206,3595,7211],{},"Sources: Statistics Canada Crime Severity Index Tables, ",[199,7207,7210],{"href":7208,"rel":7209},"https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3510018801",[3030],"Ontario (Table 35-10-0188-01)",[199,7212,7215],{"href":7213,"rel":7214},"https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3510019001",[3030],"Alberta (Table 35-10-0190-01)",[14,7217,7218],{},[17,7219,7220],{},"What the 2024 data shows:",[212,7222,7223,7229,7235],{},[215,7224,7225,7228],{},[17,7226,7227],{},"Calgary has a lower overall crime severity."," Calgary's CSI (63.27) is 8% lower than Toronto's (68.65). Both cities are seeing improvements, with Calgary's 14.9% year-over-year decrease among the largest of major Canadian cities.",[215,7230,7231,7234],{},[17,7232,7233],{},"Violent crime is significantly lower in Calgary."," Toronto's violent crime severity index (99.82) is 27% higher than Calgary's (78.53).",[215,7236,7237,7240,7241,203],{},[17,7238,7239],{},"Neighbourhood variation matters."," The suburban and established inner-city neighbourhoods where most Ontario transplants settle have even lower crime rates than the city average. For a neighbourhood-level breakdown, see our ",[199,7242,7243],{"href":2157},"analysis of Beltline's safety data over 3 years",[14,7245,7246,7249,7250,7253],{},[17,7247,7248],{},"Bottom line",": Don't let headline crime statistics scare you off, but do your homework on specific neighbourhoods. ",[199,7251,7252],{"href":2041},"Our Analyze tool"," tracks 20 years of crime history across 8+ categories (break-ins, vehicle theft, assault, robbery, and more) for any Calgary address, just enter an address or pick a spot on the map.",[28,7255,7257],{"id":7256},"calgary-vs-edmonton-which-alberta-city","Calgary vs Edmonton: Which Alberta City?",[14,7259,7260,7261,203],{},"Both cities have distinct personalities, and ",[199,7262,7265],{"href":7263,"rel":7264},"https://madeinca.ca/calgary-vs-edmonton/",[3030],"choosing the right one depends on your priorities",[212,7267,7268,7273],{},[215,7269,7270,7272],{},[17,7271,1503],{}," (pop. 1.6M metro) is where most Ontario migrants land. It's the corporate hub with energy headquarters, a growing tech sector, and mountain access within an hour. The Beltline, East Village, and Inglewood offer walkable, transit-connected living familiar to Torontonians.",[215,7274,7275,7277],{},[17,7276,350],{}," (pop. 1.5M metro) offers 15-20% lower housing costs. As the provincial capital, it provides stable government employment, the University of Alberta, and Canada's largest urban park system. It's nicknamed \"Festival City\" for its thriving arts scene.",[36,7279,7280,7291],{},[39,7281,7282],{},[42,7283,7284,7287,7289],{},[45,7285,7286],{},"Factor",[45,7288,1503],{},[45,7290,350],{},[52,7292,7293,7304,7315,7326,7337,7348,7359,7370],{},[42,7294,7295,7298,7301],{},[57,7296,7297],{},"Average Home Price",[57,7299,7300],{},"~$582,000",[57,7302,7303],{},"~$440,000",[42,7305,7306,7309,7312],{},[57,7307,7308],{},"Monthly Cost (family of 3)",[57,7310,7311],{},"$4,672",[57,7313,7314],{},"$4,373",[42,7316,7317,7320,7323],{},[57,7318,7319],{},"Crime Index",[57,7321,7322],{},"38.7 (lower)",[57,7324,7325],{},"51.8 (higher)",[42,7327,7328,7331,7334],{},[57,7329,7330],{},"Average January High",[57,7332,7333],{},"-1°C",[57,7335,7336],{},"-6°C",[42,7338,7339,7342,7345],{},[57,7340,7341],{},"Average January Low",[57,7343,7344],{},"-11°C",[57,7346,7347],{},"-13°C",[42,7349,7350,7353,7356],{},[57,7351,7352],{},"Chinook Winds",[57,7354,7355],{},"Yes (winter warm spells)",[57,7357,7358],{},"Rare",[42,7360,7361,7364,7367],{},[57,7362,7363],{},"Annual Snowfall",[57,7365,7366],{},"~36 cm",[57,7368,7369],{},"~43 cm",[42,7371,7372,7375,7378],{},[57,7373,7374],{},"Vibe",[57,7376,7377],{},"Cosmopolitan, business-focused",[57,7379,7380],{},"Relaxed, community-oriented",[14,7382,7383],{},[588,7384,7385,7386,1442,7390],{},"Sources: ",[199,7387,7389],{"href":7263,"rel":7388},[3030],"Made in CA",[199,7391,7394],{"href":7392,"rel":7393},"https://weatherspark.com/compare/y/2428~2349/Comparison-of-the-Average-Weather-in-Edmonton-and-Calgary",[3030],"WeatherSpark",[14,7396,7397],{},"Choose:",[212,7399,7400,7405],{},[215,7401,7402,7404],{},[17,7403,1503],{}," if you want corporate careers, mountain access, milder winters (thanks to chinooks), and a bigger-city feel.",[215,7406,7407,7409],{},[17,7408,350],{}," if you prioritize affordability, government/healthcare jobs, arts and festivals, or university proximity.",[28,7411,7413],{"id":7412},"financial-requirements-to-move","Financial Requirements to Move",[14,7415,7416],{},"Moving across the country requires careful financial planning. Here's a realistic breakdown of what you'll need.",[1582,7418,7420],{"id":7419},"down-payment-by-price-range","Down Payment by Price Range",[14,7422,7423],{},"Alberta follows the same federal down payment rules as Ontario:",[36,7425,7426,7439],{},[39,7427,7428],{},[42,7429,7430,7433,7436],{},[45,7431,7432],{},"Home Price",[45,7434,7435],{},"Minimum Down Payment",[45,7437,7438],{},"Amount Required",[52,7440,7441,7452,7462,7473,7483,7493],{},[42,7442,7443,7446,7449],{},[57,7444,7445],{},"$400,000",[57,7447,7448],{},"5% on first $500K",[57,7450,7451],{},"$20,000",[42,7453,7454,7457,7459],{},[57,7455,7456],{},"$500,000",[57,7458,7448],{},[57,7460,7461],{},"$25,000",[42,7463,7464,7467,7470],{},[57,7465,7466],{},"$600,000",[57,7468,7469],{},"5% + 10% over $500K",[57,7471,7472],{},"$35,000",[42,7474,7475,7478,7480],{},[57,7476,7477],{},"$700,000",[57,7479,7469],{},[57,7481,7482],{},"$45,000",[42,7484,7485,7488,7490],{},[57,7486,7487],{},"$800,000",[57,7489,7469],{},[57,7491,7492],{},"$55,000",[42,7494,7495,7498,7501],{},[57,7496,7497],{},"$1,000,000+",[57,7499,7500],{},"20% minimum",[57,7502,7503],{},"$200,000+",[14,7505,7506,7509],{},[17,7507,7508],{},"Pro tip",": If you're selling an Ontario property, your equity likely covers a substantial down payment in Alberta. A $900,000 Toronto condo with $300,000 in equity could translate to a 50% down payment on a $600,000 Calgary home.",[1582,7511,7513],{"id":7512},"income-requirements","Income Requirements",[14,7515,7516],{},"Lenders typically use a 39% Gross Debt Service (GDS) ratio. Here's what you'll need to qualify:",[36,7518,7519,7534],{},[39,7520,7521],{},[42,7522,7523,7525,7528,7531],{},[45,7524,7432],{},[45,7526,7527],{},"Down Payment",[45,7529,7530],{},"Mortgage",[45,7532,7533],{},"Required Household Income",[52,7535,7536,7549,7563,7577],{},[42,7537,7538,7541,7544,7546],{},[57,7539,7540],{},"$450,000",[57,7542,7543],{},"$22,500 (5%)",[57,7545,4318],{},[57,7547,7548],{},"~$95,000",[42,7550,7551,7554,7557,7560],{},[57,7552,7553],{},"$550,000",[57,7555,7556],{},"$30,000 (5%+)",[57,7558,7559],{},"$520,000",[57,7561,7562],{},"~$115,000",[42,7564,7565,7568,7571,7574],{},[57,7566,7567],{},"$650,000",[57,7569,7570],{},"$40,000 (5%+)",[57,7572,7573],{},"$610,000",[57,7575,7576],{},"~$135,000",[42,7578,7579,7582,7585,7587],{},[57,7580,7581],{},"$750,000",[57,7583,7584],{},"$50,000 (5%+)",[57,7586,7477],{},[57,7588,7589],{},"~$155,000",[14,7591,7592],{},"These estimates assume current interest rates around 4.5% and include property taxes and heating costs.",[1582,7594,7596],{"id":7595},"moving-costs-breakdown","Moving Costs Breakdown",[36,7598,7599,7611],{},[39,7600,7601],{},[42,7602,7603,7606,7609],{},[45,7604,7605],{},"Expense",[45,7607,7608],{},"Cost Range",[45,7610,7142],{},[52,7612,7613,7624,7635,7646,7657,7668],{},[42,7614,7615,7618,7621],{},[57,7616,7617],{},"Professional movers (full service)",[57,7619,7620],{},"$8,000-15,000",[57,7622,7623],{},"Toronto to Calgary, 3-bedroom",[42,7625,7626,7629,7632],{},[57,7627,7628],{},"Portable container (PODS, BigSteelBox)",[57,7630,7631],{},"$4,000-7,000",[57,7633,7634],{},"More affordable, you pack",[42,7636,7637,7640,7643],{},[57,7638,7639],{},"Driving (two vehicles)",[57,7641,7642],{},"$1,500-2,500",[57,7644,7645],{},"Gas, hotels, meals",[42,7647,7648,7651,7654],{},[57,7649,7650],{},"Temporary accommodation",[57,7652,7653],{},"$2,000-4,000",[57,7655,7656],{},"2-4 weeks while house hunting",[42,7658,7659,7662,7665],{},[57,7660,7661],{},"Utility deposits",[57,7663,7664],{},"$300-500",[57,7666,7667],{},"ENMAX, ATCO",[42,7669,7670,7675,7680],{},[57,7671,7672],{},[17,7673,7674],{},"Total Moving Budget",[57,7676,7677],{},[17,7678,7679],{},"$15,000-25,000",[57,7681],{},[1582,7683,7685],{"id":7684},"first-3-months-budget","First 3 Months Budget",[14,7687,7688],{},"Beyond the move itself, budget for these transitional costs:",[36,7690,7691,7703],{},[39,7692,7693],{},[42,7694,7695,7697,7700],{},[45,7696,1692],{},[45,7698,7699],{},"Monthly Cost",[45,7701,7702],{},"3-Month Total",[52,7704,7705,7716,7727,7738,7749,7760],{},[42,7706,7707,7710,7713],{},[57,7708,7709],{},"Rent (if not buying immediately)",[57,7711,7712],{},"$1,800-2,500",[57,7714,7715],{},"$5,400-7,500",[42,7717,7718,7721,7724],{},[57,7719,7720],{},"Groceries",[57,7722,7723],{},"$800-1,200",[57,7725,7726],{},"$2,400-3,600",[42,7728,7729,7732,7735],{},[57,7730,7731],{},"Transportation",[57,7733,7734],{},"$400-600",[57,7736,7737],{},"$1,200-1,800",[42,7739,7740,7743,7746],{},[57,7741,7742],{},"Utilities",[57,7744,7745],{},"$200-350",[57,7747,7748],{},"$600-1,050",[42,7750,7751,7754,7757],{},[57,7752,7753],{},"Miscellaneous",[57,7755,7756],{},"$500-800",[57,7758,7759],{},"$1,500-2,400",[42,7761,7762,7767,7772],{},[57,7763,7764],{},[17,7765,7766],{},"Total",[57,7768,7769],{},[17,7770,7771],{},"$3,700-5,450",[57,7773,7774],{},[17,7775,7776],{},"$11,100-16,350",[1582,7778,7780],{"id":7779},"hidden-costs-most-people-miss","Hidden Costs Most People Miss",[212,7782,7783,7789,7795,7801,7807,7813,7819],{},[215,7784,7785,7788],{},[17,7786,7787],{},"Vehicle Registration",": Alberta requires you to register your vehicle within 90 days. Budget $100-200 for registration plus potential safety inspection costs.",[215,7790,7791,7794],{},[17,7792,7793],{},"Driver's License",": You have 90 days to exchange your Ontario license. The process is straightforward but costs approximately $30.",[215,7796,7797,7800],{},[17,7798,7799],{},"Health Card",": Alberta Health Care Insurance Plan (AHCIP) coverage begins on the first day of the third month after you establish residency. Consider travel insurance to cover the gap.",[215,7802,7803,7806],{},[17,7804,7805],{},"Winter Gear",": If you're coming from southern Ontario, you may need to upgrade your winter wardrobe. Budget $500-1,000 for proper cold-weather clothing.",[215,7808,7809,7812],{},[17,7810,7811],{},"Block Heater Installation",": If your vehicle doesn't have one, budget $150-300 for installation. Essential for -30°C mornings.",[215,7814,7815,7818],{},[17,7816,7817],{},"Furnace/HVAC Inspection",": Alberta homes rely heavily on natural gas heating. Budget $150-200 for an inspection if buying an older home.",[215,7820,7821,7824],{},[17,7822,7823],{},"Utility Provider Selection",": Unlike Ontario's regulated market, Alberta has deregulated electricity and natural gas. You'll choose between providers like ENMAX, Direct Energy, and others, rates and contract terms vary significantly. Spending an hour comparing options can save $300-500 annually.",[28,7826,7828],{"id":7827},"calgary-neighbourhoods-for-ontario-expats","Calgary Neighbourhoods for Ontario Expats",[14,7830,7831],{},"One of the biggest challenges for newcomers is understanding Calgary's neighbourhood landscape. Unlike Toronto, where you might spend years learning the difference between The Beaches and the Beach, or debating whether Bloorcourt is a real neighbourhood, Calgary's communities are more clearly defined and easier to navigate.",[14,7833,7834,7838,7839,7843],{},[17,7835,5986,7836],{},[199,7837,5548],{"href":5220}," to browse Calgary neighbourhoods on an interactive map and filter by safety, walkability, property values, and demographics to discover areas that match your priorities. Once you find promising neighbourhoods, use ",[17,7840,7841],{},[199,7842,763],{"href":2041}," to dig deeper on specific properties.",[14,7845,7846,7847,7850],{},"Here's where Ontarians typically find their fit, with real property examples from our analysis platform. Each report includes 20 years of property values, crime trends across 8 categories, walkability scores with 180+ amenity types, census demographics, and personalized insights based on your household profile. (Moving from BC instead? See our ",[199,7848,7849],{"href":2882},"Vancouver-to-Calgary neighbourhood matching guide"," for data-mapped equivalents of Kitsilano, East Van, and Mount Pleasant.)",[14,7852,7853],{},[588,7854,7855],{},"Note: Property values shown below are City of Calgary assessed values, not listing prices. Assessed values typically run 5-15% below market prices.",[14,7857,7858],{},[1074,7859],{"alt":7860,"src":7861},"Calgary crime map on Explore","/images/blog/moving-alberta-ontario-calgary-guide/explore.png",[1582,7863,7865],{"id":7864},"for-downtown-toronto-professionals-beltline","For Downtown Toronto Professionals: Beltline",[14,7867,7868,7871,7872,7875],{},[17,7869,7870],{},"If you love:"," King West, Liberty Village, or the Entertainment District\n",[17,7873,7874],{},"You'll feel at home in:"," Beltline",[14,7877,7878],{},"The Beltline is Calgary's answer to King West, walkable, transit-connected, and packed with restaurants, bars, and boutiques. It offers the most \"Toronto-like\" experience in Calgary. The key difference? A 650-square-foot condo that costs $750,000 in Liberty Village runs about $350,000 here.",[14,7880,7881],{},[17,7882,7883,7884],{},"Beltline by the data: ",[199,7885,7887],{"href":7886},"/calgary/beltline","explore the full community profile →",[1074,7889],{"src":7890,"alt":7891,"style":7892},"/images/blog/moving-alberta-ontario-calgary-guide/beltline.png","Beltline community showing walkability, safety, and lifestyle scores","width: 75%; margin: 0; display: block;",[14,7894,7895],{},[588,7896,7897],{},"A PickYourPlace Analyze report for a Beltline property (illustrative layout).",[14,7899,7900],{},"Here's how Beltline scores on current PickYourPlace data:",[36,7902,7903,7911],{},[39,7904,7905],{},[42,7906,7907,7909],{},[45,7908,1600],{},[45,7910,1953],{},[52,7912,7913,7921,7929,7936,7944,7950],{},[42,7914,7915,7918],{},[57,7916,7917],{},"Accessibility (percentile)",[57,7919,7920],{},"90th",[42,7922,7923,7926],{},[57,7924,7925],{},"Transit (percentile)",[57,7927,7928],{},"98th",[42,7930,7931,7934],{},[57,7932,7933],{},"Groceries & food (15-min walk)",[57,7935,2686],{},[42,7937,7938,7941],{},[57,7939,7940],{},"Safety (percentile)",[57,7942,7943],{},"31st",[42,7945,7946,7948],{},[57,7947,4315],{},[57,7949,2670],{},[42,7951,7952,7955],{},[57,7953,7954],{},"5-year value growth",[57,7956,7957],{},"+21.8%",[14,7959,7960,7963],{},[17,7961,7962],{},"The Verdict:"," With 33 grocery and food options within a 15-minute walk and accessibility in the 90th percentile citywide (transit in the 98th), Beltline replicates a Toronto urban lifestyle at a fraction of the cost. The trade-off is safety: as Calgary's densest community, it sits in the 31st percentile, with property crime concentrated in the commercial core.",[14,7965,7966,7969],{},[17,7967,7968],{},"Demographics:"," Median age 34, average household size 1.6, and a renter-dominated tenure mix (74% renters). The community skews young professional.",[14,7971,7972,7975],{},[17,7973,7974],{},"Best for:"," High-earning first-time buyers who want to skip the starter-home phase and dive into urban living.",[612,7977],{},[1582,7979,7981],{"id":7980},"for-creative-professionals-inglewood","For Creative Professionals: Inglewood",[14,7983,7984,7986,7987,7989],{},[17,7985,7870],{}," Leslieville, Queen East, or Roncesvalles\n",[17,7988,7874],{}," Inglewood",[14,7991,7992],{},"Calgary's oldest neighbourhood has evolved into its most eclectic. Independent shops, craft breweries, and heritage buildings attract creatives and professionals seeking character. If you're the type who hunts for vintage furniture on Queen East and brunches at local spots rather than chains, Inglewood is your Calgary match.",[14,7994,7995],{},[17,7996,7997,7998],{},"Inglewood by the data: ",[199,7999,7887],{"href":3728},[1074,8001],{"src":8002,"alt":8003,"style":7892},"/images/blog/moving-alberta-ontario-calgary-guide/inglewood.png","Inglewood community showing walkability, safety, and lifestyle scores",[14,8005,8006],{},[588,8007,8008],{},"A PickYourPlace Analyze report for an Inglewood property (illustrative layout).",[14,8010,8011],{},"Here's how Inglewood scores on current PickYourPlace data:",[36,8013,8014,8022],{},[39,8015,8016],{},[42,8017,8018,8020],{},[45,8019,1600],{},[45,8021,1953],{},[52,8023,8024,8031,8038,8044,8050,8057],{},[42,8025,8026,8028],{},[57,8027,7917],{},[57,8029,8030],{},"32nd",[42,8032,8033,8035],{},[57,8034,7940],{},[57,8036,8037],{},"39th",[42,8039,8040,8042],{},[57,8041,7933],{},[57,8043,1311],{},[42,8045,8046,8048],{},[57,8047,4315],{},[57,8049,2828],{},[42,8051,8052,8054],{},[57,8053,7954],{},[57,8055,8056],{},"+31.9%",[42,8058,8059,8062],{},[57,8060,8061],{},"Year-over-year crime",[57,8063,8064],{},"down 19% (2025)",[14,8066,8067,8069],{},[17,8068,7962],{}," Inglewood pairs solid property-value performance (64th percentile, median assessed value up 31.9% over five years) with a community-scale commercial strip and falling crime, down 19% year over year in 2025. The honest caveat is accessibility: at the 32nd percentile citywide, the walkability concentrates on the 9th Avenue SE strip rather than spreading across the community, so most households keep a car.",[14,8071,8072,8074],{},[17,8073,7968],{}," Median age 39, an even owner-renter split (56/44), and household sizes that skew toward singles and couples.",[14,8076,8077,8079],{},[17,8078,7974],{}," Buyers who want heritage character and an independent main street, and who do not need top-tier citywide walkability.",[14,8081,8082,8085],{},[17,8083,8084],{},"The trade-off:"," Inglewood's median assessed value is $388,500 across all property types, with detached homes well above that. Even so, comparable Leslieville character homes in Toronto cost multiples more.",[612,8087],{},[1582,8089,8091],{"id":8090},"for-gta-suburban-families-tuscany","For GTA Suburban Families: Tuscany",[14,8093,8094,8096,8097,8099],{},[17,8095,7870],{}," Oakville's Glen Abbey, Mississauga's Meadowvale, or Milton\n",[17,8098,7874],{}," Tuscany",[14,8101,8102],{},"Popular with families from Mississauga and Brampton, Tuscany offers the suburban lifestyle Ontarians know: newer construction, excellent schools, cul-de-sacs, and quick access to the mountains via the Trans-Canada Highway. The main difference? You're getting Glen Abbey-quality living at Brampton prices, with Banff 90 minutes away instead of cottage country.",[14,8104,8105],{},[17,8106,8107,8108],{},"Tuscany by the data: ",[199,8109,7887],{"href":8110},"/calgary/tuscany",[1074,8112],{"src":8113,"alt":8114,"style":7892},"/images/blog/moving-alberta-ontario-calgary-guide/tuscany.png","Tuscany community showing walkability, safety, and lifestyle scores",[14,8116,8117],{},[588,8118,8119],{},"A PickYourPlace Analyze report for a Tuscany property (illustrative layout).",[14,8121,8122],{},"Here's how Tuscany scores on current PickYourPlace data:",[36,8124,8125,8133],{},[39,8126,8127],{},[42,8128,8129,8131],{},[45,8130,1600],{},[45,8132,1953],{},[52,8134,8135,8142,8149,8155,8161,8168],{},[42,8136,8137,8139],{},[57,8138,7940],{},[57,8140,8141],{},"61st",[42,8143,8144,8146],{},[57,8145,7917],{},[57,8147,8148],{},"27th",[42,8150,8151,8153],{},[57,8152,7933],{},[57,8154,694],{},[42,8156,8157,8159],{},[57,8158,4315],{},[57,8160,6391],{},[42,8162,8163,8165],{},[57,8164,7954],{},[57,8166,8167],{},"+37.9%",[42,8169,8170,8173],{},[57,8171,8172],{},"Crime volume (percentile)",[57,8174,8175],{},"8th (one of the city's lowest)",[14,8177,8178,8180],{},[17,8179,7962],{}," Tuscany is one of Calgary's lowest-crime communities, in the 8th percentile for crime volume citywide and the 61st for safety overall, and values have grown 37.9% over five years. The trade-off is accessibility: at the 27th percentile, with one grocery option inside a 15-minute walk, daily errands assume a car.",[14,8182,8183,8185],{},[17,8184,7968],{}," Median age 38, average household size 3.0, and an owner-dominated tenure mix (89% owners). An established, family-oriented community.",[14,8187,8188,8191],{},[17,8189,8190],{},"The suburban reality:"," You will need a car for most errands. The payoff is space, schools, and quick mountain access, with Banff 90 minutes away.",[14,8193,8194,8196],{},[17,8195,7974],{}," Families wanting space, good schools, and mountain access. Think Oakville lifestyle at Brampton prices.",[612,8198],{},[1582,8200,8202],{"id":8201},"for-ottawa-transplants-sunnyside","For Ottawa Transplants: Sunnyside",[14,8204,8205,8207,8208,8210],{},[17,8206,7870],{}," The Glebe, Westboro, or Hintonburg\n",[17,8209,7874],{}," Sunnyside",[14,8212,8213],{},"Just across the river from downtown, Sunnyside offers the perfect balance of urban convenience and neighbourhood charm. If you're coming from Ottawa's Glebe or Westboro, where character homes, independent shops, and riverside paths define the lifestyle, Sunnyside delivers the same vibe without the federal government commute politics.",[14,8215,8216],{},[17,8217,8218,8219],{},"Sunnyside by the data: ",[199,8220,7887],{"href":8221},"/calgary/sunnyside",[1074,8223],{"src":8224,"alt":8225,"style":7892},"/images/blog/moving-alberta-ontario-calgary-guide/sunnyside.png","Sunnyside community showing walkability, safety, and lifestyle scores",[14,8227,8228],{},[588,8229,8230],{},"A PickYourPlace Analyze report for a Sunnyside property (illustrative layout).",[14,8232,8233],{},"Here's how Sunnyside scores on current PickYourPlace data:",[36,8235,8236,8244],{},[39,8237,8238],{},[42,8239,8240,8242],{},[45,8241,1600],{},[45,8243,1953],{},[52,8245,8246,8253,8260,8266,8273,8279],{},[42,8247,8248,8250],{},[57,8249,7917],{},[57,8251,8252],{},"91st",[42,8254,8255,8257],{},[57,8256,7925],{},[57,8258,8259],{},"97th",[42,8261,8262,8264],{},[57,8263,7933],{},[57,8265,6363],{},[42,8267,8268,8270],{},[57,8269,7940],{},[57,8271,8272],{},"57th",[42,8274,8275,8277],{},[57,8276,4315],{},[57,8278,2654],{},[42,8280,8281,8283],{},[57,8282,7954],{},[57,8284,8285],{},"+22.4%",[14,8287,8288,8290],{},[17,8289,7962],{}," Sunnyside is one of Calgary's most walkable, transit-rich communities (91st percentile for accessibility, 97th for transit), with the Sunnyside CTrain station putting downtown a few minutes away. All-crime fell 26% year over year in 2025. It offers urban independence within a short walk of the river pathway.",[14,8292,8293,8295],{},[17,8294,7968],{}," Median age 36, average household size 1.8, and a renter-leaning tenure mix (67% renters). A walkable, transit-oriented community.",[14,8297,8298,8301],{},[17,8299,8300],{},"The character trade-off:"," Sunnyside's housing stock leans older, so budget for systems updates on character homes. Its five-year value growth of 22.4% shows steady retention.",[14,8303,8304,8306],{},[17,8305,7974],{}," Families with teens who value urban independence, short commutes, and proximity to diverse opportunities.",[612,8308],{},[1582,8310,8312],{"id":8311},"neighbourhood-comparison-real-data","Neighbourhood Comparison: Real Data",[36,8314,8315,8334],{},[39,8316,8317],{},[42,8318,8319,8321,8324,8326,8328,8331],{},[45,8320,3468],{},[45,8322,8323],{},"Median Assessed Value",[45,8325,629],{},[45,8327,349],{},[45,8329,8330],{},"5-Year Growth",[45,8332,8333],{},"Best For",[52,8335,8336,8351,8366,8381],{},[42,8337,8338,8340,8342,8344,8346,8348],{},[57,8339,2661],{},[57,8341,2670],{},[57,8343,7920],{},[57,8345,7943],{},[57,8347,7957],{},[57,8349,8350],{},"Young professionals",[42,8352,8353,8355,8357,8359,8361,8363],{},[57,8354,2818],{},[57,8356,2828],{},[57,8358,8030],{},[57,8360,8037],{},[57,8362,8056],{},[57,8364,8365],{},"Creative professionals",[42,8367,8368,8370,8372,8374,8376,8378],{},[57,8369,6384],{},[57,8371,6391],{},[57,8373,8148],{},[57,8375,8141],{},[57,8377,8167],{},[57,8379,8380],{},"Suburban families",[42,8382,8383,8385,8387,8389,8391,8393],{},[57,8384,2644],{},[57,8386,2654],{},[57,8388,8252],{},[57,8390,8272],{},[57,8392,8285],{},[57,8394,8395],{},"Urban families",[14,8397,8398,8401],{},[17,8399,8400],{},"Key insight:"," Accessibility and Safety are percentiles within Calgary; higher is stronger. The walkable inner-city communities (Beltline, Sunnyside) trade lower safety percentiles for top-tier accessibility, while suburban Tuscany inverts that, pairing low walkability with one of the city's lowest crime rates.",[28,8403,8405],{"id":8404},"step-by-step-relocation-timeline","Step-by-Step Relocation Timeline",[14,8407,8408],{},"Moving across the country requires careful planning. Here's a realistic timeline to ensure a smooth transition.",[1582,8410,8412],{"id":8411},"_6-months-before-research-property-screening","6 Months Before: Research & Property Screening",[14,8414,8415,8418],{},[17,8416,8417],{},"Month 6-5",":",[212,8420,8421,8424,8427,8430,8433],{},[215,8422,8423],{},"Define your priorities (commute, schools, lifestyle)",[215,8425,8426],{},"Research Calgary neighbourhoods using data-driven tools",[215,8428,8429],{},"Understand your budget and get mortgage pre-approval",[215,8431,8432],{},"Join Calgary/Edmonton Facebook groups and Reddit communities",[215,8434,8435],{},"Start monitoring the job market in your field",[14,8437,8438,8418],{},[17,8439,8440],{},"Month 4",[212,8442,8443,8446,8449,8456],{},[215,8444,8445],{},"Narrow down to 3-5 target neighbourhoods",[215,8447,8448],{},"Screen properties remotely using detailed reports",[215,8450,8451,8452,8455],{},"Connect with a Calgary-based realtor (many offer virtual tours), ask them for a ",[199,8453,8454],{"href":5821},"neighbourhood briefing backed by data"," for each area on your shortlist",[215,8457,8458],{},"If employed, explore transfer opportunities or begin job applications",[1582,8460,8462],{"id":8461},"_3-months-before-job-search-property-viewings","3 Months Before: Job Search & Property Viewings",[14,8464,8465,8418],{},[17,8466,8467],{},"Month 3",[212,8469,8470,8473,8476,8479,8482],{},[215,8471,8472],{},"Plan a reconnaissance trip (3-5 days minimum)",[215,8474,8475],{},"Schedule property viewings for pre-screened homes",[215,8477,8478],{},"Meet with mortgage broker in person",[215,8480,8481],{},"Drive neighbourhoods at different times of day",[215,8483,8484],{},"Visit potential schools if applicable",[14,8486,8487,8418],{},[17,8488,8489],{},"Month 2",[212,8491,8492,8495,8498,8501,8504],{},[215,8493,8494],{},"Make purchase offer or secure rental",[215,8496,8497],{},"Finalize employment (transfer or new position)",[215,8499,8500],{},"Give notice to current landlord (if renting)",[215,8502,8503],{},"Begin decluttering and organizing for move",[215,8505,8506],{},"Get quotes from moving companies",[1582,8508,8510],{"id":8509},"_1-month-before-final-logistics","1 Month Before: Final Logistics",[14,8512,8513,8418],{},[17,8514,8515],{},"Weeks 4-3",[212,8517,8518,8521,8524,8527,8530],{},[215,8519,8520],{},"Book moving company or container",[215,8522,8523],{},"Arrange temporary accommodation if needed",[215,8525,8526],{},"Notify Ontario utilities of disconnection date",[215,8528,8529],{},"Forward mail through Canada Post",[215,8531,8532],{},"Gather important documents (birth certificates, medical records)",[14,8534,8535,8418],{},[17,8536,8537],{},"Weeks 2-1",[212,8539,8540,8543,8546,8549,8552],{},[215,8541,8542],{},"Final packing",[215,8544,8545],{},"Confirm all bookings",[215,8547,8548],{},"Say goodbyes",[215,8550,8551],{},"Cancel/transfer subscriptions and memberships",[215,8553,8554],{},"Take photos of valuable items for insurance",[1582,8556,8558],{"id":8557},"moving-week-checklist","Moving Week Checklist",[212,8560,8561,8564,8567,8570,8573],{},[215,8562,8563],{},"Final walkthrough of old home",[215,8565,8566],{},"Supervise loading (if using movers)",[215,8568,8569],{},"Keep essentials accessible (medications, documents, chargers)",[215,8571,8572],{},"Begin the drive or flight",[215,8574,8575],{},"Arrive and check into temporary accommodation",[1582,8577,8579],{"id":8578},"first-month-priorities","First Month Priorities",[14,8581,8582,8418],{},[17,8583,8584],{},"Week 1",[212,8586,8587,8590,8593,8596],{},[215,8588,8589],{},"Set up utilities (ENMAX for electricity, ATCO/Direct Energy for gas)",[215,8591,8592],{},"Register for Alberta Health Care (apply immediately, coverage starts month 3)",[215,8594,8595],{},"Open local bank account (if changing banks)",[215,8597,8598],{},"Get familiar with your neighbourhood",[14,8600,8601,8418],{},[17,8602,8603],{},"Weeks 2-4",[212,8605,8606,8609,8612,8615,8618],{},[215,8607,8608],{},"Register vehicle in Alberta (within 90 days)",[215,8610,8611],{},"Exchange driver's license (within 90 days)",[215,8613,8614],{},"Register children for school",[215,8616,8617],{},"Find a family doctor (Alberta Find a Doctor service)",[215,8619,8620],{},"Explore your new city!",[28,8622,8624],{"id":8623},"common-mistakes-to-avoid","Common Mistakes to Avoid",[14,8626,8627],{},"From what we've seen helping users research Calgary properties, certain patterns trip people up repeatedly. Some mistakes cost money. Others cost time. A few cost both, plus a lot of stress. Here's how to avoid them.",[1582,8629,8631],{"id":8630},"mistake-1-flying-out-for-viewings-without-screening-first","Mistake #1: Flying Out for Viewings Without Screening First",[14,8633,8634,8637],{},[17,8635,8636],{},"The cost",": $1,500-2,500 for flights, hotels, and rental car, often wasted.",[14,8639,8640],{},"We've heard countless stories of people flying to Calgary for a weekend of viewings, only to discover the neighbourhoods they'd chosen online were completely wrong for their needs. One family from Markham spent $2,000 on a viewing trip, only to realize the \"affordable\" community they'd targeted had a 45-minute commute and no nearby schools.",[14,8642,8643,8646,8647,8649,8650,8652],{},[17,8644,8645],{},"The solution",": Start with ",[199,8648,5548],{"href":5220}," to discover neighbourhoods that match your priorities, then use ",[199,8651,763],{"href":2041}," to dig deeper on specific properties, get 20 years of property value trends, crime statistics across 8 categories, walkability scores with 180+ amenity types, and census demographics. Then fly out to confirm your top 2-3 choices.",[1582,8654,8656],{"id":8655},"mistake-2-underestimating-climate-adjustment","Mistake #2: Underestimating Climate Adjustment",[14,8658,8659],{},"Alberta winters are colder than most of Ontario. While Torontonians are familiar with winter, -30°C is a different experience than -10°C.",[14,8661,8662,8418],{},[17,8663,8664],{},"What catches people off guard",[212,8666,8667,8670,8673,8676],{},[215,8668,8669],{},"Block heaters are essential, not optional",[215,8671,8672],{},"Winter tires are mandatory (and enforced)",[215,8674,8675],{},"Car batteries die more frequently",[215,8677,8678],{},"Exposed skin can get frostbite in minutes at extreme temperatures",[14,8680,8681,8683],{},[17,8682,8645],{},": Budget for winter gear upgrades, ensure your vehicle is winter-ready, and mentally prepare for January-February. The trade-off? Significantly more sunshine than Ontario, even in winter.",[1582,8685,8687],{"id":8686},"mistake-3-choosing-the-wrong-neighbourhood","Mistake #3: Choosing the Wrong Neighbourhood",[14,8689,8690],{},"Calgary's neighbourhoods vary dramatically in character, commute times, and amenities. A neighbourhood that looks perfect on a map might be completely wrong for your lifestyle.",[14,8692,8693,8418],{},[17,8694,8695],{},"Common mismatches",[212,8697,8698,8701,8704,8707],{},[215,8699,8700],{},"Urban professionals ending up in car-dependent suburbs",[215,8702,8703],{},"Families settling in areas with limited school options",[215,8705,8706],{},"Retirees in neighbourhoods lacking walkable amenities",[215,8708,8709],{},"Outdoor enthusiasts far from mountain access",[14,8711,8712,8714],{},[17,8713,8645],{},": Define your non-negotiables before searching. Use data, not just photos, to evaluate neighbourhoods. Look for objective metrics on walkability, transit access, safety, and amenities.",[1582,8716,8718],{"id":8717},"mistake-4-assuming-toronto-commutes-calgary-commutes","Mistake #4: Assuming Toronto Commutes = Calgary Commutes",[14,8720,8721],{},"Good news: Calgary traffic is significantly better than Toronto. A 15-kilometre commute that takes 45 minutes in the GTA might take 20 minutes in Calgary.",[14,8723,8724,8727],{},[17,8725,8726],{},"But don't overcorrect",": Some newcomers choose far-flung suburbs assuming they'll tolerate the commute, not realizing that Calgary's urban neighbourhoods are both affordable and convenient.",[14,8729,8730,8732],{},[17,8731,8645],{},": Actually test commute times during your reconnaissance trip. Drive the route during rush hour. You might discover that living closer to downtown is more affordable than you assumed, and dramatically improves your quality of life.",[28,8734,8736],{"id":8735},"what-youll-miss-lets-be-honest","What You'll Miss (Let's Be Honest)",[14,8738,8739],{},"No relocation guide is complete without acknowledging the trade-offs. Here's what Ontario transplants commonly mention:",[212,8741,8742,8748,8754,8760,8766],{},[215,8743,8744,8747],{},[17,8745,8746],{},"Family and friends."," A 4-hour flight replaces a 4-hour drive to see parents or siblings. Holiday logistics get more complicated and expensive.",[215,8749,8750,8753],{},[17,8751,8752],{},"Food diversity."," Calgary's food scene has improved dramatically, but it's not Toronto. You'll find excellent options, but fewer of them, and specific cuisines (dim sum depth, regional Indian, Ethiopian variety) won't match what you're used to.",[215,8755,8756,8759],{},[17,8757,8758],{},"Transit infrastructure."," Calgary's CTrain works well along its corridors, but this is a car city. If you currently live car-free in Toronto, that lifestyle is only replicable in a handful of Calgary neighbourhoods.",[215,8761,8762,8765],{},[17,8763,8764],{},"The lake culture."," Alberta has stunning mountains and lakes, but the cottage-weekend culture of Muskoka or Kawarthas doesn't translate directly. You'll trade lake houses for camping and ski trips.",[215,8767,8768,8771],{},[17,8769,8770],{},"Diversity of daily life."," Calgary is becoming more diverse (30%+ visible minorities), but it's not Toronto-level multicultural. Some newcomers notice a difference in the texture of everyday interactions.",[14,8773,8774],{},"For most people, the financial and lifestyle benefits outweigh these trade-offs. But it's worth being clear-eyed about what you're leaving behind.",[28,8776,8778],{"id":8777},"is-2026-your-year","Is 2026 Your Year?",[14,8780,8781],{},"Moving from Ontario to Alberta is more than a change of address, it's a lifestyle transformation. The financial benefits are clear: lower housing costs, reduced taxes, and a cost of living that lets you actually enjoy your income. But the quality of life improvements, mountain access, sunshine, shorter commutes, and a pace of life that values work-life balance, might be even more valuable.",[14,8783,8784,8785,8788],{},"Here's what it comes down to: ",[17,8786,8787],{},"56,000 people made this decision in the last two years."," Some will tell you they wish they'd done it sooner. Very few regret making the move at all.",[14,8790,8791],{},"The key decisions you'll face:",[2022,8793,8794,8799,8805],{},[215,8795,8796,8798],{},[17,8797,4066],{}," Calgary for corporate careers, tech, and mountain access; Edmonton for deeper affordability and government/healthcare jobs.",[215,8800,8801,8804],{},[17,8802,8803],{},"Which neighbourhood?"," Urban core for walkability, northwest communities for family-friendly suburbs, inner-city for character and transit.",[215,8806,8807,8810],{},[17,8808,8809],{},"Buy immediately or rent first?"," Consider renting for 6-12 months to truly understand the city before committing, but know that prices are climbing 10-13% annually.",[14,8812,8813],{},"Your next steps:",[2022,8815,8816,8822,8830,8838,8844],{},[215,8817,8818,8821],{},[17,8819,8820],{},"Define your priorities and budget."," What matters most: walkability, schools, commute, mountain access?",[215,8823,8824,8829],{},[17,8825,8826],{},[199,8827,8828],{"href":5220},"Explore Calgary neighbourhoods"," on our interactive map and filter by safety, walkability, property values, and demographics to discover areas that match your lifestyle.",[215,8831,8832,8837],{},[17,8833,8834],{},[199,8835,8836],{"href":2041},"Analyze specific properties"," to dig deeper, get comprehensive reports with 20 years of property values, crime trends, 180+ amenity types, and personalized insights based on your household.",[215,8839,8840,8843],{},[17,8841,8842],{},"Plan a reconnaissance trip."," 3-5 days minimum, driving neighbourhoods at different times.",[215,8845,8846,8849],{},[17,8847,8848],{},"Execute your move with confidence."," You've done the homework. Trust the data.",[1582,8851,8853],{"id":8852},"data-sources-references","Data Sources & References",[14,8855,8856],{},"To ensure the accuracy of this guide, we've relied on the latest available data from official sources:",[212,8858,8859,8872,8885,8894,8903,8912,8926,8935,8945],{},[215,8860,8861,2038,8864,3595,8868,203],{},[17,8862,8863],{},"Migration & Population:",[199,8865,8867],{"href":6935,"rel":8866},[3030],"Statistics Canada Table 17-10-0008-01",[199,8869,8871],{"href":6913,"rel":8870},[3030],"CBC News Alberta Population Report",[215,8873,8874,2038,8877,3595,8881,203],{},[17,8875,8876],{},"Housing Market Data:",[199,8878,8880],{"href":6957,"rel":8879},[3030],"TRREB Market Watch Reports",[199,8882,8884],{"href":6963,"rel":8883},[3030],"CREB Monthly Housing Statistics",[215,8886,8887,2038,8890,203],{},[17,8888,8889],{},"Calgary vs Edmonton Comparison:",[199,8891,8893],{"href":7263,"rel":8892},[3030],"Made in CA City Comparison Guide",[215,8895,8896,2038,8899,203],{},[17,8897,8898],{},"Economic & Tech Insights:",[199,8900,8902],{"href":7083,"rel":8901},[3030],"Calgary Economic Development Technology Sector Profile",[215,8904,8905,2038,8908,203],{},[17,8906,8907],{},"Construction & Housing Starts:",[199,8909,8911],{"href":7107,"rel":8910},[3030],"CMHC Data Portal & Housing Starts Summary",[215,8913,8914,8917,8918,3595,8922,203],{},[17,8915,8916],{},"Crime & Safety Statistics:"," Statistics Canada Crime Severity Index, ",[199,8919,8921],{"href":7208,"rel":8920},[3030],"Ontario Table 35-10-0188-01",[199,8923,8925],{"href":7213,"rel":8924},[3030],"Alberta Table 35-10-0190-01",[215,8927,8928,2038,8931,203],{},[17,8929,8930],{},"Climate & Weather Comparison:",[199,8932,8934],{"href":7392,"rel":8933},[3030],"WeatherSpark Calgary vs Edmonton Climate Comparison",[215,8936,8937,2038,8940,203],{},[17,8938,8939],{},"Tax Information:",[199,8941,8944],{"href":8942,"rel":8943},"https://www.alberta.ca/alberta-tax-advantage",[3030],"Government of Alberta Tax Advantage Overview",[215,8946,8947,8950],{},[17,8948,8949],{},"Property Analysis:"," All neighbourhood-specific metrics and property reports are powered by the PickYourPlace Analysis Engine, which aggregates 20+ years of property assessments, 35+ years of development permits, 20 years of crime data across 8 categories, census demographics, and 180+ amenity types from City of Calgary, Calgary Police Service, Statistics Canada, and OpenStreetMap.",{"title":327,"searchDepth":328,"depth":328,"links":8952},[8953,8959,8960,8967,8974,8981,8987,8988],{"id":6946,"depth":328,"text":6947,"children":8954},[8955,8956,8957,8958],{"id":6950,"depth":2181,"text":6951},{"id":7068,"depth":2181,"text":7069},{"id":7113,"depth":2181,"text":7114},{"id":7123,"depth":2181,"text":7124},{"id":7256,"depth":328,"text":7257},{"id":7412,"depth":328,"text":7413,"children":8961},[8962,8963,8964,8965,8966],{"id":7419,"depth":2181,"text":7420},{"id":7512,"depth":2181,"text":7513},{"id":7595,"depth":2181,"text":7596},{"id":7684,"depth":2181,"text":7685},{"id":7779,"depth":2181,"text":7780},{"id":7827,"depth":328,"text":7828,"children":8968},[8969,8970,8971,8972,8973],{"id":7864,"depth":2181,"text":7865},{"id":7980,"depth":2181,"text":7981},{"id":8090,"depth":2181,"text":8091},{"id":8201,"depth":2181,"text":8202},{"id":8311,"depth":2181,"text":8312},{"id":8404,"depth":328,"text":8405,"children":8975},[8976,8977,8978,8979,8980],{"id":8411,"depth":2181,"text":8412},{"id":8461,"depth":2181,"text":8462},{"id":8509,"depth":2181,"text":8510},{"id":8557,"depth":2181,"text":8558},{"id":8578,"depth":2181,"text":8579},{"id":8623,"depth":328,"text":8624,"children":8982},[8983,8984,8985,8986],{"id":8630,"depth":2181,"text":8631},{"id":8655,"depth":2181,"text":8656},{"id":8686,"depth":2181,"text":8687},{"id":8717,"depth":2181,"text":8718},{"id":8735,"depth":328,"text":8736},{"id":8777,"depth":328,"text":8778,"children":8989},[8990],{"id":8852,"depth":2181,"text":8853},"/images/blog/moving-alberta-ontario-calgary-guide/cover.png","2026-01-01","56,000+ Ontarians moved to Alberta in 2023-2025. Compare housing costs (save $36K/year), Calgary neighbourhoods, and financial requirements. Free property analysis included.",{},"20 min read",{"title":4027,"description":8993},"blog/moving-alberta-ontario-calgary-guide",[4057,351],"2xdCVJfzK3KD2_SS4H04luoECqCg7eKbJ_VUb3hQQPc",{"id":9001,"title":9002,"author":6,"body":9003,"cover":9537,"date":9538,"description":9539,"extension":340,"featured":341,"meta":9540,"navigation":343,"path":9541,"readTime":5621,"seo":9542,"stem":9543,"tags":9544,"__hash__":9545},"blog/blog/smarter-reports.md","Smarter Reports: TL;DR Summaries, Quick Scores, and Personalized Insights",{"type":8,"value":9004,"toc":9521},[9005,9008,9015,9018,9022,9025,9031,9036,9040,9043,9048,9051,9064,9067,9071,9075,9078,9157,9160,9163,9167,9170,9175,9186,9191,9199,9202,9205,9209,9212,9278,9281,9284,9288,9291,9294,9311,9314,9318,9321,9366,9369,9373,9377,9380,9385,9399,9404,9418,9421,9425,9429,9432,9435,9441,9445,9448,9468,9471,9475,9479,9482,9485,9489,9492,9499,9501,9504,9518],[14,9006,9007],{},"When we launched PickYourPlace, our goal was simple: help people make informed decisions about where to live by providing comprehensive property and neighbourhood data. But comprehensive doesn't have to mean overwhelming.",[14,9009,9010,9011,9014],{},"After receiving feedback from one of our first paying customers, a Toronto resident relocating to Calgary, we realized something important. Our reports were thorough, but they were also ",[588,9012,9013],{},"a lot",". Pages of data, detailed comparisons, extensive metrics. Great for deep research, but not ideal when you're trying to quickly assess whether a property is worth a closer look.",[14,9016,9017],{},"So we rebuilt our reports from the ground up. Here's what's new.",[28,9019,9021],{"id":9020},"the-tldr-section-your-2-minute-decision","The TL;DR Section: Your 2-Minute Decision",[14,9023,9024],{},"Every report now opens with a TL;DR (Too Long; Didn't Read) section that gives you the essential verdict in under two minutes. No scrolling through pages of data to understand whether a property fits your needs.",[14,9026,9027],{},[1074,9028],{"alt":9029,"src":9030},"TL;DR Section Overview","/images/blog/smarter-reports/overview.png",[14,9032,9033],{},[17,9034,9035],{},"Here's what you'll find:",[1582,9037,9039],{"id":9038},"the-verdict","The Verdict",[14,9041,9042],{},"A clear, personalized assessment that cuts straight to the point:",[11,9044,9045],{},[14,9046,9047],{},"This $791,500 Brentwood property offers strong walkability (73/100) and improving safety (crime down 30% year-over-year) that could work well for your growing family. With 10 schools within walking distance and solid 10% annual appreciation, it presents a reasonable entry point for first-time buyers, though the affordability score of 35/100 means you'll need to stretch your budget.",[14,9049,9050],{},"We also tell you who this property is best for, and who should probably look elsewhere:",[212,9052,9053,9058],{},[215,9054,9055,9057],{},[17,9056,7974],{}," High-earning first-time buyers ($75,000+ individual or $112,500+ household) who want to skip the starter-home phase",[215,9059,9060,9063],{},[17,9061,9062],{},"Not ideal for:"," Typical first-time buyers looking for an entry point into homeownership",[14,9065,9066],{},"No more guessing. No more reading between the lines.",[1074,9068],{"src":9069,"alt":9070,"style":7892},"/images/blog/smarter-reports/verdict.png","TL;DR Section Verdict",[1582,9072,9074],{"id":9073},"quick-scores","Quick Scores",[14,9076,9077],{},"At a glance, see how the property performs across the metrics that matter most:",[36,9079,9080,9092],{},[39,9081,9082],{},[42,9083,9084,9086,9089],{},[45,9085,1692],{},[45,9087,9088],{},"Score",[45,9090,9091],{},"Summary",[52,9093,9094,9104,9115,9125,9136,9146],{},[42,9095,9096,9098,9101],{},[57,9097,349],{},[57,9099,9100],{},"65/100",[57,9102,9103],{},"Crime down 30% YoY",[42,9105,9106,9109,9112],{},[57,9107,9108],{},"Lifestyle",[57,9110,9111],{},"70/100",[57,9113,9114],{},"49% university-educated",[42,9116,9117,9119,9122],{},[57,9118,3219],{},[57,9120,9121],{},"83/100",[57,9123,9124],{},"209 amenities within walking distance",[42,9126,9127,9130,9133],{},[57,9128,9129],{},"Affordability",[57,9131,9132],{},"35/100",[57,9134,9135],{},"Premium pricing, stretch for first-timers",[42,9137,9138,9141,9143],{},[57,9139,9140],{},"First-Home Fit",[57,9142,9111],{},[57,9144,9145],{},"Well-suited for first-time ownership",[42,9147,9148,9151,9154],{},[57,9149,9150],{},"Long-Term Value",[57,9152,9153],{},"60/100",[57,9155,9156],{},"Stable value trajectory",[14,9158,9159],{},"These scores are calibrated to your profile. A \"Growing Family\" sees school and safety scores prominently. A \"Young Professional\" would see transit and dining scores instead.",[1074,9161],{"src":9162,"alt":9074,"style":7892},"/images/blog/smarter-reports/quick-scores.png",[1582,9164,9166],{"id":9165},"top-strengths-and-concerns","Top Strengths and Concerns",[14,9168,9169],{},"We highlight the three biggest advantages and flag the most important concerns:",[14,9171,9172],{},[17,9173,9174],{},"Top Strengths:",[2022,9176,9177,9180,9183],{},[215,9178,9179],{},"Excellent recreation for kids, 35 facilities within walking distance, 7 schools on foot",[215,9181,9182],{},"Safety improving rapidly, crime dropped 30% this year to 19 per 1,000 residents",[215,9184,9185],{},"Strong appreciation, 10% value gain this year builds equity from day one",[14,9187,9188],{},[17,9189,9190],{},"Top Concerns:",[2022,9192,9193,9196],{},[215,9194,9195],{},"Premium pricing, $791,500 with affordability score of 35/100 stretches first-time buyer budgets",[215,9197,9198],{},"Limited housing variety, only 16% renters means fewer comparable properties to choose from",[14,9200,9201],{},"No burying the lead. You see what matters immediately.",[1074,9203],{"src":9204,"alt":9166,"style":7892},"/images/blog/smarter-reports/pros-cons.png",[1582,9206,9208],{"id":9207},"key-numbers","Key Numbers",[14,9210,9211],{},"Important metrics at a glance, compared to city averages:",[36,9213,9214,9224],{},[39,9215,9216],{},[42,9217,9218,9220,9222],{},[45,9219,1600],{},[45,9221,1953],{},[45,9223,4731],{},[52,9225,9226,9237,9248,9259,9268],{},[42,9227,9228,9231,9234],{},[57,9229,9230],{},"Assessed Value",[57,9232,9233],{},"$791,500",[57,9235,9236],{},"City tax assessment",[42,9238,9239,9242,9245],{},[57,9240,9241],{},"Down Payment (20%)",[57,9243,9244],{},"$158,300",[57,9246,9247],{},"Minimum recommended",[42,9249,9250,9253,9256],{},[57,9251,9252],{},"Income Needed",[57,9254,9255],{},"~$203,394",[57,9257,9258],{},"Est. for mortgage",[42,9260,9261,9264,9266],{},[57,9262,9263],{},"Safety Score",[57,9265,9100],{},[57,9267,9103],{},[42,9269,9270,9272,9275],{},[57,9271,629],{},[57,9273,9274],{},"73/100",[57,9276,9277],{},"Moderate walkability",[14,9279,9280],{},"These benchmarks help you instantly understand how a property compares to the broader market, no digging required.",[1074,9282],{"src":9283,"alt":9208,"style":7892},"/images/blog/smarter-reports/key-numbers.png",[28,9285,9287],{"id":9286},"personalized-to-your-situation","Personalized to Your Situation",[14,9289,9290],{},"Every insight is tailored to who you are and what you're looking for.",[14,9292,9293],{},"Tell us you're a first-time homebuyer with a partner, children, and pets, and the report speaks directly to your priorities:",[212,9295,9296,9301,9306],{},[215,9297,9298],{},[588,9299,9300],{},"\"As first-time homebuyers with your partner and 4-year-old, this detached home represents a 38.7% premium over Calgary's typical assessed value...\"",[215,9302,9303],{},[588,9304,9305],{},"\"You would need an estimated $158,300 down payment (20% of assessed value) plus combined annual income of $220,000...\"",[215,9307,9308],{},[588,9309,9310],{},"\"With 35 recreation facilities within walking distance and 7 schools accessible on foot, your child will have excellent opportunities...\"",[14,9312,9313],{},"This isn't generic data with your name pasted in. The analysis itself changes based on your profile, intent (buying vs. renting), and household composition.",[28,9315,9317],{"id":9316},"financial-clarity-upfront","Financial Clarity Upfront",[14,9319,9320],{},"One of the most requested features: clear financial requirements right at the top of the Property Value section.",[36,9322,9323,9332],{},[39,9324,9325],{},[42,9326,9327,9330],{},[45,9328,9329],{},"Item",[45,9331,1953],{},[52,9333,9334,9342,9350,9358],{},[42,9335,9336,9339],{},[57,9337,9338],{},"Estimated Down Payment",[57,9340,9341],{},"$158,300 (20% of assessed value)",[42,9343,9344,9347],{},[57,9345,9346],{},"Estimated Income Needed",[57,9348,9349],{},"$220,000 combined annual",[42,9351,9352,9355],{},[57,9353,9354],{},"Estimated Monthly Cost",[57,9356,9357],{},"$5,800 total (mortgage + taxes + utilities)",[42,9359,9360,9363],{},[57,9361,9362],{},"Renovation Budget",[57,9364,9365],{},"$40,000-60,000 (5-7 years for updates)",[14,9367,9368],{},"Before you fall in love with a property, you'll know if you can actually afford it.",[1074,9370],{"src":9371,"alt":9372,"style":7892},"/images/blog/smarter-reports/financial-clarity.png","Financial Clarity",[28,9374,9376],{"id":9375},"should-you-buy-this-clear-guidance","\"Should You Buy This?\", Clear Guidance",[14,9378,9379],{},"At the end of the TL;DR, we give you actionable guidance:",[14,9381,9382],{},[17,9383,9384],{},"Yes, if:",[212,9386,9387,9390,9393,9396],{},[215,9388,9389],{},"You have $158,300+ saved or gifted for down payment",[215,9391,9392],{},"Household income exceeds $75,000",[215,9394,9395],{},"You want to skip starter homes entirely",[215,9397,9398],{},"You're planning 10+ year hold",[14,9400,9401],{},[17,9402,9403],{},"Probably not, if:",[212,9405,9406,9409,9412,9415],{},[215,9407,9408],{},"You're a typical first-time buyer (this may be aspirational)",[215,9410,9411],{},"You'd deplete savings for the down payment",[215,9413,9414],{},"You want to build equity through higher appreciation",[215,9416,9417],{},"You'd be more comfortable starting smaller",[14,9419,9420],{},"This is the kind of honest assessment you'd want from a trusted advisor, not a salesperson.",[1074,9422],{"src":9423,"alt":9424,"style":7892},"/images/blog/smarter-reports/should-you-buy-here.png","Should You Buy Here",[28,9426,9428],{"id":9427},"section-scores-throughout-the-report","Section Scores Throughout the Report",[14,9430,9431],{},"Beyond the TL;DR, every major section now includes its own score. As you dive deeper into Safety, Property Value, or Access to Amenities, you'll see a clear score at the top of each section.",[14,9433,9434],{},"These scores give you immediate context before reading the details. A 65/100 Safety score shows promising improvement trends. A 35/100 Affordability score signals you'll need to stretch your budget.",[14,9436,9437],{},[1074,9438],{"alt":9439,"src":9440},"Section Scores","/images/blog/smarter-reports/section-scores.png",[28,9442,9444],{"id":9443},"more-concise-throughout","More Concise Throughout",[14,9446,9447],{},"Beyond the TL;DR, the entire report is tighter. Every section now includes:",[212,9449,9450,9456,9462],{},[215,9451,9452,9455],{},[17,9453,9454],{},"Summary boxes"," with key numbers at a glance",[215,9457,9458,9461],{},[17,9459,9460],{},"Comparative tables"," showing property vs. community vs. city",[215,9463,9464,9467],{},[17,9465,9466],{},"Key Insights"," distilled to 2-3 bullet points per section",[14,9469,9470],{},"We kept all the depth for those who want it. But now you can skim effectively or dive deep, your choice.",[1074,9472],{"src":9473,"alt":9474,"style":7892},"/images/blog/smarter-reports/what-this-means-for-you.png","What this means for you",[28,9476,9478],{"id":9477},"why-we-made-these-changes","Why We Made These Changes",[14,9480,9481],{},"One of our first paying customers, relocating from Toronto to Calgary, gave us invaluable feedback. They needed to make decisions quickly about multiple properties before booking expensive viewing flights. Reading 30-minute reports for each property wasn't practical.",[14,9483,9484],{},"The TL;DR section is specifically designed for this use case: screen properties fast, identify the best candidates, then use the detailed sections for the properties that make the cut.",[28,9486,9488],{"id":9487},"try-the-new-reports","Try the New Reports",[14,9490,9491],{},"Ready to see these improvements in action? Generate a report for any Calgary or Vancouver address and experience the difference firsthand.",[14,9493,9494],{},[199,9495,9496],{"href":2041},[17,9497,9498],{},"Generate Your Report →",[28,9500,4596],{"id":4595},[14,9502,9503],{},"We're continuing to improve based on your feedback:",[212,9505,9506,9512],{},[215,9507,9508,9511],{},[17,9509,9510],{},"Compare Module",": Analyze multiple properties side-by-side with a unified comparison report. See how your top candidates stack up across every metric in one view.",[215,9513,9514,9517],{},[17,9515,9516],{},"Chat Module",": An AI companion that has full context about your selected properties. Ask questions, explore trade-offs, and get personalized recommendations through natural conversation.",[14,9519,9520],{},"Have feedback on the new report format? We'd love to hear it. Every improvement we make comes from real users like you.",{"title":327,"searchDepth":328,"depth":328,"links":9522},[9523,9529,9530,9531,9532,9533,9534,9535,9536],{"id":9020,"depth":328,"text":9021,"children":9524},[9525,9526,9527,9528],{"id":9038,"depth":2181,"text":9039},{"id":9073,"depth":2181,"text":9074},{"id":9165,"depth":2181,"text":9166},{"id":9207,"depth":2181,"text":9208},{"id":9286,"depth":328,"text":9287},{"id":9316,"depth":328,"text":9317},{"id":9375,"depth":328,"text":9376},{"id":9427,"depth":328,"text":9428},{"id":9443,"depth":328,"text":9444},{"id":9477,"depth":328,"text":9478},{"id":9487,"depth":328,"text":9488},{"id":4595,"depth":328,"text":4596},"/images/blog/smarter-reports/cover.png","2025-12-17","Discover the new TL;DR section, quick scores, and enhanced personalization that help you evaluate properties in under 2 minutes. Screen properties fast, then dive deep when it matters.",{},"/blog/smarter-reports",{"title":9002,"description":9539},"blog/smarter-reports",[4689],"85M3pTKSlryg_069tG1zfJ9c3syhg3FUuVshkBIWd0M",{"id":9547,"title":9548,"author":6,"body":9549,"cover":10212,"date":10213,"description":10214,"extension":340,"featured":341,"meta":10215,"navigation":343,"path":5768,"readTime":5621,"seo":10216,"stem":10217,"tags":10218,"__hash__":10219},"blog/blog/personalized-reports.md","Your Place, Your Priorities: Introducing Personalized Reports",{"type":8,"value":9550,"toc":10200},[9551,9554,9557,9560,9563,9569,9573,9576,9581,9586,9589,9592,9596,9599,9656,9659,9663,9666,9669,9673,9678,9683,9686,9690,9717,9720,9724,9735,9738,9742,9745,9750,9753,9756,9812,9815,9818,9829,9832,9836,9839,9844,9847,9850,9899,9902,9906,9947,9950,9954,9957,9962,9965,9968,10029,10032,10035,10065,10068,10072,10075,10078,10083,10086,10105,10110,10113,10132,10137,10156,10159,10167,10170,10173,10176,10197],[14,9552,9553],{},"When I launched the Analyze feature a few weeks ago, I was excited to offer comprehensive location analysis reports covering everything from assessed values to crime statistics to accessibility metrics. The data was accurate, thorough, and covered all the key factors anyone would need to evaluate a location.",[14,9555,9556],{},"But as I used the feature myself and watched how others engaged with it, I noticed something: the reports covered all the essentials, but they weren't personal. A growing family with young children got the same analysis as a real estate investor looking for development opportunities. The same crime statistics. The same accessibility metrics. The same demographic breakdown.",[14,9558,9559],{},"The data told you what was there, but not what it meant for you.",[14,9561,9562],{},"Today, I'm excited to introduce personalized reports; the same comprehensive data you've come to expect, but analyzed through the lens of who you are and what you need.",[14,9564,9565],{},[1074,9566],{"alt":9567,"src":9568},"Personalized Reports","/images/blog/personalized-reports/overview.png",[28,9570,9572],{"id":9571},"the-problem","The Problem",[14,9574,9575],{},"Let's take a look at an example of a one-size-fits-all report. This is what a Standard report used to say about 604 Memorial Drive NW in Sunnyside:",[14,9577,9578],{},[17,9579,9580],{},"Property value overview (Before):",[11,9582,9583],{},[14,9584,9585],{},"This Detached property demonstrates strong value positioning within Sunnyside, an established inner-city community in Calgary. The property shows resilient market performance with 3% year-over-year growth, while the compact 3,580 sq ft lot reflects the neighbourhood's urban density and redevelopment potential.",[14,9587,9588],{},"It's accurate. It's thorough. But who is this for? Is \"redevelopment potential\" relevant to the family with a toddler looking for their first home? Does a remote worker care about the same things as a real estate investor?",[14,9590,9591],{},"The data was there, but the interpretation was generic.",[28,9593,9595],{"id":9594},"the-solution","The Solution",[14,9597,9598],{},"After analyzing a lot of reports and talking to users about how they evaluate locations, I realized that three key factors fundamentally change how you should interpret data:",[2022,9600,9601,9611,9634],{},[215,9602,9603,9606],{},[17,9604,9605],{},"Are you planning to rent or buy?",[212,9607,9608],{},[215,9609,9610],{},"This determines whether you need to know about down payments and long-term appreciation, or monthly costs and lease flexibility",[215,9612,9613,9616],{},[17,9614,9615],{},"Which profile best describes you?",[212,9617,9618,9621,9623,9626,9629,9632],{},[215,9619,9620],{},"Young Professional",[215,9622,5508],{},[215,9624,9625],{},"Established Family",[215,9627,9628],{},"Remote Worker",[215,9630,9631],{},"First-Time Homebuyer",[215,9633,5512],{},[215,9635,9636,9639],{},[17,9637,9638],{},"Who's moving with you?",[212,9640,9641,9644,9647,9650,9653],{},[215,9642,9643],{},"Just me",[215,9645,9646],{},"Partner/spouse",[215,9648,9649],{},"Children",[215,9651,9652],{},"Pets",[215,9654,9655],{},"Multi-generational",[14,9657,9658],{},"These three simple questions reshape every section of your report. Same data sources, same metrics, but the analysis becomes relevant to your specific situation.",[28,9660,9662],{"id":9661},"personalization-in-action","Personalization in Action",[14,9664,9665],{},"Let me show you what this means with real examples. I'll use the same location, 604 Memorial Drive NW in Sunnyside, and show how the analysis changes completely based on whether you're a \"growing family\" or an \"investor\".",[14,9667,9668],{},"Same location, same data sources, but different conclusions and insights.",[1582,9670,9672],{"id":9671},"property-value-analysis","Property Value Analysis",[9674,9675,9677],"h4",{"id":9676},"generic-report-before","Generic Report (Before):",[11,9679,9680],{},[14,9681,9682],{},"This Detached property demonstrates strong value positioning within Sunnyside... The property shows resilient market performance with 3% year-over-year growth, while the compact 3,580 sq ft lot reflects the neighbourhood's urban density and redevelopment potential.",[14,9684,9685],{},"What does \"redevelopment potential\" mean for your family budget? And what's \"strong value positioning\" in practical terms?",[9674,9687,9689],{"id":9688},"growing-family-profile-after","Growing Family Profile (After):",[11,9691,9692,9695,9700,9714],{},[14,9693,9694],{},"As parents with your 4-year-old child, this detached home in Sunnyside offers an established inner-city community with strong family appeal.",[14,9696,9697],{},[17,9698,9699],{},"Your financial requirements:",[212,9701,9702,9705,9708,9711],{},[215,9703,9704],{},"Estimated Down Payment: $113,100 (20% of assessed value, typically 3-4 years savings)",[215,9706,9707],{},"Combined Annual Income Needed: $157,083",[215,9709,9710],{},"Monthly Housing Cost: $4,365 (mortgage $3,565 + taxes/insurance $800)",[215,9712,9713],{},"Renovation Budget: $45,000-75,000 (5-7 year strategic improvements)",[14,9715,9716],{},"Your estimated monthly housing cost of $4,365 represents approximately 33% of the required $157,083 household income, leaving room for your childcare expenses and family savings goals.",[14,9718,9719],{},"Now you have actionable numbers. Exactly what income you need. What your monthly budget looks like. How much to save for renovations. This is information you can actually use to make a decision.",[9674,9721,9723],{"id":9722},"investor-profile-after","Investor Profile (After):",[11,9725,9726,9729,9732],{},[14,9727,9728],{},"R-CG zoning provides significant development flexibility, permitting rowhouses, duplexes, and secondary suites with allowance for secondary suites. For investment purposes, the immediate opportunity lies in developing a legal secondary suite ($60,000-80,000 investment) to generate $1,800-2,400/month rental income.",[14,9730,9731],{},"Longer-term redevelopment opportunity involves converting the 3,580 sqft lot into side-by-side configuration, two units generating independent revenue streams with projected ROI of 18-24% over 7-10 year hold period.",[14,9733,9734],{},"Sunnyside shows moderate development activity with 13 current permits (3% rate) and declining future activity (20 permits, 5% rate), positioning the neighbourhood in steady regeneration mode, sufficient to maintain vibrancy without overwhelming existing character.",[14,9736,9737],{},"The zoning designation and lot dimensions don't change, but suddenly you're seeing cash flow projections, ROI timelines, and rental income scenarios instead of family budgeting advice.",[1582,9739,9741],{"id":9740},"safety-assessment","Safety Assessment",[9674,9743,9677],{"id":9744},"generic-report-before-1",[11,9746,9747],{},[14,9748,9749],{},"Sunnyside's overall crime rate of 30.02 per 1,000 residents is 143% higher than Calgary's city average of 12.35, indicating elevated crime activity in this community. Emergency service access is exceptionally strong with 2.84 facilities per 1,000 residents, significantly exceeding Calgary's city average of 0.06.",[14,9751,9752],{},"Does \"143% higher\" mean it's dangerous for kids? Or just that you should install a security system? The numbers don't tell you.",[9674,9754,9689],{"id":9755},"growing-family-profile-after-1",[11,9757,9758,9761,9766,9780,9785,9796,9799,9804],{},[14,9759,9760],{},"As parents with a 4-year-old, Sunnyside presents a mixed safety profile requiring careful consideration.",[14,9762,9763],{},[17,9764,9765],{},"Excellent for children:",[212,9767,9768,9771,9774,9777],{},[215,9769,9770],{},"Zero pedestrian incidents in 2024 (down from 2 in 2023)",[215,9772,9773],{},"1,009 street lights (239 per 1,000 residents, 219% above city average)",[215,9775,9776],{},"3-minute emergency response times",[215,9778,9779],{},"Exceptional infrastructure for evening family walks",[14,9781,9782],{},[17,9783,9784],{},"Concerns:",[212,9786,9787,9790,9793],{},[215,9788,9789],{},"Crime rate 143% above city average",[215,9791,9792],{},"9 dwelling break-ins in 2024 (up 50% from 2023)",[215,9794,9795],{},"Home security system recommended ($1,500-3,000)",[14,9797,9798],{},"Your child's outdoor safety is excellent given eliminated traffic risks and superior lighting. However, home security investments are essential before move-in.",[14,9800,9801],{},[17,9802,9803],{},"Overall safety score for growing families: 67/100",[212,9805,9806,9809],{},[215,9807,9808],{},"Strong for child activities",[215,9810,9811],{},"Moderate for property protection",[14,9813,9814],{},"Now you have answers to the questions that actually matter for your family. Can your child play outside safely? Yes, with excellent lighting and zero traffic incidents. Should you invest in a security system? Absolutely, budget $1,500-3,000.",[9674,9816,9723],{"id":9817},"investor-profile-after-1",[11,9819,9820,9823,9826],{},[14,9821,9822],{},"Crime rate 143% above city average but declining 50% over 5 years, improving trend supports value appreciation and tenant demand.",[14,9824,9825],{},"Property crime concentration (not violent crime) suggests security upgrades ($1,500-3,000) are marketing necessities for future tenants/buyers but don't indicate fundamental neighbourhood deterioration.",[14,9827,9828],{},"Superior infrastructure (street lighting 219% above average, 3-minute emergency response) and rapid improvement trajectory position Sunnyside favorably for rental/resale despite current elevated crime statistics. Security features become selling points rather than deterrents.",[14,9830,9831],{},"One person reads \"143% above city average\" and worries about their toddler's safety. Another sees a 50% five-year decline and spots a neighbourhood on the upswing, perfect for long-term appreciation.",[1582,9833,9835],{"id":9834},"access-to-services-amenities","Access to Services & Amenities",[9674,9837,9677],{"id":9838},"generic-report-before-2",[11,9840,9841],{},[14,9842,9843],{},"Walking provides 21 essential services within 15 minutes, 57% above Calgary's average of 13.36 and matching Sunnyside's community standard. Walking accessibility provides 24 essential services, matching Sunnyside's 21 average and exceeding Calgary's 13.36 average by 80%.",[14,9845,9846],{},"What does \"21 essential services\" mean when you're trying to figure out if you need one car or two? Or whether you can walk your kid to school?",[9674,9848,9689],{"id":9849},"growing-family-profile-after-2",[11,9851,9852,9855,9860,9874,9879,9890,9896],{},[14,9853,9854],{},"Your family will require two vehicles for daily needs. Here's why:",[14,9856,9857],{},[17,9858,9859],{},"Requires driving:",[212,9861,9862,9865,9868,9871],{},[215,9863,9864],{},"School drop-offs (zero walkable elementary schools vs. city average of 4.18)",[215,9866,9867],{},"Weekly grocery shopping with 4-year-old",[215,9869,9870],{},"Organized activities and sports",[215,9872,9873],{},"Bulk shopping needs",[14,9875,9876],{},[17,9877,9878],{},"Walkability:",[212,9880,9881,9884,9887],{},[215,9882,9883],{},"8 grocery stores (15-min walk) for quick items",[215,9885,9886],{},"39 restaurants/cafes for family dining",[215,9888,9889],{},"24 playgrounds and parks for daily outdoor play",[14,9891,9892,9895],{},[17,9893,9894],{},"Transportation cost:","\nAnnual vehicle cost: $12,100-16,500 for 2 vehicles",[14,9897,9898],{},"While Sunnyside offers excellent walkability for quick errands, raising a 4-year-old here requires vehicle transportation. Budget for two-car household.",[14,9900,9901],{},"This tells you exactly what you need to know: you'll need two cars, and here's what that will cost you annually. No guessing about whether the walkability score means you can ditch the second vehicle.",[9674,9903,9905],{"id":9904},"remote-worker-profile-after","Remote Worker Profile (After):",[11,9907,9908,9913,9916,9927,9930,9938,9944],{},[14,9909,9910],{},[17,9911,9912],{},"Where can I work when I need a change of scenery?",[14,9914,9915],{},"Within 15-minute walk:",[212,9917,9918,9921,9924],{},[215,9919,9920],{},"39 cafes and restaurants (many WiFi-friendly)",[215,9922,9923],{},"2 coworking spaces",[215,9925,9926],{},"3 libraries",[14,9928,9929],{},"Within 15-minute bike:",[212,9931,9932,9935],{},[215,9933,9934],{},"473 cafes/restaurants",[215,9936,9937],{},"24 coworking/study spaces",[14,9939,9940,9943],{},[17,9941,9942],{},"Work-from-home economics:","\nMonthly Cost: $4,365 vs. Downtown Office: $800-1,200/month\nAnnual Savings: $9,600-14,400 by eliminating office commute",[14,9945,9946],{},"Exceptional variety for breaking up home office monotony without commute time.",[14,9948,9949],{},"The family is counting schools within walking distance. The remote worker is counting cafes with WiFi. Different questions, different priorities, different insights from the exact same accessibility data.",[1582,9951,9953],{"id":9952},"census-demographics","Census & Demographics",[9674,9955,9677],{"id":9956},"generic-report-before-3",[11,9958,9959],{},[14,9960,9961],{},"Population composition: 764 residents in a high-density neighbourhood (3,335 per sq km) with diverse household types including 61.2% family households. Age profile: Median age of 38 years, 1% lower than community (38.4) and 2% lower than city (38.8), indicating a slightly younger demographic.",[14,9963,9964],{},"Who will your neighbours be? Will your kid have friends their age? Is this a community of professionals or retirees?",[9674,9966,9689],{"id":9967},"growing-family-profile-after-3",[11,9969,9970,9975,9978,9983,9994,9999,10010,10015,10023],{},[14,9971,9972],{},[17,9973,9974],{},"Who will be your neighbours?",[14,9976,9977],{},"Sunnyside demonstrates strong family-oriented characteristics:",[14,9979,9980],{},[17,9981,9982],{},"Family presence:",[212,9984,9985,9988,9991],{},[215,9986,9987],{},"18.4% children (0-14 years) vs city 18.0%",[215,9989,9990],{},"122% more family households than typical urban neighbourhoods",[215,9992,9993],{},"Average 1.8 children per family",[14,9995,9996],{},[17,9997,9998],{},"Education & values:",[212,10000,10001,10004,10007],{},[215,10002,10003],{},"53.2% hold university degrees (vs 31.7% citywide)",[215,10005,10006],{},"Professional concentration (60.3%) in business, education, sciences",[215,10008,10009],{},"Education-focused community where parents prioritize children's academic achievement",[14,10011,10012],{},[17,10013,10014],{},"Household economics:",[212,10016,10017,10020],{},[215,10018,10019],{},"51.5% earn over $100K",[215,10021,10022],{},"Similar income levels create stable socioeconomic environment",[14,10024,10025,10028],{},[17,10026,10027],{},"What this means for your 4-year-old:","\nYour daughter will grow up among educated, achievement-oriented families who prioritize children's development. The high concentration of university-educated parents creates a community where educational values align with raising motivated children.",[14,10030,10031],{},"This answers the question every parent asks: will there be other kids for my child to play with, and what kind of families are they? The answer: yes, lots of families with similar values around education and achievement.",[9674,10033,9905],{"id":10034},"remote-worker-profile-after-1",[11,10036,10037,10042,10056,10059],{},[14,10038,10039],{},[17,10040,10041],{},"Who are my work-from-home neighbours?",[212,10043,10044,10047,10050,10053],{},[215,10045,10046],{},"22.6% work in business, finance, administration",[215,10048,10049],{},"23.3% walk to work (likely remote workers or local employment)",[215,10051,10052],{},"69.8% commute under 30 minutes",[215,10054,10055],{},"28% use active transportation (walking 23.3%, cycling 4.7%) vs city 4.2%",[14,10057,10058],{},"This neighbourhood has a high concentration of professionals, many likely working from home or hybrid schedules, potential for professional networking and collaborative opportunities.",[14,10060,10061,10064],{},[17,10062,10063],{},"Commute efficiency:","\nShort commutes (69.8% under 30 min) save 250 hours yearly compared to 45+ minute suburban commutes, reclaiming six work weeks for focused work time.",[14,10066,10067],{},"Where the family sees \"university-educated parents\" as potential playdate connections, the remote worker sees potential collaborators and networking opportunities in those same education statistics.",[28,10069,10071],{"id":10070},"how-it-actually-works","How It Actually Works",[14,10073,10074],{},"You might be wondering: is this just AI rephrasing the same information? Not exactly. The underlying data sources remain the same: municipal assessment databases, police crime statistics, OpenStreetMap, and Statistics Canada. What changes is the analytical framework applied to that data.",[14,10076,10077],{},"Here's what happens behind the scenes when you generate a personalized report:",[14,10079,10080],{},[17,10081,10082],{},"Step 1: Profile weighting",[14,10084,10085],{},"Each profile has different metric weights that determine what gets emphasized. For example:",[212,10087,10088,10094,10100],{},[215,10089,10090,10093],{},[17,10091,10092],{},"Growing family",": Schools, parks, child safety, traffic safety",[215,10095,10096,10099],{},[17,10097,10098],{},"Remote worker",": Dining, cafes, recreation, parks, work-life balance",[215,10101,10102,10104],{},[17,10103,5512],{},": Development potential, ROI calculations, market trajectory, rental income analysis",[14,10106,10107],{},[17,10108,10109],{},"Step 2: Household context",[14,10111,10112],{},"Your household composition adjusts the practical calculations:",[212,10114,10115,10121,10127],{},[215,10116,10117,10120],{},[17,10118,10119],{},"With children",": School catchments, playground density, child-specific safety metrics, family vehicle costs",[215,10122,10123,10126],{},[17,10124,10125],{},"With partner",": Dual-income affordability calculations, two-vehicle household budgets",[215,10128,10129,10131],{},[17,10130,9655],{},": Accessibility features, healthcare proximity, space requirements",[14,10133,10134],{},[17,10135,10136],{},"Step 3: Intent-based analysis",[212,10138,10139,10144,10150],{},[215,10140,10141,10143],{},[17,10142,2198],{},": Down payment requirements, long-term value appreciation, renovation ROI, neighbourhood development trajectory, investment horizon considerations",[215,10145,10146,10149],{},[17,10147,10148],{},"Renting",": Monthly costs, lease flexibility, short-term neighbourhood trends, rental market conditions, mobility considerations",[215,10151,10152,10155],{},[17,10153,10154],{},"Not sure",": Balanced view of both ownership and rental scenarios to help inform your decision",[14,10157,10158],{},"The same crime rate of \"30.02 per 1,000 residents\" triggers completely different analysis:",[212,10160,10161,10164],{},[215,10162,10163],{},"Growing family: it focuses on pedestrian incidents, street lighting, outdoor child safety",[215,10165,10166],{},"Investor: it focuses on 5-year crime trends, impact on tenant demand, property appreciation trajectory",[14,10168,10169],{},"This is reinterpreting the data through the lens of what actually matters for your situation.",[28,10171,10172],{"id":3619},"Try It Yourself",[14,10174,10175],{},"If you'd like to give it a try, follow these steps:",[2022,10177,10178,10185,10188,10191,10194],{},[215,10179,10180,10181],{},"Visit ",[199,10182,10184],{"href":10183},"/login?redirect=/analyze","PickYourPlace.app/analyze",[215,10186,10187],{},"Pick a location",[215,10189,10190],{},"Choose the metrics you're interested in",[215,10192,10193],{},"Select the profile that best describes you",[215,10195,10196],{},"Choose a report tier and generate your report",[14,10198,10199],{},"As always, I'd love to hear your feedback. What works? What doesn't? What other profiles or customizations would be helpful? Your input has shaped PickYourPlace from the beginning, and it will continue to guide where we go next.",{"title":327,"searchDepth":328,"depth":328,"links":10201},[10202,10203,10204,10210,10211],{"id":9571,"depth":328,"text":9572},{"id":9594,"depth":328,"text":9595},{"id":9661,"depth":328,"text":9662,"children":10205},[10206,10207,10208,10209],{"id":9671,"depth":2181,"text":9672},{"id":9740,"depth":2181,"text":9741},{"id":9834,"depth":2181,"text":9835},{"id":9952,"depth":2181,"text":9953},{"id":10070,"depth":328,"text":10071},{"id":3619,"depth":328,"text":10172},"/images/blog/personalized-reports/cover.png","2025-12-01","Same location. Same data. Completely different insights. Discover how personalization transforms generic location analysis into actionable insights tailored to your profile.",{},{"title":9548,"description":10214},"blog/personalized-reports",[4689],"SI6jVRYKZ3ty7pBLdl4SIbV3uSAz50TMeTivlqgPnIk",{"id":10221,"title":10222,"author":6,"body":10223,"cover":10918,"date":10919,"description":10920,"extension":340,"featured":341,"meta":10921,"navigation":343,"path":5724,"readTime":345,"seo":10922,"stem":10923,"tags":10924,"__hash__":10925},"blog/blog/introducing-analyze.md","Introducing Analyze: From Exploration to Informed Decisions",{"type":8,"value":10224,"toc":10896},[10225,10228,10231,10239,10243,10246,10249,10253,10256,10267,10274,10281,10297,10301,10307,10330,10336,10343,10349,10355,10359,10362,10366,10371,10381,10390,10399,10405,10409,10414,10422,10430,10438,10444,10448,10453,10461,10469,10477,10483,10487,10492,10500,10507,10515,10521,10525,10528,10532,10537,10540,10557,10560,10574,10577,10581,10584,10587,10607,10610,10613,10617,10620,10623,10649,10652,10663,10666,10670,10676,10679,10708,10711,10716,10721,10726,10731,10736,10741,10744,10748,10751,10783,10789,10793,10796,10801,10812,10817,10831,10836,10853,10856,10860,10863,10866,10869,10871,10877,10883,10886,10890,10893],[14,10226,10227],{},"I can't believe it's been eight months since my last update. I published my last blog post back in February, and a lot has happened between now and then.",[14,10229,10230],{},"Life got busy, really busy. I sold my previous house, bought a new one, went on a month-long vacation, and switched jobs. It was a lot to take in. But through all of this, I kept working on PickYourPlace, and I'm thrilled to finally share what I've been building.",[14,10232,10233,10234,10238],{},"A few days ago, I released a new feature called ",[199,10235,10236],{"href":278},[17,10237,763],{},", and I wanted to share the story behind it; why I built it, how I used it myself, and what it means for the future of PickYourPlace.",[28,10240,10242],{"id":10241},"beyond-just-listings","Beyond Just Listings",[14,10244,10245],{},"Through this process of buying a new home, I thought a lot about how tools like PickYourPlace can help people make better decisions. More specifically, I wanted to enable a more informed decision-making process with comprehensive data points.",[14,10247,10248],{},"Don't get me wrong; the standard listing information is important. Square footage, number of bedrooms, number of bathrooms; these factors shape the space you're going to live in with your family. But I think we can do better. We can use more data points and consider factors that we typically rely on through word-of-mouth, things we hear from a realtor, or anecdotes from friends and family. Sometimes that information isn't accurate, or accurate enough.",[28,10250,10252],{"id":10251},"the-decision-making-journey","The Decision-Making Journey",[14,10254,10255],{},"Here's how I think about the home search process:",[14,10257,10258,10259,10262,10263,10266],{},"We start with some aspirations and ideas. We do some research. Based on where we are in life, our age, family structure, income, values around community and culture, we ",[17,10260,10261],{},"explore"," a few options. Then we ",[17,10264,10265],{},"analyze"," them a bit more deeply. We go ask around, search the web, dig a bit deeper.",[14,10268,10269,10270,10273],{},"Once we've found a few good candidates, we want to ",[17,10271,10272],{},"compare"," them against each other to see how they stack up in our evaluation framework. We have criteria. We can weight them based on what's important to us. After that, we have a weighted list of places we consider as our next neighbourhood and next home.",[14,10275,10276,10277,10280],{},"We may have further questions, so we zoom in a bit more on that short list; maybe ",[17,10278,10279],{},"chat"," with someone knowledgeable or an AI that has context about these properties. And then we make a decision.",[14,10282,10283,10284,10286,10287,10286,10289,10286,10291,10286,10294],{},"So the journey looks like this: ",[17,10285,5548],{}," → ",[17,10288,763],{},[17,10290,767],{},[17,10292,10293],{},"Chat",[17,10295,10296],{},"Decide",[28,10298,10300],{"id":10299},"from-explore-to-analyze","From Explore to Analyze",[14,10302,10303,10304,10306],{},"PickYourPlace started with the ",[17,10305,5548],{}," module, giving you a variety of options through a map-based interface. You can click around, search for different properties, and get relevant information under four different lenses:",[2022,10308,10309,10314,10319,10325],{},[215,10310,10311,10313],{},[17,10312,622],{},": Is this neighbourhood or home aligned with my budget?",[215,10315,10316,10318],{},[17,10317,349],{},": Is it safe for me and my family to live here?",[215,10320,10321,10324],{},[17,10322,10323],{},"Access to Amenities",": Can I get around easily to coffee shops, schools, or wherever fits my lifestyle?",[215,10326,10327,10329],{},[17,10328,9953],{},": Is this a community where I can see my family thrive? Does it align with my values and culture?",[14,10331,10332],{},[1074,10333],{"alt":10334,"src":10335},"Explore module","/images/blog/introducing-analyze/explore.png",[14,10337,10338,10339,10342],{},"These lenses help you answer the fundamental questions about any potential home. But after exploring, there was a missing piece. Based on feedback from users and my own experience comparing different neighbourhoods and properties, I realized I needed a ",[17,10340,10341],{},"reporting feature","; something digestible that could be generated in a few clicks.",[14,10344,10345,10346,10348],{},"That's why I created the ",[17,10347,763],{}," module.",[14,10350,10351],{},[1074,10352],{"alt":10353,"src":10354},"Analyze module","/images/blog/introducing-analyze/analyze.png",[28,10356,10358],{"id":10357},"introducing-the-analyze-module","Introducing the Analyze Module",[14,10360,10361],{},"With Analyze, you can pick a location and select the metrics you care about: Property Value, Safety, Access to Amenities, and Census & Demographics. Each metric answers fundamental questions about whether a property is right for you:",[1582,10363,10365],{"id":10364},"is-this-aligned-with-my-budget","Is this aligned with my budget?",[14,10367,5794,10368,10370],{},[17,10369,622],{}," metric goes beyond just the listing price. It shows you assessed values, historical trends, property features, zoning implications, and neighbourhood development patterns.",[14,10372,10373,10374,10377,10378],{},"In a ",[17,10375,10376],{},"Basic"," report, you'll see: ",[588,10379,10380],{},"\"Current property value is $565,500, which is up 3% from last year. Built in 1944 with a lot size of 3,580 ft².\"",[14,10382,10383,10386,10387],{},[17,10384,10385],{},"Standard"," report adds context: ",[588,10388,10389],{},"\"This property's current assessment is 13% above the neighbourhood average ($502,132) but 9% below the city average ($623,947).\"",[14,10391,10392,10395,10396],{},[17,10393,10394],{},"Premium"," report provides investment insights: ",[588,10397,10398],{},"\"Highest and best use analysis suggests rowhouse development maximizes property value. A 3,580 sq ft lot could accommodate 2-3 rowhouse units, potentially generating $800,000-$1,200,000 in total value... Projected 8-12% annual appreciation through 2028.\"",[14,10400,10401],{},[1074,10402],{"alt":10403,"src":10404},"Property Value report","/images/blog/introducing-analyze/property-value.png",[1582,10406,10408],{"id":10407},"is-it-safe-for-me-and-my-family","Is it safe for me and my family?",[14,10410,5794,10411,10413],{},[17,10412,349],{}," metric covers crime statistics, street lighting, traffic incidents, flood risk, and emergency service access, giving you a complete picture of community safety.",[14,10415,10416,10418,10419],{},[17,10417,10376],{}," report tells you: ",[588,10420,10421],{},"\"11% decrease in overall crime from previous year. 14 traffic incidents reported in the past year (-52% from previous year). 15 emergency services within a 10-minute drive.\"",[14,10423,10424,10426,10427],{},[17,10425,10385],{}," report adds perspective: ",[588,10428,10429],{},"\"Sunnyside's overall crime rate of 30.02 per 1,000 residents is 143% higher than Calgary's city average of 12.35, though the community has achieved a remarkable 50% reduction over five years. Street lighting coverage of 238.77 lights per 1,000 residents is 229% above Calgary's 72.60 average.\"",[14,10431,10432,10434,10435],{},[17,10433,10394],{}," report provides actionable insights: ",[588,10436,10437],{},"\"Sunnyside ranks as a moderate-to-high crime area within Calgary, with property crimes driving elevated statistics despite strong infrastructure and emergency response capabilities... Families with children score 82/100 for safety given zero pedestrian/cyclist traffic incidents, 94th percentile street lighting, and 3-minute emergency response times.\"",[14,10439,10440],{},[1074,10441],{"alt":10442,"src":10443},"Safety report","/images/blog/introducing-analyze/safety.png",[1582,10445,10447],{"id":10446},"can-i-get-around-easily-to-the-places-that-matter","Can I get around easily to the places that matter?",[14,10449,5794,10450,10452],{},[17,10451,10323],{}," metric shows you exactly what's reachable within 15 minutes by walking, biking, driving, and public transit, from grocery stores to restaurants to recreation facilities.",[14,10454,10455,10457,10458],{},[17,10456,10376],{}," report gives you the counts: ",[588,10459,10460],{},"\"9 grocery stores within 15-minute walking distance. 47 restaurants & cafes within 15-minute walking distance. 1 school within 15-minute walking distance.\"",[14,10462,10463,10465,10466],{},[17,10464,10385],{}," report adds comparison: ",[588,10467,10468],{},"\"Walking provides exceptional advantage for essential daily needs with 24 services, 85% above city average and matching Sunnyside's walkable urban character. Biking delivers outstanding access to 210 essential services, 146% above the city average.\"",[14,10470,10471,10473,10474],{},[17,10472,10394],{}," report provides lifestyle analysis: ",[588,10475,10476],{},"\"Overall accessibility score of 78 out of 100, ranking 82nd percentile in Calgary... Cycling enthusiasts & bike commuters: Overall rating 10 out of 10. Biking accessibility exceeds convenience needs with 1,158 total amenities (156% above city average).\"",[14,10478,10479],{},[1074,10480],{"alt":10481,"src":10482},"Access to Amenities report","/images/blog/introducing-analyze/access.png",[1582,10484,10486],{"id":10485},"does-this-community-align-with-my-values-and-lifestyle","Does this community align with my values and lifestyle?",[14,10488,5794,10489,10491],{},[17,10490,9953],{}," metric reveals who lives in the neighbourhood, family composition, income levels, education, cultural diversity, and commuting patterns.",[14,10493,10494,10496,10497],{},[17,10495,10376],{}," report shows the data: ",[588,10498,10499],{},"\"41.9% of residents are married with 2.3 average household size. 54.5% home ownership rate with 'single-detached' being the most common housing type. Median income of $52,400.\"",[14,10501,10502,10386,10504],{},[17,10503,10385],{},[588,10505,10506],{},"\"The age distribution shows 18.4% children (0-14) versus 9.8% in community, indicating strong family presence. 61.2% family households versus 41.3% community average, with only 34.3% single-person households compared to 51.2% in community.\"",[14,10508,10509,10511,10512],{},[17,10510,10394],{}," report provides comprehensive assessment: ",[588,10513,10514],{},"\"The demographic profile reveals a family-oriented enclave within a predominantly rental community. Growing families with children thrive here, benefiting from larger homes (45.2% with 3+ bedrooms vs 19.2% in community), family-oriented neighbours, and strong homeownership stability... Overall census score of 73 out of 100, ranking 68th percentile in the city.\"",[14,10516,10517],{},[1074,10518],{"alt":10519,"src":10520},"Census & Demographics report","/images/blog/introducing-analyze/census.png",[28,10522,10524],{"id":10523},"three-report-tiers-to-match-your-needs","Three Report Tiers to Match Your Needs",[14,10526,10527],{},"Depending on how deep you want to get into the details, you can choose from three different report tiers:",[1582,10529,10531],{"id":10530},"basic-reports-the-foundation","Basic Reports: The Foundation",[14,10533,10534,10536],{},[17,10535,10376],{}," reports give you all the essential data in a clean, organized format, perfect for getting a quick snapshot of any property:",[14,10538,10539],{},"It includes:",[212,10541,10542,10545,10548,10551,10554],{},[215,10543,10544],{},"Executive Summary: Key highlights for each section at a glance",[215,10546,10547],{},"Property Value: Current assessed value, year-over-year changes, property features (type, year built, lot size), zoning designation, and renovation history",[215,10549,10550],{},"Safety: Overall crime statistics with year-over-year trends, street lighting coverage, traffic incident counts, flood risk assessment, and emergency service locations within 10 minutes",[215,10552,10553],{},"Access to Amenities: Counts of amenities accessible within 15 minutes by walking, biking, driving, and public transit, organized into categories like Essential Daily Needs, Shopping & Retail, Lifestyle & Entertainment, Recreation & Outdoors, Mobility & Transportation, and Community Services",[215,10555,10556],{},"Census & Demographics: Population density, age distribution, household composition, housing types, income levels, employment patterns, cultural makeup, and commuting modes",[14,10558,10559],{},"What you get in a Basic report:",[212,10561,10562,10565,10568,10571],{},[215,10563,10564],{},"Clear highlights calling out the most important numbers",[215,10566,10567],{},"Data tables showing exact counts and figures",[215,10569,10570],{},"Simple year-over-year comparisons",[215,10572,10573],{},"Clean presentation of facts",[14,10575,10576],{},"Basic reports provide the foundation, all the raw data you need to understand a property's characteristics. Perfect for initial research when you're evaluating multiple properties.",[1582,10578,10580],{"id":10579},"standard-reports-adding-context","Standard Reports: Adding Context",[14,10582,10583],{},"Standard reports take the same data and add the context you need to understand what the numbers really mean:",[14,10585,10586],{},"It includes everything in a Basic report, plus:",[212,10588,10589,10592,10595,10598,10601,10604],{},[215,10590,10591],{},"Comparative Analysis: How the property stacks up against neighbourhood and city averages with percentage differences clearly called out (e.g., \"This property's crime rate is 143% higher than Calgary's city average\" or \"Walking accessibility provides 24 essential services, 85% above city average\")",[215,10593,10594],{},"Trend Interpretation: What patterns in the data reveal about the property and area (e.g., \"Five-year crime trend shows 50% decline, indicating improving conditions\")",[215,10596,10597],{},"Key Insights: Bullet points highlighting the most important findings in each section",[215,10599,10600],{},"Development Pattern Analysis: Understanding what building permits and neighbourhood growth mean for future property values",[215,10602,10603],{},"Lifestyle Compatibility: How the location works for different groups (families, young professionals, retirees, etc.)",[215,10605,10606],{},"Risk Assessments: Identifying both strengths and potential concerns based on the data",[14,10608,10609],{},"What makes it different:\nInstead of just seeing \"127 incidents,\" you understand that this represents \"30.02 per 1,000 residents, 143% higher than Calgary's city average.\" Instead of just a list of amenities, you learn that \"walking provides exceptional advantage for essential daily needs with 24 services, 85% above city average.\"",[14,10611,10612],{},"Standard reports help you understand not just the numbers, but what they mean relative to other properties and neighbourhoods. Great when you're narrowing down your shortlist.",[1582,10614,10616],{"id":10615},"premium-reports-advanced-analysis-strategic-insight","Premium Reports: Advanced Analysis & Strategic Insight",[14,10618,10619],{},"Premium reports provide the comprehensive analysis and forward-looking insights you need for confident decision-making:",[14,10621,10622],{},"It includes everything in a Standard report, plus:",[212,10624,10625,10628,10631,10634,10637,10640,10643,10646],{},[215,10626,10627],{},"Executive Summaries: Professional-level overviews at the start of each section synthesizing all the key information",[215,10629,10630],{},"Investment Analysis: Detailed assessment of property's investment potential, including highest and best use recommendations, ROI projections for different strategies (renovation vs. redevelopment), and market positioning",[215,10632,10633],{},"Comprehensive Risk Assessment: Detailed evaluation of strengths and vulnerabilities across all metrics, with specific recommendations for each demographic group",[215,10635,10636],{},"Market Cycle Analysis: Understanding where the property sits in the value cycle with historical context (e.g., \"Property recovered from 2017-2022 decline, now stabilizing after 30% surge in 2023\")",[215,10638,10639],{},"Strategic Recommendations: Specific, actionable advice tailored to your situation, whether you're buying to live, invest, or develop",[215,10641,10642],{},"Lifestyle Assessment by Demographics: Detailed analysis of how the property works for families, young professionals, seniors, car-free households, and more, with ratings out of 10",[215,10644,10645],{},"Accessibility Scoring: Overall scores and component ratings showing exactly where the property excels or falls short",[215,10647,10648],{},"Future Outlook: Forward-looking analysis of what to expect over the next 12-24 months across crime trends, development activity, and market conditions",[14,10650,10651],{},"Example insights you'll get:",[212,10653,10654,10657,10660],{},[215,10655,10656],{},"\"Highest and best use analysis suggests rowhouse development maximizes property value. A 3,580 sq ft lot could accommodate 2-3 rowhouse units, potentially generating $800,000-$1,200,000 in total value\"",[215,10658,10659],{},"\"Projected 8-12% annual appreciation through 2028, driven by neighbourhood maturation, infill scarcity, and inner-city location premium\"",[215,10661,10662],{},"\"Walking accessibility exceeds active lifestyle needs with 187 total amenities (183% above city average). Overall rating for cycling enthusiasts: 10 out of 10\"",[14,10664,10665],{},"Premium reports are designed for serious home searchers who want to make data-driven decisions with confidence. Each report is structured and digestible, with sections divided logically. Charts, tables, and maps bring the data to life. Every section comes with an executive summary highlighting what stands out, then dives into the details with comparisons between your target property, the community average, and city-wide metrics.",[28,10667,10669],{"id":10668},"see-it-in-action","See It In Action",[14,10671,10672],{},[1074,10673],{"alt":10674,"src":10675},"See it in action","/images/blog/introducing-analyze/in-action.png",[14,10677,10678],{},"Want to see exactly what each report tier looks like? I've created sample reports for a property at 604 Memorial Drive NW in Sunnyside, Calgary, AB, so you can explore the differences yourself:",[212,10680,10681,10690,10699],{},[215,10682,10683,10689],{},[199,10684,10686],{"href":10685},"/report/705ccd2f-87c1-4c31-836e-6baf372a4a6c",[17,10687,10688],{},"Basic Report"," - All the essential data",[215,10691,10692,10698],{},[199,10693,10695],{"href":10694},"/report/921762f8-233e-476a-a749-b82b3b801dc0",[17,10696,10697],{},"Standard Report"," - Data plus context and comparisons",[215,10700,10701,10707],{},[199,10702,10704],{"href":10703},"/report/05602b21-937d-4960-89a3-a7eb0e3cbff3",[17,10705,10706],{},"Premium Report"," - Complete analysis with projections and recommendations",[14,10709,10710],{},"Here's a taste of what you'll find in each tier, using the same property:",[14,10712,10713,10715],{},[17,10714,10688],{}," tells you:",[11,10717,10718],{},[14,10719,10720],{},"Current property value is $565,500, which is up 3% from last year. Built in 1944 with a lot size of 3,580 ft². 11% decrease in overall crime from previous year. 9 grocery stores within 15-minute walking distance.",[14,10722,10723,10725],{},[17,10724,10697],{}," adds context:",[11,10727,10728],{},[14,10729,10730],{},"This property's current assessment is 13% above the neighbourhood average ($502,132) but 9% below the city average ($623,947). Sunnyside's overall crime rate of 30.02 per 1,000 residents is 143% higher than Calgary's city average of 12.35, though the community has achieved a remarkable 50% reduction over five years.",[14,10732,10733,10735],{},[17,10734,10706],{}," provides strategic insights:",[11,10737,10738],{},[14,10739,10740],{},"Highest and best use analysis suggests rowhouse development maximizes property value under R-CG zoning. A 3,580 sq ft lot could accommodate 2-3 rowhouse units, potentially generating $800,000-$1,200,000 in total value... Projected 8-12% annual appreciation through 2028, driven by neighbourhood maturation, infill scarcity, and inner-city location premium.",[14,10742,10743],{},"Check out the sample reports to see the full depth of analysis at each level.",[28,10745,10747],{"id":10746},"how-to-use-analyze","How to Use Analyze",[14,10749,10750],{},"Getting started with Analyze is straightforward:",[2022,10752,10753,10759,10765,10771,10777],{},[215,10754,10755,10758],{},[17,10756,10757],{},"Explore Sample Reports",": When you visit the Analyze tab, you'll see three sample reports for a single address, Basic, Standard, and Premium, so you can see exactly what information each tier provides.",[215,10760,10761,10764],{},[17,10762,10763],{},"Sign Up",": Creating reports requires a free account. You can use social logins (Google, Microsoft) or sign in with just your email using a magic link or one-time passcode.",[215,10766,10767,10770],{},[17,10768,10769],{},"Start Your Free Trial",": Sign up to get a 7-day free trial with full access, 5 reports and 50 chat messages included.",[215,10772,10773,10776],{},[17,10774,10775],{},"Create Your Reports",": Select any address, choose the metrics you care about, pick your report tier, and generate your report.",[215,10778,10779,10782],{},[17,10780,10781],{},"Track Your Usage",": A simple dashboard shows your subscription status, usage limits, and all your reports in one place.",[14,10784,10785],{},[1074,10786],{"alt":10787,"src":10788},"Dashboard showing subscription status, usage limits, and recent reports","/images/blog/introducing-analyze/dashboard.png",[28,10790,10792],{"id":10791},"subscription-plans","Subscription Plans",[14,10794,10795],{},"I've implemented a simple subscription model with three tiers designed to match different levels of home search intensity:",[14,10797,10798],{},[17,10799,10800],{},"Starter, $10/month",[212,10802,10803,10806,10809],{},[215,10804,10805],{},"Snapshot reports (raw data overview)",[215,10807,10808],{},"5 reports and 50 chat messages per month",[215,10810,10811],{},"Perfect for casual browsers",[14,10813,10814],{},[17,10815,10816],{},"HomeSeeker, $50/month",[212,10818,10819,10822,10825,10828],{},[215,10820,10821],{},"Snapshot + In-Depth reports with AI narrative",[215,10823,10824],{},"Full personalization (profile-based insights)",[215,10826,10827],{},"15 reports and 300 chat messages per month",[215,10829,10830],{},"Best for active home searchers",[14,10832,10833],{},[17,10834,10835],{},"Pro Agent, $100/month",[212,10837,10838,10841,10844,10847,10850],{},[215,10839,10840],{},"All report depths including Complete tier",[215,10842,10843],{},"Branded reports with your logo",[215,10845,10846],{},"Client sharing capabilities",[215,10848,10849],{},"50 reports and 1,000 chat messages per month",[215,10851,10852],{},"Designed for real estate professionals",[14,10854,10855],{},"All plans include annual billing with 2 months free. One report = one report regardless of how many metrics you select, keeping the pricing simple and transparent.",[28,10857,10859],{"id":10858},"my-own-experience","My Own Experience",[14,10861,10862],{},"As a beta user of the Analyze feature, I used it extensively during my own home search this year, and it fundamentally changed how I evaluated properties. Instead of manually comparing properties across spreadsheets, trying to remember which neighbourhood had better access to trails, which one had seen more development activity, which had the better safety trends, I had all that information in one structured report.",[14,10864,10865],{},"I could compare properties apples-to-apples and make decisions based on comprehensive data rather than gut feeling or incomplete information. The Premium reports, in particular, gave me insights I would never have uncovered on my own; like understanding whether a property was a better renovation candidate or redevelopment opportunity, or seeing how a neighbourhood's accessibility compared not just to the city average, but to other similar inner-city communities.",[14,10867,10868],{},"The feature saved me countless hours and gave me the confidence to make an informed decision about what is, for most of us, one of the biggest financial decisions we'll ever make.",[28,10870,4596],{"id":4595},[14,10872,10873,10874,10876],{},"After Analyze, the next module I'll be adding is ",[17,10875,767],{}," where you can pick multiple properties and generate a single report that compares them side-by-side. This will make it even easier to evaluate your shortlist and see how different options stack up.",[14,10878,10879,10880,10882],{},"Eventually, I'll add a ",[17,10881,10293],{}," module where you can have a conversation with an AI that has full context about your selected properties and all the data PickYourPlace provides. Ask questions, explore trade-offs, get personalized recommendations, all within the context of your specific search.",[14,10884,10885],{},"I'm super excited to release this new feature and to see how it helps you in your home search journey. I'll be writing more about the Analyze feature soon, including how I used it to find and purchase my new home.",[28,10887,10889],{"id":10888},"your-feedback-matters","Your Feedback Matters",[14,10891,10892],{},"I'm really looking forward to hearing from you. If you find Analyze useful, if you see opportunities for enhancement, or if there are features missing that would make your decision-making process better, please let me know. Your feedback has shaped PickYourPlace from the beginning, and it will continue to guide its evolution.",[14,10894,10895],{},"Finding the right home is one of the biggest decisions we make. My goal is to make that decision less stressful and more informed. With real data, clear insights, and tools that meet you where you are in your search process, I believe we can all make better choices about where we call home.",{"title":327,"searchDepth":328,"depth":328,"links":10897},[10898,10899,10900,10901,10907,10912,10913,10914,10915,10916,10917],{"id":10241,"depth":328,"text":10242},{"id":10251,"depth":328,"text":10252},{"id":10299,"depth":328,"text":10300},{"id":10357,"depth":328,"text":10358,"children":10902},[10903,10904,10905,10906],{"id":10364,"depth":2181,"text":10365},{"id":10407,"depth":2181,"text":10408},{"id":10446,"depth":2181,"text":10447},{"id":10485,"depth":2181,"text":10486},{"id":10523,"depth":328,"text":10524,"children":10908},[10909,10910,10911],{"id":10530,"depth":2181,"text":10531},{"id":10579,"depth":2181,"text":10580},{"id":10615,"depth":2181,"text":10616},{"id":10668,"depth":328,"text":10669},{"id":10746,"depth":328,"text":10747},{"id":10791,"depth":328,"text":10792},{"id":10858,"depth":328,"text":10859},{"id":4595,"depth":328,"text":4596},{"id":10888,"depth":328,"text":10889},"/images/blog/introducing-analyze/cover.png","2025-10-20","Discover the new Analyze feature that transforms property research with comprehensive reports, from basic data to premium insights with projections and recommendations.",{},{"title":10222,"description":10920},"blog/introducing-analyze",[4689],"MZ__wLNR_pb1__-cYGuWRqAq_uRqKsaADpdnLzjNg4g",{"id":10927,"title":10928,"author":6,"body":10929,"cover":11153,"date":11154,"description":11155,"extension":340,"featured":341,"meta":11156,"navigation":343,"path":11157,"readTime":5621,"seo":11158,"stem":11159,"tags":11160,"__hash__":11161},"blog/blog/vancouver.md","PickYourPlace Launches in Vancouver, BC",{"type":8,"value":10930,"toc":11142},[10931,10934,10937,10940,10943,10947,10950,10953,10957,10988,10994,10998,11018,11024,11028,11045,11051,11055,11078,11084,11088,11108,11112,11115,11129,11133],[14,10932,10933],{},"The story of PickYourPlace began in 2018, during my own search for a new home. Like many of you, I spent countless hours on real estate websites, scrolling through listings and trying to piece together what life would actually be like in different neighbourhoods. But something was missing.",[14,10935,10936],{},"Most platforms focused solely on interior features, such as bedrooms, bathrooms, square footage, the standard checkboxes we've all come to expect. While these details matter, they didn't answer my real questions: How safe is the neighbourhood? How long will it take to get to work? Where are the nearest schools, parks, and cafes? Some platforms tried to provide this information through vague neighbourhood ratings or complex indices, but I wanted real data to make my decision.",[14,10938,10939],{},"After purchasing my home, life got busy but I kept thinking about this idea for a few years. In 2021, I finally built the first prototype of what would become PickYourPlace. The goal was simple: to create a tool that helps you find not just a house, but a place that truly feels like home, whether you're renting or buying.",[14,10941,10942],{},"Since launching, PickYourPlace has helped thousands of users make informed housing decisions. We've had over 3,400 visitors performing more than 17,000 property searches, with momentum growing each month. In fact, February 2025 has been our busiest month yet, with users conducting over 8,700 searches. Today, I'm thrilled to announce that PickYourPlace is now available in Vancouver, BC.",[28,10944,10946],{"id":10945},"a-different-kind-of-tool","A Different Kind of Tool",[14,10948,10949],{},"So what makes PickYourPlace different? While other platforms might tell you a neighbourhood is \"good\" or \"family-friendly\", we show you exactly why. Want to know how long it takes to walk to the nearest SkyTrain station? We'll tell you down to the minute. Wondering about neighbourhood safety? We'll show you actual crime statistics, not just a vague \"safety score\". Looking for a vibrant community? We'll map out every nearby restaurant, park, and community centre.",[14,10951,10952],{},"We help you explore properties and neighbourhoods through four comprehensive lenses.",[1582,10954,10956],{"id":10955},"_1-property-value-lens","1. Property Value Lens",[212,10958,10959,10962,10965,10968,10971],{},[215,10960,10961],{},"View municipal property assessments and track how values have changed over time",[215,10963,10964],{},"Explore property details including type (detached, townhouse, etc.), age, and lot size",[215,10966,10967],{},"See renovation history and improvements made to properties",[215,10969,10970],{},"Track neighbourhood development and growth trends",[215,10972,10973,10974],{},"Filter properties by:\n",[212,10975,10976,10979,10982,10985],{},[215,10977,10978],{},"Value ranges (from affordable to luxury)",[215,10980,10981],{},"Property types (detached, duplex, townhouse, apartment)",[215,10983,10984],{},"Age (new construction to historic properties)",[215,10986,10987],{},"Lot size (compact to acreage)",[14,10989,10990],{},[1074,10991],{"alt":10992,"src":10993},"Property Value Lens","/images/blog/vancouver/property-value.png",[1582,10995,10997],{"id":10996},"_2-safety-lens","2. Safety Lens",[212,10999,11000,11003,11006,11009,11012,11015],{},[215,11001,11002],{},"Access detailed crime statistics and trends",[215,11004,11005],{},"View flood risk assessments",[215,11007,11008],{},"Check proximity to emergency services (hospitals, clinics, fire stations, police)",[215,11010,11011],{},"Analyze street lighting coverage",[215,11013,11014],{},"Explore traffic safety data for pedestrians, cyclists, and vehicles",[215,11016,11017],{},"Compare crime rates across different categories and neighbourhoods",[14,11019,11020],{},[1074,11021],{"alt":11022,"src":11023},"Safety Lens","/images/blog/vancouver/safety.png",[1582,11025,11027],{"id":11026},"_3-access-to-opportunities-lens","3. Access to Opportunities Lens",[212,11029,11030,11033,11036,11039,11042],{},[215,11031,11032],{},"Discover nearby amenities like schools, shops, recreational facilities, and restaurants",[215,11034,11035],{},"Calculate travel times by walking, cycling, driving, or public transit",[215,11037,11038],{},"View proximity to essential services",[215,11040,11041],{},"Explore trails and cycling infrastructure",[215,11043,11044],{},"Find amenities within your preferred travel time (5-30 minutes)",[14,11046,11047],{},[1074,11048],{"alt":11049,"src":11050},"Access to Opportunities Lens","/images/blog/vancouver/access.png",[1582,11052,11054],{"id":11053},"_4-census-lens","4. Census Lens",[212,11056,11057,11060,11063,11066,11069,11072,11075],{},[215,11058,11059],{},"Understand neighbourhood demographics and population trends",[215,11061,11062],{},"Explore housing statistics and trends",[215,11064,11065],{},"View economic indicators like income and employment",[215,11067,11068],{},"Discover cultural diversity and languages spoken",[215,11070,11071],{},"Analyze commuting patterns",[215,11073,11074],{},"See family sizes and household compositions",[215,11076,11077],{},"Understand education levels in the area",[14,11079,11080],{},[1074,11081],{"alt":11082,"src":11083},"Census Lens","/images/blog/vancouver/census.png",[28,11085,11087],{"id":11086},"how-to-get-started","How to Get Started",[2022,11089,11090,11096,11099,11102,11105],{},[215,11091,10180,11092],{},[199,11093,11095],{"href":11094},"/explore?region=yvr","PickYourPlace website",[215,11097,11098],{},"Enter a Vancouver address or click anywhere on the map",[215,11100,11101],{},"Explore the property and neighbourhood through our different lenses",[215,11103,11104],{},"Use our filtering tools to find properties matching your criteria",[215,11106,11107],{},"Compare different neighbourhoods based on your priorities",[28,11109,11111],{"id":11110},"why-vancouver","Why Vancouver?",[14,11113,11114],{},"Vancouver's diverse neighbourhoods, dynamic real estate market, and rich open data make it an ideal city for PickYourPlace. Whether you're new to the city or a long-time resident looking to move, our tool helps you:",[212,11116,11117,11120,11123,11126],{},[215,11118,11119],{},"Discover up-and-coming neighbourhoods",[215,11121,11122],{},"Compare different areas of the city",[215,11124,11125],{},"Make data-driven decisions about where to live",[215,11127,11128],{},"Understand neighbourhood characteristics beyond just property values",[28,11130,11132],{"id":11131},"looking-forward","Looking Forward",[14,11134,11135,11136,11141],{},"This Vancouver launch is just the beginning. We're continuously adding new features and improving our platform based on user feedback. Try out PickYourPlace and ",[199,11137,11140],{"href":11138,"rel":11139},"https://forms.gle/QQBWu1Wav9nYAzzN6",[3030],"let us know"," what you think – your input helps shape the future of the platform!",{"title":327,"searchDepth":328,"depth":328,"links":11143},[11144,11150,11151,11152],{"id":10945,"depth":328,"text":10946,"children":11145},[11146,11147,11148,11149],{"id":10955,"depth":2181,"text":10956},{"id":10996,"depth":2181,"text":10997},{"id":11026,"depth":2181,"text":11027},{"id":11053,"depth":2181,"text":11054},{"id":11086,"depth":328,"text":11087},{"id":11110,"depth":328,"text":11111},{"id":11131,"depth":328,"text":11132},"/images/blog/vancouver/cover.png","2025-02-10","PickYourPlace is now available in Vancouver, BC. Learn how our unique four-lens approach helps you find the perfect place to call home.",{},"/blog/vancouver",{"title":10928,"description":11155},"blog/vancouver",[4689],"q9uyg3VWng30dUVixqqr0FKgkk8gO_YoDZbFz8Gz6zA",{"id":11163,"title":11164,"author":6,"body":11165,"cover":11246,"date":11247,"description":11248,"extension":340,"featured":341,"meta":11249,"navigation":343,"path":6777,"readTime":11250,"seo":11251,"stem":11252,"tags":11253,"__hash__":11254},"blog/blog/2025-data-update.md","2025 Data Update",{"type":8,"value":11166,"toc":11240},[11167,11170,11173,11177,11180,11183,11194,11199,11203,11206,11213,11218,11222,11225,11231,11235],[14,11168,11169],{},"It has been a couple of weeks since the City of Calgary released the new data for 2025. We have been working hard to integrate this fresh data into our system, and we are excited to announce that it is now live on our platform. The update includes the 2025 property assessment values along with building and development permits within the property value lens. We have also updated local crime and traffic incident data with the most recent statistics for 2024 in our safety lens. Finally, our points of interest data has been refreshed with the latest information for 2025.",[14,11171,11172],{},"This means you can now explore the most up-to-date information about your neighbourhood, including the latest property values, crime rates, traffic incidents, and points of interest. Below is a breakdown of the new data.",[28,11174,11176],{"id":11175},"property-assessment-values","Property Assessment Values",[14,11178,11179],{},"We source our data from the City of Calgary's property assessment database, which represents the city's assessed value of properties for tax purposes. While assessment values don't directly reflect market values or sale prices, they serve as a useful relative metric for understanding growth patterns and value changes across different areas and property types in the city. Assessment values typically consider factors such as property characteristics, location, and general market conditions, though they may differ from actual market values due to the methodologies and timing of assessments.",[14,11181,11182],{},"The 2025 data shows an average increase of 19% in property assessments year-over-year, with over 44% of properties experiencing increases exceeding 15%. In addition:",[212,11184,11185,11188,11191],{},[215,11186,11187],{},"The largest segment (30%) of properties experienced an increase between 10-15%.",[215,11189,11190],{},"27% of properties saw an increase between 15-20%.",[215,11192,11193],{},"17% of properties experienced high increase rates exceeding 20%.",[14,11195,11196],{},[1074,11197],{"alt":3395,"src":11198},"/images/blog/2025-data-update/property-value.png",[28,11200,11202],{"id":11201},"crime-and-traffic-incident-data","Crime and Traffic Incident Data",[14,11204,11205],{},"We have updated the crime and traffic incident data to include the most recent statistics for 2024, sourced from the Calgary Police Service. This data provides insights into the safety of different neighbourhoods across the city. The crime data covers various types of criminal activities reported in the city, while the traffic incident data captures information on collisions and other traffic-related events involving vehicles, cyclists, pedestrians, and trains.",[14,11207,11208,11209,11212],{},"The updated data shows that crime rates decreased by 22% year-over-year, with a notable decline in commercial robbery incidents, we break this down by neighbourhood in our ",[199,11210,11211],{"href":2166},"2026 safety ranking",". Traffic incidents, on the other hand, increased by an average of 26%, with incidents involving trains and pedestrians rising by 97% and 51% year-over-year, respectively. Conversely, incidents involving cyclists decreased by 13% compared to the previous year.",[14,11214,11215],{},[1074,11216],{"alt":120,"src":11217},"/images/blog/2025-data-update/crime.png",[28,11219,11221],{"id":11220},"points-of-interest-data","Points of Interest Data",[14,11223,11224],{},"We have refreshed our points of interest data to include the latest information for 2025. Our database now contains approximately 300,000 data points for the City of Calgary, covering a wide range of amenities, services, and attractions. Points of interest include schools, parks, restaurants, shopping centres, recreation facilities, and more. By analyzing the distribution and proximity of these points, you can gain valuable insights into the accessibility and convenience of different neighbourhoods.",[14,11226,11227],{},[1074,11228],{"alt":11229,"src":11230},"Points of interest","/images/blog/2025-data-update/poi.png",[28,11232,11234],{"id":11233},"next-steps","Next Steps",[14,11236,11237,11239],{},[199,11238,5548],{"href":1568}," the new data on our platform to see how property assessment values, crime rates, traffic incidents, and points of interest have changed in your neighbourhood. Use our interactive maps, charts, and filters to compare different areas, track trends over time, and make informed decisions about real estate, safety, and lifestyle in Calgary. Stay tuned for more updates and new features coming soon!",{"title":327,"searchDepth":328,"depth":328,"links":11241},[11242,11243,11244,11245],{"id":11175,"depth":328,"text":11176},{"id":11201,"depth":328,"text":11202},{"id":11220,"depth":328,"text":11221},{"id":11233,"depth":328,"text":11234},"/images/blog/2025-data-update/cover.png","2025-02-04","Explore the most up-to-date information about your neighbourhood, including the latest property values, crime rates, traffic incidents, and points of interest.",{},"4 min read",{"title":11164,"description":11248},"blog/2025-data-update",[351],"1eNGzcmMqidnyvLag5BHIGAeu0VF8S-N_ZUCXJ_PgsY",{"id":11256,"title":11257,"author":6,"body":11258,"cover":11600,"date":11601,"description":11602,"extension":340,"featured":341,"meta":11603,"navigation":343,"path":6815,"readTime":345,"seo":11604,"stem":11605,"tags":11606,"__hash__":11607},"blog/blog/census.md","Explore Census Data on PickYourPlace",{"type":8,"value":11259,"toc":11588},[11260,11263,11266,11270,11277,11280,11306,11309,11312,11344,11350,11353,11356,11411,11417,11420,11423,11461,11467,11470,11473,11511,11517,11520,11523,11537,11543,11547,11550,11553,11571,11574,11577,11580],[14,11261,11262],{},"Finding the right home isn’t just about four walls and a roof, it’s about the community you’ll be part of once you move in. Census data plays a vital role in helping us understand the social, economic, cultural, and demographic makeup of neighbourhoods across the city. It offers insights that go far beyond property values, letting you see the real character and lifestyle of the places you’re considering.",[14,11264,11265],{},"At its core, census data helps you discover whether a neighbourhood aligns with your personal preferences, whether you prioritize a certain age demographic, cultural community, income level, or style of living. For example, some might look for areas with a high proportion of families with children, while others might want a neighbourhood that reflects a particular ethnic background or language community. By understanding these trends, you can narrow your search to neighbourhoods where you’ll feel most at home.",[28,11267,11269],{"id":11268},"introducing-the-census-lens","Introducing the Census Lens",[14,11271,11272,11273,11276],{},"We’ve integrated 2021 census data from Statistics Canada into PickYourPlace to give you richer, more detailed insights into the neighbourhoods you’re exploring. When you select a property, our \"Census\" lens presents data for the relevant ",[588,11274,11275],{},"dissemination area",", the smallest geographic unit for which Statistics Canada releases census data, so you can be sure these insights are specific to the local community.",[14,11278,11279],{},"Within the Census lens, you’ll find information in five main categories:",[2022,11281,11282,11286,11291,11296,11301],{},[215,11283,11284],{},[17,11285,633],{},[215,11287,11288],{},[17,11289,11290],{},"Housing",[215,11292,11293],{},[17,11294,11295],{},"Economics",[215,11297,11298],{},[17,11299,11300],{},"Culture",[215,11302,11303],{},[17,11304,11305],{},"Commute to Work",[1582,11307,633],{"id":11308},"demographics",[14,11310,11311],{},"This category provides a snapshot of the people who live in the selected dissemination area:",[212,11313,11314,11320,11326,11332,11338],{},[215,11315,11316,11319],{},[17,11317,11318],{},"Population and density",": Shows the total population and how densely populated the area is (people per square kilometre).",[215,11321,11322,11325],{},[17,11323,11324],{},"Age distribution",": Breaks down the population by age groups (e.g., 0–14 years, 15–64 years, 65+), highlighting the most common group.",[215,11327,11328,11331],{},[17,11329,11330],{},"Average age",": Gives you a quick sense of the average resident’s age.",[215,11333,11334,11337],{},[17,11335,11336],{},"Marital status",": Displays percentages of those who are married, common-law, never married, separated, divorced, or widowed.",[215,11339,11340,11343],{},[17,11341,11342],{},"Family size",": Indicates the most common household size (e.g., 2-person households) and shows the average number of children per family with children.",[14,11345,11346],{},[1074,11347],{"alt":11348,"src":11349},"Census Demographics","/images/blog/census/census-demographics.png",[1582,11351,11290],{"id":11352},"housing",[14,11354,11355],{},"This category provides insights into the local housing market:",[212,11357,11358,11364,11370,11376,11382,11388,11394,11400,11406],{},[215,11359,11360,11363],{},[17,11361,11362],{},"Total housing units",": Shows how many residential units exist in that dissemination area.",[215,11365,11366,11369],{},[17,11367,11368],{},"Average housing value",": Provides a rough estimate of typical property values.",[215,11371,11372,11375],{},[17,11373,11374],{},"Costs of ownership and renting",": Shows average monthly costs for both owning and renting.",[215,11377,11378,11381],{},[17,11379,11380],{},"Common housing type",": Breaks down the share of single-detached homes, semi-detached, apartments, row houses, and more.",[215,11383,11384,11387],{},[17,11385,11386],{},"Ownership rate",": Indicates the percentage of owner-occupied vs. renter-occupied homes.",[215,11389,11390,11393],{},[17,11391,11392],{},"Construction year distribution",": Reveals when most homes were built (e.g., 1961–1980).",[215,11395,11396,11399],{},[17,11397,11398],{},"Number of bedrooms",": Highlights the most common number of bedrooms (e.g., 4 or more).",[215,11401,11402,11405],{},[17,11403,11404],{},"Household type",": Shows whether households are one-family, multigenerational, non-family, single-person, etc.",[215,11407,11408,11410],{},[17,11409,1910],{},": Displays how many people typically share a household.",[14,11412,11413],{},[1074,11414],{"alt":11415,"src":11416},"Census Housing","/images/blog/census/census-housing.png",[1582,11418,11295],{"id":11419},"economics",[14,11421,11422],{},"This category offers a snapshot of residents’ earnings and economic factors:",[212,11424,11425,11431,11437,11443,11449,11455],{},[215,11426,11427,11430],{},[17,11428,11429],{},"Median income",": Offers an overview of residents’ typical earnings in the area.",[215,11432,11433,11436],{},[17,11434,11435],{},"Income equality",": Uses Statistics Canada’s Gini Index to classify the area as having low, moderate, or high income equality.",[215,11438,11439,11442],{},[17,11440,11441],{},"Income group distribution",": Breaks down the share of households earning under $50K, $50K–$100K, $100K–$150K, $150K–$200K, or over $200K.",[215,11444,11445,11448],{},[17,11446,11447],{},"Common occupations",": Shows the most prevalent job sectors (e.g., natural and applied sciences, education, sales and service).",[215,11450,11451,11454],{},[17,11452,11453],{},"Unemployment rate",": Indicates the percentage of people who are unemployed in that area.",[215,11456,11457,11460],{},[17,11458,11459],{},"Education levels",": Displays the distribution of education, from no formal schooling up to postgraduate degrees.",[14,11462,11463],{},[1074,11464],{"alt":11465,"src":11466},"Census Economics","/images/blog/census/census-economics.png",[1582,11468,11300],{"id":11469},"culture",[14,11471,11472],{},"This category provides insights into the area’s cultural diversity:",[212,11474,11475,11481,11487,11493,11499,11505],{},[215,11476,11477,11480],{},[17,11478,11479],{},"Immigration status",": Tells you what percentage of residents are immigrants.",[215,11482,11483,11486],{},[17,11484,11485],{},"Immigrant generation status",": Breaks down whether residents are first, second, or third-plus generation Canadians.",[215,11488,11489,11492],{},[17,11490,11491],{},"Citizenship status",": Shows the percentage of the population that holds Canadian citizenship.",[215,11494,11495,11498],{},[17,11496,11497],{},"Common ethnicity",": Highlights the most commonly reported ethnic backgrounds (e.g., Scottish, English, Chinese).",[215,11500,11501,11504],{},[17,11502,11503],{},"Mother tongue",": Displays which languages are most often spoken at home (e.g., English, Urdu, Mandarin).",[215,11506,11507,11510],{},[17,11508,11509],{},"Religion",": Shows the distribution of religious affiliations in the area (e.g., Christianity, Secularism).",[14,11512,11513],{},[1074,11514],{"alt":11515,"src":11516},"Census Culture","/images/blog/census/census-culture.png",[1582,11518,11305],{"id":11519},"commute-to-work",[14,11521,11522],{},"This category provides insights into residents’ commuting habits:",[212,11524,11525,11531],{},[215,11526,11527,11530],{},[17,11528,11529],{},"Common mode of transportation",": Shows how most people in the area get to work, by car, truck, or van, or via other methods (e.g., walking, cycling, public transit).",[215,11532,11533,11536],{},[17,11534,11535],{},"Common commute time",": Breaks down typical travel times, such as less than 15 minutes, 15–29 minutes, and so on.",[14,11538,11539],{},[1074,11540],{"alt":11541,"src":11542},"Census Commute to Work","/images/blog/census/census-commute.png",[28,11544,11546],{"id":11545},"why-it-matters","Why It Matters",[14,11548,11549],{},"Having census data at your fingertips means you’re no longer guessing about whether a neighbourhood \"feels right\". Instead, you can explore social and demographic factors, like family size, cultural diversity, income equality, and occupation trends, to see if a community aligns with your lifestyle and values. This is especially useful if you’re new to a city, moving from another province, or simply need a reliable snapshot of your future neighbourhood. After all, who lives in a neighbourhood can be just as important as its property values or commute times.",[14,11551,11552],{},"Here are a few ways our new Census lens can help:",[212,11554,11555,11560,11565],{},[215,11556,11557,11559],{},[17,11558,4057],{},": If you’re moving from another city or province (for example, Ontario or B.C. to Calgary), you can quickly gauge whether the neighbourhood fits your preferences for cultural diversity, age demographics, or the local housing market.",[215,11561,11562,11564],{},[17,11563,2124],{},": Some people might be looking for areas with a specific community presence or a common language. Others might focus on income equality or the occupations commonly found there.",[215,11566,11567,11570],{},[17,11568,11569],{},"Informed decisions",": By combining demographics with our other lenses, \"Property Value\", \"Safety\", and \"Access\", you get a well-rounded view of what living in a neighbourhood really looks like.",[14,11572,11573],{},"With these insights, you’ll be better equipped to choose a community that feels like home, one where you’ll feel comfortable and supported in the long run.",[1582,11575,11576],{"id":4595},"What’s Next",[14,11578,11579],{},"At PickYourPlace, our goal is to provide a comprehensive tool that goes beyond the usual property search. We hope the new Census lens will empower you to make decisions you feel confident about, because choosing a home isn’t just about the building, it’s about the community you become a part of.",[14,11581,11582,11583,11587],{},"As always, we welcome your feedback. ",[199,11584,11586],{"href":11138,"rel":11585},[3030],"Let us know"," what you think of the Census lens, and stay tuned for more updates as we continue to evolve PickYourPlace.",{"title":327,"searchDepth":328,"depth":328,"links":11589},[11590,11597],{"id":11268,"depth":328,"text":11269,"children":11591},[11592,11593,11594,11595,11596],{"id":11308,"depth":2181,"text":633},{"id":11352,"depth":2181,"text":11290},{"id":11419,"depth":2181,"text":11295},{"id":11469,"depth":2181,"text":11300},{"id":11519,"depth":2181,"text":11305},{"id":11545,"depth":328,"text":11546,"children":11598},[11599],{"id":4595,"depth":2181,"text":11576},"/images/blog/census/cover.png","2025-01-14","Discover the social, economic, cultural, and demographic makeup of neighbourhoods with our new Census lens. Learn how this feature can help you make more informed decisions when choosing a home.",{},{"title":11257,"description":11602},"blog/census",[351],"qM2w5Ebu__wA9otuzebUqy0xbzGKsK4vmrV-c_P-EGs",{"id":11609,"title":11610,"author":6,"body":11611,"cover":11749,"date":11750,"description":11751,"extension":340,"featured":341,"meta":11752,"navigation":343,"path":11753,"readTime":11250,"seo":11754,"stem":11755,"tags":11756,"__hash__":11757},"blog/blog/property-renovations-neighborhood-development.md","PickYourPlace Now Tracks Property Renovations and Neighbourhood Development",{"type":8,"value":11612,"toc":11741},[11613,11616,11620,11623,11655,11661,11665,11669,11672,11686,11689,11695,11699,11702,11722,11725,11731,11735],[14,11614,11615],{},"If you’re on the hunt for a new place to call home, whether you’re renting or buying, you know how important it is to make an informed decision. That’s why we created PickYourPlace, a tool that helps you evaluate prospective neighbourhoods and properties through three critical lenses: \"property value\", \"safety\", and \"accessibility\". Today, we’re excited to announce some brand-new features that make our property value lens even more powerful and comprehensive.",[28,11617,11619],{"id":11618},"whats-in-the-property-value-lens","What’s in the property value lens?",[14,11621,11622],{},"Before diving into the latest additions, here’s a quick overview of what our property value lens has offered so far:",[2022,11624,11625,11631,11637,11643,11649],{},[215,11626,11627,11630],{},[17,11628,11629],{},"Assessed value from municipalities",": We pull the official assessments from local government sources to give you a starting point for how much a property is worth.",[215,11632,11633,11636],{},[17,11634,11635],{},"Historical value trends",": Get a better sense of the property’s financial trajectory. We chart the ups and downs in assessed value going back to the early 2000s.",[215,11638,11639,11642],{},[17,11640,11641],{},"Property type",": Different types of homes, such as single-family detached houses, apartments, or townhouses, have unique value trends and resale potentials.",[215,11644,11645,11648],{},[17,11646,11647],{},"Year built",": An older property might have charm, but also higher maintenance needs. A newer property might be more energy-efficient or structurally updated.",[215,11650,11651,11654],{},[17,11652,11653],{},"Lot size & land use",": Large lots often command a premium, while zoning and land use can impact property value long term.",[14,11656,11657],{},[1074,11658],{"alt":11659,"src":11660},"PickYourPlace Property Value Lens, Before","/images/blog/property-renovations-neighborhood-development/property-value-lens-before.png",[28,11662,11664],{"id":11663},"whats-new","What’s new?",[1582,11666,11668],{"id":11667},"_1-developments-and-renovations-on-the-property","1. Developments and renovations on the property",[14,11670,11671],{},"We know that a property’s true worth goes beyond just its square footage and historical value. Major renovations or upgrades can significantly boost the desirability and market value of a home. That’s why we’ve introduced a new feature that lets you see a detailed list of improvements done on the property:",[212,11673,11674,11680],{},[215,11675,11676,11679],{},[17,11677,11678],{},"Year & month of each renovation",": Quickly understand the timeline of enhancements, maybe it’s a brand-new kitchen from last year or a recently finished basement from two years ago.",[215,11681,11682,11685],{},[17,11683,11684],{},"Cost of each renovation",": Sometimes, big-ticket upgrades like a new roof or a complete bathroom remodel can indicate that the home is well-maintained and likely to increase in value over time.",[14,11687,11688],{},"This renovation history empowers you to gauge how much time, effort, and resources have been invested into the property, helping you determine if you’d prefer a move-in-ready place or a fixer-upper with potential.",[14,11690,11691],{},[1074,11692],{"alt":11693,"src":11694},"PickYourPlace Property Value Lens, renovations on the property","/images/blog/property-renovations-neighborhood-development/property-value-lens-renovations.png",[1582,11696,11698],{"id":11697},"_2-developments-in-the-neighbourhood","2. Developments in the neighbourhood",[14,11700,11701],{},"Just as critical as the home’s individual history is the community it belongs to. A neighbourhood that’s rapidly growing can be a sign of rising property values and vibrant local amenities. Our second new feature focuses on future neighbourhood developments, based on building permits issued by local authorities:",[212,11703,11704,11710,11716],{},[215,11705,11706,11709],{},[17,11707,11708],{},"Projected future growth",": We provide data on the number of upcoming builds starting next year, so you can gauge long-term community development trends.",[215,11711,11712,11715],{},[17,11713,11714],{},"Growth from this year",": A neighbourhood that’s steadily adding new homes and facilities is likely to have a flourishing local economy and rising property values.",[215,11717,11718,11721],{},[17,11719,11720],{},"Growth rate per 1,000 residents",": This metric allows you to see how big an impact these new developments have relative to the size of the community, giving you a sense of whether the neighbourhood is on track for robust expansion or steady growth.",[14,11723,11724],{},"With these insights, you’ll know if you’re investing in a community on the rise or one that may be leveling off in terms of development.",[14,11726,11727],{},[1074,11728],{"alt":11729,"src":11730},"PickYourPlace Property Value Lens, neighbourhood developments","/images/blog/property-renovations-neighborhood-development/property-value-lens-developments.png",[28,11732,11734],{"id":11733},"ready-to-explore-your-next-home","Ready to explore your next home?",[14,11736,11737,11738,11740],{},"The perfect home isn’t just about four walls; it’s about finding a place that grows with you. Our mission at PickYourPlace is to help you find that home by making objective decisions simpler and clearer. If you haven’t tried our tool yet, there’s no better time to start. ",[199,11739,5548],{"href":1568}," properties and neighbourhoods through our three lenses, and discover for yourself how these latest features can guide you toward the right home, in the right community, at the right time.",{"title":327,"searchDepth":328,"depth":328,"links":11742},[11743,11744,11748],{"id":11618,"depth":328,"text":11619},{"id":11663,"depth":328,"text":11664,"children":11745},[11746,11747],{"id":11667,"depth":2181,"text":11668},{"id":11697,"depth":2181,"text":11698},{"id":11733,"depth":328,"text":11734},"/images/blog/property-renovations-neighborhood-development/cover.png","2025-01-08",null,{},"/blog/property-renovations-neighborhood-development",{"title":11610,"description":11751},"blog/property-renovations-neighborhood-development",[4689],"OBZLp-If__SRybPHAXriqFjgF7VE-EKhA-cAqojbUTs",{"id":11759,"title":11760,"author":6,"body":11761,"cover":11889,"date":11890,"description":11891,"extension":340,"featured":341,"meta":11892,"navigation":343,"path":2413,"readTime":5621,"seo":11893,"stem":11894,"tags":11895,"__hash__":11896},"blog/blog/enhancing-safety-insights.md","Explore Local Crime, Street Lighting, and Traffic Safety with New Metrics",{"type":8,"value":11762,"toc":11882},[11763,11766,11770,11773,11784,11790,11794,11797,11811,11814,11819,11823,11826,11854,11859,11863,11873,11875],[14,11764,11765],{},"When searching for a new place to live, safety consistently ranks as one of the top priorities for individuals and families alike. Whether walking home at night, letting your children play outside, or commuting by bike, feeling secure in your neighbourhood is essential to your quality of life. That's why I'm excited to announce a significant update to PickYourPlace, introducing new safety metrics that will help you make more confident decisions about your next neighbourhood.",[28,11767,11769],{"id":11768},"enhanced-crime-rate-visualization","Enhanced Crime Rate Visualization",[14,11771,11772],{},"Understanding crime patterns over time is crucial for community safety assessment. Our new interactive chart breaks down historical crime rates by category, allowing you to:",[212,11774,11775,11778,11781],{},[215,11776,11777],{},"Track trends across different types of crimes",[215,11779,11780],{},"Compare crime rates between communities",[215,11782,11783],{},"Identify seasonal patterns and long-term trends",[14,11785,11786],{},[1074,11787],{"alt":11788,"src":11789},"Crime Rate Visualization","/images/blog/enhancing-safety-insights/crime-example.png",[28,11791,11793],{"id":11792},"street-lighting-coverage","Street Lighting Coverage",[14,11795,11796],{},"Infrastructure plays a vital role in community safety, and proper street lighting is key. Our new street lighting feature provides:",[212,11798,11799,11802,11805,11808],{},[215,11800,11801],{},"Detailed mapping of all street lighting units across Calgary",[215,11803,11804],{},"Coverage analysis for each community",[215,11806,11807],{},"Luminosity indicators using an intuitive colour-coding system (red to yellow)",[215,11809,11810],{},"Real-time insights into lighting infrastructure quality",[14,11812,11813],{},"The luminosity mapping helps you quickly identify areas with high (yellow), medium, and low (red) lighting coverage, giving you a clear picture of nighttime safety in different neighbourhoods.",[14,11815,11816],{},[1074,11817],{"alt":11793,"src":11818},"/images/blog/enhancing-safety-insights/street-lighting-example.png",[28,11820,11822],{"id":11821},"traffic-safety-analysis","Traffic Safety Analysis",[14,11824,11825],{},"Understanding traffic safety is crucial for everyone, whether you're a driver, pedestrian, or cyclist. Our new traffic incident metric offers:",[212,11827,11828,11845,11848,11851],{},[215,11829,11830,11831],{},"Comprehensive incident data involving various road users:\n",[212,11832,11833,11836,11839,11842],{},[215,11834,11835],{},"Pedestrians",[215,11837,11838],{},"Cyclists",[215,11840,11841],{},"Vehicles",[215,11843,11844],{},"Train-related incidents",[215,11846,11847],{},"Historical trend analysis showing safety improvements or areas of concern",[215,11849,11850],{},"Year-over-year comparisons of incident rates",[215,11852,11853],{},"Community-specific safety trends",[14,11855,11856],{},[1074,11857],{"alt":11822,"src":11858},"/images/blog/enhancing-safety-insights/traffic-safety-example.png",[28,11860,11862],{"id":11861},"why-these-updates-matter","Why These Updates Matter",[14,11864,11865,11866,11869,11870,203],{},"These new features transform PickYourPlace into an even more powerful tool for making informed housing decisions. Combining crime statistics, infrastructure quality, and traffic safety data gives you a holistic view of community safety, see how these metrics come together in our ",[199,11867,11868],{"href":2157},"analysis of Beltline's safety data",". Whether you're a family looking for a safe neighbourhood, a cyclist concerned about road safety, or someone who frequently walks at night, these new metrics provide valuable insights for your decision-making process. For a look at how these data points play out across Calgary's communities, see our ",[199,11871,11872],{"href":2166},"data-backed ranking of the safest neighbourhoods in Calgary for 2026",[28,11874,4596],{"id":4595},[14,11876,11877,11878,11881],{},"We're committed to continuing to enhance PickYourPlace with features that matter to our users. ",[199,11879,11586],{"href":11138,"rel":11880},[3030]," what you think and what you want to see next!",{"title":327,"searchDepth":328,"depth":328,"links":11883},[11884,11885,11886,11887,11888],{"id":11768,"depth":328,"text":11769},{"id":11792,"depth":328,"text":11793},{"id":11821,"depth":328,"text":11822},{"id":11861,"depth":328,"text":11862},{"id":4595,"depth":328,"text":4596},"/images/blog/enhancing-safety-insights/cover.png","2024-12-17","Discover how our new safety metrics help you make informed decisions about your next home with detailed crime data, street lighting coverage, and traffic incident analysis.",{},{"title":11760,"description":11891},"blog/enhancing-safety-insights",[351],"rS38m-Px6Ws6mjxrOfu_qtFSh-yUz31nnvg9NW7J-9E",{"id":11898,"title":11899,"author":6,"body":11900,"cover":12297,"date":12298,"description":12299,"extension":340,"featured":341,"meta":12300,"navigation":343,"path":12301,"readTime":5621,"seo":12302,"stem":12303,"tags":12304,"__hash__":12305},"blog/blog/poi-data-enhancement.md","Enhancing Accessibility Metrics with Better Data",{"type":8,"value":11901,"toc":12290},[11902,11905,11909,11912,11917,11920,11924,11927,11958,11961,12196,12199,12203,12212,12223,12227,12241,12260,12262,12265,12279,12282],[14,11903,11904],{},"Data quality is crucial when evaluating a property's access to opportunities and amenities. Recently, we've significantly improved our underlying data to address crucial user feedback about Points of Interest (POI) completeness.",[28,11906,11908],{"id":11907},"the-feedback","The Feedback",[14,11910,11911],{},"One of our users pointed out a discrepancy in our data:",[11,11913,11914],{},[14,11915,11916],{},"It only shows 1 restaurant within a 15 minute walk of our place yet there are another 9 that are closer.",[14,11918,11919],{},"This feedback highlighted a critical gap in our POI coverage. While our previous system captured many POIs, we realized the need for a more structured and comprehensive categorization system.",[28,11921,11923],{"id":11922},"what-changed","What Changed?",[14,11925,11926],{},"Looking at the before and after snapshots of our metrics for \"604 Memorial Drive NW\", you can see the change in how we present POI data.",[11928,11929,11936,11937,11936,11950],"div",{"className":11930},[11931,11932,11933,11934,11935],"flex","flex-col","sm:flex-row","gap-5","not-prose","\n    ",[11928,11938,11941,11942,11936],{"className":11939},[11940],"sm:w-1/2","\n      ",[1074,11943],{"src":11944,"alt":11945,"className":11946},"/images/blog/poi-data-enhancement/before.png","Before",[11947,11948,11949],"w-full","h-auto","object-contain",[11928,11951,11941,11953,11936],{"className":11952},[11940],[1074,11954],{"src":11955,"alt":11956,"className":11957},"/images/blog/poi-data-enhancement/after.png","After",[11947,11948,11949],[14,11959,11960],{},"The table below summarizes the key changes.",[11928,11962,11967,12041],{"className":11963},[11964,11965,11966,11934,11947],"grid","sm:grid-cols-2","grid-cols-1",[11928,11968,11970],{"className":11969},[11947],[36,11971,11972,11981],{},[39,11973,11974],{},[42,11975,11976,11978],{},[45,11977,1692],{},[45,11979,11980],{},"Count",[52,11982,11983,11992,12002,12012,12021,12031],{},[42,11984,11985,11989],{},[57,11986,11987],{},[17,11988,3413],{},[57,11990,11991],{},"1 location",[42,11993,11994,11999],{},[57,11995,11996],{},[17,11997,11998],{},"Recreation Facilities",[57,12000,12001],{},"11 locations",[42,12003,12004,12009],{},[57,12005,12006],{},[17,12007,12008],{},"Shopping",[57,12010,12011],{},"24 locations",[42,12013,12014,12019],{},[57,12015,12016],{},[17,12017,12018],{},"Entertainment",[57,12020,11991],{},[42,12022,12023,12028],{},[57,12024,12025],{},[17,12026,12027],{},"Restaurants & Cafes",[57,12029,12030],{},"27 locations",[42,12032,12033,12038],{},[57,12034,12035],{},[17,12036,12037],{},"Public Transit",[57,12039,12040],{},"28 locations",[11928,12042,12044],{"className":12043},[11947],[36,12045,12046,12057],{},[39,12047,12048],{},[42,12049,12050,12052,12055],{},[45,12051,1692],{},[45,12053,12054],{},"Subcategory",[45,12056,11980],{},[52,12058,12059,12072,12082,12092,12104,12113,12124,12132,12144,12154,12165,12175,12186],{},[42,12060,12061,12066,12069],{},[57,12062,12063],{},[17,12064,12065],{},"Essential Daily Needs",[57,12067,12068],{},"Health & Personal Care",[57,12070,12071],{},"12 locations",[42,12073,12074,12076,12079],{},[57,12075],{},[57,12077,12078],{},"Food & Groceries",[57,12080,12081],{},"8 locations",[42,12083,12084,12086,12089],{},[57,12085],{},[57,12087,12088],{},"Banking & Financial",[57,12090,12091],{},"2 locations",[42,12093,12094,12098,12101],{},[57,12095,12096],{},[17,12097,12008],{},[57,12099,12100],{},"Retail Shops",[57,12102,12103],{},"7 locations",[42,12105,12106,12108,12111],{},[57,12107],{},[57,12109,12110],{},"Pet Care & Services",[57,12112,12091],{},[42,12114,12115,12119,12121],{},[57,12116,12117],{},[17,12118,9108],{},[57,12120,12027],{},[57,12122,12123],{},"36 locations",[42,12125,12126,12128,12130],{},[57,12127],{},[57,12129,12018],{},[57,12131,11991],{},[42,12133,12134,12139,12141],{},[57,12135,12136],{},[17,12137,12138],{},"Recreation & Outdoors",[57,12140,11998],{},[57,12142,12143],{},"26 locations",[42,12145,12146,12148,12151],{},[57,12147],{},[57,12149,12150],{},"Walking & Cycling Trails",[57,12152,12153],{},"45 km",[42,12155,12156,12161,12163],{},[57,12157,12158],{},[17,12159,12160],{},"Mobility",[57,12162,12037],{},[57,12164,12040],{},[42,12166,12167,12169,12172],{},[57,12168],{},[57,12170,12171],{},"Vehicle Services",[57,12173,12174],{},"67 locations",[42,12176,12177,12182,12184],{},[57,12178,12179],{},[17,12180,12181],{},"Community & Learning",[57,12183,3413],{},[57,12185,11991],{},[42,12187,12188,12190,12193],{},[57,12189],{},[57,12191,12192],{},"Community Resources",[57,12194,12195],{},"3 locations",[14,12197,12198],{},"The reorganization provides better context and more detailed breakdowns of available amenities. For example, while we previously showed \"Shopping\" as a single category, we now break this down into specific subcategories like \"Health & Personal Care\", \"Food & Groceries\", \"Retail Shops\", and \"Pet Care & Services\", giving you more meaningful information about what's available nearby.",[28,12200,12202],{"id":12201},"data-sources","Data Sources",[14,12204,12205,12206,12211],{},"We use ",[199,12207,12210],{"href":12208,"rel":12209},"https://openstreetmap.org/",[3030],"OpenStreetMap (OSM)"," as our primary data source and conflate it with official sources including federal, provincial, and municipal datasets. This combination ensures comprehensive and accurate coverage.\nOSM's community-driven approach offers several unique advantages:",[212,12213,12214,12217,12220],{},[215,12215,12216],{},"Real-time Updates: Community members continuously update and add new data.",[215,12218,12219],{},"Local Knowledge: Contributors provide detailed, ground-truth information about their areas",[215,12221,12222],{},"Quality Control: The community feedback loop helps maintain data accuracy",[28,12224,12226],{"id":12225},"alternative-data-sources","Alternative Data Sources",[14,12228,12229,12230,3595,12235,12240],{},"We explored newer datasets like the ",[199,12231,12234],{"href":12232,"rel":12233},"https://docs.overturemaps.org/guides/places/",[3030],"Overture Map Foundation's",[199,12236,12239],{"href":12237,"rel":12238},"https://docs.foursquare.com/data-products/docs/fsq-places-open-source",[3030],"Foursquare's"," open places datasets but found OSM better suited for our current needs. While both initiatives show promise, they're still developing:",[212,12242,12243,12252],{},[215,12244,12245,12246,12251],{},"Foursquare data shows ",[199,12247,12250],{"href":12248,"rel":12249},"https://www.linkedin.com/feed/update/urn:li:ugcPost:7265618614706155520?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7265618614706155520%2C7272361739327791104%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287272361739327791104%2Curn%3Ali%3AugcPost%3A7265618614706155520%29",[3030],"coverage gaps"," in many areas",[215,12253,12254,12255],{},"Overture Maps Foundation's places data remains in ",[199,12256,12259],{"href":12257,"rel":12258},"https://www.echo-analytics.com/blog/analyzing-overture-maps-foundations-places-data",[3030],"the early stages",[28,12261,11132],{"id":11131},[14,12263,12264],{},"This update significantly improves how we present location-based amenities and opportunities. The new hierarchical system provides more detailed insights about what's available near a property, helping you make better-informed decisions. Key improvements include:",[212,12266,12267,12270,12273,12276],{},[215,12268,12269],{},"Detailed categorization showing the variety of nearby services",[215,12271,12272],{},"Logical grouping of related amenities",[215,12274,12275],{},"New metrics like banking services, pet care and services, vehicle services, and walking and cycling trails",[215,12277,12278],{},"Expanded coverage of restaurants, shops, and recreation facilities",[14,12280,12281],{},"We'll continue evaluating new data sources as they mature, ensuring you have access to the most comprehensive information possible. The combination of OpenStreetMap, official data sources, and our improved categorization system delivers the reliable insights you need.",[14,12283,12284,12285,12289],{},"Your feedback helps us identify opportunities for improvement - ",[199,12286,12288],{"href":11138,"rel":12287},[3030],"keep it coming","!",{"title":327,"searchDepth":328,"depth":328,"links":12291},[12292,12293,12294,12295,12296],{"id":11907,"depth":328,"text":11908},{"id":11922,"depth":328,"text":11923},{"id":12201,"depth":328,"text":12202},{"id":12225,"depth":328,"text":12226},{"id":11131,"depth":328,"text":11132},"/images/blog/poi-data-enhancement/cover.png","2024-12-11","Learn how we improved our Points of Interest (POI) data to provide more accurate and comprehensive accessibility metrics.",{},"/blog/poi-data-enhancement",{"title":11899,"description":12299},"blog/poi-data-enhancement",[351],"7_erRmVWiARfbZKuIdUnCfXEOA3AtpmQiE3-nTkhGXA",{"id":12307,"title":12308,"author":6,"body":12309,"cover":12479,"date":12480,"description":12481,"extension":340,"featured":341,"meta":12482,"navigation":343,"path":12483,"readTime":345,"seo":12484,"stem":12485,"tags":12486,"__hash__":12487},"blog/blog/property-filtering-and-neighborhood-analysis.md","Two Ways to Pick Your Place: Property Features & Neighbourhood Analysis",{"type":8,"value":12310,"toc":12472},[12311,12314,12318,12321,12335,12339,12347,12361,12364,12370,12373,12379,12383,12392,12397,12400,12403,12417,12437,12443,12446,12450,12453,12461,12464],[14,12312,12313],{},"Over the past few weeks, I've been focused on enhancing PickYourPlace's filtering capabilities. My goal was simple: help you find your ideal home by building powerful yet intuitive filtering tools, guided by two key principles: performance and ease of use. I wanted most operations to happen right in your browser while keeping the interface straightforward and logical.",[28,12315,12317],{"id":12316},"the-two-part-filtering-approach","The Two-Part Filtering Approach",[14,12319,12320],{},"I approached filtering with a clear distinction between two types of characteristics:",[2022,12322,12323,12329],{},[215,12324,12325,12328],{},[17,12326,12327],{},"Direct Property Features",": Things inherent to the property itself, like value, size, type, and age",[215,12330,12331,12334],{},[17,12332,12333],{},"Contextual Metrics",": Broader factors that influence quality of life, such as safety and accessibility",[1582,12336,12338],{"id":12337},"property-based-filtering","Property-Based Filtering",[14,12340,12341,12342,12346],{},"Two weeks ago, I ",[199,12343,12345],{"href":12344},"/blog/introducing-filtering","introduced the first part"," of this system – a comprehensive property filtering tool. This allows you to filter properties based on:",[212,12348,12349,12352,12355,12358],{},[215,12350,12351],{},"Assessed value: from affordable to ultra-luxury",[215,12353,12354],{},"Property type: detached, duplex, townhouse, apartment",[215,12356,12357],{},"Age: from new construction to historic properties",[215,12359,12360],{},"Lot size: from compact to acreage",[14,12362,12363],{},"When you set these criteria, the map immediately updates to show only matching properties. For instance, you might look for mid-range ($600K-1M) detached properties built in the last 6-15 years in NW Calgary.",[14,12365,12366],{},[1074,12367],{"alt":12368,"src":12369},"Property filtering interface showing filter options","/images/blog/property-filtering-and-neighborhood-analysis/property-filtering-example-ui.png",[14,12371,12372],{},"This view reveals matching properties across various communities, from Tuscany to Rocky Ridge, Royal Oak, and extending to Carrington and Panorama Hills.",[14,12374,12375],{},[1074,12376],{"alt":12377,"src":12378},"Map view displaying filtered property results","/images/blog/property-filtering-and-neighborhood-analysis/property-filtering-example-map.png",[1582,12380,12382],{"id":12381},"neighbourhood-analysis-tools","Neighbourhood Analysis Tools",[14,12384,12385,12386,12391],{},"Today, I'm excited to introduce the second part of our filtering system – neighbourhood analysis tools. This feature was inspired by user feedback, including ",[199,12387,12390],{"href":12388,"rel":12389},"https://www.reddit.com/r/Calgary/comments/1fveetv/comment/lq6g0rt",[3030],"a Reddit comment"," requesting more granular crime type filtering:",[14,12393,12394],{},[588,12395,12396],{},"\"It would be great to further filter crime types. Theft from vehicles might not be as alarming as a high rate of assault, for example.\"",[14,12398,12399],{},"Instead of simply filtering out neighbourhoods, these tools let you explore different scenarios and compare metrics across communities. Here's how it works:",[14,12401,12402],{},"When you select a property – let's say 197 TUSCANY RIDGE CIRCLE NW – you can:",[2022,12404,12405,12411],{},[215,12406,12407,12410],{},[17,12408,12409],{},"Analyze Safety",": Compare crime rates across different categories, for example assault and residential break and enter, among all communities with matching properties",[215,12412,12413,12416],{},[17,12414,12415],{},"Explore Accessibility",": View nearby amenities accessible using different travel modes and within specific travel times",[11928,12418,12420,12421,12420,12429],{"className":12419},[11931,11933,11932,11934,11935],"\n  ",[11928,12422,11936,12424,12420],{"className":12423},[11940],[1074,12425],{"src":12426,"alt":12427,"className":12428},"/images/blog/property-filtering-and-neighborhood-analysis/crime-filtering-example-1.png","Safety analysis: comparing crime rates",[11947,11948,11949],[11928,12430,11936,12432,12420],{"className":12431},[11940],[1074,12433],{"src":12434,"alt":12435,"className":12436},"/images/blog/property-filtering-and-neighborhood-analysis/crime-filtering-example-2.png","Safety analysis: detailed view",[11947,11948,11949],[14,12438,12439],{},[1074,12440],{"alt":12441,"src":12442},"Accessibility analysis showing nearby amenities","/images/blog/property-filtering-and-neighborhood-analysis/amenity-filter-example.png",[14,12444,12445],{},"The new safety and accessibility features include a tag-based filtering system. Want to compare assault and violence across different communities? Interested in finding playgrounds within a 15-minute walk? Or perhaps you're looking for nearby supermarkets and cafes? Simply click on the relevant tags to filter the amenities. To reset any filter, just click on the currently selected tag again.",[28,12447,12449],{"id":12448},"why-two-different-approaches","Why Two Different Approaches?",[14,12451,12452],{},"As you explore these new features, you might wonder why we use different filtering approaches for property features versus neighbourhood characteristics. The answer lies in how we typically make housing decisions:",[212,12454,12455,12458],{},[215,12456,12457],{},"Property features are usually \"must-haves\" – you likely have specific requirements for size, type, and budget",[215,12459,12460],{},"Neighbourhood characteristics often involve trade-offs and comparisons – you might want to understand how different areas compare in terms of safety or convenience",[14,12462,12463],{},"This two-part system gives you both the tools to find properties that match your essential criteria and the flexibility to analyze and compare neighbourhoods based on your priorities.",[14,12465,12466,12467,12471],{},"Try out these new filtering capabilities and ",[199,12468,12470],{"href":11138,"rel":12469},[3030],"let me know"," how they work for you. Your feedback continues to shape PickYourPlace's development, and I'm excited to keep improving these tools to help you find your perfect home.",{"title":327,"searchDepth":328,"depth":328,"links":12473},[12474,12478],{"id":12316,"depth":328,"text":12317,"children":12475},[12476,12477],{"id":12337,"depth":2181,"text":12338},{"id":12381,"depth":2181,"text":12382},{"id":12448,"depth":328,"text":12449},"/images/blog/property-filtering-and-neighborhood-analysis/cover.png","2024-12-02","Discover how our dual filtering approach helps you find not just the right home, but the right neighbourhood.",{},"/blog/property-filtering-and-neighborhood-analysis",{"title":12308,"description":12481},"blog/property-filtering-and-neighborhood-analysis",[4689],"_i8JkEi3zHqHyxWwnEIhNQ4XOfFwe3EkKTei1ql7CnQ",{"id":12489,"title":12490,"author":6,"body":12491,"cover":12732,"date":12733,"description":12734,"extension":340,"featured":341,"meta":12735,"navigation":343,"path":12344,"readTime":5621,"seo":12736,"stem":12737,"tags":12738,"__hash__":12739},"blog/blog/introducing-filtering.md","Pick Your Place, Your Way: Introducing Advanced Filtering",{"type":8,"value":12492,"toc":12725},[12493,12496,12500,12503,12509,12514,12518,12521,12620,12624,12627,12630,12636,12640,12643,12648,12651,12656,12661,12664,12669,12674,12677,12682,12687,12690,12695,12698,12700,12703,12714,12717],[14,12494,12495],{},"One of the most frequent requests since launching PickYourPlace has been the ability to, well, pick your place. Today, I'm excited to announce that you can do exactly that with our new filtering system.",[28,12497,12499],{"id":12498},"a-redesigned-interface-for-better-navigation","A Redesigned Interface for Better Navigation",[14,12501,12502],{},"The search interface now resides in the top left, accompanied by a new filtering button that opens a dialog with multiple options. The property information panel has moved to the top right, creating a more intuitive layout for exploring properties.",[14,12504,12505],{},[1074,12506],{"alt":12507,"src":12508},"New filtering interface","./images/blog/introducing-filtering/new-ui.png",[14,12510,12511],{},[1074,12512],{"alt":12507,"src":12513},"./images/blog/introducing-filtering/new-ui-2.png",[28,12515,12517],{"id":12516},"new-filtering-capabilities","New Filtering Capabilities",[14,12519,12520],{},"Our new filtering system lets you narrow down properties across four key categories:",[212,12522,12523,12548,12568,12594],{},[215,12524,12525,12527,12528],{},[17,12526,622],{},": Filter by municipal tax assessment values:",[212,12529,12530,12533,12536,12539,12542,12545],{},[215,12531,12532],{},"Affordable (Under $400K)",[215,12534,12535],{},"On Budget ($400K - $600K)",[215,12537,12538],{},"Mid-Range ($600K - $1M)",[215,12540,12541],{},"High-End ($1M - $2M)",[215,12543,12544],{},"Luxury ($2M - $5M)",[215,12546,12547],{},"Ultra-Luxury (Over $5M)",[215,12549,12550,12553,12554],{},[17,12551,12552],{},"Property Type",": Choose your preferred style:",[212,12555,12556,12559,12562,12565],{},[215,12557,12558],{},"Detached: Single-family home with private yard",[215,12560,12561],{},"Duplex: Two-unit home sharing one structure",[215,12563,12564],{},"Townhouse: Multi-floor home with shared walls",[215,12566,12567],{},"Apartment: Unit in a multi-family building",[215,12569,12570,12573,12574],{},[17,12571,12572],{},"Property Age",": Filter by construction date:",[212,12575,12576,12579,12582,12585,12588,12591],{},[215,12577,12578],{},"New (Under 2 years)",[215,12580,12581],{},"Recent (3-5 years)",[215,12583,12584],{},"Contemporary (6-15 years)",[215,12586,12587],{},"Established (16-30 years)",[215,12589,12590],{},"Mature (31-50 years)",[215,12592,12593],{},"Historic (Over 50 years)",[215,12595,12596,12599,12600],{},[17,12597,12598],{},"Lot Size",": Search by property area:",[212,12601,12602,12605,12608,12611,12614,12617],{},[215,12603,12604],{},"Compact (Under 5,000 sqft)",[215,12606,12607],{},"Standard (5,000 - 10,000 sqft)",[215,12609,12610],{},"Spacious (10,000 - 20,000 sqft)",[215,12612,12613],{},"Large Lot (20,000 sqft - 1 acre)",[215,12615,12616],{},"Estate Size (1 - 5 acres)",[215,12618,12619],{},"Acreage (Over 5 acres)",[28,12621,12623],{"id":12622},"how-filtering-works","How Filtering Works",[14,12625,12626],{},"The filtering system is both powerful and flexible. Select one option within each category and combine multiple categories to find exactly what you're looking for. Properties that don't match your criteria won't appear on the map, helping you focus only on relevant options, whether you're renting or buying.",[14,12628,12629],{},"For example, here's a view of \"On Budget\", \"Detached\" properties in Calgary:",[14,12631,12632],{},[1074,12633],{"alt":12634,"src":12635},"Filtering example","./images/blog/introducing-filtering/filtering-example.png",[28,12637,12639],{"id":12638},"discovering-patterns","Discovering Patterns",[14,12641,12642],{},"The filtering system reveals fascinating patterns across Calgary's neighbourhoods:",[14,12644,12645],{},[17,12646,12647],{},"Property Value Patterns",[14,12649,12650],{},"Searching for \"On Budget\" properties ($400K - $600K) in northwest Calgary? The filter highlights affordable areas, showing a clear concentration in the eastern parts of the region.",[14,12652,12653],{},[1074,12654],{"alt":12647,"src":12655},"./images/blog/introducing-filtering/property-value-patterns.png",[14,12657,12658],{},[17,12659,12660],{},"Property Type Distribution",[14,12662,12663],{},"Looking for duplexes in the northwest? The duplex filter reveals their distribution, with higher concentrations in the southern areas.",[14,12665,12666],{},[1074,12667],{"alt":12660,"src":12668},"./images/blog/introducing-filtering/property-type-distribution.png",[14,12670,12671],{},[17,12672,12673],{},"New Development Areas",[14,12675,12676],{},"The \"New\" property age filter instantly reveals recent development in northwest Calgary, highlighting areas of growth and investment, particularly in the northern regions.",[14,12678,12679],{},[1074,12680],{"alt":12673,"src":12681},"./images/blog/introducing-filtering/new-development-areas.png",[14,12683,12684],{},[17,12685,12686],{},"Lot Size Availability",[14,12688,12689],{},"Want to find compact properties under 5,000 square feet in the northwest? The lot size filter shows which communities have the highest concentration of these properties.",[14,12691,12692],{},[1074,12693],{"alt":12686,"src":12694},"./images/blog/introducing-filtering/lot-size-availability.png",[14,12696,12697],{},"Each filter tells its own story about Calgary's neighbourhoods, helping you make more informed decisions about where to live.",[28,12699,4596],{"id":4595},[14,12701,12702],{},"This is just the beginning of our filtering capabilities. Upcoming updates will includ:",[212,12704,12705,12708,12711],{},[215,12706,12707],{},"Safety metric filters",[215,12709,12710],{},"Accessibility filters based on travel modes and times",[215,12712,12713],{},"The ability to combine these new filters with property characteristics",[14,12715,12716],{},"These additions will create an even more powerful tool for finding your ideal place in the city.",[14,12718,12719,12720,12724],{},"Try out the new filtering system and ",[199,12721,12723],{"href":11138,"rel":12722},[3030],"share your feedback",". Your input continues to shape PickYourPlace, and I'm excited to hear how these new features help in your search for the perfect home.",{"title":327,"searchDepth":328,"depth":328,"links":12726},[12727,12728,12729,12730,12731],{"id":12498,"depth":328,"text":12499},{"id":12516,"depth":328,"text":12517},{"id":12622,"depth":328,"text":12623},{"id":12638,"depth":328,"text":12639},{"id":4595,"depth":328,"text":4596},"/images/blog/introducing-filtering/cover.png","2024-11-21","Introducing new filtering capabilities to help you find your ideal place to live.",{},{"title":12490,"description":12734},"blog/introducing-filtering",[4689],"iKvhnkQcNxMgRMIOh3x_suALpvHLakYaf9iWXOdxGSE",{"id":12741,"title":12742,"author":6,"body":12743,"cover":14440,"date":14441,"description":14442,"extension":340,"featured":341,"meta":14443,"navigation":343,"path":14444,"readTime":2443,"seo":14445,"stem":14446,"tags":14447,"__hash__":14448},"blog/blog/geocoding.md","Geocoding in the Wild: Comparing Mapbox, Google, Esri, and HERE",{"type":8,"value":12744,"toc":14417},[12745,12756,12759,12773,12776,12779,12793,12812,12845,12860,12864,12867,12878,12881,12884,12888,12891,12895,12898,12902,12905,12919,12922,12925,12939,12942,12946,12949,12953,12956,12962,12966,12969,12975,12979,12982,12988,12992,12995,13032,13035,13046,13050,13053,13056,13059,13220,13224,13227,13230,13233,13509,13537,13541,13544,13753,13780,13783,13794,13798,13801,14057,14084,14088,14091,14293,14320,14323,14334,14338,14387,14391,14394,14397,14408],[14,12746,12747,12748,12752,12753,203],{},"Right after I launched PickYourPlace, I started collecting user feedback. One way I did this was by demoing the functionality to friends. A few weeks ago, after my radio interview, we had some family friends over. When my wife mentioned my project and radio appearance, they were curious to learn more. I gave them my pitch and offered to show them a demo. They eagerly agreed, so I connected my iPad to the TV and walked them through everything from the ",[199,12749,12751],{"href":12750},"/","landing page"," to the ",[199,12754,12755],{"href":1568},"explore page",[14,12757,12758],{},"I was using random addresses to demonstrate different functions when I suggested trying their home address. They were excited about this idea, but things got interesting when I entered their street name. The address was \"Dallyn St NW,\" but the search only showed \"Dailyn St NW\" in the suggestions. There was no \"Dallyn\" at all. When I checked the map, it also showed \"Dailyn.\" Puzzled by this discrepancy, I moved on with the demo using my own address instead.",[14,12760,12761,12762,12767,12768,12772],{},"PickYourPlace uses ",[199,12763,12766],{"href":12764,"rel":12765},"https://www.mapbox.com/",[3030],"Mapbox"," for maps and geocoding services, which relies on ",[199,12769,12210],{"href":12770,"rel":12771},"https://www.openstreetmap.org/",[3030]," data. When I investigated the issue on the OSM website and other OSM-based providers, I discovered they all had the incorrect spelling. While this was frustrating, finding the root cause meant I knew how to fix it.",[14,12774,12775],{},"OSM is an open location data provider, anyone can contribute data to the platform, and all that data is freely available globally. Think of it as Wikipedia for maps and location data. I've used OSM extensively over the past decade to create base maps, points of interest databases, and routing engines for various projects. While I love its open nature and excellent toolchain, this same openness led to my demo mishap. Someone had contributed incorrect data to OSM, affecting everything built on top of it.",[14,12777,12778],{},"In the geospatial world, data quality is paramount. Poor data quality, whether in completeness or freshness, impacts everything: base maps show wrong information, geocoders return incorrect addresses and coordinates, and routing engines produce faulty results. No matter how great the software is, bad data leads to poor outcomes.",[14,12780,12781,12782,3595,12787,12792],{},"Fortunately, contributing to OSM is straightforward. You can create an account on openstreetmap.org and start editing the world map immediately. Unlike other providers like Google, Esri, or HERE, where change requests can take months if they're even possible, OSM changes can go live in minutes to days. After I fixed the ",[199,12783,12786],{"href":12784,"rel":12785},"https://www.openstreetmap.org/changeset/157593636",[3030],"street names",[199,12788,12791],{"href":12789,"rel":12790},"https://www.openstreetmap.org/changeset/157601660",[3030],"residential property addresses",", Mapbox incorporated my updates within a week. That's faster than most companies' typical two-week sprint cycle for releases. The images below show the before and after states of the corrected street name.",[11928,12794,12420,12796,12420,12804],{"className":12795},[11931,11933,11932,11934,11935],[11928,12797,11936,12799,12420],{"className":12798},[11940],[1074,12800],{"src":12801,"alt":12802,"className":12803},"/images/blog/geocoding/before.png","OSM before",[11947,11948,11949],[11928,12805,11936,12807,12420],{"className":12806},[11940],[1074,12808],{"src":12809,"alt":12810,"className":12811},"/images/blog/geocoding/after.png","OSM after",[11947,11948,11949],[14,12813,12814,12815,1442,12818,2163,12823,12828,12829,1442,12834,2163,12839,12844],{},"This experience highlighted the importance of data quality in location-based products. Bad data makes any product less usable or unusable entirely. It also prompted me to examine geocoding more closely. Those familiar with geospatial technology understand the process of choosing a service provider. Geocoding providers typically fall into two categories: those using OSM or other open data, like ",[199,12816,12766],{"href":12764,"rel":12817},[3030],[199,12819,12822],{"href":12820,"rel":12821},"https://stadiamaps.com/",[3030],"Stadia Maps",[199,12824,12827],{"href":12825,"rel":12826},"https://opencagedata.com/",[3030],"OpenCage",", and proprietary solutions like ",[199,12830,12833],{"href":12831,"rel":12832},"https://mapsplatform.google.com/",[3030],"Google",[199,12835,12838],{"href":12836,"rel":12837},"https://www.esri.com/",[3030],"Esri",[199,12840,12843],{"href":12841,"rel":12842},"https://www.here.com/",[3030],"HERE",". The ongoing debate about which provider to choose often comes down to several factors, with data quality at the forefront.",[14,12846,12847,12848,12853,12854,12859],{},"Should I switch providers? To answer this objectively, I decided to conduct an experiment. Last year, while working on the ",[199,12849,12852],{"href":12850,"rel":12851},"https://aws.amazon.com/location/",[3030],"Amazon Location Service team"," at AWS, I performed a ",[199,12855,12858],{"href":12856,"rel":12857},"https://dev.to/mepa1363/how-to-choose-the-best-geocoder-for-your-project-a-comparative-analysis-2ik9",[3030],"similar analysis comparing Esri and HERE geocoders",". This time, I wanted to evaluate how Mapbox performs against Esri, HERE, and Google.",[28,12861,12863],{"id":12862},"what-is-geocoding","What is Geocoding?",[14,12865,12866],{},"Geocoding converts addresses into geographic coordinates, enabling us to place locations on a map. The process involves three main steps:",[2022,12868,12869,12872,12875],{},[215,12870,12871],{},"Parsing input data",[215,12873,12874],{},"Querying the reference database",[215,12876,12877],{},"Assigning geographic coordinates",[14,12879,12880],{},"The primary outputs are geographic coordinates (longitude and latitude pairs). The process also produces normalized address components like street number, street name, city, postal code, region, and country, which help with consistent formatting and data enrichment.",[14,12882,12883],{},"Different providers may produce varying results based on how they collect and maintain their data. They might combine proprietary sources, open data, and AI-assisted mapping, updating their databases on different schedules. All these factors affect output quality.",[28,12885,12887],{"id":12886},"evaluation-framework","Evaluation Framework",[14,12889,12890],{},"Let's examine the key metrics for comparing geocoders:",[1582,12892,12894],{"id":12893},"match-rate","Match Rate",[14,12896,12897],{},"The percentage of successfully geocoded addresses relative to total submitted addresses. A higher match rate indicates better address resolution.",[1582,12899,12901],{"id":12900},"accuracy","Accuracy",[14,12903,12904],{},"Compares geocoding results to baseline data in two ways:",[212,12906,12907,12913],{},[215,12908,12909,12912],{},[17,12910,12911],{},"Positional accuracy",": How close each geocoded point is to the \"true\" location (baseline/ground truth), measured by spatial distance",[215,12914,12915,12918],{},[17,12916,12917],{},"Lexical accuracy",": How closely returned address labels match the \"true\" address labels, measured using Levenshtein distance (minimum single-character edits needed to transform one string into another)",[1582,12920,3471],{"id":12921},"similarity",[14,12923,12924],{},"Performs pairwise comparisons between geocoders:",[212,12926,12927,12933],{},[215,12928,12929,12932],{},[17,12930,12931],{},"Positional similarity",": How similar geocoded points are spatially",[215,12934,12935,12938],{},[17,12936,12937],{},"Lexical similarity",": How similar address formats and spellings are",[14,12940,12941],{},"Your use case determines which metrics matter most. If you only need geographic coordinates, focus on match rate and positional metrics, ignoring lexical ones.",[28,12943,12945],{"id":12944},"test-scenarios","Test Scenarios",[14,12947,12948],{},"I tested the geocoders using three scenarios with 1,000 randomly selected Canadian addresses from the City of Calgary's open data portal:",[1582,12950,12952],{"id":12951},"scenario-1-basic-input","Scenario 1: Basic Input",[14,12954,12955],{},"Used raw input data with just address fields (no city, province, postal code, or country). Example:",[670,12957,12960],{"className":12958,"code":12959,"language":675},[673],"id,address,latitude,longitude\n85,25 EVERGREEN CR SW,50.9215815275547,-114.100897916366\n",[677,12961,12959],{"__ignoreMap":327},[1582,12963,12965],{"id":12964},"scenario-2-enriched-input","Scenario 2: Enriched Input",[14,12967,12968],{},"Added city, province, and country to addresses. Example:",[670,12970,12973],{"className":12971,"code":12972,"language":675},[673],"25 EVERGREEN CR SW, Calgary, AB, Canada\n",[677,12974,12972],{"__ignoreMap":327},[1582,12976,12978],{"id":12977},"scenario-3-misspelled-input","Scenario 3: Misspelled Input",[14,12980,12981],{},"Modified Scenario 2 addresses by removing \"E\" and \"W\" from quadrant indicators. Example:",[670,12983,12986],{"className":12984,"code":12985,"language":675},[673],"25 EVERGREEN CR S, Calgary, AB, Canada\n",[677,12987,12985],{"__ignoreMap":327},[28,12989,12991],{"id":12990},"methods","Methods",[14,12993,12994],{},"I used Python 3.9 in a Jupyter Notebook environment and:",[212,12996,12997,13011],{},[215,12998,12999,13000,3595,13005,13010],{},"Downloaded ",[199,13001,13004],{"href":13002,"rel":13003},"https://github.com/mepa1363/geocoder-evaluation/blob/main/input/input-addresses.csv",[3030],"residential address",[199,13006,13009],{"href":13007,"rel":13008},"https://github.com/mepa1363/geocoder-evaluation/blob/main/input/city-boundary.geojson",[3030],"city boundary"," datasets",[215,13012,13013,13014],{},"Obtained API keys from:\n",[212,13015,13016,13019,13022,13024],{},[215,13017,13018],{},"Amazon Location Service (for Esri and HERE)",[215,13020,13021],{},"Google Maps Platform",[215,13023,12766],{},[215,13025,13026,13031],{},[199,13027,13030],{"href":13028,"rel":13029},"https://www.canadapost-postescanada.ca/ac/support/setup-guides/#create-an-api-key",[3030],"Canada Post"," (for address verification)",[14,13033,13034],{},"For each scenario, I:",[2022,13036,13037,13040,13043],{},[215,13038,13039],{},"Geocoded addresses using all providers",[215,13041,13042],{},"Collected Canada Post-verified addresses as baseline",[215,13044,13045],{},"Analyzed results for match rate, accuracy, and similarity",[28,13047,13049],{"id":13048},"results-and-analysis","Results and Analysis",[1582,13051,12894],{"id":13052},"match-rate-1",[14,13054,13055],{},"In Scenario 1, HERE and Mapbox geocoders demonstrated superior performance with match rates exceeding 99%, with over 75% of geocoded addresses falling within city boundaries. Esri showed the weakest performance, achieving only a 60% match rate, with just 3% of geocoded addresses within city limits. This indicates that HERE, Mapbox, and Google handle incomplete addresses more effectively than Esri.",[14,13057,13058],{},"For Scenarios 2 and 3, all providers showed marked improvement. Esri, Google, and Mapbox performed similarly, achieving the highest match rates and slightly outperforming HERE by approximately 3%.",[11928,13060,13066],{"className":13061},[13062,13063,13064,13065],"block","max-w-full","overflow-x-auto","whitespace-nowrap",[36,13067,13068,13084],{},[39,13069,13070],{},[42,13071,13072,13075,13078,13081],{},[45,13073,13074],{},"Geocoder",[45,13076,13077],{},"Scenario",[45,13079,13080],{},"Match Rate (%)",[45,13082,13083],{},"Within City Boundary (%)",[52,13085,13086,13097,13109,13121,13132,13143,13155,13166,13176,13187,13199,13210],{},[42,13087,13088,13090,13092,13095],{},[57,13089,12838],{},[57,13091,694],{},[57,13093,13094],{},"60.8",[57,13096,4967],{},[42,13098,13099,13101,13103,13106],{},[57,13100,12843],{},[57,13102,694],{},[57,13104,13105],{},"99.2",[57,13107,13108],{},"84.1",[42,13110,13111,13113,13115,13118],{},[57,13112,12833],{},[57,13114,694],{},[57,13116,13117],{},"83.6",[57,13119,13120],{},"76.8",[42,13122,13123,13125,13127,13129],{},[57,13124,12766],{},[57,13126,694],{},[57,13128,186],{},[57,13130,13131],{},"76.9",[42,13133,13134,13136,13139,13141],{},[57,13135,12838],{},[57,13137,13138],{},"2",[57,13140,186],{},[57,13142,186],{},[42,13144,13145,13147,13149,13152],{},[57,13146,12843],{},[57,13148,13138],{},[57,13150,13151],{},"97.5",[57,13153,13154],{},"97.4",[42,13156,13157,13159,13161,13164],{},[57,13158,12833],{},[57,13160,13138],{},[57,13162,13163],{},"99.9",[57,13165,13163],{},[42,13167,13168,13170,13172,13174],{},[57,13169,12766],{},[57,13171,13138],{},[57,13173,186],{},[57,13175,186],{},[42,13177,13178,13180,13183,13185],{},[57,13179,12838],{},[57,13181,13182],{},"3",[57,13184,186],{},[57,13186,13163],{},[42,13188,13189,13191,13193,13196],{},[57,13190,12843],{},[57,13192,13182],{},[57,13194,13195],{},"96.7",[57,13197,13198],{},"96.4",[42,13200,13201,13203,13205,13207],{},[57,13202,12833],{},[57,13204,13182],{},[57,13206,186],{},[57,13208,13209],{},"99.7",[42,13211,13212,13214,13216,13218],{},[57,13213,12766],{},[57,13215,13182],{},[57,13217,186],{},[57,13219,186],{},[1582,13221,13223],{"id":13222},"positional-accuracy","Positional Accuracy",[14,13225,13226],{},"In Scenario 1, Google emerged as the leader with a median error distance of 10.8m, with 49% of its geocoded points falling within 10m of the baseline. HERE and Mapbox showed similar performance, with approximately 60% of their geocoded points within 100m of the baseline. Esri's results largely deviated by more than 10km from the baseline.",[14,13228,13229],{},"All providers showed significant improvement in the next two scnearios. Esri and Google performed similarly, achieving the best results with median error distances of 6m and 7m in Scenario 2, and 7m and 8m in Scenario 3, respectively. About 60% of their geocoded points fell within 10m of the baseline.",[14,13231,13232],{},"Detailed statistics showed that approximately 60% of points from Esri and Google were within 10m of the baseline, while about 70% from HERE and Mapbox were within 100m.",[11928,13234,13236],{"className":13235},[13062,13063,13064,13065],[36,13237,13238,13261],{},[39,13239,13240],{},[42,13241,13242,13244,13246,13249,13252,13255,13258],{},[45,13243,13074],{},[45,13245,13077],{},[45,13247,13248],{},"Min",[45,13250,13251],{},"Max",[45,13253,13254],{},"Mean",[45,13256,13257],{},"Std Dev",[45,13259,13260],{},"Median",[52,13262,13263,13284,13305,13326,13347,13368,13388,13409,13429,13449,13469,13489],{},[42,13264,13265,13267,13269,13272,13275,13278,13281],{},[57,13266,12838],{},[57,13268,694],{},[57,13270,13271],{},"0.53",[57,13273,13274],{},"22,575,100",[57,13276,13277],{},"7,976,350",[57,13279,13280],{},"6,880,390",[57,13282,13283],{},"6,156,970",[42,13285,13286,13288,13290,13293,13296,13299,13302],{},[57,13287,12843],{},[57,13289,694],{},[57,13291,13292],{},"0.47",[57,13294,13295],{},"22,517,100",[57,13297,13298],{},"516,878",[57,13300,13301],{},"1,772,340",[57,13303,13304],{},"18.49",[42,13306,13307,13309,13311,13314,13317,13320,13323],{},[57,13308,12833],{},[57,13310,694],{},[57,13312,13313],{},"0.41",[57,13315,13316],{},"8,924,780",[57,13318,13319],{},"210,405",[57,13321,13322],{},"948,787",[57,13324,13325],{},"10.79",[42,13327,13328,13330,13332,13335,13338,13341,13344],{},[57,13329,12766],{},[57,13331,694],{},[57,13333,13334],{},"0.01",[57,13336,13337],{},"27,670,700",[57,13339,13340],{},"1,257,570",[57,13342,13343],{},"3,379,560",[57,13345,13346],{},"16.69",[42,13348,13349,13351,13353,13356,13359,13362,13365],{},[57,13350,12838],{},[57,13352,13138],{},[57,13354,13355],{},"0.001",[57,13357,13358],{},"1,519.57",[57,13360,13361],{},"58.26",[57,13363,13364],{},"168.38",[57,13366,13367],{},"6.40",[42,13369,13370,13372,13374,13376,13379,13382,13385],{},[57,13371,12843],{},[57,13373,13138],{},[57,13375,13292],{},[57,13377,13378],{},"45,141",[57,13380,13381],{},"248.63",[57,13383,13384],{},"1,726.07",[57,13386,13387],{},"16.79",[42,13389,13390,13392,13394,13397,13400,13403,13406],{},[57,13391,12833],{},[57,13393,13138],{},[57,13395,13396],{},"0.45",[57,13398,13399],{},"18,856.7",[57,13401,13402],{},"219.40",[57,13404,13405],{},"1,585.15",[57,13407,13408],{},"7.08",[42,13410,13411,13413,13415,13417,13420,13423,13426],{},[57,13412,12766],{},[57,13414,13138],{},[57,13416,13334],{},[57,13418,13419],{},"18,773.4",[57,13421,13422],{},"325.09",[57,13424,13425],{},"1,629.47",[57,13427,13428],{},"15.60",[42,13430,13431,13433,13435,13437,13440,13443,13446],{},[57,13432,12838],{},[57,13434,13182],{},[57,13436,13355],{},[57,13438,13439],{},"180,513",[57,13441,13442],{},"351.37",[57,13444,13445],{},"5,791.30",[57,13447,13448],{},"7.01",[42,13450,13451,13453,13455,13457,13460,13463,13466],{},[57,13452,12843],{},[57,13454,13182],{},[57,13456,13292],{},[57,13458,13459],{},"52,277.3",[57,13461,13462],{},"511.25",[57,13464,13465],{},"3,015.81",[57,13467,13468],{},"17.01",[42,13470,13471,13473,13475,13477,13480,13483,13486],{},[57,13472,12833],{},[57,13474,13182],{},[57,13476,13396],{},[57,13478,13479],{},"3,378,970",[57,13481,13482],{},"4,192.05",[57,13484,13485],{},"106,880",[57,13487,13488],{},"8.72",[42,13490,13491,13493,13495,13497,13500,13503,13506],{},[57,13492,12766],{},[57,13494,13182],{},[57,13496,13334],{},[57,13498,13499],{},"15,146",[57,13501,13502],{},"1,333.55",[57,13504,13505],{},"3,268.78",[57,13507,13508],{},"16.54",[11928,13510,12420,13512,12420,13521,12420,13529],{"className":13511},[11931,11933,11932,11934,11935],[11928,13513,11936,13516,12420],{"className":13514},[13515],"sm:w-1/3",[1074,13517],{"src":13518,"alt":13519,"className":13520},"/images/blog/geocoding/positional_accuracy_scenario_1.jpg","Positional accuracy, scenario 1",[11947,11948,11949],[11928,13522,11936,13524,12420],{"className":13523},[13515],[1074,13525],{"src":13526,"alt":13527,"className":13528},"/images/blog/geocoding/positional_accuracy_scenario_2.jpg","Positional accuracy, scenario 2",[11947,11948,11949],[11928,13530,11936,13532,12420],{"className":13531},[13515],[1074,13533],{"src":13534,"alt":13535,"className":13536},"/images/blog/geocoding/positional_accuracy_scenario_3.jpg","Positional accuracy, scenario 3",[11947,11948,11949],[1582,13538,13540],{"id":13539},"positional-similarity","Positional Similarity",[14,13542,13543],{},"HERE and Mapbox demonstrated the highest degree of similarity across all scenarios, with nearly half their geocoded points within 10m of each other. Their similarity was strongest in Scenario 2, showing a median pairwise distance of 8m.",[11928,13545,13547],{"className":13546},[13062,13063,13064,13065],[36,13548,13549,13568],{},[39,13550,13551],{},[42,13552,13553,13556,13558,13560,13562,13564,13566],{},[45,13554,13555],{},"Comparison",[45,13557,13077],{},[45,13559,13248],{},[45,13561,13251],{},[45,13563,13254],{},[45,13565,13257],{},[45,13567,13260],{},[52,13569,13570,13591,13613,13633,13653,13673,13693,13713,13733],{},[42,13571,13572,13575,13577,13579,13582,13585,13588],{},[57,13573,13574],{},"Esri-Mapbox",[57,13576,694],{},[57,13578,13355],{},[57,13580,13581],{},"29,005,200",[57,13583,13584],{},"8,213,320",[57,13586,13587],{},"7,310,320",[57,13589,13590],{},"6,584,510",[42,13592,13593,13596,13598,13601,13604,13607,13610],{},[57,13594,13595],{},"HERE-Mapbox",[57,13597,694],{},[57,13599,13600],{},"0.000",[57,13602,13603],{},"28,626,200",[57,13605,13606],{},"1,527,360",[57,13608,13609],{},"3,479,520",[57,13611,13612],{},"59.23",[42,13614,13615,13618,13620,13622,13624,13627,13630],{},[57,13616,13617],{},"Google-Mapbox",[57,13619,694],{},[57,13621,13600],{},[57,13623,13337],{},[57,13625,13626],{},"1,455,490",[57,13628,13629],{},"3,441,950",[57,13631,13632],{},"38.41",[42,13634,13635,13637,13639,13641,13644,13647,13650],{},[57,13636,13574],{},[57,13638,13138],{},[57,13640,13600],{},[57,13642,13643],{},"18,772.9",[57,13645,13646],{},"351.68",[57,13648,13649],{},"1,629.17",[57,13651,13652],{},"11.97",[42,13654,13655,13657,13659,13661,13664,13667,13670],{},[57,13656,13595],{},[57,13658,13138],{},[57,13660,13600],{},[57,13662,13663],{},"45,146.1",[57,13665,13666],{},"486.25",[57,13668,13669],{},"2,277.60",[57,13671,13672],{},"8.08",[42,13674,13675,13677,13679,13681,13684,13687,13690],{},[57,13676,13617],{},[57,13678,13138],{},[57,13680,13600],{},[57,13682,13683],{},"18,856.1",[57,13685,13686],{},"520.77",[57,13688,13689],{},"2,247.75",[57,13691,13692],{},"13.57",[42,13694,13695,13697,13699,13701,13704,13707,13710],{},[57,13696,13574],{},[57,13698,13182],{},[57,13700,13600],{},[57,13702,13703],{},"173,912",[57,13705,13706],{},"1,555.01",[57,13708,13709],{},"6,373.30",[57,13711,13712],{},"13.51",[42,13714,13715,13717,13719,13721,13724,13727,13730],{},[57,13716,13595],{},[57,13718,13182],{},[57,13720,13600],{},[57,13722,13723],{},"51,241.7",[57,13725,13726],{},"1,559.14",[57,13728,13729],{},"4,136.16",[57,13731,13732],{},"15.19",[42,13734,13735,13737,13739,13741,13744,13747,13750],{},[57,13736,13617],{},[57,13738,13182],{},[57,13740,13600],{},[57,13742,13743],{},"3,378,950",[57,13745,13746],{},"5,359.96",[57,13748,13749],{},"106,883",[57,13751,13752],{},"19.56",[11928,13754,12420,13756,12420,13764,12420,13772],{"className":13755},[11931,11933,11932,11934,11935],[11928,13757,11936,13759,12420],{"className":13758},[13515],[1074,13760],{"src":13761,"alt":13762,"className":13763},"/images/blog/geocoding/positional_similarity_scenario_1.jpg","Positional similarity, scenario 1",[11947,11948,11949],[11928,13765,11936,13767,12420],{"className":13766},[13515],[1074,13768],{"src":13769,"alt":13770,"className":13771},"/images/blog/geocoding/positional_similarity_scenario_2.jpg","Positional similarity, scenario 2",[11947,11948,11949],[11928,13773,11936,13775,12420],{"className":13774},[13515],[1074,13776],{"src":13777,"alt":13778,"className":13779},"/images/blog/geocoding/positional_similarity_scenario_3.jpg","Positional similarity, scenario 3",[11947,11948,11949],[14,13781,13782],{},"The similarity analysis revealed:",[212,13784,13785,13788,13791],{},[215,13786,13787],{},"Strong correlation between HERE and Mapbox results",[215,13789,13790],{},"Consistent performance across different input formats",[215,13792,13793],{},"Greater divergence in results when handling incomplete addresses",[1582,13795,13797],{"id":13796},"lexical-accuracy","Lexical Accuracy",[14,13799,13800],{},"In Scenario 1, HERE, Google, and Mapbox performed similarly, with median similarity scores between 0.5 and 0.6. For Scenarios 2 and 3, Esri stood out with over 20% of results achieving the highest lexical accuracy score. The other providers maintained consistent performance, with approximately 80% of their results achieving a 0.75 lexical accuracy score.",[11928,13802,13804],{"className":13803},[13062,13063,13064,13065],[36,13805,13806,13824],{},[39,13807,13808],{},[42,13809,13810,13812,13814,13816,13818,13820,13822],{},[45,13811,13074],{},[45,13813,13077],{},[45,13815,13248],{},[45,13817,13251],{},[45,13819,13254],{},[45,13821,13257],{},[45,13823,13260],{},[52,13825,13826,13845,13865,13884,13904,13923,13942,13961,13980,13999,14018,14038],{},[42,13827,13828,13830,13832,13834,13837,13840,13843],{},[57,13829,12838],{},[57,13831,694],{},[57,13833,13600],{},[57,13835,13836],{},"0.793",[57,13838,13839],{},"0.169",[57,13841,13842],{},"0.195",[57,13844,13600],{},[42,13846,13847,13849,13851,13853,13856,13859,13862],{},[57,13848,12843],{},[57,13850,694],{},[57,13852,13600],{},[57,13854,13855],{},"0.734",[57,13857,13858],{},"0.451",[57,13860,13861],{},"0.272",[57,13863,13864],{},"0.602",[42,13866,13867,13869,13871,13873,13875,13878,13881],{},[57,13868,12833],{},[57,13870,694],{},[57,13872,13600],{},[57,13874,13855],{},[57,13876,13877],{},"0.391",[57,13879,13880],{},"0.292",[57,13882,13883],{},"0.530",[42,13885,13886,13888,13890,13892,13895,13898,13901],{},[57,13887,12766],{},[57,13889,694],{},[57,13891,13600],{},[57,13893,13894],{},"0.684",[57,13896,13897],{},"0.389",[57,13899,13900],{},"0.245",[57,13902,13903],{},"0.526",[42,13905,13906,13908,13910,13912,13914,13917,13920],{},[57,13907,12838],{},[57,13909,13138],{},[57,13911,13600],{},[57,13913,13836],{},[57,13915,13916],{},"0.649",[57,13918,13919],{},"0.156",[57,13921,13922],{},"0.709",[42,13924,13925,13927,13929,13931,13933,13936,13939],{},[57,13926,12843],{},[57,13928,13138],{},[57,13930,13600],{},[57,13932,13855],{},[57,13934,13935],{},"0.580",[57,13937,13938],{},"0.172",[57,13940,13941],{},"0.642",[42,13943,13944,13946,13948,13950,13952,13955,13958],{},[57,13945,12833],{},[57,13947,13138],{},[57,13949,13600],{},[57,13951,13855],{},[57,13953,13954],{},"0.583",[57,13956,13957],{},"0.153",[57,13959,13960],{},"0.633",[42,13962,13963,13965,13967,13969,13972,13975,13978],{},[57,13964,12766],{},[57,13966,13138],{},[57,13968,13600],{},[57,13970,13971],{},"0.690",[57,13973,13974],{},"0.527",[57,13976,13977],{},"0.147",[57,13979,13935],{},[42,13981,13982,13984,13986,13988,13990,13993,13996],{},[57,13983,12838],{},[57,13985,13182],{},[57,13987,13600],{},[57,13989,13836],{},[57,13991,13992],{},"0.617",[57,13994,13995],{},"0.180",[57,13997,13998],{},"0.667",[42,14000,14001,14003,14005,14007,14009,14012,14015],{},[57,14002,12843],{},[57,14004,13182],{},[57,14006,13600],{},[57,14008,13855],{},[57,14010,14011],{},"0.551",[57,14013,14014],{},"0.196",[57,14016,14017],{},"0.635",[42,14019,14020,14022,14024,14026,14029,14032,14035],{},[57,14021,12833],{},[57,14023,13182],{},[57,14025,13600],{},[57,14027,14028],{},"0.743",[57,14030,14031],{},"0.552",[57,14033,14034],{},"0.173",[57,14036,14037],{},"0.615",[42,14039,14040,14042,14044,14046,14048,14051,14054],{},[57,14041,12766],{},[57,14043,13182],{},[57,14045,13600],{},[57,14047,13971],{},[57,14049,14050],{},"0.484",[57,14052,14053],{},"0.178",[57,14055,14056],{},"0.571",[11928,14058,12420,14060,12420,14068,12420,14076],{"className":14059},[11931,11933,11932,11934,11935],[11928,14061,11936,14063,12420],{"className":14062},[13515],[1074,14064],{"src":14065,"alt":14066,"className":14067},"/images/blog/geocoding/lexical_accuracy_scenario_1.jpg","Lexical accuracy, scenario 1",[11947,11948,11949],[11928,14069,11936,14071,12420],{"className":14070},[13515],[1074,14072],{"src":14073,"alt":14074,"className":14075},"/images/blog/geocoding/lexical_accuracy_scenario_2.jpg","Lexical accuracy, scenario 2",[11947,11948,11949],[11928,14077,11936,14079,12420],{"className":14078},[13515],[1074,14080],{"src":14081,"alt":14082,"className":14083},"/images/blog/geocoding/lexical_accuracy_scenario_3.jpg","Lexical accuracy, scenario 3",[11947,11948,11949],[1582,14085,14087],{"id":14086},"lexical-similarity","Lexical Similarity",[14,14089,14090],{},"Analysis showed Mapbox's address labels closely aligned with HERE's results in Scenario 1, with even stronger similarities in subsequent scenarios (median pairwise scores above 0.82). Mapbox showed the least similarity to Esri across all scenarios.",[11928,14092,14094],{"className":14093},[13062,13063,13064,13065],[36,14095,14096,14114],{},[39,14097,14098],{},[42,14099,14100,14102,14104,14106,14108,14110,14112],{},[45,14101,13555],{},[45,14103,13077],{},[45,14105,13248],{},[45,14107,13251],{},[45,14109,13254],{},[45,14111,13257],{},[45,14113,13260],{},[52,14115,14116,14135,14155,14175,14196,14215,14234,14254,14273],{},[42,14117,14118,14120,14122,14124,14127,14129,14132],{},[57,14119,13574],{},[57,14121,694],{},[57,14123,13600],{},[57,14125,14126],{},"0.867",[57,14128,13900],{},[57,14130,14131],{},"0.219",[57,14133,14134],{},"0.305",[42,14136,14137,14139,14141,14143,14146,14149,14152],{},[57,14138,13595],{},[57,14140,694],{},[57,14142,13600],{},[57,14144,14145],{},"0.940",[57,14147,14148],{},"0.736",[57,14150,14151],{},"0.229",[57,14153,14154],{},"0.863",[42,14156,14157,14159,14161,14163,14166,14169,14172],{},[57,14158,13617],{},[57,14160,694],{},[57,14162,13600],{},[57,14164,14165],{},"0.942",[57,14167,14168],{},"0.609",[57,14170,14171],{},"0.340",[57,14173,14174],{},"0.808",[42,14176,14177,14179,14181,14184,14187,14190,14193],{},[57,14178,13574],{},[57,14180,13138],{},[57,14182,14183],{},"0.325",[57,14185,14186],{},"0.872",[57,14188,14189],{},"0.775",[57,14191,14192],{},"0.089",[57,14194,14195],{},"0.796",[42,14197,14198,14200,14202,14204,14206,14209,14212],{},[57,14199,13595],{},[57,14201,13138],{},[57,14203,13600],{},[57,14205,14145],{},[57,14207,14208],{},"0.840",[57,14210,14211],{},"0.155",[57,14213,14214],{},"0.885",[42,14216,14217,14219,14221,14223,14225,14228,14231],{},[57,14218,13617],{},[57,14220,13138],{},[57,14222,13600],{},[57,14224,14165],{},[57,14226,14227],{},"0.850",[57,14229,14230],{},"0.101",[57,14232,14233],{},"0.877",[42,14235,14236,14238,14240,14243,14245,14248,14251],{},[57,14237,13574],{},[57,14239,13182],{},[57,14241,14242],{},"0.382",[57,14244,14186],{},[57,14246,14247],{},"0.733",[57,14249,14250],{},"0.128",[57,14252,14253],{},"0.777",[42,14255,14256,14258,14260,14262,14264,14267,14270],{},[57,14257,13595],{},[57,14259,13182],{},[57,14261,13600],{},[57,14263,14145],{},[57,14265,14266],{},"0.803",[57,14268,14269],{},"0.184",[57,14271,14272],{},"0.871",[42,14274,14275,14277,14279,14282,14284,14287,14290],{},[57,14276,13617],{},[57,14278,13182],{},[57,14280,14281],{},"0.427",[57,14283,14165],{},[57,14285,14286],{},"0.812",[57,14288,14289],{},"0.125",[57,14291,14292],{},"0.854",[11928,14294,12420,14296,12420,14304,12420,14312],{"className":14295},[11931,11933,11932,11934,11935],[11928,14297,11936,14299,12420],{"className":14298},[13515],[1074,14300],{"src":14301,"alt":14302,"className":14303},"/images/blog/geocoding/lexical_similarity_scenario_1.jpg","Lexical similarity, scenario 1",[11947,11948,11949],[11928,14305,11936,14307,12420],{"className":14306},[13515],[1074,14308],{"src":14309,"alt":14310,"className":14311},"/images/blog/geocoding/lexical_similarity_scenario_2.jpg","Lexical similarity, scenario 2",[11947,11948,11949],[11928,14313,11936,14315,12420],{"className":14314},[13515],[1074,14316],{"src":14317,"alt":14318,"className":14319},"/images/blog/geocoding/lexical_similarity_scenario_3.jpg","Lexical similarity, scenario 3",[11947,11948,11949],[14,14321,14322],{},"The results demonstrated:",[212,14324,14325,14328,14331],{},[215,14326,14327],{},"High consistency between HERE and Mapbox in address formatting",[215,14329,14330],{},"Strong correlation in normalized address components",[215,14332,14333],{},"Significant variations in how different providers handle address normalization",[28,14335,14337],{"id":14336},"key-findings","Key Findings",[2022,14339,14340,14356,14371],{},[215,14341,14342,8418,14345],{},[17,14343,14344],{},"Match Rate Performance",[212,14346,14347,14350,14353],{},[215,14348,14349],{},"HERE and Mapbox excel with incomplete addresses",[215,14351,14352],{},"All providers perform well with complete addresses",[215,14354,14355],{},"Esri requires more complete address information for optimal results",[215,14357,14358,8418,14360],{},[17,14359,13223],{},[212,14361,14362,14365,14368],{},[215,14363,14364],{},"Google leads in accuracy with incomplete addresses",[215,14366,14367],{},"Esri and Google show best results with complete addresses",[215,14369,14370],{},"Address completeness significantly impacts accuracy across all providers",[215,14372,14373,8418,14376],{},[17,14374,14375],{},"Address Label Quality",[212,14377,14378,14381,14384],{},[215,14379,14380],{},"HERE, Google, and Mapbox maintain consistent performance",[215,14382,14383],{},"Esri excels with complete address information",[215,14385,14386],{},"All providers handle common misspellings effectively",[28,14388,14390],{"id":14389},"conclusion","Conclusion",[14,14392,14393],{},"For PickYourPlace, match rate and lexical accuracy are crucial metrics. While Mapbox's current performance meets our needs, this analysis reveals the strengths of different providers. Each project should evaluate geocoders using representative data specific to their use case, as unique characteristics like address formats or geographic coverage can significantly impact performance.",[14,14395,14396],{},"Why not build our own geocoder? Because it's complex:",[212,14398,14399,14402,14405],{},[215,14400,14401],{},"Parsing varied input formats is challenging",[215,14403,14404],{},"Maintaining current reference data is resource-intensive",[215,14406,14407],{},"Processing multiple data sources is costly and time-consuming",[14,14409,14410,14411,14416],{},"Maybe someday, but for now, we'll stick with proven solutions. I've shared the code for this analysis in a ",[199,14412,14415],{"href":14413,"rel":14414},"https://github.com/mepa1363/geocoder-evaluation",[3030],"GitHub repository",", though it currently only includes two geocoders. You can use it as a template to evaluate other providers and geographies based on your specific needs.",{"title":327,"searchDepth":328,"depth":328,"links":14418},[14419,14420,14425,14430,14431,14438,14439],{"id":12862,"depth":328,"text":12863},{"id":12886,"depth":328,"text":12887,"children":14421},[14422,14423,14424],{"id":12893,"depth":2181,"text":12894},{"id":12900,"depth":2181,"text":12901},{"id":12921,"depth":2181,"text":3471},{"id":12944,"depth":328,"text":12945,"children":14426},[14427,14428,14429],{"id":12951,"depth":2181,"text":12952},{"id":12964,"depth":2181,"text":12965},{"id":12977,"depth":2181,"text":12978},{"id":12990,"depth":328,"text":12991},{"id":13048,"depth":328,"text":13049,"children":14432},[14433,14434,14435,14436,14437],{"id":13052,"depth":2181,"text":12894},{"id":13222,"depth":2181,"text":13223},{"id":13539,"depth":2181,"text":13540},{"id":13796,"depth":2181,"text":13797},{"id":14086,"depth":2181,"text":14087},{"id":14336,"depth":328,"text":14337},{"id":14389,"depth":328,"text":14390},"/images/blog/geocoding/cover.png","2024-10-31","Find out how address completeness, accuracy, and data quality affect geocoding results in the real world.",{},"/blog/geocoding",{"title":12742,"description":14442},"blog/geocoding",[351],"lVCnV3JfEbt7Ga_2O05S2ebtkHfRb1RUw2T8jyw4v4c",{"id":14450,"title":14451,"author":6,"body":14452,"cover":14529,"date":14530,"description":14531,"extension":340,"featured":341,"meta":14532,"navigation":343,"path":14533,"readTime":11250,"seo":14534,"stem":14535,"tags":14536,"__hash__":14537},"blog/blog/post-launch-update.md","From Reddit to Radio: The Post-Launch Journey",{"type":8,"value":14453,"toc":14525},[14454,14463,14477,14486,14489,14492,14495,14501,14504,14510,14513,14519,14522],[14,14455,14456,14457,14462],{},"I launched PickYourPlace three weeks ago, and it's been a wild ride since. I shared a post on ",[199,14458,14461],{"href":14459,"rel":14460},"https://www.reddit.com/r/Calgary/comments/1fveetv/built_a_locationbased_tool_to_help_you_choose_a/",[3030],"Reddit",", which drove a lot of traffic to the site and started a discussion about the future of the project. In summary:",[212,14464,14465,14468,14471,14474],{},[215,14466,14467],{},"You appreciated the tool's modern UI and responsiveness.",[215,14469,14470],{},"Suggestions included integrating real estate listings, refining crime data filters, adding demographic details, and elevation profiles.",[215,14472,14473],{},"A few of you pointed out bugs, such as issues with satellite view transitions.",[215,14475,14476],{},"Overall, there's encouragement and interest in further development of the app.",[14,14478,14479,14480,14485],{},"I also had the opportunity to talk about PickYourPlace on ",[199,14481,14484],{"href":14482,"rel":14483},"https://open.spotify.com/episode/1V9k2OMjuYR7JBqkh5p8nP",[3030],"Connect with Sarah Crosbie"," on Global News.",[14,14487,14488],{},"During this time, around 1,000 people have visited the site and performed more than 4,500 searches. In the meantime, I've been planning and implementing new features based on the feedback.",[28,14490,14491],{"id":11663},"What's new",[14,14493,14494],{},"I started by fixing the bugs mentioned above. Previously, when you were on the safety or accessibility tabs with some metrics loaded, changing the base map would reset the view to the default. This issue has now been resolved.",[14,14496,14497],{},[1074,14498],{"alt":14499,"src":14500},"Bug fix demonstration","./images/blog/post-launch-update/bug.png",[14,14502,14503],{},"Another piece of feedback was to add more style options for the map. I've added a new style control that allows you to switch between different basemaps, ranging from dark to light, satellite to streets, and outdoors.",[14,14505,14506],{},[1074,14507],{"alt":14508,"src":14509},"Style control demonstration","./images/blog/post-launch-update/map-styles.png",[14,14511,14512],{},"Finally, I expanded the options in the travel time control within the accessibility tab. You can now choose to see accessibility changes within 5 to 30 minutes, with 5-minute intervals. This provides more flexibility when evaluating a location's accessibility.",[14,14514,14515],{},[1074,14516],{"alt":14517,"src":14518},"Travel time control demonstration","./images/blog/post-launch-update/travel-time-options.png",[28,14520,14521],{"id":4595},"What's next",[14,14523,14524],{},"I received a lot of feedback about filtering capabilities. My next step is to add a new section for filtering data based on different criteria. This will allow you to find the best places to live according to your specific preferences. Stay tuned!",{"title":327,"searchDepth":328,"depth":328,"links":14526},[14527,14528],{"id":11663,"depth":328,"text":14491},{"id":4595,"depth":328,"text":14521},"/images/blog/post-launch-update/cover.png","2024-10-22","Explore the impact of PickYourPlace's launch, including user reactions, media coverage, and recent improvements.",{},"/blog/post-launch-update",{"title":14451,"description":14531},"blog/post-launch-update",[4689],"8sm9Ma1ZYIVASyv6ociOaqIgueWW7Comxi1qIAT7t3o",{"id":14539,"title":14540,"author":6,"body":14541,"cover":14778,"date":14779,"description":14780,"extension":340,"featured":341,"meta":14781,"navigation":343,"path":14782,"readTime":5621,"seo":14783,"stem":14784,"tags":14785,"__hash__":14786},"blog/blog/hello-world.md","Launching PickYourPlace v1.0",{"type":8,"value":14542,"toc":14765},[14543,14546,14550,14557,14564,14567,14571,14585,14592,14596,14599,14602,14606,14613,14617,14620,14640,14646,14650,14653,14673,14678,14684,14687,14701,14706,14710,14713,14727,14744,14747,14755,14759,14762],[14,14544,14545],{},"Choosing a place to live is one of the most significant decisions you'll ever make. It's not just about the house itself, it's about the neighbourhood, the community, and the lifestyle that comes with it. Today, I’m excited to announce the launch of PickYourPlace, a tool designed to empower you with the insights you need to make informed decisions and find the right home.",[28,14547,14549],{"id":14548},"the-backstory","The backstory",[14,14551,14552,14553,14556],{},"The idea for PickYourPlace started back in 2018 when I was searching for a new home. Like many people, I turned to real estate websites, but I quickly realized something was missing. Most platforms focused solely on the ",[588,14554,14555],{},"interior"," of properties, details like the number of bedrooms, bathrooms, or square footage. While important, these features didn’t give me a complete picture of what it would actually be like to live there.",[14,14558,14559,14560,14563],{},"I was more interested in the ",[588,14561,14562],{},"surroundings",": the safety of the neighbourhood, proximity to schools and healthcare, and access to public transit. Some platforms provided this kind of information, but they often presented it using hard-to-interpret indices or ratings.",[14,14565,14566],{},"After purchasing a home, I kept thinking about this idea for a few years. In 2021, when my daughter was born, I found myself with three months of parental leave, the perfect time to finally bring the idea to life.",[28,14568,14570],{"id":14569},"building-the-prototype","Building the prototype",[14,14572,14573,14574,14579,14580,203],{},"At the same time, I discovered an ",[199,14575,14578],{"href":14576,"rel":14577},"https://awsgraviton.devpost.com/",[3030],"AWS-sponsored hackathon",". For those who know me, hackathons have always been a way to quickly implement ideas (and yes, the cash prizes don’t hurt either!). So, I decided to use the hackathon as motivation to build the first version of PickYourPlace. Within a month, I had a working ",[199,14581,14584],{"href":14582,"rel":14583},"https://devpost.com/software/pickyourplace",[3030],"prototype",[14,14586,14587,14588,14591],{},"The response was overwhelmingly positive. One person even commented, ",[588,14589,14590],{},"\"In my view, your project is MVP of the year.\""," Encouraged by the feedback, I realized this idea had the potential to really make a difference.",[28,14593,14595],{"id":14594},"the-journey-to-version-10","The journey to version 1.0",[14,14597,14598],{},"After that initial burst of excitement, life got busy, and I found myself procrastinating. But the idea kept resurfacing. Earlier this year, I decided it was time to move forward. I conducted user interviews, gathered feedback, and worked hard to build something useful.",[14,14600,14601],{},"I also upgraded the technology stack to ensure the platform could scale and easily extend to more cities and features. After months of work, I’m thrilled to announce the launch of the version 1.0.",[28,14603,14605],{"id":14604},"what-makes-pickyourplace-different","What makes PickYourPlace different?",[14,14607,14608,14609,14612],{},"PickYourPlace isn’t your typical real estate website filled with listings of homes for sale or rent, at least not yet 😄. Instead, it’s a tool designed to provide ",[588,14610,14611],{},"location-based metrics"," that help you make better decisions. Here’s how it works:",[1582,14614,14616],{"id":14615},"_1-assessed-property-values","1. Assessed property values",[14,14618,14619],{},"We provide assessed property values from municipalities, offering a reliable proxy for comparing properties. You’ll also get:",[212,14621,14622,14628,14634],{},[215,14623,14624,14627],{},[17,14625,14626],{},"Growth rates",": Track how property values have changed over time, with up to 20 years of history.",[215,14629,14630,14633],{},[17,14631,14632],{},"Property details",": See details like property type (detached, townhouse, etc.), age, lot size, and land use.",[215,14635,14636,14639],{},[17,14637,14638],{},"Citywide perspective",": Use our interactive map to explore neighbourhoods and see where more affordable or expensive areas are located.",[14,14641,14642],{},[1074,14643],{"alt":14644,"src":14645},"Assessed property values","./images/blog/hello-world/property-value.png",[1582,14647,14649],{"id":14648},"_2-safety","2. Safety",[14,14651,14652],{},"Safety is a top priority for everyone. With PickYourPlace, you can:",[212,14654,14655,14661,14667],{},[215,14656,14657,14660],{},[17,14658,14659],{},"Access crime data",": View population-adjusted and aggregated crime statistics, including types of crime such as assault, robbery, and more.",[215,14662,14663,14666],{},[17,14664,14665],{},"Assess flood risks",": Understand the flood risk in your area of interest.",[215,14668,14669,14672],{},[17,14670,14671],{},"Evaluate emergency services",": See how close you are to hospitals, clinics, EMS stations, fire stations, and police services.",[14,14674,14675],{},[1074,14676],{"alt":349,"src":14677},"./images/blog/hello-world/safety.png",[1582,14679,14681],{"id":14680},"_3-accessibility",[17,14682,14683],{},"3. Accessibility",[14,14685,14686],{},"Understand how well-connected your potential new home is:",[212,14688,14689,14695],{},[215,14690,14691,14694],{},[17,14692,14693],{},"Proximity to amenities",": Discover nearby schools, shops, recreational facilities, restaurants, and cafes.",[215,14696,14697,14700],{},[17,14698,14699],{},"Travel modes and times",": Assess accessibility using different travel modes, walking, biking, driving, or public transit, and view travel times to nearby amenities.",[14,14702,14703],{},[1074,14704],{"alt":629,"src":14705},"./images/blog/hello-world/accessibility.png",[28,14707,14709],{"id":14708},"getting-started","Getting started",[14,14711,14712],{},"PickYourPlace is free to use, and getting started is easy:",[212,14714,14715,14721],{},[215,14716,14717,14720],{},[17,14718,14719],{},"From the landing page",": Enter an address in the search box or select a random address to explore. You’ll instantly get detailed property and neighbourhood information.",[215,14722,14723,14726],{},[17,14724,14725],{},"From the explore page",": Use the search box or click on a property on the interactive map. You can view property value, safety, and accessibility in different tabs for a complete picture.",[11928,14728,12420,14730,12420,14737],{"className":14729},[11931,11933,11932,11934,11935],[11928,14731,11936,14733,12420],{"className":14732},[11940],[1074,14734],{"src":14735,"alt":12751,"className":14736},"/images/blog/hello-world/getting-started-landing-page.png",[11947,11948,11949],[11928,14738,11936,14740,12420],{"className":14739},[11940],[1074,14741],{"src":14742,"alt":12755,"className":14743},"/images/blog/hello-world/getting-started-explore-page.png",[11947,11948,11949],[28,14745,14746],{"id":4595},"What’s next?",[14,14748,14749,14750,14754],{},"Currently, PickYourPlace is available for the City of Calgary, but this is just the beginning. I have plans to add more cities and introduce new features in the coming months. This is where I need your help, your feedback will help shape the future of the platform. ",[199,14751,14753],{"href":11138,"rel":14752},[3030],"Let me know"," what’s missing, what can be improved, and which cities I should add next.",[28,14756,14758],{"id":14757},"a-final-word","A final word",[14,14760,14761],{},"The journey to building PickYourPlace has been one of procrastination, persistence, and a lot of late nights. But the mission has always been clear: to help you make better, more informed decisions when choosing where to live.",[14,14763,14764],{},"I’m excited about the future of PickYourPlace, and I can’t wait to see where this journey takes us. Thank you for being a part of it!",{"title":327,"searchDepth":328,"depth":328,"links":14766},[14767,14768,14769,14770,14775,14776,14777],{"id":14548,"depth":328,"text":14549},{"id":14569,"depth":328,"text":14570},{"id":14594,"depth":328,"text":14595},{"id":14604,"depth":328,"text":14605,"children":14771},[14772,14773,14774],{"id":14615,"depth":2181,"text":14616},{"id":14648,"depth":2181,"text":14649},{"id":14680,"depth":2181,"text":14683},{"id":14708,"depth":328,"text":14709},{"id":4595,"depth":328,"text":14746},{"id":14757,"depth":328,"text":14758},"/images/blog/hello-world/cover.png","2024-10-03","A tool designed to empower you with all you need to know to find the right home.",{},"/blog/hello-world",{"title":14540,"description":14780},"blog/hello-world",[4689],"_mNqbpAC835d2lxihh8Osa7WZnAtmgtRFmi5NEebmoU",1785379424952]