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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: "You should come to the …" 1,829 comments · Page 57 of 74
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
Coming soon to the Christian country named America 🇺🇸
Coming soon to the Christian country named America 🇺🇸
Identity Attack0.078392304
Insult0.016860934
Profanity0.02474608
Threat0.010162249
Severe Toxicity0.004501343
Low Tox 0.103928015 Low Con 0.142 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Maybe the americans will come in capture carney
Maybe the americans will come in capture carney
Identity Attack0.043581683
Insult0.023093075
Profanity0.025634222
Threat0.01698343
Severe Toxicity0.0041007996
Low Tox 0.103494145 Low Con 0.161
Jan 5, 2026 New rules, regulations take effect …
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to …
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to our country. I agree, I think if people come to my country, they need to assimilate. Learn our languages, understand our culture and integrate. I feel that they need to create another sector to follow up on visas, check in on people, monitor. I also feel the banks need to monitor the amount of money people are sending back home, I understand some money. But not everything.
Identity Attack0.08749158
Insult0.024640027
Profanity0.029596692
Threat0.00948907
Severe Toxicity0.0037956238
Low Tox 0.103060275 Constructive 0.852 Policy_Critique
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
I was NOT expecting Tyler to come to Canada, I'M ACTUALLY IMPRESSED THEY LET YOU IN!!! The fatigue is BEYOND real.
I was NOT expecting Tyler to come to Canada, I'M ACTUALLY IMPRESSED THEY LET YOU IN!!! The fatigue is BEYOND real.
Identity Attack0.023997234
Insult0.0350029
Profanity0.01442999
Threat0.006822242
Severe Toxicity0.0026130676
Low Tox 0.102626406 Constructive 0.562 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Please come to Australia we have the same problem
Please come to Australia we have the same problem
Identity Attack0.050216515
Insult0.022190686
Profanity0.020032106
Threat0.008556974
Severe Toxicity0.002784729
Low Tox 0.102626406 Moderate Con 0.415 Comparative_Framing
Feb 9, 2026 Inside Canada's Indian Invasion...
Oh this is just words. I do not believe any of it We are overpopulated and they are still coming in.
Oh this is just words. I do not believe any of it We are overpopulated and they are still coming in.
Identity Attack0.039456755
Insult0.025155678
Profanity0.017504321
Threat0.00814271
Severe Toxicity0.0029563904
Low Tox 0.102192536 Low Con 0.281 Fear_Threat
Dec 28, 2025 Deportations From Canada at Their …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All 2 billion ? what’s the limit? And what happens when you reach the limit and they still keep coming in ?
Identity Attack0.047190998
Insult0.026960457
Profanity0.015591404
Threat0.007353018
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.325
Mar 24, 2018 1 likes How much do refugees and …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them. So stop pointing fingers. This is our Canada, built by all of us, together. Diversity isn’t the problem — it’s our power. 💪
Identity Attack0.053399716
Insult0.026831545
Profanity0.012722028
Threat0.0066733654
Severe Toxicity0.0020694733
Low Tox 0.10175867 Constructive 0.653 Solidarity
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
India has Left-Hand traffic. They come here and drive in a Right-Hand traffic country with no license. That's why insurance in Brampton is $700/month. They also hijacked the trucking business and cause pileups on the …
India has Left-Hand traffic. They come here and drive in a Right-Hand traffic country with no license. That's why insurance in Brampton is $700/month. They also hijacked the trucking business and cause pileups on the roads almost weekly.
Identity Attack0.060220852
Insult0.028722567
Profanity0.018665737
Threat0.008712323
Severe Toxicity0.0026893616
Low Tox 0.10175867 Moderate Con 0.435 Unverified_Claim
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— you’ll never come back. If you book your own flight out thru this app, it is free and you have a chance to come back legally one day. We’ll even throw in $1K USD for spending. This way you get the change to say goodbye, pack, and plan to leave… otherwise, we will pick the time and place you’ll leave and you’ll end up detained while waiting to leave.”
Identity Attack0.00984143
Insult0.038566336
Profanity0.021056883
Threat0.010395273
Severe Toxicity0.0028800964
Low Tox 0.10175867 Moderate Con 0.433
Nov 20, 2025 6 likes Thousands of refugees allowed into …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the crushing debt we will pay for years to come thanks Liberals!!
Identity Attack0.029402243
Insult0.033570543
Profanity0.011902207
Threat0.007081157
Severe Toxicity0.0019454956
Low Tox 0.1013248 Moderate Con 0.313
Nov 6, 2018 How much do refugees and …
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che …
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che non ho nulla contro di loro!
Identity Attack0.07591068
Insult0.03827355
Profanity0.021876704
Threat0.0060713873
Severe Toxicity0.0051116943
Low Tox 0.1013248 Moderate Con 0.466 Comparative_Framing
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Identity Attack0.07425626
Insult0.025155678
Profanity0.0117997285
Threat0.0067834044
Severe Toxicity0.0020217896
Low Tox 0.10089093 Moderate Con 0.401 Question
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
so where are the current invaders coming from? who is behind it and why? Does Walmart need more customers and employees ? Do the police need more customers ? Does Chair mayor Chow need another …
so where are the current invaders coming from? who is behind it and why? Does Walmart need more customers and employees ? Do the police need more customers ? Does Chair mayor Chow need another excuse to raise taxes ? In the name of safety and the socialist/communist New World Order.
Identity Attack0.024198212
Insult0.032909457
Profanity0.012926984
Threat0.007197669
Severe Toxicity0.0021457672
Low Tox 0.10045706 Low Con 0.288 Fear_Threat
Jun 17, 2025 How Canada broke its immigration …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ghazipur Landfill coming soon in Brampton. Lmao
Ghazipur Landfill coming soon in Brampton. Lmao
Identity Attack0.023193322
Insult0.030154925
Profanity0.04792466
Threat0.015429466
Severe Toxicity0.0061035156
Low Tox 0.10002319 Low Con 0.206
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration has increased because the government needs more people for the economy. The population 25+ years ago was enough to keep with the costs and demand. Now, Canada probably has a lot of demand and …
Immigration has increased because the government needs more people for the economy. The population 25+ years ago was enough to keep with the costs and demand. Now, Canada probably has a lot of demand and needs an influx of people both for education and jobs. Indians are enticed to come because they hear about towns that cater towards Indians like Brampton. Chinese people used to be the majority of immigrants and that was because Chinatowns would cater to them. Not to mention, these immigrants likely have temporary worker or student visas. These an whole thing with the student visas but I don't want to get into it. So Amazon and other large companies need a lot of workers for their demand and look outside of Canada to fill the job numbers. Meanwhile, Canadians that have been here for awhile are on the streets and jobless. So basically, Canada needs immigration for its demand but I think when too many people come all at once and from usually one country, Canadians will notice the change and feel the tensions that come with it.
Identity Attack0.08004672
Insult0.027476108
Profanity0.015625564
Threat0.0069516995
Severe Toxicity0.0024032593
Low Tox 0.09958932 Constructive 0.716
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s just a news come and go , all politicians are sleeping including Canadians
It’s just a news come and go , all politicians are sleeping including Canadians
Identity Attack0.030433474
Insult0.033019636
Profanity0.012073003
Threat0.0078449575
Severe Toxicity0.0018119812
Low Tox 0.09915545 Low Con 0.133
Sep 28, 2025 IRCC Names India in Study …
It's was never about the ethnicity of the people coming into the country but the quantity and quality of those immigrants. We all see it everyday, you see the majority of these new immigrants as …
It's was never about the ethnicity of the people coming into the country but the quantity and quality of those immigrants. We all see it everyday, you see the majority of these new immigrants as uber drivers and/or food delivery or some minimum wage job. I have a lot of 1st gen indo-canadian friends and even they admit that this uncontrolled immigration is hurting their image
Identity Attack0.07921951
Insult0.026315894
Profanity0.0117997285
Threat0.0063432488
Severe Toxicity0.0017356873
Low Tox 0.09915545 Constructive 0.707 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Come on. Our country needs people to sustain economic growth. The issue is that we have given billionaires and corporations tax breaks instead of building infrastructure. Let’s quit the finger pointing and just use those …
Come on. Our country needs people to sustain economic growth. The issue is that we have given billionaires and corporations tax breaks instead of building infrastructure. Let’s quit the finger pointing and just use those immigrants to build our infrastructure just like we did in the 50s and 60s
Identity Attack0.053854458
Insult0.02657372
Profanity0.0118338885
Threat0.007029374
Severe Toxicity0.001964569
Low Tox 0.09915545 Moderate Con 0.493
Jun 18, 2025 1 likes How Canada broke its immigration …
You should come to Portland OR and Vancouver WA, Seattle area too - compare and contrast these communities to the Russians that moved here in the 90s. Still only one generation, but very assimilated, just …
You should come to Portland OR and Vancouver WA, Seattle area too - compare and contrast these communities to the Russians that moved here in the 90s. Still only one generation, but very assimilated, just with old foods and some customs of the old land. Like Germans, Scandinavians, English, Scottish, Polish, Italians, French immigrants. 2nd gen is already thoroughly Americanized. By 3rd generation, impossible to tell the difference. We do tend to be much more conservative, very Protestant actually in the PNW. Ilya Malinin, a memeber of our US figure skating team, is ethnically Russian. Looks like a Russian, but Russians look very American generally. Many such cases. And then the Mexis, Somalis, Indians... Even the fresh Ukrainians are a little uh... but I think at least the Ukies will adapt quickly
Identity Attack0.06249457
Insult0.030044744
Profanity0.016616182
Threat0.0069646453
Severe Toxicity0.0025177002
Low Tox 0.09872158 Constructive 0.79 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
I think it is important to realize that immigration comes in waves. right now we are seeing a huge wave of indian immigrants but eventually it will slow down and many will return home and …
I think it is important to realize that immigration comes in waves. right now we are seeing a huge wave of indian immigrants but eventually it will slow down and many will return home and a new wave will come. I think we often forget we are a country of immigrants. All of us have origins elsewhere, at one point the wave of immigration we came from caused "disruptions". Irish, Italian, Ukrainian ect. endlessly we were have waves of immigration. the best thing to do is learn about each others culture and realize we are all born under the same sun.
Identity Attack0.08004672
Insult0.025026767
Profanity0.024609445
Threat0.008414571
Severe Toxicity0.0031471252
Low Tox 0.09872158 Constructive 0.791
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
More Immigrants have to come... Canada have plenty of land.
More Immigrants have to come... Canada have plenty of land.
Identity Attack0.06704199
Insult0.020708188
Profanity0.011065305
Threat0.007689608
Severe Toxicity0.0024795532
Low Tox 0.09872158 Low Con 0.28 Solidarity
Jan 19, 2026 Why Canada’s immigration system has …

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.