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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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30,738 comments · Page 330 of 1230
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a …
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a mess!
Identity Attack0.44690517
Insult0.27146968
Profanity0.079025
Threat0.008168601
Severe Toxicity0.017093835
Moderate 0.3811502 Moderate Con 0.396 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Whites captured all these countries just centuries ago and now they don't want someone else, what a irony😂😂
Whites captured all these countries just centuries ago and now they don't want someone else, what a irony😂😂
Identity Attack0.44690517
Insult0.18480228
Profanity0.10301965
Threat0.00899713
Severe Toxicity0.020127986
Moderate 0.3811502 Low Con 0.191 Moral_Argument
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said …
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said 1/4 Canadians are immigrants so even from the white people he interviewed were all immigrants I think 1 or 2 weren’t but the rest were from Poland Portugal Holland and I’m only half way in the video lmao
Identity Attack0.39773783
Insult0.15556364
Profanity0.14666493
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.574 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
To put one thing to rest. This is about the Muslims. They simply move here to make there culture and religion the majority. It is the war without guns. They are the only culture that …
To put one thing to rest. This is about the Muslims. They simply move here to make there culture and religion the majority. It is the war without guns. They are the only culture that does this. All this other stuff is bad politics and policies. Thank Justin and Carney. Wake up and vote.
Identity Attack0.46028158
Insult0.24630153
Profanity0.03389629
Threat0.033386398
Severe Toxicity0.018707745
Moderate 0.3811502 Moderate Con 0.464 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Now white people know how natives of the land felt. Karma is beautiful
Now white people know how natives of the land felt. Karma is beautiful
Identity Attack0.44690517
Insult0.16195811
Profanity0.108590275
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.3811502 Moderate Con 0.367 Identity_Assertion
Jan 20, 2026 6 likes Inside Canada's Indian Metropolis (Brampton)
Canada is a Christian country and we need to bring the daily prayer back to our schools and not allow Islam have any standing in our beautiful country.
Canada is a Christian country and we need to bring the daily prayer back to our schools and not allow Islam have any standing in our beautiful country.
Identity Attack0.4907465
Insult0.14512913
Profanity0.023652986
Threat0.016465442
Severe Toxicity0.022452017
Moderate 0.3811502 Moderate Con 0.375 Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
Nothing good has ever come from India why do we take them ?
Nothing good has ever come from India why do we take them ?
Identity Attack0.44690517
Insult0.24287975
Profanity0.10178173
Threat0.017328756
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.17
Aug 27, 2025 Why Canadians Are Turning Against …
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The …
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The rest are absolutely restarted and useless. We have a housing crisis and we are letting over 2x more immigrants in than new houses built. I have asked many Indian coworkers and most of them get payments to help with rent. Or just reduced rent prices altogether. It takes a lot to make Canadians hate a certain race and culture ... But you done did it indians ...
Identity Attack0.293411
Insult0.40420914
Profanity0.07223598
Threat0.010369381
Severe Toxicity0.014059683
Moderate 0.3811502 Constructive 0.514 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The only clueless people in Canada are the libtards. Have fun losing your jobs and homes. Its coming because Carney doesnt care. Who cares is his moto.
The only clueless people in Canada are the libtards. Have fun losing your jobs and homes. Its coming because Carney doesnt care. Who cares is his moto.
Identity Attack0.24801466
Insult0.40698266
Profanity0.10116278
Threat0.008505191
Severe Toxicity0.0128976675
Moderate 0.3811502 Low Con 0.173 Fear_Threat
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle on purpose. The msm is playing along with the democrats and doing there best to make it all look like it is Trumps fault. You cannot hate the Liberals and Democrats enough. They hate us.
Identity Attack0.3072352
Insult0.37279442
Profanity0.077731855
Threat0.04363242
Severe Toxicity0.015544481
Moderate 0.3811502 Moderate Con 0.41 Fear_Threat
Feb 17, 2026 41 likes LILLEY UNLEASHED: The fall of …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers and then migrate. But it is the governments' responsibility to take care of their own country's demographics and policies. Yet racists string up the hardworking immigrants with the low quality hooligans. Even though the immigrants dont want any trouble but live their life peacefully. Shame.
Identity Attack0.37953663
Insult0.34782293
Profanity0.027137227
Threat0.008505191
Severe Toxicity0.012283325
Moderate 0.3811502 Constructive 0.543 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Send them all back to India
Send them all back to India
Identity Attack0.39461556
Insult0.23237456
Profanity0.08710717
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.204 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I bet the First Nations felt much worse when not too long ago we were locking there children in residential schools and killing them.
I bet the First Nations felt much worse when not too long ago we were locking there children in residential schools and killing them.
Identity Attack0.10221587
Insult0.083359696
Profanity0.10611444
Threat0.5195707
Severe Toxicity0.023076924
Moderate 0.3811502 Moderate Con 0.485 Threat Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Can you also do video on Mexican smugglers? They'll have you for lunch.
Can you also do video on Mexican smugglers? They'll have you for lunch.
Identity Attack0.42615733
Insult0.2469859
Profanity0.17008601
Threat0.06432246
Severe Toxicity0.023076924
Moderate 0.3811502 Moderate Con 0.319 Call_To_Action
Feb 10, 2026 Inside Canada's Indian Invasion...
Send em bak,all of them!,I'm not a proud Canadian anymore 😮😢
Send em bak,all of them!,I'm not a proud Canadian anymore 😮😢
Identity Attack0.36702603
Insult0.23704576
Profanity0.06295506
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3811502 Moderate Con 0.309
Sep 10, 2025 Why Canadians Are Turning Against …
you are a propagandiste trying to spread fear go to America your kind of people.
you are a propagandiste trying to spread fear go to America your kind of people.
Identity Attack0.09162762
Insult0.38406035
Profanity0.07126612
Threat0.012440704
Severe Toxicity0.011672974
Moderate 0.3811502 Low Con 0.124
Aug 29, 2025 Why Canadians Are Turning Against …
You are not a racist !! The Liberals is killing the camada culture , our young kids can't even get a summer job !! Enough is enough
You are not a racist !! The Liberals is killing the camada culture , our young kids can't even get a summer job !! Enough is enough
Identity Attack0.31015682
Insult0.2817503
Profanity0.052183274
Threat0.08089764
Severe Toxicity0.016254602
Moderate 0.3811502 Moderate Con 0.428
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Canada is spineless and thus deserves to be taken over.
Canada is spineless and thus deserves to be taken over.
Identity Attack0.30103904
Insult0.344702
Profanity0.0569429
Threat0.17016006
Severe Toxicity0.020515325
Moderate 0.3811502 Low Con 0.098 Fear_Threat
Feb 25, 2026 2 likes Inside Canada's Indian Invasion...
8:06 as soon as the money drys up , goverment indebted , they will leave the counrty and call it trash in the meantime
8:06 as soon as the money drys up , goverment indebted , they will leave the counrty and call it trash in the meantime
Identity Attack0.036105253
Insult0.34237885
Profanity0.19770569
Threat0.009851551
Severe Toxicity0.011444092
Moderate 0.3811502 Low Con 0.145
Jan 27, 2026 Inside Canada's Indian Invasion...
It's funny or white people go to every other country and do business go on vacation but when they're in their own country bitter
It's funny or white people go to every other country and do business go on vacation but when they're in their own country bitter
Identity Attack0.46028158
Insult0.17610447
Profanity0.119731516
Threat0.010447056
Severe Toxicity0.01896597
Moderate 0.3811502 Low Con 0.283 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase …
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase Bank main headquarters quite a bit out there and he said its RUN OVER with indians. Chase brings them all here, gets them these work visas youll see every car in the parking lot says student driver on the bumper stickers. They cannot drive. My husband also says the floors they have them all working on stink so bad people gag having to walk in there straight off the elevator. They will just piss on the floor IN THE BATHROOMS they just go wherever they want. These people are their supposed tech smart people and they are stinking and pissing on the floor so imagine the lower IQ ones! They wipe with their barw hand!!!;One hand for wiping no toilet paper and one hand for eating. Thats why they only shake hands with their eating hand. They are disgusting!!!!
Identity Attack0.3802808
Insult0.34548226
Profanity0.20592089
Threat0.05559385
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.594 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
They are proud indians but don't want to live in India 😂😂😂😂
They are proud indians but don't want to live in India 😂😂😂😂
Identity Attack0.44690517
Insult0.10148193
Profanity0.08840031
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.21 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Hahahhaha....i remember when i was still in canada ( illegal ) ...hearing a psycho called sheila frazer ? Saying something like ...: there are 10,000 illegals in canada ..go ahead and find them! 😂 Nininini …
Hahahhaha....i remember when i was still in canada ( illegal ) ...hearing a psycho called sheila frazer ? Saying something like ...: there are 10,000 illegals in canada ..go ahead and find them! 😂 Nininini catch me if you can .. hehe free pizzas
Identity Attack0.29188538
Insult0.40243408
Profanity0.03915693
Threat0.0086087575
Severe Toxicity0.01121521
Moderate 0.3811502 Moderate Con 0.46
Nov 6, 2025 IRCC Names India in Study …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they are Blaming others,
Identity Attack0.38826546
Insult0.36798462
Profanity0.056441884
Threat0.0075083673
Severe Toxicity0.012207031
Moderate 0.3811502 Constructive 0.512 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Brampton has become New India... Note the relationship between skyrocketing scam, fraud, and the population of Punjabi's and Sikhs
Brampton has become New India... Note the relationship between skyrocketing scam, fraud, and the population of Punjabi's and Sikhs
Identity Attack0.38246045
Insult0.40243408
Profanity0.15938593
Threat0.035458352
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.3 Unverified_Claim
Feb 10, 2026 1 likes 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.