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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: "Get them out of here. …" 2,660 comments · Page 52 of 107
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you …
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you even let people question . There are more chinese immigrants than indians in foreign but I've never anyone say anything about China or any other . It's indians mistake .If you go to any country you must adapt their culture not put yours there . I hope people understand this .
Identity Attack0.29035977
Insult0.13245803
Profanity0.099305905
Threat0.0138755
Severe Toxicity0.014253352
Low Tox 0.2820025 Constructive 0.686 Identity_Assertion
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
I am the only white person most of the time when I get on the go bus or ttc, 90% of the other people are indian. Its not diversity when its just one group of …
I am the only white person most of the time when I get on the go bus or ttc, 90% of the other people are indian. Its not diversity when its just one group of people coming here mainly
Identity Attack0.36702603
Insult0.06669625
Profanity0.09195647
Threat0.0100069
Severe Toxicity0.011367798
Low Tox 0.28087774 Constructive 0.516 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it …
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it isn't changing anytime soon. It's just sad to see, I'm not racist I just want my own country and my own job but I guess that's asking too much :/
Identity Attack0.29951343
Insult0.1378885
Profanity0.028503597
Threat0.007314181
Severe Toxicity0.00793457
Low Tox 0.28087774 Constructive 0.679 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Crack down on immigration Consultants operating in India and other foreign countries who are agents of Immigration layers in Canada ...the Whole System is Corrupt thaw we Canadians do not get jobs and housing has …
Crack down on immigration Consultants operating in India and other foreign countries who are agents of Immigration layers in Canada ...the Whole System is Corrupt thaw we Canadians do not get jobs and housing has become unaffordable..Thanks to The Treadue Government
Identity Attack0.10221587
Insult0.24928534
Profanity0.020032106
Threat0.007870848
Severe Toxicity0.005378723
Low Tox 0.28087774 Moderate Con 0.451
Sep 28, 2025 IRCC Names India in Study …
I am a 53 year old father living on a mental health disability i can't even get a job because i am not from India
I am a 53 year old father living on a mental health disability i can't even get a job because i am not from India
Identity Attack0.34649673
Insult0.070482984
Profanity0.087430455
Threat0.011094344
Severe Toxicity0.01644827
Low Tox 0.28087774 Constructive 0.569 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
They gotta get on that ICE timing now and get them all out of this country
They gotta get on that ICE timing now and get them all out of this country
Identity Attack0.15517195
Insult0.070482984
Profanity0.038154904
Threat0.1368402
Severe Toxicity0.013866014
Low Tox 0.28087774 Low Con 0.188 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining …
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining the country and pointing that out is 'racist'.
Identity Attack0.16993292
Insult0.16802633
Profanity0.03990845
Threat0.009463178
Severe Toxicity0.007858276
Low Tox 0.28087774 Moderate Con 0.361 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
Identity Attack0.32768643
Insult0.06459839
Profanity0.049928714
Threat0.009178371
Severe Toxicity0.008964539
Low Tox 0.27975297 Moderate Con 0.34 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Typical scam "i will pick you up. Jk cant make it. Get a hotel"
Typical scam "i will pick you up. Jk cant make it. Get a hotel"
Identity Attack0.0065856185
Insult0.24767025
Profanity0.06345607
Threat0.008919456
Severe Toxicity0.004234314
Low Tox 0.27975297 Moderate Con 0.319 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Hopefully Pierre will fight to get alot of these immigrants deported
Hopefully Pierre will fight to get alot of these immigrants deported
Identity Attack0.2854555
Insult0.07238392
Profanity0.027137227
Threat0.051067904
Severe Toxicity0.009346008
Low Tox 0.27975297 Low Con 0.3 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Identity Attack0.27914262
Insult0.16809943
Profanity0.044167064
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.27975297 Constructive 0.744 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians want to turn Canada into the same place they left... while getting paid for the privilege.
Indians want to turn Canada into the same place they left... while getting paid for the privilege.
Identity Attack0.316
Insult0.082619295
Profanity0.021603432
Threat0.0074306927
Severe Toxicity0.0063323975
Low Tox 0.2786282 Low Con 0.262 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that …
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that are fake and tax payers end up paying millions to support them !!!
Identity Attack0.2772088
Insult0.1662211
Profanity0.016069634
Threat0.009023022
Severe Toxicity0.007209778
Low Tox 0.2786282 Constructive 0.6 Identity_Assertion
Dec 27, 2025 Deportations From Canada at Their …
Than Canadians need to start breeding again (having children) and get off medical marijuana. Can't find Canadian boyz to drive truck (have to pass drug test)
Than Canadians need to start breeding again (having children) and get off medical marijuana. Can't find Canadian boyz to drive truck (have to pass drug test)
Identity Attack0.28034934
Insult0.12521741
Profanity0.019212283
Threat0.010731863
Severe Toxicity0.00869751
Low Tox 0.2786282 Low Con 0.278 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of …
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of racism online or in real life, and the hatred is real. I wish it wasn’t so, but Brampton and for that matter the GTA is not equipped to handle these many people. Then you get the sheer number of illegal rooming houses, fraud, general disrespect for the norms and traditions of Canada from the newer generations of immigrants it just really paints a bad picture of Indian people. I hope things can change and both Indians and Canadians can live together and foster mutual respect for each other, but we are a long ways away
Identity Attack0.2831485
Insult0.16831873
Profanity0.02795705
Threat0.009204263
Severe Toxicity0.008964539
Low Tox 0.2786282 Constructive 0.788 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Get used to it, this is how the criminal organization known as government operates.
Get used to it, this is how the criminal organization known as government operates.
Identity Attack0.027815815
Insult0.24928534
Profanity0.026727317
Threat0.010032792
Severe Toxicity0.0041389465
Low Tox 0.27750343 Low Con 0.073 Policy_Critique
Sep 19, 2025 Why Canadians Are Turning Against …
Conservatives grasping at straws now. What issue can we find that will make Canadians angry. "The illegal asylum seekers are getting better benefits than tax paying Canadians." LMAO
Conservatives grasping at straws now. What issue can we find that will make Canadians angry. "The illegal asylum seekers are getting better benefits than tax paying Canadians." LMAO
Identity Attack0.18313584
Insult0.16766082
Profanity0.044668075
Threat0.009618527
Severe Toxicity0.006828308
Low Tox 0.27750343 Moderate Con 0.31 Humor_Satire
Feb 24, 2026 'We do know that there's …
As a Canadian, we are being overrun by Indian gangs who have shootouts with each other or they exhort thousands of dollars from people, and don't even get me started on the cartels and our …
As a Canadian, we are being overrun by Indian gangs who have shootouts with each other or they exhort thousands of dollars from people, and don't even get me started on the cartels and our ports. At this point, we can only pray that Trump sends the Apache negotiation team to the Hill.
Identity Attack0.2854555
Insult0.10440776
Profanity0.023584666
Threat0.075531214
Severe Toxicity0.009841919
Low Tox 0.27750343 Constructive 0.618 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
get out now ......and never come back .............they think we owe them something
get out now ......and never come back .............they think we owe them something
Identity Attack0.08170113
Insult0.08410009
Profanity0.02522431
Threat0.06626215
Severe Toxicity0.010070801
Low Tox 0.27750343 Low Con 0.233 Identity_Assertion
Nov 20, 2025 23 likes Quebec Ends Economic Immigration Program …
I actually worked at Tim Hortons(I'm a white guy), and there were literally so many Indians that they'd order each other around in Hindi. They'd only speak English to me and the customers. I had …
I actually worked at Tim Hortons(I'm a white guy), and there were literally so many Indians that they'd order each other around in Hindi. They'd only speak English to me and the customers. I had a shift coordinator in fact who would reflexively give me orders in Hindi, and would get a little ticked off and repeat it in Hindi, and then when it clicked that I'm the only non-Hindi speaker there, he'd give 1 word orders like "Garbage" or "Sinks". The owner of the Tim Hortons also said that if I was a little slow or needed extra training, they wouldn't fire me because they don't like to keep rotating workers around, and instead would rather just retrain them. I was a tad bit slow(only because I was precise and not violating health and safety standards), and they fired me in like 10 seconds. Like my second monthly review, I was fired. I have a feeling it largely had to do with the fact that I was not Indian and didn't speak Hindi, so therefore the shift coordinators had less tolerance for me.
Identity Attack0.27914262
Insult0.16831873
Profanity0.20483992
Threat0.015429466
Severe Toxicity0.014059683
Low Tox 0.2763787 Constructive 0.757 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own heritage with food and holiday but we do them in our own house. Not sticking into people’s faces. I feel that’s how immigration should be like. Not hordes of illegals and refugees that ruins our society and cost us loads of tax payer dollars. Now with Canada being India land, I’ll have no choice but leave this country eventually, I’ll have no choice but finding a better place to retire.
Identity Attack0.2854555
Insult0.16780703
Profanity0.025634222
Threat0.011275585
Severe Toxicity0.010604858
Low Tox 0.2763787 Constructive 0.708 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two …
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two from us?
Identity Attack0.27914262
Insult0.15343215
Profanity0.046171114
Threat0.007197669
Severe Toxicity0.0064849854
Low Tox 0.2763787 Moderate Con 0.454
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in …
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in which the people coming sometimes do know the fruad going on through the government and seem to tihnk they are entitled. But not their fualt at the end of the day.. And the only thing I would be angry about is, one if I was already living there and there wasnt some vote to let it happen. And in that case, if there was, then its really on the community for not saying no. But no, the trouble is when we hear and they pay no taxes, but this 3 times disabled dude whos worked 20 years already and paid, doesnt get any help. Yeah, thats appearantly here in America and Canada. Is their a reason our governments cannot do this proper and with class?
Identity Attack0.28034934
Insult0.10148193
Profanity0.16078159
Threat0.031314444
Severe Toxicity0.014511578
Low Tox 0.27525392 Constructive 0.832 Policy_Critique
Dec 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Once an Indian gets to the top they will only hire other Indians to top positions.
Once an Indian gets to the top they will only hire other Indians to top positions.
Identity Attack0.33060804
Insult0.07333439
Profanity0.049928714
Threat0.012958534
Severe Toxicity0.0090408325
Low Tox 0.27525392 Low Con 0.118 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The main reason for bad behaviour in Brampton is the kind of uneducated people from Punjab getting in there using illegal means. I know many people from Punjab who've honge into Canada who cannot speak …
The main reason for bad behaviour in Brampton is the kind of uneducated people from Punjab getting in there using illegal means. I know many people from Punjab who've honge into Canada who cannot speak 3 lines in English properly.
Identity Attack0.25986546
Insult0.21368977
Profanity0.015079016
Threat0.006686311
Severe Toxicity0.005455017
Low Tox 0.27525392 Constructive 0.65 Identity_Assertion
Feb 8, 2026 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.