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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: "The "immigrants" are not the …" 3,653 comments · Page 58 of 147
Immigrants are not gays.
Immigrants are not gays.
Identity Attack0.38318536
Insult0.1469393
Profanity0.19155724
Threat0.008065036
Severe Toxicity0.013672344
Moderate 0.3140926 Low Con 0.197
Sep 2, 2025 Why Canadians Are Turning Against …
I don’t see any aboriginal Canadian complaining but Immigrants complaining about other immigrants which is rich 😂 You don’t expect Indians to live like swedes or french do you ?
I don’t see any aboriginal Canadian complaining but Immigrants complaining about other immigrants which is rich 😂 You don’t expect Indians to live like swedes or french do you ?
Identity Attack0.3817989
Insult0.15414265
Profanity0.024609445
Threat0.0066733654
Severe Toxicity0.008392334
Moderate 0.3140926 Moderate Con 0.377
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants are not the problem, the fake "refugees" and asylum seekers are.
Immigrants are not the problem, the fake "refugees" and asylum seekers are.
Identity Attack0.22529276
Insult0.08483342
Profanity0.00015808611
Threat0.00077133405
Severe Toxicity0.000009903386
Moderate 0.3129707 Identity_Assertion
Apr 16, 2025 1 likes
So out of the 500-600,000 being let in every year over the last 10 yrs.... You do the math.... Explains the increase in crime nation wide and the reason BILLIONS are being spent by tax …
So out of the 500-600,000 being let in every year over the last 10 yrs.... You do the math.... Explains the increase in crime nation wide and the reason BILLIONS are being spent by tax payers for the millions of immigrants and fake refugees. I can't get a loan for 10,000 but they get 80,000 a year FREE... This country is being destroyed
Identity Attack0.26494437
Insult0.18977246
Profanity0.022218296
Threat0.019228047
Severe Toxicity0.010375977
Moderate 0.3127066 Constructive 0.505
Nov 27, 2025 Thousands of refugees allowed into …
Immigration should be stopped and all illegals deported until this country gets back to some sort of normalcy.
Immigration should be stopped and all illegals deported until this country gets back to some sort of normalcy.
Identity Attack0.36598656
Insult0.07333439
Profanity0.026044132
Threat0.06593887
Severe Toxicity0.01412424
Moderate 0.3127066 Low Con 0.168 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
All immigrants need to be assimilated like our ancestors were forced to speak English not allowed to do their ceremonies why are they not doing that to immigrants? This is not their country if so …
All immigrants need to be assimilated like our ancestors were forced to speak English not allowed to do their ceremonies why are they not doing that to immigrants? This is not their country if so proud of your original country go back n fight for it all of yous look at your history n go back to it
Identity Attack0.36702603
Insult0.107333586
Profanity0.030890211
Threat0.014393489
Severe Toxicity0.015157142
Moderate 0.3127066 Moderate Con 0.448
Aug 28, 2025 Why Canadians Are Turning Against …
Exactly you can't take care of the ones that were here from the beginning yet the immigrants get way better treatment. Canada rise up! Start making things difficult for them. They will backstab you in …
Exactly you can't take care of the ones that were here from the beginning yet the immigrants get way better treatment. Canada rise up! Start making things difficult for them. They will backstab you in 2 seconds especially the ones that are clearly absurdly abusing the system.
Identity Attack0.15303208
Insult0.24630153
Profanity0.03915693
Threat0.16067244
Severe Toxicity0.010681152
Moderate 0.3127066 Moderate Con 0.435 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation …
They need to work to get to our country, they need to contribute to society and assimilate with white people here. If you come to this country and not try to learn or attempt assimilation with everybody that already has, I think immigration is a great thing, but they need to be FORCED to learn english, they need to be FORCED to learn our culture and our religion.
Identity Attack0.3780483
Insult0.07428485
Profanity0.08064143
Threat0.018710058
Severe Toxicity0.01644827
Moderate 0.31132057 Moderate Con 0.404
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
Identity Attack0.2831485
Insult0.13607834
Profanity0.0864606
Threat0.010576514
Severe Toxicity0.013478675
Moderate 0.31132057 Moderate Con 0.492 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
2:12 those are the kind of immigrants I don’t mind
2:12 those are the kind of immigrants I don’t mind
Identity Attack0.28883415
Insult0.08434689
Profanity0.07191269
Threat0.011223801
Severe Toxicity0.013285006
Moderate 0.31132057 Low Con 0.268 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how …
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how our lovely country is going down hill because of the mistakes of our government not screening the immigrants coming to this country. We’re sick and tired of the mess this has done to our country. My son is almost 40, born in Canada and is facing the sane dilemma as our fellow Canadians. We must do some reform with our immigration.
Identity Attack0.27991617
Insult0.24928534
Profanity0.035649836
Threat0.009747985
Severe Toxicity0.011367798
Moderate 0.31132057 Constructive 0.597 Identity_Assertion
Sep 15, 2025 Why Canadians Are Turning Against …
STOP ALL IMMIGRATION INCLUDING REFUGEES AND ASYLUM SEEKERS UNTIL THE DEBT IS GONE
STOP ALL IMMIGRATION INCLUDING REFUGEES AND ASYLUM SEEKERS UNTIL THE DEBT IS GONE
Identity Attack0.31892163
Insult0.06739554
Profanity0.02208166
Threat0.021300001
Severe Toxicity0.015221698
Moderate 0.31132057 Low Con 0.239 Call_To_Action
Feb 24, 2026 1 likes 'We do know that there's …
As an Indian living in India, i feel so sad about the Canadian people who have suffered because of few dishonest Indians or asians who wont pay proper taxes, who wont mingle with local people, …
As an Indian living in India, i feel so sad about the Canadian people who have suffered because of few dishonest Indians or asians who wont pay proper taxes, who wont mingle with local people, or those who abuse the proper systems that the people back have built from long time.. Anybody who goes as an immigrant should live with the people there with great respect to the culture they have built on that land.. Hope the local people will get some justice 🙏🙁
Identity Attack0.37082586
Insult0.24493282
Profanity0.024131214
Threat0.007624879
Severe Toxicity0.010147095
Moderate 0.31132057 Constructive 0.717
Nov 28, 2025 34 likes Inside Canada's Indian Metropolis (Brampton)
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
Identity Attack0.2839175
Insult0.2469859
Profanity0.019280603
Threat0.010757755
Severe Toxicity0.008468628
Moderate 0.31132057 Low Con 0.166 Unverified_Claim
Jul 2, 2025 2 likes How Canada broke its immigration …
The entitlement of these temp workers and students is unbelievable. The only people who profit from this insane immigration are lawyers and fake colleges. 30 years ago an immigrant had to be a professional with …
The entitlement of these temp workers and students is unbelievable. The only people who profit from this insane immigration are lawyers and fake colleges. 30 years ago an immigrant had to be a professional with proven skills, you had to speak the language and be ready to integrate and contribute. Now? They do nothing, get everything and demand MORE. STOP immigration.
Identity Attack0.2803029
Insult0.24561718
Profanity0.025087673
Threat0.007935578
Severe Toxicity0.008277893
Moderate 0.31132057 Moderate Con 0.344
Nov 23, 2025 85 likes Quebec Ends Economic Immigration Program …
Not immigrants you mean Indians
Not immigrants you mean Indians
Identity Attack0.3819294
Insult0.09270445
Profanity0.07191269
Threat0.008039144
Severe Toxicity0.015092585
Moderate 0.31132057 Low Con 0.27 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
😑Housing crisis - they are a BIG reason for this. >>> Mortgage fraud - Watch the CDC report. They flooded Canada, try to snatch up all the houses through fraud and to rent out as …
😑Housing crisis - they are a BIG reason for this. >>> Mortgage fraud - Watch the CDC report. They flooded Canada, try to snatch up all the houses through fraud and to rent out as rooming houses. This reduces available properties, and prices skyrocket. When you have tens of THOUSANDS of people in ONE community doing this, why are you scratching your head that there's a housing crisis? Canada flung open the door to people from the scam capital of the world, and now when Canadian kids are polled, they're saying they're giving up on buying a house! Disaster. Now, to fix the problem, you have to reduce their numbers to reduce demand, but reducing demand reduces home prices, so what about all those people who bought at inflated prices? Many homeowners are losing their shirts. So now, to fix the problem, Canadians are enduring GENERATIONAL financial damage, that will take decades to fix, and some people may never recover from it. I'm not against immigrants, but this particular group has devastated Canada with their greed and corruption.
Identity Attack0.12208464
Insult0.24424846
Profanity0.070942834
Threat0.010447056
Severe Toxicity0.011672974
Moderate 0.31132057 Constructive 0.65 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Any politicians support of immigrants, vote them out!
Any politicians support of immigrants, vote them out!
Identity Attack0.34000012
Insult0.09416737
Profanity0.024199532
Threat0.020436687
Severe Toxicity0.0104522705
Moderate 0.30993456 Low Con 0.235 Call_To_Action
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
More right wing propaganda from the National Post. Immigrants have always made Canada a better and more interesting place to live despite the doom and gloom from the lily white and always wrong NP. A …
More right wing propaganda from the National Post. Immigrants have always made Canada a better and more interesting place to live despite the doom and gloom from the lily white and always wrong NP. A lot of hate for people from India on here. Well, it’s the National Post, what did I expect?
Identity Attack0.36702603
Insult0.1640896
Profanity0.021125201
Threat0.0074436385
Severe Toxicity0.007896423
Moderate 0.30993456 Moderate Con 0.445 Policy_Critique
Aug 30, 2025 How Canada broke its immigration …
New unvetted immigrants and far to many immigrants of one race , that do not respect our values or speak English , no jobs , poor medical, 80,000/ Year support , ect, ect.
New unvetted immigrants and far to many immigrants of one race , that do not respect our values or speak English , no jobs , poor medical, 80,000/ Year support , ect, ect.
Identity Attack0.37082586
Insult0.15485314
Profanity0.017572641
Threat0.008052089
Severe Toxicity0.012130737
Moderate 0.30993456 Moderate Con 0.384
Aug 25, 2025 Why Canadians Are Turning Against …
They get 50k and then can apply for social benefits like other Canadians even though they’re NOT Canadians? Their kids go to public schools, and probably get free lunch and other things, at the benefit …
They get 50k and then can apply for social benefits like other Canadians even though they’re NOT Canadians? Their kids go to public schools, and probably get free lunch and other things, at the benefit of tax payers. Asian immigrants are a different breed. They work, and education is very important to them, do you can’t compare the two. A bunch of BS liberal propaganda.
Identity Attack0.23011416
Insult0.24928534
Profanity0.14666493
Threat0.0070552654
Severe Toxicity0.009727478
Moderate 0.30993456 Constructive 0.545
Nov 4, 2018 How much do refugees and …
“It’s strange how these videos often show one group giving speeches and another making videos, but the blame keeps getting pushed onto brown immigrants. Why are we being singled out? Canada’s struggles are about wages, …
“It’s strange how these videos often show one group giving speeches and another making videos, but the blame keeps getting pushed onto brown immigrants. Why are we being singled out? Canada’s struggles are about wages, housing, and fairness—not about race. We should stop ganging up on each other and start working together for solutions.” Very weird this is the second video. It’s a trending targeting brown people stop it.
Identity Attack0.38185352
Insult0.08459369
Profanity0.03389629
Threat0.010913103
Severe Toxicity0.008163452
Moderate 0.30993456 Constructive 0.714
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
When did Canada become so unwelcoming? They are students that want a better life. Let them stay, this isn't who we are as Canadians. We all are immigrants legal or illegal. Come on guys shame...
When did Canada become so unwelcoming? They are students that want a better life. Let them stay, this isn't who we are as Canadians. We all are immigrants legal or illegal. Come on guys shame...
Identity Attack0.2854555
Insult0.24171697
Profanity0.022354934
Threat0.007301235
Severe Toxicity0.0076293945
Moderate 0.30993456 Constructive 0.594
Oct 1, 2025 IRCC Names India in Study …
Blame Trudeau.. After 2012 … The Society is going Downhill… Crime, Drugs, Car theft , Everything Went Up .. Why Blame Immigrants? Blame the Government for Bringing the Quality of Immigrants… 😅😅😅😅😅
Blame Trudeau.. After 2012 … The Society is going Downhill… Crime, Drugs, Car theft , Everything Went Up .. Why Blame Immigrants? Blame the Government for Bringing the Quality of Immigrants… 😅😅😅😅😅
Identity Attack0.28034934
Insult0.17237684
Profanity0.013985921
Threat0.009696201
Severe Toxicity0.0090408325
Moderate 0.30993456 Low Con 0.226 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Canadians need more of you sensible immigrants to speak up and call out these disrespectful new Gimme Grints! Patition our so-called leaders groveling for these votes
Canadians need more of you sensible immigrants to speak up and call out these disrespectful new Gimme Grints! Patition our so-called leaders groveling for these votes
Identity Attack0.2774022
Insult0.24928534
Profanity0.024677763
Threat0.008815889
Severe Toxicity0.0073623657
Moderate 0.30854854 Low Con 0.287 Call_To_Action
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.