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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: "I am an immigrant too. …" 3,653 comments · Page 102 of 147
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other …
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other countries. This is F facts.
Identity Attack0.10221587
Insult0.036435258
Profanity0.047173142
Threat0.0064468146
Severe Toxicity0.0035476685
Low Tox 0.15103401 Moderate Con 0.424 Unverified_Claim
Jan 19, 2026 2.9 million Canadian temporary visas …
Bottom line is Liberal government has allowed these mess of people in Country of Canada. Why does it keep happening?. We need immigration when its needed. The laws need to be enforced for everyone.
Bottom line is Liberal government has allowed these mess of people in Country of Canada. Why does it keep happening?. We need immigration when its needed. The laws need to be enforced for everyone.
Identity Attack0.053854458
Insult0.06512285
Profanity0.015864678
Threat0.007586042
Severe Toxicity0.0029563904
Low Tox 0.15103401 Moderate Con 0.475 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigration should be 0 until our infrastructure can catch up. It will solve the traffic, job, homelessness crisis.
Immigration should be 0 until our infrastructure can catch up. It will solve the traffic, job, homelessness crisis.
Identity Attack0.10221587
Insult0.02373764
Profanity0.012995303
Threat0.011819307
Severe Toxicity0.0049209595
Low Tox 0.15103401 Moderate Con 0.406 Policy_Critique
Jan 11, 2026 5 likes Canada’s new rules in 2026
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because …
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because the immigration offices are not doing their jobs. We've been flodded with fake students for years now. And for the record I am not against student visas and legal and appropriate immigration. Far from it. I appreciate every person, whether from India or somewhere esle, that is in Canada legally and with intention to integrate and contribute.
Identity Attack0.056582913
Insult0.06669625
Profanity0.02522431
Threat0.007417747
Severe Toxicity0.0032615662
Low Tox 0.15103401 Constructive 0.794 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
A good scheister would inflate immigration, send untrackable monies through Ukraine on the way to their own pockets, stifle Canada's economy and buy up assets when everything crashes, like taking candy from a baby!
A good scheister would inflate immigration, send untrackable monies through Ukraine on the way to their own pockets, stifle Canada's economy and buy up assets when everything crashes, like taking candy from a baby!
Identity Attack0.033527173
Insult0.061801232
Profanity0.015147334
Threat0.009566744
Severe Toxicity0.0029563904
Low Tox 0.15103401 Low Con 0.228 Unverified_Claim
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
5:18 ….. check Ontario’s SA news reports in the last 2 years and see for yourself how many are Indian and Pakistani vs how many are Africans, both immigrants and ones who’ve grown up here
5:18 ….. check Ontario’s SA news reports in the last 2 years and see for yourself how many are Indian and Pakistani vs how many are Africans, both immigrants and ones who’ve grown up here
Identity Attack0.16993292
Insult0.029714199
Profanity0.013063621
Threat0.0065956907
Severe Toxicity0.0030899048
Low Tox 0.15048122 Constructive 0.54 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Tighten immigration control should prioritze sending away asylum seekers who came here for financial reasons not who are actually working. Labor shortage is real, so is welfare fraud.
Tighten immigration control should prioritze sending away asylum seekers who came here for financial reasons not who are actually working. Labor shortage is real, so is welfare fraud.
Identity Attack0.07591068
Insult0.054376744
Profanity0.012892825
Threat0.007637825
Severe Toxicity0.0027275085
Low Tox 0.15048122 Constructive 0.521 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
If by long term consequences you mean fewer immigrants, I say bring it on
If by long term consequences you mean fewer immigrants, I say bring it on
Identity Attack0.12208464
Insult0.025413504
Profanity0.018255826
Threat0.012803185
Severe Toxicity0.0042533875
Low Tox 0.15048122 Moderate Con 0.336
Jan 21, 2026 Why Canada’s immigration system has …
I dont get why they’re kicking out immigrants who work and can actually integrate?
I dont get why they’re kicking out immigrants who work and can actually integrate?
Identity Attack0.1232452
Insult0.024124376
Profanity0.019622196
Threat0.023371955
Severe Toxicity0.0034332275
Low Tox 0.15048122 Moderate Con 0.357 Question
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
When my ancestors came here they had to carve farms out of the forest and build log cabins. We dont need any more incentives for immigrants, if you wanna come here make your own way.
When my ancestors came here they had to carve farms out of the forest and build log cabins. We dont need any more incentives for immigrants, if you wanna come here make your own way.
Identity Attack0.105836816
Insult0.033901088
Profanity0.012995303
Threat0.0073789097
Severe Toxicity0.0032043457
Low Tox 0.15048122 Moderate Con 0.498
Nov 23, 2025 91 likes Quebec Ends Economic Immigration Program …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we speak about immigration are the temporary work agencies. They prey on Indian immigrants just as much as some of the colleges do. It’s sad really.
Identity Attack0.120924085
Insult0.03588435
Profanity0.022423252
Threat0.0074954215
Severe Toxicity0.002937317
Low Tox 0.14950264 Constructive 0.743 Personal_Narrative
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
If Canada is taking immigrants cream of the crop. That's not what happened in the last 4 years. Look around.
If Canada is taking immigrants cream of the crop. That's not what happened in the last 4 years. Look around.
Identity Attack0.10221587
Insult0.043250903
Profanity0.014361672
Threat0.008505191
Severe Toxicity0.0037193298
Low Tox 0.14950264 Moderate Con 0.339 Policy_Critique
Nov 2, 2025 How much do refugees and …
I am for immigration but not for unfiltered mass immigaration
I am for immigration but not for unfiltered mass immigaration
Identity Attack0.10221587
Insult0.027476108
Profanity0.021466793
Threat0.010084574
Severe Toxicity0.004196167
Low Tox 0.14950264 Moderate Con 0.429 Policy_Critique
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate to any province of your choice - including Quebec. You can also still get bonus points for Canadian education (Quebec education does count) and Canadian work experience (if it qualifies). So the only thing that happened was, that one provincial nomination program was ended, that is all that happened. The practical problem is, that provincial nomination does give so many points, that it is a guarantee of normal express entry pull as long as you just meet criteria to enter Express entry. So provincial nominations are suitable for people that might be otherwise struggling with points (older age, less language perfection, les bonus points from education or work experience). For a disclaimer, provincial programs are based on a specific province needs and just because one was opened when you planned to go and study or work in Canada, it does not mean it will be like that forever. If an agent made you such promise, then he was misleading you. Again for those people demonstrating, nothing has changed for them other than one future option was gone. They still have their student or work permit until it expires. They also can apply into Express entry program as normal. On a side note for Canadian trying to cheer about this, be aware, such change can also mean that economy projection for next few years is not the best. so take it a warning sign. Or if we are lucky, it was found that this program was not bringing intended type of skilled worker or was heavily abused.
Identity Attack0.011691323
Insult0.07333439
Profanity0.021056883
Threat0.0068028234
Severe Toxicity0.0028800964
Low Tox 0.14950264 Constructive 0.707
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Thanks liberals. It is the new immigrants!
Thanks liberals. It is the new immigrants!
Identity Attack0.10221587
Insult0.034562174
Profanity0.015044857
Threat0.0078449575
Severe Toxicity0.0038719177
Low Tox 0.14950264 Low Con 0.224
Aug 27, 2025 Why Canadians Are Turning Against …
Nothing wrong with immigration but you must prepare for it. Liberals prepare for nothing, this is the result!
Nothing wrong with immigration but you must prepare for it. Liberals prepare for nothing, this is the result!
Identity Attack0.089145996
Insult0.03522326
Profanity0.013917602
Threat0.008168601
Severe Toxicity0.0030326843
Low Tox 0.14950264 Low Con 0.19
Jun 23, 2025 How Canada broke its immigration …
MORATORIUM for immigration is needed for at least 10 years 2026-2036, all those on expired visas need to leave or sent home by force. We cannot accept and integrate more immigrants, especially from CERTAIN countries.
MORATORIUM for immigration is needed for at least 10 years 2026-2036, all those on expired visas need to leave or sent home by force. We cannot accept and integrate more immigrants, especially from CERTAIN countries.
Identity Attack0.10221587
Insult0.030265106
Profanity0.011782649
Threat0.010447056
Severe Toxicity0.0043296814
Low Tox 0.14950264 Moderate Con 0.358
Jan 15, 2026 5 likes 2.9 million Canadian temporary visas …
India and China are a big country but why do these people immigrate to other countries????
India and China are a big country but why do these people immigrate to other countries????
Identity Attack0.1064171
Insult0.028061481
Profanity0.017299367
Threat0.0067445673
Severe Toxicity0.0037765503
Low Tox 0.147767 Low Con 0.25 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
All illegal immigrants and so-called refugees have the right to come to Canada for better life.
All illegal immigrants and so-called refugees have the right to come to Canada for better life.
Identity Attack0.11512129
Insult0.03522326
Profanity0.015454767
Threat0.0061231707
Severe Toxicity0.0025749207
Low Tox 0.147767 Moderate Con 0.307
Nov 14, 2018 1 likes How much do refugees and …
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Identity Attack0.10221587
Insult0.04442204
Profanity0.016411226
Threat0.0068416605
Severe Toxicity0.0029563904
Low Tox 0.147767 Moderate Con 0.416 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be …
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be swarming Canada.
Identity Attack0.03636306
Insult0.053205602
Profanity0.022628209
Threat0.011146127
Severe Toxicity0.00333786
Low Tox 0.147767 Moderate Con 0.453
Dec 28, 2025 Deportations From Canada at Their …
Why is it that everythingand I mean everything Canadians want the government to do. THEY DON'T!! Immigration, crime,inflation,homelessness, housing,unemployment, border security, drug trafficking,drug over doses, food banks, foreign interference, pipelines,trade deals,natural resources mining, Israeli solidarity. …
Why is it that everythingand I mean everything Canadians want the government to do. THEY DON'T!! Immigration, crime,inflation,homelessness, housing,unemployment, border security, drug trafficking,drug over doses, food banks, foreign interference, pipelines,trade deals,natural resources mining, Israeli solidarity. And what do the bankrupt us on? Climate change. Gonna destroy a once great nation over a thing that can't be changed.
Identity Attack0.06613251
Insult0.03522326
Profanity0.013371054
Threat0.020264024
Severe Toxicity0.0049591064
Low Tox 0.1460314 Moderate Con 0.449 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die …
Thank you for this report on Brampton. For context, I am a 4th generation Canadian, my ancestors immigrated here a few years prior to confederation in 1867. I have worked in the tool and die industry for decades and many of my associates work for or manage tool and die businesses in Brampton. Everyone in Brampton knows what is changing there. When I try to explain to my friends that what is happening in Brampton is not balanced, they do not understand, they think I am a racist. I told them that my Indian friends in Brampton feel the same way I do. They look at me like a deer in the headlights. Nothing has turned me against a politician so vehemently as Justin Trudeau's management of immigration. The man had no idea how to effectively manage immigration in a way which would integrate people into a culture and society such as Canada. That certainly is not creating a microcosm of one nation in a city.
Identity Attack0.07012023
Insult0.06512285
Profanity0.022013342
Threat0.0089712385
Severe Toxicity0.003566742
Low Tox 0.14429577 Constructive 0.874
Sep 26, 2025 59 likes Inside Canada's Indian Metropolis (Brampton)
11:10 omg 😳 how sweet, hospitable & kind those Hindu immigrants are as always ❤ 11:42 Kind gesture from the Sikh people as well ❤
11:10 omg 😳 how sweet, hospitable & kind those Hindu immigrants are as always ❤ 11:42 Kind gesture from the Sikh people as well ❤
Identity Attack0.12208464
Insult0.03070583
Profanity0.04642162
Threat0.011741633
Severe Toxicity0.008621216
Low Tox 0.14429577 Constructive 0.599
Oct 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)

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.