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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: "Because the muslims were too …" 526 comments · Page 19 of 22
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful …
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful what he says it can turn around on him. I believe there is hope and there will be a change!!
Identity Attack0.37953663
Insult0.08459369
Profanity0.017777596
Threat0.0089712385
Severe Toxicity0.00957489
Low Tox 0.28857216 Constructive 0.722 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Ice on the way to save Canada ice for Muslims
Ice on the way to save Canada ice for Muslims
Identity Attack0.35624164
Insult0.0720671
Profanity0.027820412
Threat0.012078222
Severe Toxicity0.010757446
Low Tox 0.2854903 Low Con 0.21
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Identity Attack0.38176915
Insult0.076502606
Profanity0.02932342
Threat0.0070552654
Severe Toxicity0.0074386597
Low Tox 0.2854835 Low Con 0.235 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
BS . A muslim family of 6 gets $24,000 per month in welfare, no strings, plus free housing and free health care to boot.
BS . A muslim family of 6 gets $24,000 per month in welfare, no strings, plus free housing and free health care to boot.
Identity Attack0.2877625
Insult0.0838533
Profanity0.10611444
Threat0.010835429
Severe Toxicity0.01322045
Low Tox 0.28548008 Moderate Con 0.313
Dec 6, 2017 4 likes How much do refugees and …
Canadians could never afford more than two children since the 60’s unless both parents go out to work! Now since the poison Covid vaxs spike proteins attack the testies and the ovaries, the rate of …
Canadians could never afford more than two children since the 60’s unless both parents go out to work! Now since the poison Covid vaxs spike proteins attack the testies and the ovaries, the rate of still births or spontaneous abortions are up 1000 %! Like Carney said, Muslim values are Canadian values so it’s all done by design and it’s obvious at this point!
Identity Attack0.2846865
Insult0.11978693
Profanity0.029460056
Threat0.010835429
Severe Toxicity0.01159668
Low Tox 0.28548008 Moderate Con 0.472 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. Indians in the UK USA …
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.32476485
Insult0.0836065
Profanity0.10301965
Threat0.013702838
Severe Toxicity0.015221698
Low Tox 0.2854733 Constructive 0.744 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The Muslim man that said Muslims will take over was correct. It’s happening right in front of your eyes and the government is doing nothing about it now it’s a problem all over the world …
The Muslim man that said Muslims will take over was correct. It’s happening right in front of your eyes and the government is doing nothing about it now it’s a problem all over the world and it’s to late to stop.
Identity Attack0.36733335
Insult0.07270074
Profanity0.026044132
Threat0.011430934
Severe Toxicity0.008544922
Low Tox 0.2854699 Moderate Con 0.414 Fear_Threat
Aug 27, 2025 Why Canadians Are Turning Against …
This isn't immigration and assimilation. This is invasion. I think if you come to Canada, you are no longer a Sikh, Muslim, Indian etc. You're Canadian. There shouldn't be sub-cultures inside Canada. We shouldn't see …
This isn't immigration and assimilation. This is invasion. I think if you come to Canada, you are no longer a Sikh, Muslim, Indian etc. You're Canadian. There shouldn't be sub-cultures inside Canada. We shouldn't see people's skin color. If anything, we are MORE obsessed with skin color than we were in the 90s.
Identity Attack0.37730414
Insult0.07840354
Profanity0.021125201
Threat0.008323951
Severe Toxicity0.010986328
Low Tox 0.2854699 Constructive 0.555
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
4:56 Generalizing people by race or religion is ignorant. Muslims are some of the kindest and most charitable people I’ve met, and Islam strongly promotes respect, protection of women, and moral responsibility.
4:56 Generalizing people by race or religion is ignorant. Muslims are some of the kindest and most charitable people I’ve met, and Islam strongly promotes respect, protection of women, and moral responsibility.
Identity Attack0.17536941
Insult0.22303216
Profanity0.08581402
Threat0.0077802283
Severe Toxicity0.0065994263
Low Tox 0.2853768 Constructive 0.676 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in …
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in her own name. Guess which resume had a call for an interview, yes - the one with the Indian name. This is insane. I require personal health-care at home and i REFUSE TO have my Canadian worker be replaced with an immigrant from Kenya. Sorry but the Canadian worker has been here for 5 generations and then suddenly she's going to lose her house because of this situation with immigrants. Not if have anything to do with it if and when i can. Sharia law, and other foreign practices are not respectful to Canadian culture. If they dont assimilate to our culture, speak our official languages (French and English). Deport them all. ALL OF THE IMMIGRANTS MUST BE DEPORTED, ESPECIALLY ISLAMICS, AND MUSLIMS, AS WELL AS INDIANS. These immigrants are not respectful to the host country. The muslim women wearing hijabs (veils covering their entire faces should NOT BE PERMITTED for safety reasons) must follow our culture and expose their faces. From Canada 🇨🇦 ❤❤❤
Identity Attack0.26494437
Insult0.17858955
Profanity0.046171114
Threat0.0077802283
Severe Toxicity0.009841919
Low Tox 0.2853768 Constructive 0.67 Personal_Narrative
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I'll tell you..it completely reversed any convenient food I might occasionally purchase to zero.. goods bought is only in local storesthat hire locals. That said canadians have more in common with Indians than Muslims..by far.
I'll tell you..it completely reversed any convenient food I might occasionally purchase to zero.. goods bought is only in local storesthat hire locals. That said canadians have more in common with Indians than Muslims..by far.
Identity Attack0.381025
Insult0.0808917
Profanity0.019348921
Threat0.006757513
Severe Toxicity0.007095337
Low Tox 0.2853768 Constructive 0.619
Oct 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
A cue for Muslims to move in. The reestablishment of the Islamic empire gets closer. Europe is almost theirs.
A cue for Muslims to move in. The reestablishment of the Islamic empire gets closer. Europe is almost theirs.
Identity Attack0.3649781
Insult0.017205358
Profanity0.0009447852
Threat0.0019327677
Severe Toxicity0.00013364908
Low Tox 0.2823763
Apr 15, 2025
All muslims have to say is they want to be Christian and theyre here as a refugee. Met many in Thornhill. I mean Thornhillistan.
All muslims have to say is they want to be Christian and theyre here as a refugee. Met many in Thornhill. I mean Thornhillistan.
Identity Attack0.36873037
Insult0.06984934
Profanity0.059447967
Threat0.009126588
Severe Toxicity0.011444092
Low Tox 0.2820025 Moderate Con 0.414 Unverified_Claim
Nov 21, 2025 Thousands of refugees allowed into …
MUSLIMS PRAY TO GOD. WORSHIP GOD🎉WHATS D FUSS.😮?
MUSLIMS PRAY TO GOD. WORSHIP GOD🎉WHATS D FUSS.😮?
Identity Attack0.27991617
Insult0.08434689
Profanity0.14490221
Threat0.011793415
Severe Toxicity0.021806452
Low Tox 0.28087774 Low Con 0.183
Sep 15, 2025 Why Canadians Are Turning Against …
But notice she didn't give a example of a Muslim who have multiple wives and multiple kids sitting on welfare state funded money Vietnamese and Asian they always make their way they ain't going to …
But notice she didn't give a example of a Muslim who have multiple wives and multiple kids sitting on welfare state funded money Vietnamese and Asian they always make their way they ain't going to sit on people and collect the system's money
Identity Attack0.33675182
Insult0.0838533
Profanity0.025907494
Threat0.007948523
Severe Toxicity0.008087158
Low Tox 0.27412915 Moderate Con 0.454
Jun 29, 2018 75 likes How much do refugees and …
Not all Indians are Hindu nor shikiss Muslim
Not all Indians are Hindu nor shikiss Muslim
Identity Attack0.36273825
Insult0.09855611
Profanity0.11292298
Threat0.012233571
Severe Toxicity0.014447021
Low Tox 0.27047762 Low Con 0.213
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I grew up in Surrey in the 90’s and I understand the history between Sikh’s and Muslims. I’ll take these guys all day over the muzzies.
I grew up in Surrey in the 90’s and I understand the history between Sikh’s and Muslims. I’ll take these guys all day over the muzzies.
Identity Attack0.3072352
Insult0.08508729
Profanity0.10549548
Threat0.05721026
Severe Toxicity0.014511578
Low Tox 0.26859093 Constructive 0.67 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Indian I don't even liked this. Each place, city, country has it's own tradition, own people, and stuff and if any religion or group of people are taking over it then that's not …
As a Indian I don't even liked this. Each place, city, country has it's own tradition, own people, and stuff and if any religion or group of people are taking over it then that's not a good thing. What applies for Muslim people should apply for all. PS: I'm Hindu!
Identity Attack0.29188538
Insult0.06319981
Profanity0.06596114
Threat0.010964886
Severe Toxicity0.009460449
Low Tox 0.26859093 Constructive 0.749 Identity_Assertion
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a white Canadian and I want more Indians because they don't want Sharia law like Muslim do so yah I'd rather live amongst the Indians they're awesome people
I'm a white Canadian and I want more Indians because they don't want Sharia law like Muslim do so yah I'd rather live amongst the Indians they're awesome people
Identity Attack0.30103904
Insult0.0654725
Profanity0.057944927
Threat0.008013252
Severe Toxicity0.010223389
Low Tox 0.2667042 Constructive 0.598 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
They don't really assimilate ABIT like the Muslim but not as forceful
They don't really assimilate ABIT like the Muslim but not as forceful
Identity Attack0.34000012
Insult0.08459369
Profanity0.072882555
Threat0.010110466
Severe Toxicity0.011672974
Low Tox 0.2667042 Low Con 0.258 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why would a Muslim man get a tattoo if it forbidden
Why would a Muslim man get a tattoo if it forbidden
Identity Attack0.29188538
Insult0.055547886
Profanity0.07934829
Threat0.011922873
Severe Toxicity0.010528564
Low Tox 0.26293078 Low Con 0.234
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you …
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you can’t walk around Riyadh in a mini skirt , you go to India in the majority Hindu states like Haryana no beef is eaten they is no exceptions yet in Canada , Uk and Us they include these religions they allow them to implement thier religious laws in thier communities which good for them but not for the people the found there , which creates tension as laws and beliefs clash Canada, uk , us need to establish that they Christian nations and not be so inclusive only give them thier spaces to worship thier god or gods but they should never impose thier laws on the general public, and they need to make it a necessity for all immigrants to learn about the countries culture, language and laws and make it clear they have to abide by these laws
Identity Attack0.33675182
Insult0.1087965
Profanity0.03715288
Threat0.008893564
Severe Toxicity0.009841919
Low Tox 0.26104406 Constructive 0.589
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network …
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network between their own community. Because of this, the job opportunities are limited for this communities. As for the religious immigrants, they have to stay in their country if they need a muslim nation, because nobody wants it here. This is the weakness of the Government of Canda. The Government must do something to solve this problem and deport this kind of immigrants.
Identity Attack0.32476485
Insult0.08558089
Profanity0.017709278
Threat0.007327127
Severe Toxicity0.00667572
Low Tox 0.26104406 Constructive 0.653
Aug 27, 2025 Why Canadians Are Turning Against …
Canadian government should do something. Votebank politics ruined nations. Just like how india hated bangladesh and pakistan immigrants. So do canadians and other nations people's too. Its common sense. Why would someone want others to …
Canadian government should do something. Votebank politics ruined nations. Just like how india hated bangladesh and pakistan immigrants. So do canadians and other nations people's too. Its common sense. Why would someone want others to move up and settle in their own region. Who made canada a Canada, of course its the Europeans. African muslims immigrants and Indians are same. Difference is one is doing it aggressively and another one doing it silently. Also don't forget the civic sense, indiscipline and behaviours of Indians. Canadian government should do something. Votebank politics ruined nations.
Identity Attack0.2869935
Insult0.12702756
Profanity0.020988565
Threat0.009981008
Severe Toxicity0.0075912476
Low Tox 0.25915736 Constructive 0.583 Policy_Critique
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canadian that spent 16 years in Japan. I went as an individual. I stayed as an individual. Married a Japanese. Came back to Canada for a pension and can't wait to leave. I were in …
Canadian that spent 16 years in Japan. I went as an individual. I stayed as an individual. Married a Japanese. Came back to Canada for a pension and can't wait to leave. I were in Japan and if I saw a group of Canadians arrive expecting Japan to change for them, I would have been severely pissed off with them. Every other country and normal immigrant that came as an individual or individual family probably thinks the same way I do. No one in any country likes to see "Mass Immigration" and even Japan these days are looking at an influx of half a million Indians and who knows how many more Africans. This will change Japan and they'll turn a good culture into their shitty culture and I'm not happy with that. I liked being one of few. Yes I had American, Canadian, Australian, Kiwi and British friends as well as Japanese friends. But we were all individuals that adopted the way of living in Japan into our everyday lives. If I go back, I don't want to be in india. It'd be like living in Brampton. What pisses me most is the attitude of that muslim guy. Yes you are out breeding us but not all majorities rule. In Malaysia, Malays rule despite being the smaller population. They have more Chinese and Indians there but they have to live under the rule of the native Malays. So you will have to do the same in Canada despite if your population is larger. You adapt to this country. The country doesn't convert to accomodate you. Individuals are key. Groups are the bane of all countries.
Identity Attack0.1769227
Insult0.16766082
Profanity0.16403814
Threat0.009048914
Severe Toxicity0.010528564
Low Tox 0.25462922 Constructive 0.767 Personal_Narrative
Sep 27, 2025 1 likes Why Canadians Are Turning Against …

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.