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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: "If your country is so …" 3,912 comments · Page 136 of 157
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account …
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account and have 3 different alias . My wife uses her maiden name as well her real name and her new name . Most families I know get average of 3850 per month free luxury hotel free food free clothes healthcare free tracfone and there is no need to work anymore . My family has almost enough for a new home already and only in country 5 months .THANK YOU Mr BIDEN
Identity Attack0.006992595
Insult0.029273475
Profanity0.025634222
Threat0.0066280556
Severe Toxicity0.0024604797
Low Tox 0.06896287 Constructive 0.775
Jul 19, 2021 How much do refugees and …
multiculturism is big fraud which destroyed canada. canada has no immigration policy it is free for all to commit fraud and make money. there is no cut but more are coming this report bis fake.. …
multiculturism is big fraud which destroyed canada. canada has no immigration policy it is free for all to commit fraud and make money. there is no cut but more are coming this report bis fake.. canada is now 3rd class country.
Identity Attack0.0076481793
Insult0.032470297
Profanity0.0002609984
Threat0.0004475528
Severe Toxicity0.0000049851096
Low Tox 0.06821694 Unverified_Claim
Apr 15, 2025 1 likes
Has there ever been a country that has said please “come take us over, make our country yours”
Has there ever been a country that has said please “come take us over, make our country yours”
Identity Attack0.018972786
Insult0.017227544
Profanity0.017162729
Threat0.00866054
Severe Toxicity0.0022602081
Low Tox 0.06817148 Low Con 0.22
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming one group. The reality is that the Canadian government failed first by not properly managing immigration volumes, not enforcing document verification, and not honestly assessing whether the country could support such rapid population growth. That policy failure created pressure on housing, jobs, and social systems long before resentment followed. We also need honesty within the Indian community. Some Indians struggle to adapt being overly loud, culturally rigid, and sometimes lacking empathy for Canadian norms and shared public spaces. I studied Canadian and Indigenous history in school, and respecting that history matters. Assimilation doesn’t mean abandoning your culture, but it does mean understanding and respecting the society you chose to join. Cultural education should be expected, not optional. That said, one Indian doing something wrong does not make all Indians bad. Most Indian students and workers I know are hardworking, punctual, and serious about contributing. I’ve personally worked minimum-wage jobs for years, and what I noticed was not jobs being “taken,” but fewer Canadian youth willing to stay in or commit to these roles long-term. Indians didn’t replace Canadians, they filled vacancies that already existed. I also briefly volunteered helping the homeless, and what I saw was honestly shocking. It’s not that the government isn’t trying to help there are rehabilitation programs and support systems in place. The difficult truth is that a significant portion of the homeless population struggles with substance abuse and refuses treatment because it requires giving up drugs. Over time, homelessness itself starts to function like a culture, where benefits and assistance unintentionally enable continued substance use rather than recovery. This is an uncomfortable reality people don’t like to talk about. None of this is simple. Immigration didn’t break Canada, and neither did one community. Poor policy, weak enforcement, lack of accountability, and refusal from governments and individuals to adapt responsibly is what brought us here. Blame is easy. Honest solutions are not.
Identity Attack0.023193322
Insult0.028832749
Profanity0.015010698
Threat0.0068869707
Severe Toxicity0.0016117096
Low Tox 0.06817148 Constructive 0.823 Personal_Narrative
Jan 27, 2026 22 likes Inside Canada's Indian Invasion...
I teach language (English and French)as a volunteer at a community center in Canada, and I meet some newcomers who come with their college (University in Canada) diplomas illegally, not to pass the language exam …
I teach language (English and French)as a volunteer at a community center in Canada, and I meet some newcomers who come with their college (University in Canada) diplomas illegally, not to pass the language exam or the legal immigration steps, but to pay expenses. That's sad because other legal immigrants pay for private courses for learning English or French for their exams, which makes them ready to speak and contribute to their adoptive countries for the first weeks. They are angrier than people who actually live here! On this issue
Identity Attack0.035847444
Insult0.027347196
Profanity0.012995303
Threat0.006653947
Severe Toxicity0.001745224
Low Tox 0.06817148 Constructive 0.815
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't understand those people who came here in Canada to be safe but do not follow the system here. Stay in your country if you want the same system that you're used to. I …
I don't understand those people who came here in Canada to be safe but do not follow the system here. Stay in your country if you want the same system that you're used to. I came here to Canada 18years ago to feel safe and have a better future and worked so hard and I was very happy but now everything starts to break 😢
Identity Attack0.0376521
Insult0.022255141
Profanity0.011150704
Threat0.006168481
Severe Toxicity0.001373291
Low Tox 0.067380086 Constructive 0.718 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Greatest country on Earth??? Which one
Greatest country on Earth??? Which one
Identity Attack0.021585498
Insult0.016860934
Profanity0.020920247
Threat0.006712203
Severe Toxicity0.002117157
Low Tox 0.067380086 Low Con 0.272 Question
Feb 4, 2026 Inside Canada's Indian Invasion...
A better idea is to visit a friendlier country like Iran or North Korea.
A better idea is to visit a friendlier country like Iran or North Korea.
Identity Attack0.04394128
Insult0.008035453
Profanity0.00012725375
Threat0.002808112
Severe Toxicity0.0000099527415
Low Tox 0.06725414
Dec 10, 2025
Khalistan will not Just be in India. It will be in every country in the world.
Khalistan will not Just be in India. It will be in every country in the world.
Identity Attack0.050216515
Insult0.014504919
Profanity0.019758832
Threat0.012078222
Severe Toxicity0.003528595
Low Tox 0.0665887 Low Con 0.214
Jan 27, 2026 Inside Canada's Indian Invasion...
When generations immigrated to Canada many years ago they were not given thousands of dollars, and were expected to up hold the law. Now the goverment is allowing illegal migrants and working visas that are …
When generations immigrated to Canada many years ago they were not given thousands of dollars, and were expected to up hold the law. Now the goverment is allowing illegal migrants and working visas that are long outdated into the country for liberal votes, so they can remain in power
Identity Attack0.03894114
Insult0.02283525
Profanity0.010211324
Threat0.0061231707
Severe Toxicity0.0012683868
Low Tox 0.0665887 Moderate Con 0.487
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
Identity Attack0.038167715
Insult0.017420914
Profanity0.017777596
Threat0.006317357
Severe Toxicity0.0018405914
Low Tox 0.0665887 Moderate Con 0.426 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is …
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is EXACTLY what they are trying to prevent. That's why the Canadian govt came down so hard on the truckers. It's happening to all western countries at the same time for the same reason. We are the greatest threat to the globalist powers maneuvering to rule the world.
Identity Attack0.014752249
Insult0.02373764
Profanity0.01309778
Threat0.011223801
Severe Toxicity0.0019836426
Low Tox 0.0665887 Constructive 0.526
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Not that an issue in Canada. Some on the extreme right are playing the racism angle. What happened was too many people were allowed in the country in a short period of time, putting strain …
Not that an issue in Canada. Some on the extreme right are playing the racism angle. What happened was too many people were allowed in the country in a short period of time, putting strain on services and employment. This was done during pandemic when labor was issue and with universities and colleges when tuition was frozen, and they set that with foreign students who were not qualified financially to study abroad and did it more for permanent residency.
Identity Attack0.033527173
Insult0.024511116
Profanity0.011201942
Threat0.006440342
Severe Toxicity0.0017547607
Low Tox 0.0665887 Constructive 0.664 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Quebec is smarter than the rest of the country. We all need to do this
Quebec is smarter than the rest of the country. We all need to do this
Identity Attack0.022590388
Insult0.025026767
Profanity0.013131939
Threat0.008492245
Severe Toxicity0.0022506714
Low Tox 0.06579731 Moderate Con 0.346
Nov 23, 2025 175 likes Quebec Ends Economic Immigration Program …
🇨🇦 is not the greatest country on earth. We live next to the greatest and freest country on earth.
🇨🇦 is not the greatest country on earth. We live next to the greatest and freest country on earth.
Identity Attack0.03223813
Insult0.01929015
Profanity0.01982715
Threat0.007068211
Severe Toxicity0.0022506714
Low Tox 0.06579731 Moderate Con 0.448 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are …
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are productive and positive members of the community. The one common agreed upon idea is that canadian immigration needs to be tightened up so the posative people can get in and the people who would take advantage of or be criminals are kept outno matter what country they come from.
Identity Attack0.035847444
Insult0.025929155
Profanity0.010689554
Threat0.006809296
Severe Toxicity0.0014686584
Low Tox 0.06579731 Constructive 0.796 Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Same in Europe. They avoid all 53 countries that have their religion that they have to pass to get to the UK. Make it make sense.
Same in Europe. They avoid all 53 countries that have their religion that they have to pass to get to the UK. Make it make sense.
Identity Attack0.052490227
Insult0.0154929245
Profanity0.013507691
Threat0.0069516995
Severe Toxicity0.0018501282
Low Tox 0.06579731 Low Con 0.293 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Make Brampton its own country see how far they get
Make Brampton its own country see how far they get
Identity Attack0.0233943
Insult0.018065477
Profanity0.015079016
Threat0.009644418
Severe Toxicity0.002231598
Low Tox 0.06579731 Low Con 0.165
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian dollars and then send that money out of our economy to their home Country. So our Canadian dollars are sold, and isn't spent in our Economy. When you go somewhere and you don't see any born in Canada employees you really need to make a choice to not support that business. Canadian wages should go to Canadians and spent in our economy. I hope we wise up and we start to really limit how many people we bring into the Country. We're literally bringing in 400K+ people that's about the size of Halifax, EVERY year. We just cannot support this rapid growth. Especially when the people coming in have no intention of integrating and do not share our values.
Identity Attack0.034042787
Insult0.026444806
Profanity0.014054239
Threat0.0067445673
Severe Toxicity0.0018978119
Low Tox 0.06579731 Constructive 0.781 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
3:02 This made no sense. I agree with the premise of the video, but we don't pay for healthcare as Canadians so why would it cost an arm and a leg? I’m multi-generational Canadian with …
3:02 This made no sense. I agree with the premise of the video, but we don't pay for healthcare as Canadians so why would it cost an arm and a leg? I’m multi-generational Canadian with French and Métis roots. This is my country!
Identity Attack0.026207991
Insult0.016024929
Profanity0.015215653
Threat0.011819307
Severe Toxicity0.0027275085
Low Tox 0.06579731 Constructive 0.753
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
If their country and culture is so great why did they leave ?????
If their country and culture is so great why did they leave ?????
Identity Attack0.027011903
Insult0.015872927
Profanity0.014156717
Threat0.0062526283
Severe Toxicity0.0016975403
Low Tox 0.06500591 Moderate Con 0.316 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Trudeau took the country with the most successful functioning immigration program into this. He has destroyed the public consensus on the topic. It is no longer working as it once did for 30 years before …
Trudeau took the country with the most successful functioning immigration program into this. He has destroyed the public consensus on the topic. It is no longer working as it once did for 30 years before him.
Identity Attack0.006437627
Insult0.029053112
Profanity0.010177165
Threat0.0071070488
Severe Toxicity0.0012016296
Low Tox 0.06500591 Constructive 0.523 Policy_Critique
Feb 23, 2026 139 likes 'We do know that there's …
People make the country. If you replace all your people then you don't have your country anymore either.
People make the country. If you replace all your people then you don't have your country anymore either.
Identity Attack0.021585498
Insult0.015796926
Profanity0.0138151245
Threat0.010731863
Severe Toxicity0.0021266937
Low Tox 0.06500591 Low Con 0.218 Identity_Assertion
Jan 27, 2026 3 likes 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.