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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: "I feel this in my …" 589 comments · Page 3 of 24
You know, we in the US used to resent Canada because they seemed kinder and more generous. We were jealous of that. Americans seemed harsher and greedy. Now I feel very sorry for Canadians. It …
You know, we in the US used to resent Canada because they seemed kinder and more generous. We were jealous of that. Americans seemed harsher and greedy. Now I feel very sorry for Canadians. It is already a seriously divided country . And it looks like if they continue with generosity to these immigrant hordes they are going to be overwhelmed . What a shame!! Such nice caring people. They are being fleeced and are beginning to look foolish
Identity Attack0.4006267
Insult0.6120431
Profanity0.15635987
Threat0.0084793
Severe Toxicity0.02167734
Moderate 0.568186 Constructive 0.612 Insult
Mar 18, 2019 6 likes How much do refugees and …
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once …
I feel that white guy around 8:21 is not very clever. Afrains at least do not take a lot of power, whilst Indians will manipulate you white guys and treate you as a slave once they become majority, play with your vote system game and maitrise the power. Also, rape is in the gene, read the lizard story. Good luck, anglosaxons.
Identity Attack0.5548181
Insult0.4718924
Profanity0.36230123
Threat0.2836219
Severe Toxicity0.17009245
Moderate 0.55739564 Moderate Con 0.368 Identity Attack Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING. I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Identity Attack0.5135796
Insult0.41530323
Profanity0.570067
Threat0.013010317
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.615 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
'Its like home' its not fucking supposed to be. Thats our problem. Our home is not supposed to be like your 'home' you left from. If thats how you feel you should just go back …
'Its like home' its not fucking supposed to be. Thats our problem. Our home is not supposed to be like your 'home' you left from. If thats how you feel you should just go back 'home'. Edit: I have no issue with immigration, immigrants, or other cultures. I hate the abuse of the system, and lack of humility when given a better opportunity.
Identity Attack0.2831485
Insult0.3486032
Profanity0.6001929
Threat0.013010317
Severe Toxicity0.08859174
Moderate 0.5559701 Constructive 0.637 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Our country sucks, we are planning our exit. Too many taxes, high cost of living, and every year it feels like we are more and more on the decline
Our country sucks, we are planning our exit. Too many taxes, high cost of living, and every year it feels like we are more and more on the decline
Identity Attack0.11860296
Insult0.48399165
Profanity0.41503602
Threat0.0077672824
Severe Toxicity0.023076924
Moderate 0.5559701 Moderate Con 0.42 Economic_Argument
Feb 4, 2026 Canada’s new rules in 2026
Pierre trudeau was the godfather of immigration, since then its been an open door policy of every bottom feeder around the world looking to suck the blood out of Canada. They don't come to embrace …
Pierre trudeau was the godfather of immigration, since then its been an open door policy of every bottom feeder around the world looking to suck the blood out of Canada. They don't come to embrace our society, they drag along their failed, demented, cultures along with them and that's why Canada is falling to a 3rd world status. That man said it "It feels like he's in his home town." yeah, they're turning Canada into fvcking india, and those of us born here who are not Indian don't want that. This is a cultural take over.
Identity Attack0.5108175
Insult0.5130944
Profanity0.46460027
Threat0.043309137
Severe Toxicity0.20067264
Moderate 0.5532103 Moderate Con 0.405 Identity Attack Insult Fear_Threat
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
As a indian🇮🇳 ....if u feel disgusted mainly canadians why u r voting ndp....and after electing your own party ...tell them to kick...btw i dont think they are illegal immigrants...they went there legally..and they behave …
As a indian🇮🇳 ....if u feel disgusted mainly canadians why u r voting ndp....and after electing your own party ...tell them to kick...btw i dont think they are illegal immigrants...they went there legally..and they behave nothing like immigrants of Europe ....yes indians are dirty...but i think that tax paying blame is actually false..indian do pay taxes...
Identity Attack0.5707127
Insult0.5130944
Profanity0.22429734
Threat0.34804323
Severe Toxicity0.14126498
Moderate 0.5532103 Constructive 0.668 Identity Attack Insult Personal_Narrative
Dec 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian guy.......I don't feel any difference between India and Canada.....life is good for us in India....... why you came here, life is good in Canada.....WTF 😂😂😂😂😂
Indian guy.......I don't feel any difference between India and Canada.....life is good for us in India....... why you came here, life is good in Canada.....WTF 😂😂😂😂😂
Identity Attack0.46028158
Insult0.40189892
Profanity0.46460027
Threat0.009981008
Severe Toxicity0.08332442
Moderate 0.5532103 Moderate Con 0.456
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
After watching this video, and then reading the comments i think I know what the problem is, its RACISM, people just dont like seeing so many people of different color, ofcourse mass immigration will bring …
After watching this video, and then reading the comments i think I know what the problem is, its RACISM, people just dont like seeing so many people of different color, ofcourse mass immigration will bring a lot of people, in this case it was Indians/pakistanis/bangladeshis, and its true out of so many immigrants some will choose wrong things to do(there are bad fishes in every pond), but isnt it true for everyone, even white people do the same shit, but the issue here which is concerning to everybody why a different race is here, the feel like its no more like canada used to be cuz brown people are here, but they forget white people also immigrated at one point of time to these lands. And also is nobody seeing the second part of the video where these people have temples giving out free food to so so many people. In my honest opinion, this rant of people is just glorified wrapper of RACISM which people dont wanna say out loud.
Identity Attack0.5051593
Insult0.40698266
Profanity0.4894185
Threat0.04718852
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.668 Identity Attack
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in …
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in our Christian Country...the Federal Govt is openly betraying the People..PM Carny just stating Muslim Values are Canadian Values...NO THEY ARE NOT, we were built on the Europea Christian dysprosium get over it , you come here...when in Rome act like a Roman don't shit on our beaches, throw trash on the side of the road, and quit trying to scam every rule and regulation..and most of all keep telling Canadians to die and burn our Flag, the backlash is coming, you have been warned
Identity Attack0.55044734
Insult0.5130944
Profanity0.4033339
Threat0.058503386
Severe Toxicity0.16960317
Moderate 0.54325575 Moderate Con 0.379 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
"I really don't give a sh** anymore"....man i feel that here in the US with everything
"I really don't give a sh** anymore"....man i feel that here in the US with everything
Identity Attack0.048995655
Insult0.3388922
Profanity0.596623
Threat0.009204263
Severe Toxicity0.024350211
Moderate 0.53579444 Moderate Con 0.415
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I laughed so hard when he said only few white trash that left! Made me laugh and sad at the same time. No one should feel like that specially from the place they call home …
I laughed so hard when he said only few white trash that left! Made me laugh and sad at the same time. No one should feel like that specially from the place they call home 😢
Identity Attack0.53446084
Insult0.5130944
Profanity0.2659699
Threat0.011638066
Severe Toxicity0.02458496
Moderate 0.52811706 Constructive 0.562 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Damn they feeling it too.
Damn they feeling it too.
Identity Attack0.013244915
Insult0.23704576
Profanity0.6528205
Threat0.009307829
Severe Toxicity0.023129508
Moderate 0.52811706 Moderate Con 0.316
Jan 27, 2026 Inside Canada's Indian Invasion...
I see them and I feel puking.... Germany is so full of them too, is a plague.....
I see them and I feel puking.... Germany is so full of them too, is a plague.....
Identity Attack0.46614665
Insult0.4794537
Profanity0.36230123
Threat0.04201601
Severe Toxicity0.104393706
Moderate 0.52811706 Moderate Con 0.4 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Really,,as an Indian I feel very bad,,, indians are destroying the canada.
Really,,as an Indian I feel very bad,,, indians are destroying the canada.
Identity Attack0.6007182
Insult0.35849577
Profanity0.13785136
Threat0.08703069
Severe Toxicity0.02402156
Moderate 0.52272606 Constructive 0.51 Identity Attack Identity_Assertion
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
I am Indian, and I request that Canada and the USA deport Indians back to India. No country should feel as though it is being invaded or colonised by people who do not belong there.... …
I am Indian, and I request that Canada and the USA deport Indians back to India. No country should feel as though it is being invaded or colonised by people who do not belong there.... This is stupidity...I did my Masters in London for two years. I promised myself that I would make friends only with students from the UK, Europe, and other countries—except India, experience their culture and then return to India once my studies were finished. I did exactly that.
Identity Attack0.49855098
Insult0.5270482
Profanity0.25915453
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.637 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I always feel bad for the assimilated immigrants. Imagine you leave your country because the culture is dump garbage in neighbors yard, so you figure you will just move to a place that fits your …
I always feel bad for the assimilated immigrants. Imagine you leave your country because the culture is dump garbage in neighbors yard, so you figure you will just move to a place that fits your idea more and then they f-king follow you to whatever country you go... I left USA to get away from commie patriots who think they are capitalist, now the Alt-left who identifies as right-wing is here too... might move to India once all the Indians left. 🤣
Identity Attack0.55044734
Insult0.47787863
Profanity0.43554106
Threat0.023026628
Severe Toxicity0.16960317
Moderate 0.52139956 Moderate Con 0.364 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Now you know how I feel in the UK....I caught the bus home from work yesterday and I actually counted how many white people were on the bus.....there were me and one other person an …
Now you know how I feel in the UK....I caught the bus home from work yesterday and I actually counted how many white people were on the bus.....there were me and one other person an the other 16 were either indian Pakistani or black...I'm now a foreigner now in my own country....I hate and am not proud to be British anymore 😢😢😢
Identity Attack0.57150364
Insult0.3388922
Profanity0.2564132
Threat0.030623792
Severe Toxicity0.12282934
Moderate 0.52139956 Constructive 0.632 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
can we get a fcking break from india? for at least 5 years? i feel the country would heal in that time
can we get a fcking break from india? for at least 5 years? i feel the country would heal in that time
Identity Attack0.36702603
Insult0.26957804
Profanity0.5722072
Threat0.04029291
Severe Toxicity0.08859174
Moderate 0.51980776 Moderate Con 0.322 Fear_Threat
Sep 30, 2025 IRCC Names India in Study …
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.0912254
Moderate 0.51980776 Constructive 0.569 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada …
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada not India .
Identity Attack0.57957685
Insult0.32211447
Profanity0.22105443
Threat0.5251682
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.494 Identity Attack Threat Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
My Family has been here for over 300 years, the last segment of my family arrived in 1852. You can go home after you destroy this nation where the fuck do I go. I used …
My Family has been here for over 300 years, the last segment of my family arrived in 1852. You can go home after you destroy this nation where the fuck do I go. I used be proud of being of Canadian but now all I feel is rage.
Identity Attack0.32768643
Insult0.36709076
Profanity0.542788
Threat0.0347677
Severe Toxicity0.0394905
Moderate 0.51869136 Moderate Con 0.46
Dec 12, 2025 Why Canadians Are Turning Against …
Personally disgusted ,angered etc.I feel like a minority in my own country... I work hard AND I pay my taxes....the immigration scene from South Asia is so disturbing they don't pay taxes, supposed Universities, colleges...BS …
Personally disgusted ,angered etc.I feel like a minority in my own country... I work hard AND I pay my taxes....the immigration scene from South Asia is so disturbing they don't pay taxes, supposed Universities, colleges...BS ..... its a cover... the free loading HAS TO DAMN WELL STOP.
Identity Attack0.39870077
Insult0.4125297
Profanity0.42709363
Threat0.01187109
Severe Toxicity0.03590374
Moderate 0.5140397 Constructive 0.528
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just …
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just adjusting to a population size that reflects our needs) Maybe ACTUAL Canadians should flip the fuck out like we do in war. I am hating how much worse Canada has gotten and I feel that if I put in more effort there will be the opposite of a reward at the end. Paying families to have kids means that women won't go to their corpo daycare. The more people you bring with NOTHING, takes away from those who paid for it and everyone suffers.
Identity Attack0.4830652
Insult0.43450394
Profanity0.46460027
Threat0.04201601
Severe Toxicity0.11756202
Moderate 0.50789946 Constructive 0.636 Identity_Assertion
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
OHBOO HOO WHITE PPL ARE THE NOW MINORITY ?? NOW YOU KNOW HOW IT FEELS EITHER ADAPT TO CHANGE OR GET LEFT BEHIND THIS BLAME GAME BY THESE SO CALLED JOURNALISTS ARE CREATING DIVIDE THE …
OHBOO HOO WHITE PPL ARE THE NOW MINORITY ?? NOW YOU KNOW HOW IT FEELS EITHER ADAPT TO CHANGE OR GET LEFT BEHIND THIS BLAME GAME BY THESE SO CALLED JOURNALISTS ARE CREATING DIVIDE THE FUTURE DOESNT CARE ABOUT SKIN COLOR AND UR PAKI IM INDIAN ALL SHOULD PROSPER NOT BRING DOWN
Identity Attack0.49032792
Insult0.34135336
Profanity0.2659699
Threat0.06658544
Severe Toxicity0.16496792
Moderate 0.50789946 Low Con 0.254 Moral_Argument
Oct 2, 2025 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.