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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: "Canadians are all immigrants! What …" 1,064 comments · Page 27 of 43
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing …
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing the truth.
Identity Attack0.10221587
Insult0.06424874
Profanity0.016616182
Threat0.011456826
Severe Toxicity0.004234314
Low Tox 0.17718399 Constructive 0.712 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
What an excellent video! As an immigrant, I embarrassed de culture and costumes, but I noticed that many immigrants just repeat here the same things they hated back home. It makes no sense! And it …
What an excellent video! As an immigrant, I embarrassed de culture and costumes, but I noticed that many immigrants just repeat here the same things they hated back home. It makes no sense! And it makes even less sense, that the government uses taxpayer money to help everyone else but Canadians.
Identity Attack0.116281845
Insult0.06687108
Profanity0.018665737
Threat0.0069646453
Severe Toxicity0.003566742
Low Tox 0.17631748 Constructive 0.718
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, …
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, now they come and try to force there culture make canada there new india"
Identity Attack0.23239216
Insult0.04852104
Profanity0.018255826
Threat0.0077025536
Severe Toxicity0.004425049
Low Tox 0.17631748 Constructive 0.696 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were …
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were so different) They said Canada only accepts people who benefit the country! Imagine that! How aweful. 😅 In the next breath they said they welcome people who will do low paying unskilled labour jobs Canadians don't want to do.
Identity Attack0.109318495
Insult0.06757036
Profanity0.016957775
Threat0.0066280556
Severe Toxicity0.0035858154
Low Tox 0.17458448 Constructive 0.63 Humor_Satire
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
"Why Canadians Are Turning Against Immigrants" good idea
"Why Canadians Are Turning Against Immigrants" good idea
Identity Attack0.18705739
Insult0.032799274
Profanity0.013234417
Threat0.007857903
Severe Toxicity0.0037002563
Low Tox 0.17285149 Low Con 0.262
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
There are always two sides of the story. When British and French went from starting trade with indigeneous to brigning their families and settling towns on their land, they must have had the same feeling. …
There are always two sides of the story. When British and French went from starting trade with indigeneous to brigning their families and settling towns on their land, they must have had the same feeling. Europeans just didn't stop their they openly slaughtered and put small children in residential schools where many lost lives and are still living with generational trauma. India was doing fine before british came in and lynched the economy to feed industrial revolution in west. I have seen Finnish, croatian, greek, polish, italian, german cultural centers and businesses serving their communities in Canada. Can we also say that they should assimilate in Canadian culture? What is even Canadian culture? It is the "The Canadian Charter of Rights and Freedoms", read that thing and the history if you are not familiar. I do acknowledge that there is massive influx of immigrants in a short span which govt. did to compensate for labor needs but they did not invest in infrastructure and orientation of immigrations. I have worked with Canadians in their 60s vs 20s, there was a huge difference in work ethic. My white manager relied on me and my another friend for closing or opening shift than some local preveliged kids. I am in support of deporting illegals but let's educate who are here legally. Collaborate with communities to voice out your concerns and look at the positive impact immigrants have made in past decades.
Identity Attack0.105256535
Insult0.06582214
Profanity0.028913507
Threat0.04524883
Severe Toxicity0.0063705444
Low Tox 0.17285149 Constructive 0.853 Moral_Argument
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax …
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax and never take a welfare penny from Canada .. But the refugee come , they only works for cash and collect welfare and they want this country to become there country and complaint no human right for them !
Identity Attack0.15303208
Insult0.054376744
Profanity0.014088398
Threat0.0065697995
Severe Toxicity0.0037193298
Low Tox 0.17285149 Constructive 0.631 Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
You shouldn't call them immigrants because all Canadians originally immigrants
You shouldn't call them immigrants because all Canadians originally immigrants
Identity Attack0.19693321
Insult0.03665562
Profanity0.01846078
Threat0.0062526283
Severe Toxicity0.0034713745
Low Tox 0.17198499 Low Con 0.285
Feb 11, 2026 Canada's tighter immigration policy divides …
Having lived in brampton as an immigrant i can personally say that it is no longer a Canadian city. No one speaks English or french, no one dresses western, no one knows the canadian national …
Having lived in brampton as an immigrant i can personally say that it is no longer a Canadian city. No one speaks English or french, no one dresses western, no one knows the canadian national anthem and every one carries and indian or Pakistan flag....
Identity Attack0.18313584
Insult0.038566336
Profanity0.014054239
Threat0.0072106146
Severe Toxicity0.004196167
Low Tox 0.17198499 Constructive 0.501 Personal_Narrative
Sep 30, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
Illegal immigrants have better health care services than my 90 year old mom who paid taxes most of her life. 6 million Canadians without a family GP.
Illegal immigrants have better health care services than my 90 year old mom who paid taxes most of her life. 6 million Canadians without a family GP.
Identity Attack0.16993292
Insult0.04910661
Profanity0.013166099
Threat0.0061037517
Severe Toxicity0.0032806396
Low Tox 0.17111848 Constructive 0.557 Economic_Argument
Feb 24, 2026 47 likes 'We do know that there's …
Oh please. Canadians rarely talk to other people anyway. They are reserved and standoffish. And even with their friends and relatives never do they get very close. Nothing wrong with that but THAT is how …
Oh please. Canadians rarely talk to other people anyway. They are reserved and standoffish. And even with their friends and relatives never do they get very close. Nothing wrong with that but THAT is how the culture is. These are new immigrants and it will take time to integrate.
Identity Attack0.16587129
Insult0.06442356
Profanity0.013405213
Threat0.006155535
Severe Toxicity0.0036239624
Low Tox 0.17111848 Constructive 0.534 Comparative_Framing
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside …
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside down
Identity Attack0.14019285
Insult0.062150877
Profanity0.017572641
Threat0.011922873
Severe Toxicity0.004711151
Low Tox 0.17025198 Constructive 0.684 Solidarity
Sep 7, 2025 4 likes Why Canadians Are Turning Against …
the whole country needs more shutdowns on immigrant programs it's time canadians mattered
the whole country needs more shutdowns on immigrant programs it's time canadians mattered
Identity Attack0.1444726
Insult0.03511308
Profanity0.013780965
Threat0.009204263
Severe Toxicity0.0044059753
Low Tox 0.17025198 Moderate Con 0.301
Nov 26, 2025 Quebec Ends Economic Immigration Program …
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot …
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot of real estate and contributed to the raising property values, but many of the Canadians benefited from that selling their property for amounts they never even imagined and they created a small economic boom in the GTHA. I'll bet many of us miss them dearly now we know what true bad immigration looks like 😢
Identity Attack0.11280017
Insult0.07365121
Profanity0.018392462
Threat0.0071588317
Severe Toxicity0.004196167
Low Tox 0.16851899 Constructive 0.808
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s so bizarre to me, that many Canadians have defaulted to racism and generalized hate towards almost 2 Billion distinct human beings from the actions of 1% instead of directly their anger towards the government …
It’s so bizarre to me, that many Canadians have defaulted to racism and generalized hate towards almost 2 Billion distinct human beings from the actions of 1% instead of directly their anger towards the government that imported these people for short term political/economic benefits at the expense of long term social stability of Canada? Blaming and dehumanizing ALL immigrants (now & future) while the political class is unaffected.
Identity Attack0.11976352
Insult0.06407392
Profanity0.01309778
Threat0.008052089
Severe Toxicity0.004005432
Low Tox 0.16851899 Constructive 0.562
Sep 22, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as well. Most people i work with me are early immigrants or second generation. They dont vote and shows no interest. All they do is complain. Even after 15 20 years they are not integrated in to canadian society.
Identity Attack0.12208464
Insult0.06921569
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.003490448
Low Tox 0.16678599 Constructive 0.605 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, …
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, not a triumph.
Identity Attack0.14019285
Insult0.046764325
Profanity0.012448754
Threat0.0068416605
Severe Toxicity0.0032615662
Low Tox 0.165053 Moderate Con 0.432
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Good for Quebec, they need to set boundaries for immigration standards. Hopefully all provinces follow this example, no jobs or homes for immigrants or asylum seekers currently.🤔👎 Canadian gov't is lying to newcomers, no room …
Good for Quebec, they need to set boundaries for immigration standards. Hopefully all provinces follow this example, no jobs or homes for immigrants or asylum seekers currently.🤔👎 Canadian gov't is lying to newcomers, no room here unless they start building more homes, growing businesses..etc more employment needed, regular Canadians can't find work.
Identity Attack0.10221587
Insult0.06634661
Profanity0.01265371
Threat0.0066280556
Severe Toxicity0.002784729
Low Tox 0.165053 Constructive 0.59
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society …
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society ideally can co-exist. The concern is the extreme bullying from new immigrants - INDIANS. I do not see any other nation BULLYING the rest of the population. Lets be honest, the government needs tax paying citizens to support the economy. Canadians stop being polite and speak up.
Identity Attack0.12208464
Insult0.0623257
Profanity0.01887069
Threat0.008531082
Severe Toxicity0.0040626526
Low Tox 0.1641865 Constructive 0.719 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 should go back and revoke that child's Canadian citizenship be cause it was obtained illegally . It's time to be tough and undo all the fkg mess the liberals have caused and continue to cause to what used to be Canada!
Identity Attack0.10221587
Insult0.06669625
Profanity0.024882717
Threat0.009023022
Severe Toxicity0.0045204163
Low Tox 0.1641865 Moderate Con 0.442
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has a very good immigration system that benefits the Canadian economy (point system), then there are a few bypasses that completely ruins it to grease the pockets of a few and gain cheap votes(students …
Canada has a very good immigration system that benefits the Canadian economy (point system), then there are a few bypasses that completely ruins it to grease the pockets of a few and gain cheap votes(students pipeline, abuses of family reunification, fake "refugees", ...).
Identity Attack0.0775651
Insult0.07365121
Profanity0.013678487
Threat0.007573096
Severe Toxicity0.0030517578
Low Tox 0.1641865 Moderate Con 0.438
Dec 30, 2025 Deportations From Canada at Their …
As a Canadian born to immigrants, the emphasis of 'temporary foreign worker' is on 'temporary'. Its highly immoral for immigrants to be scapegoated for the greed of corporations wanting cheap slave labour, and for colleges …
As a Canadian born to immigrants, the emphasis of 'temporary foreign worker' is on 'temporary'. Its highly immoral for immigrants to be scapegoated for the greed of corporations wanting cheap slave labour, and for colleges to reap the benefit of a broken student visa loophole to immigration, to the detriment of all Canadians. This loophole has remained open for long enough, at the behest of lobbyists and politicians to use for talking-points at election time, but everyone is glad someone is finally doing something about it. Our job markets and real-estate prices needed this to recover to sane-levels. It takes a non-politician in power for things to get done for practical reasons, not to score political points.
Identity Attack0.10221587
Insult0.07872037
Profanity0.017982552
Threat0.007819066
Severe Toxicity0.0038719177
Low Tox 0.1641865 Constructive 0.753 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …

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.