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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: "Don't give in to that …" 664 comments · Page 16 of 27
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
Identity Attack0.15731181
Insult0.057890166
Profanity0.019348921
Threat0.017674083
Severe Toxicity0.0059509277
Low Tox 0.20172562 Constructive 0.505 Identity_Assertion
Dec 30, 2025 Deportations From Canada at Their …
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal …
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal immigrants and foreign criminals collected and exported out of Canada. Process the people who are here legally and give our systems time to fix issues created by the Failed Liberal Immigration Policy.
Identity Attack0.16587129
Insult0.07903719
Profanity0.012926984
Threat0.01101667
Severe Toxicity0.004272461
Low Tox 0.20172562 Moderate Con 0.307 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
This is why you never give citizenship to ANYONE. Learn form Middle East
This is why you never give citizenship to ANYONE. Learn form Middle East
Identity Attack0.116281845
Insult0.061276767
Profanity0.017572641
Threat0.007353018
Severe Toxicity0.004634857
Low Tox 0.20126031 Low Con 0.136 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am a legal American citizen and I do not get any free health care! I have paid into social security since I was 16. I have earned my social security over the past 45 …
I am a legal American citizen and I do not get any free health care! I have paid into social security since I was 16. I have earned my social security over the past 45 years. I also have to pay my own legal fees and my taxes paid for my child to go to public school. I do not know of any other country that gives refugees or illegal aliens ANY money or services!
Identity Attack0.17925262
Insult0.06722072
Profanity0.016957775
Threat0.0063432488
Severe Toxicity0.004634857
Low Tox 0.20102765 Constructive 0.692
Jan 21, 2019 3 likes How much do refugees and …
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever …
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever else they want prolly wont get any! Canada just needs to enforce stricter rules and deport illegals and students who can't pay for a year upfront, and fraudulent people/companies etc! Immigrants are good but the scale is not and reverse needs to be done for a while!
Identity Attack0.17303948
Insult0.076185785
Profanity0.0147374235
Threat0.009230154
Severe Toxicity0.0050354004
Low Tox 0.20102765 Constructive 0.614 Policy_Critique
Feb 8, 2026 Inside Canada's Indian Metropolis (Brampton)
Your so right if you don’t want to assimilate in Canadian society . Then stay in your country as no one invite you. You are here asking Canada to give you opportunity. Now you want …
Your so right if you don’t want to assimilate in Canadian society . Then stay in your country as no one invite you. You are here asking Canada to give you opportunity. Now you want to bring your culture no you should he respectful for this country. So sad leave what ever you have in your country
Identity Attack0.17303948
Insult0.062150877
Profanity0.012346277
Threat0.0074436385
Severe Toxicity0.0047683716
Low Tox 0.200795 Moderate Con 0.41
Aug 26, 2025 Why Canadians Are Turning Against …
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the …
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the driving schools whos driving instructor is just giving out commerical licenses to all their indian friends.
Identity Attack0.19495805
Insult0.071750276
Profanity0.027820412
Threat0.0074048014
Severe Toxicity0.00459671
Low Tox 0.20009702 Moderate Con 0.368 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
When it is the majority race taking over indigenous people's lands giving them new rules & regulations to follow without their input, discriminate against them, and deny them rights to property or jobs in their …
When it is the majority race taking over indigenous people's lands giving them new rules & regulations to follow without their input, discriminate against them, and deny them rights to property or jobs in their land, it's a birthright. When it's ethnic minorities with a different culture and skin tone immigrating to the land, it's an invasion.
Identity Attack0.22261032
Insult0.045007613
Profanity0.016616182
Threat0.008789998
Severe Toxicity0.004863739
Low Tox 0.20009702 Moderate Con 0.498 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
It's great to see some initiative but numbers are from 2004, and after that a crazy amount of refugees came to Canada, legally and illegally using free resources such as food bank, EI, child support …
It's great to see some initiative but numbers are from 2004, and after that a crazy amount of refugees came to Canada, legally and illegally using free resources such as food bank, EI, child support and medical, whereas our policies are so weak police is busy giving tickets
Identity Attack0.062039822
Insult0.13245803
Profanity0.030138692
Threat0.0068416605
Severe Toxicity0.0032043457
Low Tox 0.20009702 Constructive 0.712
Oct 2, 2025 IRCC Names India in Study …
Give them enough time, they will populate the whole of Canada and rename it into india
Give them enough time, they will populate the whole of Canada and rename it into india
Identity Attack0.20680901
Insult0.045007613
Profanity0.022354934
Threat0.027515862
Severe Toxicity0.0075149536
Low Tox 0.19986437 Low Con 0.105 Fear_Threat
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, I’m really hoping you see this post. I have such a ground breaking idea for a video, that only you could probably accomplish. After watching so much of this epstein content over the last …
Tyler, I’m really hoping you see this post. I have such a ground breaking idea for a video, that only you could probably accomplish. After watching so much of this epstein content over the last week I’ve came to a conclusion that is safe, legal and would probably be the biggest videos in history if done. Around the island is international waters. What do you think is around that island? If you see this comment just reply and I’ll give you the idea for free, I just want these horrible people brought to justice WITH PROOF!!! Thanks bud, hopefully you see this.
Identity Attack0.008213525
Insult0.1505596
Profanity0.062454045
Threat0.010705971
Severe Toxicity0.004386902
Low Tox 0.19986437 Constructive 0.641 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
When the youth hit a wall give them a helmet
When the youth hit a wall give them a helmet
Identity Attack0.024801146
Insult0.026058068
Profanity0.03715288
Threat0.14802226
Severe Toxicity0.009155273
Low Tox 0.19939905 Low Con 0.234
Jan 3, 2026 New rules, regulations take effect …
Quebec is just a colony of its colonizer Canada. Give them freedom and independence.
Quebec is just a colony of its colonizer Canada. Give them freedom and independence.
Identity Attack0.12440576
Insult0.082372494
Profanity0.015557245
Threat0.0073789097
Severe Toxicity0.004634857
Low Tox 0.1991664 Low Con 0.177
Nov 23, 2025 Quebec Ends Economic Immigration Program …
I heard many jobs is taking by Indians, they have take their family to Canada and give job
I heard many jobs is taking by Indians, they have take their family to Canada and give job
Identity Attack0.25140062
Insult0.04383647
Profanity0.02071529
Threat0.006641001
Severe Toxicity0.0044059753
Low Tox 0.19893374 Moderate Con 0.443 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
All need to go these immigration lawyers give all the wrong information just for money
All need to go these immigration lawyers give all the wrong information just for money
Identity Attack0.109318495
Insult0.07016616
Profanity0.019212283
Threat0.007948523
Severe Toxicity0.003643036
Low Tox 0.19893374 Low Con 0.153
Nov 21, 2025 Quebec Ends Economic Immigration Program …
It's not nearly high enough...it needs to be in the hundreds of thousands. It's disgraceful how our own Lib gov opened our borders, pay the migrants and give businesses wage subsidies and tax incentives for …
It's not nearly high enough...it needs to be in the hundreds of thousands. It's disgraceful how our own Lib gov opened our borders, pay the migrants and give businesses wage subsidies and tax incentives for hiring foreigners...leaving the actual Canadians out of the loop, out of ANY advantage at all.
Identity Attack0.10815793
Insult0.08410009
Profanity0.018529098
Threat0.007340072
Severe Toxicity0.0036621094
Low Tox 0.19893374 Constructive 0.537
Dec 25, 2025 1 likes Deportations From Canada at Their …
Assuming that the issues discussed in these sessions are important to Canadians and that the Liberal government is all for transparency, why are the MPs seeking information/answers on behalf Canadians so limited in time to …
Assuming that the issues discussed in these sessions are important to Canadians and that the Liberal government is all for transparency, why are the MPs seeking information/answers on behalf Canadians so limited in time to ask questions? I have watched many of these sessions and the interviewees always appear unprepared, or ignorant of how their departments function, or give evasive replies.
Identity Attack0.0102854045
Insult0.1669316
Profanity0.014634945
Threat0.0059548756
Severe Toxicity0.0015258789
Low Tox 0.19870108 Constructive 0.628
Sep 30, 2025 IRCC Names India in Study …
As a Indian I feel it's not good thing Canada belongs to local canadians not immigrants who migrated years ago this is how invasion looks like if not stopped this people will keep increasing some …
As a Indian I feel it's not good thing Canada belongs to local canadians not immigrants who migrated years ago this is how invasion looks like if not stopped this people will keep increasing some of this people even take double status from India and Canada giving them political rights is most dangerous hope your Canadian government wakes up from deep sleep
Identity Attack0.17536941
Insult0.06984934
Profanity0.0157622
Threat0.010188141
Severe Toxicity0.00541687
Low Tox 0.19870108 Constructive 0.598
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
sihk church gives you food and shelter, american churchs call the police and say "this guy is tresspasing in the church idk he wants like charity or something wierd"
sihk church gives you food and shelter, american churchs call the police and say "this guy is tresspasing in the church idk he wants like charity or something wierd"
Identity Attack0.1508922
Insult0.06564732
Profanity0.04792466
Threat0.008556974
Severe Toxicity0.004463196
Low Tox 0.19694418 Moderate Con 0.398 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of the population is white. They project that nearly 70% of Surreys population would be Indian by 2030. But by golly keep them away from a Big rig because they cannot drive them and give all Truckers a bad name.
Identity Attack0.1769227
Insult0.061451588
Profanity0.023174755
Threat0.012596053
Severe Toxicity0.005760193
Low Tox 0.19504376 Constructive 0.593 Unverified_Claim
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They made the whole system look like circus.
Identity Attack0.14233272
Insult0.06858205
Profanity0.04667213
Threat0.0077284453
Severe Toxicity0.003967285
Low Tox 0.19219314 Constructive 0.552 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
Identity Attack0.22631748
Insult0.06267534
Profanity0.01490822
Threat0.0077025536
Severe Toxicity0.0037002563
Low Tox 0.19219314 Moderate Con 0.329 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory , so Indians regard themselves as the successors of the British Empire, so that we have reason to ask for more territory; our Indians’ greatest contribution to the world Just give birth to children. In order to have a population of 2 billion, we need more territory. Although we Indians have the most beggars in the world and most Indians have no jobs, it doesn’t matter. We will give birth to more children. Son, this way we can occupy Bhutan, Sri Lanka, Nepal, Pakistan,USA, Canada, Australia... until the whole earth
Identity Attack0.19495805
Insult0.061451588
Profanity0.07611542
Threat0.03787563
Severe Toxicity0.013736901
Low Tox 0.19124292 Constructive 0.547
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …

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.