Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "But really, why do they …" 567 comments · Page 19 of 23
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing out free food. Nothing billion dollars.
Identity Attack0.04512853
Insult0.020450363
Profanity0.012038844
Threat0.006272047
Severe Toxicity0.001449585
Low Tox 0.06025757 Constructive 0.628 Solidarity
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something …
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something really really slow process ..need more authority ,power and independent reporting to border authorities and new appointments from.canadian rooted candidates
Identity Attack0.016259583
Insult0.02708937
Profanity0.013780965
Threat0.0071199946
Severe Toxicity0.0014019012
Low Tox 0.059479803 Constructive 0.566 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
I really love African Lion Safari. It’s awesome. Kids and adults learn how important we are as caretakers of this planet and her animals!
I really love African Lion Safari. It’s awesome. Kids and adults learn how important we are as caretakers of this planet and her animals!
Identity Attack0.027815815
Insult0.017936565
Profanity0.026454043
Threat0.0103175985
Severe Toxicity0.004005432
Low Tox 0.059232414 Constructive 0.618
Jun 23, 2025 How Canada broke its immigration …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and Brampton (Indian), Richmond, Burnaby and Markham (Chinese) and Vaughan (Italian). It's really funny cos Canadians that come to Australia like to lecture us on how welcoming and mixed Canada is when Canadian society is far more segregated than ours.
Identity Attack0.04693319
Insult0.019419061
Profanity0.010894509
Threat0.006110225
Severe Toxicity0.0015258789
Low Tox 0.057748068 Constructive 0.782
Sep 28, 2025 285 likes Inside Canada's Indian Metropolis (Brampton)
What is the difference between a foreigner and foreign national? Really odd language.
What is the difference between a foreigner and foreign national? Really odd language.
Identity Attack0.034558404
Insult0.017485369
Profanity0.0118338885
Threat0.0059548756
Severe Toxicity0.0012493134
Low Tox 0.056758508 Moderate Con 0.309 Question
Feb 18, 2026 24 likes Canadian immigration officers investigating hundreds …
4:52 Brutally honest. Regardless of what he is saying (right or wrong), I wish there were more like him. "Tell us how you REALLY feel."
4:52 Brutally honest. Regardless of what he is saying (right or wrong), I wish there were more like him. "Tell us how you REALLY feel."
Identity Attack0.004402745
Insult0.018001022
Profanity0.024131214
Threat0.010058682
Severe Toxicity0.002117157
Low Tox 0.05651112 Constructive 0.647 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
and a story that the former prime minister was the son of Fidel Castro; I went to see it and it really has pictures.🇨🇺He has photos of his mother with Fidel; in Cuba.🤯🤯
and a story that the former prime minister was the son of Fidel Castro; I went to see it and it really has pictures.🇨🇺He has photos of his mother with Fidel; in Cuba.🤯🤯
Identity Attack0.013144426
Insult0.019483518
Profanity0.017777596
Threat0.0076766624
Severe Toxicity0.0019741058
Low Tox 0.054531995 Constructive 0.591 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I don't have coverage for physiotherapy which I could really use. I have to pay out of pocket for all of it. Why do asylum seekers get it for free?
I don't have coverage for physiotherapy which I could really use. I have to pay out of pocket for all of it. Why do asylum seekers get it for free?
Identity Attack0.02138452
Insult0.018774498
Profanity0.013336895
Threat0.006194372
Severe Toxicity0.0012779236
Low Tox 0.054531995 Constructive 0.64 Economic_Argument
Feb 24, 2026 86 likes 'We do know that there's …
Its not as bad! I just feel really sorry for the young lady who said she has to wait 13 months for an MRI. She could be unalived in 13 months. 😢
Its not as bad! I just feel really sorry for the young lady who said she has to wait 13 months for an MRI. She could be unalived in 13 months. 😢
Identity Attack0.0034777985
Insult0.0142009165
Profanity0.013849284
Threat0.016465442
Severe Toxicity0.0020694733
Low Tox 0.050078966 Constructive 0.676
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
as a fellow Canadian that lives in Ontario it has gotten really bad over the past few years especially the job opportunities .
as a fellow Canadian that lives in Ontario it has gotten really bad over the past few years especially the job opportunities .
Identity Attack0.019877186
Insult0.020643732
Profanity0.010911589
Threat0.0062979385
Severe Toxicity0.0011634827
Low Tox 0.049584184 Constructive 0.565 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I guess people really dislike economic development.......cause wow
I guess people really dislike economic development.......cause wow
Identity Attack0.008768492
Insult0.01929015
Profanity0.014327513
Threat0.0062137907
Severe Toxicity0.0011014938
Low Tox 0.049089402 Low Con 0.262 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Identity Attack0.041003603
Insult0.01465692
Profanity0.020100424
Threat0.008000307
Severe Toxicity0.0018978119
Low Tox 0.04834723 Constructive 0.532 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Thius difference really shows the hard work older immigrants had to put in as opposed to the entitled of younger/student ones.
Thius difference really shows the hard work older immigrants had to put in as opposed to the entitled of younger/student ones.
Identity Attack0.036878675
Insult0.01640493
Profanity0.011475217
Threat0.0061037517
Severe Toxicity0.0012207031
Low Tox 0.04834723 Constructive 0.516 Comparative_Framing
Feb 17, 2026 Inside Canada's Indian Metropolis (Brampton)
I was born and raised in the downtown area of Brampton and moved out about 5 years ago. It really is not what is used to be when I was growing up, i hate having …
I was born and raised in the downtown area of Brampton and moved out about 5 years ago. It really is not what is used to be when I was growing up, i hate having to drive there for appointments or visiting family/friends.
Identity Attack0.006955597
Insult0.017936565
Profanity0.021808386
Threat0.0066798385
Severe Toxicity0.0013637543
Low Tox 0.04834723 Constructive 0.7 Personal_Narrative
Feb 26, 2026 Inside Canada's Indian Invasion...
Hi, My question is not about financial assistance, but still asking maybe you know about it. I am a refugee, who's referred for resettlement in Canada by UNHCR. I have already been through biometrics and …
Hi, My question is not about financial assistance, but still asking maybe you know about it. I am a refugee, who's referred for resettlement in Canada by UNHCR. I have already been through biometrics and medical examination by IOM. Received a letter by IRCC regarding Pre-Arrival Services. When I checked today at IRCC website for estimated time period for Government Assisted Refugees Program, it shows 31 months in the country where I am currently hiding. My question, does it really take so long?
Identity Attack0.020681098
Insult0.017807651
Profanity0.025634222
Threat0.009178371
Severe Toxicity0.0019359589
Low Tox 0.04735767 Constructive 0.727
Feb 27, 2023 How much do refugees and …
I'm Canadian born and raised. I've been driving since I was 18 years old that's 27 years of driving i got to say the driving is really bad. Some people shouldn't even have their license …
I'm Canadian born and raised. I've been driving since I was 18 years old that's 27 years of driving i got to say the driving is really bad. Some people shouldn't even have their license but yet they do. People don't even know how to share the road. You put your signal on to change lanes and some drivers actually speed up. That's how scary it is to drive.
Identity Attack0.009545447
Insult0.022512967
Profanity0.011816809
Threat0.006485652
Severe Toxicity0.0011777878
Low Tox 0.04735767 Constructive 0.685 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Negative degrees? I really shouldn't complain about NYC.
Negative degrees? I really shouldn't complain about NYC.
Identity Attack0.014149316
Insult0.018645585
Profanity0.012448754
Threat0.0062137907
Severe Toxicity0.0011205673
Low Tox 0.045873325 Moderate Con 0.47
Jan 20, 2026 Why Canada’s immigration system has …
Thats really slashing the numbers 😂 by a big 15000 give me a break
Thats really slashing the numbers 😂 by a big 15000 give me a break
Identity Attack0.005956655
Insult0.01465692
Profanity0.02522431
Threat0.009903334
Severe Toxicity0.002412796
Low Tox 0.045873325 Low Con 0.243 Humor_Satire
Jan 4, 2026 1 likes New rules, regulations take effect …
I watched this video twice, and got 18/20 in first attempt, without reading guide, really helpful video!
I watched this video twice, and got 18/20 in first attempt, without reading guide, really helpful video!
Identity Attack0.008102531
Insult0.013402912
Profanity0.026454043
Threat0.012026439
Severe Toxicity0.0032424927
Low Tox 0.045625936 Constructive 0.501 Meta_Commentary
Sep 15, 2025 4 likes Canadian Citizenship Test 2025 – …
It’s literally like 90 percent Punjabi with the rest being gujuratis. It’s not really representative of India.
It’s literally like 90 percent Punjabi with the rest being gujuratis. It’s not really representative of India.
Identity Attack0.042550452
Insult0.016860934
Profanity0.01941724
Threat0.0069516995
Severe Toxicity0.0018119812
Low Tox 0.045131154 Low Con 0.175
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a immigrant, came here without any English, but learned the language. I was born in Brazil and I watch more Hockey then soccer. I always do the best I can to be integrated within …
I'm a immigrant, came here without any English, but learned the language. I was born in Brazil and I watch more Hockey then soccer. I always do the best I can to be integrated within society, helping and doing the best I can so anywhere I go and tell them where I live to represent the county and show them how respectful we are!I feel sad watching people trying to change the culture instead of adapting to Canada's Culture. I'm not a person that get's angry easily but I find really hard not to feel displeased with the lack of respect to the County and it's culture. Just my two cents
Identity Attack0.019877186
Insult0.020063626
Profanity0.015728042
Threat0.006861079
Severe Toxicity0.001411438
Low Tox 0.0438942 Constructive 0.858
Aug 27, 2025 Why Canadians Are Turning Against …
Vassy is really trying to save face for the liberals. Because she “asks the tough questions”. 🙄
Vassy is really trying to save face for the liberals. Because she “asks the tough questions”. 🙄
Identity Attack0.0066596144
Insult0.021159383
Profanity0.0128245065
Threat0.007094103
Severe Toxicity0.0011491776
Low Tox 0.04240986 Low Con 0.254 Meta_Commentary
Feb 24, 2026 2 likes 'We do know that there's …
I lived near 49th and Fraser in Vancouver also known as Little India. Sikhs are really good neighbors. I wish I lived there now.
I lived near 49th and Fraser in Vancouver also known as Little India. Sikhs are really good neighbors. I wish I lived there now.
Identity Attack0.029402243
Insult0.013364912
Profanity0.01620627
Threat0.008039144
Severe Toxicity0.0022125244
Low Tox 0.0414203 Constructive 0.75 Personal_Narrative
Jan 27, 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.