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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: "why would you do this …" 1,058 comments · Page 13 of 43
why would you be afraid Tyler. Indians are pasifists
why would you be afraid Tyler. Indians are pasifists
Identity Attack0.39677486
Insult0.26957804
Profanity0.087430455
Threat0.009100696
Severe Toxicity0.016125489
Moderate 0.36095104 Low Con 0.22 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The people on the panel can easily be replaced by AI and this case, I would not feel sorry for them. You'd have all those stats within minutes. Absolute incompetence!
The people on the panel can easily be replaced by AI and this case, I would not feel sorry for them. You'd have all those stats within minutes. Absolute incompetence!
Identity Attack0.0064006294
Insult0.38406035
Profanity0.023994578
Threat0.0079873605
Severe Toxicity0.0043678284
Moderate 0.36095104 Low Con 0.295 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are …
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are not of their blood, you cannot be part of their nations and live among them in their communities. End of story. Want to talk about the British in India? Go ahead. At the peak, there were about 150,000 to 200,000 and they left. Time for Indians to go home.
Identity Attack0.44690517
Insult0.1823172
Profanity0.050680235
Threat0.04233929
Severe Toxicity0.02077355
Moderate 0.36095104 Constructive 0.513 Identity_Assertion
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, …
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, you would berated in your own country, ask the muslims and Christians the suffering they go through because of the majority. The punjabi population you see there is predominantly Hindu too not sikh. They have been trained to say they are from Punjab to take attention away from Hindus
Identity Attack0.45610145
Insult0.17858955
Profanity0.037904397
Threat0.043955702
Severe Toxicity0.015544481
Moderate 0.36095104 Moderate Con 0.46 Fear_Threat
Feb 28, 2026 7 likes Inside Canada's Indian Invasion...
I grew up in Brampton. When I was going it was really multicultural, I lived in a Portuguese neighborhood. There were many different ethnic neighborhoods, it was a melting pot of cultures. I had friends …
I grew up in Brampton. When I was going it was really multicultural, I lived in a Portuguese neighborhood. There were many different ethnic neighborhoods, it was a melting pot of cultures. I had friends of all races and I got to learn about their cultures. It would have been the perfect place to raise kids.It's not multicultural anymore it's just Indians, it's filthy there, crime has skyrocketed and housing prices is insane. You also can't rent apartments as all the landlords will only take Indian tenants under the guise of "vegetarians only". It's a shame, it used to be a great place to live.
Identity Attack0.38699543
Insult0.28997475
Profanity0.24147889
Threat0.011974656
Severe Toxicity0.02296847
Moderate 0.36095104 Constructive 0.679 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, I WISH you would have met up with some of us next gen. THIS CITY USED TO BE WHITE, CANADIAN - POLISH & ITALIAN immigration WHITE. you dont call me a brown polak, you …
Tyler, I WISH you would have met up with some of us next gen. THIS CITY USED TO BE WHITE, CANADIAN - POLISH & ITALIAN immigration WHITE. you dont call me a brown polak, you call me white. we assimilated generations ago, brampton was thriving during the skyscraper era ... shame....
Identity Attack0.3958119
Insult0.19967617
Profanity0.030890211
Threat0.008582866
Severe Toxicity0.014447021
Moderate 0.36095104 Constructive 0.612 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all …
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all a bad rep. I don't blame them for being here, except those that don't leave when required. However, the government knew it would be a problem with the numbers allowed; lack of resources to ensure they were sent packing when their time expired. It should be codified in law that if you do nkmot leave, your entire family, including extended family gets the boot.
Identity Attack0.016159095
Insult0.40243408
Profanity0.06546012
Threat0.009929225
Severe Toxicity0.005722046
Moderate 0.36043653 Constructive 0.758 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as …
You English ,French and other European countries have grown lot of population in 400 hundred years on this native peoples land , you have killed them , destroy native ,s culture ,beliefs and language as well and imposed English , French and Spanish and your religion and European culture. I would say to all of you please do not get panic. This planet ,s language is not English French or Spanish only ,thousands of other languages do have same rights. If you love to your language ,religion or culture then go back to your ancestor ,s rich land. Every body ,s fundamental human rights to speak his mother tongue and promote his culture Religion is a different issue.
Identity Attack0.35624164
Insult0.18728738
Profanity0.12639372
Threat0.16067244
Severe Toxicity0.023076924
Moderate 0.36043653 Constructive 0.558 Moral_Argument
Dec 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Im Canadian, I cant think of a reason I would be in the states for more then 30 days, but if so, I have no problem with this as we should be doing this in …
Im Canadian, I cant think of a reason I would be in the states for more then 30 days, but if so, I have no problem with this as we should be doing this in Canada as well. Too many criminals!
Identity Attack0.056772653
Insult0.21153036
Profanity0.00025829094
Threat0.0015011193
Severe Toxicity0.000009291139
Moderate 0.35764563 Policy_Critique
Dec 10, 2025
should look into maid and how it is the 4th leading cause of death in canada....and 97% of the recipients are white canadians. seems like they arent offering it to the massive influxes of indian …
should look into maid and how it is the 4th leading cause of death in canada....and 97% of the recipients are white canadians. seems like they arent offering it to the massive influxes of indian or chinese immigrants. would be very interesting to see who is pushing maid the hardest, and what ethnicity those doctors / care practitioners are. call me crazy but seems a bit like institutionalized genocide.
Identity Attack0.36873037
Insult0.26957804
Profanity0.05393682
Threat0.04880493
Severe Toxicity0.012703998
Moderate 0.35186127 Constructive 0.506 Unverified_Claim
Feb 28, 2026 Inside Canada's Indian Invasion...
They destroyed their country (pollution, overpopulation) so they come here to do the same. Real facts... The race to end the world would be them.
They destroyed their country (pollution, overpopulation) so they come here to do the same. Real facts... The race to end the world would be them.
Identity Attack0.3780483
Insult0.14512913
Profanity0.06195303
Threat0.13815513
Severe Toxicity0.021935565
Moderate 0.35186127 Low Con 0.143 Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) is to destroy our race & culture. Swamping your country with foreigners from a different culture and race goes against every internal instinct a normal person would have to protect their family, race or tribe to survive in its identifiable form. Japanese people live in Japan, Chinese people in China, Germans in Germany; this is how the world should be. Otherwise, with untapped migration, no country will be identifiable by its roots or culture, which is the real tragedy, because what makes countries in the world different is what makes the world such an interesting and unique place.
Identity Attack0.41975367
Insult0.18480228
Profanity0.104876526
Threat0.0347677
Severe Toxicity0.021548226
Moderate 0.34757367 Constructive 0.647
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow, it's like the powers that be in Canada for the last 10 years drilled into people's heads on social media, that being a racist is worse than being a murderer, and then proceeded to …
Wow, it's like the powers that be in Canada for the last 10 years drilled into people's heads on social media, that being a racist is worse than being a murderer, and then proceeded to flood the country with immigrants from India and hope that people would self-censor and not say anything.
Identity Attack0.28034934
Insult0.32211447
Profanity0.02522431
Threat0.030278467
Severe Toxicity0.012207031
Moderate 0.34757367 Moderate Con 0.411 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Just so we are clear, bro I just moved to Brampton myself. I am a Canadian born citizen, but also Hindu Punjabi but i recently got baptized into Christianity. However, I wanted to state that …
Just so we are clear, bro I just moved to Brampton myself. I am a Canadian born citizen, but also Hindu Punjabi but i recently got baptized into Christianity. However, I wanted to state that the poo eating is only in one part of India more or less which you already went to and The rest of India does not condone the eating of deh poo poo. Thank you and yes their are a lot of dirty ppl also unfortunately. Facts are facts. A lot of us dont like being clean for some reason. A shower a day would be nice. Some Deodorant also would be great cuz the purchasing of deodorant seems to be quite low over here. Wish i ran into you man i would have enjoyed talking to u. Big fan.
Identity Attack0.28034934
Insult0.34314156
Profanity0.16496858
Threat0.008272167
Severe Toxicity0.01502803
Moderate 0.34328604 Constructive 0.818 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My greatest hope for the world is not world peace. It's that a communist dictator would arise in India, and model the country after North Korea, so that no Indians can leave the Subcontinent
My greatest hope for the world is not world peace. It's that a communist dictator would arise in India, and model the country after North Korea, so that no Indians can leave the Subcontinent
Identity Attack0.38223284
Insult0.12521741
Profanity0.08355101
Threat0.1319513
Severe Toxicity0.023076924
Moderate 0.34328604 Moderate Con 0.315 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The minister was probably chosen specifically because she was inept and wouldn't know what was going on in her department; that reduces the likelihood that anyone would be turned away a while longer. As Lorrie …
The minister was probably chosen specifically because she was inept and wouldn't know what was going on in her department; that reduces the likelihood that anyone would be turned away a while longer. As Lorrie said - just like my Political Science professor pointed out almost 50 years ago - immigrants largely vote for whoever was in power when they arrived in the country. A very large percentage of the people that they bring into the country under a Liberal government are likely to vote Liberal. That's a (practically) guaranteed stream of new Liberal voters to replace the old Liberal voters who have become disillusioned by the Liberal Party's actions. It has to stop. We need to vet EVERYONE who comes in and we shouldn't be giving them gold-plated health care until we've granted them refugee status or permanent residency and they should be told that up front so no one is shocked or feels cheated. If they know that and still come, they'll know what they're facing. If they choose not to come, they've made an informed decision.
Identity Attack0.050443888
Insult0.40243408
Profanity0.049177196
Threat0.007974415
Severe Toxicity0.0060272217
Moderate 0.34328604 Constructive 0.796 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Identity Attack0.37012735
Insult0.24630153
Profanity0.050429728
Threat0.024580594
Severe Toxicity0.014188796
Moderate 0.3389984 Constructive 0.691 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the LIE that is was just the TURD in the last 10 yrs isn't the problem, it's been since his waste of skin father, who started it, the debt, Multiculturalism lie, if it was the solution, instead of REAL POLICIES, it would have worked by now, it's not working anywhere in the WESTERN WORLD
Identity Attack0.21866
Insult0.33896056
Profanity0.079025
Threat0.008712323
Severe Toxicity0.016060932
Moderate 0.3389984 Low Con 0.297 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police …
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police and they will catch a lot of students hiding there. The immigration should open a site where citizens or legal residents can report these people. That would make it eadier for Canada to track the illegals. But the important thing is stop the incoming students and the refugees.
Identity Attack0.3819294
Insult0.24928534
Profanity0.028503597
Threat0.025443908
Severe Toxicity0.01483436
Moderate 0.3389984 Constructive 0.66 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
I don't blame the people. They're poor, destitute, desperate, etc. We must look at the ones who are directly benefitting from importing them. Those are the traitors. Without them, we'd be able to feed the …
I don't blame the people. They're poor, destitute, desperate, etc. We must look at the ones who are directly benefitting from importing them. Those are the traitors. Without them, we'd be able to feed the entire world to a point where no one would need to leave their homeland, because all the food and water would be there for them. Clean food and water, of course. Think about it.
Identity Attack0.10221587
Insult0.36798462
Profanity0.033144772
Threat0.009074804
Severe Toxicity0.0076675415
Moderate 0.3389984 Constructive 0.601 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Native Canadians 😂🤣😂🤣 Only a British immigrant would say that 💯
Native Canadians 😂🤣😂🤣 Only a British immigrant would say that 💯
Identity Attack0.39461556
Insult0.1505596
Profanity0.039657943
Threat0.007340072
Severe Toxicity0.013543231
Moderate 0.3389984 Low Con 0.178 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I would love to see videos of how europeans are invading the global south. My home country Kenya, so many Europeans and Americans moving there. They are also moving to Uganda, Rwanda, Tanzania, Cape town …
I would love to see videos of how europeans are invading the global south. My home country Kenya, so many Europeans and Americans moving there. They are also moving to Uganda, Rwanda, Tanzania, Cape town in large numbers. We haven't even talked about Vietnam, Thailand etc. I want to see these videos. How they are destabilising our prices. How cost of living is going up because all these white people are moving to our countries. Cheap healthcare, cheap and affordable cost of living, great cultures, amazing food, great parties, great beaches, amazing wildlife etc. I go to clubs in Kenya where the majority is white people. Working remote jobs, getting paid is dollars and euros and enjoying life in the global south countries. Make that video.
Identity Attack0.3908055
Insult0.16337912
Profanity0.15195307
Threat0.05721026
Severe Toxicity0.023076924
Moderate 0.3389984 Constructive 0.747 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this country it would be a disgrace. Canadians are tired and are feeling the impact on mass immigration. Government has failed us miserably.
Identity Attack0.20878418
Insult0.29383746
Profanity0.06295506
Threat0.0084793
Severe Toxicity0.009231567
Moderate 0.3389984 Constructive 0.561 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
still far better than islamic mindset , ask anyone would you choose 1 millions hindu ,sikh or 1 million muslims ,
still far better than islamic mindset , ask anyone would you choose 1 millions hindu ,sikh or 1 million muslims ,
Identity Attack0.41052565
Insult0.1342682
Profanity0.057443913
Threat0.025789235
Severe Toxicity0.02258113
Moderate 0.3389984 Low Con 0.196 Identity_Assertion
Oct 7, 2025 47 likes Inside Canada's Indian Metropolis (Brampton)
Windsor is just as bad as Brampton if not worse, I would do some interviews there not just about Indians but the overall downfall of Windsor Ontario, it’s gotten so bad
Windsor is just as bad as Brampton if not worse, I would do some interviews there not just about Indians but the overall downfall of Windsor Ontario, it’s gotten so bad
Identity Attack0.27991617
Insult0.27558193
Profanity0.053435806
Threat0.008505191
Severe Toxicity0.0090408325
Moderate 0.3389984 Moderate Con 0.5 Policy_Critique
Jan 27, 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.