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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "It's not just Tim Hortons. …" 260 comments · Page 6 of 11
As a Canadian that frequents Tim Hortons, the only time I had difficulty with East Indians is language barrier. Had to explain to a lady on a phone what dog dandruff was, when I was …
As a Canadian that frequents Tim Hortons, the only time I had difficulty with East Indians is language barrier. Had to explain to a lady on a phone what dog dandruff was, when I was booking a doctor appointment.
Identity Attack0.11860296
Insult0.13064787
Profanity0.02795705
Threat0.0066086366
Severe Toxicity0.004749298
Low Tox 0.22311419 Constructive 0.725
Jan 27, 2026 Inside Canada's Indian Invasion...
Your research it flawed, I live in London not to far from Brampton, I worked for Tim Hortons for 10 years and quite because the company is awful to their employees, race has nothing to …
Your research it flawed, I live in London not to far from Brampton, I worked for Tim Hortons for 10 years and quite because the company is awful to their employees, race has nothing to do with it.
Identity Attack0.060220852
Insult0.09855611
Profanity0.027547138
Threat0.006602164
Severe Toxicity0.0033569336
Low Tox 0.20335422 Constructive 0.752 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The only Tim Hortons I saw a white employee in was small town Nova Scotia.
The only Tim Hortons I saw a white employee in was small town Nova Scotia.
Identity Attack0.23998553
Insult0.046764325
Profanity0.02795705
Threat0.009126588
Severe Toxicity0.005302429
Low Tox 0.20172562 Moderate Con 0.419 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Yes they do that at the Tim Hortons and other restaurants too.. they will ignore you and serve the person behind you ahead bc they are ethnic😅
Yes they do that at the Tim Hortons and other restaurants too.. they will ignore you and serve the person behind you ahead bc they are ethnic😅
Identity Attack0.15945168
Insult0.06512285
Profanity0.03389629
Threat0.012130005
Severe Toxicity0.006713867
Low Tox 0.20126031 Constructive 0.551 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 2026 Inside Canada's Indian Invasion...
The tim hortons are served by philipinos and indians where i am. And then the customer base is segregated by race to the specific locations.
The tim hortons are served by philipinos and indians where i am. And then the customer base is segregated by race to the specific locations.
Identity Attack0.24074486
Insult0.036809623
Profanity0.028230323
Threat0.007909686
Severe Toxicity0.005378723
Low Tox 0.1991664 Constructive 0.551 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadian here, my local malls food court used to include subway, Mary browns, Tim’s hortons etc… today, it’s all foreign food places and you can barely read any of the names of each spot. Liberalism …
Canadian here, my local malls food court used to include subway, Mary browns, Tim’s hortons etc… today, it’s all foreign food places and you can barely read any of the names of each spot. Liberalism ruined Canada.
Identity Attack0.08252834
Insult0.0810151
Profanity0.014122557
Threat0.00899713
Severe Toxicity0.0027656555
Low Tox 0.19124292 Moderate Con 0.45 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, …
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, and the impact of Trump’s tariffs. But immigrants are seen as the black sheep and blamed for everything in all agendas of both parties. If the Canadian government wants to limit businesses from hiring temporary work permit workers, they should set a quota for them. Businesses that cannot hire Canadian workers must leave those positions vacant. All companies like Tim Hortons, Metro, Farms, fast food shops, etc. should be banned from hiring temporary permit workers, and any company that hires more than 10% of its staff must be seriously fined. Is it difficult to do? Too easy.
Identity Attack0.11512129
Insult0.089778624
Profanity0.027273865
Threat0.0075083673
Severe Toxicity0.0046157837
Low Tox 0.19124292 Constructive 0.657
Oct 1, 2025 1 likes IRCC Names India in Study …
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, …
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, Taco Bell, Tim Hortons, etc, and you'll see nothing but Indians or Bangladeshis who barely speak English. In small towns you don't really see this, but in any major city like Vancouver or GTA you will.
Identity Attack0.20878418
Insult0.057890166
Profanity0.015079016
Threat0.008764107
Severe Toxicity0.004310608
Low Tox 0.19029272 Constructive 0.618 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's SINGH HORTONS in 2026! Tim Horton's died.
It's SINGH HORTONS in 2026! Tim Horton's died.
Identity Attack0.006289636
Insult0.035553806
Profanity0.021398475
Threat0.1348172
Severe Toxicity0.007019043
Low Tox 0.18649188 Low Con 0.158 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler you can go to a Tim Hortons in a small town in the middle of nowhere Ontario and 75% of the staff will be Indian.
Tyler you can go to a Tim Hortons in a small town in the middle of nowhere Ontario and 75% of the staff will be Indian.
Identity Attack0.23239216
Insult0.04969218
Profanity0.017845914
Threat0.007340072
Severe Toxicity0.0042915344
Low Tox 0.18554166 Moderate Con 0.346 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to …
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to be for our youth…now they can’t get jobs. The one thing we all loved growing up is the fact that our country was so diverse/multicultural. So many people actually born here either move further or have been leaving the country because theres damn near no more Canada. I’m just glad someone finally made an actual video talking about this 🙏🏽Not everyone is a problem, it’s really the past 3-4years that have been awful
Identity Attack0.057492398
Insult0.0654725
Profanity0.25458565
Threat0.0074048014
Severe Toxicity0.008277893
Low Tox 0.18174082 Constructive 0.805 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Can confirm the local Tim Hortons to me in north east of England (which is for now majority white) started off with about 50% white employees then after bout 6 months was usually 0% white. …
Can confirm the local Tim Hortons to me in north east of England (which is for now majority white) started off with about 50% white employees then after bout 6 months was usually 0% white. They went bust a few months ago though.
Identity Attack0.23846684
Insult0.030044744
Profanity0.02836696
Threat0.009126588
Severe Toxicity0.005683899
Low Tox 0.18079062 Constructive 0.645 Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
こんにちは!Hello, from Japan, I've seen Japanese woman trying to scream at employers for no reason because she said she wanted black coffee at Tim Hortons, but the employees said there's no ingredients, and now that …
こんにちは!Hello, from Japan, I've seen Japanese woman trying to scream at employers for no reason because she said she wanted black coffee at Tim Hortons, but the employees said there's no ingredients, and now that she's in breakdown.
Identity Attack0.120924085
Insult0.045593183
Profanity0.08678388
Threat0.025443908
Severe Toxicity0.0063705444
Low Tox 0.17805049 Constructive 0.677
Nov 8, 2025 1 likes Why Canadians Are Turning Against …
I try to avoid Tim Hortons now... I'm certain they stir my black coffee with their hands now... Yesterday it had a salty curry aftertaste.
I try to avoid Tim Hortons now... I'm certain they stir my black coffee with their hands now... Yesterday it had a salty curry aftertaste.
Identity Attack0.11163961
Insult0.055547886
Profanity0.026590679
Threat0.015602129
Severe Toxicity0.0052261353
Low Tox 0.17805049 Constructive 0.542 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... …
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... loooong before THentered India. Wanna know how I knew that? *>I RESEARCHED IT<*. Please stop blaming us for the bad choices of Mericans. Research or don't bother... seriously.
Identity Attack0.07177465
Insult0.06407392
Profanity0.023721304
Threat0.00756015
Severe Toxicity0.003604889
Low Tox 0.1693855 Moderate Con 0.476 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
Remove all temp workers at Tim hortons and similar. Why do we import them just to do very low skill jobs?
Remove all temp workers at Tim hortons and similar. Why do we import them just to do very low skill jobs?
Identity Attack0.011247349
Insult0.07967083
Profanity0.013883443
Threat0.013702838
Severe Toxicity0.0029563904
Low Tox 0.16678599 Moderate Con 0.323 Policy_Critique
Dec 24, 2025 18 likes Deportations From Canada at Their …
Here in montreal, every single tim Hortons employee's are from India. I have nothing against it. it's just Strange
Here in montreal, every single tim Hortons employee's are from India. I have nothing against it. it's just Strange
Identity Attack0.16159154
Insult0.04852104
Profanity0.01893901
Threat0.0064468146
Severe Toxicity0.00333786
Low Tox 0.165053 Constructive 0.527 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Geez you know its bad in the GTA when Tim Hortons looks like that
Geez you know its bad in the GTA when Tim Hortons looks like that
Identity Attack0.008583503
Insult0.06757036
Profanity0.035148825
Threat0.0073918556
Severe Toxicity0.0029754639
Low Tox 0.165053 Low Con 0.255 Fear_Threat
Feb 9, 2026 Inside Canada's Indian Invasion...
Hadnt been to Canada for 8 years, but was in Calgary this fall and I think I was the only white person in Tim Hortons
Hadnt been to Canada for 8 years, but was in Calgary this fall and I think I was the only white person in Tim Hortons
Identity Attack0.18313584
Insult0.029163294
Profanity0.023106437
Threat0.008349842
Severe Toxicity0.0041770935
Low Tox 0.1641865 Moderate Con 0.467
Jan 27, 2026 Inside Canada's Indian Invasion...
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! …
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! I’m switching to McDonalds. Singh Hortons will never see another dollar from me
Identity Attack0.0055496786
Insult0.05027775
Profanity0.033144772
Threat0.006809296
Severe Toxicity0.0040626526
Low Tox 0.15822013 Moderate Con 0.446 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to …
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to be a proud Canadian and to be grateful for the opportunities that this country has afforded my family and I. I am a Canadian first, and Guyanese/Indian second. The issue I have with the city is that you have enclaves of ethnically homogenous people who refuse to assimilate - I once went into a Tim Hortons at Peter Robertson and Dixie, and was laughed at by the cashiers because I could not speak Hindi/Punjabi (despite being brown). There is nothing wrong with immigration - it makes the country stronger. HOWEVER, that only happens if the immigrants work to collectively advance the interests of the country and accept the rules/societal norms of the country they now call home. Instead, they find ways to circumvent/exploit the system - they are less interested on making society better, and more interested in individual advancement. I live in Professors Lake, which historically was one of the more affluent areas of the city. Now, there are several houses on my street that have essentially become boarding houses, divided into units of four with 10+ people living inside. I fully understand why white Canadians are feeling displaced, and it pains me that anti-immigrant sentiment has soured the way people look at me (despite being born in Canada).
Identity Attack0.13377325
Insult0.06285016
Profanity0.017436003
Threat0.007365964
Severe Toxicity0.004272461
Low Tox 0.15600902 Constructive 0.842 Personal_Narrative
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I blame Tim Hortons.
I blame Tim Hortons.
Identity Attack0.011617327
Insult0.061801232
Profanity0.018597418
Threat0.009307829
Severe Toxicity0.0030136108
Low Tox 0.15435068 Moderate Con 0.359 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, and identity from a pattern of exploitation that is eroding our nation. 1. Failure to Assimilate and Community Insularity Indian immigrants are not integrating into Canadian culture. Instead, they form parallel societies: Sending children to private ethnic schools that prioritize Indian languages and customs over Canadian values. Erecting statues and cultural symbols that celebrate India, not Canada—this is Canada, not a satellite of New Delhi. Prioritizing their own communities in hiring and services, creating ethnic enclaves that exclude others. This insularity prevents true assimilation and fosters division. 2. Exploitation of Systems and Loopholes Many arrive through fraudulent means and demand instant benefits: Establishing "diploma mill" colleges solely to gain entry, then claiming permanent residency or citizenship after minimal study. Only Indians teachers are hired through this made up "Colleges". Sponsoring extended family chains (parents, siblings, cousins) who contribute nothing but drain resources. Elderly parents, who have never paid Canadian taxes, access healthcare and social services immediately, overburdening hospitals while their families use nursing homes as a last resort. Bribing for driver's licenses abroad, leading to reckless, entitled driving on Canadian roads. These tactics exploit loopholes, bypassing fair processes meant for genuine contributors. 3. Strain on Resources and Job Market The rapid population growth is unsustainable: High birth rates (far above Canada's replacement level) are used strategically to "populate" the country and secure more benefits. Taking jobs from Canadians in government, police, education, healthcare, and beyond—often through nepotism and "cutting in line" for their networks. For example IRCC Director - Harpreet Kochhar Deputy Minister - Pemi Gill and Aiesha Zafar who have no idea where the 79,000 illegal Indians are in Canada. Remove these Minister from their position. They are incompetent in the jobs. Fraud = Predominant country = India. Nepotism is rampant in their community and their class system mentality. Overwhelming housing, food banks, parks (littered with garbage), and public spaces (including reports of improper behavior on beaches). Many work in low-productivity roles, undercutting wages and relying on welfare despite employment. Canadians are being displaced in their own country. 4. Criminal and Cultural Importation A subset brings a "gangster mentality" from India: Rising involvement in organized crime, fraud, and violence in cities like Brampton and Surrey. Lazy or substandard work ethic in some cases, prioritizing quick gains over quality. Just look at Tim Horton! This is not the skilled, law-abiding immigration Canada needs. Call to Action: Policy Reforms Now Cap and pause Indian immigration until assimilation metrics improve. End chain migration and fake college scams—require proven contributions before PR/citizenship. Enforce assimilation: Mandate public schools, cultural integration tests, and community service. Protect Canadians first: Prioritize housing, jobs, and services for citizens. I don't care if this is labeled "racist"—the evidence is clear. Indians are not here to build Canada; many are here to overtake it. Canadians have to act before it's too late.
Identity Attack0.14661247
Insult0.047935467
Profanity0.014566627
Threat0.008634649
Severe Toxicity0.004196167
Low Tox 0.15324512 Constructive 0.674
Oct 29, 2025 IRCC Names India in Study …
Tim Hortons needs to expand there PORK menu options
Tim Hortons needs to expand there PORK menu options
Identity Attack0.0073255757
Insult0.06424874
Profanity0.049177196
Threat0.0072235605
Severe Toxicity0.0038337708
Low Tox 0.15213956 Low Con 0.186 Advertisement_Spam
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.