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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 was so bad for …" 741 comments · Page 23 of 30
@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...
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot …
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot of real estate and contributed to the raising property values, but many of the Canadians benefited from that selling their property for amounts they never even imagined and they created a small economic boom in the GTHA. I'll bet many of us miss them dearly now we know what true bad immigration looks like 😢
Identity Attack0.11280017
Insult0.07365121
Profanity0.018392462
Threat0.0071588317
Severe Toxicity0.004196167
Low Tox 0.16851899 Constructive 0.808
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
If you live near here... you know how bad it is. The entire city is little india, signage is all in a different language - fine sure, until yous ee the crime statisics and thecheap …
If you live near here... you know how bad it is. The entire city is little india, signage is all in a different language - fine sure, until yous ee the crime statisics and thecheap house prices + high insurance costs. It's turning into a mini Detroit.
Identity Attack0.10409598
Insult0.06634661
Profanity0.02249157
Threat0.0071847234
Severe Toxicity0.0037574768
Low Tox 0.16765249 Constructive 0.584 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Identity Attack0.07012023
Insult0.06634661
Profanity0.013678487
Threat0.009074804
Severe Toxicity0.0034332275
Low Tox 0.16678599 Moderate Con 0.416 Fear_Threat
Sep 19, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
I feel bad for Canada I seen their side of Niagara Falls and I honestly thought it was India at first for a sec
I feel bad for Canada I seen their side of Niagara Falls and I honestly thought it was India at first for a sec
Identity Attack0.12440576
Insult0.04383647
Profanity0.024062896
Threat0.0083886795
Severe Toxicity0.0037384033
Low Tox 0.16591948 Moderate Con 0.444 Humor_Satire
Jan 27, 2026 461 likes Inside Canada's Indian Invasion...
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
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...
Most kids in middle school where I live in Calgary can barely speak English, it’s not just a bad outlook it’s genuinely tragic. SEAN FRASER is to blame
Most kids in middle school where I live in Calgary can barely speak English, it’s not just a bad outlook it’s genuinely tragic. SEAN FRASER is to blame
Identity Attack0.036878675
Insult0.07998765
Profanity0.014156717
Threat0.0069387536
Severe Toxicity0.0024986267
Low Tox 0.1641865 Constructive 0.509 Policy_Critique
Oct 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get …
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get is the same program the natives get.CBC kind of blends the rules for legal immigration with illegals kind of watering it down to make it not seem as bad. Typical blur the lines!
Identity Attack0.105256535
Insult0.05964688
Profanity0.014634945
Threat0.0065827454
Severe Toxicity0.0031661987
Low Tox 0.1641865 Constructive 0.623
Aug 20, 2018 1 likes How much do refugees and …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much is bad for the people who have paid their taxes here forever, just so one particular immigrant group can use up resources that long time generations have built. I'm not saying any particular culture, but there are too many of them. This particular culture should also be reduced because they are exploiting every mistake the government makes (from their good hearts) or loopholes to stay. Not just stay but trying to transform a country into their own. That is wrong. Most immigrants from past generations didn't come here to conquer the country. They came here to be part of a great country. Contribute to it. Make it better, not make it worse. And now here we are. How are we going to fix this? Put a very long pause on immigeation. Get rid of international students from this particular country. They have no right to stay. Stop giving licenses to unqualified people that can't read, write, speak or even understand English. It's becoming a safety issue everywhere. Again, it's not about race. It's the "too many" factor that the country can not sustain.
Identity Attack0.11512129
Insult0.061626412
Profanity0.026454043
Threat0.010913103
Severe Toxicity0.005722046
Low Tox 0.16245349 Constructive 0.677
Aug 25, 2025 Why Canadians Are Turning Against …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. Is this over there are 3 options … 1st get a visa extension … 2nd get your PR ( if you fulfill the criteria ) 3rd leave the country. And one thing more Canada own you nothing! No Canada gave you a chance to come here to this country temporarily! You know from the beginning what this means. Don’t cry and say how bad Canada is ..
Identity Attack0.022791367
Insult0.0838533
Profanity0.025770858
Threat0.007832011
Severe Toxicity0.0035476685
Low Tox 0.16245349 Constructive 0.539
Jan 15, 2026 8 likes 2.9 million Canadian temporary visas …
I'm not a fan of Brampton and its true we have too many Indians in Canada who don't try to assimilate and create problems but not all of them are bad and its not good …
I'm not a fan of Brampton and its true we have too many Indians in Canada who don't try to assimilate and create problems but not all of them are bad and its not good to judge an entire country based on a few individuals.
Identity Attack0.1714862
Insult0.054962315
Profanity0.015591404
Threat0.006848133
Severe Toxicity0.0028800964
Low Tox 0.16158698 Constructive 0.722
Jan 27, 2026 Inside Canada's Indian Invasion...
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney …
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney spending hundreds of thousands in flight catering no projects done. Liberal immigration really hurt affordability, GDP is failing and debt has doubled. The CDN economy is a disaster.
Identity Attack0.026007013
Insult0.08582769
Profanity0.013200258
Threat0.0066668927
Severe Toxicity0.0022411346
Low Tox 0.16158698 Moderate Con 0.497 Policy_Critique
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
Try ordering food with any delivery company. It is the worst experience ever. I remember delivery people used to be so chill, probably because they could afford to live on minimum wage. I recently gave …
Try ordering food with any delivery company. It is the worst experience ever. I remember delivery people used to be so chill, probably because they could afford to live on minimum wage. I recently gave a driver a huge tip and requested it be brought to my door because I was having a movie night, they called me and said " COME OUTSIDE! COME OUTSIDE!" and I said "I requested for it to be delivered to my door", then he hung up and left with the food. Probably ate it. I had to reorder my meal and wait another hour. I swear to God every time I order food for delivery, which is rarely, the door dash driver is absolutely disrespectful or putting in 0 zero. This is the cheap labor Trudeau wanted. I honestly just feel bad ordering food for delivery now because I know it's hell out there
Identity Attack0.006363631
Insult0.06739554
Profanity0.07255927
Threat0.009825659
Severe Toxicity0.0039482117
Low Tox 0.16098402 Constructive 0.73 Economic_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Remember ~2 years ago when the then Trudeau government wanted to allow PRs to sponsor up to 19 family members each? Image how bad our healthcare system and housing situation would be if that happened. …
Remember ~2 years ago when the then Trudeau government wanted to allow PRs to sponsor up to 19 family members each? Image how bad our healthcare system and housing situation would be if that happened. Bringing in parents and grandparents is not economically sustainable - It was an insane proposal.
Identity Attack0.0029783275
Insult0.086852804
Profanity0.017026093
Threat0.0063367756
Severe Toxicity0.0013923645
Low Tox 0.15711457 Constructive 0.558
Jan 20, 2026 Why Canada’s immigration system has …
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason …
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason liberal politicians think they need to bring in people from these places who hate us and want to change things. I feel bad for the people who came here to be here genuinely. Nobody can afford anything here now because of being overrun
Identity Attack0.12208464
Insult0.05262003
Profanity0.016547862
Threat0.007094103
Severe Toxicity0.0030708313
Low Tox 0.15711457 Constructive 0.65 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
The crime, the bad driving, the lack of English
The crime, the bad driving, the lack of English
Identity Attack0.030175667
Insult0.05086332
Profanity0.021740068
Threat0.008298059
Severe Toxicity0.0035858154
Low Tox 0.15656179 Low Con 0.181
Nov 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
A person from India isn't bad, but the thing is there's like a billion or more of them.
A person from India isn't bad, but the thing is there's like a billion or more of them.
Identity Attack0.15303208
Insult0.035774168
Profanity0.032142747
Threat0.008259222
Severe Toxicity0.0049209595
Low Tox 0.15656179 Moderate Con 0.35 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I am surprised that the people who came as an immigrants a long time ago built everything and now they are saying bad about the new immigrants such as students who are working hard, they …
I am surprised that the people who came as an immigrants a long time ago built everything and now they are saying bad about the new immigrants such as students who are working hard, they have new set of skills, more advanced in terms of everything. The conclusion is that old immigrants thinks that they own everything and they have the only rights.
Identity Attack0.1294935
Insult0.046178754
Profanity0.016069634
Threat0.0065633263
Severe Toxicity0.002822876
Low Tox 0.15656179 Constructive 0.672
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
Identity Attack0.10221587
Insult0.058475737
Profanity0.01402008
Threat0.007081157
Severe Toxicity0.0028419495
Low Tox 0.15600902 Constructive 0.559 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Could you maybe, next time, not interview people in the middle of a parking lot. They are already bad drivers, you don't need to add hazards.
Could you maybe, next time, not interview people in the middle of a parking lot. They are already bad drivers, you don't need to add hazards.
Identity Attack0.0045507364
Insult0.08558089
Profanity0.013780965
Threat0.008194493
Severe Toxicity0.0018787384
Low Tox 0.15600902 Low Con 0.292 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
People are so worried about being the minority as if minorities are treated bad or something 🤨
People are so worried about being the minority as if minorities are treated bad or something 🤨
Identity Attack0.07094744
Insult0.039444692
Profanity0.04667213
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.15490346 Moderate Con 0.314
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Recruiting foreign military is a bad idea....war i would assume is a very demanding and depressing time which means troops has to be highly motivated, loyal and patriotic. I fail to see a foreign "mercenary" …
Recruiting foreign military is a bad idea....war i would assume is a very demanding and depressing time which means troops has to be highly motivated, loyal and patriotic. I fail to see a foreign "mercenary" having these traits to defend the honour of Canada.
Identity Attack0.06158508
Insult0.07428485
Profanity0.016821137
Threat0.00789674
Severe Toxicity0.0022411346
Low Tox 0.1537979 Constructive 0.54 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.