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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

click to expand

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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Search comment text, filter by category or toxicity level
30,738 comments · Page 505 of 1230
Your thumb nail is so bad what you want to dipict ?
Your thumb nail is so bad what you want to dipict ?
Identity Attack0.0045322375
Insult0.18977246
Profanity0.039657943
Threat0.008052089
Severe Toxicity0.0043296814
Low Tox 0.2853768 Low Con 0.179 Meta_Commentary
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
4:56 Generalizing people by race or religion is ignorant. Muslims are some of the kindest and most charitable people I’ve met, and Islam strongly promotes respect, protection of women, and moral responsibility.
4:56 Generalizing people by race or religion is ignorant. Muslims are some of the kindest and most charitable people I’ve met, and Islam strongly promotes respect, protection of women, and moral responsibility.
Identity Attack0.17536941
Insult0.22303216
Profanity0.08581402
Threat0.0077802283
Severe Toxicity0.0065994263
Low Tox 0.2853768 Constructive 0.676 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada bhi pahuch jaat paat .... Shudra brahman shuru kar diya in logo ne .
Canada bhi pahuch jaat paat .... Shudra brahman shuru kar diya in logo ne .
Identity Attack0.29035977
Insult0.26196828
Profanity0.07385241
Threat0.058180105
Severe Toxicity0.021935565
Low Tox 0.2853768 Low Con 0.13
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
No no no, this was improperly contrasted between the hindu temple and the downtown church. The Hindu temple is NOT for everybody, it's for 'the community', while the church downtown is specifically helping the poorest …
No no no, this was improperly contrasted between the hindu temple and the downtown church. The Hindu temple is NOT for everybody, it's for 'the community', while the church downtown is specifically helping the poorest and most downtrodden druggies and homeless. The Temples might be giving away free food, but who is the recipient of that free food? Is it the outcasts, or the middle class?
Identity Attack0.28034934
Insult0.16795322
Profanity0.016479544
Threat0.0064015044
Severe Toxicity0.0050354004
Low Tox 0.2853768 Constructive 0.526
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't able to get this I am from Iraq There are crores of individual from Iraq, Pakistan, Bangladesh, Africa, Europe, most from China and Mexico is at top. But people don't like India mostly …
I don't able to get this I am from Iraq There are crores of individual from Iraq, Pakistan, Bangladesh, Africa, Europe, most from China and Mexico is at top. But people don't like India mostly which are Less than 2% Idk but they are very humble ❤respectful toward me I have many friends from India CAN ANYONE EXPLAIN ME IS THIS RACISM?
Identity Attack0.23618884
Insult0.058475737
Profanity0.07676199
Threat0.0101363575
Severe Toxicity0.013414118
Low Tox 0.2853768 Constructive 0.731
Oct 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Lies! When a citizen sponsors a refugee, govt or private sponsors-- health care free you said it. Canadian don't fall for these lies, yeah after 1 year they go underground and work under the table. …
Lies! When a citizen sponsors a refugee, govt or private sponsors-- health care free you said it. Canadian don't fall for these lies, yeah after 1 year they go underground and work under the table. What is provincial social assistance? Kids go to public school if they have an address. So see Canada, refugees get free education for their kids, and who pays those taxes, that's right Canada also, they get free medical. That video was pooh!
Identity Attack0.10221587
Insult0.19500497
Profanity0.032643758
Threat0.007598988
Severe Toxicity0.006713867
Low Tox 0.2853768 Constructive 0.675
Nov 19, 2018 How much do refugees and …
Taking over our country without a shot
Taking over our country without a shot
Identity Attack0.020882076
Insult0.02982438
Profanity0.08193458
Threat0.3485223
Severe Toxicity0.013866014
Low Tox 0.28425202 Low Con 0.234 Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
This is pure evil
This is pure evil
Identity Attack0.015254694
Insult0.06757036
Profanity0.110447146
Threat0.011974656
Severe Toxicity0.008926392
Low Tox 0.28425202 Low Con 0.285 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Northern health in prince rupert has hired at least 18 east Indians. Look at security making $33.00 an hour they sleep all night. Fix it .deport all. So Canadians can work. They wear there turbins, …
Northern health in prince rupert has hired at least 18 east Indians. Look at security making $33.00 an hour they sleep all night. Fix it .deport all. So Canadians can work. They wear there turbins, go back. The government, sold Canadians out
Identity Attack0.2839175
Insult0.08410009
Profanity0.019007329
Threat0.030969119
Severe Toxicity0.00957489
Low Tox 0.28425202 Moderate Con 0.386
Aug 25, 2025 Why Canadians Are Turning Against …
we need to assimilate them and if they refuse we deport.
we need to assimilate them and if they refuse we deport.
Identity Attack0.2028587
Insult0.060927123
Profanity0.04216301
Threat0.13717735
Severe Toxicity0.011978149
Low Tox 0.28425202 Low Con 0.16
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as major tax payers are forced to finance the lives of these people who are only here to take from us, not give back in any way for us who supported them coming in to feel it's been a good decision made by our government, from our pockets. They do also bring their war, stealing, lying, scamming with them, creating more division with us who were living peacefully before. There's so much more that I see and experience now, that makes me want to leave, and it shouldn't be me who leaves home for others who have no good intentions.
Identity Attack0.17070955
Insult0.24767025
Profanity0.038655918
Threat0.012803185
Severe Toxicity0.009117126
Low Tox 0.28425202 Constructive 0.826 Fear_Threat
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
The indians come her and then take the money they make back to india. They don't support canada and our laws.
The indians come her and then take the money they make back to india. They don't support canada and our laws.
Identity Attack0.37730414
Insult0.0813853
Profanity0.020646973
Threat0.007547205
Severe Toxicity0.0073242188
Low Tox 0.28425202 Moderate Con 0.343
Aug 26, 2025 Why Canadians Are Turning Against …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I wasn’t being a Nazi. I was being a mom. Any woman knows this. When you’re single, you can have a whole pie to yourself. You get married, you make a pie and you’ve got well maybe a couple of days worth of food. Add a child everybody eats comfortably but only for one night add a second child somebody’s gotta give up. You know what I mean like it’s just plain math Mathematics so I guess I’m too far left for the right and I’m too far right for the left, I guess. Although I’m not an immigrant, I am a person with disabilities and just recently when we lost the so-called Trudeau tax I wondered why I wasn’t getting it. Then on a Canadian conservative source I heard we weren’t getting it anymore and I was upset. Disgruntled person wrote in the comments section and I quote get over yourself. I think MAID could help you. That didn’t come from a left-wing source as many right wing folks will say that it’s the left who wants to euthanize disabled people. That came from someone from a right leaning source. So writer left nobody wants to pay for anyone to have a free ride, even if the ride isn’t really free. I live on $800 a month and I am much too disabled to work and I don’t have family. In addition, I’ve been told I’m not eligible for rent gear to income, but it’s not like I’m going to get well. Anyway, it seems people don’t like to put out for others and I get it because the folks at the top are always happy to see the little guys tear each other apart. None of our politicians have ever voluntarily Given up a pay cut to support those who can’t work any longer or who never could. That would be the pro life thing to do. They’re always voting themselves big raises.
Identity Attack0.23011416
Insult0.1087965
Profanity0.17566866
Threat0.016810767
Severe Toxicity0.01986976
Low Tox 0.28425202 Constructive 0.804 Personal_Narrative
Aug 31, 2025 Why Canadians Are Turning Against …
If Carney keeps Gary he'll keep Diab
If Carney keeps Gary he'll keep Diab
Identity Attack0.013244915
Insult0.107333586
Profanity0.21781154
Threat0.026307223
Severe Toxicity0.011672974
Low Tox 0.28425202 Low Con 0.266 Meta_Commentary
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
immigrants talking about immigarants
immigrants talking about immigarants
Identity Attack0.2839175
Insult0.0816321
Profanity0.06546012
Threat0.008945347
Severe Toxicity0.0090789795
Low Tox 0.28425202 Low Con 0.254
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I was almost sideswiped twice on the freeway going to Mississauga both times it was a car full of Indians flying through traffic and racing. Another guy that only had his temp license reversed into …
I was almost sideswiped twice on the freeway going to Mississauga both times it was a car full of Indians flying through traffic and racing. Another guy that only had his temp license reversed into the back of my brand new truck and tried to blame me😂
Identity Attack0.32768643
Insult0.11616662
Profanity0.04366605
Threat0.011741633
Severe Toxicity0.009422302
Low Tox 0.28425202 Constructive 0.508 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving large handouts of of our Canadian tax dollars to support the new immigrants that our coming into Canada. Why is the government giving large hand outs to these Indian immigrants instead of helping us true Canadians who helped built this Country. It is a dam shame to see what the Liberal Government our doing to this country of ours were many are homeless, high cost of living and the high crimes that happens every day in Canada and what does the government do is let these criminals back into our streets where us true Canadians do not feel safe any more. The one thing that pisses me off is seeing is all these new immigrants coming into Canada by the thousands that are taking away our Canadian entry jobs like Walmart, McDonalds and A & W fast food restaurant where as our young born Canadian students and others can not find a job to help them pay for there school loans and get a good education degree. We need to put a stop to this. For enough is enough before our Liberal Government destroys our country.
Identity Attack0.2331515
Insult0.18604483
Profanity0.1719469
Threat0.008738215
Severe Toxicity0.012054443
Low Tox 0.28425202 Constructive 0.688 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
voluntary compliance ??? they did extortion and they are illegals , is this a joke?
voluntary compliance ??? they did extortion and they are illegals , is this a joke?
Identity Attack0.19495805
Insult0.16337912
Profanity0.023243073
Threat0.010654188
Severe Toxicity0.006828308
Low Tox 0.28425202 Low Con 0.182 Policy_Critique
Feb 18, 2026 21 likes Canadian immigration officers investigating hundreds …
Indian fatigue is real ... 😂😂
Indian fatigue is real ... 😂😂
Identity Attack0.28034934
Insult0.11797678
Profanity0.10425757
Threat0.011974656
Severe Toxicity0.015544481
Low Tox 0.28425202 Moderate Con 0.345 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Time to start deport them before is too late
Time to start deport them before is too late
Identity Attack0.17070955
Insult0.06354945
Profanity0.02836696
Threat0.13633445
Severe Toxicity0.0104522705
Low Tox 0.28425202 Low Con 0.159
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
0:22 do nada o senhor madruga
0:22 do nada o senhor madruga
Identity Attack0.030433474
Insult0.1342682
Profanity0.174273
Threat0.0130621
Severe Toxicity0.013285006
Low Tox 0.28425202 Low Con 0.164 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Ring in third world and inevitably become third world
Ring in third world and inevitably become third world
Identity Attack0.17847598
Insult0.06424874
Profanity0.04792466
Threat0.035113025
Severe Toxicity0.015221698
Low Tox 0.28425202 Low Con 0.117
Nov 28, 2025 1 likes Quebec Ends Economic Immigration Program …
Uk colonized India now India colonized you
Uk colonized India now India colonized you
Identity Attack0.27914262
Insult0.12159709
Profanity0.0887236
Threat0.03373172
Severe Toxicity0.019998873
Low Tox 0.28425202 Low Con 0.175 Comparative_Framing
Sep 19, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
It’s crazy that the FBI will come to your door for post on social media because they flagged certain words, but these guys can post legit crimes and get away with it 😤😤😤🤬
It’s crazy that the FBI will come to your door for post on social media because they flagged certain words, but these guys can post legit crimes and get away with it 😤😤😤🤬
Identity Attack0.011469335
Insult0.18604483
Profanity0.08128801
Threat0.011638066
Severe Toxicity0.006713867
Low Tox 0.28425202 Low Con 0.259 Policy_Critique
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau went to Switzerland last month, now he is resting in Italy with the daughter. Enjoys life after 9 years of hard work of ruining Canada!
Trudeau went to Switzerland last month, now he is resting in Italy with the daughter. Enjoys life after 9 years of hard work of ruining Canada!
Identity Attack0.072601855
Insult0.17361937
Profanity0.013849284
Threat0.027861187
Severe Toxicity0.007133484
Low Tox 0.28425202 Low Con 0.219
Aug 27, 2025 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.