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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Its not the people who …" 4,268 comments · Page 149 of 171
Most of people migrate because of war not because they don’t like their religion or couture.
Most of people migrate because of war not because they don’t like their religion or couture.
Identity Attack0.051580742
Insult0.015644927
Profanity0.015488927
Threat0.0069516995
Severe Toxicity0.0015068054
Low Tox 0.06817148 Moderate Con 0.324
Aug 25, 2025 4 likes Why Canadians Are Turning Against …
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)
If I went to a job, it had a poor performance and didn’t know my job or it’s numbers I would be fired. Why aren’t these people there’s stone walling the answers to the public …
If I went to a job, it had a poor performance and didn’t know my job or it’s numbers I would be fired. Why aren’t these people there’s stone walling the answers to the public and have no accountability
Identity Attack0.0037182847
Insult0.028281843
Profanity0.01402008
Threat0.0077025536
Severe Toxicity0.0011920929
Low Tox 0.06817148 Moderate Con 0.384
Sep 29, 2025 IRCC Names India in Study …
There are people who already got refugee assylum submitting fake documents. Now enjoying Canadian's hard earned tax money. On top of that, they are working in exchange of cash to avoid paying tax.
There are people who already got refugee assylum submitting fake documents. Now enjoying Canadian's hard earned tax money. On top of that, they are working in exchange of cash to avoid paying tax.
Identity Attack0.016963007
Insult0.028281843
Profanity0.0113215
Threat0.006246155
Severe Toxicity0.0012683868
Low Tox 0.067380086 Moderate Con 0.364
Dec 25, 2025 Deportations From Canada at Their …
There’s a disconnect. If immigrants already working, they should be prioritized. Immigrants also need to get reshuffled. Too many people in some areas, not enough in some areas
There’s a disconnect. If immigrants already working, they should be prioritized. Immigrants also need to get reshuffled. Too many people in some areas, not enough in some areas
Identity Attack0.04951127
Insult0.017163089
Profanity0.012141321
Threat0.0074048014
Severe Toxicity0.00166893
Low Tox 0.067380086 Moderate Con 0.482 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
Compared to other communities they're very talkative 😂 ask people from Bangladesz - they have some STRONG opinions too
Compared to other communities they're very talkative 😂 ask people from Bangladesz - they have some STRONG opinions too
Identity Attack0.03249594
Insult0.021159383
Profanity0.023243073
Threat0.006699257
Severe Toxicity0.0022792816
Low Tox 0.067380086 Moderate Con 0.453 Comparative_Framing
Feb 17, 2026 Inside Canada's Indian Invasion...
Exactly what do they mean by assimilateion dress like us or speak like us guess what people don't give up their culture just because they moved someplace for a job
Exactly what do they mean by assimilateion dress like us or speak like us guess what people don't give up their culture just because they moved someplace for a job
Identity Attack0.034816213
Insult0.018258847
Profanity0.020851927
Threat0.0069387536
Severe Toxicity0.0022029877
Low Tox 0.067380086 Moderate Con 0.439
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
Identity Attack0.048737846
Insult0.01617693
Profanity0.014634945
Threat0.009411395
Severe Toxicity0.0025558472
Low Tox 0.067380086 Low Con 0.212 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
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 …
Conservatives brought in a lot of people as well
Conservatives brought in a lot of people as well
Identity Attack0.026408968
Insult0.021159383
Profanity0.018802373
Threat0.009566744
Severe Toxicity0.0024223328
Low Tox 0.067380086 Moderate Con 0.363 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised here, and when I’m in Brampton and walk into a Circle K, people start speaking to me in Hindi or Punjabi right away — it’s a trip. At the same time, I’m not saying everyone coming is bad. A lot of international students and new immigrants are hardworking people who want to build a better life. But plenty are also gaming the system. The real issue is that Canada messed up by letting in too many at once, with no structure to help them assimilate. When there’s no integration, no surprise people just act like they’re back home.
Identity Attack0.037909906
Insult0.02618698
Profanity0.015693882
Threat0.007301235
Severe Toxicity0.0018024445
Low Tox 0.067380086 Constructive 0.77 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Montreal people know how notorious Motel Pierre is LOL should have called me 😂
Montreal people know how notorious Motel Pierre is LOL should have called me 😂
Identity Attack0.009545447
Insult0.026444806
Profanity0.018324144
Threat0.007197669
Severe Toxicity0.0017738342
Low Tox 0.067380086 Moderate Con 0.412 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Commonizing legal people with illegal ones, we should stop calling out common names for the people who never done anything wrong.
Commonizing legal people with illegal ones, we should stop calling out common names for the people who never done anything wrong.
Identity Attack0.036105253
Insult0.019999169
Profanity0.012346277
Threat0.007637825
Severe Toxicity0.0015926361
Low Tox 0.0665887 Moderate Con 0.458
Sep 30, 2025 IRCC Names India in Study …
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 …
Are they? Are you? Like great 296 people? What's the plan? Give them lollipops?
Are they? Are you? Like great 296 people? What's the plan? Give them lollipops?
Identity Attack0.0066596144
Insult0.02264188
Profanity0.019963788
Threat0.00948907
Severe Toxicity0.002374649
Low Tox 0.0665887 Low Con 0.234 Humor_Satire
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
This isn't good people who pay taxes should have the say . And I say no more people shut the borders.
This isn't good people who pay taxes should have the say . And I say no more people shut the borders.
Identity Attack0.018470341
Insult0.021159383
Profanity0.012517073
Threat0.008026198
Severe Toxicity0.0015640259
Low Tox 0.0665887 Moderate Con 0.438 Policy_Critique
Nov 20, 2025 17 likes Thousands of refugees allowed into …
Velcome to browntown . Tank you come again vyte people 😂😂😂
Velcome to browntown . Tank you come again vyte people 😂😂😂
Identity Attack0.013244915
Insult0.023093075
Profanity0.032142747
Threat0.009048914
Severe Toxicity0.004272461
Low Tox 0.0665887 Low Con 0.243
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
That's funny that Carney said one of the reasons why we're having issues in Canada is because of immigration and yet he as of the getting 100 million people in Canada
That's funny that Carney said one of the reasons why we're having issues in Canada is because of immigration and yet he as of the getting 100 million people in Canada
Identity Attack0.039714564
Insult0.021803947
Profanity0.010894509
Threat0.006110225
Severe Toxicity0.0014686584
Low Tox 0.0665887 Moderate Con 0.493 Policy_Critique
Feb 26, 2026 15 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
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)
Please don't blame the people. Blame the system that has been asleep and keeping loopholes open.
Please don't blame the people. Blame the system that has been asleep and keeping loopholes open.
Identity Attack0.0036997858
Insult0.02373764
Profanity0.017162729
Threat0.008311004
Severe Toxicity0.0013542175
Low Tox 0.06579731 Moderate Con 0.367
Sep 29, 2025 3 likes IRCC Names India in Study …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
In the UK small to medium towns and cities where there's a concentration of indian people eg: London (West) Leicester, Birmingham, Slough.
In the UK small to medium towns and cities where there's a concentration of indian people eg: London (West) Leicester, Birmingham, Slough.
Identity Attack0.07591068
Insult0.017807651
Profanity0.02392626
Threat0.008634649
Severe Toxicity0.002746582
Low Tox 0.06579731 Constructive 0.517 Comparative_Framing
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
This is Alberta, they should check out the number here in Ontario, unbelievable what our Government allows here in Canada. It's time the people stood up and spoke up for our rights. People have a …
This is Alberta, they should check out the number here in Ontario, unbelievable what our Government allows here in Canada. It's time the people stood up and spoke up for our rights. People have a right to live where they want, but if you're illegal and taking out jobs send them back.
Identity Attack0.026207991
Insult0.023608726
Profanity0.010757872
Threat0.007327127
Severe Toxicity0.0016021729
Low Tox 0.06579731 Constructive 0.6
Sep 30, 2025 11 likes IRCC Names India in Study …
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, …
Did anyone reach out to their MP? Please ask ChatGPT how to do that and just tell it your points, it will arrange the text. Yes your voice will be dismissed, it's not about you, it's about how many people will speakout instead of just complaining on youtube and tiktok and etc.
Identity Attack0.002848835
Insult0.023866551
Profanity0.018255826
Threat0.007935578
Severe Toxicity0.0013446808
Low Tox 0.06579731 Constructive 0.742
Aug 25, 2025 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.