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: "The immigration of the people …" 1,009 comments · Page 11 of 41
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. Honestly finally fails against the frauds, liars, corrupt people, criminals and money launders. No doubt the process of scams has involvement of corrupt politicians, business owners, real estate developers, money launders and criminals. Instead of growing a self sustainable country the incompetent corrupt politician assisted mass illegal immigration scams as a cheap way to make money to grow GDP, but costly people in a huge way in ways more bad quality unaffordable life with future marred with corruption everywhere
Identity Attack0.22063516
Insult0.4339631
Profanity0.03715288
Threat0.0086087575
Severe Toxicity0.012130737
Moderate 0.39669925 Moderate Con 0.464
Dec 25, 2025 Deportations From Canada at Their …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own country - if not then integrate into Canada properly like with the UK and New Zealand and Australia and others and contribute better - Am I asking for too much??
Identity Attack0.36702603
Insult0.40243408
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.01302678
Moderate 0.39644176 Constructive 0.695 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
White people viewing Indian immigrants unfavourably as if they are indigenous to Canada themselves 😂
White people viewing Indian immigrants unfavourably as if they are indigenous to Canada themselves 😂
Identity Attack0.4830652
Insult0.1711343
Profanity0.0569429
Threat0.0076766624
Severe Toxicity0.014447021
Moderate 0.39441586 Low Con 0.276
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s …
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s infested with drug cartels like America, infested with scammers, terrorists war mongerers, car nappers etc, etc, Canada is not the same anymore. Just imagine the government is already taken by other ideologies. The death of the freedom of Canadian soldiers in the wars are already in vain. The morals, integrity, honesty and due diligence. History of Canada should be inculcated in schools. So children of the country will know how Canada became as Canada. It is the freedom to live in peace in honesty in diligence in integrity. For the unit of a society starts from a family. If all of these is not practice, Canada as a country Will be gone. If a country don’t take control of these things, the history of Canada is totally gone.
Identity Attack0.36702603
Insult0.40243408
Profanity0.064458095
Threat0.03407705
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.466 Policy_Critique
Nov 20, 2025 Quebec Ends Economic Immigration Program …
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves …
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves where they feel safe. Why does every city have a Chinatown? How have Canadians treated Chinese immigrants for the past century? There’s a reason why Richmond and Vancouver have large Chinese populations - because they feel safe in numbers. Whites have created the situation they’re now crying about by being inclusive and racist for decades.
Identity Attack0.46028158
Insult0.27763805
Profanity0.050930742
Threat0.0101363575
Severe Toxicity0.017481172
Moderate 0.39441586 Constructive 0.598 Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with …
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with people crammed into them. Iv now moved my family (wife and 4 kids) repeatedly to escape immigration. We not live in Peterborough Ont which is about 80% white. Town reminds me of the place i grew up in, but I'm sure we will have to continue further north at some point.
Identity Attack0.3817989
Insult0.39297962
Profanity0.08775374
Threat0.007573096
Severe Toxicity0.015350811
Moderate 0.39231625 Constructive 0.759
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian's look at Canada as a very easy to fooled country when it comes in immigration policy, all Indian's work together the one in India and the one who lives in Canada, opening a fraud …
Indian's look at Canada as a very easy to fooled country when it comes in immigration policy, all Indian's work together the one in India and the one who lives in Canada, opening a fraud school to sell course acceptance letter to be approved of student visa. They come not to study but to work and then later on apply for PR. Why do you think Indians are over populated in Canada? they flood the food bank and employment that is no longer available for the Canadian born youth. They are everywhere because they are preferable by greedy employer for cheap labour, the reason this people flood the food bank, theyre wages is not liveable in Canada. Canada becomes a joke since Trudeau took over the government, open border for fraudster to come in. Immigration policy will never be fix until the Liberal is kick out from power. I dont think we need more migrant for walmart tim horton, and uber!
Identity Attack0.46028158
Insult0.3486032
Profanity0.07255927
Threat0.010913103
Severe Toxicity0.020515325
Moderate 0.39231625 Constructive 0.653
Sep 29, 2025 IRCC Names India in Study …
And immigrant that say white people are land steeler why your here ?
And immigrant that say white people are land steeler why your here ?
Identity Attack0.46028158
Insult0.24835461
Profanity0.07643871
Threat0.009437286
Severe Toxicity0.016641939
Moderate 0.39231625 Low Con 0.259
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
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...
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...
reality is everybody is immigrants here. white people are also immigrants but in forced way. US canada both belongs. to non white 😂
reality is everybody is immigrants here. white people are also immigrants but in forced way. US canada both belongs. to non white 😂
Identity Attack0.48915586
Insult0.1669316
Profanity0.0684662
Threat0.010032792
Severe Toxicity0.016900165
Moderate 0.38601747 Low Con 0.22 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 in London when my friend took me along to a gurdwara,my first time . They don't ask any questions, they just feed and you will see people volunteering their services at preparing the food and someone else serving you...at least, they give back to society unlike some of the filthy rich who just want to hoard more and give nothing back . People don't realize that the world revolves on kind people and their generosity. If everyone was greedy, there would be nothing else to hoard and you can't even take it with you when your life ends. I guess it's just a matter of perspectives and your life experiences !
Identity Attack0.39461556
Insult0.37506318
Profanity0.20808282
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.844
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If immigration is bad then the USA, Canada, Australia and New Zealand should have firstly remained populated and ruled by the native people not by white men from Europe. At least the immigrants of this …
If immigration is bad then the USA, Canada, Australia and New Zealand should have firstly remained populated and ruled by the native people not by white men from Europe. At least the immigrants of this day and age are not carrying out mass murders unlike the forefathers of Tyler and other white settlers.
Identity Attack0.46028158
Insult0.2435641
Profanity0.043165036
Threat0.04524883
Severe Toxicity0.01735206
Moderate 0.38601747 Moderate Con 0.379 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun …
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun point . We are all in danger as they are flooding this sacred land with criminals.
Identity Attack0.36702603
Insult0.34135336
Profanity0.0715894
Threat0.18913531
Severe Toxicity0.021031776
Moderate 0.38434127 Constructive 0.562 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
The question is, what are Canadians afraid of? Because there are more non-white people in some cities?. We know that 70% of canadian population are whites, Canada's economic and military power is theirs.The solution is …
The question is, what are Canadians afraid of? Because there are more non-white people in some cities?. We know that 70% of canadian population are whites, Canada's economic and military power is theirs.The solution is to never allow non-white people to immigrate to this country again, so that we color people can rest from your insults and threats.By the way iam black from Africa not Asian
Identity Attack0.48990932
Insult0.23237456
Profanity0.049177196
Threat0.013372798
Severe Toxicity0.017868511
Moderate 0.38434127 Moderate Con 0.48
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Ive been trying to accept immigration as a good thing for over 40 years and what ive learned is it only benefits the people who come here under false pretenses because there is zero checks …
Ive been trying to accept immigration as a good thing for over 40 years and what ive learned is it only benefits the people who come here under false pretenses because there is zero checks from Canada immigration, its all taken by these peoples word! Completely insane ! Only word that should be taken are those of truly born sovereign Canadians whose families have built this country! Close down immigration we are full in fact we need to get rid of allot of rotten apples !
Identity Attack0.28034934
Insult0.40243408
Profanity0.045419596
Threat0.014048163
Severe Toxicity0.015931819
Moderate 0.38434127 Constructive 0.578 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed …
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed here aren't young anymore They made themselves dependent on immigration and it turns out that a good chunk of this planet is out of Indians
Identity Attack0.46028158
Insult0.24767025
Profanity0.11725569
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.434
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
People thinking everything would be better if those 2.8 millions simply go away, the might be the same that believed 1.5% interest rates and homes at 250 k dollars would last forever, the same kind …
People thinking everything would be better if those 2.8 millions simply go away, the might be the same that believed 1.5% interest rates and homes at 250 k dollars would last forever, the same kind of people with only secondary school thinking the deserve 100k a year, 8 weeks vacations and a uniond that loves them. ET finalement, des idiots qui vont assurer que c'est toujours les immigrants qui ne sont pas productifs et qui representent la source du probleme.
Identity Attack0.20483385
Insult0.47384647
Profanity0.26624632
Threat0.0069646453
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.385 Moral_Argument
Jan 16, 2026 2.9 million Canadian temporary visas …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, skilled people; race doesn't matter, even that nurse guy should be deported. Don't allow any indian asylum seekers because India is poor, not as bad as a war-ridden country only allow doctors, engineers, and scientists, and businessmen with a master's degree, and don't allow Punjabi guys, they are less educated and quite erratic. Please check if they have any criminal history, and this applies to all immigrants who are not from Europe or Southeast Asia, etc You guys don't need indian truckers and janitors. pls don't be racist. Remember, 15% of all Canadian doctors are indian
Identity Attack0.46028158
Insult0.30326313
Profanity0.075792134
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.3827457 Constructive 0.616
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they are Blaming others,
Identity Attack0.38826546
Insult0.36798462
Profanity0.056441884
Threat0.0075083673
Severe Toxicity0.012207031
Moderate 0.3811502 Constructive 0.512 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers and then migrate. But it is the governments' responsibility to take care of their own country's demographics and policies. Yet racists string up the hardworking immigrants with the low quality hooligans. Even though the immigrants dont want any trouble but live their life peacefully. Shame.
Identity Attack0.37953663
Insult0.34782293
Profanity0.027137227
Threat0.008505191
Severe Toxicity0.012283325
Moderate 0.3811502 Constructive 0.543 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said …
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said 1/4 Canadians are immigrants so even from the white people he interviewed were all immigrants I think 1 or 2 weren’t but the rest were from Poland Portugal Holland and I’m only half way in the video lmao
Identity Attack0.39773783
Insult0.15556364
Profanity0.14666493
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.574 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
Identity Attack0.46028158
Insult0.1823172
Profanity0.055940874
Threat0.008336896
Severe Toxicity0.015609037
Moderate 0.37795907 Moderate Con 0.364 Identity_Assertion
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
White people can't even have 1 country with no foreigners we a minority in the world and supposed accept a population that has a billion people thank you politicians for forcing immigration on us...
White people can't even have 1 country with no foreigners we a minority in the world and supposed accept a population that has a billion people thank you politicians for forcing immigration on us...
Identity Attack0.44690517
Insult0.16795322
Profanity0.057944927
Threat0.009230154
Severe Toxicity0.014769804
Moderate 0.37751234 Moderate Con 0.432 Identity_Assertion
Jan 27, 2026 132 likes Inside Canada's Indian Invasion...
This is a racist video, any immigrant working towards creating a better place for themselves is not a problem, they could have just went on welfare and you would be complaining about that. Stop looking …
This is a racist video, any immigrant working towards creating a better place for themselves is not a problem, they could have just went on welfare and you would be complaining about that. Stop looking at others and being player haters, those complaining are people who had a few hundred years head start and renting from these people now and are ashamed of themselves.
Identity Attack0.2869935
Insult0.26957804
Profanity0.082581155
Threat0.009359611
Severe Toxicity0.015802706
Moderate 0.37751234 Moderate Con 0.442 Moral_Argument
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)

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.