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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

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

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Active: "I like how he is …" 2,805 comments · Page 44 of 113
when you discover the level of fraud they do and how sneaky and nonchalant they are about it, somalis will seem like angels.
when you discover the level of fraud they do and how sneaky and nonchalant they are about it, somalis will seem like angels.
Identity Attack0.36702603
Insult0.3388922
Profanity0.08581402
Threat0.012078222
Severe Toxicity0.0125103295
Moderate 0.3625127 Low Con 0.235 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Indians are like that everywhere they stay they don't want to assimilate with other people they just want to keep within themselves
Identity Attack0.4054415
Insult0.18604483
Profanity0.11539881
Threat0.010654188
Severe Toxicity0.023076924
Moderate 0.3625127 Moderate Con 0.393 Identity_Assertion
Oct 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Mutahar blowin steam out of his ears like a looney toon character with this one. 🙏🏼
Mutahar blowin steam out of his ears like a looney toon character with this one. 🙏🏼
Identity Attack0.02821777
Insult0.38852
Profanity0.13785136
Threat0.040638234
Severe Toxicity0.018449519
Moderate 0.3625127 Low Con 0.295 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Good think they are Indian. If it was any of our neighbours you will not even dare to shoot video over there like Luton, England
Good think they are Indian. If it was any of our neighbours you will not even dare to shoot video over there like Luton, England
Identity Attack0.38318536
Insult0.11172232
Profanity0.14842765
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.3625127 Low Con 0.206 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Pooping on the train...its like home lol
Pooping on the train...its like home lol
Identity Attack0.009619443
Insult0.08484049
Profanity0.29209393
Threat0.011275585
Severe Toxicity0.017868511
Moderate 0.3625127 Moderate Con 0.335 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
This is what genocide looks like
This is what genocide looks like
Identity Attack0.11280017
Insult0.058475737
Profanity0.12991914
Threat0.34804323
Severe Toxicity0.02373986
Moderate 0.36095104 Low Con 0.283
Jan 27, 2026 Inside Canada's Indian Invasion...
the brain washing propaganda needing to import our replacements is BS. In my lifetime our population has doubled from the immigrants and we are way worse.. when the population was half of what it is …
the brain washing propaganda needing to import our replacements is BS. In my lifetime our population has doubled from the immigrants and we are way worse.. when the population was half of what it is now Canada was in a much better place.. so stop repeating the BS. This is the great replacement and they are not immigrants.. They are the villagers scamming their way here by fake schools or low skill jobs who have no plans to leave.. They have no respect for the country letting them in.. I have never gone to INdia, nor do i want to go.. I don't want to feel like im a stranger in my own country. The amount of crap happening is insane! I hate this country. your new First Post national state nightmare!
Identity Attack0.22458547
Insult0.35016364
Profanity0.10920923
Threat0.009023022
Severe Toxicity0.01502803
Moderate 0.36095104 Moderate Con 0.497
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Karma is a beetch. Western Canadians did the same to the native Indian population (just like the US), and now this is your karma. Ha ha ha!
Karma is a beetch. Western Canadians did the same to the native Indian population (just like the US), and now this is your karma. Ha ha ha!
Identity Attack0.28034934
Insult0.27763805
Profanity0.20483992
Threat0.008738215
Severe Toxicity0.017093835
Moderate 0.36095104 Low Con 0.292 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Identity Attack0.27340925
Insult0.35677677
Profanity0.027547138
Threat0.00789674
Severe Toxicity0.010375977
Moderate 0.36095104 Moderate Con 0.333 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? See why Britain is having a protest today Sept 13 2025 for example. Also every town and city it feels like is getting a tent city. Small towns are becoming unsafe. It's sick.
Identity Attack0.10221587
Insult0.37846634
Profanity0.026454043
Threat0.008764107
Severe Toxicity0.007171631
Moderate 0.36095104 Constructive 0.713 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on her personal life and came back as soon as Indians succeeded to put Piere as a leader instead of Patrick. Later bunch of material, testimonies came out about she being on a zoom call and Indians saying they don’t like she is running Patrick brown’s campaign. Foreign interference report exposed her pretty good but I guess canadians really are blind to the fact that while they are taking out their anger on immigrants their country is compromised and sold put by their own trusted politicians and that too, to a third world country like India!
Identity Attack0.27171627
Insult0.31740165
Profanity0.33453682
Threat0.013010317
Severe Toxicity0.021548226
Moderate 0.36095104 Moderate Con 0.499
Sep 30, 2025 IRCC Names India in Study …
I hate feeling like a tourist in my own country
I hate feeling like a tourist in my own country
Identity Attack0.32184324
Insult0.0813853
Profanity0.18294942
Threat0.008531082
Severe Toxicity0.012574885
Moderate 0.36095104 Moderate Con 0.393 Identity_Assertion
Feb 24, 2026 3 likes Inside Canada's Indian Invasion...
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, …
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, you would berated in your own country, ask the muslims and Christians the suffering they go through because of the majority. The punjabi population you see there is predominantly Hindu too not sikh. They have been trained to say they are from Punjab to take attention away from Hindus
Identity Attack0.45610145
Insult0.17858955
Profanity0.037904397
Threat0.043955702
Severe Toxicity0.015544481
Moderate 0.36095104 Moderate Con 0.46 Fear_Threat
Feb 28, 2026 7 likes Inside Canada's Indian Invasion...
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same …
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same pattern repeating everywhere, which has something "better" to offer people compared to where they came from. OTOH, replace the Indians with white caucasians, and white caucasians with Inuits, isn't it just history repeating itself ?
Identity Attack0.44690517
Insult0.15627414
Profanity0.035148825
Threat0.0100069
Severe Toxicity0.016577384
Moderate 0.36095104 Constructive 0.608
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
I’d rather we take refugees like Ukraine fleeing a war
I’d rather we take refugees like Ukraine fleeing a war
Identity Attack0.36702603
Insult0.082372494
Profanity0.08775374
Threat0.27637172
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.344
Sep 1, 2025 Why Canadians Are Turning Against …
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
Identity Attack0.2949366
Insult0.29855028
Profanity0.084844165
Threat0.011275585
Severe Toxicity0.01302678
Moderate 0.36095104 Moderate Con 0.367 Unverified_Claim
Oct 3, 2025 1 likes IRCC Names India in Study …
Carney likes his ministers clueless and full of word salad because it makes him feel smart and arrogant
Carney likes his ministers clueless and full of word salad because it makes him feel smart and arrogant
Identity Attack0.009619443
Insult0.38852
Profanity0.028093686
Threat0.006382086
Severe Toxicity0.0041770935
Moderate 0.36095104 Low Con 0.148 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is …
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is easy because if you blame Canadain govt, you will be treated like Truckers..
Identity Attack0.35948995
Insult0.3388922
Profanity0.029186781
Threat0.009463178
Severe Toxicity0.00919342
Moderate 0.36095104 Moderate Con 0.408
Jan 27, 2026 Inside Canada's Indian Invasion...
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he …
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he dont believe me. I explain to him that's because of the 101 law that make difficult for non-french speaker to come in Québec. Almost like a law for the preservation of the language and culture is a good thing.
Identity Attack0.21470967
Insult0.19967617
Profanity0.4044591
Threat0.009799767
Severe Toxicity0.022710243
Moderate 0.36095104 Constructive 0.713 Policy_Critique
Jan 29, 2026 9 likes Inside Canada's Indian Invasion...
Brampton is great, Indian/pakistani community is wonderful. You really shouldn't platform hate without checks and balances, makes it seem like you support them. That polish guy just sounds like a hater.
Brampton is great, Indian/pakistani community is wonderful. You really shouldn't platform hate without checks and balances, makes it seem like you support them. That polish guy just sounds like a hater.
Identity Attack0.34324843
Insult0.28791866
Profanity0.0913099
Threat0.008556974
Severe Toxicity0.01083374
Moderate 0.36095104 Constructive 0.695
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Welcome to the new state of Canjabia, the Maritime provinces are now flooded with these Indian Punjabi’s, they’ve taken over most low level jobs, housing prices have skyrocketed just like you’ll see 3-4 drivers in …
Welcome to the new state of Canjabia, the Maritime provinces are now flooded with these Indian Punjabi’s, they’ve taken over most low level jobs, housing prices have skyrocketed just like you’ll see 3-4 drivers in one truck , its double in a house/apartment 8-10. Caledonia industrial park has a notorious company Safex known for hiring Punjabi drivers, among a few. How Canada hasn’t formed a Punjabi foreign military brigade is mind boggling maybe P.P needs to ask clowney in parliament 😂😂 on a serious note it’s an invasion, domination by these fake TFW 💯 came as students but have no transcripts to show they studied and graduated. Canada is F’kd . Pardon my language!!!!
Identity Attack0.27340925
Insult0.37506318
Profanity0.054938845
Threat0.009722093
Severe Toxicity0.009536743
Moderate 0.36095104 Constructive 0.562
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
Identity Attack0.010063417
Insult0.37279442
Profanity0.10301965
Threat0.010550622
Severe Toxicity0.0077056885
Moderate 0.36095104 Constructive 0.52 Economic_Argument
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
Btw I have been waiting 4yrs plus now to get a right knee replacement?! I am a WRHA employee cannot go back to work til its done, I am a true born and raised Canadian …
Btw I have been waiting 4yrs plus now to get a right knee replacement?! I am a WRHA employee cannot go back to work til its done, I am a true born and raised Canadian citizen time to take a stand up to our government and to all these immigrants GO BACK TO YOUR COUNTRY BAN TOGETHER AND EARN AND MAKE YOUR COUNTRY ON YOUR OWN QUIT MOUCHING OFF OUR COUNTRY FOR A FREE RIDE HERE IN LIFE!? GO HOME!! I am so concerned for my children and my grand children and their children so on and so on what's it going to be like for them this is beyond bad and long gone already! Need to take back our country!!
Identity Attack0.33675182
Insult0.27969417
Profanity0.056441884
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.702
Aug 29, 2025 Why Canadians Are Turning Against …
12:31, it helps that bro looks like a third-world immigrant himself. 😂 Makes the whole thing more believable.
12:31, it helps that bro looks like a third-world immigrant himself. 😂 Makes the whole thing more believable.
Identity Attack0.36702603
Insult0.25007802
Profanity0.09486605
Threat0.009178371
Severe Toxicity0.016771052
Moderate 0.36095104 Moderate Con 0.334 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
People who drive in countries like India don’t just switch up how they drive overnight, they are going to bring their bad driving habits like has anyone seen how they drive out there it’s crazy.
People who drive in countries like India don’t just switch up how they drive overnight, they are going to bring their bad driving habits like has anyone seen how they drive out there it’s crazy.
Identity Attack0.30256465
Insult0.34101152
Profanity0.099305905
Threat0.010032792
Severe Toxicity0.011444092
Moderate 0.36095104 Moderate Con 0.301 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.