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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 #}

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Active: "why would you do this …" 1,058 comments · Page 9 of 43
2:29 okay, these little things are the reasons why when people think of India they think of a dirty place, like it's just toxic to place a specific road with clear garbage on the side, …
2:29 okay, these little things are the reasons why when people think of India they think of a dirty place, like it's just toxic to place a specific road with clear garbage on the side, out of all the clips you can find of Punjab, like i get that India is pretty dirty but you're putting it after he said he would prefer to live in Punjab as if he's wrong to think that , why not put golden temple or all the beautiful temples there!!!
Identity Attack0.37507164
Insult0.29383746
Profanity0.20139475
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.707 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s mad when you country is being taken over and you call it out your branded a racist hahah 100 years ago the country would go to war crazy how soft we got
It’s mad when you country is being taken over and you call it out your branded a racist hahah 100 years ago the country would go to war crazy how soft we got
Identity Attack0.1769227
Insult0.37506318
Profanity0.16264248
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.306 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If Quebec wants to end that program, that is they choose. However, you can't just offer something like that then cut it off with no warning. Those who are in it should be grandfathered in, …
If Quebec wants to end that program, that is they choose. However, you can't just offer something like that then cut it off with no warning. Those who are in it should be grandfathered in, or at least given the opportunity to be grandfathered in. And then end the program. Just cutting it off like that is the most disgusting thing I have ever seen, that's something the americans would do. We are not americans, we are not nazi terrorists like them.
Identity Attack0.36702603
Insult0.46476576
Profanity0.06546012
Threat0.013631714
Severe Toxicity0.014705247
Moderate 0.42349213 Constructive 0.535 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
If you already got in to Canada, why the hell would you migrate to America?
If you already got in to Canada, why the hell would you migrate to America?
Identity Attack0.18903255
Insult0.24928534
Profanity0.4044591
Threat0.008815889
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.217 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
If I were you, I would have torn down that Indian statue, because that's not Canadian and it's not Christian either They are different and they will continue to be different. If they live dirty …
If I were you, I would have torn down that Indian statue, because that's not Canadian and it's not Christian either They are different and they will continue to be different. If they live dirty there, then they will live dirty here too
Identity Attack0.40713623
Insult0.4196762
Profanity0.1110661
Threat0.010576514
Severe Toxicity0.016383713
Moderate 0.42129645 Moderate Con 0.429 Fear_Threat
Feb 11, 2026 Inside Canada's Indian Invasion...
Indians dont live in Miami because they would get a beat down for bad driving
Indians dont live in Miami because they would get a beat down for bad driving
Identity Attack0.46028158
Insult0.21368977
Profanity0.19155724
Threat0.3630133
Severe Toxicity0.023880709
Moderate 0.42129645 Low Con 0.207 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA OUGHT TO REASSESS ITS PROTOCOLS & STANDARDS REQUIREMENTS SURROUNDING IMMIGRATION. I WOULD START BARRING ANYONE WITH CRIMINAL RECORDS - NO EXCEPTIONS, WHILE DEPORTING THOSE WHO COMMITTED CRIME IN THIS COUNTRY ! I PERSONALLY APOLOGIZE TO ALL CANADIAN CITIZENS AT LARGE FOR THESE UNDESIRABLE IMMIGRANTS.
Identity Attack0.46028158
Insult0.37960073
Profanity0.06646215
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.515 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
You see thats just it they didn't come here to integrate they came here conquer and conquer only they do not want anything to do with us except join them or die they are cult …
You see thats just it they didn't come here to integrate they came here conquer and conquer only they do not want anything to do with us except join them or die they are cult of death and bring nothing but death it is us or them and that's not me saying that it was the Muslims who said it first years ago they said they would come and conquer us now look at them us or them make a choice ppl
Identity Attack0.46028158
Insult0.25800487
Profanity0.22592722
Threat0.19229786
Severe Toxicity0.04397394
Moderate 0.41445592 Moderate Con 0.38
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
All of these immigrants should stop fleeing their country and revolt like Black Americans did so they can be in the United States. Black Americans built this country and all these people would not be …
All of these immigrants should stop fleeing their country and revolt like Black Americans did so they can be in the United States. Black Americans built this country and all these people would not be here if it wasn't for our civil rights movement✊🏽 we built the country and everybody thrives off the fruits of our labor😏
Identity Attack0.50515443
Insult0.24928534
Profanity0.08613731
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.576 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im an Indian and im telling you, dont let outsiders ruin your country. Stop or control immmegation, and stop all white woman from damaging your conuntry any further. Indians are still safer than muslims but …
Im an Indian and im telling you, dont let outsiders ruin your country. Stop or control immmegation, and stop all white woman from damaging your conuntry any further. Indians are still safer than muslims but nobody would like to see thier own culture crash down like this.
Identity Attack0.5051593
Insult0.24928534
Profanity0.12551236
Threat0.06755528
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.469 Identity Attack
Oct 12, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Why would it cost that much to deport them. That sounds fishy to me. Corrupt government.
Why would it cost that much to deport them. That sounds fishy to me. Corrupt government.
Identity Attack0.055673428
Insult0.46476576
Profanity0.055940874
Threat0.011042561
Severe Toxicity0.007095337
Moderate 0.4014846 Low Con 0.165
Dec 28, 2025 Deportations From Canada at Their …
Canada's liberal governments thought that these Punjabi Khalistanis, who kill Hindus and carry out terrorist activities in India, would blackmail India by giving them shelter. But this claim backfired.
Canada's liberal governments thought that these Punjabi Khalistanis, who kill Hindus and carry out terrorist activities in India, would blackmail India by giving them shelter. But this claim backfired.
Identity Attack0.48915586
Insult0.27558193
Profanity0.06746418
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.363 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06796519
Threat0.0101363575
Severe Toxicity0.015415368
Moderate 0.4014846 Constructive 0.515 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Would be 😂😂😂.we don't have .it depends.😂😂😂😂 We are constantly collecting but we don't know were they are 😂😂😂😂😂.🎉🎉🎉🎉. Firstly remove those people.they are the real fraud😂😂😂😂
Would be 😂😂😂.we don't have .it depends.😂😂😂😂 We are constantly collecting but we don't know were they are 😂😂😂😂😂.🎉🎉🎉🎉. Firstly remove those people.they are the real fraud😂😂😂😂
Identity Attack0.037909906
Insult0.35161978
Profanity0.15019037
Threat0.13582869
Severe Toxicity0.022322904
Moderate 0.4014846 Moderate Con 0.371
Oct 19, 2025 IRCC Names India in Study …
It would have been next level if it was only muslim immigration. Be happy atleast it's Hindu immigration, they basically live among themselves with out disturbing you (whites).
It would have been next level if it was only muslim immigration. Be happy atleast it's Hindu immigration, they basically live among themselves with out disturbing you (whites).
Identity Attack0.5051593
Insult0.24171697
Profanity0.1554785
Threat0.013424582
Severe Toxicity0.02077355
Moderate 0.4014846 Moderate Con 0.362 Identity Attack
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Americans would rather have illegal mexicans than legal indians Prove me wrong
Americans would rather have illegal mexicans than legal indians Prove me wrong
Identity Attack0.50515765
Insult0.24287975
Profanity0.0913099
Threat0.0101363575
Severe Toxicity0.021935565
Moderate 0.4014846 Low Con 0.215 Identity Attack Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to …
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to Canada, because SHE IS WHITE.
Identity Attack0.4887047
Insult0.24287975
Profanity0.05393682
Threat0.010447056
Severe Toxicity0.019740647
Moderate 0.4014846 Constructive 0.524 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
Identity Attack0.42615733
Insult0.34548226
Profanity0.11230402
Threat0.032695748
Severe Toxicity0.022322904
Moderate 0.4014846 Moderate Con 0.483 Identity_Assertion
Oct 8, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about …
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about an American education system would compare to say the local village school in rural Kenya? Do you think something like that would play a part in iq level? Some of you need to get your own checked I swear. 35% of Kenyans live under the FOOD poverty standard. 18.3 million people live under the food poverty line in the United States (13%> of US population) 18.5 million live under the food poverty line in Kenya. The population of Kenya is around 53 million. That’s just over 1/7 of the US population. Do you think that maybe plays a part? That’s only one country, we can keep going, if you crunch the numbers on the whole continent it’s so obvious that you’d have to be .. low iq not to see it lol.
Identity Attack0.37082586
Insult0.4125297
Profanity0.07223598
Threat0.009281937
Severe Toxicity0.018707745
Moderate 0.4014846 Moderate Con 0.48
Jan 27, 2026 Inside Canada's Indian Invasion...
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!! Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Identity Attack0.31015682
Insult0.40243408
Profanity0.26735115
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.472 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
After the Trudeau nightmare years, I'm sure that many Canadians would beg to get Harper back. Hate him or like him, he wasn\\t corrupt and un-ethical like JustDIM Trudeau.
After the Trudeau nightmare years, I'm sure that many Canadians would beg to get Harper back. Hate him or like him, he wasn\\t corrupt and un-ethical like JustDIM Trudeau.
Identity Attack0.037909906
Insult0.4794537
Profanity0.026863953
Threat0.007573096
Severe Toxicity0.007247925
Moderate 0.4014846 Moderate Con 0.463 Policy_Critique
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Tyler goes all over the world demonizing and ridiculing different cultures for views. He's the worlds biggest shid-disturber who would do anything for views while claiming its journalism. He makes Johnny Somali look like a …
Tyler goes all over the world demonizing and ridiculing different cultures for views. He's the worlds biggest shid-disturber who would do anything for views while claiming its journalism. He makes Johnny Somali look like a saint. This is like if Morton Downey Jr. was a youtuber.
Identity Attack0.07921951
Insult0.43296707
Profanity0.10735235
Threat0.009929225
Severe Toxicity0.012962224
Moderate 0.40060925 Moderate Con 0.363 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The fact the Tyler saying that he would go buy a knife for self defense is literally a crime here in Canada is crazy.
The fact the Tyler saying that he would go buy a knife for self defense is literally a crime here in Canada is crazy.
Identity Attack0.13377325
Insult0.43450394
Profanity0.057443913
Threat0.03235042
Severe Toxicity0.011291504
Moderate 0.40060925 Low Con 0.284 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
IF I heard this I would start complaining , how do you let your Country go to shhhhhh!! Seriously besides the drugs coming in, wow.
IF I heard this I would start complaining , how do you let your Country go to shhhhhh!! Seriously besides the drugs coming in, wow.
Identity Attack0.21668483
Insult0.2817503
Profanity0.33141375
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.391
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)

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.