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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 #}

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Active: "That's just what we want …" 1,718 comments · Page 31 of 69
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my …
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my own country and make it a better place to live and not have buch of kids or maybe not even one ❤
Identity Attack0.27991617
Insult0.086852804
Profanity0.108590275
Threat0.021127338
Severe Toxicity0.01502803
Moderate 0.32074678 Constructive 0.627 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)
nobody likes them and nobody wants them. Canada was far better without them
nobody likes them and nobody wants them. Canada was far better without them
Identity Attack0.18235919
Insult0.16802633
Profanity0.026317406
Threat0.029415153
Severe Toxicity0.009384155
Moderate 0.32074678 Low Con 0.213 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Many criminals and wanted terrorists in India have been given asylum in Canada. The previous Canadian PM was openly protecting them.
Many criminals and wanted terrorists in India have been given asylum in Canada. The previous Canadian PM was openly protecting them.
Identity Attack0.29951343
Insult0.24903896
Profanity0.017845914
Threat0.010265815
Severe Toxicity0.008888245
Moderate 0.32020867 Low Con 0.286
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
close the borders... this growth thru welfare, non tax paying immigrants is a fraud... the country was better in 1950 with way way way less population... We want anti immigrant... close the borders... these are …
close the borders... this growth thru welfare, non tax paying immigrants is a fraud... the country was better in 1950 with way way way less population... We want anti immigrant... close the borders... these are not tax payers we bring in......
Identity Attack0.29188538
Insult0.16868424
Profanity0.01764096
Threat0.018710058
Severe Toxicity0.011367798
Moderate 0.32020867 Moderate Con 0.316 Policy_Critique
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
I was at a bus station. Everyone else was foreign. Three young Indian men wanted to fight me. Just to feel power over Canadians. But im called a racist???
I was at a bus station. Everyone else was foreign. Three young Indian men wanted to fight me. Just to feel power over Canadians. But im called a racist???
Identity Attack0.36942887
Insult0.13245803
Profanity0.03489832
Threat0.012078222
Severe Toxicity0.009689331
Moderate 0.32020867 Moderate Con 0.47 Personal_Narrative
Aug 29, 2025 Why Canadians Are Turning Against …
We dont want them here WHY???? THEY TOOK OVER EVERYTHING
We dont want them here WHY???? THEY TOOK OVER EVERYTHING
Identity Attack0.21470967
Insult0.0838533
Profanity0.07740857
Threat0.013579931
Severe Toxicity0.013155893
Moderate 0.31963667 Low Con 0.24 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
Stop blaming Indians. Indians are law abiding citizens. Your problem are due to cultures that want to take over your land
Stop blaming Indians. Indians are law abiding citizens. Your problem are due to cultures that want to take over your land
Identity Attack0.3817989
Insult0.11172232
Profanity0.054437835
Threat0.009747985
Severe Toxicity0.010070801
Moderate 0.31963667 Moderate Con 0.306 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
They should go back to india this is Canada NOT india and no that does not make me racist i have the right of wanting my country to stay the same I was born in
They should go back to india this is Canada NOT india and no that does not make me racist i have the right of wanting my country to stay the same I was born in
Identity Attack0.37292135
Insult0.08558089
Profanity0.031140719
Threat0.008738215
Severe Toxicity0.011749268
Moderate 0.31963667 Constructive 0.519 Identity_Assertion
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
companies support this since more whites doesnt want to have kids anymore or just one
companies support this since more whites doesnt want to have kids anymore or just one
Identity Attack0.381025
Insult0.0816321
Profanity0.08322773
Threat0.010887212
Severe Toxicity0.0126394415
Moderate 0.31963667 Low Con 0.142 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If you want diversity, bring people from all over the world. If you want Indians, bring Indians from all over India. Then where are the Northeast Indians? Where are the Bengalis? Where are the South …
If you want diversity, bring people from all over the world. If you want Indians, bring Indians from all over India. Then where are the Northeast Indians? Where are the Bengalis? Where are the South Indians? Where are even the North Indians? You bring only Punjabis; you exclusively bring rural, uneducated Punjabis, who aren't even 1% of the Indian population, for vote bank purposes. Then you complain about Indians. Whose fault is that?
Identity Attack0.37879246
Insult0.16853803
Profanity0.034146797
Threat0.009851551
Severe Toxicity0.01322045
Moderate 0.31963667 Moderate Con 0.436
Nov 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian, i don't want Canada or any other place in the world to turn into another India...
As an Indian, i don't want Canada or any other place in the world to turn into another India...
Identity Attack0.4006267
Insult0.082866095
Profanity0.02385794
Threat0.00899713
Severe Toxicity0.012435913
Moderate 0.31963667 Constructive 0.515 Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very …
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very culture you chose to leave? Why try to transform Canada into the same culture you walked away from? I truly do not understand these people, especially those from India and Muslim communities, who fill public streets with their old cultural rituals...
Identity Attack0.38445538
Insult0.13607834
Profanity0.023243073
Threat0.0072365063
Severe Toxicity0.008850098
Moderate 0.31825066 Constructive 0.646 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Indians and Pakistanis lover populated their nations and now they want to occupy USA by mass population.
Indians and Pakistanis lover populated their nations and now they want to occupy USA by mass population.
Identity Attack0.3817989
Insult0.0836065
Profanity0.04642162
Threat0.023544617
Severe Toxicity0.013801457
Moderate 0.31825066 Low Con 0.197 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
This video is going down, the slop people don't want to be exposed
This video is going down, the slop people don't want to be exposed
Identity Attack0.04925346
Insult0.09563028
Profanity0.14842765
Threat0.04363242
Severe Toxicity0.015802706
Moderate 0.31686464 Low Con 0.173 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
They don't want in the USA. They just want to get out of India. But go anywhere else then Canada. We don't need more people here, we can't even help our own
They don't want in the USA. They just want to get out of India. But go anywhere else then Canada. We don't need more people here, we can't even help our own
Identity Attack0.37655997
Insult0.12883772
Profanity0.023994578
Threat0.009437286
Severe Toxicity0.011978149
Moderate 0.31686464 Moderate Con 0.327 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
If you don’t like it here , please go home. India called they want u to come home
If you don’t like it here , please go home. India called they want u to come home
Identity Attack0.2795294
Insult0.11797678
Profanity0.050930742
Threat0.024580594
Severe Toxicity0.013285006
Moderate 0.31547862 Low Con 0.188 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Same problem in Australia, we dont want this invasion.
Same problem in Australia, we dont want this invasion.
Identity Attack0.34324843
Insult0.083112895
Profanity0.030138692
Threat0.016292779
Severe Toxicity0.015286255
Moderate 0.31547862 Moderate Con 0.407 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
Identity Attack0.021987455
Insult0.16337912
Profanity0.051932767
Threat0.009903334
Severe Toxicity0.01322045
Moderate 0.31547862 Moderate Con 0.485 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
When the Indians wanted the English speaking colonizers to leave India the English speaking colonizers murdered them en-masse. Now they live with the colonizers on their soil and the colonizers want them to leave..
When the Indians wanted the English speaking colonizers to leave India the English speaking colonizers murdered them en-masse. Now they live with the colonizers on their soil and the colonizers want them to leave..
Identity Attack0.36942887
Insult0.13064787
Profanity0.06546012
Threat0.13815513
Severe Toxicity0.01735206
Moderate 0.31547862 Moderate Con 0.388
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They want the opportunity this country offered that WE worked for but they want ti spit in our face while they take it and block us from getting our own countries benefits and bringing there …
They want the opportunity this country offered that WE worked for but they want ti spit in our face while they take it and block us from getting our own countries benefits and bringing there own culture here to replace
Identity Attack0.2331515
Insult0.15769513
Profanity0.20592089
Threat0.025443908
Severe Toxicity0.016060932
Moderate 0.31547862 Moderate Con 0.35
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Indians are so proud of India but they don't want to live there
Indians are so proud of India but they don't want to live there
Identity Attack0.3817989
Insult0.07840354
Profanity0.06395709
Threat0.012699619
Severe Toxicity0.015867263
Moderate 0.3140926 Moderate Con 0.371
Jan 27, 2026 16,509 likes Inside Canada's Indian Invasion...
Ha. What he wants is very cheap immigrant labor
Ha. What he wants is very cheap immigrant labor
Identity Attack0.31307843
Insult0.16337912
Profanity0.036401358
Threat0.007598988
Severe Toxicity0.007858276
Moderate 0.3140926 Low Con 0.198 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
If y'all read that banned book by mustache man you will come to realize we are 10-15 years away from a world war, only this time the Indians are in place of the Jews, that's …
If y'all read that banned book by mustache man you will come to realize we are 10-15 years away from a world war, only this time the Indians are in place of the Jews, that's not a threat nor do I want that to happen, but if you pay attention to the signs we are at the point where mustache man went to Vienna and saw what he saw. What comes next is a vote for mustache man's 2.0, in 5-10 years, then a movement to expel the Indians, then comes the countries to go to war with over the expulsion, it's going to be 6 million all over again, but that's history... Which no one wants to look at.
Identity Attack0.36702603
Insult0.1662211
Profanity0.11230402
Threat0.108496375
Severe Toxicity0.017674843
Moderate 0.3140926 Moderate Con 0.49 Fear_Threat
Jan 27, 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.