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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: "It's not immigrating no more …" 3,653 comments · Page 72 of 147
Im an immigrant and after living for awhile in canada I noticed that Canada is not longer what it used to be, Indians hired Indians and some of them have issues either other cultures, Canada …
Im an immigrant and after living for awhile in canada I noticed that Canada is not longer what it used to be, Indians hired Indians and some of them have issues either other cultures, Canada is Doomed, Im happy I left
Identity Attack0.29798782
Insult0.08533409
Profanity0.022559889
Threat0.007547205
Severe Toxicity0.0074386597
Low Tox 0.2553839 Constructive 0.564 Personal_Narrative
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
I feel bad for the immigrants I work with that didn't scam the system, they are getting the Canadian experience getting boned and taxed for doing the right thing.
I feel bad for the immigrants I work with that didn't scam the system, they are getting the Canadian experience getting boned and taxed for doing the right thing.
Identity Attack0.23239216
Insult0.15982662
Profanity0.06495911
Threat0.008893564
Severe Toxicity0.006828308
Low Tox 0.2553839 Constructive 0.663 Moral_Argument
Nov 21, 2025 1 likes Thousands of refugees allowed into …
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our …
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our tax payer money and everything australia is being taken over by immigrants
Identity Attack0.2803029
Insult0.077136256
Profanity0.02023706
Threat0.0086087575
Severe Toxicity0.006980896
Low Tox 0.2553839 Moderate Con 0.42
Jan 27, 2026 Inside Canada's Indian Invasion...
Deportation needs to take place in every immigration office
Deportation needs to take place in every immigration office
Identity Attack0.24074486
Insult0.04149419
Profanity0.029888187
Threat0.05171447
Severe Toxicity0.01083374
Low Tox 0.2553839 Low Con 0.204 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
There is nothing “racist” about not wanting your country to be infiltrated by mass immigration.
There is nothing “racist” about not wanting your country to be infiltrated by mass immigration.
Identity Attack0.2803029
Insult0.07460167
Profanity0.028230323
Threat0.012647836
Severe Toxicity0.008354187
Low Tox 0.2553839 Low Con 0.216 Moral_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
The present-day immigration system = Slavery in the past. The only difference is that immigrants earn minimum pay nowadays vs slaves got free food scrap from their owners in the past.
The present-day immigration system = Slavery in the past. The only difference is that immigrants earn minimum pay nowadays vs slaves got free food scrap from their owners in the past.
Identity Attack0.22261032
Insult0.09563028
Profanity0.023994578
Threat0.0077284453
Severe Toxicity0.0073623657
Low Tox 0.25462922 Low Con 0.255 Moral_Argument
Jan 22, 2026 Why Canada’s immigration system has …
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
Identity Attack0.1508922
Insult0.16802633
Profanity0.022286616
Threat0.009074804
Severe Toxicity0.00579834
Low Tox 0.25462922 Moderate Con 0.347
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Denise's spouse here! I am the result of generations of a Scottish immigrant family, from the highland clearances! And our community is mostly Scottish! Now it is overrun by India, not good!
Denise's spouse here! I am the result of generations of a Scottish immigrant family, from the highland clearances! And our community is mostly Scottish! Now it is overrun by India, not good!
Identity Attack0.28034934
Insult0.07903719
Profanity0.029596692
Threat0.00814271
Severe Toxicity0.007095337
Low Tox 0.25462922 Constructive 0.786
Aug 25, 2025 4 likes Why Canadians Are Turning Against …
Tighter immigration is a reset for our country. We are going broke with all these immigrants and vast numbers of $$$$$$$$ going out to them!
Tighter immigration is a reset for our country. We are going broke with all these immigrants and vast numbers of $$$$$$$$ going out to them!
Identity Attack0.2783691
Insult0.071433455
Profanity0.021740068
Threat0.012233571
Severe Toxicity0.0076675415
Low Tox 0.25462922 Moderate Con 0.492 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
Identity Attack0.20680901
Insult0.09416737
Profanity0.015625564
Threat0.009204263
Severe Toxicity0.0048828125
Low Tox 0.25462922 Low Con 0.146 Comparative_Framing
Jul 10, 2025 1 likes How Canada broke its immigration …
All these 3rd world immigrants drive with no running lights on at night or no lights at all. It would be a rare occurrence to see this years ago but now I see a car …
All these 3rd world immigrants drive with no running lights on at night or no lights at all. It would be a rare occurrence to see this years ago but now I see a car every couple min. You can flash your lights and honk the horn but nothing 🤦🏻‍♂️
Identity Attack0.27875587
Insult0.08410009
Profanity0.026454043
Threat0.008505191
Severe Toxicity0.007820129
Low Tox 0.25462922 Moderate Con 0.365
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live at home with me, because none of us can afford to live on our own as we rent, and they can't find work anywhere. The government needs to fix the problems they have before bringing in new people. If your own people can't survive, why the hell are you bringing in more people. Up goes the crime rate, up goes homelessness. The worst part is most homeless people are born and bred Canadians, while the immigrants get jobs and housing pretty much handed to them. I don't think the prime minister should have been able to make the decision to bring more and more immigrants here with out asking the people.
Identity Attack0.028418748
Insult0.13607834
Profanity0.2687007
Threat0.00933372
Severe Toxicity0.010604858
Low Tox 0.25462922 Constructive 0.778 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain …
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain about the lack of assimilation of immigrants to the diverse Indian culture. But abroad in another country as immigrants they want to protect their culture and do not want to assimilate to that country's culture or way of life. 😅 The comments about equality of humans, non discrimination etc made me laugh so much.. Ask them about the caste discrimination in their society, anti-conversion laws, attacks on sikhs, muslims, christians institutions/places of worship, and how they treat african students & other non-white races in India to have a better understanding on their views. 😂😅
Identity Attack0.28034934
Insult0.09563028
Profanity0.06946823
Threat0.009023022
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.792 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West …
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West is setting up Gen Alpha and Gen Beta to either fight existential domestic wars of survival, or become subjugated. The soon-to-be majorities are not going to be kind to the previous majority, like the left gullibly assumes… history has proven this over and over and over again.. (Poland understands the deal with 3rd World immigration… they are one of the few western-aligned nations who are clear-eyed about the situation)
Identity Attack0.23467018
Insult0.14512913
Profanity0.025634222
Threat0.021127338
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.406 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I am a college student in the southeastern us in a small town. We have many many many nepalis coming and using it as a springboard to emigrate (usually illegally) across the us. They do …
I am a college student in the southeastern us in a small town. We have many many many nepalis coming and using it as a springboard to emigrate (usually illegally) across the us. They do not speak our language, integrate, work, or understand our customs. Not integration, no immigration.
Identity Attack0.33352965
Insult0.076185785
Profanity0.027410502
Threat0.008556974
Severe Toxicity0.008850098
Low Tox 0.25462922 Constructive 0.641 Personal_Narrative
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Videos like these would be nicer if you did research/fact-checked people's statements. I know the purpose is to get the POV of the general populace, but it sucks hearing at the end of the video …
Videos like these would be nicer if you did research/fact-checked people's statements. I know the purpose is to get the POV of the general populace, but it sucks hearing at the end of the video "Well, idk why" when you could improve the quality of the video by supporting or rejecting claims people make. Also, asking more balanced questions instead of biased ones is another way you can improve. For example, no difficult questions or claims against the anti-immigration Canadians were given - they were basically just asked "why do you think this?" On the other hand, the pro-immigration migrants were given questions regarding claims made by the anti-immigrant Canadians - which again was never fact checked by your team. It's difficult and feels like a waste of time when we're just hearing testimony - as important as each individual's story is - but without any critical thinking or research applied.
Identity Attack0.05612817
Insult0.16883044
Profanity0.21348765
Threat0.007689608
Severe Toxicity0.008735657
Low Tox 0.25462922 Constructive 0.833
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I appreciate the concern being raised in this video, but just a small correction, the Lindsey burglar wasnt an immigrant, he was a 'native' white Canadian
I appreciate the concern being raised in this video, but just a small correction, the Lindsey burglar wasnt an immigrant, he was a 'native' white Canadian
Identity Attack0.28883415
Insult0.0813853
Profanity0.029186781
Threat0.008336896
Severe Toxicity0.006713867
Low Tox 0.25462922 Constructive 0.696
Aug 26, 2025 Why Canadians Are Turning Against …
Sad but true. i am an immigrant myself but I am sad to say these people who manipulate the system to be here and abuse every law are a disgrace to the immigrants who came …
Sad but true. i am an immigrant myself but I am sad to say these people who manipulate the system to be here and abuse every law are a disgrace to the immigrants who came the right way, follow the law, and assimilate and live Canadian values.
Identity Attack0.17847598
Insult0.19225755
Profanity0.02385794
Threat0.0071847234
Severe Toxicity0.004749298
Low Tox 0.25462922 Constructive 0.682 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame the Immigration / government.
Blame the Immigration / government.
Identity Attack0.2783691
Insult0.06372428
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.006904602
Low Tox 0.25462922 Low Con 0.155
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
What's the problem? You need stronger immigration laws to stop Americans entering the country!🤷‍♂️ 😂😂😂
What's the problem? You need stronger immigration laws to stop Americans entering the country!🤷‍♂️ 😂😂😂
Identity Attack0.2808415
Insult0.056133457
Profanity0.019485557
Threat0.010214032
Severe Toxicity0.007247925
Low Tox 0.25462922 Low Con 0.191 Humor_Satire
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Immigration needs to be 0%
Immigration needs to be 0%
Identity Attack0.2764353
Insult0.036325075
Profanity0.049928714
Threat0.013476364
Severe Toxicity0.0118255615
Low Tox 0.25462922 Low Con 0.166 Policy_Critique
Jan 5, 2026 1 likes New rules, regulations take effect …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people for who they are and what they provide ignoring race or politics and I’ve never been racist. With all of that said I almost feel as a white Canadian now a days what “first generation racism” feels like. But it’s not like traditional “racism” hating for the sake of hating. It’s more so getting mad that they come into our country refusing to adapt and then also take countless amounts of jobs while sky rocketing housing prices. Like damn when I was a kid I felt like I had so many options. But now there’s no seeable future for me it feels like. Immigrants are taking so many jobs and countless people faking disabilities so I cannot have mine taken seriously or properly. Like holy crap man call me “racist” but mass immigration has undeniably changed Canada for the worst and if you don’t agree you’re probably one of the problems that moved here
Identity Attack0.27914262
Insult0.09563028
Profanity0.03615085
Threat0.009696201
Severe Toxicity0.0075531006
Low Tox 0.25462922 Constructive 0.78
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Not enough, I've had enough of forced immigration, not only are you making Canadians struggle to find jobs, your also destroying our culture, mentality, and beliefs supplementing it with toxic destructive mannerisms that do nothing …
Not enough, I've had enough of forced immigration, not only are you making Canadians struggle to find jobs, your also destroying our culture, mentality, and beliefs supplementing it with toxic destructive mannerisms that do nothing but make us feel like we don't belong in our own country.
Identity Attack0.23239216
Insult0.10148193
Profanity0.014874061
Threat0.0116639575
Severe Toxicity0.006713867
Low Tox 0.25462922 Constructive 0.552
Dec 25, 2025 Deportations From Canada at Their …

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.