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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

click to expand

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 460 of 1230
Because the WEF Liberalndp provide safe haven to terrorists, so most of the wanted Kalistani are here.
Because the WEF Liberalndp provide safe haven to terrorists, so most of the wanted Kalistani are here.
Identity Attack0.2964622
Insult0.16897665
Profanity0.03990845
Threat0.014738814
Severe Toxicity0.012054443
Moderate 0.3057765 Low Con 0.114 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
THIS IS ABOUT TIME CANAKS WAKE UPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP
THIS IS ABOUT TIME CANAKS WAKE UPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPP
Identity Attack0.036878675
Insult0.08484049
Profanity0.13961408
Threat0.045895394
Severe Toxicity0.021806452
Moderate 0.3057765 Low Con 0.23
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Here for the comments about the bike guy and getting human trafficked for a YouTube video 🤣🤣🤣🤣 lmaoooo
Here for the comments about the bike guy and getting human trafficked for a YouTube video 🤣🤣🤣🤣 lmaoooo
Identity Attack0.023193322
Insult0.061626412
Profanity0.114160895
Threat0.13815513
Severe Toxicity0.018707745
Moderate 0.3057765 Low Con 0.256 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau ruined Canada….drugs, crime, now shootings in schools, lack of mental health care. NDP taxing the working class in BC….where did BC money go?? Crime at its worst….Pollution on hwy, back roads, speeding out of …
Trudeau ruined Canada….drugs, crime, now shootings in schools, lack of mental health care. NDP taxing the working class in BC….where did BC money go?? Crime at its worst….Pollution on hwy, back roads, speeding out of hand, dirty outhouses for tourists to gag at…..damaged trails not repaired…..BC housing to expensive for younger generations, lack of good paying jobs. NDP re elected….our budget received a “D”….funny how we ignore people living on streets or in tents “full of garbage”….theft issues with businesses even broken windows, fire issues. …..sad how BC is….born in BC 65 soon and this is not the BC I grew up in. Last 11 years deaths from drugs, has been excepted as a society…..no jail time for hard core criminals…..this is the reality behind the areas that are kept nice or had money invested into…..small towns were ignored…..little growth…or expansion ….list goes on ….so keep it real BC…why do we accept this as the “new normal”….? Where did our money go to…if you make over 50k…you’re being taxed more!! Yet food , and being taxed on every move we make down to water…..now more off working class people.
Identity Attack0.04538634
Insult0.26957804
Profanity0.026863953
Threat0.035458352
Severe Toxicity0.011444092
Moderate 0.3057765 Constructive 0.642
Feb 18, 2026 Canadian immigration officers investigating hundreds …
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope …
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope you investigate more in Canada !
Identity Attack0.27914262
Insult0.1798321
Profanity0.019007329
Threat0.007249452
Severe Toxicity0.008392334
Moderate 0.3057765 Constructive 0.595 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
GO TO FRISCO TX!!!! Expose the fraud!
GO TO FRISCO TX!!!! Expose the fraud!
Identity Attack0.030433474
Insult0.2679134
Profanity0.027000591
Threat0.010757755
Severe Toxicity0.0062942505
Moderate 0.3057765 Low Con 0.099 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
No more benefits for 'asylum" seekers or immigrants. Let NGOs and private funds pay for it. All these benefits and government money bring abuse and grift. Turn off the taps, send them back.
No more benefits for 'asylum" seekers or immigrants. Let NGOs and private funds pay for it. All these benefits and government money bring abuse and grift. Turn off the taps, send them back.
Identity Attack0.2823795
Insult0.1711343
Profanity0.020373698
Threat0.0287245
Severe Toxicity0.009765625
Moderate 0.3057765 Low Con 0.252 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
why you only talking with people who don't speak English properly, stop showing all bad stuff and eating the views on Indians.
why you only talking with people who don't speak English properly, stop showing all bad stuff and eating the views on Indians.
Identity Attack0.28034934
Insult0.16195811
Profanity0.06345607
Threat0.010395273
Severe Toxicity0.00869751
Moderate 0.3057765 Low Con 0.3 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
how canadian not talking about this how they sold their culture for some indians
how canadian not talking about this how they sold their culture for some indians
Identity Attack0.381025
Insult0.12159709
Profanity0.032142747
Threat0.008401625
Severe Toxicity0.010070801
Moderate 0.3057765 Low Con 0.249 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I Need To Poo and I Have No Loo. The upcoming Indian Horror Movie.
I Need To Poo and I Have No Loo. The upcoming Indian Horror Movie.
Identity Attack0.058856625
Insult0.0810151
Profanity0.2664882
Threat0.01940071
Severe Toxicity0.01935331
Moderate 0.3057765 Low Con 0.259 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
what does this video have to do with african people 😢
what does this video have to do with african people 😢
Identity Attack0.31307843
Insult0.0573046
Profanity0.07643871
Threat0.011430934
Severe Toxicity0.013091337
Moderate 0.3057765 Low Con 0.268 Question
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
That "basement" you went into in the start of the video is a literally meth lab. All the drug addicts hang out there, most of these "homeless" people do not want to work. They've ruined …
That "basement" you went into in the start of the video is a literally meth lab. All the drug addicts hang out there, most of these "homeless" people do not want to work. They've ruined Brampton downtown
Identity Attack0.027815815
Insult0.26196828
Profanity0.041661996
Threat0.010576514
Severe Toxicity0.007133484
Moderate 0.3057765 Moderate Con 0.477 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
$1 dollar is one too many stop it that’s BS lie
$1 dollar is one too many stop it that’s BS lie
Identity Attack0.010581387
Insult0.17610447
Profanity0.17148167
Threat0.008582866
Severe Toxicity0.010147095
Moderate 0.3057765 Low Con 0.18
May 12, 2019 How much do refugees and …
What did they think was going to happen? These immigration consultants sold a lie.
What did they think was going to happen? These immigration consultants sold a lie.
Identity Attack0.11860296
Insult0.26196828
Profanity0.022354934
Threat0.007197669
Severe Toxicity0.0045776367
Moderate 0.3057765 Low Con 0.179
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
THEY ARE WORKING IN ALL TIM HORTONS, FACTORIES, ETC. STEALING WORKS TO CANADIANS!!!
THEY ARE WORKING IN ALL TIM HORTONS, FACTORIES, ETC. STEALING WORKS TO CANADIANS!!!
Identity Attack0.22707681
Insult0.21602537
Profanity0.018597418
Threat0.010990778
Severe Toxicity0.00869751
Moderate 0.3057765 Low Con 0.223 Economic_Argument
Sep 30, 2025 IRCC Names India in Study …
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running …
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running because white people no longer have any business planning Bramptons future. He replied saying that people of all backgrounds want to come because of what white people built" he was sanctioned by the government for that comment and he was touted as a racist from then on. No comment was made about the indian woman who said white people shouldn't be allowed in the government in a Canadian city anymore. Last time I was in Brampton I was told to go back to my own country because I asked a group of indians who were playing indian music from concert volume speakers in a residential area at 1 am to turn it off. I don't think you captured a small fraction of how bad it is in Brampton.
Identity Attack0.3758158
Insult0.16853803
Profanity0.058445938
Threat0.013165667
Severe Toxicity0.0104522705
Moderate 0.3057765 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
On the other hand Sikhs and Hindus are and will be strong and reliable allies against Islamic extremists. In the UK for example, the have helped hunt down Pakistani 'grooming gangs' targeting young girls.
On the other hand Sikhs and Hindus are and will be strong and reliable allies against Islamic extremists. In the UK for example, the have helped hunt down Pakistani 'grooming gangs' targeting young girls.
Identity Attack0.3817989
Insult0.11797678
Profanity0.046922635
Threat0.13717735
Severe Toxicity0.013607788
Moderate 0.3057765 Constructive 0.716 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Yall forgot about scamming??
Yall forgot about scamming??
Identity Attack0.010063417
Insult0.15840563
Profanity0.13432594
Threat0.029587816
Severe Toxicity0.0104522705
Moderate 0.3057765 Moderate Con 0.316 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sure, but is Canada accepting all those so called asylum seekers from the US who are trying to escape Trump’s dragnet? Trudeau threw open our borders with his globalist and woke agenda and screwed the …
Sure, but is Canada accepting all those so called asylum seekers from the US who are trying to escape Trump’s dragnet? Trudeau threw open our borders with his globalist and woke agenda and screwed the immigration system
Identity Attack0.10221587
Insult0.24928534
Profanity0.19278693
Threat0.009799767
Severe Toxicity0.010070801
Moderate 0.3057765 Moderate Con 0.337
Dec 24, 2025 12 likes Deportations From Canada at Their …
And the British occupied , lived and sucked every drop of blood from India for 190 years? How about that? How about being reminded that Canada was formed by wiping out Bethouks, many other indigenous …
And the British occupied , lived and sucked every drop of blood from India for 190 years? How about that? How about being reminded that Canada was formed by wiping out Bethouks, many other indigenous peoples?
Identity Attack0.2331515
Insult0.191015
Profanity0.16078159
Threat0.032695748
Severe Toxicity0.016125489
Moderate 0.3057765 Moderate Con 0.422
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
But you decided not to have Mexicans.
But you decided not to have Mexicans.
Identity Attack0.38699543
Insult0.07365121
Profanity0.031140719
Threat0.008220384
Severe Toxicity0.008659363
Moderate 0.3057765 Low Con 0.222 Comparative_Framing
Feb 15, 2026 Inside Canada's Indian Invasion...
"You feel like you are sitting in your own home town" You are in CANADA, sir! It's not supposed to feel like INDIA. 😡
"You feel like you are sitting in your own home town" You are in CANADA, sir! It's not supposed to feel like INDIA. 😡
Identity Attack0.36702603
Insult0.13969865
Profanity0.031140719
Threat0.0077802283
Severe Toxicity0.012833111
Moderate 0.3057765 Moderate Con 0.358
Nov 7, 2025 Inside Canada's Indian Metropolis (Brampton)
YOU need to stop too many from India. I blame Trudeu for this mess. Kids hear cant 😅get jobs
YOU need to stop too many from India. I blame Trudeu for this mess. Kids hear cant 😅get jobs
Identity Attack0.2816105
Insult0.20901857
Profanity0.04366605
Threat0.010705971
Severe Toxicity0.00919342
Moderate 0.3057765 Moderate Con 0.379 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canada, You had the chance to change this, deport them all NOW.
Canada, You had the chance to change this, deport them all NOW.
Identity Attack0.23694818
Insult0.083112895
Profanity0.017982552
Threat0.13815513
Severe Toxicity0.0128976675
Moderate 0.3057765 Low Con 0.153 Call_To_Action
Feb 3, 2026 Inside Canada's Indian Invasion...
This just shows how western nations are really good at creating ghettos
This just shows how western nations are really good at creating ghettos
Identity Attack0.2783691
Insult0.09124154
Profanity0.1110661
Threat0.014393489
Severe Toxicity0.015286255
Moderate 0.30539915 Low Con 0.159 Policy_Critique
Feb 24, 2026 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.