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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

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Active: "US is the same" 1,175 comments · Page 19 of 47
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian and they are some of the worst drivers I dont how they come to canada get there license and how they come to our country and our eay richer than us white people the government helped them way too much while they dont help the people that lived here there whole lives. We got to struggle and watch these people that just move here and way more richer than us and pisses me off. We just keep getting flooded with more and more. I could ramble all day about it but its becoming a joke
Identity Attack0.3817989
Insult0.2659317
Profanity0.12220735
Threat0.13127698
Severe Toxicity0.020386212
Moderate 0.36095104 Constructive 0.563 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Indians are running circles around Canadians while they send revenue canada to pester us about our tax returns 😅😅😅
Indians are running circles around Canadians while they send revenue canada to pester us about our tax returns 😅😅😅
Identity Attack0.40351558
Insult0.23237456
Profanity0.062454045
Threat0.010395273
Severe Toxicity0.014898917
Moderate 0.36095104 Low Con 0.268 Humor_Satire
Oct 2, 2025 IRCC Names India in Study …
Canada is becoming like US now. Drugs, extortions, heavy crimes.
Canada is becoming like US now. Drugs, extortions, heavy crimes.
Identity Attack0.32768643
Insult0.25800487
Profanity0.021945024
Threat0.039256934
Severe Toxicity0.014253352
Moderate 0.36043653 Low Con 0.253 Fear_Threat
Feb 18, 2026 13 likes Canadian immigration officers investigating hundreds …
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Identity Attack0.44690517
Insult0.1662211
Profanity0.04592061
Threat0.014738814
Severe Toxicity0.012833111
Moderate 0.36043653 Moderate Con 0.382 Fear_Threat
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Send them back if they hate us and want to take are country they are not friends but enemies
Send them back if they hate us and want to take are country they are not friends but enemies
Identity Attack0.29951343
Insult0.18480228
Profanity0.08096472
Threat0.07093142
Severe Toxicity0.017481172
Moderate 0.36043653 Low Con 0.173 Identity_Assertion
Sep 4, 2025 1 likes Why Canadians Are Turning Against …
Us whites had our time it's theirs now
Us whites had our time it's theirs now
Identity Attack0.3857254
Insult0.08558089
Profanity0.10611444
Threat0.02492592
Severe Toxicity0.01806218
Moderate 0.3561489 Low Con 0.281
Sep 10, 2025 Why Canadians Are Turning Against …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for us to rule your countries in peace way 🤣
Identity Attack0.37953663
Insult0.18852992
Profanity0.06295506
Threat0.016638106
Severe Toxicity0.019611536
Moderate 0.3561489 Low Con 0.247 Comparative_Framing
Feb 12, 2026 4 likes Inside Canada's Indian Invasion...
More like Khalistanis rather than Indians most people who are qualified only takes up Canada if they don't get their first choice ( US ) but Canada under Trudeau in the name of diversity allowed …
More like Khalistanis rather than Indians most people who are qualified only takes up Canada if they don't get their first choice ( US ) but Canada under Trudeau in the name of diversity allowed people with questionable background without any checks and they mostly come from one region , to generalise this goof up by canadian govt for monies from international students to subsidise education to Canadian citizens is just mind boggling to start with :) As we know Canadians enjoy their company with Khalistanis , we don't need them here , keep them close to you
Identity Attack0.2949366
Insult0.34626248
Profanity0.11477985
Threat0.00814271
Severe Toxicity0.013801457
Moderate 0.35186127 Constructive 0.523
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Identity Attack0.10221587
Insult0.24928534
Profanity0.064458095
Threat0.34804323
Severe Toxicity0.017997624
Moderate 0.35186127 Low Con 0.232 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Please save us from the tyranny of our government and these terrible people today.
Please save us from the tyranny of our government and these terrible people today.
Identity Attack0.029402243
Insult0.37166002
Profanity0.06195303
Threat0.012440704
Severe Toxicity0.00667572
Moderate 0.35186127 Moderate Con 0.315 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
in quebec since we tried to seperate from canda because of mass imigration ... jobless homeless no futur ottawa his kiling us with mass imigration french people are diying
in quebec since we tried to seperate from canda because of mass imigration ... jobless homeless no futur ottawa his kiling us with mass imigration french people are diying
Identity Attack0.36702603
Insult0.15556364
Profanity0.03339528
Threat0.18597278
Severe Toxicity0.016254602
Moderate 0.34757367 Moderate Con 0.393 Fear_Threat
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Identity Attack0.36702603
Insult0.18977246
Profanity0.09899642
Threat0.13228847
Severe Toxicity0.020257099
Moderate 0.34757367 Low Con 0.232 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we …
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we on average let in 1 million people per year. It’s disgusting. It’s purely the liberals thinking “oh yeah all of of them vote the same, let’s bring em in and they’ll vote us in.” Short term play all about greed and power worship. Instead of a long term play to serve Canada. Indians and other immigrants who came here before this liberal season, they all despise the new immigrants. Because they had to jump through so many hoops to become Canadian. These new people are welcomed even though they don’t work and go straight on welfare. It’s sick and twisted.
Identity Attack0.37082586
Insult0.28791866
Profanity0.084844165
Threat0.010705971
Severe Toxicity0.012207031
Moderate 0.34757367 Constructive 0.592 Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Just so we are clear, bro I just moved to Brampton myself. I am a Canadian born citizen, but also Hindu Punjabi but i recently got baptized into Christianity. However, I wanted to state that …
Just so we are clear, bro I just moved to Brampton myself. I am a Canadian born citizen, but also Hindu Punjabi but i recently got baptized into Christianity. However, I wanted to state that the poo eating is only in one part of India more or less which you already went to and The rest of India does not condone the eating of deh poo poo. Thank you and yes their are a lot of dirty ppl also unfortunately. Facts are facts. A lot of us dont like being clean for some reason. A shower a day would be nice. Some Deodorant also would be great cuz the purchasing of deodorant seems to be quite low over here. Wish i ran into you man i would have enjoyed talking to u. Big fan.
Identity Attack0.28034934
Insult0.34314156
Profanity0.16496858
Threat0.008272167
Severe Toxicity0.01502803
Moderate 0.34328604 Constructive 0.818 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Meanwhile immigrants get more welfare than hard working Canadians and they disrespect Campbada. Carney and the Trudeau Liberals appointed Liberal judges who refuse to uphold our laws but make their decisions based on their own …
Meanwhile immigrants get more welfare than hard working Canadians and they disrespect Campbada. Carney and the Trudeau Liberals appointed Liberal judges who refuse to uphold our laws but make their decisions based on their own opinion. We have immigrants like Indians, from India, and now they have built a 50’ idol of their god, and we allow Palistinians to terrorize our citizens while we give them sanctuary here. This is not a co-incidence. If you voted Liberal then you are just as responsible as the Liberal government who brought us to this state.
Identity Attack0.39773783
Insult0.24928534
Profanity0.028640235
Threat0.012958534
Severe Toxicity0.015867263
Moderate 0.34328604 Moderate Con 0.456
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I hate my Liberal Government who did this to us. They have destroyed our country. There is no coming back from this. You think this is bad, look to the rural towns and who owns …
I hate my Liberal Government who did this to us. They have destroyed our country. There is no coming back from this. You think this is bad, look to the rural towns and who owns all the businesses.......
Identity Attack0.1035157
Insult0.24767025
Profanity0.06295506
Threat0.028897164
Severe Toxicity0.009765625
Moderate 0.34328604 Moderate Con 0.448 Policy_Critique
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
start deporting thats the only option and if they have citizenship or visa's and have committed a crime, get rid of them. They are out to dominate us and our country! Wake up Canada our …
start deporting thats the only option and if they have citizenship or visa's and have committed a crime, get rid of them. They are out to dominate us and our country! Wake up Canada our country is being ruined.
Identity Attack0.2869935
Insult0.19500497
Profanity0.020920247
Threat0.13734594
Severe Toxicity0.015931819
Moderate 0.3389984 Moderate Con 0.311
Aug 25, 2025 Why Canadians Are Turning Against …
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have …
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have been killing the native Asian matriarchal societies and forcing them into patriarchal societies. Only one left to be forcibly converted to patriarchal society. On the other hand, India has been committing the genocide and ethnic cleansing of the native Asian population, with the West supporting it.
Identity Attack0.40351558
Insult0.22770336
Profanity0.041912504
Threat0.1319513
Severe Toxicity0.02116089
Moderate 0.3389984 Constructive 0.519 Unverified_Claim
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Gross, no wonder Alberta wants to join the US! 😂😂😂
Gross, no wonder Alberta wants to join the US! 😂😂😂
Identity Attack0.055218685
Insult0.344702
Profanity0.07449899
Threat0.00899713
Severe Toxicity0.009918213
Moderate 0.3389984 Low Con 0.151 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is being taken over by East Indians. Our government let us down. Now we have to live with this mess.
Canada is being taken over by East Indians. Our government let us down. Now we have to live with this mess.
Identity Attack0.36803186
Insult0.26957804
Profanity0.03615085
Threat0.011275585
Severe Toxicity0.0119018555
Moderate 0.3389984 Moderate Con 0.305
Jan 16, 2026 Inside Canada's Indian Metropolis (Brampton)
"if you have white color I have brown color there's no difference" The difference is night and day, you said it yourself, white and brown; they are not the same. "same blood' Incorrect. "same eyes" …
"if you have white color I have brown color there's no difference" The difference is night and day, you said it yourself, white and brown; they are not the same. "same blood' Incorrect. "same eyes" Wrong again. "everything is same" We have more that is different than we have that is the same. The only similarities between us is that we are bipedal apes of earth.
Identity Attack0.3780483
Insult0.24903896
Profanity0.10116278
Threat0.010110466
Severe Toxicity0.016060932
Moderate 0.3389984 Constructive 0.64 Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
guy with the bike will remain white and poor. some of us have 2 degrees and masters thanks
guy with the bike will remain white and poor. some of us have 2 degrees and masters thanks
Identity Attack0.37222284
Insult0.17361937
Profanity0.07449899
Threat0.01940071
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.343 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'll just say that as a British guy, the ask for Khalistan is fair in my opinion. Us Brits screwed the Sikhi over after they did a lot for us.
I'll just say that as a British guy, the ask for Khalistan is fair in my opinion. Us Brits screwed the Sikhi over after they did a lot for us.
Identity Attack0.27991617
Insult0.19967617
Profanity0.35346076
Threat0.032695748
Severe Toxicity0.01986976
Moderate 0.3389984 Constructive 0.639 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Man on the bike is based af. Its a serious problem here and a lot of us are feeling the fatigue. I work with many and even when handling food they do not wash their …
Man on the bike is based af. Its a serious problem here and a lot of us are feeling the fatigue. I work with many and even when handling food they do not wash their hands it's absolutely disgusting.
Identity Attack0.009989422
Insult0.34392178
Profanity0.15019037
Threat0.007961469
Severe Toxicity0.0060272217
Moderate 0.3389984 Constructive 0.741 Fear_Threat
Jan 29, 2026 5 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.