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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: "If you are Canadian, I …" 3,707 comments · Page 69 of 149
If a Canadian is in their country illegally, they will be deported. Duh!
If a Canadian is in their country illegally, they will be deported. Duh!
Identity Attack0.28034934
Insult0.06267534
Profanity0.020783609
Threat0.014393489
Severe Toxicity0.007247925
Low Tox 0.2553839 Low Con 0.151
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff …
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff for Walmart and all the min wage jobs. They do need to stop letting them in now tho and use those resources to help the housing crisis.. which is more of a people not wanting to get sober or work hard enough to pay rent crisis. 😂
Identity Attack0.27798235
Insult0.113185234
Profanity0.020578653
Threat0.006925808
Severe Toxicity0.0059509277
Low Tox 0.2553839 Constructive 0.658 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
"Thank God we're being invaded by Punjabis because it could be so much worse" Such a Canadian reaction. I work with a ton of Sikhs, most of them are decent, and they're smart enough to …
"Thank God we're being invaded by Punjabis because it could be so much worse" Such a Canadian reaction. I work with a ton of Sikhs, most of them are decent, and they're smart enough to know they don't want to be here, most of them want to go back to Punjab but our government gives them so much opportunity to exploit Canada that they can't resist it.
Identity Attack0.30103904
Insult0.082866095
Profanity0.021945024
Threat0.012026439
Severe Toxicity0.008277893
Low Tox 0.2553839 Constructive 0.625 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a dumpster fire under the Libs. There is no hope for redemption as a majority of the Canadian electorate keeps putting the LIbs in power.
Canada is a dumpster fire under the Libs. There is no hope for redemption as a majority of the Canadian electorate keeps putting the LIbs in power.
Identity Attack0.10221587
Insult0.21135417
Profanity0.023243073
Threat0.009540852
Severe Toxicity0.00541687
Low Tox 0.25462922 Low Con 0.188 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Identity Attack0.23011416
Insult0.07555214
Profanity0.017162729
Threat0.011767523
Severe Toxicity0.006942749
Low Tox 0.25462922 Low Con 0.233 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As a fed up Canadian, thank you for this.
As a fed up Canadian, thank you for this.
Identity Attack0.2331515
Insult0.15840563
Profanity0.022559889
Threat0.007521313
Severe Toxicity0.0065612793
Low Tox 0.25462922 Constructive 0.509 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
canadians tasting their own medicine 🤣🤣
canadians tasting their own medicine 🤣🤣
Identity Attack0.2463217
Insult0.07998765
Profanity0.025087673
Threat0.008065036
Severe Toxicity0.0076293945
Low Tox 0.25462922 Low Con 0.23 Humor_Satire
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. …
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. We are about to have a really rude awakening when this economy collapses. And only then people will wonder what happened. Well, you didn't fight for it!
Identity Attack0.031722516
Insult0.21602537
Profanity0.019758832
Threat0.008440462
Severe Toxicity0.0040626526
Low Tox 0.25462922 Moderate Con 0.368
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
THANK YOU FOR SHEDDING LIGHT ON THIS!!! This is getting crazy. Brampton used to be SOOO beautiful. And also, Africans taking over shelters isnt true. Shelters are too full because our cost of living has …
THANK YOU FOR SHEDDING LIGHT ON THIS!!! This is getting crazy. Brampton used to be SOOO beautiful. And also, Africans taking over shelters isnt true. Shelters are too full because our cost of living has gone up and Canadians (as i am one) are struggling to make a living. Thats why you see people in tents because the shelters are WAY too full (and im also speaking from experience I was previously homeless in Toronto/Brampton and now am a Community Service Worker dealing with people in Shelters and Addictions).
Identity Attack0.17847598
Insult0.16780703
Profanity0.04792466
Threat0.008712323
Severe Toxicity0.008735657
Low Tox 0.25462922 Constructive 0.852 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Deport deport deport make jobs available for young Canadians put them first!
Deport deport deport make jobs available for young Canadians put them first!
Identity Attack0.20483385
Insult0.06953252
Profanity0.016889455
Threat0.022681303
Severe Toxicity0.009613037
Low Tox 0.25462922 Moderate Con 0.31
Aug 28, 2025 Why Canadians Are Turning Against …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no respect or manners something really needs to done thank you
Identity Attack0.2949366
Insult0.086852804
Profanity0.022286616
Threat0.007819066
Severe Toxicity0.010223389
Low Tox 0.25462922 Constructive 0.617 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't be looking out for. They're already westernized. What you need to look out for are those that immigrated illegally. Please deport them, honestly. A lot of these self declared asylum seekers are people who've commited serious crimes here in India and running from the Law.
Identity Attack0.2854555
Insult0.08434689
Profanity0.015967157
Threat0.012130005
Severe Toxicity0.008277893
Low Tox 0.25462922 Constructive 0.713
Sep 19, 2025 137 likes Inside Canada's Indian Metropolis (Brampton)
Bro, there's NO competition for resources when the government is literally incentivizing all these companies to hire only migrant workers. Where's the competition when you have to pay a Canadian 30% more? No wonder every …
Bro, there's NO competition for resources when the government is literally incentivizing all these companies to hire only migrant workers. Where's the competition when you have to pay a Canadian 30% more? No wonder every single everything is no longer employed by Black, White or Asian Canadians that actually speak English.
Identity Attack0.29798782
Insult0.06858205
Profanity0.014976538
Threat0.006479179
Severe Toxicity0.005722046
Low Tox 0.25462922 Moderate Con 0.468
Aug 26, 2025 Why Canadians Are Turning Against …
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give …
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give them a break. Look at Vancouver Eastside, the lump we’re all people Unless you are Indigenous, we are all immigrants here. Instead of blaming immigrants, we should focus on the real problems: low wages, lack of affordable housing, and exploitation. International students also bring money into Canada—they pay high tuition, rent, and living costs, which supports our economy. Many take jobs that others don’t want. Displacing the blame on them isn’t fair. Give them a break—we need unity, not division.”
Identity Attack0.2816105
Insult0.14150882
Profanity0.029050145
Threat0.008129764
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.767
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the same as that of the US. And in Canada, immigrants are segregated: Hispanics marry Hispanics, Muslims marry Muslims, whites marry whites. The only thing we share is a table at Tim Hortons, a line at McDonald's, or an elevator in the building.
Identity Attack0.33675182
Insult0.06354945
Profanity0.014190876
Threat0.007417747
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.508
Aug 26, 2025 Why Canadians Are Turning Against …
Sorry not dividing Canadians. The immigration levels in Cansda have been insane. Many agree they should be reduced.
Sorry not dividing Canadians. The immigration levels in Cansda have been insane. Many agree they should be reduced.
Identity Attack0.15303208
Insult0.16989174
Profanity0.019553876
Threat0.01187109
Severe Toxicity0.0051879883
Low Tox 0.25462922 Constructive 0.681 Policy_Critique
Feb 23, 2026 Canada's tighter immigration policy divides …
0:35 Homeless Canadian-bogan/derro equivalent talking about paying no taxes, homeless because of his meth/alcohol addiction, not immigration.
0:35 Homeless Canadian-bogan/derro equivalent talking about paying no taxes, homeless because of his meth/alcohol addiction, not immigration.
Identity Attack0.18468912
Insult0.15769513
Profanity0.016137952
Threat0.0066215824
Severe Toxicity0.0063323975
Low Tox 0.25462922 Low Con 0.178 Policy_Critique
Nov 2, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
17:35 this is an immigrant that i can proudly call him a Canadian. Everything he said is very true. We want immigrants to come here but when we have over 1 million undocumented illegals coming …
17:35 this is an immigrant that i can proudly call him a Canadian. Everything he said is very true. We want immigrants to come here but when we have over 1 million undocumented illegals coming here and not repsecting out country, then there will be a problem, we will want you out
Identity Attack0.24970764
Insult0.08434689
Profanity0.017777596
Threat0.00967031
Severe Toxicity0.006790161
Low Tox 0.25462922 Constructive 0.764
Sep 10, 2025 Why Canadians Are Turning Against …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians in Canada than Canadians. I miss Canada.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.009644418
Severe Toxicity0.009155273
Low Tox 0.25462922 Moderate Con 0.479 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent …
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent wages.
Identity Attack0.18235919
Insult0.16337912
Profanity0.01846078
Threat0.006686311
Severe Toxicity0.0039100647
Low Tox 0.25462922 Moderate Con 0.473 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We have built a beautiful way of life in the western world and we should work harder to preserve it. I've been to India. Although I like most Indians that come to our part of the world, WE DO NOT WANT OUR COUNTRY TURNING INTO INDIA (or any other country/culture for that matter). Assimilate, get with the program, or GTFO. Enough is enough. Americans, Canadians, Europeans..stand up for your country and culture before it is completely erased. If we decided to move to any of these third world countries and pull the same crap, locals would be up in arms.
Identity Attack0.2816105
Insult0.075868964
Profanity0.08322773
Threat0.011715741
Severe Toxicity0.014511578
Low Tox 0.25462922 Constructive 0.685 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
Identity Attack0.31307843
Insult0.08212569
Profanity0.017914234
Threat0.0065956907
Severe Toxicity0.006904602
Low Tox 0.25462922 Constructive 0.666 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the …
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the truth.
Identity Attack0.2854555
Insult0.07428485
Profanity0.019485557
Threat0.009048914
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.527 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people for who they are and what they provide ignoring race or politics and I’ve never been racist. With all of that said I almost feel as a white Canadian now a days what “first generation racism” feels like. But it’s not like traditional “racism” hating for the sake of hating. It’s more so getting mad that they come into our country refusing to adapt and then also take countless amounts of jobs while sky rocketing housing prices. Like damn when I was a kid I felt like I had so many options. But now there’s no seeable future for me it feels like. Immigrants are taking so many jobs and countless people faking disabilities so I cannot have mine taken seriously or properly. Like holy crap man call me “racist” but mass immigration has undeniably changed Canada for the worst and if you don’t agree you’re probably one of the problems that moved here
Identity Attack0.27914262
Insult0.09563028
Profanity0.03615085
Threat0.009696201
Severe Toxicity0.0075531006
Low Tox 0.25462922 Constructive 0.78
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian I can assure you we are all sick and tired of this
As a Canadian I can assure you we are all sick and tired of this
Identity Attack0.073429056
Insult0.16780703
Profanity0.037403382
Threat0.009281937
Severe Toxicity0.0048446655
Low Tox 0.25462922 Moderate Con 0.473
Jan 27, 2026 5,262 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.