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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: "Get them out of here. …" 2,660 comments · Page 60 of 107
These days influencers be like - oh m not getting views, Idea - Make video on Immigration Brampton,show them as a burden. Get more views, 😮
These days influencers be like - oh m not getting views, Idea - Make video on Immigration Brampton,show them as a burden. Get more views, 😮
Identity Attack0.10293542
Insult0.07365121
Profanity0.05393682
Threat0.02371728
Severe Toxicity0.009002686
Low Tox 0.23739935 Moderate Con 0.322
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries. Plain, simple and honest. Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship. Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country. Please make extremely tough laws, like in USA, to sift out the unwanted people. India is dirty, everyone knows. Indians are corrupt, everyone knows. So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest. Please......
Identity Attack0.18313584
Insult0.1342682
Profanity0.1413768
Threat0.011974656
Severe Toxicity0.012207031
Low Tox 0.23667802 Constructive 0.692 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
UNBELIEVABLE MESS CANADA IS IN , THIS IS ONLY GOING TO GET WORSE FAST
UNBELIEVABLE MESS CANADA IS IN , THIS IS ONLY GOING TO GET WORSE FAST
Identity Attack0.10221587
Insult0.1087965
Profanity0.024882717
Threat0.011120236
Severe Toxicity0.007095337
Low Tox 0.23667802 Low Con 0.11 Fear_Threat
Oct 10, 2025 IRCC Names India in Study …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor women who they kept in those assault camps. You literally would have never had people parading on the street supporting that we're at not for these immigrants so they're changing the culture of what was once a beautiful country and meanwhile lowering your quality of life to 50% of what it was just 18 years ago so why the hell would any self-respecting country keep more immigrants in that hate the very country they're trying to get into
Identity Attack0.22935481
Insult0.12702756
Profanity0.02836696
Threat0.009799767
Severe Toxicity0.008354187
Low Tox 0.23667802 Constructive 0.615
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the things that they say and get away with it. Do you think I, as a white Canadian, could go to India (for example)and demand they change their traditions and religions because it doesn't suit me? Everybody knows the answer is no. I would be jailed or kicked out of the country quickly. So why do you expect to come to my country and change our ways and our traditions? It's ridiculous.
Identity Attack0.27759558
Insult0.07396803
Profanity0.040409464
Threat0.020954676
Severe Toxicity0.008659363
Low Tox 0.23667802 Constructive 0.637
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
Get conquered peacefully. This is what suicidal empathy does to countries.
Get conquered peacefully. This is what suicidal empathy does to countries.
Identity Attack0.033784978
Insult0.033901088
Profanity0.035649836
Threat0.13815513
Severe Toxicity0.008926392
Low Tox 0.23667802 Low Con 0.198 Fear_Threat
Dec 24, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
when we become American ice will get rid of the ones that should not be here probably half
when we become American ice will get rid of the ones that should not be here probably half
Identity Attack0.10221587
Insult0.04910661
Profanity0.030890211
Threat0.13815513
Severe Toxicity0.011138916
Low Tox 0.23667802 Low Con 0.146 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with planned busing, meals, transportation, media event stops where everybody got off the buses for the media event and then boarded the buses again. Ever notice the babies, consider the 7000 people, a good number of them requiring disposable diapers all along the way. Notice the number of people walking in Flip-Flop shower shoes that are totally impractical for walking any distance. If these people were walking you'd be seeing them sitting when the caravan stopped. Don't feel sorry for these opportunist they're getting PAID because we all know they don't have a hive mind seeking discomfort, exhaustion, starvation, pissing on the roadside, putting their children through a stressful event. Caravan is said to be 14,000 people now. With about 4,000 getting paid. The former ICE director says 18 to 20% of illegals have criminal records. The democrats are trying to conquer by occupation, eventually they will have our nation so broke the system of welfare services will collapse under the weight of sheer numbers of illegals taking a free ride. Then our nation will be socialist like Ecuador.
Identity Attack0.18468912
Insult0.100019015
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.009002686
Low Tox 0.2359567 Constructive 0.555
Oct 31, 2018 How much do refugees and …
They drive bicycles and tuktuks in their country but come here and get behind the wheel.
They drive bicycles and tuktuks in their country but come here and get behind the wheel.
Identity Attack0.17381613
Insult0.07903719
Profanity0.046171114
Threat0.015429466
Severe Toxicity0.007820129
Low Tox 0.2359567 Moderate Con 0.331 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire …
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire only Indians from India, why is this you ask? subsidize workers? Tim Hortons, Knows. Brampton is now India. I am myself and my tradesmen and I’m disgusted with the amount of taxes that we all pay to subsidize the open border we have in this country. Why? Are we shipping in people that are just gonna get on welfare and provide nothing to this country why is our government still promoting our healthcare system and other countries in order to get people here for some reason our government is selling this country down the drain for some kind of political gain. Well, it’s all financial game but at some point it has to stop. We are the next UK.
Identity Attack0.20483385
Insult0.089778624
Profanity0.06345607
Threat0.010731863
Severe Toxicity0.008010864
Low Tox 0.23523538 Constructive 0.651 Economic_Argument
Jan 1, 2026 Deportations From Canada at Their …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, whom are the future of Canada cannot even get jobs, because the government is giving potential employers partial money to hire the Immigrants therefore not letting Natural Citizens of Canada GET JOBS. We need to stop paying taxpayers money to the Illegal Immigrants. Another thing we should be only allowing into our country only skilled workers with trades! Also every immigrant needs to be vetted to see if they have Criminal Records. Also we should not be letting people into our country who do have our Canadian Values and Standards of Humanity. There are certain people being allowed in our country WHO DO NOT fit our society.
Identity Attack0.2127345
Insult0.10148193
Profanity0.017777596
Threat0.010654188
Severe Toxicity0.0074768066
Low Tox 0.23523538 Constructive 0.593 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
They are dangerous in marriage fraud to get their landed status
They are dangerous in marriage fraud to get their landed status
Identity Attack0.09080041
Insult0.082866095
Profanity0.07320584
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.23523538 Low Con 0.253 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
They're getting away from their garage mountain country.
They're getting away from their garage mountain country.
Identity Attack0.104676254
Insult0.1342682
Profanity0.027410502
Threat0.009230154
Severe Toxicity0.0061035156
Low Tox 0.23523538 Low Con 0.247 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Listen they act like they are starving or need assistance then they go back in their fancy cars and drive off after getting free food
Listen they act like they are starving or need assistance then they go back in their fancy cars and drive off after getting free food
Identity Attack0.025002124
Insult0.08508729
Profanity0.056441884
Threat0.021990653
Severe Toxicity0.0074386597
Low Tox 0.23523538 Low Con 0.213 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
When I legally arrived in Canada with PR, Indian people were all happily telling me how they worked the system to not have a long wait like I did. They are even abusing the spousal …
When I legally arrived in Canada with PR, Indian people were all happily telling me how they worked the system to not have a long wait like I did. They are even abusing the spousal visa and getting paid in excess of 50k to marry another Indian person and bring them over.
Identity Attack0.2823795
Insult0.06564732
Profanity0.022901481
Threat0.010032792
Severe Toxicity0.0061416626
Low Tox 0.23451406 Constructive 0.572 Personal_Narrative
Oct 1, 2025 174 likes IRCC Names India in Study …
Why does any immigrant get better benifits than Canadians bogus or not?
Why does any immigrant get better benifits than Canadians bogus or not?
Identity Attack0.26325142
Insult0.082372494
Profanity0.020032106
Threat0.0065244893
Severe Toxicity0.0052261353
Low Tox 0.23451406 Low Con 0.218 Economic_Argument
Feb 24, 2026 'We do know that there's …
It's the saddest most demoralizing thing to happen to Canada. These people came here. They don't want to integrate. They have a dislike for the local population. ... At my workplace THEY are pushing out …
It's the saddest most demoralizing thing to happen to Canada. These people came here. They don't want to integrate. They have a dislike for the local population. ... At my workplace THEY are pushing out Canadian people. They get into management and discriminate against everyone else.
Identity Attack0.19495805
Insult0.08582769
Profanity0.016069634
Threat0.008582866
Severe Toxicity0.0051879883
Low Tox 0.23451406 Constructive 0.519 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
their school degrees and any form of certification certificate are fake. I used to know an Indian can get any degree or certicate for few hundred bucks and he said all his friends got them
their school degrees and any form of certification certificate are fake. I used to know an Indian can get any degree or certicate for few hundred bucks and he said all his friends got them
Identity Attack0.23011416
Insult0.082619295
Profanity0.06546012
Threat0.00789674
Severe Toxicity0.005607605
Low Tox 0.23415339 Moderate Con 0.342 Unverified_Claim
Feb 10, 2026 Inside Canada's Indian Invasion...
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year …
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year process down to 6 days. To get a mri in Canada is not easy there are only a smattering of private options if you want to pay, but you still have to wait 3 weeks, and it will cost $3500. I said screw it, bought a plane ticket, flew to Bangkok arriving on a Saturday, saw a doctor on Sunday, had a mri on Monday, and got the results on Friday. Then I spent the next week sitting on a beach. The total cost all in was $1900. I am not fussy, I'll accept any hospital in any country that will accept me.
Identity Attack0.01666154
Insult0.08582769
Profanity0.26628086
Threat0.008893564
Severe Toxicity0.009651184
Low Tox 0.23379272 Constructive 0.665 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Europeans getting offended that others are coming to America,lol
Europeans getting offended that others are coming to America,lol
Identity Attack0.17925262
Insult0.06023245
Profanity0.06746418
Threat0.009851551
Severe Toxicity0.0064849854
Low Tox 0.23379272 Low Con 0.179 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by …
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by Mark Carney to a standing ovation in Davos.
Identity Attack0.22631748
Insult0.08533409
Profanity0.0147374235
Threat0.008789998
Severe Toxicity0.005683899
Low Tox 0.23343207 Moderate Con 0.336 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to speak English what is she studying for she said she don't know, she just pick any random course just to get work permit and PR. My work place is worst now compared to before
Identity Attack0.22859548
Insult0.08582769
Profanity0.07255927
Threat0.007961469
Severe Toxicity0.007247925
Low Tox 0.2330714 Constructive 0.65 Personal_Narrative
Sep 29, 2025 88 likes IRCC Names India in Study …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is very clean, polite, and easy to get along with. So I'm not against immigration, but I want the people coming over to pay their own way. My mom and stepdad did that in the 80s and did well.
Identity Attack0.27914262
Insult0.0817555
Profanity0.019553876
Threat0.006835188
Severe Toxicity0.0059127808
Low Tox 0.2330714 Constructive 0.809 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Metropolis (Brampton)
Listen, kudos on the journalism, you’re one of my favorites, but maybe next time you get human smuggled, be on the safe side and carry the $6k the traffickers want.
Listen, kudos on the journalism, you’re one of my favorites, but maybe next time you get human smuggled, be on the safe side and carry the $6k the traffickers want.
Identity Attack0.014048826
Insult0.08212569
Profanity0.034146797
Threat0.05947323
Severe Toxicity0.005836487
Low Tox 0.2330714 Constructive 0.566 Humor_Satire
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.