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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 490 of 1230
tell the truth, why have them here in the first place in give them assistant,their are no jobs,no housing for them, they put them in hotels for $200 a night, every thing is free for …
tell the truth, why have them here in the first place in give them assistant,their are no jobs,no housing for them, they put them in hotels for $200 a night, every thing is free for them ,but if you are canadian you dont qualify.if your kid is over 18 in cant find work and lives at home ,he does not qualify for assistance,he has to be living else where for 1 year, what a country we live in, refugees ,have more rights then some one living in canada their whole life,this country has gone to pot,,,,,,,,,,,,,,,
Identity Attack0.24970764
Insult0.19734058
Profanity0.06044999
Threat0.008841781
Severe Toxicity0.012703998
Low Tox 0.2855005 Moderate Con 0.47
Oct 19, 2018 How much do refugees and …
They should call it poopjabby!..😂
They should call it poopjabby!..😂
Identity Attack0.009767435
Insult0.11978693
Profanity0.240511
Threat0.008440462
Severe Toxicity0.013155893
Low Tox 0.2855005 Low Con 0.209
Jan 27, 2026 Inside Canada's Indian Invasion...
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA …
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA clubhouse until it got fire bombed when i was a kid. Plaid and Mullets is what i grew up in... Now its mostly Indian. They've pretty much connected through growth.... *cough cough ....Indian invasion. Going to my hometown is like a different place all together, when i left the was only 1 Indian takeout and it was expensive. Brownchode told me because he was the only 1 unless you wanted to drive to Brampton, he laughed. Now when i go back all the places i used to know are all Indian. From grocery to take out our dine in. It's actually gross to see the complete takeover, thanks federal govt and the pos liberals
Identity Attack0.33675182
Insult0.110259406
Profanity0.20262444
Threat0.03787563
Severe Toxicity0.02167734
Low Tox 0.2855005 Constructive 0.626 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Mental country mental politics
Mental country mental politics
Identity Attack0.1015541
Insult0.23237456
Profanity0.09260304
Threat0.007262398
Severe Toxicity0.008735657
Low Tox 0.2855005 Low Con 0.281 Meta_Commentary
Aug 26, 2025 Why Canadians Are Turning Against …
They have taken all are jobs actual Canadians cant get jobs. 🥺 Company's will purposely hire Indians over Canadians because they do not want any kind of backlash like rascism backlash. It's sad but true.
They have taken all are jobs actual Canadians cant get jobs. 🥺 Company's will purposely hire Indians over Canadians because they do not want any kind of backlash like rascism backlash. It's sad but true.
Identity Attack0.3043136
Insult0.13969865
Profanity0.018324144
Threat0.006925808
Severe Toxicity0.007019043
Low Tox 0.2855005 Constructive 0.514 Economic_Argument
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Hidden agenda is one n only one thing n that is to somehow put yr foot into Canada n get PR by hook or by crook. I can understand those coming in Canada want to …
Hidden agenda is one n only one thing n that is to somehow put yr foot into Canada n get PR by hook or by crook. I can understand those coming in Canada want to stay but the Liberals n the immigration who we trust to be loyal r to be blamed.
Identity Attack0.10235514
Insult0.25602314
Profanity0.05017922
Threat0.009903334
Severe Toxicity0.0073623657
Low Tox 0.2855005 Constructive 0.576 Policy_Critique
Jan 4, 2026 IRCC Names India in Study …
White Christians have faced the largest psyop in human history - give up the church, our faith, our communities, our culture, our race, our families. It was drilled into us that nothing was worth saving.
White Christians have faced the largest psyop in human history - give up the church, our faith, our communities, our culture, our race, our families. It was drilled into us that nothing was worth saving.
Identity Attack0.33352965
Insult0.082866095
Profanity0.04667213
Threat0.0113014765
Severe Toxicity0.008773804
Low Tox 0.2855005 Low Con 0.257 Identity_Assertion
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Punjabi can't do anything 😂 just talk m about love for motherland
Punjabi can't do anything 😂 just talk m about love for motherland
Identity Attack0.293411
Insult0.110259406
Profanity0.104876526
Threat0.013321015
Severe Toxicity0.01825585
Low Tox 0.2855005 Low Con 0.29 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
STOP ALL IMMIGRATION INCLUDING STUDENTS AND ASYLUM SEEKERS
STOP ALL IMMIGRATION INCLUDING STUDENTS AND ASYLUM SEEKERS
Identity Attack0.29188538
Insult0.055547886
Profanity0.019553876
Threat0.013528148
Severe Toxicity0.012833111
Low Tox 0.2855005 Low Con 0.159 Call_To_Action
Sep 11, 2025 Why Canadians Are Turning Against …
What do Indians and Orcs have in common? This punchline can get you arrested for extremism in Canada
What do Indians and Orcs have in common? This punchline can get you arrested for extremism in Canada
Identity Attack0.29798782
Insult0.13064787
Profanity0.032643758
Threat0.020436687
Severe Toxicity0.0090789795
Low Tox 0.2855005 Low Con 0.243 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
No False Gods. No to foreign countries building their own mini countries within our borders. This has to be stopped
No False Gods. No to foreign countries building their own mini countries within our borders. This has to be stopped
Identity Attack0.34000012
Insult0.097093195
Profanity0.039407436
Threat0.0101363575
Severe Toxicity0.010147095
Low Tox 0.2855005 Low Con 0.176 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Cognitive decline on full display with Lena.
Cognitive decline on full display with Lena.
Identity Attack0.011543332
Insult0.2659317
Profanity0.021603432
Threat0.0067898775
Severe Toxicity0.0046539307
Low Tox 0.2855005 Low Con 0.236 Meta_Commentary
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
God! Please, i don,t want help from this medical personal..... I don,t understant 70% of his indian english. What WHY, i did switch dental office in my area, because, owner( specialist from india) , ALL …
God! Please, i don,t want help from this medical personal..... I don,t understant 70% of his indian english. What WHY, i did switch dental office in my area, because, owner( specialist from india) , ALL dentist assistants from the same country, 99% patients from the same country( india). Now i have to drive for dental help almost 40 min, all dental offices close to me, owners the same. Euqual opportunities? NO, whey didn,t hear about this. Where is canadian,english speaking specialists, pharmasy personal?
Identity Attack0.27798235
Insult0.16773392
Profanity0.060951006
Threat0.008427517
Severe Toxicity0.012283325
Low Tox 0.2855005 Constructive 0.592
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
They're not Indians anymore... They're legally Canadians. They are also a part of Canada's prosperity. You're not okay with the whites being in the homeless shelters, but if it were those immigrants who have to …
They're not Indians anymore... They're legally Canadians. They are also a part of Canada's prosperity. You're not okay with the whites being in the homeless shelters, but if it were those immigrants who have to work hard after getting there to build their own life, if they went through a series of misfortune and ended up in the homeless shelters, you wouldn't ever care.
Identity Attack0.36803186
Insult0.089778624
Profanity0.03765389
Threat0.008789998
Severe Toxicity0.008773804
Low Tox 0.2855005 Constructive 0.584
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be …
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be allowed to just up and leave in the millions to any country they want too
Identity Attack0.2831485
Insult0.11616662
Profanity0.08064143
Threat0.010188141
Severe Toxicity0.0119018555
Low Tox 0.2854971 Constructive 0.515 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Look into the murders in edmonton connected to the indian community. One case, a man and his 11 year old were killed in a targeted attack in connection with south asian gangs
Look into the murders in edmonton connected to the indian community. One case, a man and his 11 year old were killed in a targeted attack in connection with south asian gangs
Identity Attack0.33675182
Insult0.06858205
Profanity0.03690237
Threat0.22908778
Severe Toxicity0.013091337
Low Tox 0.2854971 Constructive 0.605
Jan 27, 2026 Inside Canada's Indian Invasion...
WEF agenda. We need to break up this nation.
WEF agenda. We need to break up this nation.
Identity Attack0.10221587
Insult0.061801232
Profanity0.06295506
Threat0.34804323
Severe Toxicity0.013736901
Low Tox 0.2854971 Low Con 0.143 Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Vote liberals and the bigger disaster comtinues.
Vote liberals and the bigger disaster comtinues.
Identity Attack0.10221587
Insult0.1798321
Profanity0.019348921
Threat0.014393489
Severe Toxicity0.005455017
Low Tox 0.2854971 Low Con 0.112
Jan 18, 2026 Canada’s new rules in 2026
To all those who voted liberal, a giant C.N. Tower sized middle finger to you.
To all those who voted liberal, a giant C.N. Tower sized middle finger to you.
Identity Attack0.03919895
Insult0.15627414
Profanity0.087430455
Threat0.1329628
Severe Toxicity0.015157142
Low Tox 0.2854971 Moderate Con 0.325 Call_To_Action
Jan 23, 2026 2.9 million Canadian temporary visas …
Deport deport deport
Deport deport deport
Identity Attack0.16587129
Insult0.06757036
Profanity0.050680235
Threat0.054947287
Severe Toxicity0.016900165
Low Tox 0.2854971 Low Con 0.298 Call_To_Action
Feb 18, 2026 423 likes Canadian immigration officers investigating hundreds …
This is very sad watching as a Canadian
This is very sad watching as a Canadian
Identity Attack0.34649673
Insult0.07998765
Profanity0.021330157
Threat0.00814271
Severe Toxicity0.00957489
Low Tox 0.2854971 Moderate Con 0.443 Fear_Threat
Jan 27, 2026 342 likes Inside Canada's Indian Invasion...
Give me Indian sheikh or Hindu any day over Islam
Give me Indian sheikh or Hindu any day over Islam
Identity Attack0.36702603
Insult0.24928534
Profanity0.09034003
Threat0.13245705
Severe Toxicity0.02444411
Low Tox 0.2854971 Low Con 0.212 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, please come to Turkey and find a solution to the problem of "keko" (street thugs or those who arm themselves and harass people), but be careful, they are dangerous.
Tyler, please come to Turkey and find a solution to the problem of "keko" (street thugs or those who arm themselves and harass people), but be careful, they are dangerous.
Identity Attack0.21866
Insult0.1935001
Profanity0.040910475
Threat0.07399795
Severe Toxicity0.010070801
Low Tox 0.2854971 Constructive 0.585 Comparative_Framing
Feb 22, 2026 Inside Canada's Indian Invasion...
Get them out of the country!!!
Get them out of the country!!!
Identity Attack0.12208464
Insult0.07998765
Profanity0.029596692
Threat0.053007595
Severe Toxicity0.0090408325
Low Tox 0.2854971 Low Con 0.184 Call_To_Action
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
Identity Attack0.32476485
Insult0.24928534
Profanity0.13785136
Threat0.040638234
Severe Toxicity0.023076924
Low Tox 0.2854971 Moderate Con 0.344 Unverified_Claim
Jan 27, 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.