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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: "If your country is so …" 3,912 comments · Page 52 of 157
the way white people are hurt now, it was the same way red indians were hurt when white people occupied and colonised their free country
the way white people are hurt now, it was the same way red indians were hurt when white people occupied and colonised their free country
Identity Attack0.46028158
Insult0.16773392
Profanity0.15724123
Threat0.07323132
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.467 Moral_Argument
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
The whole country is now flooded with India 🇮🇳 yet no one is calling this out. We’ve been invaded by millions of Indians yet no one sees this as a national travesty
The whole country is now flooded with India 🇮🇳 yet no one is calling this out. We’ve been invaded by millions of Indians yet no one sees this as a national travesty
Identity Attack0.44690517
Insult0.21836096
Profanity0.19155724
Threat0.038220957
Severe Toxicity0.02383376
Moderate 0.39231625 Low Con 0.274 Fear_Threat
Sep 29, 2025 2 likes IRCC Names India in Study …
what a nightmare i cant imagine living amongst that. White countries need to stay White
what a nightmare i cant imagine living amongst that. White countries need to stay White
Identity Attack0.46028158
Insult0.1640896
Profanity0.124631
Threat0.013269233
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.297 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It's pretty obvious that part of the pushback is because the country of origin became completely slanted. There was a time when there was a lot of Chinese immigration, and while you would have wanted …
It's pretty obvious that part of the pushback is because the country of origin became completely slanted. There was a time when there was a lot of Chinese immigration, and while you would have wanted way less, at least they know how to follow the rules and show signs of gratitude for being allowed in. The mass influx of Jeets is a totally different animal. Natural scammers, ungrateful and much more trouble than they are worth.
Identity Attack0.2823795
Insult0.4339631
Profanity0.09260304
Threat0.010369381
Severe Toxicity0.014511578
Moderate 0.39231625 Constructive 0.615 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
So when it comes to foreigners in Canada, Canada is apparently not much better than the fascist Trump regime❗❗As an American this absolutely discusts me! We apparently forget that both our countries are founded on …
So when it comes to foreigners in Canada, Canada is apparently not much better than the fascist Trump regime❗❗As an American this absolutely discusts me! We apparently forget that both our countries are founded on emigrants❗
Identity Attack0.36942887
Insult0.37619758
Profanity0.040158957
Threat0.0067834044
Severe Toxicity0.011291504
Moderate 0.39231625 Constructive 0.501
Dec 30, 2025 Deportations From Canada at Their …
western governments want them in because of low birth rates - personally I'd prefer my culture to remain intact & my country to be safe and have a low workforce and birth rate. The first …
western governments want them in because of low birth rates - personally I'd prefer my culture to remain intact & my country to be safe and have a low workforce and birth rate. The first generation of Indians went there to get away from the people who shit on the bus and throw rubbish into rivers and canals. In India the biggest vehicle has the right of way - "might is right"
Identity Attack0.2854555
Insult0.27146968
Profanity0.40878695
Threat0.014393489
Severe Toxicity0.022064678
Moderate 0.39231625 Constructive 0.667 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from young Canadians that are needing a first job like tim hortons or any of the sort. it’s ridiculous the job market in canada is destroyed because of this immigration mess
Identity Attack0.27991617
Insult0.41767508
Profanity0.075792134
Threat0.008556974
Severe Toxicity0.009117126
Moderate 0.39231625 Constructive 0.504 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I AM SO GLAD TRUMP IS IN OFFICE AND CRACKING DOWN ON MIGRANTS COMING INTO AMERICA. FOR YOU INDIA PEOPLE MOVING INTO ANOTHER COUNTRY AND CULTURE PUTTING STATUES ON SOMEONE ELSES LAND IS DISRESPECTFUL
I AM SO GLAD TRUMP IS IN OFFICE AND CRACKING DOWN ON MIGRANTS COMING INTO AMERICA. FOR YOU INDIA PEOPLE MOVING INTO ANOTHER COUNTRY AND CULTURE PUTTING STATUES ON SOMEONE ELSES LAND IS DISRESPECTFUL
Identity Attack0.44690517
Insult0.24928534
Profanity0.06796519
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.428 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Pakistan is spreading filth in Canada against its own country India by radicalizing even the very nice and good Sikh community, but we all have faith that Hindu and Sikh people will work only for …
Pakistan is spreading filth in Canada against its own country India by radicalizing even the very nice and good Sikh community, but we all have faith that Hindu and Sikh people will work only for the good of Canada.
Identity Attack0.46050715
Insult0.27558193
Profanity0.08096472
Threat0.011353259
Severe Toxicity0.022322904
Moderate 0.39231625 Constructive 0.568 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not like the Cons would have been much better but Canadians saw them destroy the country and replace us in a decade and decided they wanted more lmao. Absolute joke of a country we've become, …
Not like the Cons would have been much better but Canadians saw them destroy the country and replace us in a decade and decided they wanted more lmao. Absolute joke of a country we've become, genuinely embarrassing
Identity Attack0.3072352
Insult0.40189892
Profanity0.08290444
Threat0.011405042
Severe Toxicity0.014059683
Moderate 0.39021665 Low Con 0.29 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Being an Indian, I myself don't want Indians to get a PR on a foreign country. Just work and come back.
Being an Indian, I myself don't want Indians to get a PR on a foreign country. Just work and come back.
Identity Attack0.46028158
Insult0.2469859
Profanity0.0961592
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.39021665 Constructive 0.561 Identity_Assertion
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the entire country just wants the South Asians out. You will not hold a single one of your kind responsible for what is predominantly a white political and bureaucratic body. And then you wonder why you're being called racists. You people ARE. It's so much easier to direct your anger towards the brown guy than the white guy isn't it? Because then you'd have to admit that the white guy is the one holding the gun and the brown guy is the one whose shoulder is being used to rest the gun on. Good luck fixing the roots of your problems Canadians. You just carry on shouting at the symptoms.
Identity Attack0.4508763
Insult0.3388922
Profanity0.06345607
Threat0.011974656
Severe Toxicity0.017158391
Moderate 0.39021665 Constructive 0.506
Sep 28, 2025 IRCC Names India in Study …
How funny is that Indians go to other country and there they dont like to see a lot of other Indians around !! Its like Indians dont like themselves 🤣🤣
How funny is that Indians go to other country and there they dont like to see a lot of other Indians around !! Its like Indians dont like themselves 🤣🤣
Identity Attack0.46028158
Insult0.18852992
Profanity0.12551236
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.275 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the …
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the countries they are moving into. It's too high rate of immigration that's threatening the fabric the west. All they have is racist and white and colonial guilt to insinuate their way in. Objectively saying, the west is collapsing rapidly than we can realize and react. Having too many guests threatens your safety and the wellbeing of your children. Having immigrants is good, but it has to be well regulated, monitored ensuring assimilation and culture compliant. To those navie westerners, too foolishly craving immigrants, why don't you try to move to their countries? Your moral virtues should serve you first.
Identity Attack0.40883094
Insult0.34237885
Profanity0.09583591
Threat0.06205949
Severe Toxicity0.021806452
Moderate 0.39021665 Moderate Con 0.489 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Kinda hard to have kids in Canada when so expensive nowadays, I wanted a kid but I can barely feed myself and keep roof over my head and I don’t want to put my kid …
Kinda hard to have kids in Canada when so expensive nowadays, I wanted a kid but I can barely feed myself and keep roof over my head and I don’t want to put my kid through that, illegal immigrants get free everything, Canada turned into a real hell hole, this not the country my family and others family fought for
Identity Attack0.38826546
Insult0.3388922
Profanity0.2124067
Threat0.010447056
Severe Toxicity0.022193791
Moderate 0.38811707 Constructive 0.574
Aug 31, 2025 17 likes Why Canadians Are Turning Against …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. Over a decade of liberal leadership has canada looking like a 3rd world country in decline. 🤢🤮 if they want it some much, let them have it. They will have to do it with out lands custodians that made it possible. Let them lay railways in their sandals in the snow for 100 years.
Identity Attack0.37152436
Insult0.36798462
Profanity0.04592061
Threat0.010369381
Severe Toxicity0.018320406
Moderate 0.38811707 Moderate Con 0.359 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Jagmeet Singh brought in his kind and ruined the country!!
Jagmeet Singh brought in his kind and ruined the country!!
Identity Attack0.10221587
Insult0.40420914
Profanity0.10363861
Threat0.07323132
Severe Toxicity0.021419114
Moderate 0.38811707 Low Con 0.247 Unverified_Claim
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
it's because they are the perfect cattle people. they will live in filth, they will eat filth, they will work in filth without a second thought because the whole country is below 70iq. Why would …
it's because they are the perfect cattle people. they will live in filth, they will eat filth, they will work in filth without a second thought because the whole country is below 70iq. Why would they pay you a fair salary? Why would you have a standard of living? If they can import a bunch of them? I am not even upset with them anymore, I am more upset with my own people that are letting this happen.
Identity Attack0.12735364
Insult0.38406035
Profanity0.16171204
Threat0.010188141
Severe Toxicity0.017481172
Moderate 0.38811707 Moderate Con 0.437 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
And this is why no western country wants indias, Sikhs, Muslims and Africans, because of the deculturilization of their country. You don’t want to localize, speak the language follow Christianity then don’t go there.
And this is why no western country wants indias, Sikhs, Muslims and Africans, because of the deculturilization of their country. You don’t want to localize, speak the language follow Christianity then don’t go there.
Identity Attack0.48990932
Insult0.21602537
Profanity0.051932767
Threat0.009618527
Severe Toxicity0.020515325
Moderate 0.38811707 Moderate Con 0.322 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. …
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. The list goes on. We all grew up with immigrants, this country has always welcomed immigration. It’s our culture. Nobody was ever racist back in the day. Every classroom was multicultural and everyone played together. But this!… this is something completely different.
Identity Attack0.11396073
Insult0.4339631
Profanity0.026454043
Threat0.006537435
Severe Toxicity0.0074005127
Moderate 0.38811707 Constructive 0.588 Unverified_Claim
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
White guy Ancestors Emigrate (Infade)the Country of the Aboriginals!! Canada!!
White guy Ancestors Emigrate (Infade)the Country of the Aboriginals!! Canada!!
Identity Attack0.458714
Insult0.1823172
Profanity0.066963166
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.38811707 Low Con 0.21 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Gee I love when a foreign YouTuber comes into my country and feeds into a crippling culture war for clicks!
Gee I love when a foreign YouTuber comes into my country and feeds into a crippling culture war for clicks!
Identity Attack0.316
Insult0.16195811
Profanity0.21348765
Threat0.17016006
Severe Toxicity0.023076924
Moderate 0.38811707 Moderate Con 0.321 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
America was created for immigrants, if you dont like it go back to your country.
America was created for immigrants, if you dont like it go back to your country.
Identity Attack0.43896464
Insult0.24287975
Profanity0.059447967
Threat0.011120236
Severe Toxicity0.017868511
Moderate 0.38811707 Low Con 0.238
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are very unclean people, doesn't mean some of them are nice, but they need to stay in their country and if they decided to move to another country, they should respect and follow by …
Indians are very unclean people, doesn't mean some of them are nice, but they need to stay in their country and if they decided to move to another country, they should respect and follow by that country's rules. Canada is too nice to people, they should be strict to the foreigners.
Identity Attack0.46028158
Insult0.34101152
Profanity0.08064143
Threat0.008026198
Severe Toxicity0.021031776
Moderate 0.38811707 Constructive 0.595 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This is an INVASION!! immigration should have cut off the amount that can take over our country!! These people are not good for Canada 🇨🇦!! Colonialism is here !!
This is an INVASION!! immigration should have cut off the amount that can take over our country!! These people are not good for Canada 🇨🇦!! Colonialism is here !!
Identity Attack0.40255263
Insult0.24928534
Profanity0.026590679
Threat0.017674083
Severe Toxicity0.02077355
Moderate 0.38811707 Low Con 0.227 Fear_Threat
Feb 11, 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.