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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: "not by chance that as …" 69 comments · Page 2 of 3
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries. Plain, simple and honest. Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship. Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country. Please make extremely tough laws, like in USA, to sift out the unwanted people. India is dirty, everyone knows. Indians are corrupt, everyone knows. So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest. Please......
Identity Attack0.18313584
Insult0.1342682
Profanity0.1413768
Threat0.011974656
Severe Toxicity0.012207031
Low Tox 0.23667802 Constructive 0.692 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Pajeets think India is go great yet flock to leave first chance they get
Pajeets think India is go great yet flock to leave first chance they get
Identity Attack0.1508922
Insult0.16831873
Profanity0.096805766
Threat0.014048163
Severe Toxicity0.010147095
Low Tox 0.22043827 Low Con 0.176
Jan 27, 2026 Inside Canada's Indian Invasion...
You May Be Wondering, "Why Should I Care About What's Happening In The UK? There Is A Chance That In The Next Few Decades, CANADA Will Become an INDIAN-Majority Nation
You May Be Wondering, "Why Should I Care About What's Happening In The UK? There Is A Chance That In The Next Few Decades, CANADA Will Become an INDIAN-Majority Nation
Identity Attack0.25140062
Insult0.061451588
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077056885
Low Tox 0.22043827 Low Con 0.279 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be …
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be and if thats in her home country , so be it , its a luxury that she even lived anywhere else , many other people dont get that luxury or chance AND it is NOT on the host nation to keep you infinitely because you like it there.
Identity Attack0.040745795
Insult0.08558089
Profanity0.039407436
Threat0.010421164
Severe Toxicity0.005455017
Low Tox 0.21642438 Constructive 0.593 Policy_Critique
Feb 21, 2026 Canada's tighter immigration policy divides …
Canada had a chance to become our 51st state, but chose to stay under British rule and now look what a mess you have. 😢
Canada had a chance to become our 51st state, but chose to stay under British rule and now look what a mess you have. 😢
Identity Attack0.06294931
Insult0.11797678
Profanity0.020168742
Threat0.0077802283
Severe Toxicity0.0035858154
Low Tox 0.200795 Moderate Con 0.369 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Missing key facts here. India has the highest violations but also the highest representation amongst students. Because the fees these institutions are asking for can only be paid by Indian/Chinese parents. The real question is, …
Missing key facts here. India has the highest violations but also the highest representation amongst students. Because the fees these institutions are asking for can only be paid by Indian/Chinese parents. The real question is, is the proportion of the people who is dishonest is same in all international students regardless of their country or not? These people spends tonnes of money not for the non value diploma Canada offers but the chance of permanently staying in Canada and will be dishonest to make that happen.
Identity Attack0.17536941
Insult0.0838533
Profanity0.019758832
Threat0.007819066
Severe Toxicity0.004196167
Low Tox 0.19986437 Moderate Con 0.494 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
Too many immigrants, too fast! Minorities have a better chance at getting jobs than majority now. W T H?
Too many immigrants, too fast! Minorities have a better chance at getting jobs than majority now. W T H?
Identity Attack0.1444726
Insult0.039444692
Profanity0.043415543
Threat0.0071588317
Severe Toxicity0.0051498413
Low Tox 0.19694418 Moderate Con 0.378 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
As a French Canadian, I won’t say I am not racist. Not because I am. Because if you excuse yourself (like one does when saying they are not racist before giving a normal opinion), you …
As a French Canadian, I won’t say I am not racist. Not because I am. Because if you excuse yourself (like one does when saying they are not racist before giving a normal opinion), you already lost. That being said, who is with me to deport last 20 years of immigration? Only chance to get our country back.
Identity Attack0.11860296
Insult0.06739554
Profanity0.01535229
Threat0.007819066
Severe Toxicity0.00415802
Low Tox 0.18174082 Constructive 0.581
Aug 25, 2025 13 likes Why Canadians Are Turning Against …
They are bio weapn lol. They lack basic sanitation, but their people don't admit it and are always in denial. Given their population, there's a 1/3rd chance to be both there. How lucky I am!
They are bio weapn lol. They lack basic sanitation, but their people don't admit it and are always in denial. Given their population, there's a 1/3rd chance to be both there. How lucky I am!
Identity Attack0.026207991
Insult0.0638991
Profanity0.03915693
Threat0.012854968
Severe Toxicity0.00541687
Low Tox 0.16591948 Moderate Con 0.431 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. Is this over there are 3 options … 1st get a visa extension … 2nd get your PR ( if you fulfill the criteria ) 3rd leave the country. And one thing more Canada own you nothing! No Canada gave you a chance to come here to this country temporarily! You know from the beginning what this means. Don’t cry and say how bad Canada is ..
Identity Attack0.022791367
Insult0.0838533
Profanity0.025770858
Threat0.007832011
Severe Toxicity0.0035476685
Low Tox 0.16245349 Constructive 0.539
Jan 15, 2026 8 likes 2.9 million Canadian temporary visas …
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting …
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting a job is almost no chance because they will only hire their own people. Kinda messed up, and definitely think something needs to be done.... Still winter, wouldnt mind seeing some more ice... if you know what i mean eh.
Identity Attack0.11047905
Insult0.04090862
Profanity0.02522431
Threat0.0074436385
Severe Toxicity0.0041770935
Low Tox 0.14950264 Constructive 0.648
Jan 27, 2026 Inside Canada's Indian Invasion...
Blame Eastern Canada. We had our chance for real change. lt's only getting worse
Blame Eastern Canada. We had our chance for real change. lt's only getting worse
Identity Attack0.061130337
Insult0.06250052
Profanity0.014293353
Threat0.009023022
Severe Toxicity0.0028419495
Low Tox 0.14950264 Moderate Con 0.376
Jun 25, 2025 1 likes How Canada broke its immigration …
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a …
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a chance to build a better life, then it is your responsibility to contribute positively to that country. Instead, some people are involved in illegal activities, and because of this, many truly talented Indian students are suffering.”
Identity Attack0.10221587
Insult0.034672357
Profanity0.019075647
Threat0.007637825
Severe Toxicity0.0028038025
Low Tox 0.11912931 Constructive 0.67 Personal_Narrative
Jan 12, 2026 1 likes IRCC Names India in Study …
You want to finger-print me like a convict, in order to visit and to spend my money there? Really? Haha, no chance of stepping foot there again.
You want to finger-print me like a convict, in order to visit and to spend my money there? Really? Haha, no chance of stepping foot there again.
Identity Attack0.0050696554
Insult0.054512434
Profanity0.00024089537
Threat0.0062887874
Severe Toxicity0.000009680658
Low Tox 0.117914006
Dec 8, 2025
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Lol you would literally have a better chance just walking in the woods yourself and crossing. There isnt a fence near maine or vermont. U can just do it
Identity Attack0.0041067624
Insult0.030154925
Profanity0.02932342
Threat0.012078222
Severe Toxicity0.0036811829
Low Tox 0.11119666 Low Con 0.239 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and …
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and importing such a massive number so quickly means we are far more likely to see those cultures bumping up against each other, rather than giving them a chance to assimilate and blend. Like any good cook, I know if you try to add the eggs too quickly and in too much of a hurry, you get scrambled eggs in weak sauce, not a thick creamy custard. Same principle applies to immigration. We need to give people the time and chance to learn and absorb our culture and values, else we end up with ghettos and a weakened society.
Identity Attack0.07921951
Insult0.034672357
Profanity0.020032106
Threat0.008401625
Severe Toxicity0.0031852722
Low Tox 0.11057663 Constructive 0.775 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— you’ll never come back. If you book your own flight out thru this app, it is free and you have a chance to come back legally one day. We’ll even throw in $1K USD for spending. This way you get the change to say goodbye, pack, and plan to leave… otherwise, we will pick the time and place you’ll leave and you’ll end up detained while waiting to leave.”
Identity Attack0.00984143
Insult0.038566336
Profanity0.021056883
Threat0.010395273
Severe Toxicity0.0028800964
Low Tox 0.10175867 Moderate Con 0.433
Nov 20, 2025 6 likes Thousands of refugees allowed into …
The problem job info directly to India, there is no chance to Canadian generations, Canadian right now only 2 mio India just wait until.10 years it's gonna be 20 millions so canada is finish
The problem job info directly to India, there is no chance to Canadian generations, Canadian right now only 2 mio India just wait until.10 years it's gonna be 20 millions so canada is finish
Identity Attack0.06795148
Insult0.021094928
Profanity0.013985921
Threat0.011042561
Severe Toxicity0.002822876
Low Tox 0.10045706 Low Con 0.243 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
Bottom line, if you come to visit Canada, just avoid Brampton and Toronto and you are good. But they are at all the Timmys, wherever the city/province, they have prirority over Timmys employement and no …
Bottom line, if you come to visit Canada, just avoid Brampton and Toronto and you are good. But they are at all the Timmys, wherever the city/province, they have prirority over Timmys employement and no i do not want to work there😂. Not a chance.
Identity Attack0.034042787
Insult0.028171662
Profanity0.015044857
Threat0.0066280556
Severe Toxicity0.002040863
Low Tox 0.08004235 Constructive 0.549 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. …
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. Three generations are real Canadians. Canadians obn trhe other hand have lost their opportunities, or wasted them anf now they resent people who are more successful. Most Canadians are working hard and doing fine.
Identity Attack0.04641757
Insult0.025026767
Profanity0.011355659
Threat0.006259101
Severe Toxicity0.0016593933
Low Tox 0.07687678 Constructive 0.694
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
No, second chance, please defer them
No, second chance, please defer them
Identity Attack0.005401687
Insult0.016708933
Profanity0.018802373
Threat0.039256934
Severe Toxicity0.0028038025
Low Tox 0.07687678 Moderate Con 0.326
Dec 28, 2025 Deportations From Canada at Their …
Vulnerable young people from abroad are being drawn into exploitative labour conditions. Many have sacrificed everything just for the chance to come here—sold a vision of the Canadian Dream, only to find themselves trapped in …
Vulnerable young people from abroad are being drawn into exploitative labour conditions. Many have sacrificed everything just for the chance to come here—sold a vision of the Canadian Dream, only to find themselves trapped in bondage. And now being tossed away.
Identity Attack0.012340514
Insult0.026831545
Profanity0.013234417
Threat0.009048914
Severe Toxicity0.0015830994
Low Tox 0.07054565 Moderate Con 0.466
Aug 25, 2025 Why Canadians Are Turning Against …
This also gives boarder officers on the Canadian side a chance to catch illegals in Canada.
This also gives boarder officers on the Canadian side a chance to catch illegals in Canada.
Identity Attack0.029064666
Insult0.0028422717
Profanity0.00007324423
Threat0.0070558563
Severe Toxicity0.000010514521
Low Tox 0.06938526 Policy_Critique
Dec 10, 2025
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
OMG that lady's story scares me. My father had Cancer. They told him 9 months. He had to cross the border and pay out of pocket. We didn't want to take a chance with his …
OMG that lady's story scares me. My father had Cancer. They told him 9 months. He had to cross the border and pay out of pocket. We didn't want to take a chance with his life🙏
Identity Attack0.007473567
Insult0.017227544
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0023460388
Low Tox 0.06065326 Constructive 0.71 Personal_Narrative
Aug 25, 2025 3 likes Why Canadians Are Turning Against …

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.