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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 #}

Comment Explorer

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Active: "he should have done the …" 376 comments · Page 13 of 16
So what can be done? Unless they are Canadian citizens can they not be sent back?
So what can be done? Unless they are Canadian citizens can they not be sent back?
Identity Attack0.034558404
Insult0.013478912
Profanity0.010501678
Threat0.0072235605
Severe Toxicity0.0014209747
Low Tox 0.04686289 Low Con 0.248 Question
Oct 15, 2025 How Canada broke its immigration …
The question is, what is being done now to solve this Liberal made crisis? How much lasting damage will it do to Canada? Is it fixable?
The question is, what is being done now to solve this Liberal made crisis? How much lasting damage will it do to Canada? Is it fixable?
Identity Attack0.014249804
Insult0.01961243
Profanity0.010740792
Threat0.008362788
Severe Toxicity0.0014877319
Low Tox 0.04686289 Low Con 0.218 Policy_Critique
Jun 17, 2025 52 likes How Canada broke its immigration …
All done by design you Canadians to bring in the New World order and the one with government
All done by design you Canadians to bring in the New World order and the one with government
Identity Attack0.023796257
Insult0.018774498
Profanity0.010347961
Threat0.006641001
Severe Toxicity0.0015449524
Low Tox 0.045378547 Low Con 0.129 Unverified_Claim
Nov 20, 2025 1 likes Why Canadians Are Turning Against …
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams …
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams as well and possibly day care centers too! Something is going on and no one has done any investigating yet. Please help!!! Thank you for all you do!
Identity Attack0.0035147965
Insult0.02373764
Profanity0.012995303
Threat0.0064597605
Severe Toxicity0.0010967255
Low Tox 0.044883765 Constructive 0.758 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian. This is it. Tyler nailed it. It takes an American to call it as it is. I could shake Tyler's hand, well done.
As a Canadian. This is it. Tyler nailed it. It takes an American to call it as it is. I could shake Tyler's hand, well done.
Identity Attack0.014149316
Insult0.018967867
Profanity0.011970525
Threat0.008103873
Severe Toxicity0.001335144
Low Tox 0.044141594 Constructive 0.632 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. …
It's not right or tight yet. Lot of work needs to be done. Lot of people need to be sent back home. Unfortunately last 10 years immigration was done without any proper plans or objectives. We all agree to that.
Identity Attack0.020580608
Insult0.014390918
Profanity0.010587076
Threat0.006925808
Severe Toxicity0.0011873245
Low Tox 0.043399423 Constructive 0.67 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration …
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration has broad support across Canada. I wouldn't say that notion is dividing the country in any significant way. You do have certain industry groups that disagree, but among the population these reductions have broad support. This is a historic change in public opinion in Canada, but it has been driven by the unprecedented increase in immigration under the last term of the Trudeau government. To put this in context, non-permanent residents in Canada numbered around 1.5 million on Q3 2023, but by Q3 2025, that number sat a just over 3 million. The previous government increased immigration targets by 3 or 4 times over what they had been for years, which caused a number of economic issues. Essentially, the volume was simply too high for the economy and society to support. This was unfair to both Canadians and new comers, many of which could not find employment or afford a decent place to live. The changes being suggested are largely bringing Canada back to what the targets were for over a decade before, though a bit lower to account for the sudden surge. Canada remains one of the most pro-immigration countries in the world. However, and this is where I think DW's reporting is misleading, there is a distinction to be made between policies at the federal level and policies at the provincial level. Immigration, per our constitution, is a federal matter, however, Quebec in particular is distinct from other provinces. I don't mean only culturally and linguistically, but also in the powers that have been devolved to it by the federal government. On the question of immigration, Quebec has more powers and more ability to set its immigration targets and programs than any of the other 9 provinces. The particular program discussed here, the Quebec Experience Program (PEQ), is a particular immigration stream that only existed in Quebec. So what is happening with that program cannot be labeled as a whole-of-Canada thing. Where the changes to the PEQ are controversial, unlike the general changes at the federal level, is that people who immigrated under that specific program were promised certain things. There was a multi-year time line to Permanent Residency and then Citizenship. Many of those people have been in Quebec for 5-8 years already. However, the changes made to the program were done in such a way where people who many years into the program, had gotten an education, started a career, had children, ect. are now being told they can't continue and must leave Canada. There are even stories of people who married Canadians, now have children, and the one parent who was under this program now faces the possibility of having to leave Canada and be separated from their family. All through no fault of their own. That is what many people see as unfair, and I agree, however limiting future applications under the program, to bring in less people, that is not controversial. Canada has no responsibility to bring in people who are not already in Canada, but Canada does have some responsibility towards people who uprooted their lives to move to Canada and built new lives here based on promises and representations made to them by the Canadian and Quebecois governments. We should no simply kick those people out of the country.
Identity Attack0.011099357
Insult0.022899706
Profanity0.013029462
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.043399423 Constructive 0.821 Policy_Critique
Feb 11, 2026 29 likes Canada's tighter immigration policy divides …
I am so done
I am so done
Identity Attack0.0073625734
Insult0.014048916
Profanity0.027547138
Threat0.009955117
Severe Toxicity0.0028800964
Low Tox 0.04290464 Moderate Con 0.456 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada is done , they r no longer sovereign they change laws to suit certain groups and the system is rigged to be taxed to death dang you can die is an emergency room of …
Canada is done , they r no longer sovereign they change laws to suit certain groups and the system is rigged to be taxed to death dang you can die is an emergency room of a hospital. Imagine paying into the system for 30 plus years and you can’t get an mir or a cat scan for months and when u do it’s too late
Identity Attack0.00048157218
Insult0.0010963258
Profanity0.0001818672
Threat0.05604665
Severe Toxicity0.000029223143
Low Tox 0.041158807 Policy_Critique
Apr 15, 2025 1 likes
Immigration and Customs Enforcement should be done a long time ago
Immigration and Customs Enforcement should be done a long time ago
Identity Attack0.017766917
Insult0.0113889
Profanity0.013200258
Threat0.007832011
Severe Toxicity0.0016117096
Low Tox 0.04067813 Low Con 0.192 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Don't request his presence, demand it, subpoena him. Good grief, does anything *EVER* get done??
Don't request his presence, demand it, subpoena him. Good grief, does anything *EVER* get done??
Identity Attack0.002173624
Insult0.012718908
Profanity0.013507691
Threat0.012078222
Severe Toxicity0.0015068054
Low Tox 0.039462693 Low Con 0.247
Oct 1, 2025 1 likes IRCC Names India in Study …
The damage is done.....very sad 😔 for Canada 🇨🇦
The damage is done.....very sad 😔 for Canada 🇨🇦
Identity Attack0.008509507
Insult0.015340924
Profanity0.009835573
Threat0.008311004
Severe Toxicity0.001373291
Low Tox 0.038519915 Moderate Con 0.398 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
It's not enough, only a complete halt to the whole program. They don't leave, and nothing is done about it.
Identity Attack0.0023586133
Insult0.013516913
Profanity0.013712646
Threat0.0100069
Severe Toxicity0.0013256073
Low Tox 0.03828422 Low Con 0.239 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
Dont worry, because absolutely nothing is being done about this
Dont worry, because absolutely nothing is being done about this
Identity Attack0.004994711
Insult0.013402912
Profanity0.021330157
Threat0.0082074385
Severe Toxicity0.0015544891
Low Tox 0.038048524 Low Con 0.204
Nov 7, 2025 Why Canadians Are Turning Against …
Canada is done There is NO going back I would say just give up now and accept the situation. Also canada won’t be canada in next few years it will be PANADA
Canada is done There is NO going back I would say just give up now and accept the situation. Also canada won’t be canada in next few years it will be PANADA
Identity Attack0.015455672
Insult0.013972916
Profanity0.0103992
Threat0.007340072
Severe Toxicity0.0013637543
Low Tox 0.037105743 Low Con 0.25 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is done and Britain
Canada is done and Britain
Identity Attack0.013646871
Insult0.012870909
Profanity0.016957775
Threat0.00933372
Severe Toxicity0.0020313263
Low Tox 0.036162965 Low Con 0.266
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is done
Canada is done
Identity Attack0.010433395
Insult0.013250912
Profanity0.01627459
Threat0.008492245
Severe Toxicity0.0019550323
Low Tox 0.034748793 Moderate Con 0.336 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is done
Canada is done
Identity Attack0.010433395
Insult0.013250912
Profanity0.01627459
Threat0.008492245
Severe Toxicity0.0019550323
Low Tox 0.034748793 Moderate Con 0.333 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Just cancel all applications in the backlogs, done.
Just cancel all applications in the backlogs, done.
Identity Attack0.0032743104
Insult0.009944891
Profanity0.015420608
Threat0.011042561
Severe Toxicity0.0014781952
Low Tox 0.034277402 Low Con 0.16 Call_To_Action
Jan 19, 2026 273 likes Why Canada’s immigration system has …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
i wonder,,,have you ever thought,,,,Hmmm!,,,it's almost like this is being done; deliberately ?
i wonder,,,have you ever thought,,,,Hmmm!,,,it's almost like this is being done; deliberately ?
Identity Attack0.0025158543
Insult0.013896915
Profanity0.013302735
Threat0.007754337
Severe Toxicity0.0011444092
Low Tox 0.034041706 Moderate Con 0.319
Aug 25, 2025 Why Canadians Are Turning Against …
incredible video , well done ..,
incredible video , well done ..,
Identity Attack0.008546505
Insult0.0113889
Profanity0.026454043
Threat0.012906751
Severe Toxicity0.0044059753
Low Tox 0.03309893 Moderate Con 0.486 Meta_Commentary
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
😂😂😂 omg Canada 🇨🇦 is done 😅
😂😂😂 omg Canada 🇨🇦 is done 😅
Identity Attack0.008916483
Insult0.01302291
Profanity0.015864678
Threat0.007081157
Severe Toxicity0.0022888184
Low Tox 0.031684756 Moderate Con 0.323
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people in these positions can’t (or won’t) do their jobs properly? They need more pressure, more accountability and if they still can’t deliver, then they should be replaced by Canadians who will get the job done.
Identity Attack0.013948337
Insult0.014390918
Profanity0.009733095
Threat0.006925808
Severe Toxicity0.0009441376
Low Tox 0.03109552 Moderate Con 0.396
Oct 1, 2025 1 likes IRCC Names India in Study …

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.