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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

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Active: "This is what a white …" 1,674 comments · Page 52 of 67
Natives of Canada are not white europeans. So why this double standard? Its just racism in disguise
Natives of Canada are not white europeans. So why this double standard? Its just racism in disguise
Identity Attack0.3817989
Insult0.12702756
Profanity0.026863953
Threat0.006848133
Severe Toxicity0.008277893
Moderate 0.32712606 Low Con 0.21 Moral_Argument
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
I used to live there in 1993 it was all white but my friends would complain that after 10 years not a single white kid on the school bus
I used to live there in 1993 it was all white but my friends would complain that after 10 years not a single white kid on the school bus
Identity Attack0.38826546
Insult0.082619295
Profanity0.09324962
Threat0.012803185
Severe Toxicity0.01393057
Moderate 0.32712606 Constructive 0.512 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Sikhs are actually nice people. Every single person has some or other compulsions. Nobody moves to another country for fun, they migrate for better lifestyle, healthcare, benefits, income etc. Stop demonizing these people just because …
Sikhs are actually nice people. Every single person has some or other compulsions. Nobody moves to another country for fun, they migrate for better lifestyle, healthcare, benefits, income etc. Stop demonizing these people just because they're in Canada and not being white. Perhaps, ask yourself what your ancestors as whites did in the past to Indians, sidelined with Britishers & looted our wealth for 200 years and made us a 3rd world country.
Identity Attack0.3857254
Insult0.16337912
Profanity0.032142747
Threat0.009048914
Severe Toxicity0.011291504
Moderate 0.32712606 Constructive 0.734 Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
What the 'polish' guy is saying and the 'redneck' guy is saying is pure bias!! If a 3000 sq ft home has 3 generations living then that would easily be anywhere from 5-12 people depending …
What the 'polish' guy is saying and the 'redneck' guy is saying is pure bias!! If a 3000 sq ft home has 3 generations living then that would easily be anywhere from 5-12 people depending on the number of children or sibling the earning member(s) have. The only problem is when these homes are converted to rooming units. Otherwise it is perfectly legal for extended families to live under one roof as first immigrants to gain foothold and then move on!! The fore fathers of the current white population did this as well !! Also, these immigrants and students are NOT housed in hotels and such, it is the refugees from Syria, Palestine and Ukraine (and other war torn countries) that Liberals brought in that are housed in hotels. So this is misinformation. What I do notice is that these losers are jealous of the hard work that the indian immigrants are capable of doing and feel intimidated. If this is any comfort, many indians are actually choosing to go back to India as opportunities are better and more and they have seen what Canada has to offer. There needs to be responsible reporting happening not just interview any guy on the streets who has 0 knowledge of the current political scenario.
Identity Attack0.36702603
Insult0.21368977
Profanity0.07255927
Threat0.011327368
Severe Toxicity0.013672344
Moderate 0.3266089 Constructive 0.746
Jan 7, 2026 Inside Canada's Indian Metropolis (Brampton)
It wasn’t just “ *white people* ” who express concern What are you Americans? Oh wait..
It wasn’t just “ *white people* ” who express concern What are you Americans? Oh wait..
Identity Attack0.3817989
Insult0.10148193
Profanity0.06646215
Threat0.008375733
Severe Toxicity0.010681152
Moderate 0.3266089 Low Con 0.221 Identity_Assertion
Dec 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
01:33 - that was a white dude who broke into the guys house
01:33 - that was a white dude who broke into the guys house
Identity Attack0.36273825
Insult0.07935401
Profanity0.10054382
Threat0.065292306
Severe Toxicity0.015415368
Moderate 0.3266089 Moderate Con 0.354 Meta_Commentary
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
I wanna tell you this folks , the reason we Indians get jobs ( which you racist people dont like ) is not because our people are there and they hire us , its because …
I wanna tell you this folks , the reason we Indians get jobs ( which you racist people dont like ) is not because our people are there and they hire us , its because we work hard we do extra shifts , we have skills which employers are looking for . Moreover , the companies which hire Indians are owned and operated by no other then Canadians or i should say white canadians itself. So instead of blaming one community for your every problem , work hard , learn skills which will make your life more easy .
Identity Attack0.36702603
Insult0.24767025
Profanity0.06395709
Threat0.009048914
Severe Toxicity0.012435913
Moderate 0.3266089 Constructive 0.583
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I was told by a Canadian trucking company they won't hire me because I'm white
I was told by a Canadian trucking company they won't hire me because I'm white
Identity Attack0.3895355
Insult0.075868964
Profanity0.078378424
Threat0.010421164
Severe Toxicity0.0104522705
Moderate 0.3260917 Moderate Con 0.45 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
This video is well done and truthful. I just seen a video headline that read Punjabi rapper video “beating up white people” in Canada. Now that hurts. Thank you for sharing.
This video is well done and truthful. I just seen a video headline that read Punjabi rapper video “beating up white people” in Canada. Now that hurts. Thank you for sharing.
Identity Attack0.3817989
Insult0.0817555
Profanity0.044668075
Threat0.2836219
Severe Toxicity0.017416617
Moderate 0.3260917 Constructive 0.702
Aug 26, 2025 Why Canadians Are Turning Against …
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
Identity Attack0.37292135
Insult0.16861114
Profanity0.023516348
Threat0.0067316215
Severe Toxicity0.0075531006
Moderate 0.3260917 Low Con 0.281 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They are slowly taking over all white countries and being paid to do it is my belief
They are slowly taking over all white countries and being paid to do it is my belief
Identity Attack0.37655997
Insult0.081508696
Profanity0.077731855
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.3260917 Low Con 0.189 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Just say you want Canada to stay white. No need to beat around the bush and act like this middle ground journalist.
Just say you want Canada to stay white. No need to beat around the bush and act like this middle ground journalist.
Identity Attack0.36273825
Insult0.16773392
Profanity0.02932342
Threat0.024753258
Severe Toxicity0.010375977
Moderate 0.32557452 Low Con 0.181 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Developed white world are being dragged back to the stone-age 😄
Developed white world are being dragged back to the stone-age 😄
Identity Attack0.36702603
Insult0.08212569
Profanity0.08355101
Threat0.030278467
Severe Toxicity0.016512826
Moderate 0.32557452 Low Con 0.143 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
White brains are just as good as the guy in cycle. Still pushing a cycle. Everyone else is driving
White brains are just as good as the guy in cycle. Still pushing a cycle. Everyone else is driving
Identity Attack0.34000012
Insult0.16337912
Profanity0.07482228
Threat0.008893564
Severe Toxicity0.0125103295
Moderate 0.32557452 Low Con 0.162 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed …
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed because the culture of immigrants arent being considered. No diversity is not strength, its the coming together, the togetherness thats strength. Stop allow racist to say you are racist to stand up for your country. Canadians have grown weak for sure under liberal governance. This is your home. If Canada doesnt work out, immigrants can always go back to their homeland.
Identity Attack0.36702603
Insult0.24630153
Profanity0.027410502
Threat0.011327368
Severe Toxicity0.010223389
Moderate 0.32557452 Constructive 0.656
Oct 1, 2025 IRCC Names India in Study …
The white guy making blanket statements about a race is out right racism because he is categorizing a certain group of people thinking everyone does the same thing !
The white guy making blanket statements about a race is out right racism because he is categorizing a certain group of people thinking everyone does the same thing !
Identity Attack0.36803186
Insult0.14512913
Profanity0.054938845
Threat0.009281937
Severe Toxicity0.01083374
Moderate 0.32557452 Moderate Con 0.306 Moral_Argument
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
White guy in bicycle at -26degress while Indians in Brampton drive to work. They can afford to pay for car while he can’t 😂
White guy in bicycle at -26degress while Indians in Brampton drive to work. They can afford to pay for car while he can’t 😂
Identity Attack0.37879246
Insult0.11172232
Profanity0.068967216
Threat0.010084574
Severe Toxicity0.014253352
Moderate 0.3250515 Low Con 0.263
Jan 27, 2026 Inside Canada's Indian Invasion...
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
Identity Attack0.3857254
Insult0.082619295
Profanity0.059447967
Threat0.008155655
Severe Toxicity0.011978149
Moderate 0.3250515 Low Con 0.274 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The fact anyone can celebrate their nationality, but not white. like they just rolled over. You should be proud your forefathers made this country what it is, that you are what yyou are, and more …
The fact anyone can celebrate their nationality, but not white. like they just rolled over. You should be proud your forefathers made this country what it is, that you are what yyou are, and more effort needs to be so whites can celebrate and feel pride in the nation we created.
Identity Attack0.3819294
Insult0.08582769
Profanity0.057944927
Threat0.009437286
Severe Toxicity0.01502803
Moderate 0.3250515 Constructive 0.628
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
Identity Attack0.38238457
Insult0.12159709
Profanity0.028776871
Threat0.0091524795
Severe Toxicity0.0127685545
Moderate 0.3245134 Low Con 0.293 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Let’s play a game how many whites are on welfare
Let’s play a game how many whites are on welfare
Identity Attack0.381025
Insult0.07967083
Profanity0.07255927
Threat0.012803185
Severe Toxicity0.014898917
Moderate 0.3245134 Low Con 0.232 Humor_Satire
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Identity Attack0.39207554
Insult0.08484049
Profanity0.02836696
Threat0.0078449575
Severe Toxicity0.00957489
Moderate 0.3245134 Low Con 0.26 Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other …
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other and Indians do! The white europeans went there and built all those churches and spread their culture, now can't stand watching someone else do that.
Identity Attack0.33352965
Insult0.15414265
Profanity0.089693464
Threat0.009903334
Severe Toxicity0.011749268
Moderate 0.3245134 Moderate Con 0.402 Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This guys appeals to white christian nationalist but will advertise betting
This guys appeals to white christian nationalist but will advertise betting
Identity Attack0.37432748
Insult0.08558089
Profanity0.08322773
Threat0.019055385
Severe Toxicity0.012359619
Moderate 0.3245134 Low Con 0.2 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Ya sorry, bye! We need to get back our Christian values and I’d like to go into a store, bank, restaurant and not be the white minority thank you very much! I’d like to understand …
Ya sorry, bye! We need to get back our Christian values and I’d like to go into a store, bank, restaurant and not be the white minority thank you very much! I’d like to understand the person on the other end of the phone once in awhile when I call for help! No more “pro Palestinian “ protests etc etc . Enough is enough. If I wanted to live in the Middle East…I’d go there!
Identity Attack0.3817989
Insult0.08459369
Profanity0.05017922
Threat0.012026439
Severe Toxicity0.014317908
Moderate 0.3234372 Constructive 0.608 Identity_Assertion
Jan 16, 2026 2.9 million Canadian temporary visas …

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.