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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Whites are NOT the natives …" 166 comments · Page 3 of 7
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and …
A lot of this is racist. There's also a lot of hypocrisy. You white people invade the United States of America and Canada coming in by the thousands and completely took over both countries, and then you sit here and complain that you're being invaded. Are you guys for real. You invaded first, so you don't have a right to complain. You know who else felt like strangers in their own country? The native Canadians and the Native Americans.
Identity Attack0.4907465
Insult0.41767508
Profanity0.06796519
Threat0.009048914
Severe Toxicity0.021419114
Moderate 0.45751464 Constructive 0.511 Moral_Argument
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
The white people of Northern America are NOT the natives!! Go ask the real natives and they want the euro- American invaders gone!!
The white people of Northern America are NOT the natives!! Go ask the real natives and they want the euro- American invaders gone!!
Identity Attack0.5135796
Insult0.2735258
Profanity0.1352073
Threat0.033386398
Severe Toxicity0.023293832
Moderate 0.4574824 Low Con 0.249 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If white Canadians or Natives make Enough kids everyone have 3 kids then our government don't need that many immigrants from india but They don't have enough Children They are busy in Drugs Alcohol women …
If white Canadians or Natives make Enough kids everyone have 3 kids then our government don't need that many immigrants from india but They don't have enough Children They are busy in Drugs Alcohol women Gambling driving cars Here we are
Identity Attack0.5135796
Insult0.38852
Profanity0.060951006
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.4574824 Moderate Con 0.314 Identity Attack Identity_Assertion
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes, it’s country of immigrants. Some 200 years ago, many white immigrants came , killed the natives and become the people of the land. Yes then they built the country with their hardworkband brain but …
Yes, it’s country of immigrants. Some 200 years ago, many white immigrants came , killed the natives and become the people of the land. Yes then they built the country with their hardworkband brain but that don’t take away the logic that they were too „not the people of the land“ and to add to it the “hineous” act if indigenous ethnic cleansing. Horrendous 😢
Identity Attack0.5075293
Insult0.40243408
Profanity0.09551262
Threat0.12689553
Severe Toxicity0.023246882
Moderate 0.4574824 Moderate Con 0.486 Identity Attack
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Atleast the racist white ppl are now feeling what is natives felt for the past how many years we were the minority now white people are aswell
Atleast the racist white ppl are now feeling what is natives felt for the past how many years we were the minority now white people are aswell
Identity Attack0.5135796
Insult0.3470427
Profanity0.17926037
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.45703048 Moderate Con 0.407 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on …
Whites realizing how natives felt !!! Glad they got the taste of their medicine, although it’s not the same, whites invaded n looted and did gen0cide of both native Canadian n Indian, while hating on Indians who are paying humongous sums to live in countries like Canada!! Big big difference!!! And yes it’s racism cuz you’re scared of the fact that someone more compatible is replacing you in wrk cuz of better skills, work ethics, and discipline!!
Identity Attack0.5135796
Insult0.3406697
Profanity0.0913099
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.624 Identity Attack Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Nope theyre just living there and building the canadian economy. To all those far righters saying ohh we built canada from nothing . They forget the massacre of the Native American. The white invade. Purer …
Nope theyre just living there and building the canadian economy. To all those far righters saying ohh we built canada from nothing . They forget the massacre of the Native American. The white invade. Purer racism
Identity Attack0.5135796
Insult0.3406697
Profanity0.06195303
Threat0.029587816
Severe Toxicity0.023076924
Moderate 0.4475325 Moderate Con 0.409 Identity Attack Moral_Argument
Feb 11, 2026 5 likes Inside Canada's Indian Invasion...
Whaoh colonizers of North America talking about assimilation. Like yeah when white devils came to america they assimilated with the natives right
Whaoh colonizers of North America talking about assimilation. Like yeah when white devils came to america they assimilated with the natives right
Identity Attack0.50125694
Insult0.37392882
Profanity0.26624632
Threat0.021990653
Severe Toxicity0.02416241
Moderate 0.44573322 Low Con 0.275 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
When white people complain about being invaded, while there are still mass graves of the natives they killed.
When white people complain about being invaded, while there are still mass graves of the natives they killed.
Identity Attack0.5124616
Insult0.24928534
Profanity0.174273
Threat0.34804323
Severe Toxicity0.023645958
Moderate 0.44573322 Low Con 0.207 Identity Attack Moral_Argument
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Who allowed them to enter in the first place ? ask them first why they allow them to enter country before pointing on others also if someone really want to talk about “ native” then …
Who allowed them to enter in the first place ? ask them first why they allow them to enter country before pointing on others also if someone really want to talk about “ native” then whites are the actual invaders to this country , they are the ones who kill natives and grab their lands
Identity Attack0.5135796
Insult0.3388922
Profanity0.15019037
Threat0.2836219
Severe Toxicity0.023129508
Moderate 0.44393396 Moderate Con 0.395 Identity Attack Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
You white folks arent native aswell.. greetings from pakistan punjab 🇵🇰
You white folks arent native aswell.. greetings from pakistan punjab 🇵🇰
Identity Attack0.5135796
Insult0.36798462
Profanity0.19032755
Threat0.03235042
Severe Toxicity0.08332442
Moderate 0.44039994 Moderate Con 0.368 Identity Attack Identity_Assertion
Feb 9, 2026 5 likes Inside Canada's Indian Invasion...
White people act like they own America and Canada, forgetting their ancestors are from Europe and they are children of colonizers who Genocided Native Americans and Native Canadians and stole their land by force. Meanwhile …
White people act like they own America and Canada, forgetting their ancestors are from Europe and they are children of colonizers who Genocided Native Americans and Native Canadians and stole their land by force. Meanwhile our people come to work legally and earn money, they work minimum wage but build up and eventually become CEOs. We work while you sleep, simple as that. Seems more like jealousy to me.
Identity Attack0.5135796
Insult0.34203702
Profanity0.06946823
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.517 Identity Attack Moral_Argument
Oct 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
😂😂😂 the white took out the indians (natives) and now the indians are taking out the whites
😂😂😂 the white took out the indians (natives) and now the indians are taking out the whites
Identity Attack0.5135796
Insult0.24424846
Profanity0.196476
Threat0.09776353
Severe Toxicity0.02453801
Moderate 0.4398409 Low Con 0.143 Identity Attack
Jan 9, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
What the white Canadians need to remember is you stole that land from the natives you have no place to talk
What the white Canadians need to remember is you stole that land from the natives you have no place to talk
Identity Attack0.4907465
Insult0.3388922
Profanity0.073529124
Threat0.015429466
Severe Toxicity0.023076924
Moderate 0.43965456 Low Con 0.225 Moral_Argument
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whites aint native Canadian🥀
Whites aint native Canadian🥀
Identity Attack0.53446084
Insult0.26957804
Profanity0.104876526
Threat0.009540852
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.319 Identity Attack Identity_Assertion
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought …
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought nothing but misery in india. So now, they want to be intrusive by immigrating to Canada.
Identity Attack0.49855098
Insult0.36798462
Profanity0.10363861
Threat0.011068452
Severe Toxicity0.022839356
Moderate 0.43475235 Low Con 0.296 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Whites are not Native to Canada 😂... Your home is europe.. Go back there
Whites are not Native to Canada 😂... Your home is europe.. Go back there
Identity Attack0.49855098
Insult0.25998658
Profanity0.096805766
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.43230394 Low Con 0.176 Identity_Assertion
Feb 22, 2026 2 likes Inside Canada's Indian Invasion...
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who …
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who don't understand this are not just uneducated, but also have a disgusting mindset, who only judge people based on their skin color!
Identity Attack0.41975367
Insult0.45135358
Profanity0.07514556
Threat0.008789998
Severe Toxicity0.017287504
Moderate 0.42985553 Constructive 0.601 Moral_Argument
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
What happened? Foreign investors, corrupt politicians and the oppression of the White Christians in our home and native land.
What happened? Foreign investors, corrupt politicians and the oppression of the White Christians in our home and native land.
Identity Attack0.46028158
Insult0.40243408
Profanity0.04216301
Threat0.011508608
Severe Toxicity0.015609037
Moderate 0.4274071 Low Con 0.257
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
White people freaking out because now they know how the native's felt when Europeans showed up on their land.
Identity Attack0.50515443
Insult0.25602314
Profanity0.29209393
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.4274071 Moderate Con 0.32 Identity Attack Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.117874645
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4274071 Constructive 0.557 Identity Attack Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Identity Attack0.5135796
Insult0.2435641
Profanity0.10363861
Threat0.2606104
Severe Toxicity0.023411209
Moderate 0.4269174 Moderate Con 0.331 Identity Attack Moral_Argument
Feb 11, 2026 Inside Canada's Indian Invasion...
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Identity Attack0.48915586
Insult0.33964422
Profanity0.104876526
Threat0.009877442
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.342 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
He called white (pink) Canadians, native . Have some shame 😭😭😭.
He called white (pink) Canadians, native . Have some shame 😭😭😭.
Identity Attack0.4887047
Insult0.3388922
Profanity0.035649836
Threat0.00866054
Severe Toxicity0.018707745
Moderate 0.4269174 Moderate Con 0.301 Identity_Assertion
Feb 9, 2026 248 likes Inside Canada's Indian Invasion...
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
Identity Attack0.50515604
Insult0.30326313
Profanity0.044668075
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.433 Identity Attack
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.