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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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30,738 comments · Page 304 of 1230
Guessing there bring the entire population?? Crazy
Guessing there bring the entire population?? Crazy
Identity Attack0.0076585566
Insult0.4339631
Profanity0.1110661
Threat0.009178371
Severe Toxicity0.007286072
Moderate 0.40060925 Low Con 0.261 Fear_Threat
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Don't allow renewals Canadians are getting sick and tired of immigrants
Don't allow renewals Canadians are getting sick and tired of immigrants
Identity Attack0.44690517
Insult0.35849577
Profanity0.038655918
Threat0.010188141
Severe Toxicity0.015221698
Moderate 0.40060925 Moderate Con 0.309 Identity_Assertion
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Why wouldn’t they be there. Their country is filth through the majority cause their institution has failed miserably with keeping up with the infrastructure as a whole , they are born into overpopulation out performing …
Why wouldn’t they be there. Their country is filth through the majority cause their institution has failed miserably with keeping up with the infrastructure as a whole , they are born into overpopulation out performing their systems capability to keep up and or invest in which is at Lack!, also India has the Cast system which most of these Indians are considered lower class in their homeland, so the opportunities abroad come considerably easier, am I right? I don’t know but I’m right to think so, But hey they move abroad but still live within they can’t escape them selves.
Identity Attack0.40713623
Insult0.39297962
Profanity0.27005023
Threat0.012906751
Severe Toxicity0.023106033
Moderate 0.40060925 Constructive 0.556
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler goes all over the world demonizing and ridiculing different cultures for views. He's the worlds biggest shid-disturber who would do anything for views while claiming its journalism. He makes Johnny Somali look like a …
Tyler goes all over the world demonizing and ridiculing different cultures for views. He's the worlds biggest shid-disturber who would do anything for views while claiming its journalism. He makes Johnny Somali look like a saint. This is like if Morton Downey Jr. was a youtuber.
Identity Attack0.07921951
Insult0.43296707
Profanity0.10735235
Threat0.009929225
Severe Toxicity0.012962224
Moderate 0.40060925 Moderate Con 0.363 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Good other foreign countries. India very bad clean less
Good other foreign countries. India very bad clean less
Identity Attack0.46028158
Insult0.36709076
Profanity0.1308005
Threat0.016465442
Severe Toxicity0.023364257
Moderate 0.40060925 Moderate Con 0.324 Comparative_Framing
Feb 12, 2026 Inside Canada's Indian Invasion...
I’m embarrassed of Canada ! Holy smokes !!
I’m embarrassed of Canada ! Holy smokes !!
Identity Attack0.38246045
Insult0.3388922
Profanity0.080318145
Threat0.012906751
Severe Toxicity0.020902663
Moderate 0.40060925 Moderate Con 0.368 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I have very deep roots here, I’m so sad our country is being ruined no matter what we do! They kill our people, they steal, they dedicate in our parks, lakes, rivers and oceans! They …
I have very deep roots here, I’m so sad our country is being ruined no matter what we do! They kill our people, they steal, they dedicate in our parks, lakes, rivers and oceans! They are killing everything! This goes on and our drinking water, animals will die! They came here because their country is no good. Now they want to do the same thing here!!! The gov’t uses our tax dollars to facilitate this, anyone that voted for this voted to kill Canada! They were netting Salmon during spawning season, very illegal and will quickly kill off the Salmon. Think about it!
Identity Attack0.36702603
Insult0.34392178
Profanity0.087430455
Threat0.20938614
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.561
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
You should’ve went out side, the GTA everyone hates Punjabi
You should’ve went out side, the GTA everyone hates Punjabi
Identity Attack0.43256098
Insult0.2679134
Profanity0.17566866
Threat0.0115345
Severe Toxicity0.021548226
Moderate 0.40060925 Moderate Con 0.311 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Send them back. Canadians are hurting
Send them back. Canadians are hurting
Identity Attack0.4482637
Insult0.28791866
Profanity0.069969244
Threat0.064969026
Severe Toxicity0.016577384
Moderate 0.40060925 Low Con 0.299
Aug 25, 2025 Why Canadians Are Turning Against …
and he's back to targeting indians for views. love how he justifies being racist under "journalism".
and he's back to targeting indians for views. love how he justifies being racist under "journalism".
Identity Attack0.4453683
Insult0.2838064
Profanity0.037403382
Threat0.026307223
Severe Toxicity0.01483436
Moderate 0.40060925 Low Con 0.283 Policy_Critique
Feb 3, 2026 9 likes Inside Canada's Indian Invasion...
11 companies in Edmonton charged with predatory towing….all owned by men from India ..all !1 …..cheating is a way of life in India,
11 companies in Edmonton charged with predatory towing….all owned by men from India ..all !1 …..cheating is a way of life in India,
Identity Attack0.458714
Insult0.35333878
Profanity0.05268429
Threat0.012492486
Severe Toxicity0.020515325
Moderate 0.40060925 Low Con 0.26
Sep 29, 2025 IRCC Names India in Study …
Canada is a failed state. Come look at the corruption 😂❤
Canada is a failed state. Come look at the corruption 😂❤
Identity Attack0.37655997
Insult0.40243408
Profanity0.052183274
Threat0.00814271
Severe Toxicity0.01483436
Moderate 0.40060925 Low Con 0.15 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
One thing I noticed is the only thing people ever say positive about foreigners coming to their area is that the food is good. Like just pay attention now and you’ll see, it’s always “ …
One thing I noticed is the only thing people ever say positive about foreigners coming to their area is that the food is good. Like just pay attention now and you’ll see, it’s always “ the food is better now that we have diversity” lol it’s like wtf
Identity Attack0.22458547
Insult0.16989174
Profanity0.4185329
Threat0.008336896
Severe Toxicity0.02296847
Moderate 0.39987978 Moderate Con 0.466 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
If your country lacks of populations, just call indians, problem solves😅😅😅😅😂😂😂😂
If your country lacks of populations, just call indians, problem solves😅😅😅😅😂😂😂😂
Identity Attack0.46028158
Insult0.1669316
Profanity0.12286829
Threat0.05430072
Severe Toxicity0.023880709
Moderate 0.39987978 Low Con 0.117
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Almost all none Christian white majority countries are undesirable places to be.
Almost all none Christian white majority countries are undesirable places to be.
Identity Attack0.4911651
Insult0.24928534
Profanity0.15635987
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.39987978 Low Con 0.113 Comparative_Framing
Mar 2, 2026 Inside Canada's Indian Invasion...
Find these fraud and send them back to India..
Find these fraud and send them back to India..
Identity Attack0.4054415
Insult0.35677677
Profanity0.12158839
Threat0.063352615
Severe Toxicity0.02296847
Moderate 0.39987978 Low Con 0.141 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
DEMOLISH WEF, WHO, UN & EU ORGANIZATIONS. THEY ALL PLAY A ROLL IN DESTROYING OUR NATIONS. DEMOLISH THEM! TAKE THEIR RIGHTS AWAY! NOW! RIOT DO SOMETHING.
DEMOLISH WEF, WHO, UN & EU ORGANIZATIONS. THEY ALL PLAY A ROLL IN DESTROYING OUR NATIONS. DEMOLISH THEM! TAKE THEIR RIGHTS AWAY! NOW! RIOT DO SOMETHING.
Identity Attack0.2308735
Insult0.25602314
Profanity0.0816113
Threat0.43656045
Severe Toxicity0.023076924
Moderate 0.39987978 Low Con 0.181 Call_To_Action
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Europe people come to canada they say its theirs , when indians come here its bad.
Europe people come to canada they say its theirs , when indians come here its bad.
Identity Attack0.49584505
Insult0.26395
Profanity0.07999486
Threat0.008893564
Severe Toxicity0.01896597
Moderate 0.39987978 Low Con 0.214 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
and the craziest part of all these immigrants is that Artificial intelligence us about to take thousands of jobs
and the craziest part of all these immigrants is that Artificial intelligence us about to take thousands of jobs
Identity Attack0.3825363
Insult0.36709076
Profanity0.12374964
Threat0.009825659
Severe Toxicity0.017739398
Moderate 0.39987978 Low Con 0.219
Jun 19, 2025 1 likes How Canada broke its immigration …
9:40 did you just quote bloody trust pilot? That programme is only there to promote scams. They delete any comment that calls out scammers. Im leaving a dislike for that
9:40 did you just quote bloody trust pilot? That programme is only there to promote scams. They delete any comment that calls out scammers. Im leaving a dislike for that
Identity Attack0.04048799
Insult0.2817503
Profanity0.21564959
Threat0.029415153
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.516 Meta_Commentary
Jan 27, 2026 18 likes Inside Canada's Indian Invasion...
His he smuggling people in that little bright yelliw tut tuk 😂😂😂😂😂😂😂😂
His he smuggling people in that little bright yelliw tut tuk 😂😂😂😂😂😂😂😂
Identity Attack0.10221587
Insult0.24767025
Profanity0.22552395
Threat0.11002964
Severe Toxicity0.02378681
Moderate 0.39987978 Low Con 0.187 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Kick 5 million of them out of Canada, then canada will have fresh air
Kick 5 million of them out of Canada, then canada will have fresh air
Identity Attack0.31015682
Insult0.123407245
Profanity0.07191269
Threat0.5195707
Severe Toxicity0.024631912
Moderate 0.39987978 Low Con 0.154 Threat
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all …
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all these Indians are literally being given free houses from the government send all of them back to there so called paradise and never let them come back. I want Canadians in Canada and that’s it. They are not a net positive, they’re a net negative and it’s clear as day.
Identity Attack0.46028158
Insult0.3493834
Profanity0.082581155
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.525 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Absolutely lies and more lies,sponsored by the liberals,what did you expect.
Absolutely lies and more lies,sponsored by the liberals,what did you expect.
Identity Attack0.09162762
Insult0.42167732
Profanity0.019622196
Threat0.008505191
Severe Toxicity0.00793457
Moderate 0.39987978 Low Con 0.118
Oct 10, 2019 1 likes How much do refugees and …

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.