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: "why would you do this …" 1,058 comments · Page 30 of 43
Cultural relativism is wrong. There are some cultures/practices that would better die out, either by force, or by slow decline. Promoting and protecting them in the end harms everyone.
Cultural relativism is wrong. There are some cultures/practices that would better die out, either by force, or by slow decline. Promoting and protecting them in the end harms everyone.
Identity Attack0.014450782
Insult0.022061773
Profanity0.020373698
Threat0.058826666
Severe Toxicity0.0032806396
Low Tox 0.10956833 Moderate Con 0.364 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Many would stay here illegally
Many would stay here illegally
Identity Attack0.053399716
Insult0.02012808
Profanity0.017094411
Threat0.008311004
Severe Toxicity0.0023269653
Low Tox 0.10913446 Moderate Con 0.336
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
lol the guy on the bike is a rockstar I would buy him a beer.
lol the guy on the bike is a rockstar I would buy him a beer.
Identity Attack0.0045137387
Insult0.046178754
Profanity0.026454043
Threat0.008738215
Severe Toxicity0.0027656555
Low Tox 0.10913446 Moderate Con 0.473 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Would have been very interesting to hear an indigenous persons opinion on the “Canadians” and the other immigrants.
Would have been very interesting to hear an indigenous persons opinion on the “Canadians” and the other immigrants.
Identity Attack0.10221587
Insult0.026315894
Profanity0.012141321
Threat0.006433869
Severe Toxicity0.0022029877
Low Tox 0.10870059 Moderate Con 0.494
Nov 17, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
I explained this a while ago technically he’s not trafficking people across the boarder it’s a loop hole. He drives you as if a uber would and you illegally cross yourself it’s just a punjab …
I explained this a while ago technically he’s not trafficking people across the boarder it’s a loop hole. He drives you as if a uber would and you illegally cross yourself it’s just a punjab scheme. This is how this has been operating at a large scale for so long. If you want more info feel free to get in touch. They essentially give you guidance on how to do so, orchestrate most of it by setting up a temporary air b&b “the safe house” etc. everything has reasoning behind it where it falls in that grey area. In the end you cross the boarder by yourself they don’t help you cross and all the risk is on you. They delete the chats and point the finger saying “this guy just needed a ride and a place to stay”
Identity Attack0.020882076
Insult0.04383647
Profanity0.03915693
Threat0.009230154
Severe Toxicity0.0036811829
Low Tox 0.10826672 Constructive 0.711
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I would be livid with that giant idol
I would be livid with that giant idol
Identity Attack0.011247349
Insult0.02373764
Profanity0.053435806
Threat0.020609349
Severe Toxicity0.005722046
Low Tox 0.10783285 Moderate Con 0.362 Meta_Commentary
Feb 11, 2026 Inside Canada's Indian Invasion...
The Liberal Laurentian Elite wants a cast system in Canada and would even prefer to be oligarchs. I think it is time to force Quebec out of Canada.
The Liberal Laurentian Elite wants a cast system in Canada and would even prefer to be oligarchs. I think it is time to force Quebec out of Canada.
Identity Attack0.036620867
Insult0.034672357
Profanity0.012585391
Threat0.01086132
Severe Toxicity0.0024032593
Low Tox 0.10783285 Low Con 0.21 Identity_Assertion
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
Considering the shortage of jobs in Canada, if immigration Canada didn't deport them then the Canadian people themselves would take up arms and deport those immigrants themselves. This is what happens when the Canadian government …
Considering the shortage of jobs in Canada, if immigration Canada didn't deport them then the Canadian people themselves would take up arms and deport those immigrants themselves. This is what happens when the Canadian government creates a shortage of jobs by rejecting half the engineering and business students to Canada's business and engineering programs at Canada's universities and colleges. If the Canadian government doubled or tripled the number of business and engineering students it accepts into Canada's business and engineering programs at Canada's universities and colleges then there wouldn't be such a desperate shortage of jobs and we could accept more immigrants. If there is no job nor housing for immigrants, they shouldn't come here.
Identity Attack0.057037655
Insult0.031256735
Profanity0.013985921
Threat0.012181788
Severe Toxicity0.0031661987
Low Tox 0.10783285 Moderate Con 0.471
Dec 30, 2025 1 likes Deportations From Canada at Their …
Without immigration Canada would fall... Canadians on their own do not have enough children to sustain the numbers to keep our economy stable. That's why the process is supposed to take awhile, have checks and …
Without immigration Canada would fall... Canadians on their own do not have enough children to sustain the numbers to keep our economy stable. That's why the process is supposed to take awhile, have checks and applications, so we are not just bringing in people, we are bringing in a sustainable number of people that will embrace being Canadian. We need to continue that. What we don't need is an influx of people who have not gone through the process, who do not understand they are being giving an opportunity to join us, and who are willing to be Canadian. No one wants to strip people of their history, but if you are leaving your country, you are doing it because you want something better, something different... the only way you get that is if you embrace where you are, not try and change it to what you left.
Identity Attack0.053854458
Insult0.03511308
Profanity0.014088398
Threat0.0079873605
Severe Toxicity0.0030517578
Low Tox 0.10739898 Constructive 0.669
Aug 26, 2025 Why Canadians Are Turning Against …
If you allowed people to criminally BREAK INTO your home, would you expect it to be a cleaner and a better place to live?
If you allowed people to criminally BREAK INTO your home, would you expect it to be a cleaner and a better place to live?
Identity Attack0.0047357255
Insult0.024124376
Profanity0.013712646
Threat0.018882722
Severe Toxicity0.0030517578
Low Tox 0.10696511 Low Con 0.266 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some …
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some do but the ones who don’t ruin the image for the rest of them. Other obvious problem is we’ve let in too many people in in general like more people have come than living units have been built making many problems just right there and then and it’s not really the people who immigrates fault it’s the government. I know restricting imagination and making the test to get in harder so they actually have to know something about Canadas history and our culture and realistically we need to apply more pressure on the expectation that immigrants eventually assimilate.
Identity Attack0.055673428
Insult0.03588435
Profanity0.020578653
Threat0.0075083673
Severe Toxicity0.0030326843
Low Tox 0.10696511 Constructive 0.619 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Glad I moved OUT of Brampton in the 90s. It was starting then. I have been to over 40 countries, and none of them would have accepted an invasion like Canada has.
Glad I moved OUT of Brampton in the 90s. It was starting then. I have been to over 40 countries, and none of them would have accepted an invasion like Canada has.
Identity Attack0.06476828
Insult0.030044744
Profanity0.010996987
Threat0.0068869707
Severe Toxicity0.0024795532
Low Tox 0.10653123 Constructive 0.573 Fear_Threat
Jan 27, 2026 21 likes Inside Canada's Indian Invasion...
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to save money for school since I can't afford it on my own. So if it's hard to get a job now why keep bringing people here. Obviously we would have enough jobs since there are so many people looking for jobs...sorry it's all boggling my mind.
Identity Attack0.030175667
Insult0.039444692
Profanity0.015557245
Threat0.0063367756
Severe Toxicity0.0018119812
Low Tox 0.10653123 Constructive 0.813 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Identity Attack0.0037182847
Insult0.020321451
Profanity0.027410502
Threat0.03649433
Severe Toxicity0.003643036
Low Tox 0.10653123 Moderate Con 0.349 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education …
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education and rules followed lived there. Now I am 18 and it is very sad to see that people who lack basic manners are going there in exchange of money, yes it is true that you cannot bring knowledge and good values in yourself with money, European people and American people should also think about this and should ask questions to their government that why are they bringing these people to get profit in the vote bank or are they very educated people, but looking at the condition it is not true that Their parents may have also taught them basic manners, many Indians do not have the flexibility to change their habits after seeing the country, but they would have had problems with people coming to their country from outside who did not live in the Indian culture, but if they did not live with outsiders and were forbidden to do that, then that would be racism! One should follow whatever religion one wants but see again it should change with the new environment, even in nature when a species migrates to a new place it follows the rules and practices it uses, it does not mean that its genetics change completely.
Identity Attack0.037136484
Insult0.03511308
Profanity0.027683776
Threat0.007598988
Severe Toxicity0.0028038025
Low Tox 0.10609736 Constructive 0.759 Identity_Assertion
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students …
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students alone contribute over $22 billion annually to the economy, effectively subsidizing the entire Canadian higher education system. In the healthcare sector, immigrants make up nearly 37% of physicians and 43% of pharmacists, with a massive percentage coming from the Indian diaspora. They are the ones keeping the clinics and pharmacies open for everyone. ​The impact stretches into every part of daily life, as over 56% of transport companies and 53% of restaurants are immigrant-run. Without them, grocery shelves would be empty and the supply chain would collapse. Furthermore, nearly half of the tech and software design sector is powered by the immigrant community. Beyond labor, some of the wealthiest people and biggest job creators in Canada are of Indian origin, such as David Cheriton and Prem Watsa, who have invested billions into the country. The Indian community isn't just visiting Canada; they are building, funding, and healing it every single day.
Identity Attack0.07921951
Insult0.03136692
Profanity0.016411226
Threat0.0067834044
Severe Toxicity0.0025367737
Low Tox 0.10609736 Constructive 0.704 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So. As a renovations contractor, I do bathrooms, kitchens, basements and additions...I have been called many many times by people from India to quote their work. And when I do, they think im bartering with …
So. As a renovations contractor, I do bathrooms, kitchens, basements and additions...I have been called many many times by people from India to quote their work. And when I do, they think im bartering with them. Can you do cash? Can you do it for 10,000 less? Can you just get materials for me? Can you recommend someone else? OMG. I don't even give them quotes anymore. This isn't a race to the bottom. Although they would like that. This government is certainly trying to make it that.
Identity Attack0.05612817
Insult0.027218282
Profanity0.024951037
Threat0.0069905366
Severe Toxicity0.002861023
Low Tox 0.10566349 Constructive 0.658 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are …
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are acting like victims when the same is done to them. It IS about race. Would they feel the same if the immigrants looked like them? I doubt it
Identity Attack0.09741807
Insult0.023479814
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0021839142
Low Tox 0.10566349 Moderate Con 0.457
Aug 26, 2025 Why Canadians Are Turning Against …
India have a good universities because some countries accept their Indian people with bachelor degree as H1B visa program, but most India apply and accepted in Canada as student visa, how many finished and how …
India have a good universities because some countries accept their Indian people with bachelor degree as H1B visa program, but most India apply and accepted in Canada as student visa, how many finished and how many leave the country? because they allow them to work at the same time. who would not take advantage to Canadian foreign programs, and those Indian MP's in parliament will support this programs to help their kinds or country fellows to dominate this country.
Identity Attack0.10221587
Insult0.02657372
Profanity0.0127561875
Threat0.007249452
Severe Toxicity0.0021743774
Low Tox 0.10522962 Constructive 0.525
Nov 30, 2025 IRCC Names India in Study …
Hire more people to get the job done faster.This would be money well spent.Instead of giving the money to immagrants,or helping them with any kind of money.
Hire more people to get the job done faster.This would be money well spent.Instead of giving the money to immagrants,or helping them with any kind of money.
Identity Attack0.068465814
Insult0.024511116
Profanity0.011970525
Threat0.0065697995
Severe Toxicity0.0018310547
Low Tox 0.104795754 Moderate Con 0.333
Dec 28, 2025 Deportations From Canada at Their …
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working …
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working for them.
Identity Attack0.10221587
Insult0.024124376
Profanity0.017504321
Threat0.007340072
Severe Toxicity0.002193451
Low Tox 0.104361884 Moderate Con 0.491 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
So how would they feel if millions of us went to Punjab and opened bars pubs and Catholic schools all over!
So how would they feel if millions of us went to Punjab and opened bars pubs and Catholic schools all over!
Identity Attack0.07425626
Insult0.020643732
Profanity0.016547862
Threat0.007922632
Severe Toxicity0.0025749207
Low Tox 0.103928015 Low Con 0.265 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
And if you went to their country they would MAKE follow their culture
And if you went to their country they would MAKE follow their culture
Identity Attack0.06385879
Insult0.01890341
Profanity0.017914234
Threat0.0068287146
Severe Toxicity0.002632141
Low Tox 0.103928015 Low Con 0.228
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different land, these same people become more attached to their original culture and religion, even more orthodox in their beliefs. They try to recreate what is familar. Why are we surprised most are not assimilating? It takes, for most, many generations. And even then. Immigrants will always, in one way or another affect change in the general culture. Think of different cuisine, the arts, influences on our beliefs, etc. What is a Canadian anyways? One who lives here? Who pays taxes here? How long of roots do you need to have before you are no longer called an immigrant? We have a very large country and from one community to another there is a difference in the culture. Perhaps we need to be clearer on what is in fact our highest Canadian values and communicate them more effectively. I would also like to add that there is suffering in not being able to pass on your culture. Watching your children and grandchildren speaking a different language, not having them understand yours enough for you to enjoy signing traditional songs to, not being able to guide them in your religious beliefs, etc., in the name of them becoming assimilated. I am experiencing these and my roots go back over 400 years on this land.
Identity Attack0.07673789
Insult0.027730936
Profanity0.018734055
Threat0.006861079
Severe Toxicity0.0023174286
Low Tox 0.102626406 Constructive 0.861
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Bro go all the way and actually try crossing illegally n document it if possible. That would be awesome
Bro go all the way and actually try crossing illegally n document it if possible. That would be awesome
Identity Attack0.022791367
Insult0.021610579
Profanity0.014156717
Threat0.00951496
Severe Toxicity0.00289917
Low Tox 0.102626406 Moderate Con 0.414 Call_To_Action
Jan 27, 2026 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.