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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: "Did he said his own …" 509 comments · Page 19 of 21
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take …
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take care of them with their tax dollars. Carney told the immigration workers not to tell anyone about this.
Identity Attack0.022791367
Insult0.013782915
Profanity0.010450439
Threat0.006763986
Severe Toxicity0.0010871887
Low Tox 0.03734144 Constructive 0.693
Dec 24, 2025 8 likes Deportations From Canada at Their …
Who said multiculturalism is good for Canada?
Who said multiculturalism is good for Canada?
Identity Attack0.026810925
Insult0.0115029
Profanity0.010655395
Threat0.006045496
Severe Toxicity0.0012302399
Low Tox 0.036162965 Low Con 0.29
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
The gentleman with the helmet is very based and said nothing wrong.
The gentleman with the helmet is very based and said nothing wrong.
Identity Attack0.005771666
Insult0.015720926
Profanity0.013985921
Threat0.007598988
Severe Toxicity0.0012779236
Low Tox 0.033806015 Moderate Con 0.383 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
Ty sir for this video it needs to be said
Ty sir for this video it needs to be said
Identity Attack0.006881601
Insult0.010666896
Profanity0.022901481
Threat0.010809537
Severe Toxicity0.0032424927
Low Tox 0.03192045 Moderate Con 0.361 Solidarity
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of the story. My brother is a journalist in NYC and he also amplifies voices that are so often drowned out by louder, flashier ones. As a Canadian, who was born in South Africa, but have grown up in BC since elementary school, I feel incredibly grateful for the opportunity this country has given my family. We all work hard to build on the values shared in this nation. I love learning about aspects of Canada that I am unfamiliar with, but ultimately help shape its identity. 🙏
Identity Attack0.0076585566
Insult0.01819439
Profanity0.014771583
Threat0.006686311
Severe Toxicity0.0011396408
Low Tox 0.03109552 Constructive 0.882 Solidarity
Oct 8, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed …
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed asylum here. They knew they would be rejected, but they said it would take six months until then, and they were being taken care of by our government. For everything. They said several of their friends had done the same... It seemed well known as a way to travel free in Canada...
Identity Attack0.022791367
Insult0.011122898
Profanity0.011150704
Threat0.0061878995
Severe Toxicity0.0010633469
Low Tox 0.03062413 Constructive 0.748 Personal_Narrative
Feb 25, 2026 'We do know that there's …
At least they are self aware of the situation More than can be said about most Americans on literally any topic
At least they are self aware of the situation More than can be said about most Americans on literally any topic
Identity Attack0.010211408
Insult0.0140109155
Profanity0.013405213
Threat0.006848133
Severe Toxicity0.0009965897
Low Tox 0.03015274 Low Con 0.221 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro said “bie”😭
Bro said “bie”😭
Identity Attack0.0037737815
Insult0.012604907
Profanity0.020851927
Threat0.0072106146
Severe Toxicity0.001745224
Low Tox 0.03015274 Moderate Con 0.421 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working …
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working and contributing. Because I have heard of a story of a woman who had like three or four kids and she said that I don’t need to work. I have child tax benefit coming in and they were refugees.
Identity Attack0.016058605
Insult0.011198899
Profanity0.01086035
Threat0.006207318
Severe Toxicity0.0009822845
Low Tox 0.029799197 Constructive 0.674 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 years. We've become too Liberal. It was JT with his government and advisors like MC, who did this.
Identity Attack0.0043657473
Insult0.01640493
Profanity0.011782649
Threat0.0063432488
Severe Toxicity0.00084400177
Low Tox 0.028974265 Constructive 0.759
Aug 29, 2025 Why Canadians Are Turning Against …
I have lived in Brampton from 1988 to 2014 - the sign on the 410 in 1988 for population in Brampton said around 64 000, have a look today.... I wish we made that many …
I have lived in Brampton from 1988 to 2014 - the sign on the 410 in 1988 for population in Brampton said around 64 000, have a look today.... I wish we made that many babies in so little time!!
Identity Attack0.005105704
Insult0.0113509
Profanity0.011663092
Threat0.008556974
Severe Toxicity0.0014209747
Low Tox 0.028031485 Constructive 0.704 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
*The majority population of every country should be the people born in said country*
*The majority population of every country should be the people born in said country*
Identity Attack0.014450782
Insult0.008633883
Profanity0.015659723
Threat0.0075083673
Severe Toxicity0.0016021729
Low Tox 0.028031485 Low Con 0.153 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Did he said his own country?
Did he said his own country?
Identity Attack0.00847251
Insult0.010096892
Profanity0.012038844
Threat0.0066798385
Severe Toxicity0.0009918213
Low Tox 0.027324399 Moderate Con 0.311 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
CANADA(it is the same Canada)🎉THE SISTEM OF IT IT"S NOT,,,B4 ,THEY/WE SAID "CHINADA" NOW🎉 IT"S INDICADA🎉😂😂😂🎉
CANADA(it is the same Canada)🎉THE SISTEM OF IT IT"S NOT,,,B4 ,THEY/WE SAID "CHINADA" NOW🎉 IT"S INDICADA🎉😂😂😂🎉
Identity Attack0.0021598942
Insult0.0132011445
Profanity0.0015761723
Threat0.00019425261
Severe Toxicity0.000004793553
Low Tox 0.026475294
Apr 26, 2025
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle in Canada? Or I understood it wrong?
Identity Attack0.010951365
Insult0.011882903
Profanity0.00993805
Threat0.005964585
Severe Toxicity0.0006532669
Low Tox 0.026028076 Constructive 0.52
Nov 2, 2018 1 likes How much do refugees and …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop and consider what is going on ,
Identity Attack0.009545447
Insult0.010780896
Profanity0.011099464
Threat0.00598724
Severe Toxicity0.00077724457
Low Tox 0.024967449 Constructive 0.526 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out of 20. So, I'm assuming I pass. Please someone reply.🙏
Identity Attack0.005253696
Insult0.009355888
Profanity0.015625564
Threat0.0086087575
Severe Toxicity0.0013923645
Low Tox 0.023317585 Constructive 0.615 Question
Dec 22, 2025 1 likes Canadian Citizenship Test 2025 – …
Yes they wowk for caha and like that gentleman said there will be at least 10 of them living in the same place minimum
Yes they wowk for caha and like that gentleman said there will be at least 10 of them living in the same place minimum
Identity Attack0.0051797
Insult0.010818896
Profanity0.012995303
Threat0.0070034824
Severe Toxicity0.0010538101
Low Tox 0.023317585 Moderate Con 0.408 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Need to have a electronic translator to find out whats truly being said in our great country
Need to have a electronic translator to find out whats truly being said in our great country
Identity Attack0.005771666
Insult0.010362893
Profanity0.013917602
Threat0.007547205
Severe Toxicity0.0011110306
Low Tox 0.023199737 Moderate Con 0.373
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
well said Michelle ,finally someone understand the reality of what is going on in this country
well said Michelle ,finally someone understand the reality of what is going on in this country
Identity Attack0.0034038029
Insult0.011084898
Profanity0.009604998
Threat0.0061296434
Severe Toxicity0.00071048737
Low Tox 0.02072494 Constructive 0.503 Solidarity
Feb 23, 2026 44 likes 'We do know that there's …
I knew it was Brampton as soon as he said he was in Brampton
I knew it was Brampton as soon as he said he was in Brampton
Identity Attack0.0050317086
Insult0.009906891
Profanity0.015728042
Threat0.0072882893
Severe Toxicity0.0011205673
Low Tox 0.02072494 Moderate Con 0.373 Meta_Commentary
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Jesus said : love thy neighbors. Love all and serve ALL...
Jesus said : love thy neighbors. Love all and serve ALL...
Identity Attack0.006511623
Insult0.008253881
Profanity0.013371054
Threat0.0067834044
Severe Toxicity0.0012159348
Low Tox 0.020231359 Moderate Con 0.416
Aug 26, 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.