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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 321 of 1230
Indian men will soon breeed white women 😂😂❤❤❤
Indian men will soon breeed white women 😂😂❤❤❤
Identity Attack0.4508763
Insult0.16751462
Profanity0.14930901
Threat0.055270568
Severe Toxicity0.023364257
Moderate 0.39231625 Low Con 0.122 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Get them out.....please get them out....from a member of the Indian diaspora.
Get them out.....please get them out....from a member of the Indian diaspora.
Identity Attack0.45610145
Insult0.16831873
Profanity0.07676199
Threat0.091630474
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.321 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Liberals have destroyed our nation
Liberals have destroyed our nation
Identity Attack0.37292135
Insult0.24928534
Profanity0.15371579
Threat0.071698055
Severe Toxicity0.016190045
Moderate 0.39231625 Low Con 0.268 Policy_Critique
Jul 17, 2025 1 likes How Canada broke its immigration …
I AM SO GLAD TRUMP IS IN OFFICE AND CRACKING DOWN ON MIGRANTS COMING INTO AMERICA. FOR YOU INDIA PEOPLE MOVING INTO ANOTHER COUNTRY AND CULTURE PUTTING STATUES ON SOMEONE ELSES LAND IS DISRESPECTFUL
I AM SO GLAD TRUMP IS IN OFFICE AND CRACKING DOWN ON MIGRANTS COMING INTO AMERICA. FOR YOU INDIA PEOPLE MOVING INTO ANOTHER COUNTRY AND CULTURE PUTTING STATUES ON SOMEONE ELSES LAND IS DISRESPECTFUL
Identity Attack0.44690517
Insult0.24928534
Profanity0.06796519
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.428 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Auslander Raus!!!
Auslander Raus!!!
Identity Attack0.44690517
Insult0.26957804
Profanity0.0961592
Threat0.032005094
Severe Toxicity0.03680043
Moderate 0.39231625 Low Con 0.199
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
An entire panel of I'm guessing liberal women...and fraud. hmmm. yep nothing to see here....lol
An entire panel of I'm guessing liberal women...and fraud. hmmm. yep nothing to see here....lol
Identity Attack0.31015682
Insult0.37846634
Profanity0.050930742
Threat0.008582866
Severe Toxicity0.012359619
Moderate 0.39231625 Low Con 0.219 Meta_Commentary
Sep 30, 2025 IRCC Names India in Study …
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with …
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with people crammed into them. Iv now moved my family (wife and 4 kids) repeatedly to escape immigration. We not live in Peterborough Ont which is about 80% white. Town reminds me of the place i grew up in, but I'm sure we will have to continue further north at some point.
Identity Attack0.3817989
Insult0.39297962
Profanity0.08775374
Threat0.007573096
Severe Toxicity0.015350811
Moderate 0.39231625 Constructive 0.759
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from young Canadians that are needing a first job like tim hortons or any of the sort. it’s ridiculous the job market in canada is destroyed because of this immigration mess
Identity Attack0.27991617
Insult0.41767508
Profanity0.075792134
Threat0.008556974
Severe Toxicity0.009117126
Moderate 0.39231625 Constructive 0.504 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Desi breeds like rabbits. New few years population will be triplex
Desi breeds like rabbits. New few years population will be triplex
Identity Attack0.33060804
Insult0.36939126
Profanity0.20139475
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.23 Unverified_Claim
Jan 11, 2026 Inside Canada's Indian Metropolis (Brampton)
Pakistan is spreading filth in Canada against its own country India by radicalizing even the very nice and good Sikh community, but we all have faith that Hindu and Sikh people will work only for …
Pakistan is spreading filth in Canada against its own country India by radicalizing even the very nice and good Sikh community, but we all have faith that Hindu and Sikh people will work only for the good of Canada.
Identity Attack0.46050715
Insult0.27558193
Profanity0.08096472
Threat0.011353259
Severe Toxicity0.022322904
Moderate 0.39231625 Constructive 0.568 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian men will soon breeed white women 😂😂❤❤❤
Indian men will soon breeed white women 😂😂❤❤❤
Identity Attack0.4508763
Insult0.16751462
Profanity0.14930901
Threat0.055270568
Severe Toxicity0.023364257
Moderate 0.39231625 Low Con 0.122 Identity_Assertion
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
Indian men will soon breeed white women 😂😂❤❤❤
Indian men will soon breeed white women 😂😂❤❤❤
Identity Attack0.4508763
Insult0.1662211
Profanity0.14754629
Threat0.05397744
Severe Toxicity0.023317307
Moderate 0.39021665 Low Con 0.12 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
I was born there, my family quickly became unwelcome in a brown neighborhood. We moved away because of that. We refer to it as "Bramladesh" now.. The thing is, I don't blame these people for …
I was born there, my family quickly became unwelcome in a brown neighborhood. We moved away because of that. We refer to it as "Bramladesh" now.. The thing is, I don't blame these people for wanting to seek a better life. I do however blame them for turning the city into a flaming trashcan. We have enough skipthedishes and uber drivers.. we don't need another 500,000 of them.
Identity Attack0.36702603
Insult0.40243408
Profanity0.082581155
Threat0.010110466
Severe Toxicity0.015996376
Moderate 0.39021665 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
So white people from Europe are complaining about emigrants lol
So white people from Europe are complaining about emigrants lol
Identity Attack0.45610145
Insult0.16802633
Profanity0.12639372
Threat0.009411395
Severe Toxicity0.01735206
Moderate 0.39021665 Low Con 0.256 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
From England, fight back against these Indians Canada 🇨🇦
From England, fight back against these Indians Canada 🇨🇦
Identity Attack0.4887047
Insult0.21368977
Profanity0.075792134
Threat0.13211988
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.254
Sep 20, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
It's all ONE BIG SCAM on Canadians. Time to deport and start over.
It's all ONE BIG SCAM on Canadians. Time to deport and start over.
Identity Attack0.37292135
Insult0.32682732
Profanity0.032643758
Threat0.13363713
Severe Toxicity0.017674843
Moderate 0.39021665 Low Con 0.209 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Never, ever vote Liberal. You made your bed, now sleep in it. If you are are a white Canadian from birth, you are now the minority. This is not my Canada.😢
Identity Attack0.4482637
Insult0.24835461
Profanity0.022559889
Threat0.010032792
Severe Toxicity0.016125489
Moderate 0.39021665 Moderate Con 0.366 Call_To_Action
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Those complaining aren't immigrants?? Some of these are not good like when white came to these shores brought disease and other bad things so get along this ain't gonna stop...
Identity Attack0.45610145
Insult0.24928534
Profanity0.089370176
Threat0.014738814
Severe Toxicity0.01935331
Moderate 0.39021665 Moderate Con 0.48
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the …
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the countries they are moving into. It's too high rate of immigration that's threatening the fabric the west. All they have is racist and white and colonial guilt to insinuate their way in. Objectively saying, the west is collapsing rapidly than we can realize and react. Having too many guests threatens your safety and the wellbeing of your children. Having immigrants is good, but it has to be well regulated, monitored ensuring assimilation and culture compliant. To those navie westerners, too foolishly craving immigrants, why don't you try to move to their countries? Your moral virtues should serve you first.
Identity Attack0.40883094
Insult0.34237885
Profanity0.09583591
Threat0.06205949
Severe Toxicity0.021806452
Moderate 0.39021665 Moderate Con 0.489 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Not like the Cons would have been much better but Canadians saw them destroy the country and replace us in a decade and decided they wanted more lmao. Absolute joke of a country we've become, …
Not like the Cons would have been much better but Canadians saw them destroy the country and replace us in a decade and decided they wanted more lmao. Absolute joke of a country we've become, genuinely embarrassing
Identity Attack0.3072352
Insult0.40189892
Profanity0.08290444
Threat0.011405042
Severe Toxicity0.014059683
Moderate 0.39021665 Low Con 0.29 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration, housing, defence, fiscal, taxes.. there isn't a file that this putrid government hasn't wrecked.
Immigration, housing, defence, fiscal, taxes.. there isn't a file that this putrid government hasn't wrecked.
Identity Attack0.047190998
Insult0.42367843
Profanity0.10735235
Threat0.009307829
Severe Toxicity0.009727478
Moderate 0.39021665 Low Con 0.292 Policy_Critique
Oct 5, 2025 1 likes How Canada broke its immigration …
Last Muslim guy sounds so scary 😨
Last Muslim guy sounds so scary 😨
Identity Attack0.4139151
Insult0.16989174
Profanity0.119731516
Threat0.108496375
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.296
Aug 25, 2025 Why Canadians Are Turning Against …
2026 for a brain tumour this is enough to kill you or spread all over. This is unacceptable one week maximum.
2026 for a brain tumour this is enough to kill you or spread all over. This is unacceptable one week maximum.
Identity Attack0.021183543
Insult0.1711343
Profanity0.10023434
Threat0.49142194
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.291 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
@21:50 khalistan is also part of the drug network franchise that uses these comtrolled and bought routes for human trafficking This will only get worse...ur present pm is a hell bent globalists whose aim is …
@21:50 khalistan is also part of the drug network franchise that uses these comtrolled and bought routes for human trafficking This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many compalining about indians in the west ..dint realise the globalist plan and r also as braiwnashed as the indians who r actually seaking asylum from the designed poverty corruption and pollution ..the govt programs on cleaning up rivers and the nation have all been pilfered by the corrupt polticians who r the same ones runnig npart of the drug networks from golden traiangle, india , golden crescent ,dubai , israel, rotterdam...mexico.. And they use these routes for human trafficking... All the people are caught up in between this devil and the dark deep sea.. Utube : wire manipur CM dtuglord brind asp Utube : ntt manipur CM druglord brinda asp Utube : esptein dubai Utube : epstein saudi Human and child trafficking pivots on this crypto neo caliphate aixs for decades...now they are weaponsing it to create global chaos and tension between cultures .. Utube : esptein kashoggi octopus Googlw : insight crime mexico 800 tons india precursors
Identity Attack0.37879246
Insult0.40243408
Profanity0.22889622
Threat0.063675895
Severe Toxicity0.023599008
Moderate 0.39021665 Moderate Con 0.486 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
New york City metro station American Star poop in NYC metro station
New york City metro station American Star poop in NYC metro station
Identity Attack0.044612918
Insult0.18604483
Profanity0.36225098
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.274 Advertisement_Spam
Jan 28, 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.