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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: "As a Canadian and an …" 3,707 comments · Page 48 of 149
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally …
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally picked the slowest shmelliest breed to flood are country with , these guys can’t even handle a job at SINGH HORTONS they struggle to make a double double … never mind drive a car , they are the worst drivers too ffs . We want them all gone now
Identity Attack0.22783615
Insult0.344702
Profanity0.051431753
Threat0.02250864
Severe Toxicity0.015479924
Moderate 0.3389984 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Birthright Canadian are imprisoned for standing up, murdered by drunk driver.
Birthright Canadian are imprisoned for standing up, murdered by drunk driver.
Identity Attack0.17381613
Insult0.20668297
Profanity0.04592061
Threat0.2836219
Severe Toxicity0.014511578
Moderate 0.3389984 Low Con 0.27
Sep 8, 2025 Why Canadians Are Turning Against …
Yeah this is disgusting. Unfortunately this is not just a CANADIAN problem, but it’s happening all over the world (by the same people). I’m black but I easily feel like a double minority within the …
Yeah this is disgusting. Unfortunately this is not just a CANADIAN problem, but it’s happening all over the world (by the same people). I’m black but I easily feel like a double minority within the community even though I’ve been born and lived here for 25+ years. I’ve seen my entire neighborhood change (which was diverse in the 90s but still had that comradery and friendliness) change. It’s very isolating now.
Identity Attack0.32768643
Insult0.26957804
Profanity0.08193458
Threat0.0071199946
Severe Toxicity0.010604858
Moderate 0.3389984 Constructive 0.718
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Identity Attack0.37012735
Insult0.24630153
Profanity0.050429728
Threat0.024580594
Severe Toxicity0.014188796
Moderate 0.3389984 Constructive 0.691 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Legal immigrants are also pissed at the amount of refugees. We went through so much to get here. But these folks just get right in and considered Canadians!?
Legal immigrants are also pissed at the amount of refugees. We went through so much to get here. But these folks just get right in and considered Canadians!?
Identity Attack0.316
Insult0.26957804
Profanity0.20700185
Threat0.0072365063
Severe Toxicity0.013801457
Moderate 0.3389984 Constructive 0.509
Jan 8, 2023 1 likes How much do refugees and …
Just like with the rest of our problems here in Canada 🇨🇦; we can’t keep saying “it’s not as bad as the U.S, so it’s ok. No need to panic” - this attitude has to …
Just like with the rest of our problems here in Canada 🇨🇦; we can’t keep saying “it’s not as bad as the U.S, so it’s ok. No need to panic” - this attitude has to end. The standard shouldn’t be that low. We can do better. Responsible Canadians shouldn’t lose their gun rights because of foreign pirates and gangsters.
Identity Attack0.33675182
Insult0.3406697
Profanity0.028230323
Threat0.0101363575
Severe Toxicity0.008010864
Moderate 0.3389984 Moderate Con 0.474 Comparative_Framing
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Identity Attack0.10221587
Insult0.36798462
Profanity0.07191269
Threat0.013113883
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.475 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
So sad filled up with Indies minority Canadians
So sad filled up with Indies minority Canadians
Identity Attack0.3825363
Insult0.22303216
Profanity0.022013342
Threat0.008168601
Severe Toxicity0.013478675
Moderate 0.3389984 Moderate Con 0.324 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
And Canadians voted the same people who did this back into office again. I’m disgusted with my fellow Canadians.
And Canadians voted the same people who did this back into office again. I’m disgusted with my fellow Canadians.
Identity Attack0.32476485
Insult0.25404143
Profanity0.025907494
Threat0.007741391
Severe Toxicity0.008049011
Moderate 0.3389984 Moderate Con 0.431
Jun 19, 2025 9 likes How Canada broke its immigration …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick together with their fellow whites So there’s no nationalism in this country Even though you have Canadian citizenship you will only help someone who has same skin colour like you Indian business will only hire Indians , Indian homeowners will only rent out their own Indian people Indians even force other foreigners to speak their language Hindi or punjabi if they want to live with them India itself is very racist country , few years ago group of Nigerians were arrested and handcuffed like criminals they treat black people like criminals
Identity Attack0.3895355
Insult0.23237456
Profanity0.039407436
Threat0.009566744
Severe Toxicity0.014640691
Moderate 0.3389984 Constructive 0.607 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
Identity Attack0.32184324
Insult0.30797598
Profanity0.052183274
Threat0.0089712385
Severe Toxicity0.011138916
Moderate 0.3389984 Constructive 0.592 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
A fob saying "I have seen no discrimination" is a spit to everybody's face. Get these Khalistan flags out of here. We as Canadians NEVER asked for this.
A fob saying "I have seen no discrimination" is a spit to everybody's face. Get these Khalistan flags out of here. We as Canadians NEVER asked for this.
Identity Attack0.2846865
Insult0.26957804
Profanity0.10982819
Threat0.012337137
Severe Toxicity0.014253352
Moderate 0.3389984 Moderate Con 0.435
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Jst tell your family members overseas to change their names to SINGH and BHUPINDER and you can come to canada im so ashamed to be a Canadian,in the 90’s and early 2000’s how hard it …
Jst tell your family members overseas to change their names to SINGH and BHUPINDER and you can come to canada im so ashamed to be a Canadian,in the 90’s and early 2000’s how hard it was to come into this lovely country but now Indians with all these fake abandoned mall colleges and truck driving schools bring everyone from Mumbai and Punjabi province
Identity Attack0.3817989
Insult0.2679134
Profanity0.02973333
Threat0.008686432
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.448
Sep 30, 2025 1 likes IRCC Names India in Study …
Fat helmet guy for Canadian Prime Minister NOW!!
Fat helmet guy for Canadian Prime Minister NOW!!
Identity Attack0.048995655
Insult0.36798462
Profanity0.036651865
Threat0.010214032
Severe Toxicity0.009002686
Moderate 0.3389984 Low Con 0.192 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own country and take the northern territories with you. You cannot let the communist take such beauty away from the world. The foreigners will destroy that land.
Identity Attack0.37292135
Insult0.16266862
Profanity0.03189224
Threat0.1338057
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian here, you guys have no idea how much immigration has ruined our country. We're hardly able to feed ourselves . Our Canadian born Indians are even just as fed up with it.
Canadian here, you guys have no idea how much immigration has ruined our country. We're hardly able to feed ourselves . Our Canadian born Indians are even just as fed up with it.
Identity Attack0.3895355
Insult0.191015
Profanity0.027273865
Threat0.009644418
Severe Toxicity0.011520386
Moderate 0.3389984 Constructive 0.581 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
CAnadian here. I live in rural Nova Scotia and there are more Indians working in service jobs than "old-stock" Canadians. You cannot hate the Liberal government enough!
CAnadian here. I live in rural Nova Scotia and there are more Indians working in service jobs than "old-stock" Canadians. You cannot hate the Liberal government enough!
Identity Attack0.36733335
Insult0.21602537
Profanity0.02795705
Threat0.009023022
Severe Toxicity0.009460449
Moderate 0.3389984 Constructive 0.703 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
Identity Attack0.4006267
Insult0.10294484
Profanity0.025770858
Threat0.0101363575
Severe Toxicity0.013414118
Moderate 0.3389984 Low Con 0.241 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
The reality is that there are so many Canadian citizens who have been suffering in silence to survive in Canada without any help or support from the Canadian government... The irresponsible Liberal government has allowed …
The reality is that there are so many Canadian citizens who have been suffering in silence to survive in Canada without any help or support from the Canadian government... The irresponsible Liberal government has allowed a massive influx of fraudulent immigrants, fake international students, illegal visitors, and criminals to devastate our peaceful nation and ruin its middle-class citizens' lives without any control... There is no doubt that the Liberals' reckless immigration policy and the broken immigration system have destroyed our peaceful, prosperous, decent, and happy nation since 2015...
Identity Attack0.28883415
Insult0.3406697
Profanity0.021125201
Threat0.010964886
Severe Toxicity0.01159668
Moderate 0.3389984 Constructive 0.51
Jun 26, 2025 1 likes How Canada broke its immigration …
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Identity Attack0.3825363
Insult0.24928534
Profanity0.024677763
Threat0.008712323
Severe Toxicity0.013801457
Moderate 0.3389984 Low Con 0.277
Oct 22, 2025 IRCC Names India in Study …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. Carney is doing squat, just grease your elbows nonsense, bruv can’t even stand for Canadians domestic problems. How can one demographic of people from one nation dominate every work sector.
Identity Attack0.28034934
Insult0.336253
Profanity0.027273865
Threat0.0091524795
Severe Toxicity0.010757446
Moderate 0.3389984 Moderate Con 0.362
Aug 27, 2025 Why Canadians Are Turning Against …
Canadians are having Indian fatigue 😮
Canadians are having Indian fatigue 😮
Identity Attack0.38176915
Insult0.24424846
Profanity0.07870171
Threat0.009048914
Severe Toxicity0.014511578
Moderate 0.3389984 Low Con 0.275 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this country it would be a disgrace. Canadians are tired and are feeling the impact on mass immigration. Government has failed us miserably.
Identity Attack0.20878418
Insult0.29383746
Profanity0.06295506
Threat0.0084793
Severe Toxicity0.009231567
Moderate 0.3389984 Constructive 0.561 Fear_Threat
Jan 27, 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.