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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

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

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Active: "I am a muslim and …" 526 comments · Page 8 of 22
don't worry australia have a muslim invasion it is far worse
don't worry australia have a muslim invasion it is far worse
Identity Attack0.57150364
Insult0.3493834
Profanity0.22572558
Threat0.05430072
Severe Toxicity0.05832097
Moderate 0.50789946 Low Con 0.223 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The world over muslims migrated to the west while in recent times RSS, VHP, Bajrang dal, hindu goons are spreading their tentacles to destroy the west.
The world over muslims migrated to the west while in recent times RSS, VHP, Bajrang dal, hindu goons are spreading their tentacles to destroy the west.
Identity Attack0.55044734
Insult0.4810288
Profanity0.28364125
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50789946 Low Con 0.185 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
I completely agree with the black fella in the beginning. I am from Guyana and sadden to see the direction this country is heading. Specifically Hindus, Muslims and Sikhs. It is a mistake letting these …
I completely agree with the black fella in the beginning. I am from Guyana and sadden to see the direction this country is heading. Specifically Hindus, Muslims and Sikhs. It is a mistake letting these people in, they bring no value to this country.
Identity Attack0.58354634
Insult0.42743355
Profanity0.16729468
Threat0.0347677
Severe Toxicity0.04666401
Moderate 0.50789946 Constructive 0.697 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
Identity Attack0.5689151
Insult0.29383746
Profanity0.20139475
Threat0.027170537
Severe Toxicity0.0475607
Moderate 0.50789946 Moderate Con 0.348 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are not as bad as muslims or blacks. They don't stab you or blow you up, worst case scenario they will mow you down with a semi truck.
Indians are not as bad as muslims or blacks. They don't stab you or blow you up, worst case scenario they will mow you down with a semi truck.
Identity Attack0.57150364
Insult0.34782293
Profanity0.24341469
Threat0.49142194
Severe Toxicity0.12809667
Moderate 0.50759226 Low Con 0.188 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I think you first have to think about Muslim who every day taking your women Indian never invade any country but Muslim do 😂😂😂😂
I think you first have to think about Muslim who every day taking your women Indian never invade any country but Muslim do 😂😂😂😂
Identity Attack0.55044734
Insult0.2735258
Profanity0.16450337
Threat0.06593887
Severe Toxicity0.11756202
Moderate 0.50759226 Low Con 0.278 Identity Attack Unverified_Claim
Feb 27, 2026 Inside Canada's Indian Invasion...
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Identity Attack0.53446084
Insult0.48228607
Profanity0.13168186
Threat0.039602257
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.343 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
Better to have 10,000 Indians at home than 1 Muslim. Some indians are a bit dirty, but they are mostly good people and hardworking people
Better to have 10,000 Indians at home than 1 Muslim. Some indians are a bit dirty, but they are mostly good people and hardworking people
Identity Attack0.56711763
Insult0.4378843
Profanity0.22653213
Threat0.028897164
Severe Toxicity0.06488878
Moderate 0.50503236 Constructive 0.514 Identity Attack Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
RAINBOW Color Flag is to be blamed when there are no kids. Too many Rainbow colors. That Muslim guy was right ...IN YOUR FACE
RAINBOW Color Flag is to be blamed when there are no kids. Too many Rainbow colors. That Muslim guy was right ...IN YOUR FACE
Identity Attack0.49032792
Insult0.39297962
Profanity0.15985115
Threat0.20544581
Severe Toxicity0.0912254
Moderate 0.50503236 Low Con 0.259
Dec 22, 2025 Why Canadians Are Turning Against …
I would rather them over Muslims and africans all day 😂😂😂
I would rather them over Muslims and africans all day 😂😂😂
Identity Attack0.57554024
Insult0.24928534
Profanity0.20916378
Threat0.13566011
Severe Toxicity0.055630904
Moderate 0.50503236 Low Con 0.257 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
How dare those Muslims block of streets because they want to pray. It's all deliberate to show Canadians they won't be told what to do by kafirs. You don't need to treat them with respect …
How dare those Muslims block of streets because they want to pray. It's all deliberate to show Canadians they won't be told what to do by kafirs. You don't need to treat them with respect when you know they hate whites, Christians and anyone else who won't bow down to Islamists.
Identity Attack0.58354634
Insult0.36798462
Profanity0.1413768
Threat0.023026628
Severe Toxicity0.023076924
Moderate 0.5024724 Moderate Con 0.36 Identity Attack Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Probably have the best food!!!! And at least theyre not muslims
Probably have the best food!!!! And at least theyre not muslims
Identity Attack0.5948528
Insult0.27558193
Profanity0.16217725
Threat0.013269233
Severe Toxicity0.038593806
Moderate 0.5024724 Low Con 0.286 Identity Attack
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Let's just say the basic premise. No one wants Indians, Muslims, or Sub-Saharan Africans in their country. No one. No matter what they say. what they may say.
Let's just say the basic premise. No one wants Indians, Muslims, or Sub-Saharan Africans in their country. No one. No matter what they say. what they may say.
Identity Attack0.5948528
Insult0.32682732
Profanity0.12286829
Threat0.048158366
Severe Toxicity0.07542343
Moderate 0.4977744 Low Con 0.2 Identity Attack Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
illegal Hindus and Sikh is better than legal muslims.
illegal Hindus and Sikh is better than legal muslims.
Identity Attack0.5948528
Insult0.3470427
Profanity0.15195307
Threat0.019573374
Severe Toxicity0.051147457
Moderate 0.4977744 Low Con 0.203 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Better than a muslim invasion i can tell ya that
Better than a muslim invasion i can tell ya that
Identity Attack0.57150364
Insult0.2838064
Profanity0.18049006
Threat0.06238277
Severe Toxicity0.12282934
Moderate 0.4977744 Low Con 0.23 Identity Attack Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
IDK I wouldn't mind a Sikh or Hindu immigration problem, as long as they all eventually assimilated to the Canadian way of life. They should be happy they're not Muslim refugees. Though I notice they …
IDK I wouldn't mind a Sikh or Hindu immigration problem, as long as they all eventually assimilated to the Canadian way of life. They should be happy they're not Muslim refugees. Though I notice they have those undesirables in Canada as well.
Identity Attack0.5913144
Insult0.41530323
Profanity0.10023434
Threat0.01187109
Severe Toxicity0.02373986
Moderate 0.49139655 Constructive 0.595 Identity Attack Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Although I dislike this, I still prefer this over muslims.
Although I dislike this, I still prefer this over muslims.
Identity Attack0.58743036
Insult0.25800487
Profanity0.1811049
Threat0.014048163
Severe Toxicity0.024631912
Moderate 0.49139655 Moderate Con 0.38 Identity Attack Identity_Assertion
Dec 4, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
‏‪4:58‬‏ How obsessed you are with Muslims, you so-called civilized Epsteins!
‏‪4:58‬‏ How obsessed you are with Muslims, you so-called civilized Epsteins!
Identity Attack0.48915586
Insult0.40243408
Profanity0.25549942
Threat0.033386398
Severe Toxicity0.072789766
Moderate 0.4850187 Low Con 0.259 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
Indian Hindus spread all over UK USA CANADA AUSTRALIA NEWZELAND buttering locals/Authorities, spreading rumours, creating false negatives about Muslims, while scamming and committing all financial frauds.
Indian Hindus spread all over UK USA CANADA AUSTRALIA NEWZELAND buttering locals/Authorities, spreading rumours, creating false negatives about Muslims, while scamming and committing all financial frauds.
Identity Attack0.55044734
Insult0.40243408
Profanity0.11354194
Threat0.04718852
Severe Toxicity0.027833538
Moderate 0.4850187 Low Con 0.291 Identity Attack Unverified_Claim
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
The government is useless I can't believe you guys allow this🤦🏽‍♀️So what is Canada to you guys? Your pockets??💰 These people already have a home there's no need for them to bring their home. There's …
The government is useless I can't believe you guys allow this🤦🏽‍♀️So what is Canada to you guys? Your pockets??💰 These people already have a home there's no need for them to bring their home. There's nothing wrong with practicing in your home. If the tables were to turn if Canadians came to do the same to their country they would flip. Which is easy for the Muslim to do the same 🤔 All they're doing is setting an example by teaching their children to hate even more. Segregation, dominance, and arrogance is not the way in Canada. Every Nation comes here just as they come here as well too. If they miss their home so bad go back!!! No need for this terrible 😔
Identity Attack0.4508763
Insult0.5130944
Profanity0.12639372
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.4850187 Constructive 0.591 Insult Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I love Indian food too. Better to have them (the Hindu, Sikhs, and the very few Christian and Jewish ones) than the Muslims.
I love Indian food too. Better to have them (the Hindu, Sikhs, and the very few Christian and Jewish ones) than the Muslims.
Identity Attack0.5983441
Insult0.2838064
Profanity0.16496858
Threat0.021472665
Severe Toxicity0.028730227
Moderate 0.4838166 Constructive 0.578 Identity Attack Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear …
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear such rhetoric when a significant portion of the workforce and healthcare system , the people serving Canadians every day, are Muslim and/or African.
Identity Attack0.50515443
Insult0.4810288
Profanity0.055940874
Threat0.007029374
Severe Toxicity0.017997624
Moderate 0.4826145 Constructive 0.773 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians have no tolerance for their own minorities. Their religion and DNA is racist and caste based. Muslims and Christians are treated as untouchables. Even low caste Hindus are maltreated and considered unclean like minorities. …
Indians have no tolerance for their own minorities. Their religion and DNA is racist and caste based. Muslims and Christians are treated as untouchables. Even low caste Hindus are maltreated and considered unclean like minorities. Just imagine Canada becoming a caste society. Canada is ruined.
Identity Attack0.57150364
Insult0.40243408
Profanity0.07514556
Threat0.013528148
Severe Toxicity0.023364257
Moderate 0.4826145 Moderate Con 0.346 Identity Attack
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you …
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you are not welcome. Your ancestors did not die fighting off the Americans. One ran over my dog with transport, next day I see 1 on cam while driving tell me they crash by using social media while they drive, talking to me on social media. Ever since Timmies stopped hiring Whites, my order takes 15x longer to get.
Identity Attack0.5612457
Insult0.36798462
Profanity0.110447146
Threat0.13815513
Severe Toxicity0.04666401
Moderate 0.48141238 Constructive 0.519 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. …
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. Indians may be overwhelming Canada. But at least they’re not bringing the demonic cult of Islam, and all its backward crooked ways and imposing it on the culture
Identity Attack0.55044734
Insult0.46923602
Profanity0.17520344
Threat0.012026439
Severe Toxicity0.023645958
Moderate 0.48141238 Moderate Con 0.371 Identity Attack Fear_Threat
Jan 29, 2026 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.