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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: "This is very sad and …" 300 comments · Page 5 of 12
I am so sad immigrants ( Europeans ), call other people immigrants 😅.
I am so sad immigrants ( Europeans ), call other people immigrants 😅.
Identity Attack0.4482637
Insult0.17361937
Profanity0.085167445
Threat0.008401625
Severe Toxicity0.019740647
Moderate 0.37751234 Moderate Con 0.454 Humor_Satire
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Send them back to India.. as our supreme leader claims that "We are Vishwaguru 😂" .. but please don't kill anyone 😢that is sad ...
Send them back to India.. as our supreme leader claims that "We are Vishwaguru 😂" .. but please don't kill anyone 😢that is sad ...
Identity Attack0.31307843
Insult0.17486192
Profanity0.094219476
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.37458646 Moderate Con 0.425 Humor_Satire
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
Identity Attack0.45348886
Insult0.21836096
Profanity0.023584666
Threat0.007081157
Severe Toxicity0.011062622
Moderate 0.3722269 Moderate Con 0.419 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views …
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views - This is a CANADA WIDE issue not just specific to Brampton. Calgary's NE - Brampton - Surrey Etc. If we are going to have such massive immigration I'd like to know why we can't bring in Filipinos, Japanese, and Koreans - They respect culture and work hard! Side note - why does our government support foreigners over supporting our own domestic couples to have children? - Modern day slave labour is the system Canada is running on right now. But you won't see liberals talking about that :)
Identity Attack0.3072352
Insult0.36365277
Profanity0.058946952
Threat0.009074804
Severe Toxicity0.012833111
Moderate 0.36867723 Constructive 0.63 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay there, as simple as that, and it is strange how Canada is ruined by Punjabis, sikh terrorists in particular, as you can see all these are Punjabi sikh families, yet the hate is given to Indians and specifically to Hindus. I am not defending HINDUS here; there have been incidents where HINDUS have done things worthy of backlash, and they should be deported as well for their absolute religious stupidity, but why target only a specific religion and not the one that has done much worse, like literally being involved in criminal activities and notorious for it not only in Canada but in India as well? Exploited every policy and turned a Canadian city into its own home state city, and then felt proud of it in Indian podcasts: "yeah, Brampton feels like Punjab only."🤡 says a glorified ignorant Punjabi singer.
Identity Attack0.44690517
Insult0.26957804
Profanity0.0715894
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.3666224 Constructive 0.64
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
as a person from India this is bad and i would say govt should deport them all sadly but yes
as a person from India this is bad and i would say govt should deport them all sadly but yes
Identity Attack0.37222284
Insult0.18107465
Profanity0.10982819
Threat0.13768311
Severe Toxicity0.021419114
Moderate 0.3625127 Moderate Con 0.475 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
WITHOUT EVEN FIRING A BULLET! ITS SAD!
WITHOUT EVEN FIRING A BULLET! ITS SAD!
Identity Attack0.004236255
Insult0.060927123
Profanity0.037904397
Threat0.4574634
Severe Toxicity0.023076924
Moderate 0.3561489 Low Con 0.119 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I think very less people have problems with other people who come legally and work legally. The problem mainly lies with the illegal and zero accountability towards that. Illegal immigration destroys culture and the country …
I think very less people have problems with other people who come legally and work legally. The problem mainly lies with the illegal and zero accountability towards that. Illegal immigration destroys culture and the country itself. I myself came to USA thinking I will be learning about american culture and maybe start adopting as well but all I saw was brown people because I was in tech which is widely dominated by brown people and it was very sad honestly.
Identity Attack0.41975367
Insult0.15769513
Profanity0.09260304
Threat0.011508608
Severe Toxicity0.014447021
Moderate 0.3389984 Constructive 0.759
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish …
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish school mates, my Irish neighbours & Irish colleagues have never made me feel insecure about my color or origins. However in the last five years, some communities like the pakistanis, brazilians & nigerians started creating their ghettos despite the fact that the Irish did not discriminate. They "rule" their ghettos as if they're sovereign territories and do not interact with the Irish, who loves a good banter & socializing. Now the Irish are feeling insecure & one can feel, hear & see the change in attitudes towards immigrants. I fear that in the future i may face the consequences of some other people's decision to stand out instead of mixing. It is quite sad actually!
Identity Attack0.40883094
Insult0.24171697
Profanity0.19893537
Threat0.026652548
Severe Toxicity0.022322904
Moderate 0.3389984 Constructive 0.836 Personal_Narrative
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
How sad hahahaa! Are the rivers full of trash yet?
How sad hahahaa! Are the rivers full of trash yet?
Identity Attack0.008176526
Insult0.34101152
Profanity0.04867618
Threat0.0065115434
Severe Toxicity0.005569458
Moderate 0.3389984 Moderate Con 0.319 Humor_Satire
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
We're too nice and too woke so we're being pushed out and walked all over. I'm ashamed to be Canadian lately and it's sad. I've lived in Brampton since 1985 and seeing how much crime …
We're too nice and too woke so we're being pushed out and walked all over. I'm ashamed to be Canadian lately and it's sad. I've lived in Brampton since 1985 and seeing how much crime there is now and how I'm the minority now as a white single male is crazy. Brampton has changed so much it's so sad. 😢
Identity Attack0.36702603
Insult0.2659317
Profanity0.057443913
Threat0.008686432
Severe Toxicity0.010299683
Moderate 0.3389984 Constructive 0.671
Sep 1, 2025 40 likes Why Canadians Are Turning Against …
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Identity Attack0.10221587
Insult0.23237456
Profanity0.020373698
Threat0.19229786
Severe Toxicity0.013155893
Moderate 0.3389984 Low Con 0.198
Nov 21, 2025 Quebec Ends Economic Immigration Program …
So sad filled up with Indies minority Canadians
So sad filled up with Indies minority Canadians
Identity Attack0.3825363
Insult0.22303216
Profanity0.022013342
Threat0.008168601
Severe Toxicity0.013478675
Moderate 0.3389984 Moderate Con 0.324 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
as an arab muslim from saudi im ngl indians are not the worst type of immigrants, they work and dont bother ofhers much. europe on the other hand is getting worse and worse i went …
as an arab muslim from saudi im ngl indians are not the worst type of immigrants, they work and dont bother ofhers much. europe on the other hand is getting worse and worse i went to italy for tourism and i saw italian women get harrassed by arab north africans. its so sad they live in fear in their own countries. a strange thing
Identity Attack0.4054415
Insult0.1640896
Profanity0.14313951
Threat0.025961896
Severe Toxicity0.018126737
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own country and take the northern territories with you. You cannot let the communist take such beauty away from the world. The foreigners will destroy that land.
Identity Attack0.37292135
Insult0.16266862
Profanity0.03189224
Threat0.1338057
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay …
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay tax...i agree that there are people comeing who dont know english and the quality has gone down but its wrong to say no indian in homeless shelter and we dont pay tax....
Identity Attack0.36598656
Insult0.16766082
Profanity0.052183274
Threat0.010783645
Severe Toxicity0.015931819
Moderate 0.33836752 Constructive 0.654
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I have no words strong enough to express the sadness and disappointment I feel toward the people who govern us. Their actions go beyond incompetence — they are a disservice to the country and to …
I have no words strong enough to express the sadness and disappointment I feel toward the people who govern us. Their actions go beyond incompetence — they are a disservice to the country and to all of us who work hard and expect better.
Identity Attack0.016862517
Insult0.36798462
Profanity0.021808386
Threat0.0073789097
Severe Toxicity0.0047302246
Moderate 0.33504707 Constructive 0.503
Nov 21, 2025 17 likes Thousands of refugees allowed into …
I'd really appreciate it if the Indians in Ontario would actually leave for the US. Sadly, it seems they are staying here
I'd really appreciate it if the Indians in Ontario would actually leave for the US. Sadly, it seems they are staying here
Identity Attack0.40713623
Insult0.15414265
Profanity0.042413518
Threat0.009929225
Severe Toxicity0.015092585
Moderate 0.33255672 Constructive 0.526 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
How about we remove one of those "0" on those numbers relating to imigration!!! Middle class tax cut for those making, $57,000 a year or less, middle class really, that's barely above the poverty line …
How about we remove one of those "0" on those numbers relating to imigration!!! Middle class tax cut for those making, $57,000 a year or less, middle class really, that's barely above the poverty line in most parts of Canada for a family! No wonder Canada's in trouble, the Liberals have no friggin idea what anything cost anymore what a sad state of affairs!!!!
Identity Attack0.10221587
Insult0.26957804
Profanity0.26603898
Threat0.010395273
Severe Toxicity0.01159668
Moderate 0.3308965 Moderate Con 0.457 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
There's a new drive of Americanisation happening in other countries in terms of political beliefs and that is very dangerous and sad to see. Ignorance and narrow mindedness will not bring prosperity to your lands.
There's a new drive of Americanisation happening in other countries in terms of political beliefs and that is very dangerous and sad to see. Ignorance and narrow mindedness will not bring prosperity to your lands.
Identity Attack0.094936445
Insult0.336253
Profanity0.018802373
Threat0.0074436385
Severe Toxicity0.004119873
Moderate 0.32236105 Constructive 0.583 Fear_Threat
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
Brampton is a sad case of how a once bustling city became a dumpster that never gets cleaned out.
Brampton is a sad case of how a once bustling city became a dumpster that never gets cleaned out.
Identity Attack0.019575719
Insult0.3416952
Profanity0.027820412
Threat0.00814271
Severe Toxicity0.005493164
Moderate 0.32074678 Moderate Con 0.307
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow, they even turned the Christian Church into a Hindu temple, that's so sad.......
Wow, they even turned the Christian Church into a Hindu temple, that's so sad.......
Identity Attack0.3817989
Insult0.08831572
Profanity0.020442016
Threat0.008919456
Severe Toxicity0.009918213
Moderate 0.32020867 Moderate Con 0.336
Dec 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I'm pretty sure all of North America is being influenced by many countries across the oceans. The same thing is happening in the UK. People are obsessed with moving to another country to take advantage …
I'm pretty sure all of North America is being influenced by many countries across the oceans. The same thing is happening in the UK. People are obsessed with moving to another country to take advantage of their public services, lifestyles, and deductions because their own country doesn’t offer them. People prefer to leave their homes and cultures instead of making changes within their own communities. They rather take from others. It’s just sad and lazy.
Identity Attack0.07012023
Insult0.3388922
Profanity0.026590679
Threat0.0068869707
Severe Toxicity0.0045776367
Moderate 0.31686464 Constructive 0.553 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian living in India, i feel so sad about the Canadian people who have suffered because of few dishonest Indians or asians who wont pay proper taxes, who wont mingle with local people, …
As an Indian living in India, i feel so sad about the Canadian people who have suffered because of few dishonest Indians or asians who wont pay proper taxes, who wont mingle with local people, or those who abuse the proper systems that the people back have built from long time.. Anybody who goes as an immigrant should live with the people there with great respect to the culture they have built on that land.. Hope the local people will get some justice 🙏🙁
Identity Attack0.37082586
Insult0.24493282
Profanity0.024131214
Threat0.007624879
Severe Toxicity0.010147095
Moderate 0.31132057 Constructive 0.717
Nov 28, 2025 34 likes 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.