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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: "There should be a country …" 3,912 comments · Page 120 of 157
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their …
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their countries of their populations, which in many countries they are packed like sardines. I already left the GTA thinking I would be relieved of this, but no, only slightly. They are in every town. I feel like the government harmed me indirectly because I opposed what the government did, so I took it upon myself to move, and yet, my problem was not solved. Africans, Indians and various Arabs are most in my neighbourhood, now. We are 3 hours away from Toronto. If you here in the comments section plan to move, then find a pocket at least 8 hours away from all the major canadian cities, but closer to some smaller towns.
Identity Attack0.0775651
Insult0.04852104
Profanity0.046922635
Threat0.011068452
Severe Toxicity0.0045204163
Low Tox 0.11652588 Constructive 0.813 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Refugees to Canada is a bit of a sham, the international law that Canada is obligated to follow requires claimant to make claim in the first safe country. Canada has gone beyond the law to …
Refugees to Canada is a bit of a sham, the international law that Canada is obligated to follow requires claimant to make claim in the first safe country. Canada has gone beyond the law to accept claimants despite this factor. Geographically speaking, it's basically impossible to escape anywhere and find yourself in Canada first.
Identity Attack0.060675595
Insult0.053791173
Profanity0.013712646
Threat0.0065050707
Severe Toxicity0.0022697449
Low Tox 0.115658075 Moderate Con 0.419
Dec 26, 2025 Deportations From Canada at Their …
Is it part of the WEF agenda to bankrupt the country by weaponizing the Immigration system against citizens?
Is it part of the WEF agenda to bankrupt the country by weaponizing the Immigration system against citizens?
Identity Attack0.04512853
Insult0.028942931
Profanity0.015523086
Threat0.026479885
Severe Toxicity0.003566742
Low Tox 0.11479026 Low Con 0.203 Unverified_Claim
Nov 21, 2025 1 likes Thousands of refugees allowed into …
People want reduced numbers but dealing with existing temporary workers needs a just solution . Canada lacks the space. Two thirds of the population live within 62 miles of the US border! You go little …
People want reduced numbers but dealing with existing temporary workers needs a just solution . Canada lacks the space. Two thirds of the population live within 62 miles of the US border! You go little north and life will be miserable and unbearable. —- PM Carney is a rational man. The numbers need to be managed. New entrants specially reduced, but I don’t know about those in the country already. It’s like they got hoodwinked.
Identity Attack0.013646871
Insult0.06739554
Profanity0.016616182
Threat0.007832011
Severe Toxicity0.0022125244
Low Tox 0.11479026 Constructive 0.784 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
They need to go. Temporary is temporary. If they don't go then we should stop issuing visas to those countries. India is on top of the list.
They need to go. Temporary is temporary. If they don't go then we should stop issuing visas to those countries. India is on top of the list.
Identity Attack0.10221587
Insult0.027841117
Profanity0.01620627
Threat0.010447056
Severe Toxicity0.003604889
Low Tox 0.11479026 Moderate Con 0.359 Call_To_Action
Jan 21, 2026 2.9 million Canadian temporary visas …
Unfortunately, Canada is changing for the worse. Many people are unemployed. Migrants work for money that is below the subsistence level. Prices are rising. And wages are stagnant. Only migrants from third countries remain here. …
Unfortunately, Canada is changing for the worse. Many people are unemployed. Migrants work for money that is below the subsistence level. Prices are rising. And wages are stagnant. Only migrants from third countries remain here. Others return. Even young Canadians are leaving Canada for a better life.
Identity Attack0.10221587
Insult0.03235855
Profanity0.012141321
Threat0.0061037517
Severe Toxicity0.0022220612
Low Tox 0.11479026 Moderate Con 0.469 Economic_Argument
Feb 14, 2026 Inside Canada's Indian Invasion...
Joke of the a country
Joke of the a country
Identity Attack0.025605056
Insult0.036104713
Profanity0.032643758
Threat0.008103873
Severe Toxicity0.003566742
Low Tox 0.11450345 Low Con 0.235 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
There's nothing wrong with immigration as long as there's an expectation of integration. Come here to be Canadian and add to the value of our country, instead of destroying it.
There's nothing wrong with immigration as long as there's an expectation of integration. Come here to be Canadian and add to the value of our country, instead of destroying it.
Identity Attack0.051580742
Insult0.03257891
Profanity0.012585391
Threat0.009644418
Severe Toxicity0.0022506714
Low Tox 0.11440011 Constructive 0.572
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I'm an immigrant who came here when i was almost 2 yrs old with my single mother who worked 3 jobs to support me.We're here for 45 yrs.I'm a proud Canadian and agree 💯 with …
I'm an immigrant who came here when i was almost 2 yrs old with my single mother who worked 3 jobs to support me.We're here for 45 yrs.I'm a proud Canadian and agree 💯 with Canadians.Why do we have to accept others religions while they dont have to..How is saying Merry Christmas now a bad thing to say or God Bless..They should leave their religion and culture behind their door and be proud and appreciate Canada let them in ..We need them to adapt to our Culture or go back to their country
Identity Attack0.10221587
Insult0.028612386
Profanity0.01261955
Threat0.0067834044
Severe Toxicity0.0031661987
Low Tox 0.11429678 Constructive 0.837
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
Is there a city in India taken over by immigrants from a different country? (Just asking for a friend)
Is there a city in India taken over by immigrants from a different country? (Just asking for a friend)
Identity Attack0.105256535
Insult0.027476108
Profanity0.019553876
Threat0.006848133
Severe Toxicity0.0026893616
Low Tox 0.11429678 Low Con 0.296 Question
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
They have whole continents and ethnic nations for themselves. Now, we have little, mere, scant slivers of erable land while the rest of the world's nations still have plenty of land, except for those whom …
They have whole continents and ethnic nations for themselves. Now, we have little, mere, scant slivers of erable land while the rest of the world's nations still have plenty of land, except for those whom have already overpopulated themselves. While actual canadians have no opportunities and means to make products and services and compete in the marketplace for our people. Nobody seems to give a care about french and british isles canadians who built this country. Most of everyone else just moved in and out of those many just came for the government benefits and perks, and also the fact they could move their whole family and acquaintances. Let's be honest. A lot of people born here are descendants of scammers and grifters of the canadian system in some way. At this point, I think we should criticize all the various groups that have come here en masse. Most of the MPs have no spine. You can still have a liberal policy and still end immigration. It's the elephant in the room. End immigration and subsequent benefits and family unification policies.
Identity Attack0.06385879
Insult0.05964688
Profanity0.021125201
Threat0.0069516995
Severe Toxicity0.0033950806
Low Tox 0.11429678 Constructive 0.624
Jan 27, 2026 Inside Canada's Indian Invasion...
This is only easy Canada increase its GDP, just by importing it and fool the world calling it domestic. The country runs mainly on real estate flipping by money launders and not developed for self …
This is only easy Canada increase its GDP, just by importing it and fool the world calling it domestic. The country runs mainly on real estate flipping by money launders and not developed for self sustainable organic growth of population,
Identity Attack0.02048012
Insult0.06424874
Profanity0.017914234
Threat0.0067898775
Severe Toxicity0.0021839142
Low Tox 0.11419344 Low Con 0.232
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working in the nation I was raised and I am having some people have my job who aren't even fit for the job. It makes no sense to me. Our wages have stalled due to international students for a better life, but at the end I want money just like other Canadians who have been here for ages. Also we need to end why our government allows lucrative hiring contracts overseas for cheaper positions in certain degrees and diplomas. In addition, why are all of our call centers placed all over the world. From Africa, south east Asia, South Asia. Those jobs can be available here. We can have a decomcratic country if our country didn't care about just "growth" we didn't need more immigration. We needed systematic change in government, schools, common sense, I could go on. I think us as Canadians don't know how corrupt the world really is. Look at other countries and how they work. It's lucrative essentives to benefit only certain people. I would rather have our tax payer money be used to fix the system. My dad's been here since the 1980s and he is sad for everyone. This is a loss on both ends. We didn't create new universities, new highways to support the population, no hospitals, new schools. I remember when my class sizes were 18 to 20 kids. We need change, not radical because we were never that. Let's do what we do best and be Canadians for us first.
Identity Attack0.09410924
Insult0.04383647
Profanity0.019758832
Threat0.0074306927
Severe Toxicity0.0032806396
Low Tox 0.11419344 Constructive 0.85 Personal_Narrative
Oct 1, 2025 1 likes IRCC Names India in Study …
I didn’t vote Liberal because they ran the country for 10 years and they got nothing done so why should anyone else vote Liberal.
I didn’t vote Liberal because they ran the country for 10 years and they got nothing done so why should anyone else vote Liberal.
Identity Attack0.04822223
Insult0.05027775
Profanity0.014498309
Threat0.006809296
Severe Toxicity0.0023174286
Low Tox 0.1140901 Moderate Con 0.469 Policy_Critique
Feb 25, 2026 'We do know that there's …
I’m not racist we were all immigrants at one time, but I don’t remember being asked by the government if we want to invite this many of any race into the country. Everything is good …
I’m not racist we were all immigrants at one time, but I don’t remember being asked by the government if we want to invite this many of any race into the country. Everything is good in moderation, not floodgates.
Identity Attack0.10221587
Insult0.030926194
Profanity0.02023706
Threat0.006874025
Severe Toxicity0.002746582
Low Tox 0.1140901 Constructive 0.634
Aug 27, 2025 Why Canadians Are Turning Against …
These politicians will do anything for votes they don’t care one bit about the country all they worry about is lining their pockets with tax dollars and power
These politicians will do anything for votes they don’t care one bit about the country all they worry about is lining their pockets with tax dollars and power
Identity Attack0.007843546
Insult0.06250052
Profanity0.019690514
Threat0.0065956907
Severe Toxicity0.0019264221
Low Tox 0.1140901 Low Con 0.211 Policy_Critique
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Just let robots and AI take over western nation instead of bringing people from other countries. This cooperate are the biggest enemy
Just let robots and AI take over western nation instead of bringing people from other countries. This cooperate are the biggest enemy
Identity Attack0.048737846
Insult0.028281843
Profanity0.020168742
Threat0.0115345
Severe Toxicity0.0031852722
Low Tox 0.11398677 Low Con 0.117 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
I don’t get! Why is that the immigrant community who becomes the grand majority always comes from a background where their country is in shambles and want to implement their rules on a country and …
I don’t get! Why is that the immigrant community who becomes the grand majority always comes from a background where their country is in shambles and want to implement their rules on a country and people who took them in ?! I truly don’t get it
Identity Attack0.09576365
Insult0.0314771
Profanity0.019212283
Threat0.0062914654
Severe Toxicity0.0021648407
Low Tox 0.11398677 Moderate Con 0.499 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They are a problem in all western British countries .
They are a problem in all western British countries .
Identity Attack0.06613251
Insult0.03665562
Profanity0.020988565
Threat0.0071199946
Severe Toxicity0.0027275085
Low Tox 0.11388343 Moderate Con 0.369 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Boomers and gimmegrants vs the rest of the country.
Boomers and gimmegrants vs the rest of the country.
Identity Attack0.09328204
Insult0.03070583
Profanity0.014259194
Threat0.0069905366
Severe Toxicity0.0028800964
Low Tox 0.11388343 Low Con 0.19 Identity_Assertion
Feb 14, 2026 Canada's tighter immigration policy divides …
Citizens should help the government call IRCC or RCMP if they found someone doesnt have a legal papers to stay in Canada they will destroy this country.
Citizens should help the government call IRCC or RCMP if they found someone doesnt have a legal papers to stay in Canada they will destroy this country.
Identity Attack0.030433474
Insult0.02982438
Profanity0.013610168
Threat0.04686524
Severe Toxicity0.0033187866
Low Tox 0.11388343 Moderate Con 0.363 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
Identity Attack0.055673428
Insult0.045593183
Profanity0.015215653
Threat0.0066733654
Severe Toxicity0.0023651123
Low Tox 0.11388343 Constructive 0.668 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is steaming towards becoming a 3rd world country fast! It will soon be left out of G7 and G20 as well
Canada is steaming towards becoming a 3rd world country fast! It will soon be left out of G7 and G20 as well
Identity Attack0.06795148
Insult0.03522326
Profanity0.01442999
Threat0.008764107
Severe Toxicity0.0037193298
Low Tox 0.11378009 Low Con 0.11
Oct 6, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, and hasn't been the last 8 years. Back in the day our family would stop and give lifts to pedestrians who were elderly, carrying heavy items, or it was too cold, hot, whatever it was, my parents learned this when they immigrated to Canada and assimilated within their communities, and worked hard to be able to communicate the common initiative of prosperity. If you're able to come to a new country, be able to live there without ever learning the heritage of the land you inhabit, it's a shame. I'm proud to be a Canadian, and even more proud of my Immigrant parents for working hard to achieve what they have today, Godbless Canada 🙏
Identity Attack0.062039822
Insult0.043250903
Profanity0.020783609
Threat0.0075083673
Severe Toxicity0.0038337708
Low Tox 0.11378009 Constructive 0.832 Personal_Narrative
Jan 24, 2026 Inside Canada's Indian Metropolis (Brampton)

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.