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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: "Its back up!" 1,445 comments · Page 52 of 58
A concern is the pivot toward foreign military recruitment. If extortion and fraud isn't enough of a problem now, consider future disloyaly risks with our military. And here we go again, with 'express entry' and …
A concern is the pivot toward foreign military recruitment. If extortion and fraud isn't enough of a problem now, consider future disloyaly risks with our military. And here we go again, with 'express entry' and even an invitation to reply. Watch that back door. Also, way too much money is leaving the country. It's not just about attracting investment but getting it to stay. The immigration policies, ironically, are 'not' diversified.
Identity Attack0.015757138
Insult0.022448512
Profanity0.011663092
Threat0.0076766624
Severe Toxicity0.001335144
Low Tox 0.056263726 Constructive 0.632 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I don’t disagree that people on a student visa should go back once the visa expires. a lot of responsibility falls on IRCC and immigration/ government to actually have everything regulated and documented. IRCC is …
I don’t disagree that people on a student visa should go back once the visa expires. a lot of responsibility falls on IRCC and immigration/ government to actually have everything regulated and documented. IRCC is impossible to get a hold of. Applications open people apply.. they get in and then the government forgets about them… the students and work permit people once they land have no idea what is going on. No place to live.. mental health.. tons or restrictions. Don’t invite guest for a sleep over if there is not extra bed in your house. Say the guest then decides they can just sleep on floor or sofa and you keep letting it happen over and over with no boundaries but also just say that they are not welcome. So again it’s the person who invites the guest who is responsible for clear cut communication, deadlines etc
Identity Attack0.010433395
Insult0.026444806
Profanity0.017162729
Threat0.0071199946
Severe Toxicity0.0015640259
Low Tox 0.056016337 Constructive 0.766 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
They gotta go back.
They gotta go back.
Identity Attack0.008583503
Insult0.017807651
Profanity0.015454767
Threat0.012078222
Severe Toxicity0.0020503998
Low Tox 0.055521555 Low Con 0.278
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s time to take Canada back
It’s time to take Canada back
Identity Attack0.03249594
Insult0.016024929
Profanity0.011765569
Threat0.010783645
Severe Toxicity0.002784729
Low Tox 0.055521555 Low Con 0.23
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The smashing of Canada has to stop. This open border BS has to come to an end .DEPORTATIONS From 10 years back to now , must , must , take place .Trump is healing his …
The smashing of Canada has to stop. This open border BS has to come to an end .DEPORTATIONS From 10 years back to now , must , must , take place .Trump is healing his land , Canada is destroying its lands with its own hands . India as example is not a poor country ,yet their shipping people over flooding canada to no end . Can Canadaians do the same flooding India , hardly.
Identity Attack0.015817782
Insult0.004627596
Profanity0.0002377164
Threat0.004450154
Severe Toxicity0.0000114144605
Low Tox 0.05491646
Apr 14, 2025
how'd you even escape from that far place back to where you are? we asking the real questions
how'd you even escape from that far place back to where you are? we asking the real questions
Identity Attack0.0041992567
Insult0.01890341
Profanity0.015079016
Threat0.00823333
Severe Toxicity0.0019264221
Low Tox 0.054779384 Moderate Con 0.36 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Need to close our boarders and get our country back to were it was, and than do it right.
Need to close our boarders and get our country back to were it was, and than do it right.
Identity Attack0.010433395
Insult0.018774498
Profanity0.011492296
Threat0.008945347
Severe Toxicity0.0017547607
Low Tox 0.054531995 Moderate Con 0.341
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
A lot of immigrants who had skills in demand, after 5, 10 years decided to go back where they came from due to cost of living vs income. Housing for example in Canada is steep. …
A lot of immigrants who had skills in demand, after 5, 10 years decided to go back where they came from due to cost of living vs income. Housing for example in Canada is steep. Some left for USA, better pay, lower housing costs. Those that do not have skills in demand, having a job, it's pay is worth the cost of living pain.
Identity Attack0.029402243
Insult0.019483518
Profanity0.010911589
Threat0.006770459
Severe Toxicity0.0012779236
Low Tox 0.054284602 Constructive 0.645 Economic_Argument
Feb 16, 2026 1 likes Canada's tighter immigration policy divides …
They all have to go back eventually. That's just the way it is.
They all have to go back eventually. That's just the way it is.
Identity Attack0.009989422
Insult0.016860934
Profanity0.014532468
Threat0.0138755
Severe Toxicity0.002374649
Low Tox 0.054037213 Low Con 0.277 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small Punjabi student population, the students for the most part were not hassled nor did they hassel back. My next and biggest Indian experience was a job from 1984-1991 I worked for an Indian family and got to see a portion of Toronto's Indian population. Culturally there were big differences however I enjoyed my experience working with them. My point being you say in your video 'sudden indian.' this is 2026 and I have been experiencing as have Canadians, the Punjabi culture for over 46 years so this is not a sudden or new occurance. And lastly as far as cultures from other countries go, having Hindu's or even Sihk's as neighbors is far better than other ethnic possibilities, so I do not have any issue with Punjabi Canadians! Anyhow continue your video just wanted to add my comment as I am living in Canada with Indians and want to express my opinion.
Identity Attack0.042292643
Insult0.020063626
Profanity0.021603432
Threat0.008311004
Severe Toxicity0.002632141
Low Tox 0.05378982 Constructive 0.888 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its …
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its drawbacks. When I came here, my immediate instinct was not to change everything to how it was back home...It was rather to learn the culture and values of Canada too (which I know is in and itself a mixture of multiple cultures). If you are reading this my fellow Indians, It is truly my most humble request to remember that you don't have have to quit your culture, but that does not mean that you make no effort or take part in involving yourself in other cultures or mock them. You have the chance to better a country that has offered YOU a better life. Please don't ruin things for other immigrants or Canadians. We are resilient, and we can choose the best of both worlds.
Identity Attack0.035331827
Insult0.020837102
Profanity0.018324144
Threat0.0071070488
Severe Toxicity0.0020980835
Low Tox 0.05354243 Constructive 0.863 Personal_Narrative
Nov 1, 2025 78 likes Inside Canada's Indian Metropolis (Brampton)
InCa Empire is back 😂 a little too north though
InCa Empire is back 😂 a little too north though
Identity Attack0.013646871
Insult0.019032324
Profanity0.027547138
Threat0.008414571
Severe Toxicity0.0024604797
Low Tox 0.05255287 Low Con 0.255
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent a basement maybe just a room. I told everyone not to come to canada. My brother payed 40,000$ in education with single day job. So he thinking going back nothing here. And its everywhere not just in canada
Identity Attack0.027815815
Insult0.017227544
Profanity0.011970525
Threat0.0062267366
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.656
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
If only Canadians could get a conservative majority government and go back to what works!
If only Canadians could get a conservative majority government and go back to what works!
Identity Attack0.030949092
Insult0.018838953
Profanity0.010569996
Threat0.006757513
Severe Toxicity0.0015163422
Low Tox 0.05131592 Low Con 0.28
Aug 27, 2025 Why Canadians Are Turning Against …
these event led to ww2..back then.
these event led to ww2..back then.
Identity Attack0.010507392
Insult0.012262905
Profanity0.016957775
Threat0.009799767
Severe Toxicity0.0023460388
Low Tox 0.050821137 Low Con 0.221 Fear_Threat
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
Tragedy? The program ended and they go back home and reapply with their great qualifications. More of a speedbump than a tragedy.
Tragedy? The program ended and they go back home and reapply with their great qualifications. More of a speedbump than a tragedy.
Identity Attack0.00224762
Insult0.02173949
Profanity0.012585391
Threat0.008259222
Severe Toxicity0.0012493134
Low Tox 0.050821137 Low Con 0.278
Nov 28, 2025 1 likes Quebec Ends Economic Immigration Program …
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. …
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. Then said their plan was to go home, get married and bring their actual wife back to Canada.
Identity Attack0.037394293
Insult0.0154929245
Profanity0.0128245065
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.050573748 Moderate Con 0.482
Oct 2, 2025 IRCC Names India in Study …
Good go back
Good go back
Identity Attack0.006511623
Insult0.019096779
Profanity0.020851927
Threat0.009903334
Severe Toxicity0.0025367737
Low Tox 0.050573748 Moderate Con 0.378 Call_To_Action
Feb 13, 2026 Canada's tighter immigration policy divides …
Brown town aka Brampton. My family settled those lands back in the 1800s... sad man.
Brown town aka Brampton. My family settled those lands back in the 1800s... sad man.
Identity Attack0.008028535
Insult0.022770792
Profanity0.011492296
Threat0.0065827454
Severe Toxicity0.0011301041
Low Tox 0.049336795 Constructive 0.579
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
The dude on the bike is brutally honest. Hope he watches his back at all times.
The dude on the bike is brutally honest. Hope he watches his back at all times.
Identity Attack0.0026083488
Insult0.019032324
Profanity0.01887069
Threat0.013424582
Severe Toxicity0.0020885468
Low Tox 0.049336795 Moderate Con 0.47 Fear_Threat
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I …
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I have the right to be here just like Canadians have the right to be Costa Rica . 10 years here makes me Canadian 🍁
Identity Attack0.038425524
Insult0.015188923
Profanity0.01490822
Threat0.006848133
Severe Toxicity0.0020885468
Low Tox 0.048594624 Constructive 0.596 Personal_Narrative
Feb 14, 2026 2 likes Canada's tighter immigration policy divides …
Omg the video is back
Omg the video is back
Identity Attack0.008657498
Insult0.012946909
Profanity0.03615085
Threat0.01086132
Severe Toxicity0.0042152405
Low Tox 0.04785245 Moderate Con 0.377 Meta_Commentary
Feb 6, 2026 8 likes Inside Canada's Indian Invasion...
When are actual canadians going to protest??? When will we fight back???
When are actual canadians going to protest??? When will we fight back???
Identity Attack0.023997234
Insult0.013934915
Profanity0.011150704
Threat0.009955117
Severe Toxicity0.0017261505
Low Tox 0.04760506 Low Con 0.281 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
Wait till winter hits They will want to go back to their desert climate 😂
Wait till winter hits They will want to go back to their desert climate 😂
Identity Attack0.005919657
Insult0.017614283
Profanity0.014054239
Threat0.008945347
Severe Toxicity0.0016880035
Low Tox 0.04760506 Low Con 0.175 Humor_Satire
Nov 22, 2025 Thousands of refugees allowed into …
It’s back!!!! The j33t mass report didn’t work!!!!
It’s back!!!! The j33t mass report didn’t work!!!!
Identity Attack0.003921773
Insult0.020708188
Profanity0.013917602
Threat0.00675104
Severe Toxicity0.0014686584
Low Tox 0.04735767 Low Con 0.256 Meta_Commentary
Feb 3, 2026 5 likes 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.