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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: "We are changed with all …" 617 comments · Page 17 of 25
Without immigration Canada would fall... Canadians on their own do not have enough children to sustain the numbers to keep our economy stable. That's why the process is supposed to take awhile, have checks and …
Without immigration Canada would fall... Canadians on their own do not have enough children to sustain the numbers to keep our economy stable. That's why the process is supposed to take awhile, have checks and applications, so we are not just bringing in people, we are bringing in a sustainable number of people that will embrace being Canadian. We need to continue that. What we don't need is an influx of people who have not gone through the process, who do not understand they are being giving an opportunity to join us, and who are willing to be Canadian. No one wants to strip people of their history, but if you are leaving your country, you are doing it because you want something better, something different... the only way you get that is if you embrace where you are, not try and change it to what you left.
Identity Attack0.053854458
Insult0.03511308
Profanity0.014088398
Threat0.0079873605
Severe Toxicity0.0030517578
Low Tox 0.10739898 Constructive 0.669
Aug 26, 2025 Why Canadians Are Turning Against …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Changes to the young affender act that will help with crimes😢
Changes to the young affender act that will help with crimes😢
Identity Attack0.004606233
Insult0.024382202
Profanity0.015044857
Threat0.027515862
Severe Toxicity0.0029754639
Low Tox 0.10696511 Moderate Con 0.339
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian i can tell you in the last 10 years Canada has been vastly changed for the worse by the liberal governments policies.
As a Canadian i can tell you in the last 10 years Canada has been vastly changed for the worse by the liberal governments policies.
Identity Attack0.03636306
Insult0.04032305
Profanity0.013507691
Threat0.006686311
Severe Toxicity0.0019836426
Low Tox 0.10653123 Constructive 0.512 Policy_Critique
Jan 28, 2026 6 likes Inside Canada's Indian Invasion...
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders …
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders changed. That's why Mexican culture blends into the U.S. more naturally - same Western roots, similar religion, long shared history. With India and Canada, it's different. There's no shared history or cultural foundation there, so when large numbers move in, they bring an entirely separate culture instead of blending into what already exists. That's why it feels more noticeable and disconnected.
Identity Attack0.10221587
Insult0.025929155
Profanity0.017436003
Threat0.006815769
Severe Toxicity0.0026893616
Low Tox 0.10653123 Constructive 0.546 Comparative_Framing
Jan 27, 2026 107 likes Inside Canada's Indian Invasion...
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education …
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education and rules followed lived there. Now I am 18 and it is very sad to see that people who lack basic manners are going there in exchange of money, yes it is true that you cannot bring knowledge and good values in yourself with money, European people and American people should also think about this and should ask questions to their government that why are they bringing these people to get profit in the vote bank or are they very educated people, but looking at the condition it is not true that Their parents may have also taught them basic manners, many Indians do not have the flexibility to change their habits after seeing the country, but they would have had problems with people coming to their country from outside who did not live in the Indian culture, but if they did not live with outsiders and were forbidden to do that, then that would be racism! One should follow whatever religion one wants but see again it should change with the new environment, even in nature when a species migrates to a new place it follows the rules and practices it uses, it does not mean that its genetics change completely.
Identity Attack0.037136484
Insult0.03511308
Profanity0.027683776
Threat0.007598988
Severe Toxicity0.0028038025
Low Tox 0.10609736 Constructive 0.759 Identity_Assertion
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
Canadas immigration system has been in the gutter since JT. It needs to change along with asylum criteria.
Canadas immigration system has been in the gutter since JT. It needs to change along with asylum criteria.
Identity Attack0.037394293
Insult0.032799274
Profanity0.018734055
Threat0.0074565844
Severe Toxicity0.002193451
Low Tox 0.10566349 Moderate Con 0.412 Policy_Critique
Feb 18, 2026 46 likes Canadian immigration officers investigating hundreds …
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are …
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are acting like victims when the same is done to them. It IS about race. Would they feel the same if the immigrants looked like them? I doubt it
Identity Attack0.09741807
Insult0.023479814
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0021839142
Low Tox 0.10566349 Moderate Con 0.457
Aug 26, 2025 Why Canadians Are Turning Against …
There was no fall of Canada's immigration system ...there was a purposeful change to allow unqualified / unvetted individuals into Canada ...
There was no fall of Canada's immigration system ...there was a purposeful change to allow unqualified / unvetted individuals into Canada ...
Identity Attack0.035847444
Insult0.04383647
Profanity0.010108846
Threat0.006084333
Severe Toxicity0.0016880035
Low Tox 0.10522962 Low Con 0.299 Policy_Critique
Feb 17, 2026 10 likes LILLEY UNLEASHED: The fall of …
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Identity Attack0.06658725
Insult0.028171662
Profanity0.011492296
Threat0.006194372
Severe Toxicity0.0019931793
Low Tox 0.10522962 Constructive 0.513
Aug 25, 2025 Why Canadians Are Turning Against …
Police CAN NOT PROTECT YOU FROM CRIMINALS. SELF DEFENSE LAWS NEED TO CHANGE!!! CASTLE LAW!!!!!!
Police CAN NOT PROTECT YOU FROM CRIMINALS. SELF DEFENSE LAWS NEED TO CHANGE!!! CASTLE LAW!!!!!!
Identity Attack0.00828752
Insult0.03885912
Profanity0.0127903465
Threat0.0100069
Severe Toxicity0.002231598
Low Tox 0.104361884 Low Con 0.193 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
As an immigrant who came 10 yrs ago , I dont recognize this country anymore!! We need to stand up and fight for Canadians' values, culture, and language, Immigration has to change NOW !!!
As an immigrant who came 10 yrs ago , I dont recognize this country anymore!! We need to stand up and fight for Canadians' values, culture, and language, Immigration has to change NOW !!!
Identity Attack0.068465814
Insult0.023093075
Profanity0.011765569
Threat0.006848133
Severe Toxicity0.002374649
Low Tox 0.104361884 Constructive 0.625
Aug 31, 2025 258 likes Why Canadians Are Turning Against …
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
For everyone complaining here..write all your MPs and MLA to demand change. Stop renting housing to them, stop employing them, stop doing business with immigrant owned businesses, etc. If canadians care everyone can take action!
Identity Attack0.062039822
Insult0.029163294
Profanity0.0118338885
Threat0.007145886
Severe Toxicity0.0022220612
Low Tox 0.103928015 Constructive 0.62 Call_To_Action
Dec 30, 2025 1 likes IRCC Names India in Study …
And Dental benefits. $2000 each year at 100% after May 1st changes to 70% . Most of the working middle class does not get benefits like that. 😂 How is possible that war refugees can …
And Dental benefits. $2000 each year at 100% after May 1st changes to 70% . Most of the working middle class does not get benefits like that. 😂 How is possible that war refugees can go back home for visit at least 1 per year and I can not afford any?
Identity Attack0.038167715
Insult0.029934563
Profanity0.017572641
Threat0.006647474
Severe Toxicity0.002155304
Low Tox 0.103494145 Constructive 0.601 Economic_Argument
Feb 25, 2026 'We do know that there's …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that be want the west to fall too much
Identity Attack0.019073274
Insult0.02708937
Profanity0.02392626
Threat0.012596053
Severe Toxicity0.0025177002
Low Tox 0.103494145 Low Con 0.131
Oct 6, 2025 IRCC Names India in Study …
I welcome diversity in Canada but people here illegally and breaking laws (usually against their own community) should be removed from Canada in an expedited fashion. Special courts and changes to the law may be …
I welcome diversity in Canada but people here illegally and breaking laws (usually against their own community) should be removed from Canada in an expedited fashion. Special courts and changes to the law may be necessary to expedite removals.
Identity Attack0.048480038
Insult0.02618698
Profanity0.011099464
Threat0.025271246
Severe Toxicity0.0031280518
Low Tox 0.103494145 Constructive 0.656 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of …
If we really see the forest for the trees... This is a worldwide agenda... To.. create a helplessness around the socio economic politics.. to even out the playing field of... Everyone.. & the lack of judicial reform.. to ensure Chaos.. & the eventual Militarized police officers... & The acceptance of law and...Dis. order..... . This really ruins it for the people who appreciate the opportunity for Canadian citizens who really do wish to be legitimate taxpayers & actually work.... ... Just another example of how the government is utterly COMPLICIT in denigrating the Judicial SYSTEM... ... .... This is not a Party Partisanship issue... . It is the.. weakening of our system as a whole... ... As we have seen... The demographics of crime... Is an extreme issue... Not to be taken lightly.... This is beyond sad... It is sheer Apathy.. of the Canadian government to... Protect against outside influences.... Perhaps we might consider that.... ... Some people don't have a creed of .. Civil obedience... Our laws must change... & Radically... As .. some are just given to the thoughts of... Scamming the system... & Trying to get away with.. whatever they can... We need actual... Teeth in our Judicial SYSTEM.. 😮...
Identity Attack0.01139534
Insult0.05144889
Profanity0.01764096
Threat0.007521313
Severe Toxicity0.0023174286
Low Tox 0.103494145 Moderate Con 0.496 Fear_Threat
Dec 24, 2025 Deportations From Canada at Their …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different land, these same people become more attached to their original culture and religion, even more orthodox in their beliefs. They try to recreate what is familar. Why are we surprised most are not assimilating? It takes, for most, many generations. And even then. Immigrants will always, in one way or another affect change in the general culture. Think of different cuisine, the arts, influences on our beliefs, etc. What is a Canadian anyways? One who lives here? Who pays taxes here? How long of roots do you need to have before you are no longer called an immigrant? We have a very large country and from one community to another there is a difference in the culture. Perhaps we need to be clearer on what is in fact our highest Canadian values and communicate them more effectively. I would also like to add that there is suffering in not being able to pass on your culture. Watching your children and grandchildren speaking a different language, not having them understand yours enough for you to enjoy signing traditional songs to, not being able to guide them in your religious beliefs, etc., in the name of them becoming assimilated. I am experiencing these and my roots go back over 400 years on this land.
Identity Attack0.07673789
Insult0.027730936
Profanity0.018734055
Threat0.006861079
Severe Toxicity0.0023174286
Low Tox 0.102626406 Constructive 0.861
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Yup,the Unifier of the Reich is running the demographic cultural change…. Then disarm, then I’d verification, then surveillance and control. All the same from southafrica to London to Brampton.
Yup,the Unifier of the Reich is running the demographic cultural change…. Then disarm, then I’d verification, then surveillance and control. All the same from southafrica to London to Brampton.
Identity Attack0.032753747
Insult0.022319598
Profanity0.016479544
Threat0.009929225
Severe Toxicity0.0038528442
Low Tox 0.10175867 Low Con 0.166 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— you’ll never come back. If you book your own flight out thru this app, it is free and you have a chance to come back legally one day. We’ll even throw in $1K USD for spending. This way you get the change to say goodbye, pack, and plan to leave… otherwise, we will pick the time and place you’ll leave and you’ll end up detained while waiting to leave.”
Identity Attack0.00984143
Insult0.038566336
Profanity0.021056883
Threat0.010395273
Severe Toxicity0.0028800964
Low Tox 0.10175867 Moderate Con 0.433
Nov 20, 2025 6 likes Thousands of refugees allowed into …
we should change our national language to Punjab
we should change our national language to Punjab
Identity Attack0.06795148
Insult0.019032324
Profanity0.026590679
Threat0.010680079
Severe Toxicity0.005302429
Low Tox 0.1013248 Low Con 0.206
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Things will never change here until the Liberal government is gone so stop voting for them .
Things will never change here until the Liberal government is gone so stop voting for them .
Identity Attack0.021987455
Insult0.029714199
Profanity0.014464149
Threat0.010110466
Severe Toxicity0.002193451
Low Tox 0.10089093 Moderate Con 0.319 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used Donald, to say most of us changed our minds and wanted to reward the Liberals for their stellar performance over the last ten years. We need change now!
Identity Attack0.018872296
Insult0.036545437
Profanity0.019348921
Threat0.0077284453
Severe Toxicity0.0019550323
Low Tox 0.10045706 Constructive 0.762
Aug 27, 2025 Why Canadians Are Turning Against …
Well the world has changed a lot and especially considering most of Canadians are boomers ! That model doesnt work anymore
Well the world has changed a lot and especially considering most of Canadians are boomers ! That model doesnt work anymore
Identity Attack0.053399716
Insult0.032138187
Profanity0.012892825
Threat0.005945166
Severe Toxicity0.0017929077
Low Tox 0.10002319 Low Con 0.295 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
I visited Brampton over New Year's 2018. I couldn't believe how huge the Indian community was at the time. The weather was extremely brutal, so we didn't go out much. Everywhere we did go was …
I visited Brampton over New Year's 2018. I couldn't believe how huge the Indian community was at the time. The weather was extremely brutal, so we didn't go out much. Everywhere we did go was ALL Indian! I was visiting a friend's family. I remember asking him if there were any cultural conflicts between the immigrants and the Canadians. At the time, it didn't seem to be a problem. Evidently, a lot has changed since then!
Identity Attack0.10221587
Insult0.023995465
Profanity0.014600786
Threat0.0073918556
Severe Toxicity0.002708435
Low Tox 0.09958932 Constructive 0.776
Sep 25, 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.