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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 561 of 1230
the difference is not the color of the skin, the difference is cultural.. when people move to any country and refuse to assimilate and adopt the ways of the host country.. instead they bring their …
the difference is not the color of the skin, the difference is cultural.. when people move to any country and refuse to assimilate and adopt the ways of the host country.. instead they bring their own rules and the way they did things from the country of origin. if they throw trash in the streets where they use to live they throw trash in the streets in the host country.. and again as I said on another video of yours, we use to have a sustainable model that took in high value people (most of the time) now with the liberals they have brought in everyone including criminals, those who refuse to speak English, those who want to keep the way of life they had elsewhere, uneducated, and going to fake schools that are only there to get people here on student visas. their culture is one of scams, racism, do we have good east Indians? yes 100% I have met many that I love, but over these past few years the ones who have taken over.. no.. they do not have any respect for us or even those East Indians that have been here for generations.
Identity Attack0.15731181
Insult0.107333586
Profanity0.09324962
Threat0.008841781
Severe Toxicity0.009841919
Low Tox 0.24924077 Constructive 0.705
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
Identity Attack0.3043136
Insult0.0623257
Profanity0.024814399
Threat0.00746953
Severe Toxicity0.0076293945
Low Tox 0.24924077 Moderate Con 0.349
Nov 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We’re suffocated please go home
We’re suffocated please go home
Identity Attack0.029402243
Insult0.06372428
Profanity0.07708528
Threat0.059796512
Severe Toxicity0.011291504
Low Tox 0.24924077 Moderate Con 0.363
Jan 16, 2026 2.9 million Canadian temporary visas …
It was the same 20 years ago..but recently the authorities became more and more greedy as immigrants brought in money to prop up their economy without any hard work.😮
It was the same 20 years ago..but recently the authorities became more and more greedy as immigrants brought in money to prop up their economy without any hard work.😮
Identity Attack0.18546575
Insult0.14150882
Profanity0.023789622
Threat0.006738094
Severe Toxicity0.004043579
Low Tox 0.24924077 Low Con 0.284 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Every Haitian that went to US is now here. They still coming and nobody stops it
Every Haitian that went to US is now here. They still coming and nobody stops it
Identity Attack0.29798782
Insult0.058475737
Profanity0.05543986
Threat0.012078222
Severe Toxicity0.009994507
Low Tox 0.24924077 Low Con 0.267
Nov 21, 2025 Thousands of refugees allowed into …
Trudeau has made such a mess of our country single handedly all by himself
Trudeau has made such a mess of our country single handedly all by himself
Identity Attack0.007954539
Insult0.22770336
Profanity0.024472807
Threat0.0072753434
Severe Toxicity0.00333786
Low Tox 0.24924077 Low Con 0.256
Nov 17, 2025 1 likes Why Canadians Are Turning Against …
Nuke Brampton
Nuke Brampton
Identity Attack0.030691283
Insult0.039737478
Profanity0.0913099
Threat0.31721663
Severe Toxicity0.021806452
Low Tox 0.24924077 Moderate Con 0.347 Fear_Threat
Sep 20, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
How do you know they were Indian and not khalistani "sikh activists" in burrrampton and Surrey?
How do you know they were Indian and not khalistani "sikh activists" in burrrampton and Surrey?
Identity Attack0.2831485
Insult0.09416737
Profanity0.03990845
Threat0.009437286
Severe Toxicity0.008392334
Low Tox 0.24924077 Low Con 0.271
Oct 1, 2025 IRCC Names India in Study …
I just heard an Indian man call Canada cheap to live 🤣 I guess it would be when the government pays your way 💀
I just heard an Indian man call Canada cheap to live 🤣 I guess it would be when the government pays your way 💀
Identity Attack0.23542951
Insult0.0836065
Profanity0.05268429
Threat0.010058682
Severe Toxicity0.008888245
Low Tox 0.24924077 Moderate Con 0.399 Humor_Satire
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
My town of 50K is going through this now. Any business you do will 80-90% be with people from India. They are buying businesses. No more jobs or housing, no integration, health care suffering and …
My town of 50K is going through this now. Any business you do will 80-90% be with people from India. They are buying businesses. No more jobs or housing, no integration, health care suffering and they don't put their money into this country.
Identity Attack0.28622448
Insult0.06687108
Profanity0.022149978
Threat0.0086087575
Severe Toxicity0.008583069
Low Tox 0.24924077 Constructive 0.603
Oct 6, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Every politician wants to be in power, liberals want to stay in power forever. So they make illegals Legolas, the more the Better, give them benefits, heath care .. corrupt the media .. 1984 .. …
Every politician wants to be in power, liberals want to stay in power forever. So they make illegals Legolas, the more the Better, give them benefits, heath care .. corrupt the media .. 1984 .. is here but on steroids. Alberta must leave what used to be Canada asap.
Identity Attack0.10221587
Insult0.17237684
Profanity0.018187506
Threat0.009230154
Severe Toxicity0.0045776367
Low Tox 0.24924077 Low Con 0.269 Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Durka durka
Durka durka
Identity Attack0.019776696
Insult0.107333586
Profanity0.2263305
Threat0.00933372
Severe Toxicity0.018384963
Low Tox 0.24924077 Low Con 0.235 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
Identity Attack0.17070955
Insult0.08410009
Profanity0.028776871
Threat0.010602405
Severe Toxicity0.0090408325
Low Tox 0.24924077 Moderate Con 0.466 Moral_Argument
Sep 5, 2025 Why Canadians Are Turning Against …
As a Muslim I don't support this man who speek as Muslim he does not represent Muslim or Islam or me Canada is not for only for Muslims but for all religion and believe . …
As a Muslim I don't support this man who speek as Muslim he does not represent Muslim or Islam or me Canada is not for only for Muslims but for all religion and believe . we as Muslim we should respect others and love one another. Canada have no place for any form of racisist comments .
Identity Attack0.28034934
Insult0.07396803
Profanity0.019280603
Threat0.0072882893
Severe Toxicity0.0049972534
Low Tox 0.24924077 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
Their visa is expired, they MUST leave Canada NOW!!! No extensions, no renewals, no excuses, no sympathy. GET OUT!!!!!
Their visa is expired, they MUST leave Canada NOW!!! No extensions, no renewals, no excuses, no sympathy. GET OUT!!!!!
Identity Attack0.094936445
Insult0.0836065
Profanity0.01620627
Threat0.017846745
Severe Toxicity0.0077438354
Low Tox 0.24924077 Low Con 0.162 Call_To_Action
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
Better to just avoid America. Make America poor again
Better to just avoid America. Make America poor again
Identity Attack0.011805381
Insult0.022729047
Profanity0.00017301345
Threat0.05070331
Severe Toxicity0.00002030013
Low Tox 0.24786666
Dec 10, 2025
they must be removed at all costs!
they must be removed at all costs!
Identity Attack0.01756594
Insult0.032909457
Profanity0.02522431
Threat0.34804323
Severe Toxicity0.01302678
Low Tox 0.24763705 Low Con 0.198 Fear_Threat
Sep 29, 2025 IRCC Names India in Study …
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
Identity Attack0.10221587
Insult0.10294484
Profanity0.082581155
Threat0.012026439
Severe Toxicity0.010375977
Low Tox 0.24763705 Low Con 0.173 Unverified_Claim
Dec 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Ironically Europeans were seeking India when Columbus found the already inhabited Americans so they labeled indigenous peoples as American Indians. Allegedly after they invaded and reduced the Indigenous, then expanded across the lands then founded …
Ironically Europeans were seeking India when Columbus found the already inhabited Americans so they labeled indigenous peoples as American Indians. Allegedly after they invaded and reduced the Indigenous, then expanded across the lands then founded 🎊Thanksgivings Day🎊 to celebrate ☠️⚔️🍇🔫🔫🔫🔥🔥🔥
Identity Attack0.27682206
Insult0.06494803
Profanity0.069969244
Threat0.01698343
Severe Toxicity0.013349563
Low Tox 0.24763705 Moderate Con 0.472 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
ooohhh noooooo people immigrated to a country who was welcoming immigrantsss ohhh noooo how can theyyyy :((
ooohhh noooooo people immigrated to a country who was welcoming immigrantsss ohhh noooo how can theyyyy :((
Identity Attack0.23618884
Insult0.05027775
Profanity0.031391226
Threat0.008077981
Severe Toxicity0.0077819824
Low Tox 0.24763705 Moderate Con 0.374 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Like why are Indians so happy about their nation even though they don’t live there
Like why are Indians so happy about their nation even though they don’t live there
Identity Attack0.28034934
Insult0.056719027
Profanity0.047173142
Threat0.008531082
Severe Toxicity0.009994507
Low Tox 0.24763705 Low Con 0.276 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sikhs are generally nice people but still... When is enough enough, or how long is a piece of string?
Sikhs are generally nice people but still... When is enough enough, or how long is a piece of string?
Identity Attack0.24293575
Insult0.06634661
Profanity0.07676199
Threat0.08856395
Severe Toxicity0.014317908
Low Tox 0.24763705 Moderate Con 0.397 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You cannot get a better standard of living by driving our country into a Third World that you just left to get a better life
You cannot get a better standard of living by driving our country into a Third World that you just left to get a better life
Identity Attack0.16373143
Insult0.06757036
Profanity0.029888187
Threat0.009540852
Severe Toxicity0.008964539
Low Tox 0.24763705 Low Con 0.208
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
Identity Attack0.22707681
Insult0.070482984
Profanity0.057443913
Threat0.18281023
Severe Toxicity0.023076924
Low Tox 0.24763705 Low Con 0.196 Identity_Assertion
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
haha, canada becomes india :)
haha, canada becomes india :)
Identity Attack0.2795294
Insult0.081261896
Profanity0.034397304
Threat0.00789674
Severe Toxicity0.009536743
Low Tox 0.24763705 Moderate Con 0.332
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.