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: "That's just what we want …" 1,718 comments · Page 58 of 69
Most of smart people doesn't want to stay in Canada because USA have more income and job opportunities
Most of smart people doesn't want to stay in Canada because USA have more income and job opportunities
Identity Attack0.052944973
Insult0.025155678
Profanity0.0113385795
Threat0.00636914
Severe Toxicity0.0021839142
Low Tox 0.08795626 Low Con 0.189
Dec 31, 2025 1 likes Why Canadians Are Turning Against …
AND THIS IS WHAT THEY WANT IN EUROPE AS WELL
AND THIS IS WHAT THEY WANT IN EUROPE AS WELL
Identity Attack0.028418748
Insult0.016100928
Profanity0.023994578
Threat0.009126588
Severe Toxicity0.004119873
Low Tox 0.08716487 Low Con 0.157 Fear_Threat
Feb 9, 2026 Inside Canada's Indian Invasion...
They take major portion of our money.. Some people just don’t want to work and oh god 12 or 13 kids
They take major portion of our money.. Some people just don’t want to work and oh god 12 or 13 kids
Identity Attack0.008028535
Insult0.025413504
Profanity0.029596692
Threat0.0066151097
Severe Toxicity0.0023078918
Low Tox 0.08716487 Low Con 0.277
Sep 21, 2018 4 likes How much do refugees and …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you want, and it still won’t fix the housing crisis. And let’s be precise: immigrants are not the same as migrants. Canada has high levels of legal, permanent immigration, but very little irregular or transient migration compared to other Western countries. The problem isn’t people needing homes. It’s homes being treated like safety-deposit boxes for the global rich. Empty houses, speculative ownership, and capital parked in real estate do far more damage than newcomers ever could. Blaming immigration is just a convenient distraction from the real issue: housing has been turned into an investment vehicle instead of a place to live.
Identity Attack0.035847444
Insult0.029604018
Profanity0.013576009
Threat0.007353018
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.615 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
Identity Attack0.025404079
Insult0.026831545
Profanity0.015249812
Threat0.008738215
Severe Toxicity0.0021648407
Low Tox 0.08637348 Moderate Con 0.477 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
There is NO divide. Canadians overwhelmingly want less immigration. Only the business elite wants massive levels of immigration because they want cheap foreign labour.
There is NO divide. Canadians overwhelmingly want less immigration. Only the business elite wants massive levels of immigration because they want cheap foreign labour.
Identity Attack0.053399716
Insult0.025929155
Profanity0.010518758
Threat0.0062332097
Severe Toxicity0.0013923645
Low Tox 0.08479069 Moderate Con 0.322 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
I will never impose myself or want to be in a country were I am not welcome. This is like inviting someone for diner and then wanting a room at your house.
I will never impose myself or want to be in a country were I am not welcome. This is like inviting someone for diner and then wanting a room at your house.
Identity Attack0.04151922
Insult0.019419061
Profanity0.013678487
Threat0.006653947
Severe Toxicity0.0018882751
Low Tox 0.08479069 Constructive 0.506 Moral_Argument
Nov 21, 2025 98 likes Quebec Ends Economic Immigration Program …
Immigration has had such a negative impact on so many aspects of Canadian’s Day to day life. As mentioned, Housing, Employment and Healthcare, as well as reducing wages. Mr. Kenny was absolutely right about the …
Immigration has had such a negative impact on so many aspects of Canadian’s Day to day life. As mentioned, Housing, Employment and Healthcare, as well as reducing wages. Mr. Kenny was absolutely right about the Self important elites who want cheap labourers and who are not impacted in the same was as all Canadians
Identity Attack0.04306607
Insult0.025413504
Profanity0.010587076
Threat0.006058442
Severe Toxicity0.0016117096
Low Tox 0.08479069 Constructive 0.708 Economic_Argument
Feb 17, 2026 66 likes LILLEY UNLEASHED: The fall of …
Refugees gets $224/day, about 81k yearly. Who wouldn’t want to come
Refugees gets $224/day, about 81k yearly. Who wouldn’t want to come
Identity Attack0.051580742
Insult0.016632931
Profanity0.015044857
Threat0.00756015
Severe Toxicity0.0021457672
Low Tox 0.083999306 Moderate Con 0.312 Unverified_Claim
Nov 21, 2025 16 likes Thousands of refugees allowed into …
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Identity Attack0.084182754
Insult0.019096779
Profanity0.018255826
Threat0.006427396
Severe Toxicity0.0027275085
Low Tox 0.083999306 Moderate Con 0.415 Moral_Argument
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
As Sikh, we should not be where we are unwanted. the Gurus would not want it.
As Sikh, we should not be where we are unwanted. the Gurus would not want it.
Identity Attack0.04306607
Insult0.023608726
Profanity0.019075647
Threat0.009385503
Severe Toxicity0.002374649
Low Tox 0.083999306 Constructive 0.51 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
🫠 800 illegal colleges in Ontario. Do you want your kids to go to Stanford? There is one in Brampton ❤😂
🫠 800 illegal colleges in Ontario. Do you want your kids to go to Stanford? There is one in Brampton ❤😂
Identity Attack0.029402243
Insult0.025284592
Profanity0.0118338885
Threat0.006330303
Severe Toxicity0.0015735626
Low Tox 0.083999306 Moderate Con 0.31
Oct 2, 2025 3 likes IRCC Names India in Study …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers actually being valued and needed instead of competing for not even enough jobs? Oooh, so scary. Whatever they thought would happen, I don't see how it could have been worse than what we have now. How is getting millions of Tim Hortons and Walmart workers helping the aging population? It doesn't. The explanations don't make sense. 9:25 bs!!! How could they possibly think this? Their position is that since there was a population explosion in the 40's, now every future generation has to explode their population as well, or else there will be too many old people? Come on. It's too ridiculous to take seriously. Now since the rate isn't the same as the 40's they decide let's just import from countries that are massively over populated.... and become more like them. Like... NO!!! This is not what I want from life or for our world.
Identity Attack0.009434453
Insult0.03312982
Profanity0.020032106
Threat0.0071199946
Severe Toxicity0.0022602081
Low Tox 0.08320791 Constructive 0.71 Policy_Critique
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
The canadian leadership needs to understand that the population does not want sharia law or the threat of future sharia law
The canadian leadership needs to understand that the population does not want sharia law or the threat of future sharia law
Identity Attack0.058856625
Insult0.019934712
Profanity0.013268576
Threat0.009877442
Severe Toxicity0.0028038025
Low Tox 0.08320791 Low Con 0.171 Fear_Threat
Dec 26, 2025 Deportations From Canada at Their …
We don’t want ICE in Canada
We don’t want ICE in Canada
Identity Attack0.046159767
Insult0.01838776
Profanity0.013302735
Threat0.007935578
Severe Toxicity0.002040863
Low Tox 0.08241652 Low Con 0.279
Jan 16, 2026 2.9 million Canadian temporary visas …
30 + years in this city and i have seen the changes. I dont want to single out students but they are the main reason for it. Fake car insurances and expensive cars they cant …
30 + years in this city and i have seen the changes. I dont want to single out students but they are the main reason for it. Fake car insurances and expensive cars they cant afford. Results in my insurance being higher by default. Many students coming here and not studying but getting on trucks as soon as they get their license makes brampton one of if not the most city with trucking companies . Sheridan college with its low standards dooms the city. Multiculturalism is good but when people ruin that for others for their own cash grab methods makes this city extremely expensive to live in.
Identity Attack0.014048826
Insult0.033239998
Profanity0.016342908
Threat0.007249452
Severe Toxicity0.001707077
Low Tox 0.08241652 Constructive 0.644 Personal_Narrative
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
A lot of them are nice. They didn't even want to say it lol.
A lot of them are nice. They didn't even want to say it lol.
Identity Attack0.006474625
Insult0.025542418
Profanity0.03715288
Threat0.007754337
Severe Toxicity0.0023841858
Low Tox 0.081625134 Moderate Con 0.433
Jan 27, 2026 Inside Canada's Indian Invasion...
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver …
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver or Toronto? 🤢🤢🤢☣.Nothing to do with the present administration.
Identity Attack0.0012434248
Insult0.0013390502
Profanity0.00020500357
Threat0.084166765
Severe Toxicity0.00002814877
Low Tox 0.08084941 Fear_Threat
Dec 23, 2025
IRCC declined visas for genuine tourists who want to unite with their family and approving visas for fraud applications.
IRCC declined visas for genuine tourists who want to unite with their family and approving visas for fraud applications.
Identity Attack0.009619443
Insult0.032909457
Profanity0.0127561875
Threat0.0064985976
Severe Toxicity0.0012207031
Low Tox 0.08004235 Moderate Con 0.408 Policy_Critique
Oct 4, 2025 1 likes IRCC Names India in Study …
Yo the advertising for your patreon is so clean it make me want to donate 🤣
Yo the advertising for your patreon is so clean it make me want to donate 🤣
Identity Attack0.0068446035
Insult0.02212623
Profanity0.032142747
Threat0.008466354
Severe Toxicity0.003528595
Low Tox 0.08004235 Moderate Con 0.41 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Bottom line, if you come to visit Canada, just avoid Brampton and Toronto and you are good. But they are at all the Timmys, wherever the city/province, they have prirority over Timmys employement and no …
Bottom line, if you come to visit Canada, just avoid Brampton and Toronto and you are good. But they are at all the Timmys, wherever the city/province, they have prirority over Timmys employement and no i do not want to work there😂. Not a chance.
Identity Attack0.034042787
Insult0.028171662
Profanity0.015044857
Threat0.0066280556
Severe Toxicity0.002040863
Low Tox 0.08004235 Constructive 0.549 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I never seen international students will want the language to be changed in English in College/Universities which is so outrageous. If they don't like it then Quebec is not that province for you. 😂
I never seen international students will want the language to be changed in English in College/Universities which is so outrageous. If they don't like it then Quebec is not that province for you. 😂
Identity Attack0.019676208
Insult0.028502205
Profanity0.013405213
Threat0.006045496
Severe Toxicity0.0012397766
Low Tox 0.079250954 Moderate Con 0.461
Nov 1, 2025 1 likes Why Canadians Are Turning Against …
Unabated immigration means No Assimilation. Canadians are kind hearted people with much patience,, that’s why you’re overtaken by people who wants to abuse your system. Trudeau did this to your country
Unabated immigration means No Assimilation. Canadians are kind hearted people with much patience,, that’s why you’re overtaken by people who wants to abuse your system. Trudeau did this to your country
Identity Attack0.030949092
Insult0.024640027
Profanity0.010091767
Threat0.0072882893
Severe Toxicity0.001449585
Low Tox 0.079250954 Moderate Con 0.495 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 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.