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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: "The Immigrants are why the …" 3,653 comments · Page 84 of 147
Immigrants should keep their culture eithin their house and communities, but all canadians have to respect all culture if they are not nuisance to other people that they dont belong to your culture.
Immigrants should keep their culture eithin their house and communities, but all canadians have to respect all culture if they are not nuisance to other people that they dont belong to your culture.
Identity Attack0.26833034
Insult0.071116626
Profanity0.017504321
Threat0.0071717775
Severe Toxicity0.00459671
Low Tox 0.21374844 Constructive 0.534
Oct 6, 2025 Why Canadians Are Turning Against …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee and asylum seekers who are a liability. Also as a sikh Indo Canadian. I couldnt care less about Khalistan.
Identity Attack0.23163283
Insult0.06984934
Profanity0.020032106
Threat0.007197669
Severe Toxicity0.0050735474
Low Tox 0.21374844 Constructive 0.782 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigrant here, we got vetted and the condition to get into Canada was that we were WANTED by a employer so desperately that they paid crazy money to get us in. We speak English in …
Immigrant here, we got vetted and the condition to get into Canada was that we were WANTED by a employer so desperately that they paid crazy money to get us in. We speak English in public and we did pretty good here. Well until the libs took over and everything goes downhill now for 10 consecutive years. What's coming now is going to change the country to the worse.
Identity Attack0.06158508
Insult0.1469393
Profanity0.036401358
Threat0.0068028234
Severe Toxicity0.0033187866
Low Tox 0.21374844 Constructive 0.634
Aug 31, 2025 Why Canadians Are Turning Against …
As a legal immigrant this is unfair for everyone who respect this Country. This is a joke 🤮🤮
As a legal immigrant this is unfair for everyone who respect this Country. This is a joke 🤮🤮
Identity Attack0.10221587
Insult0.06739554
Profanity0.024131214
Threat0.00636914
Severe Toxicity0.0042533875
Low Tox 0.21374844 Moderate Con 0.389
Sep 29, 2025 IRCC Names India in Study …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing ?
Identity Attack0.11163961
Insult0.086852804
Profanity0.016069634
Threat0.0086087575
Severe Toxicity0.003528595
Low Tox 0.21241048 Low Con 0.289 Fear_Threat
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting in millions of international students whom many have little intention to study while quick to seek asylum. They are more like indentured labourers ripe to be exploited by their very own. Which country welcomes refugees and illegal immigrants with open arms, treating them far better than seniors who toiled for decades. Only in Canada! Oh Indicanada!
Identity Attack0.11744241
Insult0.11464815
Profanity0.020032106
Threat0.009281937
Severe Toxicity0.0060653687
Low Tox 0.21241048 Moderate Con 0.441 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government …
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government and our boomers.
Identity Attack0.16159154
Insult0.083359696
Profanity0.014634945
Threat0.008919456
Severe Toxicity0.0046539307
Low Tox 0.21107252 Constructive 0.587
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Why such a small reduction? WE NEED TO STOP IMMIGRANTS POURING INTO CANADA NOW. THERE ARE WAY, WAY TOO MANY HERE
Why such a small reduction? WE NEED TO STOP IMMIGRANTS POURING INTO CANADA NOW. THERE ARE WAY, WAY TOO MANY HERE
Identity Attack0.23694818
Insult0.047349896
Profanity0.013336895
Threat0.008841781
Severe Toxicity0.005645752
Low Tox 0.21107252 Low Con 0.236 Fear_Threat
Jan 3, 2026 New rules, regulations take effect …
The funniest thing I’ve noticed with some Indian immigrants is that they genuinely believe they don’t have an accent when speaking English. In fact, they often think the way they say the words is how …
The funniest thing I’ve noticed with some Indian immigrants is that they genuinely believe they don’t have an accent when speaking English. In fact, they often think the way they say the words is how English is supposed to sound.
Identity Attack0.2795294
Insult0.06459839
Profanity0.056441884
Threat0.007340072
Severe Toxicity0.0061416626
Low Tox 0.21107252 Moderate Con 0.409 Humor_Satire
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect …
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect the rules of that house. I hate people trying to change the rules to their convenience. I know a lot of immigrants just living off the system, I work 2 jobs and the day I was laid off I refused to collect EI out of self respect, why because I knew I could find another job. But many is like they are looking forward to get laid off or fired to collect government benefits. I couldn't believe that the police and military actually modified their customs to allow Indians to wear turbant. I applaud the people that requested in Ontario to do not wear any religious stuff, because people is only Canadian when is convenient, when not they are Muslims, Indians, etc. that's total BS you are Canadian? act like one, be one all the time; if not go back wherever you came from don't bring more problems to a place that already has more than enough
Identity Attack0.16587129
Insult0.07840354
Profanity0.08225787
Threat0.009411395
Severe Toxicity0.0065994263
Low Tox 0.21107252 Constructive 0.715 Personal_Narrative
Sep 9, 2025 Why Canadians Are Turning Against …
We want them out now and the students also and immigrants on welfare or other government assistance 😮😮😮
We want them out now and the students also and immigrants on welfare or other government assistance 😮😮😮
Identity Attack0.18002926
Insult0.05144889
Profanity0.0166845
Threat0.011172019
Severe Toxicity0.006752014
Low Tox 0.21107252 Moderate Con 0.304
Jan 17, 2026 2.9 million Canadian temporary visas …
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in …
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in to suppress the wage growth.
Identity Attack0.10293542
Insult0.10294484
Profanity0.019690514
Threat0.006815769
Severe Toxicity0.003929138
Low Tox 0.21107252 Moderate Con 0.338 Policy_Critique
Feb 4, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
They should also limit by place of Origin, nearly half of all immigrants come from India, need more variety
They should also limit by place of Origin, nearly half of all immigrants come from India, need more variety
Identity Attack0.28034934
Insult0.039737478
Profanity0.027137227
Threat0.009048914
Severe Toxicity0.0073242188
Low Tox 0.20839658 Moderate Con 0.326 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous folks felt when settlers showed up and changed everything.
Identity Attack0.22458547
Insult0.081508696
Profanity0.013268576
Threat0.007068211
Severe Toxicity0.0041389465
Low Tox 0.20839658 Constructive 0.534 Moral_Argument
Sep 18, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Canada was a safer country before the influx in immigrants.
Canada was a safer country before the influx in immigrants.
Identity Attack0.21866
Insult0.06953252
Profanity0.014874061
Threat0.0067445673
Severe Toxicity0.0051879883
Low Tox 0.20839658 Low Con 0.235 Fear_Threat
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
It's all ur govt fault first they allow millions of immigrants for cheap labour and now locals are facing problems instead of harrassing immigrants ask ur govt why did they do it
It's all ur govt fault first they allow millions of immigrants for cheap labour and now locals are facing problems instead of harrassing immigrants ask ur govt why did they do it
Identity Attack0.1508922
Insult0.075868964
Profanity0.018255826
Threat0.0100069
Severe Toxicity0.0049972534
Low Tox 0.20839658 Moderate Con 0.43 Policy_Critique
Nov 9, 2025 1 likes Why Canadians Are Turning Against …
Immigrants vs immigrants 😂
Immigrants vs immigrants 😂
Identity Attack0.2127345
Insult0.06826523
Profanity0.028913507
Threat0.0077284453
Severe Toxicity0.012283325
Low Tox 0.20705862 Low Con 0.271 Humor_Satire
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Host Country have Authority to Dispose that kind of people of any kind ethnicity with sick attitude except who assimilate on Host Country and law abiding immigrants......if Canada and other Host Country ignore this Good …
Host Country have Authority to Dispose that kind of people of any kind ethnicity with sick attitude except who assimilate on Host Country and law abiding immigrants......if Canada and other Host Country ignore this Good Luck and Good Luck
Identity Attack0.1444726
Insult0.10587067
Profanity0.014293353
Threat0.008285114
Severe Toxicity0.0052261353
Low Tox 0.20705862 Moderate Con 0.357 Policy_Critique
Feb 17, 2026 Inside Canada's Indian Invasion...
At least for 10 years, no more immigrants in Canada. A complete moratorium.
At least for 10 years, no more immigrants in Canada. A complete moratorium.
Identity Attack0.22783615
Insult0.06442356
Profanity0.012277958
Threat0.008116818
Severe Toxicity0.005722046
Low Tox 0.20705862 Low Con 0.151 Policy_Critique
Nov 20, 2025 3 likes Quebec Ends Economic Immigration Program …
Immigrant saying to immigrants that not to come from india to canada in large quality
Immigrant saying to immigrants that not to come from india to canada in large quality
Identity Attack0.24970764
Insult0.054376744
Profanity0.020920247
Threat0.0072753434
Severe Toxicity0.005340576
Low Tox 0.20705862 Low Con 0.295
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Which Africans exactly?? Because the Africans i know are doctors, nurses and IT professionals? Maybe the immigrants in Brampton are matching the people from Brampton.
Which Africans exactly?? Because the Africans i know are doctors, nurses and IT professionals? Maybe the immigrants in Brampton are matching the people from Brampton.
Identity Attack0.27875587
Insult0.06023245
Profanity0.018597418
Threat0.006589218
Severe Toxicity0.0047302246
Low Tox 0.20705862 Moderate Con 0.473 Moral_Argument
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
*How did we got from Indian overload to illegal immigration tutorials*
*How did we got from Indian overload to illegal immigration tutorials*
Identity Attack0.2331515
Insult0.0623257
Profanity0.04141149
Threat0.008919456
Severe Toxicity0.008239746
Low Tox 0.20705862 Low Con 0.243 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
If our universities cannot financially survive without immigrants tuition money then I propose we shut down all universities.
If our universities cannot financially survive without immigrants tuition money then I propose we shut down all universities.
Identity Attack0.23846684
Insult0.036104713
Profanity0.017709278
Threat0.012596053
Severe Toxicity0.0052261353
Low Tox 0.20572066 Low Con 0.157 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …

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.