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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: "Now is the time for …" 1,206 comments · Page 25 of 49
Give them enough time, they will populate the whole of Canada and rename it into india
Give them enough time, they will populate the whole of Canada and rename it into india
Identity Attack0.20680901
Insult0.045007613
Profanity0.022354934
Threat0.027515862
Severe Toxicity0.0075149536
Low Tox 0.19986437 Low Con 0.105 Fear_Threat
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I like tell to every one Candan is Red Indians country Candan changed long times when the European arrives
I like tell to every one Candan is Red Indians country Candan changed long times when the European arrives
Identity Attack0.21075934
Insult0.057890166
Profanity0.054437835
Threat0.011146127
Severe Toxicity0.00957489
Low Tox 0.19986437 Moderate Con 0.425
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Tyler, Canada hasn't been a "white" country in a long time. Brampton is known for being an Indian enclave. I grew up in the GTA, and we had plenty of different ethnicities and that was …
Tyler, Canada hasn't been a "white" country in a long time. Brampton is known for being an Indian enclave. I grew up in the GTA, and we had plenty of different ethnicities and that was just fine. Canada embraced multiculturalism a long time ago- there isn't any central "Canadian values". Not assimilating is only offensive in America.
Identity Attack0.24970764
Insult0.056133457
Profanity0.015967157
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.19986437 Constructive 0.741 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
WOW, I WHOLEHEARTEDLY AGREED WITH MOST OF THE COMMENTS HERE. My parents immigrated here nearly 40 years ago and married to a Canadian. HONESTLY, this IS NOT THE CANADIAN LIFE that I ONCE knew. To …
WOW, I WHOLEHEARTEDLY AGREED WITH MOST OF THE COMMENTS HERE. My parents immigrated here nearly 40 years ago and married to a Canadian. HONESTLY, this IS NOT THE CANADIAN LIFE that I ONCE knew. To those whose visas are expiring, PLEASE either go home to your home country; or, if you CHOOSE to REMAIN here in Canada, PLEASE RESPECT CANADIAN CULTURE!!! I am an immigrant myself, I have integrated myself to the Canadian culture whilst at the same time, I still practice my own culture at home and at my home country!!!
Identity Attack0.13591312
Insult0.06634661
Profanity0.021535112
Threat0.007909686
Severe Toxicity0.0077438354
Low Tox 0.19939905 Constructive 0.769 Personal_Narrative
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
a once quiet suburb became the insurance fraud capital of canada in a short time
a once quiet suburb became the insurance fraud capital of canada in a short time
Identity Attack0.019676208
Insult0.15627414
Profanity0.015932998
Threat0.0066798385
Severe Toxicity0.0027275085
Low Tox 0.1991664 Low Con 0.181 Unverified_Claim
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian individual born in Canada, I don’t think it is right to generalize all Indians for creating such a huge problem in Brampton. From this video, you can obviously see the differences between …
As an Indian individual born in Canada, I don’t think it is right to generalize all Indians for creating such a huge problem in Brampton. From this video, you can obviously see the differences between the Indians that want to be here and want to make a life here and the ones that are running time on their tourist visas. But do not blame the entire Indian population, its inaccurate.
Identity Attack0.27340925
Insult0.056719027
Profanity0.018255826
Threat0.0072106146
Severe Toxicity0.0037193298
Low Tox 0.19893374 Constructive 0.759 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Assuming that the issues discussed in these sessions are important to Canadians and that the Liberal government is all for transparency, why are the MPs seeking information/answers on behalf Canadians so limited in time to …
Assuming that the issues discussed in these sessions are important to Canadians and that the Liberal government is all for transparency, why are the MPs seeking information/answers on behalf Canadians so limited in time to ask questions? I have watched many of these sessions and the interviewees always appear unprepared, or ignorant of how their departments function, or give evasive replies.
Identity Attack0.0102854045
Insult0.1669316
Profanity0.014634945
Threat0.0059548756
Severe Toxicity0.0015258789
Low Tox 0.19870108 Constructive 0.628
Sep 30, 2025 IRCC Names India in Study …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things …
I am so happy people are starting to speak up. Sadly, I am changing. I am becoming angry. Angry at immigrants and the system. Am I becoming racist? Or just so lost at how things seem so wrong. My main upset is for my teen son. Turned 16 after Christmas. So excited about looking for a part-time job, earning some money, getting experiences and (unbeknownst to him ) expanding his social circle. This excitement came from me. LIke all us Canadians who remember our first part-time jobs (mine was at a McDonalds), I regaled my son in stories of that first part-time job. How much I learned from it, and the so many benefits it would have for me as I got older. He listened, and couldn't wait to turn 16. Also, like most parents, I raised him on the benefits of working hard in school, getting good grades, learning, getting involved, etc. Do these things son, and you will have a good future. He listened. Honours student all his life. Played on school teams. Performed in talent shows, Volunteered his time, etc., etc. Not a bad resume for a first time teen seeking a job. It is now heading into September. He has applied at all the traditional teen job hotspots, (all the fast food joints, grocery stores, drug stores, etc). Dozens of resumes, online and in-person applications. Not a single response. Then I walk into the local Burger King. Not a single Caucasian, Black, Hispanic, Indigenous, or Far Eastern employee. All East Indian (or Pakistani). Suddenly I am really noticing this trend everywhere, especially in the franchise fast food industry; especially upsetting when I even see it in a Harvey's (even more Canadian than Timmies). It's either East Indians or Arabs. I don't know for how long I have been hearing about diversity and fair hiring practices (which I have always supported); but to see this trend makes me furious. Are the owners of these franchise exempt from fair hiring practices? Are they not taught we are a diverse country? This is wrong. I want to finish with two sad situations which we should all be concerned about. When my eldest was looking for part-time work after the pandemic, he walked into a Mr. Submarine. He asked if he could leave his resume or fill out an application. The Arab cashier told him in broken English they were not hiring. As he was walking out, a young Arab man walked in. He approached the same cashier and asked for an application. She gave him one. WTF. My last comment, is the most concerning of all. My 16 year old, who works so hard at school, and at everything he does, recently commented, after yet another non-reply after handing out a slew of resumes, "Dad... what's the use of working so hard if I can't even get a job at McDonalds." I wonder how many other Canadian teens are feeling the same way. Not just white teens. Black, Hispanic, Indigenous and East Asian teens. Seems the broken English East Indian and Arab teens and young adults aren't asking themselves that. How long until my son thinks I am just spewing BS about this hard work thing? This is not about racism. This is about fair hiring practices, especially in more and more franchises; however, I do find myself listening to more and more of these videos, and find myself developing sucb negative feelings towards these two cultures. This is not Canadian. To be thinking this way, especially, is not Canadian. What do we do? Speak up, and we are racist. Stay quiet, and our teen kids move into adulthood without job experience, money put away, or just having a life experience that any of us over 30 (no matter our race) experienced. Something has to change; but I haven't a clue how to do that.
Identity Attack0.15303208
Insult0.07808672
Profanity0.027273865
Threat0.008531082
Severe Toxicity0.00541687
Low Tox 0.19789438 Constructive 0.837 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & …
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & no place to live ahead of time. We have some kind of temple that we have no idea what it is and recently an Islamic Centre right on Main Street which we also have no idea what it is really. I could go on & on about this, there are so many strangers here now, walking everywhere, talking on their cellphones and sitting on our Main Street all day long....We try smiling at them or say Hi and they turn their head away from us... We don't recognize our town anymore...
Identity Attack0.17536941
Insult0.07808672
Profanity0.026317406
Threat0.0078449575
Severe Toxicity0.005645752
Low Tox 0.19789438 Constructive 0.769
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian myself, I support an emergency cultural cooldown. Canada needs time to recover from the spice levels.
As an Indian myself, I support an emergency cultural cooldown. Canada needs time to recover from the spice levels.
Identity Attack0.11047905
Insult0.083112895
Profanity0.028913507
Threat0.009877442
Severe Toxicity0.0051879883
Low Tox 0.19694418 Constructive 0.549
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up. these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Identity Attack0.16801116
Insult0.0806213
Profanity0.020373698
Threat0.010343489
Severe Toxicity0.0064468384
Low Tox 0.19504376 Moderate Con 0.368 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try …
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try to take over the country and transform it to something else nobody wants. The illegals continue to come in courtesy of Carney carrying the socialist torch from Trudeau.
Identity Attack0.11512129
Insult0.081508696
Profanity0.015010698
Threat0.00866054
Severe Toxicity0.0037384033
Low Tox 0.19504376 Moderate Con 0.378 Policy_Critique
Aug 30, 2025 Why Canadians Are Turning Against …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Such a threat to our humanity. Seems coordinated and international. Seems systemic and well organized and well funded! Its time to DRAIN THE SWAMP !!!! God protect our children, elderly! Protect our moral leaders and …
Such a threat to our humanity. Seems coordinated and international. Seems systemic and well organized and well funded! Its time to DRAIN THE SWAMP !!!! God protect our children, elderly! Protect our moral leaders and help our Military!!!!
Identity Attack0.011025362
Insult0.061626412
Profanity0.021740068
Threat0.061089642
Severe Toxicity0.007171631
Low Tox 0.19314334 Moderate Con 0.339 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They made the whole system look like circus.
Identity Attack0.14233272
Insult0.06858205
Profanity0.04667213
Threat0.0077284453
Severe Toxicity0.003967285
Low Tox 0.19219314 Constructive 0.552 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood out was how some speakers treated all Indians as a single people, despite hundreds of cultures, and accused them of failing to assimilate to ‘their way.’ Many of those voices were themselves descendants of immigrants who were once pressured to abandon Norwegian or other identities in the name of assimilation. Yet there was little evidence they had actually spent time getting to know their Indian neighbors, their cultures, friendships, or daily realities. Instead, the focus was fear and a narrative of societal collapse, rather than honest engagement that separates real local issues from blanket blame. Of course, any local community can have problems, and some groups can be unwelcoming. But the argument presented implied there is only one way to be Canadian. That echoes xenophobic rhetoric in the US about who counts as ‘American,’ often while ignoring the reality of Indigenous peoples entirely. I do not deny the importance of shared commitments like the rule of law, freedom, and evidence based policy rooted in the Enlightenment and scientific thinking. But culture and learning can coexist with those values. What troubled me most was how poverty and discrimination were replaced with racial generalizations, and how victim language was used to deflect responsibility, something that resembles DARVO. Given the same conditions, these problems could arise in any group, regardless of race.
Identity Attack0.22063516
Insult0.06826523
Profanity0.022969801
Threat0.00899713
Severe Toxicity0.004711151
Low Tox 0.19219314 Constructive 0.817 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
LOL 11:43 This border crossing is in the area I live in Vermont. Crossed it many times. I would highly recommend you do not come across illegally.
LOL 11:43 This border crossing is in the area I live in Vermont. Crossed it many times. I would highly recommend you do not come across illegally.
Identity Attack0.048995655
Insult0.058475737
Profanity0.027273865
Threat0.010576514
Severe Toxicity0.0049972534
Low Tox 0.19124292 Constructive 0.69 Personal_Narrative
Jan 27, 2026 20 likes Inside Canada's Indian Invasion...
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
Identity Attack0.22859548
Insult0.053791173
Profanity0.023994578
Threat0.009230154
Severe Toxicity0.0051116943
Low Tox 0.19029272 Constructive 0.518 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians are too nice to tell the truth... you're wasting your time asking them LOL Bike guy kept it real though! A rarity
Canadians are too nice to tell the truth... you're wasting your time asking them LOL Bike guy kept it real though! A rarity
Identity Attack0.10221587
Insult0.0808917
Profanity0.020100424
Threat0.0065827454
Severe Toxicity0.0038146973
Low Tox 0.1893425 Moderate Con 0.433 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So Isis only controls 5% of Syria now so it's time to go back and rebuild ur country refugees from Syria
So Isis only controls 5% of Syria now so it's time to go back and rebuild ur country refugees from Syria
Identity Attack0.12556632
Insult0.034782536
Profanity0.020373698
Threat0.012337137
Severe Toxicity0.005760193
Low Tox 0.1893425 Low Con 0.282
Oct 25, 2017 22 likes How much do refugees and …
buddy can not handle are Canadian winters hahaha got to come warmer next time brutha
buddy can not handle are Canadian winters hahaha got to come warmer next time brutha
Identity Attack0.047190998
Insult0.086852804
Profanity0.06546012
Threat0.008103873
Severe Toxicity0.005607605
Low Tox 0.1883923 Moderate Con 0.312 Humor_Satire
Feb 4, 2026 Inside Canada's Indian Invasion...
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness …
My son is 16 years old can't even find a part time job unbelievable Canada is going down I'm a daughter of Italian immigrants and I can safely say Canada has lost its culture richness so sad
Identity Attack0.14661247
Insult0.06494803
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.0043296814
Low Tox 0.1883923 Constructive 0.682
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like …
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like Canada, USA to build a better professional life but not for a long time. Definitely not. It is someone else country. We don't have the right to take away their property.
Identity Attack0.17226285
Insult0.061626412
Profanity0.0166845
Threat0.007365964
Severe Toxicity0.003566742
Low Tox 0.18744208 Constructive 0.681
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Yeah... Too much immagration. You would have a hard time finding many Canadians saying different. I work at a University and we have had a heck of a time trying to track down our international …
Yeah... Too much immagration. You would have a hard time finding many Canadians saying different. I work at a University and we have had a heck of a time trying to track down our international students after they dropped out within weeks of starting.
Identity Attack0.10221587
Insult0.06023245
Profanity0.10425757
Threat0.00814271
Severe Toxicity0.0047683716
Low Tox 0.18649188 Constructive 0.688 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Youth unemployment is at an all-time high because Gurjeet and her 14 brothers are all 30 years old working at every fast food chain in Canada. I legit haven't seen a non-indian working a minimum …
Youth unemployment is at an all-time high because Gurjeet and her 14 brothers are all 30 years old working at every fast food chain in Canada. I legit haven't seen a non-indian working a minimum job for weeks.
Identity Attack0.23694818
Insult0.05027775
Profanity0.016752819
Threat0.006815769
Severe Toxicity0.004005432
Low Tox 0.18649188 Constructive 0.582 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...

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.