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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "We can't solve the problems …" 58 comments · Page 1 of 3
No more indian or Muslim immigrants... Problem solved
No more indian or Muslim immigrants... Problem solved
Identity Attack0.7063701
Insult0.3486032
Profanity0.14490221
Threat0.1115629
Severe Toxicity0.23224458
Moderate 0.60311776 Low Con 0.2 Identity Attack
Sep 8, 2025 Why Canadians Are Turning Against …
Just get the muslims out and 99% of the problems will be solved!!
Just get the muslims out and 99% of the problems will be solved!!
Identity Attack0.6649212
Insult0.3388922
Profanity0.21997347
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5885171 Low Con 0.188 Identity Attack Fear_Threat
Feb 14, 2026 Canada's tighter immigration policy divides …
NUKE Brampton. problem solve. kel em all.
NUKE Brampton. problem solve. kel em all.
Identity Attack0.11280017
Insult0.26957804
Profanity0.22602804
Threat0.62574995
Severe Toxicity0.35220072
Moderate 0.5532103 Low Con 0.258 Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and …
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and Islamist terrorists back to their own countries! I believe it’s 52 Muslim countries to choose from! When western Canada separates, I’m not sure how these problem will be solved! Illegals and Islamist terrorists need to be dealt with!!!
Identity Attack0.5203519
Insult0.36798462
Profanity0.02795705
Threat0.023026628
Severe Toxicity0.022322904
Moderate 0.45757914 Constructive 0.579 Identity Attack Fear_Threat
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
If your country lacks of populations, just call indians, problem solves😅😅😅😅😂😂😂😂
If your country lacks of populations, just call indians, problem solves😅😅😅😅😂😂😂😂
Identity Attack0.46028158
Insult0.1669316
Profanity0.12286829
Threat0.05430072
Severe Toxicity0.023880709
Moderate 0.39987978 Low Con 0.117
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
You only get away with shooting up neighbourhoods of any kind when you know the government won’t let you own a pistol to shoot back … open carry solves problems
You only get away with shooting up neighbourhoods of any kind when you know the government won’t let you own a pistol to shoot back … open carry solves problems
Identity Attack0.0103594
Insult0.032028005
Profanity0.027683776
Threat0.5195707
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.179 Threat Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
As an Indian.. love the white guy on the bike... he does informed racism. But notice how many Indians are self critical. Make learning proper English mandatory. The whole assimilation problem will be solved.
As an Indian.. love the white guy on the bike... he does informed racism. But notice how many Indians are self critical. Make learning proper English mandatory. The whole assimilation problem will be solved.
Identity Attack0.39773783
Insult0.16337912
Profanity0.080318145
Threat0.0287245
Severe Toxicity0.017222947
Moderate 0.34328604 Constructive 0.659
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They should hire young adults like the old days instead of ppl of imagination or maybe wyt ppl should stop being lazy and do the hard labor jobs... problem solved
They should hire young adults like the old days instead of ppl of imagination or maybe wyt ppl should stop being lazy and do the hard labor jobs... problem solved
Identity Attack0.038425524
Insult0.2659317
Profanity0.073529124
Threat0.008285114
Severe Toxicity0.0059509277
Low Tox 0.2854869 Low Con 0.231 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont hate indians , hate those who came here illigally, we pay 8 times more tution fees as canadian pays , we goes and work in those places where its hard to survival in -40*c …
Dont hate indians , hate those who came here illigally, we pay 8 times more tution fees as canadian pays , we goes and work in those places where its hard to survival in -40*c temperatures . So throw those who have bad intentions it could be white, black, brown . But dont hate or taget only one community because that wont solve the problem . Try to create more jobs and make housing affordable and make canada better place to live on. Thanks
Identity Attack0.31307843
Insult0.082372494
Profanity0.028093686
Threat0.010835429
Severe Toxicity0.009841919
Low Tox 0.27975297 Constructive 0.671 Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
END immigration and deport the ones here. Problem solved!
END immigration and deport the ones here. Problem solved!
Identity Attack0.27914262
Insult0.053791173
Profanity0.01579636
Threat0.04233929
Severe Toxicity0.011672974
Low Tox 0.27750343 Low Con 0.15 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Literally a silenced .22 would solve this problem is 6 weeks
Literally a silenced .22 would solve this problem is 6 weeks
Identity Attack0.01274247
Insult0.023221988
Profanity0.05393682
Threat0.34804323
Severe Toxicity0.023076924
Low Tox 0.27236435 Low Con 0.199 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage people. If this scenario is reversed Indians would be complaining like canadians do. So the problem is not one way, just becos reducing immigrants does not solve the issue. people have to see things past nationality or physical identity into the statistics. even though canada has professionals of their own there are people who work with dedication and who work without interest, or recent generation being attracted to digital life instead of understanding that college degrees in mainstream subjects are what earns them job and also they have to show dedication and hardwork along with smart work, comply by the work place rules and so on... this goes to all invariable of who they are. all these started changing and now people instead of trying to correct these small changes that lead to these large issues of cost of living and low wages, have now started to pit against live people and their race, nationality or culture. There are good and bad people eveyrwhere, people cant justify the actions of drug addicts roaming the streets and that has increased a lot now, people acting violently against others just becos they dont have what the other has, and so on. but instead of addressing the high amount of actions that are happening around our own country, it has become easy to put blame on each other. I am not justfying the actions of these bad indians who has done these stuff. but we have to see the other side of it before making this a International Issue. Yes, few Indians are bad but not the entire community. Canada has its own needs that needs a lot of hands and support. So, only if we change our perspective beyond the emotional BS we exhibit, we can address the real issue with real solutions. BTW becoz of these things private companies are the one profitting not the Govt.
Identity Attack0.2839175
Insult0.15982662
Profanity0.023584666
Threat0.0084793
Severe Toxicity0.0075531006
Low Tox 0.26293078 Constructive 0.768
Aug 25, 2025 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 …
I feel like a foreigner in Toronto for sure, especially my area. The Indian population skyrocketed when Trudeau decided to solve one problem by creating another (I'm being polite here). Good riddance to him, but …
I feel like a foreigner in Toronto for sure, especially my area. The Indian population skyrocketed when Trudeau decided to solve one problem by creating another (I'm being polite here). Good riddance to him, but the problems remains, bringing with it cockroaches and bedbugs (the latter of which was not a problem until their arrival.. just sayin'...). Fortunately for me I can afford to live in a more affluent area, but I see what is happening. Every.. and I mean EVERY service here... is now run by Indians. I'm not a racist.. but I AM a classist (and saying what we are all thinking), and the class that came over in droves the last 10 years are turning this place into the slum they came from.
Identity Attack0.22783615
Insult0.16868424
Profanity0.0741757
Threat0.009851551
Severe Toxicity0.009994507
Low Tox 0.2553839 Constructive 0.762 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Canadian educational institution created this problem cheating Indian student by taking their money and bring them in Canada. I say refund these Indian students with interest and return them bank to India. Problem solved.
Canadian educational institution created this problem cheating Indian student by taking their money and bring them in Canada. I say refund these Indian students with interest and return them bank to India. Problem solved.
Identity Attack0.2839175
Insult0.0813853
Profanity0.018529098
Threat0.00948907
Severe Toxicity0.0063323975
Low Tox 0.25462922 Moderate Con 0.403
Sep 28, 2025 10 likes IRCC Names India in Study …
Carney is busy globe trotting solving other country problems. He is tone deaf and thick skinned to Canadians.
Carney is busy globe trotting solving other country problems. He is tone deaf and thick skinned to Canadians.
Identity Attack0.055673428
Insult0.1935001
Profanity0.01893901
Threat0.0073789097
Severe Toxicity0.0045394897
Low Tox 0.24282593 Low Con 0.209
Nov 28, 2025 Thousands of refugees allowed into …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
100 Yrs ago we could help-people by setting them on their feet at home or letting them emigrate. But since then Africa Sth America and the ME each multiplied >1,000 times and there's no way …
100 Yrs ago we could help-people by setting them on their feet at home or letting them emigrate. But since then Africa Sth America and the ME each multiplied >1,000 times and there's no way we can solve their problems now. And blaming people who helped them and wasted their money and efforts and blood only to get maliciously defamed and spat on, hasn't helped their case.
Identity Attack0.10221587
Insult0.0573046
Profanity0.029050145
Threat0.025271246
Severe Toxicity0.005874634
Low Tox 0.17198499 Constructive 0.522
Dec 29, 2025 Deportations From Canada at Their …
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this …
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this solve the problem
Identity Attack0.1769227
Insult0.039737478
Profanity0.024062896
Threat0.008077981
Severe Toxicity0.0045776367
Low Tox 0.1693855 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
1. Reduce new immigarants and working visa 2. Limit the max number from each country. 3. Solve housing problem to reduce its price and rent country
1. Reduce new immigarants and working visa 2. Limit the max number from each country. 3. Solve housing problem to reduce its price and rent country
Identity Attack0.10815793
Insult0.023479814
Profanity0.013234417
Threat0.012440704
Severe Toxicity0.0051498413
Low Tox 0.13041082 Moderate Con 0.344 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — …
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — and for what? To watch elected officials sit in Parliament and turn Canadian issues into a circus. It feels like half the time they’re more interested in scoring cheap political points than actually solving anything. The constant bickering, yelling, and rehearsed “outrage” looks less like leadership and more like a never‑ending performance meant to distract us from how little actually gets done. How much do you think each of them makes just sitting there doing nothing all day, and calling it a job. THE REAL CROOKS OF CANADA Politicians. Blame the Indians who come to work in Canada when send billions to Ukraine. WAKE UP CANADA TO REAL PROBLEM
Identity Attack0.026609946
Insult0.07016616
Profanity0.020168742
Threat0.008077981
Severe Toxicity0.0027656555
Low Tox 0.12867521 Moderate Con 0.49 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their …
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their countries of their populations, which in many countries they are packed like sardines. I already left the GTA thinking I would be relieved of this, but no, only slightly. They are in every town. I feel like the government harmed me indirectly because I opposed what the government did, so I took it upon myself to move, and yet, my problem was not solved. Africans, Indians and various Arabs are most in my neighbourhood, now. We are 3 hours away from Toronto. If you here in the comments section plan to move, then find a pocket at least 8 hours away from all the major canadian cities, but closer to some smaller towns.
Identity Attack0.0775651
Insult0.04852104
Profanity0.046922635
Threat0.011068452
Severe Toxicity0.0045204163
Low Tox 0.11652588 Constructive 0.813 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.72
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.727
Aug 26, 2025 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.