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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 #}

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Active: "This is the kind of …" 285 comments · Page 11 of 12
Canada has reduced the number of student visas and temporary foreign worker permits because even people who are pro immigration and not racist recognize that it has gotten out of hand. Diversity is good. Diversity …
Canada has reduced the number of student visas and temporary foreign worker permits because even people who are pro immigration and not racist recognize that it has gotten out of hand. Diversity is good. Diversity requires lots of different kinds of people living together. Immigration shouldn’t be mostly one group no matter what the ethnicity or colour is. It’s all about balance.
Identity Attack0.04564415
Insult0.021352753
Profanity0.012380436
Threat0.006479179
Severe Toxicity0.0016021729
Low Tox 0.061444655 Constructive 0.624 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
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)
They are doing business and supporting national economy although they are not born in Canada but serving it so kindly don't do injustice and destroy dream of them please 🥺
They are doing business and supporting national economy although they are not born in Canada but serving it so kindly don't do injustice and destroy dream of them please 🥺
Identity Attack0.012139536
Insult0.020966014
Profanity0.011970525
Threat0.010550622
Severe Toxicity0.0015926361
Low Tox 0.057748068 Constructive 0.628 Solidarity
Feb 12, 2026 Canada's tighter immigration policy divides …
A lot of Indians are actually extremely kind. Please be nice to them
A lot of Indians are actually extremely kind. Please be nice to them
Identity Attack0.04538634
Insult0.016632931
Profanity0.027820412
Threat0.008815889
Severe Toxicity0.0028038025
Low Tox 0.055274166 Constructive 0.509 Solidarity
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
I love your content but you have to work on your thumbnails because the portray a certain kind of view before you even watch it
I love your content but you have to work on your thumbnails because the portray a certain kind of view before you even watch it
Identity Attack0.006696612
Insult0.019096779
Profanity0.022354934
Threat0.00967031
Severe Toxicity0.0021743774
Low Tox 0.055274166 Moderate Con 0.336 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
We shouldn't offer Healthcare of any kind to non citizens or non permanent residents. Let's say that again another way. Healthcare should only go to citizens and permanent residents, and temporary foriegn workers. Nobody else …
We shouldn't offer Healthcare of any kind to non citizens or non permanent residents. Let's say that again another way. Healthcare should only go to citizens and permanent residents, and temporary foriegn workers. Nobody else should get anything unless they pay up front out of pocket.
Identity Attack0.02037963
Insult0.020385906
Profanity0.010945748
Threat0.0069646453
Severe Toxicity0.0013542175
Low Tox 0.054037213 Moderate Con 0.412 Policy_Critique
Feb 24, 2026 18 likes 'We do know that there's …
For what kind of future you are here
For what kind of future you are here
Identity Attack0.006696612
Insult0.019161236
Profanity0.019280603
Threat0.008686432
Severe Toxicity0.0024795532
Low Tox 0.054037213 Moderate Con 0.332
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
The Hindus and Sikhs I just saw in this video were genuinely kind and accommodating. They offered free food, treated the anchor and cameraman with courtesy, and showed great warmth. At the end of the …
The Hindus and Sikhs I just saw in this video were genuinely kind and accommodating. They offered free food, treated the anchor and cameraman with courtesy, and showed great warmth. At the end of the day, we are all humans first. These communities work hard, take on labor, and steadily climb the ladder—there’s nothing wrong in that.
Identity Attack0.04332388
Insult0.014580919
Profanity0.020851927
Threat0.009411395
Severe Toxicity0.0030708313
Low Tox 0.050573748 Constructive 0.739 Solidarity
Sep 19, 2025 105 likes Inside Canada's Indian Metropolis (Brampton)
Please kindly note that i don't do any kind of immigration agent work anywhere in globe.
Please kindly note that i don't do any kind of immigration agent work anywhere in globe.
Identity Attack0.031206898
Insult0.013516913
Profanity0.012277958
Threat0.006647474
Severe Toxicity0.0012302399
Low Tox 0.049831573 Moderate Con 0.4
Oct 31, 2025 IRCC Names India in Study …
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Identity Attack0.03249594
Insult0.014884921
Profanity0.012243799
Threat0.006272047
Severe Toxicity0.0016784668
Low Tox 0.048842013 Low Con 0.23 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Literally makes Kamala Harris look intelligent with those kind of answers to legit questions.
Literally makes Kamala Harris look intelligent with those kind of answers to legit questions.
Identity Attack0.0030523231
Insult0.024768941
Profanity0.012551232
Threat0.0061231707
Severe Toxicity0.0009250641
Low Tox 0.044883765 Low Con 0.243 Meta_Commentary
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I wonder if this kind of journalism was reported when the English, Italian , or any European group migrated 🤔
I wonder if this kind of journalism was reported when the English, Italian , or any European group migrated 🤔
Identity Attack0.02238941
Insult0.0140109155
Profanity0.013371054
Threat0.0069646453
Severe Toxicity0.0014400482
Low Tox 0.04166769 Low Con 0.234
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
Charging 4x the tuition fees for international students should be labelled as a crime to beginwith. It's high time to make Canadians pay that kind of money for their degrees and not live in the …
Charging 4x the tuition fees for international students should be labelled as a crime to beginwith. It's high time to make Canadians pay that kind of money for their degrees and not live in the merry world of subsidised education for domestic students.
Identity Attack0.013948337
Insult0.018838953
Profanity0.011441057
Threat0.0065827454
Severe Toxicity0.0010061264
Low Tox 0.0414203 Moderate Con 0.41 Economic_Argument
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Any businesses they own, they mostly hire their own kind.
Any businesses they own, they mostly hire their own kind.
Identity Attack0.015053716
Insult0.014504919
Profanity0.012961143
Threat0.0072365063
Severe Toxicity0.0013828278
Low Tox 0.0414203 Low Con 0.157
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
So they only employed their own kind?
So they only employed their own kind?
Identity Attack0.012641981
Insult0.0140109155
Profanity0.0127903465
Threat0.0069646453
Severe Toxicity0.0012969971
Low Tox 0.03969839 Low Con 0.234 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy at 2:05 is the kind of people we want and welcome here. A smart, respectful man. Yes, you assimilate to our culture just as I would assimilate to yours if I moved to …
The guy at 2:05 is the kind of people we want and welcome here. A smart, respectful man. Yes, you assimilate to our culture just as I would assimilate to yours if I moved to your country. 🇨🇦 ❤
Identity Attack0.021585498
Insult0.012794908
Profanity0.021603432
Threat0.008414571
Severe Toxicity0.0024795532
Low Tox 0.03969839 Constructive 0.775 Solidarity
Jan 27, 2026 26 likes Inside Canada's Indian Invasion...
What kind of punishment would illegal crosser suffer? Im thinkimg can we cross without going through the custom??
What kind of punishment would illegal crosser suffer? Im thinkimg can we cross without going through the custom??
Identity Attack0.0076215584
Insult0.012718908
Profanity0.012585391
Threat0.010084574
Severe Toxicity0.0014877319
Low Tox 0.03828422 Moderate Con 0.347
Oct 1, 2018 How much do refugees and …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
They're taking advantage of Canadian kindness
They're taking advantage of Canadian kindness
Identity Attack0.02048012
Insult0.014314918
Profanity0.0128245065
Threat0.0067057298
Severe Toxicity0.0012397766
Low Tox 0.036634352 Moderate Con 0.303 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What kind of visa are these guys on????
What kind of visa are these guys on????
Identity Attack0.010951365
Insult0.013478912
Profanity0.015728042
Threat0.0071847234
Severe Toxicity0.0013923645
Low Tox 0.03545588 Low Con 0.205 Question
Feb 8, 2026 Inside Canada's Indian Invasion...
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Identity Attack0.019776696
Insult0.011768902
Profanity0.019963788
Threat0.008945347
Severe Toxicity0.0023937225
Low Tox 0.032391842 Constructive 0.559 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Unrealistic take on this matter…they are on both sides of the service centres of Canada …they have taken the jobs in gov…as most take HR certification and then hire their own kind…. Challenge for you….walk …
Unrealistic take on this matter…they are on both sides of the service centres of Canada …they have taken the jobs in gov…as most take HR certification and then hire their own kind…. Challenge for you….walk into Canaada Service centre….see for yourself….. it’s like a commune.
Identity Attack0.0043657473
Insult0.015948927
Profanity0.009733095
Threat0.0059386934
Severe Toxicity0.0006914139
Low Tox 0.025674535 Constructive 0.504 Policy_Critique
Feb 22, 2026 3 likes LILLEY UNLEASHED: The fall of …
Dusabled 60 year old here. My government is kind enough to give this 6th generation canadian 940 dollars per month to try to exist on. All my family fought in ww1 and ww2 as well …
Dusabled 60 year old here. My government is kind enough to give this 6th generation canadian 940 dollars per month to try to exist on. All my family fought in ww1 and ww2 as well as other peace keeping etc.
Identity Attack0.0047357255
Insult0.010628895
Profanity0.011201942
Threat0.0067057298
Severe Toxicity0.00093460083
Low Tox 0.022610499 Constructive 0.659
Aug 26, 2025 Why Canadians Are Turning Against …
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent …
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent here to do what? What visas did the convicts shipped by Britain and France to North America have?
Identity Attack0.0075105648
Insult0.010400894
Profanity0.010945748
Threat0.0062008454
Severe Toxicity0.0007581711
Low Tox 0.022610499 Moderate Con 0.437 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As long as you keep voting liberal, this is the kind of minister the liberal party will keep in important positions ?
As long as you keep voting liberal, this is the kind of minister the liberal party will keep in important positions ?
Identity Attack0.0058826595
Insult0.010742896
Profanity0.010535837
Threat0.0064532873
Severe Toxicity0.0007009506
Low Tox 0.0201057 Low Con 0.255 Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.