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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: "Over the years I have …" 1,624 comments · Page 5 of 65
So bad. Middle East street shitters are literally taking over. Scary to see what the US and Canada will look like 10 years from now.
So bad. Middle East street shitters are literally taking over. Scary to see what the US and Canada will look like 10 years from now.
Identity Attack0.2846865
Insult0.5130944
Profanity0.5381406
Threat0.011767523
Severe Toxicity0.05473421
Moderate 0.5885171 Low Con 0.172 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada has become a f'ing cesspool with all these useless inbred immigrants. The Liberals with the first Trudeau PM started the downfall in the 70's and the second Trudeau PM for the last 10 years. …
Canada has become a f'ing cesspool with all these useless inbred immigrants. The Liberals with the first Trudeau PM started the downfall in the 70's and the second Trudeau PM for the last 10 years. The politicians need to go to jail for causing this to happen and we need to ship all of these immigrants back.
Identity Attack0.4907465
Insult0.57787937
Profanity0.35094926
Threat0.09776353
Severe Toxicity0.067522444
Moderate 0.5885171 Moderate Con 0.322 Insult Fear_Threat
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT OWN CORRUPTED MLA'S PEOPLE AND CORRUPTED RULING PARTY. THESE FKRS GET FUNDING FROM TERRORISTS ORGANIZATIONS EVEN FROM PAKISTAN. THEY HAVE A LONG HISTORY FROM PAKIS WHERE THEIR LEADERS AND GURUS AND THEIR SONS GOT KILLED BECAUSE OF MUSLIM RULERS BUT THEY NEW GEN CHOSE TO SHAKE HANDS WITH PAKIS.. THIS YEAR PM CARNEY IS GOING TO DEAL WITH MODI AND ALL THIS REFERENDUM BULLSHIT YOU SEE .. YOU WONT SEE THAT ANYMORE..
Identity Attack0.5135796
Insult0.57566804
Profanity0.46460027
Threat0.43656045
Severe Toxicity0.45510182
Moderate 0.584095 Low Con 0.256 Identity Attack Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do Canadians continue to vote for the same liberal disastrous government? We needed a change many years ago, but Canadians are deaf, dumb and blind! Our government is actively working 'against' citizens and not …
Why do Canadians continue to vote for the same liberal disastrous government? We needed a change many years ago, but Canadians are deaf, dumb and blind! Our government is actively working 'against' citizens and not 'for' citizens. They have an agenda to replace citizens with these new immigrants who will work for much lower wages. It is all about giving jobs to migrants and for the elite to get richer.
Identity Attack0.45348886
Insult0.6306599
Profanity0.12286829
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.584095 Moderate Con 0.478 Insult Policy_Critique
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
the corrupt liberals have been calling Canadians names such as racist, with all kinds of phobias for 15 years, stand up Canada against this silly name calling and ignore it
the corrupt liberals have been calling Canadians names such as racist, with all kinds of phobias for 15 years, stand up Canada against this silly name calling and ignore it
Identity Attack0.29798782
Insult0.6306599
Profanity0.12551236
Threat0.009178371
Severe Toxicity0.021031776
Moderate 0.5779532 Low Con 0.251 Insult Policy_Critique
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Everywhere I travel around Edmonton now I see completely useless hijab africans ALL OVER THE CITY in four years when their $80,000 a year free taxpayer dollars runs out WHAT ARE THEY GOING TO DO
Everywhere I travel around Edmonton now I see completely useless hijab africans ALL OVER THE CITY in four years when their $80,000 a year free taxpayer dollars runs out WHAT ARE THEY GOING TO DO
Identity Attack0.55044734
Insult0.54471385
Profanity0.13873272
Threat0.01119791
Severe Toxicity0.035007052
Moderate 0.57271194 Low Con 0.294 Identity Attack Insult
Jun 18, 2025 3 likes How Canada broke its immigration …
""CANADIAN GOV IS SO MESSED UP"" Reson as all watched. And my reason is I tried to stop some family from moving here using FAKE FRAUDULENT documents few years back but guess what THOSE F*****S …
""CANADIAN GOV IS SO MESSED UP"" Reson as all watched. And my reason is I tried to stop some family from moving here using FAKE FRAUDULENT documents few years back but guess what THOSE F*****S are here and I blame the GOV for not doing their due diligence and especially when I wrote multiple emails to the immigrations FRAUDULENT department more then once and when these ppl moved here it was like slap in the face.. THANK YOU CANADA
Identity Attack0.35299334
Insult0.5130944
Profanity0.43744424
Threat0.27637172
Severe Toxicity0.16960317
Moderate 0.5721988 Constructive 0.55 Insult Personal_Narrative
Sep 6, 2025 3 likes Why Canadians Are Turning Against …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the "bike guy," we're tired of mass immigration of these people who....ALL.....VOTE.....LIBERAL. This is how clowns like Justine Trudeau got into power. Immigrants keep voting for the "open border Liberals. DEPORT THEM ALL.
Identity Attack0.4911651
Insult0.5723624
Profanity0.10240069
Threat0.11922921
Severe Toxicity0.023974609
Moderate 0.5721988 Constructive 0.556 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Grandpa carney the 12 e t a r d with the posture of a 90 year old and the face of a stroke victim 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Grandpa carney the 12 e t a r d with the posture of a 90 year old and the face of a stroke victim 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Identity Attack0.1294935
Insult0.5145894
Profanity0.3547165
Threat0.064969026
Severe Toxicity0.16960317
Moderate 0.5721988 Low Con 0.181 Insult
Jan 3, 2026 1 likes New rules, regulations take effect …
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, …
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, rude, and dirty. Would not go back.
Identity Attack0.5203519
Insult0.5739874
Profanity0.1067334
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.5721988 Constructive 0.538 Identity Attack Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
So sad what's happening in this country with these criminals scumbag government,I only lived here for 15 years but what I see happening is beyond belief
So sad what's happening in this country with these criminals scumbag government,I only lived here for 15 years but what I see happening is beyond belief
Identity Attack0.22063516
Insult0.6120431
Profanity0.35094926
Threat0.011353259
Severe Toxicity0.02411546
Moderate 0.5721988 Moderate Con 0.462 Insult Personal_Narrative
Aug 27, 2025 9 likes Why Canadians Are Turning Against …
40k+ international students dumped into the Cambridge/Guelph area in 1 year alone.. Wtf did they think would happen. The libs need a swift kick in the head for what they've done to Canada. 🤡🤡🤡 😡🤬
40k+ international students dumped into the Cambridge/Guelph area in 1 year alone.. Wtf did they think would happen. The libs need a swift kick in the head for what they've done to Canada. 🤡🤡🤡 😡🤬
Identity Attack0.12440576
Insult0.39743927
Profanity0.39409557
Threat0.56065804
Severe Toxicity0.16960317
Moderate 0.5721988 Moderate Con 0.351 Threat
Sep 10, 2025 Why Canadians Are Turning Against …
And yet the liberals/ndp keep getting voted in.... I have no pity for the global landmass formally known as "canada". If I had the money I would have left this shithole 10 years ago.
And yet the liberals/ndp keep getting voted in.... I have no pity for the global landmass formally known as "canada". If I had the money I would have left this shithole 10 years ago.
Identity Attack0.18313584
Insult0.5130944
Profanity0.5188411
Threat0.011353259
Severe Toxicity0.02491361
Moderate 0.5716857 Moderate Con 0.318 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I've been against Muslim immigrants for 30 years. I read the sick Quron early.
I've been against Muslim immigrants for 30 years. I read the sick Quron early.
Identity Attack0.6220118
Insult0.47384647
Profanity0.17241211
Threat0.013579931
Severe Toxicity0.03680043
Moderate 0.5716857 Moderate Con 0.438 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
The effects of 10 years of Justin Trudeau may never be repaired. Ten years of an underqualified, incompetent pedophile has destroyed this country.
The effects of 10 years of Justin Trudeau may never be repaired. Ten years of an underqualified, incompetent pedophile has destroyed this country.
Identity Attack0.08583717
Insult0.6308392
Profanity0.1110661
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.568186 Low Con 0.193 Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
They allowed the vid back , been living in Brampton 35 years seen it go from nice to trash as soon as it got filled with Indians
They allowed the vid back , been living in Brampton 35 years seen it go from nice to trash as soon as it got filled with Indians
Identity Attack0.5612457
Insult0.48627716
Profanity0.32299677
Threat0.012699619
Severe Toxicity0.13599765
Moderate 0.568186 Moderate Con 0.398 Identity Attack Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
ALLOWED Disability rates after not having a job for a year!! WTF....Your crazy! Possibly it could destabilize regional area's, Economy, culture and stability. I've seen it here in SAINT JOHN NB.
ALLOWED Disability rates after not having a job for a year!! WTF....Your crazy! Possibly it could destabilize regional area's, Economy, culture and stability. I've seen it here in SAINT JOHN NB.
Identity Attack0.03223813
Insult0.5678696
Profanity0.4185329
Threat0.010214032
Severe Toxicity0.023552058
Moderate 0.56269526 Constructive 0.626 Insult
Jul 17, 2018 How much do refugees and …
That's how pissed the original "Indians" were when these white hicks showed up 150+ years ago.
That's how pissed the original "Indians" were when these white hicks showed up 150+ years ago.
Identity Attack0.5698139
Insult0.5130944
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.257 Identity Attack Insult
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This haplened over decades of bringing in millions of immigrants a year .. last year they brought over half a million immigrants even though we have a housing crisis .. once again due to mass …
This haplened over decades of bringing in millions of immigrants a year .. last year they brought over half a million immigrants even though we have a housing crisis .. once again due to mass immigration .. just stop bringing in temp workers just because they're subsidized.. send the shit immigrants back home .. we will have more jobs for the people that are actually born here .. there will be places for our citizens to live ... all these things our citizens should have .. It just needs to stop Canadian women need to spread their legs and produce more kids .. but can't do that because no one is able to support another person .. because we cannot even support ourselves due to the lack of jobs and places because of immigrants
Identity Attack0.46028158
Insult0.5101222
Profanity0.47435758
Threat0.053330876
Severe Toxicity0.16960317
Moderate 0.55739564 Moderate Con 0.426 Insult
Sep 8, 2025 Why Canadians Are Turning Against …
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Sending all Indian who came in Canada in the last two three years they will ruin our country, you and I have to pay for Thier social assistance and health care,all scammer a Came Canada
Identity Attack0.6007182
Insult0.5130944
Profanity0.12374964
Threat0.050744623
Severe Toxicity0.08332442
Moderate 0.55739564 Moderate Con 0.31 Identity Attack Insult Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING. I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Identity Attack0.5135796
Insult0.41530323
Profanity0.570067
Threat0.013010317
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.615 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Identity Attack0.45610145
Insult0.5393265
Profanity0.48510036
Threat0.026479885
Severe Toxicity0.16960317
Moderate 0.5566829 Constructive 0.686 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
That women in green t shirt is so useless that she couldn’t even learn English after living here for so many years and her accent is very much indian. However she has the audacity to …
That women in green t shirt is so useless that she couldn’t even learn English after living here for so many years and her accent is very much indian. However she has the audacity to say “new immigrants “ are bad..
Identity Attack0.5135796
Insult0.54525656
Profanity0.21456863
Threat0.009696201
Severe Toxicity0.02373986
Moderate 0.5559701 Moderate Con 0.372 Identity Attack Insult
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
When i immigrated here amost 30 years ago, not a single $ was given to me by the stupid government. I have money to support myself, that's the rule before paid landing fee and must …
When i immigrated here amost 30 years ago, not a single $ was given to me by the stupid government. I have money to support myself, that's the rule before paid landing fee and must have money of my own to spend for couple of months besides me passing the point system from my home country. Now these people coming is given thousands of dollars😡
Identity Attack0.20878418
Insult0.56997263
Profanity0.2882351
Threat0.009126588
Severe Toxicity0.02258113
Moderate 0.5559701 Constructive 0.589 Insult Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE …
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE NUMBERS......THERE ARE SUBURBS IN MELBOURNE WHERE YOU SEE ONLY INDIANS !
Identity Attack0.6007182
Insult0.40189892
Profanity0.22105443
Threat0.03856628
Severe Toxicity0.16960317
Moderate 0.5559701 Moderate Con 0.453 Identity Attack 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.