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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: "They have been putting our …" 411 comments · Page 13 of 17
I just want Canada from 10-15 years ago man. I'm not full on anti-immigration, I still want to allow some people in. But we need to put a stop to mass immigration. Immigration without assimilation …
I just want Canada from 10-15 years ago man. I'm not full on anti-immigration, I still want to allow some people in. But we need to put a stop to mass immigration. Immigration without assimilation is just an invasion.
Identity Attack0.10221587
Insult0.02982438
Profanity0.013405213
Threat0.008220384
Severe Toxicity0.0030899048
Low Tox 0.12867521 Constructive 0.644 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Ya...Mr mandate. I won't bring in mandates...brings in mandates. Talks to Independence people rudely. Kenny can take a hike, to put it mildly. Insider establishment uniparty guy.
Ya...Mr mandate. I won't bring in mandates...brings in mandates. Talks to Independence people rudely. Kenny can take a hike, to put it mildly. Insider establishment uniparty guy.
Identity Attack0.008361516
Insult0.06687108
Profanity0.016411226
Threat0.0097738765
Severe Toxicity0.0019836426
Low Tox 0.1269396 Moderate Con 0.362
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Half of candians did not vote liberal , so put you tar brush away , a day of reconing is coming for the liberals and all those that voted for them . PP for PM
Half of candians did not vote liberal , so put you tar brush away , a day of reconing is coming for the liberals and all those that voted for them . PP for PM
Identity Attack0.036620867
Insult0.057890166
Profanity0.0166845
Threat0.012078222
Severe Toxicity0.0033187866
Low Tox 0.1269396 Moderate Con 0.302
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
why punjabi put our meitei names put singh instead of meitei/meetei. we meitei are punjabi or meitei and what is the religion of meitei whether micah's idolatory or hindu(vaisnavism) clarify it properly punjabi guys
why punjabi put our meitei names put singh instead of meitei/meetei. we meitei are punjabi or meitei and what is the religion of meitei whether micah's idolatory or hindu(vaisnavism) clarify it properly punjabi guys
Identity Attack0.105256535
Insult0.045007613
Profanity0.03915693
Threat0.009799767
Severe Toxicity0.005874634
Low Tox 0.12260055 Moderate Con 0.453
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Identity Attack0.07673789
Insult0.04852104
Profanity0.019758832
Threat0.008401625
Severe Toxicity0.0030899048
Low Tox 0.119997114 Constructive 0.711 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
She obviously fits the job description put out by Pinocchio carny
She obviously fits the job description put out by Pinocchio carny
Identity Attack0.0039402717
Insult0.06337463
Profanity0.025907494
Threat0.006097279
Severe Toxicity0.00207901
Low Tox 0.119997114 Low Con 0.143 Humor_Satire
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
a lberal communist Lester B Pearson pushed to get rid of the original Canadian Flag the Red Ensign that had the Irish, Scottish, English, French on the flag that stated this was the 4 founding …
a lberal communist Lester B Pearson pushed to get rid of the original Canadian Flag the Red Ensign that had the Irish, Scottish, English, French on the flag that stated this was the 4 founding producers.....they got rid of it and put in the corporate flag and so started the erasure of Canadians identity.........put the flag back!
Identity Attack0.04203484
Insult0.054376744
Profanity0.012482914
Threat0.009100696
Severe Toxicity0.0031280518
Low Tox 0.11912931 Moderate Con 0.497
Aug 24, 2025 Why Canadians Are Turning Against …
Put them in military plane as USA did instead of wasting tax payer money
Put them in military plane as USA did instead of wasting tax payer money
Identity Attack0.0069185994
Insult0.030926194
Profanity0.01309778
Threat0.04363242
Severe Toxicity0.0035476685
Low Tox 0.1182615 Low Con 0.134
Dec 24, 2025 1 likes Deportations From Canada at Their …
Wow they really allowed to put hindu statues there
Wow they really allowed to put hindu statues there
Identity Attack0.11744241
Insult0.027605021
Profanity0.036651865
Threat0.00967031
Severe Toxicity0.00579834
Low Tox 0.1182615 Low Con 0.23 Identity_Assertion
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
Goog for Quebec putting a stop to english invation
Goog for Quebec putting a stop to english invation
Identity Attack0.10221587
Insult0.030816011
Profanity0.015557245
Threat0.008336896
Severe Toxicity0.0032997131
Low Tox 0.1182615 Low Con 0.249
Nov 27, 2025 Quebec Ends Economic Immigration Program …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
Big business lobbying got us here, the liberals don't ever really put out a policy statement like other parties do. They really don't stand for anything. That has always been the problem, they are the …
Big business lobbying got us here, the liberals don't ever really put out a policy statement like other parties do. They really don't stand for anything. That has always been the problem, they are the "whats trending now" party. No clear core values, campaign on one thing, do another, that is why they are untrustworthy .
Identity Attack0.017063495
Insult0.06739554
Profanity0.013712646
Threat0.0064532873
Severe Toxicity0.0016403198
Low Tox 0.1140901 Moderate Con 0.404
Jun 19, 2025 1 likes How Canada broke its immigration …
Doug Ford is destroying the healthcare system. He refuses to put the money toward healthcare that federal government gave them.
Doug Ford is destroying the healthcare system. He refuses to put the money toward healthcare that federal government gave them.
Identity Attack0.004069764
Insult0.057890166
Profanity0.014703264
Threat0.009747985
Severe Toxicity0.0020313263
Low Tox 0.11398677 Moderate Con 0.315
Aug 25, 2025 Why Canadians Are Turning Against …
I don't believe whatever show cake you put on the table. All of you're sold out main-stream media.
I don't believe whatever show cake you put on the table. All of you're sold out main-stream media.
Identity Attack0.005401687
Insult0.0573046
Profanity0.017572641
Threat0.0067769317
Severe Toxicity0.0018024445
Low Tox 0.11378009 Low Con 0.228
Oct 15, 2018 How much do refugees and …
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who …
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who can truly contribute to this country. I am an IT student, and I worked hard to clear $120K in debt through Scotiabank. I could have taken a loan in my home country, but I chose to work here because Canada gave me everything my own country could not. I am deeply grateful for that. But when I see people from my own community walking around in flip-flops, unable to speak even one word of English, it breaks me inside. My city—Brampton—has been completely taken over, and it’s becoming harder to even drive there now. I believe Canada needs to come together and put an end to this. Enough is enough. Immigration should be about quality, not quantity.
Identity Attack0.08583717
Insult0.03710241
Profanity0.022013342
Threat0.008039144
Severe Toxicity0.0037002563
Low Tox 0.11305673 Constructive 0.764 Personal_Narrative
Sep 30, 2025 173 likes IRCC Names India in Study …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all immigrants r bad, its govenment issue not people. Dont blame my people, they put application paid fee and also paid GIC of 20K plus college fee of 20k+. I know some people can be bad, thats where government should make law implementation better. Plus, no immigrant expected the job crisis tht exist, so whatever job to atleast save some amount rather than hitting the savings, we take. I have adapted the culture, I live my life peacefully without bothering anyone. If there's any religious activity, govt should contact groups and work out ways to celebrate festivals. I have culture from birth country in addition I added Canadian culture. The blend is good, and can be attained if govt make proper planning.
Identity Attack0.08004672
Insult0.03566399
Profanity0.024882717
Threat0.006874025
Severe Toxicity0.0029563904
Low Tox 0.112643376 Constructive 0.852 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
To keep citizens a priority over the influx of immigrants and refugees Denmark had cut welfare benefits to illegal immigrants and refugees and many began leaving to more profitable countries (in benefits). Why has our …
To keep citizens a priority over the influx of immigrants and refugees Denmark had cut welfare benefits to illegal immigrants and refugees and many began leaving to more profitable countries (in benefits). Why has our country not put something like that in place? It definitely would sort out those who came for the 'freebies'.  ~ Denmark's ‘integration benefit'  measure was a significantly lower benefit level being offered to people who have resided in Denmark for less than seven of the past eight years. Foreigners will also receive a financial incentive to learn the language. These were 'integration benefits'. Citizens who have lived outside of the EU (or country?) for seven of the past eight years were also subjected to the new rules. The purpose, to make Denmark a less attractive destination while making it more attractive to work and contribute to Danish society.  It reduced the flow in to a more manageable number.
Identity Attack0.08831879
Insult0.031917825
Profanity0.024814399
Threat0.008401625
Severe Toxicity0.003490448
Low Tox 0.112540044 Constructive 0.608
Jul 19, 2019 3 likes How much do refugees and …
about time they put this back up, what a shame it was taken down
about time they put this back up, what a shame it was taken down
Identity Attack0.00310782
Insult0.034782536
Profanity0.02433617
Threat0.008039144
Severe Toxicity0.0022220612
Low Tox 0.112333365 Moderate Con 0.409
Feb 3, 2026 52 likes Inside Canada's Indian Invasion...
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
true canadians did not vote for liberals,, the mass gimmigrants did,, they are magority now,, trudeau and carney put them in for votes,, and paid for them to come,,
Identity Attack0.06294931
Insult0.035774168
Profanity0.012107162
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.11202335 Low Con 0.218
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
yet another absolutely legendary vid! but BRO BE SAFE!!!! lots and lots of peril u put urself into. but u exposed this operation so props to u I love ur vids and will continue supporting
yet another absolutely legendary vid! but BRO BE SAFE!!!! lots and lots of peril u put urself into. but u exposed this operation so props to u I love ur vids and will continue supporting
Identity Attack0.00828752
Insult0.025155678
Profanity0.030389199
Threat0.018019408
Severe Toxicity0.0064468384
Low Tox 0.11192002 Constructive 0.586 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Trump should put a 100% tariff on Canada for immediate mass deportations.
Trump should put a 100% tariff on Canada for immediate mass deportations.
Identity Attack0.050671257
Insult0.023995465
Profanity0.012107162
Threat0.014566151
Severe Toxicity0.0031280518
Low Tox 0.11192002 Low Con 0.109 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Identity Attack0.025203101
Insult0.060927123
Profanity0.013883443
Threat0.0076119336
Severe Toxicity0.0022220612
Low Tox 0.11192002 Constructive 0.52 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in …
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in migrants' mouths to facilitate their entry into Canada.
Identity Attack0.061130337
Insult0.03235855
Profanity0.013200258
Threat0.008311004
Severe Toxicity0.0024223328
Low Tox 0.11109332 Constructive 0.542 Unverified_Claim
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had and now immigrants have taken that over government and people today wouldn't exist with out my grandfather . Politions dont know what war is... or how it reflects all candians still today . A lession to all politions get back to work . And have some respect . For people who got uou to where you are today . Far to much time off running with a counrty and a hammer as yhe leader makes me puke every day . Say thank you carney for life u have be ayse of my grandfather. Thanks for staying and being humble and rooted . Your not . Stop giving Canadian money away this is the out come carney and trudeau twisted brothers. made this mess .
Identity Attack0.03636306
Insult0.054962315
Profanity0.017162729
Threat0.0076766624
Severe Toxicity0.0024795532
Low Tox 0.11098998 Constructive 0.639 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Sikhs are great warriors who protected India from the Moh@mmedan invasions in history and they get put in the same basket with other types of immigrants these days, but they contribute greatly to the economy …
Sikhs are great warriors who protected India from the Moh@mmedan invasions in history and they get put in the same basket with other types of immigrants these days, but they contribute greatly to the economy and do not sit around on benefits. They are hard working people with principles and family values. They are also peaceful, and anyone can go and have a feed at the temple at lunch time.
Identity Attack0.099072486
Insult0.030154925
Profanity0.019758832
Threat0.008764107
Severe Toxicity0.0039863586
Low Tox 0.11088664 Constructive 0.756 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.