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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: "Only let them in with …" 886 comments · Page 9 of 36
Never let any develop country to turn to Poopland 2. 🍇capital, corruption capital, pollution capital, all pos capital 🇮🇳🐸🖕🏻🕳️🩸
Never let any develop country to turn to Poopland 2. 🍇capital, corruption capital, pollution capital, all pos capital 🇮🇳🐸🖕🏻🕳️🩸
Identity Attack0.38318536
Insult0.4302003
Profanity0.33023968
Threat0.065292306
Severe Toxicity0.16960317
Moderate 0.41445592 Low Con 0.174 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Maybe because liberals let thousands of criminals in
Maybe because liberals let thousands of criminals in
Identity Attack0.0069789435
Insult0.25932604
Profanity0.00010944668
Threat0.0024549307
Severe Toxicity0.000007919573
Moderate 0.4122789
Dec 7, 2025
Im an Indian and im telling you, dont let outsiders ruin your country. Stop or control immmegation, and stop all white woman from damaging your conuntry any further. Indians are still safer than muslims but …
Im an Indian and im telling you, dont let outsiders ruin your country. Stop or control immmegation, and stop all white woman from damaging your conuntry any further. Indians are still safer than muslims but nobody would like to see thier own culture crash down like this.
Identity Attack0.5051593
Insult0.24928534
Profanity0.12551236
Threat0.06755528
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.469 Identity Attack
Oct 12, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
If you let them...they WILL take it from you.....wht ppl better quit being pzzys and blk folks need to stand with them and take back their homes instead of moving away.
If you let them...they WILL take it from you.....wht ppl better quit being pzzys and blk folks need to stand with them and take back their homes instead of moving away.
Identity Attack0.48915586
Insult0.3388922
Profanity0.19032755
Threat0.02682521
Severe Toxicity0.023076924
Moderate 0.40891263 Moderate Con 0.425 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
How much it costs to let them stay? It's better to get rid of illegals. Or criminals.
How much it costs to let them stay? It's better to get rid of illegals. Or criminals.
Identity Attack0.44690517
Insult0.29383746
Profanity0.03690237
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.208
Dec 31, 2025 Deportations From Canada at Their …
Also Tyler let’s not forget that England a predominately anglo nation threw human feces and garbage during the Middle Ages 😂
Also Tyler let’s not forget that England a predominately anglo nation threw human feces and garbage during the Middle Ages 😂
Identity Attack0.30103904
Insult0.37279442
Profanity0.22572558
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.185 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their neighborhood clean and work only on clash, then it’s the system’s fault and pole hole that is letting them exploit it, fix the system. And why the heck the Gov letting immigrants in if it’s doing no good to the country. Simply because left a gov that will put a stop to immigration.
Identity Attack0.40158966
Insult0.35161978
Profanity0.3351773
Threat0.029587816
Severe Toxicity0.023317307
Moderate 0.40614098 Constructive 0.517
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
😂😂😂😂 let’s plunder Canada I’m happy to do so
😂😂😂😂 let’s plunder Canada I’m happy to do so
Identity Attack0.2772088
Insult0.15414265
Profanity0.12991914
Threat0.49142194
Severe Toxicity0.026936848
Moderate 0.40614098 Low Con 0.272
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame themselves for letting Indian in
Blame themselves for letting Indian in
Identity Attack0.49855098
Insult0.19734058
Profanity0.14049543
Threat0.031314444
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.216
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm dying reading these comments I just want to let you guys now the guy in the camera flipping off the camera is the whitest brown person you can ever meet
I'm dying reading these comments I just want to let you guys now the guy in the camera flipping off the camera is the whitest brown person you can ever meet
Identity Attack0.44690517
Insult0.16795322
Profanity0.174273
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.412 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
I appreciate that ACTUAL JOURNALISM. not bias and lets hate white or lets hate immigrant. Government is failing and it is always top down for leadership.
I appreciate that ACTUAL JOURNALISM. not bias and lets hate white or lets hate immigrant. Government is failing and it is always top down for leadership.
Identity Attack0.46614665
Insult0.24928534
Profanity0.085167445
Threat0.0347677
Severe Toxicity0.020515325
Moderate 0.4014846 Moderate Con 0.447 Policy_Critique
Sep 29, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Hmm let's talk about the thumbnail and the cluckbait in video of trash we were showen 😊
Hmm let's talk about the thumbnail and the cluckbait in video of trash we were showen 😊
Identity Attack0.025404079
Insult0.3393024
Profanity0.2356715
Threat0.010395273
Severe Toxicity0.01896597
Moderate 0.4014846 Low Con 0.186 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!! Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Identity Attack0.31015682
Insult0.40243408
Profanity0.26735115
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.472 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
Identity Attack0.47178617
Insult0.26957804
Profanity0.051932767
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.262 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Disgusting we let this happen.
Disgusting we let this happen.
Identity Attack0.012641981
Insult0.40243408
Profanity0.15812257
Threat0.009540852
Severe Toxicity0.011062622
Moderate 0.4014846 Low Con 0.299
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
It is okay as long as they are Sikh people, just don't let the puppeteers.
It is okay as long as they are Sikh people, just don't let the puppeteers.
Identity Attack0.44690517
Insult0.39743927
Profanity0.17473823
Threat0.018710058
Severe Toxicity0.02077355
Moderate 0.4014846 Low Con 0.298 Identity_Assertion
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get …
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get out of canada , with corrupt Canadian government .This video is made by an imigrant he needs to go also . TRUMP DOES NOT CARE IF MIGRANTS TAKE JOBS , START A BUSINESS, OR SELL DRUGS , HE IS DEPORTING ALL OF THEM . Healing his land ,and canada , while the corrupt Canadian government pays companies to hire migrants over citizens.... IT IS EVIL TO FLOOD CANADA WITH MIGRANTS . IN 2026 the end of it , migrants will out number citizens Stats canada says themselves .
Identity Attack0.36702603
Insult0.41530323
Profanity0.055940874
Threat0.012699619
Severe Toxicity0.020902663
Moderate 0.4014846 Moderate Con 0.319 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
So they can let unlimited people in and can never ever limit it? Sounds dumb. It was open, now it's limited. And once the need arises again they will open the gates agane. Like duh
So they can let unlimited people in and can never ever limit it? Sounds dumb. It was open, now it's limited. And once the need arises again they will open the gates agane. Like duh
Identity Attack0.008324518
Insult0.4378843
Profanity0.22321637
Threat0.010602405
Severe Toxicity0.009346008
Moderate 0.4014846 Low Con 0.205 Policy_Critique
Nov 20, 2025 13 likes Quebec Ends Economic Immigration Program …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Hate speech seems to be offcially allowed on Youtube, let's all upload videos on hating immigrants, welcome to how to go viral in 2026
Hate speech seems to be offcially allowed on Youtube, let's all upload videos on hating immigrants, welcome to how to go viral in 2026
Identity Attack0.44690517
Insult0.18852992
Profanity0.12991914
Threat0.07246469
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.238 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they …
And yet they let Indians in? I wonder why. Why on earth let a group of people into a country who can actually contribute to the economy? If they didn’t want them there , they should’ve never let Indians in.
Identity Attack0.50515604
Insult0.23704576
Profanity0.17287734
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.291 Identity Attack Economic_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Don't let them come to kitchener. Most racist city in canada
Don't let them come to kitchener. Most racist city in canada
Identity Attack0.39966375
Insult0.33896056
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.015996376
Moderate 0.40060925 Moderate Con 0.303 Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all …
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all these Indians are literally being given free houses from the government send all of them back to there so called paradise and never let them come back. I want Canadians in Canada and that’s it. They are not a net positive, they’re a net negative and it’s clear as day.
Identity Attack0.46028158
Insult0.3493834
Profanity0.082581155
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.525 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
These people are destroying Canada deport them all and let’s take back our country
These people are destroying Canada deport them all and let’s take back our country
Identity Attack0.3072352
Insult0.25998658
Profanity0.039407436
Threat0.17016006
Severe Toxicity0.02296847
Moderate 0.39915034 Low Con 0.193
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Those bad immigrants should go back to their own country and let those good law abiding immigrants stay and adapt
Those bad immigrants should go back to their own country and let those good law abiding immigrants stay and adapt
Identity Attack0.44690517
Insult0.29383746
Profanity0.09518933
Threat0.012803185
Severe Toxicity0.020386212
Moderate 0.39915034 Low Con 0.259 Identity_Assertion
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.