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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 #}

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Active: "Why does a country of …" 3,912 comments · Page 88 of 157
And not just Brampton all of Ontario and Canada country is destroyed
And not just Brampton all of Ontario and Canada country is destroyed
Identity Attack0.10221587
Insult0.097093195
Profanity0.020373698
Threat0.05688698
Severe Toxicity0.0073623657
Low Tox 0.2553839 Low Con 0.282 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Imagine what did the Indegenous Indian's think when they saw European immigrants, who took there everything and made them the minorities in their country of Canada.
Imagine what did the Indegenous Indian's think when they saw European immigrants, who took there everything and made them the minorities in their country of Canada.
Identity Attack0.28622448
Insult0.100019015
Profanity0.022559889
Threat0.0074436385
Severe Toxicity0.007171631
Low Tox 0.2553839 Moderate Con 0.453 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
There is nothing “racist” about not wanting your country to be infiltrated by mass immigration.
There is nothing “racist” about not wanting your country to be infiltrated by mass immigration.
Identity Attack0.2803029
Insult0.07460167
Profanity0.028230323
Threat0.012647836
Severe Toxicity0.008354187
Low Tox 0.2553839 Low Con 0.216 Moral_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the …
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the app!! Number 1..my son is a citizen of this country!! I won't shed tears for non-Canadians..sorry!! Close the doors unless there is a direct LINK to Canada! FYI..took 19 months to get my son's citizenship! 18 months!! I had to go through the EXACT same process as everyone who has ZERO connection to this country other than the thought of free money!! Maybe I need to move to Quebec? My fiancee speaks English, French, Spanish AND Italian but still....not admissible! Wrong colour or religion I guess!
Identity Attack0.10221587
Insult0.16989174
Profanity0.032643758
Threat0.009204263
Severe Toxicity0.007209778
Low Tox 0.2553839 Constructive 0.751
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Kick out non tax paying refugees who have been in the country longer than two years. We have millions claiming child tax credits and welfare who drive luxury cars and haven't paid a cent in …
Kick out non tax paying refugees who have been in the country longer than two years. We have millions claiming child tax credits and welfare who drive luxury cars and haven't paid a cent in taxes back to society
Identity Attack0.20878418
Insult0.061101943
Profanity0.026317406
Threat0.20938614
Severe Toxicity0.012833111
Low Tox 0.25462922 Moderate Con 0.367
Dec 30, 2025 3 likes Deportations From Canada at Their …
This country is Broken
This country is Broken
Identity Attack0.10221587
Insult0.08410009
Profanity0.08290444
Threat0.011146127
Severe Toxicity0.007896423
Low Tox 0.25462922 Moderate Con 0.344 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians for no reason right now
Identity Attack0.23011416
Insult0.07555214
Profanity0.017162729
Threat0.011767523
Severe Toxicity0.006942749
Low Tox 0.25462922 Low Con 0.233 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the same as that of the US. And in Canada, immigrants are segregated: Hispanics marry Hispanics, Muslims marry Muslims, whites marry whites. The only thing we share is a table at Tim Hortons, a line at McDonald's, or an elevator in the building.
Identity Attack0.33675182
Insult0.06354945
Profanity0.014190876
Threat0.007417747
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.508
Aug 26, 2025 Why Canadians Are Turning Against …
They literally ruin every country they touch it's actually incredible to see.
They literally ruin every country they touch it's actually incredible to see.
Identity Attack0.04203484
Insult0.07238392
Profanity0.079025
Threat0.044278983
Severe Toxicity0.007286072
Low Tox 0.25462922 Low Con 0.219
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send more back to perhaps other countries that will accept them. That alone will save Canada money.
Identity Attack0.18002926
Insult0.15485314
Profanity0.027683776
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.25462922 Constructive 0.604 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
What's the problem? You need stronger immigration laws to stop Americans entering the country!🤷‍♂️ 😂😂😂
What's the problem? You need stronger immigration laws to stop Americans entering the country!🤷‍♂️ 😂😂😂
Identity Attack0.2808415
Insult0.056133457
Profanity0.019485557
Threat0.010214032
Severe Toxicity0.007247925
Low Tox 0.25462922 Low Con 0.191 Humor_Satire
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're …
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're gentrifying.
Identity Attack0.28034934
Insult0.08434689
Profanity0.04141149
Threat0.009230154
Severe Toxicity0.00869751
Low Tox 0.25462922 Moderate Con 0.407 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m from Ontario and I’ve slowly watched my home town turn into new delhi since covid. Brampton has always been especially bad. If I wanted to feel like I was in India I would go …
I’m from Ontario and I’ve slowly watched my home town turn into new delhi since covid. Brampton has always been especially bad. If I wanted to feel like I was in India I would go to India, when I’m Canada I want to feel like I’m in Canada. A once great country being ruined.
Identity Attack0.25309357
Insult0.09416737
Profanity0.024472807
Threat0.010369381
Severe Toxicity0.0065231323
Low Tox 0.25462922 Constructive 0.585 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
All immigrants? LOL you are just scared to call out that one country.
All immigrants? LOL you are just scared to call out that one country.
Identity Attack0.27510223
Insult0.07238392
Profanity0.030639706
Threat0.007909686
Severe Toxicity0.006828308
Low Tox 0.25462922 Low Con 0.166
Aug 25, 2025 Why Canadians Are Turning Against …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at 2:50 was purhaps the most honest 'white' guy you will meet. The fact is Indians didn't take over, the upper class just decided to move north to Bolton or more west to the Halton area. Over time enough Indians replaced them to basically take over important roles like police officers and political positions. Eventually just like East Asians have Markham and parts of Scarborough, the south Asians had a high enough population for Brampton to be considered their home turf. Eventually though it was the student visas that drove Canadians crazy. Millions of students in record time and I believe there was an additional 4 million who came on temporary work visas during covid, eventually Canadians got annoyed. Personally I don't see any problem with it as long as we keep building apartments and homes for the new immigrants to rent and live it doesn't bother me. I would like to see three times more immigration especially from Europe as this country is super underpopulated and we need people to open factories and build companies that will strengthen Canada as a whole and employ our own not just send money back to their countries. So its not an invasion we just need come to a place of understanding and learn to work together. I will finish with the one negative; there truly is a massive lack of assimilation and this may prove to be more of a problem than we realize but I won't go into it. Stay strong my Punjabi friends 👳🏿
Identity Attack0.293411
Insult0.123407245
Profanity0.06596114
Threat0.012285355
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.875 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And bringing them the canada and the liberals don't care as long as they vote for them.And cheat in the election, that's the bottom line!
Identity Attack0.08831879
Insult0.21368977
Profanity0.017572641
Threat0.009463178
Severe Toxicity0.004749298
Low Tox 0.25462922 Moderate Con 0.306 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Theyre Cancer. I drove from NS to AB in the spring, theyre everywhere... all across the country, even in WAY northern Ontario.
Theyre Cancer. I drove from NS to AB in the spring, theyre everywhere... all across the country, even in WAY northern Ontario.
Identity Attack0.030691283
Insult0.16890354
Profanity0.035649836
Threat0.009307829
Severe Toxicity0.0076293945
Low Tox 0.25462922 Constructive 0.523 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Gujrasti owns maximum hotels in all white race countries
Gujrasti owns maximum hotels in all white race countries
Identity Attack0.2808415
Insult0.06023245
Profanity0.07999486
Threat0.012026439
Severe Toxicity0.010299683
Low Tox 0.25462922 Low Con 0.109 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Where are the indigenous people or first nation. No temple or mosque should be in Canada, you cannot go to their country and do that
Where are the indigenous people or first nation. No temple or mosque should be in Canada, you cannot go to their country and do that
Identity Attack0.2964622
Insult0.061801232
Profanity0.015693882
Threat0.007573096
Severe Toxicity0.0074386597
Low Tox 0.25462922 Moderate Con 0.303 Identity_Assertion
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm tired of being a foreigner in my own home country.
I'm tired of being a foreigner in my own home country.
Identity Attack0.28034934
Insult0.060752302
Profanity0.040158957
Threat0.007547205
Severe Toxicity0.0062179565
Low Tox 0.25462922 Moderate Con 0.46 Identity_Assertion
Aug 25, 2025 54 likes Why Canadians Are Turning Against …
The guy who is saying he is a muslim and will take over this country he is not muslim he is hindu and Muslims will never ever say that. Muslims were in this country for …
The guy who is saying he is a muslim and will take over this country he is not muslim he is hindu and Muslims will never ever say that. Muslims were in this country for 100years but never ever did anyone complain about them
Identity Attack0.31015682
Insult0.083112895
Profanity0.05268429
Threat0.01101667
Severe Toxicity0.012207031
Low Tox 0.25462922 Moderate Con 0.405
Aug 24, 2025 Why Canadians Are Turning Against …
Well one thing- people who go to another country to start a new life must respect and integrate in their culture. And if they don’t send them back. Also mostly Punjabis and hindu atleast no …
Well one thing- people who go to another country to start a new life must respect and integrate in their culture. And if they don’t send them back. Also mostly Punjabis and hindu atleast no Muslims otherwise they will try to convert Brampton into Brampistan😂
Identity Attack0.2964622
Insult0.0811385
Profanity0.05268429
Threat0.012285355
Severe Toxicity0.0127685545
Low Tox 0.25462922 Moderate Con 0.421 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada PM has deal with India Modi to use and abuse students as needed. Many other countries would get rejected while Indian would get access to Canada while colleges and universities exploit them as needed.
Canada PM has deal with India Modi to use and abuse students as needed. Many other countries would get rejected while Indian would get access to Canada while colleges and universities exploit them as needed.
Identity Attack0.27662867
Insult0.08582769
Profanity0.019075647
Threat0.03649433
Severe Toxicity0.008163452
Low Tox 0.25462922 Moderate Con 0.33
Sep 29, 2025 IRCC Names India in Study …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people for who they are and what they provide ignoring race or politics and I’ve never been racist. With all of that said I almost feel as a white Canadian now a days what “first generation racism” feels like. But it’s not like traditional “racism” hating for the sake of hating. It’s more so getting mad that they come into our country refusing to adapt and then also take countless amounts of jobs while sky rocketing housing prices. Like damn when I was a kid I felt like I had so many options. But now there’s no seeable future for me it feels like. Immigrants are taking so many jobs and countless people faking disabilities so I cannot have mine taken seriously or properly. Like holy crap man call me “racist” but mass immigration has undeniably changed Canada for the worst and if you don’t agree you’re probably one of the problems that moved here
Identity Attack0.27914262
Insult0.09563028
Profanity0.03615085
Threat0.009696201
Severe Toxicity0.0075531006
Low Tox 0.25462922 Constructive 0.78
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I'll tell you a little secret - Indians in the rest of India also despise the Brampton set, who are mostly from random villages in Punjab. Not least because most of the remaining Khalistan sympathisers …
I'll tell you a little secret - Indians in the rest of India also despise the Brampton set, who are mostly from random villages in Punjab. Not least because most of the remaining Khalistan sympathisers (a terrorist group who wanted Punjab to become a separate homeland for Sikhs) are based here. The Khalistanis committed numerous terrorist attacks and atrocities throughout the 70s and 80s, before finally being put down for good in Operation Blue Star in 1984. Their remnants have wound up in Canada, still pushing for a terrorist ideology and independence movement in a country they've not lived in for years. Even the leader of the NDP is a Khalistan sympathiser. Diplomatic relations between India and Canada have been frosty recently for this reason.
Identity Attack0.2803029
Insult0.12702756
Profanity0.023584666
Threat0.02440793
Severe Toxicity0.008010864
Low Tox 0.25462922 Constructive 0.679 Comparative_Framing
Jan 29, 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.