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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: "I have next to no …" 393 comments · Page 9 of 16
DEPORT. Look at Europe/ UK - we are next if we don’t deport and block borders.
DEPORT. Look at Europe/ UK - we are next if we don’t deport and block borders.
Identity Attack0.09162762
Insult0.02657372
Profanity0.014054239
Threat0.017156094
Severe Toxicity0.0049972534
Low Tox 0.1587729 Low Con 0.259
Aug 26, 2025 Why Canadians Are Turning Against …
Im Canadian and this is truly getting a problem it smells like butter chicken everywhere they are taking all our jobs. The worst is most of them are truck drivers and have no experience driving …
Im Canadian and this is truly getting a problem it smells like butter chicken everywhere they are taking all our jobs. The worst is most of them are truck drivers and have no experience driving on the snowy mountains highways it's so dangerous to drive next to them. Thanks for shining a light on this.
Identity Attack0.031464707
Insult0.083359696
Profanity0.016547862
Threat0.006317357
Severe Toxicity0.002822876
Low Tox 0.15766735 Constructive 0.734 Fear_Threat
Jan 27, 2026 29 likes Inside Canada's Indian Invasion...
Canada is done and if the US doesn't wake up it will be next. Bring third world to first world and first world becomes third world.
Canada is done and if the US doesn't wake up it will be next. Bring third world to first world and first world becomes third world.
Identity Attack0.10221587
Insult0.036545437
Profanity0.014259194
Threat0.012181788
Severe Toxicity0.005302429
Low Tox 0.15766735 Low Con 0.1 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores …
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores Because he knows his time in power is coming soon to an end Once an election is called And he only thinks of what’s next for him
Identity Attack0.0076215584
Insult0.08582769
Profanity0.015010698
Threat0.006330303
Severe Toxicity0.0019168854
Low Tox 0.15600902 Low Con 0.273 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Could you maybe, next time, not interview people in the middle of a parking lot. They are already bad drivers, you don't need to add hazards.
Could you maybe, next time, not interview people in the middle of a parking lot. They are already bad drivers, you don't need to add hazards.
Identity Attack0.0045507364
Insult0.08558089
Profanity0.013780965
Threat0.008194493
Severe Toxicity0.0018787384
Low Tox 0.15600902 Low Con 0.292 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
BRO U WERE NEXT TO MY SCHOOL
BRO U WERE NEXT TO MY SCHOOL
Identity Attack0.010655383
Insult0.03599453
Profanity0.04867618
Threat0.010602405
Severe Toxicity0.006942749
Low Tox 0.15490346 Moderate Con 0.381 Meta_Commentary
Feb 13, 2026 2 likes Inside Canada's Indian Invasion...
Immigration should be halted altogether for the next ten years.
Immigration should be halted altogether for the next ten years.
Identity Attack0.10293542
Insult0.019354604
Profanity0.018324144
Threat0.018192071
Severe Toxicity0.0043678284
Low Tox 0.15435068 Low Con 0.165
Feb 11, 2026 Canada's tighter immigration policy divides …
Last summer I was being served by an Indian young lady who had tape holding her glasses together and it broke my heart because she is working , serving me & doing a job I …
Last summer I was being served by an Indian young lady who had tape holding her glasses together and it broke my heart because she is working , serving me & doing a job I wouldn’t want for myself and I appreciated her and others so very much. Anyway, I had two spare frames at home and brought them to her the very next day. I didn’t care what race she was and in god’s eyes, our creator, we are all equal and we should try to be more like the lord. You can’t claim like most of you to be god loving and turn around and have hate in your heart. You disgust me. Keep in mind that a lot of you are immigrants too! Or at least your parents and other family members. Why don’t you go back home too then with that attitude? The home grown people are by far a bigger problem in this country than other races
Identity Attack0.105256535
Insult0.03710241
Profanity0.09961538
Threat0.012803185
Severe Toxicity0.008201599
Low Tox 0.15269235 Constructive 0.735 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
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 …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Identity Attack0.0376521
Insult0.060927123
Profanity0.015079016
Threat0.010731863
Severe Toxicity0.002822876
Low Tox 0.1460314 Moderate Con 0.348 Fear_Threat
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
That guy isn’t leaving next month lmaoo
That guy isn’t leaving next month lmaoo
Identity Attack0.008546505
Insult0.033239998
Profanity0.08064143
Threat0.009385503
Severe Toxicity0.006752014
Low Tox 0.13908891 Low Con 0.177 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
ELBOWS UP! 🤡 Learn how to vote next time Canadians…
ELBOWS UP! 🤡 Learn how to vote next time Canadians…
Identity Attack0.099072486
Insult0.042665333
Profanity0.015420608
Threat0.009618527
Severe Toxicity0.004787445
Low Tox 0.13561769 Low Con 0.248
Aug 27, 2025 Why Canadians Are Turning Against …
Next video on ICE 💀
Next video on ICE 💀
Identity Attack0.00847251
Insult0.024124376
Profanity0.07643871
Threat0.027688526
Severe Toxicity0.009155273
Low Tox 0.1269396 Low Con 0.195 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work …
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work or not. You should try talking to others who are born canadians as everyone knows people can't live without work and indians work too making the community to grow and expand and more rich, so better go in everyone's shoes before saying anything about them.
Identity Attack0.10221587
Insult0.036325075
Profanity0.012243799
Threat0.006440342
Severe Toxicity0.0022411346
Low Tox 0.12520397 Constructive 0.668
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
do texas next lmao
do texas next lmao
Identity Attack0.021786476
Insult0.02982438
Profanity0.07223598
Threat0.012440704
Severe Toxicity0.006980896
Low Tox 0.123468354 Moderate Con 0.381 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I’ve lived in foreign countries as both temporary and permanent resident but I never ever felt entitled to reside there forever. While I’m sure some are caught off guard, they still have a home to …
I’ve lived in foreign countries as both temporary and permanent resident but I never ever felt entitled to reside there forever. While I’m sure some are caught off guard, they still have a home to go back to. We already have a mess with incompatible newcomers. Maybe we can work on that next.
Identity Attack0.06385879
Insult0.061101943
Profanity0.013951761
Threat0.007365964
Severe Toxicity0.0026512146
Low Tox 0.123468354 Constructive 0.688
Nov 21, 2025 53 likes Quebec Ends Economic Immigration Program …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones so things aren’t gonna go well for the first generation so I hope to see change in the next, but I really hate the racism. Because at the end of the day, this world belongs to all of us. I’m married to a Punjab. And I’m very thankful I met him feel like a lot of Canadian men. Have become victims to the red pill ideology or cell phones are really just becoming a part of their ideologies. Indian families bring back real love and authenticity. My only problem is the criminals that are coming into the country that are hurting people when we already have enough problems in our own country.
Identity Attack0.10221587
Insult0.046764325
Profanity0.035900343
Threat0.008919456
Severe Toxicity0.0045394897
Low Tox 0.119997114 Constructive 0.799 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
I wanna see you do a video in Leicester, England next
I wanna see you do a video in Leicester, England next
Identity Attack0.029144434
Insult0.021417208
Profanity0.06295506
Threat0.044278983
Severe Toxicity0.008964539
Low Tox 0.11429678 Moderate Con 0.358 Meta_Commentary
Nov 20, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Take the statues down or the next thing you will see would be a beef ban in the city (enforced by gangs)
Take the statues down or the next thing you will see would be a beef ban in the city (enforced by gangs)
Identity Attack0.013345404
Insult0.032138187
Profanity0.021535112
Threat0.019746035
Severe Toxicity0.0029563904
Low Tox 0.11429678 Low Con 0.2 Fear_Threat
Feb 28, 2026 18 likes Inside Canada's Indian Invasion...
Do Peg city 🚕 next
Do Peg city 🚕 next
Identity Attack0.0061046463
Insult0.036214896
Profanity0.08581402
Threat0.010757755
Severe Toxicity0.008430481
Low Tox 0.1140901 Moderate Con 0.325 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will …
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will be walking on eggshells due to cultural differences. All of this can be blamed on liberal politicians who allowed such population replacement. This is a real-world version of the Hunger Games. Good luck, everyone—as Effie from the Hunger Games always says: “May the odds be ever in your favor!
Identity Attack0.0440973
Insult0.0573046
Profanity0.023311393
Threat0.0091524795
Severe Toxicity0.003376007
Low Tox 0.11388343 Constructive 0.514 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, it was more or less "normal"...but now its the car accident and domestic violence capital of canada. also, the school my older sister attended in the next town over, malton, was turned into hindu temple in the 80s. malton was formerly an italian stronghold but was also completely taken over by indians in the 80s and 90s.
Identity Attack0.058856625
Insult0.04852104
Profanity0.024609445
Threat0.01254427
Severe Toxicity0.004272461
Low Tox 0.11378009 Constructive 0.614 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
next you should go interview native canadians and ask them how they feel about european immigrants and col0nizers
next you should go interview native canadians and ask them how they feel about european immigrants and col0nizers
Identity Attack0.10221587
Insult0.029163294
Profanity0.015079016
Threat0.0068028234
Severe Toxicity0.0025558472
Low Tox 0.11347008 Low Con 0.171
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
I’m 60 years old and am now seriously looking to leave Canada. Canada will become a failed country in the next 10 years (or sooner) and I don’t see anything changing. You can’t keep on …
I’m 60 years old and am now seriously looking to leave Canada. Canada will become a failed country in the next 10 years (or sooner) and I don’t see anything changing. You can’t keep on borrowing endlessly without consequences, most Canadians don’t understand how economics work.
Identity Attack0.05794714
Insult0.04852104
Profanity0.01173141
Threat0.0072235605
Severe Toxicity0.0025367737
Low Tox 0.112850055 Moderate Con 0.446 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.