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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: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 60 of 244
I came to canada in the 90s. I always get these random thoughts of migrating else where. The government is turning this country into a hell hole
I came to canada in the 90s. I always get these random thoughts of migrating else where. The government is turning this country into a hell hole
Identity Attack0.23694818
Insult0.36798462
Profanity0.31402156
Threat0.010731863
Severe Toxicity0.017803956
Moderate 0.40614098 Moderate Con 0.43 Personal_Narrative
Aug 25, 2025 158 likes Why Canadians Are Turning Against …
😂😂😂😂 let’s plunder Canada I’m happy to do so
😂😂😂😂 let’s plunder Canada I’m happy to do so
Identity Attack0.2772088
Insult0.15414265
Profanity0.12991914
Threat0.49142194
Severe Toxicity0.026936848
Moderate 0.40614098 Low Con 0.272
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
i-m from Romania and i have a friend who moved to Canada 15 years ago after finishing highschool, for a better life. He had a business there, married a girl (from Canada) and had kids. …
i-m from Romania and i have a friend who moved to Canada 15 years ago after finishing highschool, for a better life. He had a business there, married a girl (from Canada) and had kids. Last month they all moved back to Romania after selling the business, i asked him why, he told me it-s because he was the only white guy in the hood, only browns and trash, pooping on the streets, etc, i did not belive him but now i see this video!! i-m sharing this with him hahahah
Identity Attack0.45348886
Insult0.36798462
Profanity0.2661772
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.626 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
People come here never work in their life getting $1500 a month for pension,I came work my ass off 4 head injuries from resident in seniors home who should be in mental faculties, Injury to …
People come here never work in their life getting $1500 a month for pension,I came work my ass off 4 head injuries from resident in seniors home who should be in mental faculties, Injury to my back I am in plains two tear shoulders, and foot pains in my 60S came to Canada in my 50S young people come here in their 20S Never work getting everything in Canada. Things need to change. People who comes here to get free benefits house and everything while we work and when we retire 800😢😮😢😮😮😭😱😔🤯
Identity Attack0.17459276
Insult0.3416952
Profanity0.2980872
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.603 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Fraudulent and dishonest people must be removed from Canada.
Fraudulent and dishonest people must be removed from Canada.
Identity Attack0.28622448
Insult0.4339631
Profanity0.06345607
Threat0.15118481
Severe Toxicity0.01986976
Moderate 0.40614098 Low Con 0.189
Sep 27, 2025 2,932 likes IRCC Names India in Study …
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Identity Attack0.5039629
Insult0.25998658
Profanity0.0715894
Threat0.008738215
Severe Toxicity0.02077355
Moderate 0.40614098 Moderate Con 0.373 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
These white Europeans OCCUPIERS act like canada land beings to them they are not even natives of Canada if they have occupied than others have to right to occupy too... And for indians they are …
These white Europeans OCCUPIERS act like canada land beings to them they are not even natives of Canada if they have occupied than others have to right to occupy too... And for indians they are peaceful people...and Punjabis are good for community they feed homeless people for free. You must hate muslims not hindus or indians..they are peace loving people
Identity Attack0.5051593
Insult0.26957804
Profanity0.07805514
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.575 Identity Attack
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Poopjeets have and are destroying Canada!
Poopjeets have and are destroying Canada!
Identity Attack0.24462871
Insult0.38406035
Profanity0.20808282
Threat0.13127698
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.164
Jan 27, 2026 Inside Canada's Indian Invasion...
All immigrant communities around the world knew since the stone age about all dirty practices and fraud east Indian people always commit in their day to day life. Have you been sleeping all the time …
All immigrant communities around the world knew since the stone age about all dirty practices and fraud east Indian people always commit in their day to day life. Have you been sleeping all the time canada? 5 years ago when i told about this to canadian friends , all they said I am racist🤷🏽‍♂️ now you can see yourself…
Identity Attack0.46028158
Insult0.36537176
Profanity0.03389629
Threat0.008349842
Severe Toxicity0.01896597
Moderate 0.40614098 Moderate Con 0.371
Oct 3, 2025 1 likes IRCC Names India in Study …
now canada is cooked by indians😂😂😂😂😂
now canada is cooked by indians😂😂😂😂😂
Identity Attack0.47178617
Insult0.2435641
Profanity0.10425757
Threat0.011379151
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.2
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us …
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us all in bad word as students. They don’t attend classes, they cheat, abuse AI, steal other’s school projects. Total waste of air. There’s no even room for PR anymore as they flooded the system. In a year I’m going back to Mexico, if I meet any shaky head there I’ll make sure to show my appreciation.
Identity Attack0.37953663
Insult0.4339631
Profanity0.2188925
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.595
Oct 9, 2025 IRCC Names India in Study …
In Europe they are having a Muslim invasion but in Canada we are having a Singh invasion
In Europe they are having a Muslim invasion but in Canada we are having a Singh invasion
Identity Attack0.5051609
Insult0.25205973
Profanity0.114160895
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.21 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada Immigration is laughable, am a legal immigrant, but we South Africans , could not bring our families to Canada! But Pakistani, East Indian families could come over, with out speaking English or French!!! Wake …
Canada Immigration is laughable, am a legal immigrant, but we South Africans , could not bring our families to Canada! But Pakistani, East Indian families could come over, with out speaking English or French!!! Wake up Canada, soon you will be minority!!!!
Identity Attack0.4482637
Insult0.35161978
Profanity0.02836696
Threat0.009100696
Severe Toxicity0.018836858
Moderate 0.40336934 Constructive 0.501
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
Identity Attack0.41052565
Insult0.35333878
Profanity0.15938593
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.203 Unverified_Claim
Jan 15, 2026 2.9 million Canadian temporary visas …
Muslims will take over Canada? Scary!
Muslims will take over Canada? Scary!
Identity Attack0.49032792
Insult0.1798321
Profanity0.052183274
Threat0.016120117
Severe Toxicity0.016771052
Moderate 0.40336934 Low Con 0.205 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Cuz the government corrupts so much to a point that need to find a way out to grab quick money. 25k to 35k per head for them to come in canada. All the canadian gov …
Cuz the government corrupts so much to a point that need to find a way out to grab quick money. 25k to 35k per head for them to come in canada. All the canadian gov has to do is issued them two piece of visa a student and working visa. This government is not doing anything for domestic working class growth. The only growth I see is taxes and cost of living. The system is fucked, all politicians retired with plenty of money but regular citizen all have no saving.
Identity Attack0.06476828
Insult0.344702
Profanity0.40783462
Threat0.009204263
Severe Toxicity0.020127986
Moderate 0.40336934 Moderate Con 0.469 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
Identity Attack0.34324843
Insult0.34135336
Profanity0.27139977
Threat0.013217449
Severe Toxicity0.021806452
Moderate 0.4014846 Moderate Con 0.398
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Identity Attack0.49032792
Insult0.26957804
Profanity0.09868695
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.259 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Get illegals out. Only Canadian born should be in Canada doing Canadian jobs!
Get illegals out. Only Canadian born should be in Canada doing Canadian jobs!
Identity Attack0.48915586
Insult0.24767025
Profanity0.032142747
Threat0.024235269
Severe Toxicity0.021419114
Moderate 0.4014846 Low Con 0.175
Jan 3, 2026 New rules, regulations take effect …
Hell No A TuK-TuK in Canada. 15:50 Canada is really cooked man😭
Hell No A TuK-TuK in Canada. 15:50 Canada is really cooked man😭
Identity Attack0.14233272
Insult0.16266862
Profanity0.3866461
Threat0.013528148
Severe Toxicity0.02439716
Moderate 0.4014846 Low Con 0.227 Fear_Threat
Feb 3, 2026 Inside Canada's Indian Invasion...
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one cause i agree some people in India are not educated enough to not fall for the so called "healthy tips" given by some brain washers in India on the basis of religion and as people say they are always on their phones and talking loudly and other things i will just say one thing see Canada born Indian's they are same as normal Canadian kids its just that their parents migrated from India to Canada and they lived half of their life in India soo in India it is common to do things like this they just need some time to adjust and even after 10 20 years they still act like this then please just see their kids they are well behaved and know how to behave in this country and i am not talking about eating poo cause that's just straight up bs yes i agree some do eat but not on regular basis and those who eat are not even 0.1% of Indians they are just less educated people those don't believe on modern meds and just get brainwashed by so called religious guru's who says drink cow piss and eat cow dung that is just bs and non educated Indian's don't get it, that's my time you are free to argue on some points in the reply's. Thank you
Identity Attack0.43896464
Insult0.39297962
Profanity0.240511
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.758
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Identity Attack0.43896464
Insult0.36798462
Profanity0.041912504
Threat0.0072235605
Severe Toxicity0.016900165
Moderate 0.4014846 Low Con 0.185 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Remove every illegal from CANADA.
Remove every illegal from CANADA.
Identity Attack0.46028158
Insult0.16766082
Profanity0.04792466
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.192
Sep 29, 2025 IRCC Names India in Study …

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.