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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

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

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Active: "I am so sick of …" 239 comments · Page 3 of 10
Happening here in the US and nobody has been held accountable! The sick part is there’s millions of retards who support this invasion
Happening here in the US and nobody has been held accountable! The sick part is there’s millions of retards who support this invasion
Identity Attack0.4830652
Insult0.6120431
Profanity0.39409557
Threat0.0130621
Severe Toxicity0.1597006
Moderate 0.60311776 Low Con 0.22 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Canadian this is sick....go back to India
I'm Canadian this is sick....go back to India
Identity Attack0.57957685
Insult0.5015486
Profanity0.17987521
Threat0.013528148
Severe Toxicity0.06225512
Moderate 0.6027529 Moderate Con 0.384 Identity Attack Insult Identity_Assertion
Nov 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people …
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people who are sick of this shit raising kids and those kids will grow up to hate. Thats all im gonna say.
Identity Attack0.41222036
Insult0.48228607
Profanity0.57236236
Threat0.03165977
Severe Toxicity0.16233426
Moderate 0.60254884 Moderate Con 0.454 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
dude at 4:52 makes me sick. U can have an opinion on not wanting as many immigrants but saying that is disgusting
dude at 4:52 makes me sick. U can have an opinion on not wanting as many immigrants but saying that is disgusting
Identity Attack0.37082586
Insult0.5130944
Profanity0.27882218
Threat0.012337137
Severe Toxicity0.02402156
Moderate 0.6020386 Moderate Con 0.447 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made …
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made that happen telling my neighbors when they had an extra person in the house. Go to hell. I can't stand none of you. I totally agree with that woman speaking about this. I refused to totally hate myself for my opinion. I see. What's going on? It's a takeover.
Identity Attack0.15945168
Insult0.5678696
Profanity0.46460027
Threat0.056563694
Severe Toxicity0.16960317
Moderate 0.5921536 Constructive 0.656 Insult Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
hindu fatigue on full. The whole world is sick of them
hindu fatigue on full. The whole world is sick of them
Identity Attack0.57957685
Insult0.48627716
Profanity0.28593817
Threat0.047835086
Severe Toxicity0.16960317
Moderate 0.5921536 Low Con 0.236 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Sick of these entitled immigrants that think countries owe them something. Get lost!
Sick of these entitled immigrants that think countries owe them something. Get lost!
Identity Attack0.50515604
Insult0.5423875
Profanity0.15283443
Threat0.16699752
Severe Toxicity0.043077253
Moderate 0.5885171 Low Con 0.177 Identity Attack Insult
Nov 27, 2025 1 likes Quebec Ends Economic Immigration Program …
My buddy is half black and half white so he’s light skinned and has straight wavy hair. Hes been sick so he went out to get food wearing a mask etc and was social distancing …
My buddy is half black and half white so he’s light skinned and has straight wavy hair. Hes been sick so he went out to get food wearing a mask etc and was social distancing in Wendy’s while ordering and waiting for his food. When a white lady and her 8-10 year old son he noticed kept getting really close to him. He said excuse me in trying to keep distsnce as I have a cold and the lady turned to him told him to fuck off and go back to India ☝️ he’s Bahamian 🇧🇸 ☝️ and here is the kicker her SON is also mixed but is darker skinned than my friend and he said in that moment he saw her sons reaction was embarassed and that of being ashamed. We don’t know this woman’s life story but this is a partial snapshot of how frustrated and tired ppl are on top of toxicity ignorance and hatefulness.
Identity Attack0.5135796
Insult0.4339631
Profanity0.57236236
Threat0.100830056
Severe Toxicity0.34981552
Moderate 0.5885171 Constructive 0.74 Identity Attack Personal_Narrative
Aug 28, 2025 4 likes Why Canadians Are Turning Against …
Even the Indians are sick of the indians
Even the Indians are sick of the indians
Identity Attack0.6007182
Insult0.47020787
Profanity0.27274927
Threat0.028897164
Severe Toxicity0.15706694
Moderate 0.5885171 Low Con 0.234 Identity Attack Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
GET OUT!!!!!!!!!!! IM SICK OF THEM ALL
GET OUT!!!!!!!!!!! IM SICK OF THEM ALL
Identity Attack0.07921951
Insult0.4302003
Profanity0.2337357
Threat0.13448004
Severe Toxicity0.052940834
Moderate 0.584095 Low Con 0.257 Fear_Threat
Sep 21, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
The panel of immigrants sitting before is a testimony of what’s wrong with Canada!! They all make me sick!🤢
The panel of immigrants sitting before is a testimony of what’s wrong with Canada!! They all make me sick!🤢
Identity Attack0.46028158
Insult0.56997263
Profanity0.07320584
Threat0.010472948
Severe Toxicity0.023076924
Moderate 0.57271194 Low Con 0.299 Insult Identity_Assertion
Sep 28, 2025 IRCC Names India in Study …
Canadians are sick and tired of them indians in this country
Canadians are sick and tired of them indians in this country
Identity Attack0.6007182
Insult0.5015486
Profanity0.17566866
Threat0.010628296
Severe Toxicity0.041283876
Moderate 0.5721988 Low Con 0.251 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Canada government is so sicking we hate the government
Canada government is so sicking we hate the government
Identity Attack0.4054415
Insult0.563347
Profanity0.1765991
Threat0.014220826
Severe Toxicity0.023076924
Moderate 0.5716857 Low Con 0.258 Insult Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
Are they sick of immigrants or are they sick of Indians and Muslims?
Are they sick of immigrants or are they sick of Indians and Muslims?
Identity Attack0.6413409
Insult0.46774593
Profanity0.1589207
Threat0.010162249
Severe Toxicity0.05832097
Moderate 0.568186 Low Con 0.194 Identity Attack
Nov 7, 2025 Why Canadians Are Turning Against …
You guys have spoiled your country by letting in sicks(sikhs) and punjabis. Hope someday you have courage to kick them out
You guys have spoiled your country by letting in sicks(sikhs) and punjabis. Hope someday you have courage to kick them out
Identity Attack0.56445944
Insult0.48313886
Profanity0.26802593
Threat0.52199906
Severe Toxicity0.34954423
Moderate 0.568186 Low Con 0.226 Identity Attack Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
So sick of indians taking advantage of canada.....they have absolutely ruined the trucking, hospitality industries.
So sick of indians taking advantage of canada.....they have absolutely ruined the trucking, hospitality industries.
Identity Attack0.5948528
Insult0.5129801
Profanity0.10920923
Threat0.012285355
Severe Toxicity0.024725812
Moderate 0.568186 Moderate Con 0.306 Identity Attack Insult
Oct 18, 2025 1 likes IRCC Names India in Study …
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
Identity Attack0.6413409
Insult0.4596616
Profanity0.089370176
Threat0.013165667
Severe Toxicity0.042180564
Moderate 0.55739564 Moderate Con 0.391 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it. That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Identity Attack0.55044734
Insult0.48484445
Profanity0.48510036
Threat0.06863153
Severe Toxicity0.23225832
Moderate 0.5532103 Constructive 0.654 Identity Attack Moral_Argument
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
good im sick of competing for work and housing with people that arent even citizens the government has to stop this bs its ruining my industry third world scumbags are working for less putting actual …
good im sick of competing for work and housing with people that arent even citizens the government has to stop this bs its ruining my industry third world scumbags are working for less putting actual canadian taxpayers outve work or just working for less also it has to stop
Identity Attack0.0077369185
Insult0.43769154
Profanity0.030823901
Threat0.00029031857
Severe Toxicity0.000016657314
Moderate 0.5502734
Apr 19, 2025 2 likes
The most useless 3 stooges - Fraser , Miller and now Diab. Be honest get rid of people whom don't belong here, reduce the numbers , clear the backlog and let's bring back manageable numbers …
The most useless 3 stooges - Fraser , Miller and now Diab. Be honest get rid of people whom don't belong here, reduce the numbers , clear the backlog and let's bring back manageable numbers of honest applicants whom deserve to be here and will contribute. How hard is that? So sick of the racist rant and many immigrants I know that followed the rules to come cannot stand the Liberal mantra.
Identity Attack0.29951343
Insult0.58196646
Profanity0.1067334
Threat0.026307223
Severe Toxicity0.023076924
Moderate 0.54823303 Constructive 0.517 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is a sickness. This is disgusting. Canada take your Country back
This is a sickness. This is disgusting. Canada take your Country back
Identity Attack0.43896464
Insult0.5130944
Profanity0.098067984
Threat0.0086087575
Severe Toxicity0.023076924
Moderate 0.54823303 Low Con 0.216 Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Not immigrants….INDIANS is who were sick and tired of seeing in this country
Not immigrants….INDIANS is who were sick and tired of seeing in this country
Identity Attack0.58354634
Insult0.46923602
Profanity0.14754629
Threat0.011689849
Severe Toxicity0.070156105
Moderate 0.54823303 Moderate Con 0.334 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
This show your mentality sick character! When your bigot forefathers came to india to loot us and grand children of them are judgeing us 😂that quite weird
This show your mentality sick character! When your bigot forefathers came to india to loot us and grand children of them are judgeing us 😂that quite weird
Identity Attack0.3817989
Insult0.5678696
Profanity0.17334256
Threat0.010447056
Severe Toxicity0.023505108
Moderate 0.54325575 Low Con 0.251 Insult Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing this country…it’s a shame, such evil crawling around. The goal for all these immigrants is to take control of all the countries they migrated to…enough is enough!!!🛑
Identity Attack0.5039629
Insult0.5015486
Profanity0.0913099
Threat0.15434735
Severe Toxicity0.024678862
Moderate 0.53579444 Moderate Con 0.323 Identity Attack Insult
Aug 28, 2025 1 likes 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.