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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: "😹 you are insane in …" 158 comments · Page 4 of 7
This is insane the level of incompetence is mind boggling.
This is insane the level of incompetence is mind boggling.
Identity Attack0.009989422
Insult0.36798462
Profanity0.08128801
Threat0.007741391
Severe Toxicity0.0074768066
Moderate 0.3666224 Low Con 0.104 Policy_Critique
Nov 22, 2025 14 likes Thousands of refugees allowed into …
Throw these frauds out of the country, stop letting international students work, shut down fake truck permit schools. The citizens and low-income households can't find work here, and the Canadian-Indians are facing insane discrimination due …
Throw these frauds out of the country, stop letting international students work, shut down fake truck permit schools. The citizens and low-income households can't find work here, and the Canadian-Indians are facing insane discrimination due to the many bad apples and terrible government immigration/student policies.
Identity Attack0.29798782
Insult0.33998606
Profanity0.034397304
Threat0.027343199
Severe Toxicity0.0119018555
Moderate 0.3625127 Moderate Con 0.479
Sep 29, 2025 IRCC Names India in Study …
I grew up in Brampton. When I was going it was really multicultural, I lived in a Portuguese neighborhood. There were many different ethnic neighborhoods, it was a melting pot of cultures. I had friends …
I grew up in Brampton. When I was going it was really multicultural, I lived in a Portuguese neighborhood. There were many different ethnic neighborhoods, it was a melting pot of cultures. I had friends of all races and I got to learn about their cultures. It would have been the perfect place to raise kids.It's not multicultural anymore it's just Indians, it's filthy there, crime has skyrocketed and housing prices is insane. You also can't rent apartments as all the landlords will only take Indian tenants under the guise of "vegetarians only". It's a shame, it used to be a great place to live.
Identity Attack0.38699543
Insult0.28997475
Profanity0.24147889
Threat0.011974656
Severe Toxicity0.02296847
Moderate 0.36095104 Constructive 0.679 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think …
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think that's insanely high.
Identity Attack0.44690517
Insult0.18728738
Profanity0.06495911
Threat0.023026628
Severe Toxicity0.02116089
Moderate 0.36095104 Constructive 0.55 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
Identity Attack0.010063417
Insult0.37279442
Profanity0.10301965
Threat0.010550622
Severe Toxicity0.0077056885
Moderate 0.36095104 Constructive 0.52 Economic_Argument
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
the brain washing propaganda needing to import our replacements is BS. In my lifetime our population has doubled from the immigrants and we are way worse.. when the population was half of what it is …
the brain washing propaganda needing to import our replacements is BS. In my lifetime our population has doubled from the immigrants and we are way worse.. when the population was half of what it is now Canada was in a much better place.. so stop repeating the BS. This is the great replacement and they are not immigrants.. They are the villagers scamming their way here by fake schools or low skill jobs who have no plans to leave.. They have no respect for the country letting them in.. I have never gone to INdia, nor do i want to go.. I don't want to feel like im a stranger in my own country. The amount of crap happening is insane! I hate this country. your new First Post national state nightmare!
Identity Attack0.22458547
Insult0.35016364
Profanity0.10920923
Threat0.009023022
Severe Toxicity0.01502803
Moderate 0.36095104 Moderate Con 0.497
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Some of the worst drivers out on the road and the littering is insane
Some of the worst drivers out on the road and the littering is insane
Identity Attack0.011839314
Insult0.35849577
Profanity0.07643871
Threat0.009126588
Severe Toxicity0.007133484
Moderate 0.34757367 Moderate Con 0.339 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
There’s something so shady going on. We have an insane influx amount of Indians in Canada. What is this creative loophole and why can’t the Canadian government close this loophole?
Identity Attack0.3819294
Insult0.24928534
Profanity0.03840541
Threat0.008194493
Severe Toxicity0.011978149
Moderate 0.34328604 Low Con 0.269
Oct 1, 2025 111 likes IRCC Names India in Study …
Finally someone talks about this, it's insane and Canada is totally unrecognizable.
Finally someone talks about this, it's insane and Canada is totally unrecognizable.
Identity Attack0.25986546
Insult0.3416952
Profanity0.027273865
Threat0.007301235
Severe Toxicity0.0075531006
Moderate 0.34328604 Moderate Con 0.446 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what 10 years of insane Liberal policies does to a country.
This is what 10 years of insane Liberal policies does to a country.
Identity Attack0.053854458
Insult0.3493834
Profanity0.030890211
Threat0.007365964
Severe Toxicity0.004749298
Moderate 0.3389984 Low Con 0.224 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Identity Attack0.37012735
Insult0.24630153
Profanity0.050429728
Threat0.024580594
Severe Toxicity0.014188796
Moderate 0.3389984 Constructive 0.691 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The fact that Tyler hasn't somehow been killed yet is kinda insane.
The fact that Tyler hasn't somehow been killed yet is kinda insane.
Identity Attack0.010729378
Insult0.16802633
Profanity0.10611444
Threat0.34804323
Severe Toxicity0.01502803
Moderate 0.3389984 Low Con 0.22 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Fake news. The Liberals brought in more immigrants than they had housing for. Basic math was thrown out the window. It was insane.
Fake news. The Liberals brought in more immigrants than they had housing for. Basic math was thrown out the window. It was insane.
Identity Attack0.10221587
Insult0.34101152
Profanity0.041912504
Threat0.008919456
Severe Toxicity0.0063705444
Moderate 0.3389984 Moderate Con 0.34 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
As a canadian, its insane all throughout the country
As a canadian, its insane all throughout the country
Identity Attack0.25817248
Insult0.26957804
Profanity0.068967216
Threat0.007417747
Severe Toxicity0.0077819824
Moderate 0.32971194 Moderate Con 0.404 Personal_Narrative
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
ITS EVERYWHERE HERE MAN, IM FROM A SMALL TOWN OF 32,000 - 1 HOUR NORTH OF TORONTO, NOW I LIVE IN THE GREATER TORONTO AREA, IN OSHAWA.. INSANE MAN. CAN'T WAIT UNTIL I CAN MOVE …
ITS EVERYWHERE HERE MAN, IM FROM A SMALL TOWN OF 32,000 - 1 HOUR NORTH OF TORONTO, NOW I LIVE IN THE GREATER TORONTO AREA, IN OSHAWA.. INSANE MAN. CAN'T WAIT UNTIL I CAN MOVE TO TEXAS OR FLORIDA
Identity Attack0.04641757
Insult0.29855028
Profanity0.08581402
Threat0.008103873
Severe Toxicity0.008659363
Moderate 0.32712606 Moderate Con 0.42 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Seems like this is happening everywhere with all different types of cultures...... im starting to think they aren't running from their country, they are residing here to take advantage of our broken systems..... until it …
Seems like this is happening everywhere with all different types of cultures...... im starting to think they aren't running from their country, they are residing here to take advantage of our broken systems..... until it gets patched, like a video game glitch..... insane
Identity Attack0.18705739
Insult0.26957804
Profanity0.07255927
Threat0.008686432
Severe Toxicity0.008735657
Moderate 0.3266089 Moderate Con 0.411
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler - was onto something but missed a HUGE story by not diving in deep enough. The Indian invasion in Canada makes the Minnesota Somalian insanity look like small potatoes. I’d be more than happy …
Tyler - was onto something but missed a HUGE story by not diving in deep enough. The Indian invasion in Canada makes the Minnesota Somalian insanity look like small potatoes. I’d be more than happy to be interviewed by Tyler.
Identity Attack0.2869935
Insult0.28997475
Profanity0.025497584
Threat0.008220384
Severe Toxicity0.0090789795
Moderate 0.3245134 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
11:56 as a punjabi the cultural shock was insane the people were asking to put the cloth on that guys head but if it were in my city they would have resorted to violance or …
11:56 as a punjabi the cultural shock was insane the people were asking to put the cloth on that guys head but if it were in my city they would have resorted to violance or wouldnt have let me in gurduwara in the first place unless i had pag on
Identity Attack0.17536941
Insult0.110259406
Profanity0.15812257
Threat0.1733226
Severe Toxicity0.02116089
Moderate 0.32289913 Constructive 0.592 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
This is known and yet it continues. How do we stop this?? We who have paid into everything all of our lives cant get good health care, among other things!! INSANE!
This is known and yet it continues. How do we stop this?? We who have paid into everything all of our lives cant get good health care, among other things!! INSANE!
Identity Attack0.0040327664
Insult0.32211447
Profanity0.055940874
Threat0.0076507707
Severe Toxicity0.005264282
Moderate 0.32020867 Moderate Con 0.488 Moral_Argument
Feb 17, 2026 19 likes LILLEY UNLEASHED: The fall of …
Anyone under 45 in Canada cant afford to live because of these insane policies.
Anyone under 45 in Canada cant afford to live because of these insane policies.
Identity Attack0.105836816
Insult0.28997475
Profanity0.025360947
Threat0.007340072
Severe Toxicity0.0051498413
Moderate 0.32020867 Low Con 0.294 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
This country has reached such an insanity level that pointing out fraud is suddenly racism. Somebody please, make it make sense.
This country has reached such an insanity level that pointing out fraud is suddenly racism. Somebody please, make it make sense.
Identity Attack0.1714862
Insult0.26957804
Profanity0.03915693
Threat0.007417747
Severe Toxicity0.00667572
Moderate 0.32020867 Low Con 0.162 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Finding a Trafficker on Instagram is insane bro.
Finding a Trafficker on Instagram is insane bro.
Identity Attack0.019776696
Insult0.16780703
Profanity0.2258264
Threat0.019746035
Severe Toxicity0.012359619
Moderate 0.31686464 Low Con 0.283 Fear_Threat
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
Oh man, as soon I saw the title and the thumbnail, I just knew the comments were going to be insane 😂 As much as Canada is lauded as a nice and welcoming country, it's …
Oh man, as soon I saw the title and the thumbnail, I just knew the comments were going to be insane 😂 As much as Canada is lauded as a nice and welcoming country, it's open season when it comes to Indians. I work in a typical corporate environment, where all conversations are filtered through a layer of professionalism, and just the other day my director made a joke about how he's glad we don't have Indians on our team. Everyone laughed and we moved on as if it was a completely normal thing to say about an ethnic group. You know it's bad when both the conservative boomers and the liberal millenials/gen Z all agree we have too many Indians.
Identity Attack0.34324843
Insult0.2435641
Profanity0.0961592
Threat0.010369381
Severe Toxicity0.013414118
Moderate 0.3127066 Constructive 0.709
Sep 22, 2025 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.