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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: "why does she just keep …" 628 comments · Page 13 of 26
04:00 I keep wanting to have someone fully describe what white folks mean when they refer to their “culture, values, and way of life”, so I can understand what does or doesn’t make they different …
04:00 I keep wanting to have someone fully describe what white folks mean when they refer to their “culture, values, and way of life”, so I can understand what does or doesn’t make they different from myself or other groups, aside from our respective phenotype.
Identity Attack0.27991617
Insult0.054962315
Profanity0.07740857
Threat0.00948907
Severe Toxicity0.008468628
Low Tox 0.2359567 Constructive 0.566
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
Letting in too many at a time makes them not integrate properly into our society. They keep among themselves and this is what happened. Another Liberal made disaster.
Letting in too many at a time makes them not integrate properly into our society. They keep among themselves and this is what happened. Another Liberal made disaster.
Identity Attack0.10221587
Insult0.11172232
Profanity0.016752819
Threat0.011042561
Severe Toxicity0.0044441223
Low Tox 0.23451406 Low Con 0.249
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
CANADA IS NOT SAFE ANYMORE AS THE GOVERNMENT KEEP INVITING STUDENTS AND IMMIGRANTS
CANADA IS NOT SAFE ANYMORE AS THE GOVERNMENT KEEP INVITING STUDENTS AND IMMIGRANTS
Identity Attack0.22707681
Insult0.06921569
Profanity0.013302735
Threat0.007327127
Severe Toxicity0.0059127808
Low Tox 0.23451406 Low Con 0.272 Fear_Threat
Oct 12, 2025 IRCC Names India in Study …
We have Cartels and terrorists walking around freely all over Canada, no kidding they are taking steps to keep them out.
We have Cartels and terrorists walking around freely all over Canada, no kidding they are taking steps to keep them out.
Identity Attack0.04480854
Insult0.049173255
Profanity0.00024307244
Threat0.014124937
Severe Toxicity0.000015487389
Low Tox 0.2333443
Dec 8, 2025 21 likes
WE WERE ALL IMMIGRANTS IN CANADA when our families first moved here..we had to take new last names which was what your new occupation just became entering Canada..no matter where you came from..NOW you keep …
WE WERE ALL IMMIGRANTS IN CANADA when our families first moved here..we had to take new last names which was what your new occupation just became entering Canada..no matter where you came from..NOW you keep your family name occupation and standard of living..new immigrants ..you got it easy...my family had to assimulate,work hard and establish ..do it yourself housing and rig up equipment to work with..the first white men dealing with natives...on and on...
Identity Attack0.2774022
Insult0.06319981
Profanity0.018597418
Threat0.00899713
Severe Toxicity0.006790161
Low Tox 0.2330714 Constructive 0.753
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Because Liberal government did not plan properly Let millions of immigrants in while not planning housing and medical Care Canadian keep voting in liberal It is Canadian's fault
Because Liberal government did not plan properly Let millions of immigrants in while not planning housing and medical Care Canadian keep voting in liberal It is Canadian's fault
Identity Attack0.23770751
Insult0.07745308
Profanity0.01354185
Threat0.007521313
Severe Toxicity0.004463196
Low Tox 0.23271075 Low Con 0.289
Dec 31, 2025 1 likes Why Canadians Are Turning Against …
"We need more immigrants to keep up with the economy." "The economy is bad because of an influx of immigrants." "We need more immigrants to keep up with the economy."
"We need more immigrants to keep up with the economy." "The economy is bad because of an influx of immigrants." "We need more immigrants to keep up with the economy."
Identity Attack0.2331515
Insult0.06424874
Profanity0.017504321
Threat0.007832011
Severe Toxicity0.0059890747
Low Tox 0.23271075 Moderate Con 0.346 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians agree liberals destroyed our immigration system yet they keep voting liberal
Canadians agree liberals destroyed our immigration system yet they keep voting liberal
Identity Attack0.17614605
Insult0.082619295
Profanity0.016616182
Threat0.010835429
Severe Toxicity0.0042915344
Low Tox 0.23235008 Low Con 0.262 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Why does he keep having to say Poon Job, when he clearly knows how to pronounce it.
Why does he keep having to say Poon Job, when he clearly knows how to pronounce it.
Identity Attack0.0035517942
Insult0.14331897
Profanity0.10054382
Threat0.006822242
Severe Toxicity0.004558563
Low Tox 0.23198941 Low Con 0.249 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming in. They just don’t give a f$@* about Canadian laws because no one has seen any consequences!
Identity Attack0.053399716
Insult0.082619295
Profanity0.257327
Threat0.0072753434
Severe Toxicity0.007171631
Low Tox 0.23162876 Constructive 0.59 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
We’re done with DEI and we’re done with all the antisemitism and want whomever they can deport that are protesting for Palestine and keep foreign issues out of our country and deal with our own🇨🇦
We’re done with DEI and we’re done with all the antisemitism and want whomever they can deport that are protesting for Palestine and keep foreign issues out of our country and deal with our own🇨🇦
Identity Attack0.22783615
Insult0.061626412
Profanity0.034146797
Threat0.019573374
Severe Toxicity0.008087158
Low Tox 0.23162876 Moderate Con 0.365
Aug 25, 2025 45 likes Why Canadians Are Turning Against …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing your domestic and foreign policy, start electing own people, take over your country and bring their culture, domestic conflicts, religious extremism, communalism, misogyny, lack of hygiene, lawlessness in your country also. And cry victimhood and call everyone racist when they are finally held accountable.
Identity Attack0.10409598
Insult0.15414265
Profanity0.01887069
Threat0.010809537
Severe Toxicity0.0065994263
Low Tox 0.23090743 Moderate Con 0.396 Fear_Threat
Oct 2, 2025 Why Canadians Are Turning Against …
I'm white and obviously it's not all Indians, but the only demographic I've experienced racism and prejudice from are Indians. I try to remember to keep an open mind as generalizing is wrong, but it's …
I'm white and obviously it's not all Indians, but the only demographic I've experienced racism and prejudice from are Indians. I try to remember to keep an open mind as generalizing is wrong, but it's getting harder and harder especially since majority of staff in jobs I worked recently are prejudiced and stick to their own ranks. Good journalism M8 I can't believe you put yourself in that situation at the end
Identity Attack0.26663736
Insult0.06477321
Profanity0.047173142
Threat0.00948907
Severe Toxicity0.00667572
Low Tox 0.22846605 Constructive 0.822 Personal_Narrative
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
To keep the left in power AND extreme humanist ideologists destroyed the system. This country is done!
To keep the left in power AND extreme humanist ideologists destroyed the system. This country is done!
Identity Attack0.084182754
Insult0.08533409
Profanity0.016547862
Threat0.01940071
Severe Toxicity0.0049972534
Low Tox 0.22445217 Low Con 0.199 Fear_Threat
Jun 18, 2025 1 likes How Canada broke its immigration …
This is so horrifying. Why do western people keep letting this happen to their countries?
This is so horrifying. Why do western people keep letting this happen to their countries?
Identity Attack0.10221587
Insult0.06372428
Profanity0.050680235
Threat0.009230154
Severe Toxicity0.0049972534
Low Tox 0.22445217 Moderate Con 0.338 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Keep Canada Canada do not change it into india please. If we want India we go to India. When I visit Canada I wanna visit Canada not India. Live free there practice your religion and …
Keep Canada Canada do not change it into india please. If we want India we go to India. When I visit Canada I wanna visit Canada not India. Live free there practice your religion and traditions, but respect canadians and do not turn their country into India, please...
Identity Attack0.28034934
Insult0.0573046
Profanity0.017845914
Threat0.0069905366
Severe Toxicity0.0047302246
Low Tox 0.22311419 Constructive 0.607 Identity_Assertion
Mar 1, 2026 3 likes Inside Canada's Indian Invasion...
Could you just make a video where you don't risk your life, Tyler? That's crazy dedication bro. I'd say keep it up but more importantly stay safe brother!
Could you just make a video where you don't risk your life, Tyler? That's crazy dedication bro. I'd say keep it up but more importantly stay safe brother!
Identity Attack0.009249465
Insult0.07491849
Profanity0.057944927
Threat0.02613456
Severe Toxicity0.0065994263
Low Tox 0.22043827 Constructive 0.645
Jan 27, 2026 Inside Canada's Indian Invasion...
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's …
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's true for every immigrant community that emigrated from Europe as well. You have Irish immigrant towns, little Italy's, China towns, little India's, polish neighborhoods in Chicago etc ...these kind of neighborhoods are all over north America (USA & Canada). This is natural. Assimilation happens in 1 or 2 generations. Economic expansion and fulfilling social security benefits for the older generation needs population growth and a new younger workforce. This is achieved thru immigration of skilled labor force of all kinds. Population dynamics and demographics keep changing all the time and it has happened thru out human history. Now we are living in an interconnected and inter dependent world. It's better to adapt to change and move on and retain your loyalty to the country they migrated to and contribute positively to their economy and try to assimilate as much as possible and be aware of the sensitivities. This new immigration is from Asia and they are of different ethnicities and cultural background unlike european immigration that happened earlier. So some backlash to these new people's is to be expected and there will be lot of scapegoating and stereotypical epithets that will employed to demonize the new immigrant groups. We all have to adjust assimilate and move on in this great circle of life.
Identity Attack0.18705739
Insult0.08582769
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.2191003 Constructive 0.732 Comparative_Framing
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Identity Attack0.043839492
Insult0.123407245
Profanity0.014600786
Threat0.014911477
Severe Toxicity0.004425049
Low Tox 0.21776234 Moderate Con 0.307 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be …
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be and if thats in her home country , so be it , its a luxury that she even lived anywhere else , many other people dont get that luxury or chance AND it is NOT on the host nation to keep you infinitely because you like it there.
Identity Attack0.040745795
Insult0.08558089
Profanity0.039407436
Threat0.010421164
Severe Toxicity0.005455017
Low Tox 0.21642438 Constructive 0.593 Policy_Critique
Feb 21, 2026 Canada's tighter immigration policy divides …
Immigrants should keep their culture eithin their house and communities, but all canadians have to respect all culture if they are not nuisance to other people that they dont belong to your culture.
Immigrants should keep their culture eithin their house and communities, but all canadians have to respect all culture if they are not nuisance to other people that they dont belong to your culture.
Identity Attack0.26833034
Insult0.071116626
Profanity0.017504321
Threat0.0071717775
Severe Toxicity0.00459671
Low Tox 0.21374844 Constructive 0.534
Oct 6, 2025 Why Canadians Are Turning Against …
Canada needs millions deported, the cost will be less than keeping them here.
Canada needs millions deported, the cost will be less than keeping them here.
Identity Attack0.15945168
Insult0.053791173
Profanity0.014942379
Threat0.03718498
Severe Toxicity0.007896423
Low Tox 0.21241048 Low Con 0.194
Dec 24, 2025 1 likes Deportations From Canada at Their …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
its the same over in the UK they have all this info and yet it just keep happening. its funny how easy it is to get hold of these trafficker's
its the same over in the UK they have all this info and yet it just keep happening. its funny how easy it is to get hold of these trafficker's
Identity Attack0.06158508
Insult0.12159709
Profanity0.051431753
Threat0.010395273
Severe Toxicity0.0046920776
Low Tox 0.20572066 Moderate Con 0.365 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why he keeps them in their respective portfolio? But he absolutely needs to be also removed He is doing so much harm to Canada as this 70 yr old has never seen in her entire adult life He has done nothing to repair the relationship with USA Which he has to repair No instead he is working on China Go figure why Because they are a communist regime Whereas the USA is a democracy and solvant democracy such as our own and as far back Canada use to have a rather strong relationship with them But now its not Why? These are the kind of questions that should be asked Why Because CTV and CBC Are our CNN NBC Equivalent of fake news And totally Libéral bias
Identity Attack0.010063417
Insult0.16751462
Profanity0.020168742
Threat0.013631714
Severe Toxicity0.0051498413
Low Tox 0.20312156 Moderate Con 0.448 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.