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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: "That's just what we want …" 1,718 comments · Page 29 of 69
Being indian, I accept when somebody don't like immigrants. But I want to remind you'll be facing trouble with peaceful community than with people of dharmic religions because we believe in co existence & they …
Being indian, I accept when somebody don't like immigrants. But I want to remind you'll be facing trouble with peaceful community than with people of dharmic religions because we believe in co existence & they don't.
Identity Attack0.44690517
Insult0.107333586
Profanity0.07223598
Threat0.012492486
Severe Toxicity0.015092585
Moderate 0.3308965 Constructive 0.738 Identity_Assertion
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
India is the best country in the world but ain't no one wants to live there!!!
India is the best country in the world but ain't no one wants to live there!!!
Identity Attack0.36733335
Insult0.07840354
Profanity0.07514556
Threat0.016292779
Severe Toxicity0.019611536
Moderate 0.3302291 Low Con 0.288 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering for these policies . no one ever said temp workers should get a PR , its time to deport and revoke citizenship.
Identity Attack0.28034934
Insult0.23237456
Profanity0.044668075
Threat0.06658544
Severe Toxicity0.01683561
Moderate 0.3302291 Constructive 0.55 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Wannabe Nick Shirley. I guess you want also blood on your hands
Wannabe Nick Shirley. I guess you want also blood on your hands
Identity Attack0.039456755
Insult0.0820023
Profanity0.079025
Threat0.33923563
Severe Toxicity0.020257099
Moderate 0.3302291 Low Con 0.172
Jan 27, 2026 Inside Canada's Indian Invasion...
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped …
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped foot inside the house, the stench was so powerful that it nearly made me vomit. I initially thought it was just the entrance, it got progressively worse the further in I went. Bathrooms were unclean, there were stains all over the walls, rotten food around, dirty shoes and clothes thrown all around, damage to just about every corner inside of the house ... I walked out. The next day, I went to see another house on the other side of the city, thinking it's more on the outskirts and it looked slightly better on the outside, same exact situation and I was ironically asked if I was "Indian because I can get a discount on the rent", I walked out. The blatant racism and disrespect was nauseating. I was raised that it's not permissible to exit out of your house dirty let alone not cleaning up after yourself. I was raised to be fluent in both official languages. I'm not seeing any of these norms happening anymore... if anything, it's the complete opposite.
Identity Attack0.32768643
Insult0.24835461
Profanity0.25275812
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3302291 Constructive 0.74
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
tbh, i think Canada shows how bad policy and immigrants would ruin a developed country. Canada doesnt have too much population and that makes it more vulnerable. soon one day if i want to experience …
tbh, i think Canada shows how bad policy and immigrants would ruin a developed country. Canada doesnt have too much population and that makes it more vulnerable. soon one day if i want to experience Indian culture, i could just visit Canada😂😂😂
Identity Attack0.38223284
Insult0.16053712
Profanity0.03339528
Threat0.0097738765
Severe Toxicity0.011749268
Moderate 0.3302291 Moderate Con 0.397
Jun 19, 2025 How Canada broke its immigration …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice …
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice how only white western countries are being morally gaslit into believing its their responsibility to take care of the entire world.
Identity Attack0.38230872
Insult0.16758773
Profanity0.06495911
Threat0.010654188
Severe Toxicity0.012962224
Moderate 0.3302291 Moderate Con 0.304 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to …
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to mention most white people only have 1 kid or don't want kids at all so it's entire re-population plan is just to go all in on immigration and let white people slowly fade out until there's none left. XD
Identity Attack0.39966375
Insult0.1378885
Profanity0.070942834
Threat0.018192071
Severe Toxicity0.014253352
Moderate 0.32971194 Moderate Con 0.362 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
WE DON'T WANT THEM HERE
WE DON'T WANT THEM HERE
Identity Attack0.2783691
Insult0.07903719
Profanity0.05243378
Threat0.027343199
Severe Toxicity0.014447021
Moderate 0.32971194 Low Con 0.234 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
when u are in rome u, need to act like one, if u go to another country and want to be a citizen be a part of that country or else dont go and destroy …
when u are in rome u, need to act like one, if u go to another country and want to be a citizen be a part of that country or else dont go and destroy their peace by bringing ur baggage and chaos there. really i feel sick how cannada being turned completely into india. indians im not against u but if u go to another country and want to be a part of it dont destroy their own culture and rules for ur own comfort, if not just go to ur hometowns as its not diversification or growth it looks awful how peaceful communities are being turn into something else. india is india dont turn cannada into one
Identity Attack0.29951343
Insult0.27146968
Profanity0.058946952
Threat0.01187109
Severe Toxicity0.012207031
Moderate 0.3286776 Constructive 0.633
Nov 23, 2025 Inside Canada's Indian Metropolis (Brampton)
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million …
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million people (Canada) looks at white collar work as the only respectable work, sometimes because of their caste system. That's why a lot of poor Indians bathe in contaminated waste water and you see garbage all over the streets. Yet India has some remarkable engineers and mathematicians out of the human species and their billionaires living ~100 meters from the poorest. Second, Indians worship bartering or negotiating for everything even with a set price. saw a group of Indians upset with the price of entry in apple orchard and start arguing with the cashier trying to negotiate the price (my most recent experience). It's just a very different culture that only wants their own from education to even marriage. It's not gonna work with Western values
Identity Attack0.36733335
Insult0.25602314
Profanity0.0741757
Threat0.007832011
Severe Toxicity0.012574885
Moderate 0.3286776 Constructive 0.741
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given out in the millions …. ONCE these ‘visitors come’ - they are NEVER followed up to ensure they go home. It is these people applying for refugee status or asylum .. in the millions …. Liberals want this uncontrolled immigration - with no checks and balances .. because these are the millions of new votes they are getting. Who can check on VISITOR visas and the numbers coming in and going home? I think this is the gap …????
Identity Attack0.0775651
Insult0.36365277
Profanity0.024677763
Threat0.007832011
Severe Toxicity0.006980896
Moderate 0.3286776 Constructive 0.524 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the …
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the corruption from their own chiefs, theyll fight each other and one day 'new canadian' (once a minority cultural decent) will flood the country and then they can fight it out with natives. 'white' people cant afford to sustain natives and immigrant hand outs. both out populate 'white' canadians who pay the most taxes and have become the most discriminated. they wonder why existing canadian citizens birth numbers are down? high taxes, no assistance, high cost of living. we cant afford to raise big families. when they try bring in sharia law and christians become a minority, we will see another crusade
Identity Attack0.3817989
Insult0.21368977
Profanity0.041160982
Threat0.013579931
Severe Toxicity0.0125103295
Moderate 0.3281604 Constructive 0.557 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
It's time to start deporting We want our Country back
It's time to start deporting We want our Country back
Identity Attack0.29035977
Insult0.07935401
Profanity0.02932342
Threat0.054624002
Severe Toxicity0.017222947
Moderate 0.3281604 Low Con 0.254 Call_To_Action
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Indian love India but they do not want to live there and always try to go another country to turn that country into India 😂
Indian love India but they do not want to live there and always try to go another country to turn that country into India 😂
Identity Attack0.3817989
Insult0.11172232
Profanity0.09001675
Threat0.01187109
Severe Toxicity0.019095084
Moderate 0.32764325 Low Con 0.202 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one …
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one that actually follows Jesus Christ you shouldn't be eating it. American Indians confirm Vikings were there the same time they were, but the fact is, Vikings travelled everywhere they just didn't settle everywhere and they actually came long before the American Indians saw them, as in Vikings were actually in America first. What is it with brown people, seriously. You know why they have low iq? It really and seriously is about who you worship, you worship Jesus Christ he naturally has you eat certain foods that you are missing the vitamins and minerals which if you don't have enough of will lower your iq level. Seriously, satan doesn't care about making you smart clearly he wants every nigger raping and pillaging because it's not about making you well, it's about making you sick and everyone around you. Indians are known to be disgusting and unhygenic, they are majority a muslim and hindu nation, they will shit on their beaches it is part of their culture, utterly almost all disgusting people.
Identity Attack0.37432748
Insult0.16780703
Profanity0.16636424
Threat0.013269233
Severe Toxicity0.017287504
Moderate 0.32764325 Moderate Con 0.455 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Why treat foreigners with hospitality, when the foreigners don't appreciate anything they are given. If we did any of that disrespect in foreigners country. Really? Think about it. Why are so many allowing this?? Why …
Why treat foreigners with hospitality, when the foreigners don't appreciate anything they are given. If we did any of that disrespect in foreigners country. Really? Think about it. Why are so many allowing this?? Why tolerate it in our home country. These foreigners don't care. The elites don't care. The so call government dont care... why would any woman want to bring babies into this world to have them suffer just like every human generations pass. Yes... so true. Immigrants house all into groups no privacy. All work for little to nothing, shame on all ceos. Going against their own country men.
Identity Attack0.37292135
Insult0.21836096
Profanity0.07223598
Threat0.012751401
Severe Toxicity0.014511578
Moderate 0.32712606 Constructive 0.545
Sep 10, 2025 Why Canadians Are Turning Against …
16:33 how do you listen to the "immigrant" say they will take over and you will have no choice, than say them wanting the country to change doesn't align with why they came here? They …
16:33 how do you listen to the "immigrant" say they will take over and you will have no choice, than say them wanting the country to change doesn't align with why they came here? They didn't come here to immigrate and join our country. They came to destroy our country. It is an invasion which we are paying them to undertake. They are conquering our nation without risking anything, and we are protecting them while they do it.
Identity Attack0.37879246
Insult0.16766082
Profanity0.027820412
Threat0.016638106
Severe Toxicity0.015286255
Moderate 0.32712606 Moderate Con 0.46 Fear_Threat
Sep 10, 2025 Why Canadians Are Turning Against …
Never met a bad indian .. cannot comment on hygiene they always seem clean espeially shikh.. but its the attitude they have never directed hatred towards me just want to make money and dont attack …
Never met a bad indian .. cannot comment on hygiene they always seem clean espeially shikh.. but its the attitude they have never directed hatred towards me just want to make money and dont attack other religions
Identity Attack0.36702603
Insult0.2469859
Profanity0.10301965
Threat0.022335978
Severe Toxicity0.02116089
Moderate 0.3266089 Constructive 0.664 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
And indian don't want any outsider in their country and they are everywhere They proud to be indian but they don't want to live there
And indian don't want any outsider in their country and they are everywhere They proud to be indian but they don't want to live there
Identity Attack0.40351558
Insult0.10587067
Profanity0.05243378
Threat0.011042561
Severe Toxicity0.016641939
Moderate 0.3266089 Moderate Con 0.365 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their …
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their country... Something something, they despise us for not accepting their fake god... I dont mean to say there is a limit the people can take before they start opposing those protests and riots in the streets. but as Somebody who has never had or wanted to have a hateful bone in my body. Why do these cultists spark so much (and it pains me to even say this but) hatred in me.
Identity Attack0.17226285
Insult0.24835461
Profanity0.21781154
Threat0.13178273
Severe Toxicity0.01935331
Moderate 0.3260917 Constructive 0.624 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
People can say what they want.. but 99% canadians that aren’t activist.. know this is becoming a problem.. and its most unfair to indian canadians and indians that want to make canada their home and …
People can say what they want.. but 99% canadians that aren’t activist.. know this is becoming a problem.. and its most unfair to indian canadians and indians that want to make canada their home and become canadian.. It’s why there is 1000% a massive divide in the mentality.. you can tell indian canadians from those using canada .. and tis really fustrating and its becoming a problem because they are making life for those Canadians to separate themeslves from the leeches and those messing up the area.. You could say the same issues are in the asian diaspora.. but not as much.. so you have to really ask.. why is this being allowed..
Identity Attack0.31307843
Insult0.2817503
Profanity0.072882555
Threat0.008466354
Severe Toxicity0.01159668
Moderate 0.3260917 Constructive 0.616 Identity_Assertion
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.