Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "The Immigrants are why the …" 3,653 comments · Page 69 of 147
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Because our government lets the new immigrants do what they want and punish Canadians to the max.
Identity Attack0.28883415
Insult0.070799805
Profanity0.015932998
Threat0.11922921
Severe Toxicity0.009536743
Low Tox 0.27412915 Low Con 0.257 Policy_Critique
Sep 8, 2025 5 likes Why Canadians Are Turning Against …
If you are one of those complaining about Trump deporting immigrants guess what??? Now it’s your time to take one and put them in your house
If you are one of those complaining about Trump deporting immigrants guess what??? Now it’s your time to take one and put them in your house
Identity Attack0.24801466
Insult0.0838533
Profanity0.018529098
Threat0.031314444
Severe Toxicity0.0074005127
Low Tox 0.27412915 Low Con 0.283
Jan 5, 2026 1 likes Migrants cross into Canada near …
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years …
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years is a disaster. They're bringing in a lot of people who are detrimental to our country. In many ways.
Identity Attack0.28034934
Insult0.15911613
Profanity0.020578653
Threat0.008440462
Severe Toxicity0.006790161
Low Tox 0.27412915 Constructive 0.759
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame the immigration officials, they did open the doors for criminals who came from India and other foreign countries. Refugees that have criminal records were given access by the government to step in here in …
Blame the immigration officials, they did open the doors for criminals who came from India and other foreign countries. Refugees that have criminal records were given access by the government to step in here in Canada. Blame immigration officials and the authorities that are responsible in keeping our PEACE AND ORDER.
Identity Attack0.2839175
Insult0.11172232
Profanity0.014054239
Threat0.009359611
Severe Toxicity0.007095337
Low Tox 0.27412915 Constructive 0.513 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Please god, Im canadian please go back to the old immigration system where we took in actual doctors and engineers. there's also so many i cant get housing at university's because they are the number …
Please god, Im canadian please go back to the old immigration system where we took in actual doctors and engineers. there's also so many i cant get housing at university's because they are the number 1 priority apparently. Also Canada will pay you if you hire or have a student that is indian.
Identity Attack0.33060804
Insult0.06953252
Profanity0.028913507
Threat0.007365964
Severe Toxicity0.0076675415
Low Tox 0.27412915 Constructive 0.618 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada and Quebec owes nothing to 3rd world immigrants
Canada and Quebec owes nothing to 3rd world immigrants
Identity Attack0.28883415
Insult0.0818789
Profanity0.02522431
Threat0.0071588317
Severe Toxicity0.0075149536
Low Tox 0.27412915 Low Con 0.129
Nov 21, 2025 119 likes Quebec Ends Economic Immigration Program …
I had a lady who confessed to me that she was recommended by immigration to change to refugee status and avail benefits. She was Punjabi. Check who is manning Asylum department. They have to be …
I had a lady who confessed to me that she was recommended by immigration to change to refugee status and avail benefits. She was Punjabi. Check who is manning Asylum department. They have to be fired. Brother and sister get married for immigration by Somalis
Identity Attack0.2949366
Insult0.07491849
Profanity0.044417568
Threat0.054624002
Severe Toxicity0.011367798
Low Tox 0.27412915 Constructive 0.556
Dec 25, 2025 Deportations From Canada at Their …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like every other group of immigrants who ever came before them, including those from Europe. The guy at 9:35 got lots of negative comments, but it's clear that he's the typical inspirational immigrant story, coming here, studying and working hard, and eventually achieving his degree, which brings him a better life in a prosperous country, the exact same thing Europeans came to Ellis Island for 100 years ago. And they also created Irish, Italian, Greek, etc. enclaves withing major cities. Also they say Brampton only had 18,000 people 50 years ago, and are upset that now it has 750,000, and all the growth has been from Indians. So then what's the problem? They didn't even displace anyone, they just moved to an area that was previously a small town on the outskirts of Toronto, and is now a major suburb. That growth of suburbs has happened over the last 50 years in every city in North America, from both domestic and immigrant people choosing to settle there. Did you expect a town that close to Toronto to experience zero growth over 50 years?!! While every other suburban area on the continent grows? If so, then you clearly aren't the brightest bulb.
Identity Attack0.2854555
Insult0.1505596
Profanity0.09389619
Threat0.012181788
Severe Toxicity0.012054443
Low Tox 0.27412915 Constructive 0.817
Oct 5, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of …
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of Special Interest Groups all while hurting the Tax Payers and the destruction of Strong Economies with know Trade Deals with 🇺🇸🤝🇨🇦
Identity Attack0.10221587
Insult0.24561718
Profanity0.053435806
Threat0.008336896
Severe Toxicity0.007209778
Low Tox 0.27412915 Moderate Con 0.396 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , economic exploitation, and foremost to expand the votes for the Liberal and NDP Parties with out first making sure there is infrastructure to support such expansion whether it be housing , health care , or employment .but no instead Canadians are being overtaxed and displaced to cater to all these unfettered political migrants who have not earned the right to come to Canada . they are all being used to disrupt our countries culture and values ??? add to it all the new lax criminal laws , and harm reduction enabling hard drug profiteering and the very no consented public LGBT alphabet queer theory being shoved down everyone's throats trough distorted and immoral laws an policy changes perpetrated by a corrupt self serving group of liberal politicians and the result is what is now unfolding not just in Canada but everywhere the WEF an WHO have pushed their globalist political agendas !. it is all very sad seeing the world i grew up in being slowly destroyed by those evil greedy people that are stealing any decent future or quality of life away from the next generations of Canadians .🙁
Identity Attack0.10221587
Insult0.24630153
Profanity0.03715288
Threat0.008427517
Severe Toxicity0.0077438354
Low Tox 0.27412915 Moderate Con 0.48
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
If our government would have screen immigrants mybe we wpuld be treated better😢
If our government would have screen immigrants mybe we wpuld be treated better😢
Identity Attack0.07559885
Insult0.0334822
Profanity0.002052616
Threat0.025398882
Severe Toxicity0.000032050873
Low Tox 0.2732999
Dec 11, 2025
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Identity Attack0.22783615
Insult0.06739554
Profanity0.018392462
Threat0.1366716
Severe Toxicity0.009231567
Low Tox 0.27236435 Low Con 0.176 Fear_Threat
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
As a fellow immigrant i must say DEPORT THEM! If you cannot adapt to the Canadian system LEAVE NOW! I LOVE CANADA but now this beautiful country is not the same anymore. This isn’t the …
As a fellow immigrant i must say DEPORT THEM! If you cannot adapt to the Canadian system LEAVE NOW! I LOVE CANADA but now this beautiful country is not the same anymore. This isn’t the Canada I grew up in.
Identity Attack0.2764353
Insult0.07840354
Profanity0.016752819
Threat0.023199292
Severe Toxicity0.008506775
Low Tox 0.27236435 Constructive 0.553 Personal_Narrative
Aug 26, 2025 166 likes Why Canadians Are Turning Against …
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
Identity Attack0.27914262
Insult0.0838533
Profanity0.018597418
Threat0.029933142
Severe Toxicity0.009994507
Low Tox 0.27236435 Low Con 0.25 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Canadians aren't turning against immigrants. They are turning against the scam. The immigrants are just caught in the crossfire
Canadians aren't turning against immigrants. They are turning against the scam. The immigrants are just caught in the crossfire
Identity Attack0.27914262
Insult0.15982662
Profanity0.023652986
Threat0.01254427
Severe Toxicity0.0061035156
Low Tox 0.27236435 Moderate Con 0.355 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Go figure nobody's having children because it costs too much to have children so they bring in immigrants who work in their own communities borrow from their temples or their mosques with no user fees …
Go figure nobody's having children because it costs too much to have children so they bring in immigrants who work in their own communities borrow from their temples or their mosques with no user fees still go and circumnavigate our laws and our benefit programs social assistance and are able to afford to have children yet we had to bring them in because we aren't able to have offspring I don't think it's because we don't want to have children it's because we can't afford to have children because we're too busy paying 60% for foreign worker tax benefits so they can have children to take over our country
Identity Attack0.28034934
Insult0.11797678
Profanity0.041912504
Threat0.00951496
Severe Toxicity0.012130737
Low Tox 0.27236435 Constructive 0.586
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
All Canadians are immigrants apart from the indigenous people
All Canadians are immigrants apart from the indigenous people
Identity Attack0.32476485
Insult0.08459369
Profanity0.025087673
Threat0.0065633263
Severe Toxicity0.0075149536
Low Tox 0.27047762 Low Con 0.234 Moral_Argument
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there …
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there in the future we absolutely MUST have immigration. In my family we had 11 girls born 1994-2006. Exactly 2 of these women are moms and they have 1 kid. That’s called population collapse. Any economy to continue prospering needs a continual supply of new workers paying taxes. White people ain’t doing it. Whether it’s Indians in Canada or Hispanics in the US, we need these people. These immigrant communities also practice the principles that made America/ Canada great. Faith family and community. Anyone heard of the recent trend in America of kids in their 20s-40s want to divorce their PARENTS??? Yeah it’s a thing. I bet there’s not a whisper of that garbage in immigrant communities. I’m all for it. We need these people. And that’s the plain truth.
Identity Attack0.29188538
Insult0.083359696
Profanity0.057443913
Threat0.0097738765
Severe Toxicity0.010223389
Low Tox 0.27047762 Constructive 0.721
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
How could they speak such terrible English? I heard they have language proficiency test for english& french in Canada before immigration?
How could they speak such terrible English? I heard they have language proficiency test for english& french in Canada before immigration?
Identity Attack0.1769227
Insult0.16751462
Profanity0.017436003
Threat0.006576272
Severe Toxicity0.004787445
Low Tox 0.27047762 Moderate Con 0.306 Question
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
They Indian immigrants just mind their own business and generally try to stay out of legal trouble . They Give free food and shelter the homeless. Unlike some other religious immigrants.
They Indian immigrants just mind their own business and generally try to stay out of legal trouble . They Give free food and shelter the homeless. Unlike some other religious immigrants.
Identity Attack0.36702603
Insult0.082866095
Profanity0.026317406
Threat0.006770459
Severe Toxicity0.006866455
Low Tox 0.27047762 Constructive 0.543
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
I was not raised to be racist but at 67 and my family has been in Canada since 1536 , I can now say that I am racist. I do not agree with melding pot …
I was not raised to be racist but at 67 and my family has been in Canada since 1536 , I can now say that I am racist. I do not agree with melding pot beliefs. the people being brought in to my country are NOT TRYING TO MERGE OR ADAPT “OUR” way of life. Better Rules for coming to this Country need to be implemented. like No banking outside of our banking system. no owning property until they have been in Canada for 15 years and have proven that they Support Canada not the country they Left and didn’t bother to try and work on. Dictator or Religious fighting needs to be addressed by THE PEOPLE OF THE COUNTRY. Maybe take some Taxes from the 1% and have them give support to the starving countries instead of the struggling people having to struggle more because of slack immigration laws. ENOUGH ALREADY. I am tired of being scammed by people with no morals towards others humans .
Identity Attack0.2331515
Insult0.15627414
Profanity0.03715288
Threat0.010239923
Severe Toxicity0.010528564
Low Tox 0.27047762 Constructive 0.642 Identity_Assertion
Oct 3, 2025 IRCC Names India in Study …
Immigrants are a good thing and Sikhs are especially kind people, but there needs to be checks and balances which Canada has failed miserably at.
Immigrants are a good thing and Sikhs are especially kind people, but there needs to be checks and balances which Canada has failed miserably at.
Identity Attack0.1808059
Insult0.19734058
Profanity0.05543986
Threat0.0071847234
Severe Toxicity0.004863739
Low Tox 0.27047762 Constructive 0.584 Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration lawyer looks very sad
Immigration lawyer looks very sad
Identity Attack0.116281845
Insult0.15698463
Profanity0.041912504
Threat0.007547205
Severe Toxicity0.0048065186
Low Tox 0.27047762 Moderate Con 0.409 Meta_Commentary
Nov 20, 2025 6 likes Quebec Ends Economic Immigration Program …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should condemn other areas as well that are majority of immigrants. Vaughn area is filled with Chinese people no one makes a fuss about it. They ain't speaking english, they aint serving American junk food everywhere, yet Indians are a problem. The community has vices, but justifying xenophobia with that is awful. European descendant people came here and took over native Canadians. Can't think how it must've felt for them. That was unarguably way worse than the current immigration system. My point being its a problem against a specific community is not really being uncomfortable for the sake of the country but purely out of spite and racism. I can see the concerns but not when they stereotype every Indian.
Identity Attack0.28622448
Insult0.16868424
Profanity0.054938845
Threat0.007870848
Severe Toxicity0.007896423
Low Tox 0.26859093 Constructive 0.862
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous …
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous generations have. We arent having kids because unlike other countries, we want to put kids first, and its irresponsible to have children when our economy is unaffordable to have them. I dont have any of that so called "white privilege" i always hear about. I grew up where I couldnt shower for days at a time, went to bed and school hungry. I'm exhausted from being labeled a terrible person when I condemn racists and the past actions, but its never good enough because im white. We have culture, Canada has culture. You just dont hear us talk about it cuz we get labeled racist for talking about it. We need to stand shoulder to shoulder if we want change in this country. I dont get why here its acceptable to come illegally, leech our resources without contributing to society and disrespect us, yet if we were to do the same its disrespectful. Well it is disrspectful. I wouldnt move to a country without learning the language, at least enough to get by, learning their culture, their values, their way of life, and ASSIMILATE like everyone has done before. NO more being quiet, no more being afraid of standing up for myself. Make Canada Great Again!
Identity Attack0.2854555
Insult0.08508729
Profanity0.11725569
Threat0.010628296
Severe Toxicity0.013349563
Low Tox 0.26859093 Constructive 0.797
Sep 8, 2025 1 likes Why Canadians Are Turning Against …

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.