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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: "You're on your own now …" 1,066 comments · Page 29 of 43
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Im a black American who lives here in Buffalo. Im 15 minutes from Fort Erie Ontario, and im starting to see what you're dealing with in Ontario here in Western New York
Im a black American who lives here in Buffalo. Im 15 minutes from Fort Erie Ontario, and im starting to see what you're dealing with in Ontario here in Western New York
Identity Attack0.2028587
Insult0.034562174
Profanity0.04141149
Threat0.009023022
Severe Toxicity0.0051879883
Low Tox 0.18079062 Constructive 0.662
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us hate the whole community. The gentleman in first half of the video mentioned “They sell among themselves and they live among themselves “, could’ve most probably come from his personal experience which might not have been the best and influenced from the dirty politics. 2nd part of the video shows two gentlemen saying “everyone is welcome”. Maybe it’s high time to break that instinct survival barrier and see if all are welcomed for the free food, belongingness and if they’re paying taxes. Also, not being unaware of the criminals that are there in every community of every society. Should they be the ones holding power to our narrative? Thank you for doing this video and showing both sides! Hope this brings more peace and prosperity in the society and within ourselves.
Identity Attack0.028418748
Insult0.082619295
Profanity0.07611542
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.18079062 Constructive 0.799
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
Identity Attack0.06795148
Insult0.032468732
Profanity0.01627459
Threat0.03718498
Severe Toxicity0.00541687
Low Tox 0.17891699 Low Con 0.249 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You're all spot on! How is it even possible coming from US and declaring asylum in Canada? And then we have fake refugees, students overstaying visa and applying for refugee status and playing our system, …
You're all spot on! How is it even possible coming from US and declaring asylum in Canada? And then we have fake refugees, students overstaying visa and applying for refugee status and playing our system, rejected applicants enjoying our health care system etc. What a mess and insult to genuine applicants who lined up and went legally through the immigration system.
Identity Attack0.10221587
Insult0.075868964
Profanity0.014054239
Threat0.007094103
Severe Toxicity0.003566742
Low Tox 0.17805049 Constructive 0.702 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from your country just assimilate, learn their language , learn their rules, follow their traditions and be nice Idk why it's so difficult for them to understand such basic things Government needs to thoroughly scrutinise immigrants. Tbh it's bad for both countries There are good, kind and respectful Indians but because of these idiots who don't assimilate and behave stupidly, the actual good ones get hate and face racism For canada or any country, immigrants should only be legitimately skilled. Before entering the country they need to be taught the rules and asked straightforward questions by the officers I support immediate deportation of all those idiots who don't assimilate and create ruccus in other countries
Identity Attack0.15517195
Insult0.06599696
Profanity0.07934829
Threat0.009540852
Severe Toxicity0.008430481
Low Tox 0.17805049 Constructive 0.805 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon …
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon sk. the lady they exposed wore (whatever nationality) robes , a visible minority. they observed you exiting a new bmx suv (male driver). once they called her out she moved to another location where they recognized and exposed her again. diversity is not our strength, liberals saying "we're all immigrants" is ignorant. my ancestors and all those who came before, came to canada with nothing. no federal financial assistance, no housing, no hand outs. just sent west to undeveloped and unpopulated lands. the pioneers that came and built canada to what it is today lived in poverty in extreme conditions and worked themselves to the bone to provide for their families and build and settle canada. these new 'invaders' are not the same as the pioneers who built and shaped canada
Identity Attack0.09824528
Insult0.08484049
Profanity0.024472807
Threat0.008453408
Severe Toxicity0.0039482117
Low Tox 0.17631748 Constructive 0.646 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
They’re also invading New York
They’re also invading New York
Identity Attack0.10221587
Insult0.03423163
Profanity0.041912504
Threat0.028897164
Severe Toxicity0.0065612793
Low Tox 0.17631748 Low Con 0.219
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s an authorised way to re populate by deception
It’s an authorised way to re populate by deception
Identity Attack0.014350293
Insult0.06826523
Profanity0.04667213
Threat0.009877442
Severe Toxicity0.0039863586
Low Tox 0.17545098 Low Con 0.172 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
We need open borders or we’re gonna end up like the us.. Poor economy, no diversity and hopelessness
We need open borders or we’re gonna end up like the us.. Poor economy, no diversity and hopelessness
Identity Attack0.07094744
Insult0.06652143
Profanity0.017914234
Threat0.0086087575
Severe Toxicity0.0037574768
Low Tox 0.17545098 Low Con 0.249 Comparative_Framing
Feb 11, 2026 Canada's tighter immigration policy divides …
I moved from Canada almost two years ago, my parents came to Canada when I was a baby and I grew up in usa and Canada all my life, but a few years back I …
I moved from Canada almost two years ago, my parents came to Canada when I was a baby and I grew up in usa and Canada all my life, but a few years back I saw a trend. And I had to move. Sorry Canada, you're literally India now Plus. F. Winter b
Identity Attack0.15731181
Insult0.06285016
Profanity0.031391226
Threat0.0069905366
Severe Toxicity0.0059890747
Low Tox 0.17371799 Constructive 0.591
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
They're migrating to take over the world and they're doing it...
They're migrating to take over the world and they're doing it...
Identity Attack0.105256535
Insult0.03710241
Profanity0.01887069
Threat0.009540852
Severe Toxicity0.0043678284
Low Tox 0.17285149 Low Con 0.218
Aug 25, 2025 Why Canadians Are Turning Against …
Man is right when he says that we're losing our culture it's hard to keep your culture when you are persecuted for talking about your culture the number one thing that has happened in Canada …
Man is right when he says that we're losing our culture it's hard to keep your culture when you are persecuted for talking about your culture the number one thing that has happened in Canada that never was here before is racism thanks to our federal government telling us that we have no culture and lock us up for protesting peacefully against tyranny of the federal government
Identity Attack0.10221587
Insult0.06984934
Profanity0.014600786
Threat0.00756015
Severe Toxicity0.0032997131
Low Tox 0.17285149 Constructive 0.673 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
It’s a gross not enough amount compared to how many they’re letting in, how about close the gates completely and start sending back in the multiple thousands.PERIOD!!!
It’s a gross not enough amount compared to how many they’re letting in, how about close the gates completely and start sending back in the multiple thousands.PERIOD!!!
Identity Attack0.025002124
Insult0.054376744
Profanity0.02249157
Threat0.019573374
Severe Toxicity0.0049209595
Low Tox 0.17285149 Moderate Con 0.335 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
Right we’re turning into Pakistan
Right we’re turning into Pakistan
Identity Attack0.14233272
Insult0.034782536
Profanity0.028913507
Threat0.010913103
Severe Toxicity0.0074768066
Low Tox 0.17025198 Low Con 0.236
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Solution? Embrace global multiculturism. If every national marries to other national without any form of backlash or rejection from the society then the world will be good, first dinosaurs live then homo sapiens came then …
Solution? Embrace global multiculturism. If every national marries to other national without any form of backlash or rejection from the society then the world will be good, first dinosaurs live then homo sapiens came then natives came then Europeans came now Indians are coming. You can't be rigid about your identity to the point you're self-force drowning yourself into these beliefs. I get your point but we're humans are after all. Compromise without compromising yourself. Identity, race, ethnicity, religion, etc will always bound you in chains.
Identity Attack0.10221587
Insult0.06372428
Profanity0.03489832
Threat0.011741633
Severe Toxicity0.005722046
Low Tox 0.17025198 Constructive 0.674
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Great! You’re investigating! Will arrests, long sentences and deportation follow?! If not, don’t waste our time!
Great! You’re investigating! Will arrests, long sentences and deportation follow?! If not, don’t waste our time!
Identity Attack0.00984143
Insult0.061976057
Profanity0.012722028
Threat0.019746035
Severe Toxicity0.0031852722
Low Tox 0.1693855 Moderate Con 0.303 Call_To_Action
Feb 18, 2026 46 likes Canadian immigration officers investigating hundreds …
Best come to Brampton when you’re done, the arsons are out of control.
Best come to Brampton when you’re done, the arsons are out of control.
Identity Attack0.015857628
Insult0.0817555
Profanity0.025770858
Threat0.011327368
Severe Toxicity0.0032234192
Low Tox 0.16765249 Low Con 0.286 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
The problem is all the other immigrants actually assimilated here unlike them there just trying to turn it into there homeland which is the complete opposite of what you’re supposed to do when you come …
The problem is all the other immigrants actually assimilated here unlike them there just trying to turn it into there homeland which is the complete opposite of what you’re supposed to do when you come here and before they would only let higher class families immigrate here from any country but now they just let people from the bottom of the barrel come here with no intention to better society
Identity Attack0.16373143
Insult0.047935467
Profanity0.019895468
Threat0.006977591
Severe Toxicity0.0042152405
Low Tox 0.16765249 Moderate Con 0.311
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You’re telling me it’s legal to ride an Indian 🛺 rickshaw on a Canadian freeway?!?!
You’re telling me it’s legal to ride an Indian 🛺 rickshaw on a Canadian freeway?!?!
Identity Attack0.15303208
Insult0.04383647
Profanity0.02119352
Threat0.0083886795
Severe Toxicity0.0049591064
Low Tox 0.16678599 Low Con 0.267
Jan 27, 2026 Inside Canada's Indian Invasion...
Why would Indians want to go to USA when they're doing fine there in Canada? It's cold but there's no risk of ICE
Why would Indians want to go to USA when they're doing fine there in Canada? It's cold but there's no risk of ICE
Identity Attack0.18158256
Insult0.033019636
Profanity0.027410502
Threat0.007327127
Severe Toxicity0.004787445
Low Tox 0.165053 Low Con 0.291
Jan 27, 2026 Inside Canada's Indian Invasion...
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) repatriated and the death is left unclear. The gov’t of Canada has been obfuscating many such deaths. Was it the Canadian govt fully at fault for the deaths? Not quite… these students are often met with predatory individuals who take advantage of their vulnerable situations: such as predatory landlords who have sometimes 15 or more students renting one house, or unjust working conditions because the employer knows that the immigrants citizenship hopes are tied to the job, etc etc. Ultimately, it’s the Canadian government turning a blind eye to these realities and trying to make the deaths appear due to things other than unalive attempts. This shouldn’t be surprising considering the way the Canadian government has been pushing dystopian legislation around their medically assisted dying program (MAiD). Canada’s medically assisted dying program has the least guardrails of any program of that type in other countries. Not just this, but the legislation for MAiD comes at a time when Canada’s healthcare and mental healthcare systems are collapsing. Trudeau said he would address this with one his re-election promises in 2021: he promised 5 billion for mental health programs. I’ve worked in the field for almost 20 years with youth and that money never arrived, nor has any serious attempt to fund programs occurred since the brutal Canadian pandemic policies massively exacerbated the youth mental health crisis. Perhaps one day someone will be able to trace how the 5 Billion promised was send off in provincial transfers that did not benefit any programs and likely only helped pay for all the upper management, because Canada’s healthcare, education and mental health care systems are absurdly top-heavy. Canada becomes moral dystopian by the day, with regular folks (working class, blue collar, low-income) bearing the burden. Everyday more people join the rank of the oppressed regular people while a few who work in the government or favored industries are overpaid and the stats around all of this corruption are further obfuscated and buried. And as all this occurs, you see bureaucrats like the on in this video smug in their knowledge that most Canadians will never learn how dark the truth is.
Identity Attack0.10221587
Insult0.06722072
Profanity0.018734055
Threat0.024235269
Severe Toxicity0.004386902
Low Tox 0.165053 Constructive 0.679
Sep 30, 2025 1 likes IRCC Names India in Study …
Tyler Oliveira. If you’re main purpose is actual journalism why use AI to make it seem like people drive with tuktuks on the highway? Is it journalism you’re doing or is it propaganda and hatred …
Tyler Oliveira. If you’re main purpose is actual journalism why use AI to make it seem like people drive with tuktuks on the highway? Is it journalism you’re doing or is it propaganda and hatred towards minorities you are trying to promote?
Identity Attack0.031464707
Insult0.06687108
Profanity0.02303812
Threat0.008362788
Severe Toxicity0.0032043457
Low Tox 0.165053 Moderate Con 0.312 Policy_Critique
Jan 27, 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.