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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

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Active: "They are not Indians but …" 4,309 comments · Page 104 of 173
Thirdly 😂 every point you’ve said about the Indian population can easily be attributed to you white Europeans 🤷‍♂️ who do you think they learnt from.
Thirdly 😂 every point you’ve said about the Indian population can easily be attributed to you white Europeans 🤷‍♂️ who do you think they learnt from.
Identity Attack0.36702603
Insult0.10587067
Profanity0.060951006
Threat0.00866054
Severe Toxicity0.011138916
Moderate 0.31132057 Low Con 0.261 Humor_Satire
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
Great video, thank you. All true! Subscribed :D We CAN survive and thrive without Indians, we did so for centuries building this country. My family has been here since 1680, this country was made and …
Great video, thank you. All true! Subscribed :D We CAN survive and thrive without Indians, we did so for centuries building this country. My family has been here since 1680, this country was made and became great on its own with only European settlers, then opening to others it was GREAT prior to 2015 and Trudeau.
Identity Attack0.39207554
Insult0.09563028
Profanity0.02385794
Threat0.011094344
Severe Toxicity0.017674843
Moderate 0.31132057 Constructive 0.783 Identity_Assertion
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
Identity Attack0.37730414
Insult0.13245803
Profanity0.02836696
Threat0.007249452
Severe Toxicity0.008506775
Moderate 0.31132057 Moderate Con 0.323 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
It honestly doesn't seem that bad , all this hate just seems to stem from uncalled racism towards Indians. They seem pretty chill.
It honestly doesn't seem that bad , all this hate just seems to stem from uncalled racism towards Indians. They seem pretty chill.
Identity Attack0.37012735
Insult0.08582769
Profanity0.10116278
Threat0.014048163
Severe Toxicity0.014447021
Moderate 0.30993456 Moderate Con 0.492 Solidarity
Oct 9, 2025 23 likes Inside Canada's Indian Metropolis (Brampton)
Born just 1 hour away from here, I can tell you it's not just Brampton. Indians have basically taken over all surrounding areas and nobody likes it.
Born just 1 hour away from here, I can tell you it's not just Brampton. Indians have basically taken over all surrounding areas and nobody likes it.
Identity Attack0.3817989
Insult0.10587067
Profanity0.0887236
Threat0.0116639575
Severe Toxicity0.013995127
Moderate 0.30993456 Constructive 0.62 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We are so lucky for these people 🙏🙏Every Indian person I know is amazing. It's incredible to see white Canadians despising people for doing what their ancestors did; coming and trying to work and live …
We are so lucky for these people 🙏🙏Every Indian person I know is amazing. It's incredible to see white Canadians despising people for doing what their ancestors did; coming and trying to work and live in a new place.
Identity Attack0.37222284
Insult0.11172232
Profanity0.031641733
Threat0.009100696
Severe Toxicity0.009841919
Moderate 0.30993456 Constructive 0.683 Solidarity
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro Toronto is boosted by Indians .
Bro Toronto is boosted by Indians .
Identity Attack0.37292135
Insult0.1662211
Profanity0.06395709
Threat0.0097738765
Severe Toxicity0.01322045
Moderate 0.30993456 Low Con 0.244 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians it's also very ironic when racists complain about assimilation because; what indians are doing is the …
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians it's also very ironic when racists complain about assimilation because; what indians are doing is the most canadian thing they could do, show up assert their culture spread politics from their own country and be polite. Just like with indigenous people
Identity Attack0.36598656
Insult0.1798321
Profanity0.02023706
Threat0.0066086366
Severe Toxicity0.007247925
Moderate 0.30993456 Constructive 0.584 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
what about the rest of the countries? Have you checked? Sounds like a racist agenda targeted against Indians
what about the rest of the countries? Have you checked? Sounds like a racist agenda targeted against Indians
Identity Attack0.36702603
Insult0.097093195
Profanity0.039657943
Threat0.012026439
Severe Toxicity0.009536743
Moderate 0.30993456 Low Con 0.21 Moral_Argument
Oct 1, 2025 IRCC Names India in Study …
Problem is not with Indians anywhere in the world. But people are still not awre where the real danger is ☪️😂
Problem is not with Indians anywhere in the world. But people are still not awre where the real danger is ☪️😂
Identity Attack0.34649673
Insult0.082619295
Profanity0.10549548
Threat0.026479885
Severe Toxicity0.017481172
Moderate 0.30993456 Low Con 0.295
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It is an absolute truth that someone from India gets into a position to hire and they ONLY hire Indian people. What you say at 10:26 is BS we blame because it’s true.
It is an absolute truth that someone from India gets into a position to hire and they ONLY hire Indian people. What you say at 10:26 is BS we blame because it’s true.
Identity Attack0.36702603
Insult0.15236975
Profanity0.104876526
Threat0.007974415
Severe Toxicity0.01322045
Moderate 0.30854854 Moderate Con 0.419
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
4:34 - this is because Indias economy is booming and they're shifting their wealth to the new world a.k.a. colonizing. And a huge part of making that work is the whiteguilt liberal narrative that anyone …
4:34 - this is because Indias economy is booming and they're shifting their wealth to the new world a.k.a. colonizing. And a huge part of making that work is the whiteguilt liberal narrative that anyone Not White must be a refugee from the war torn wastelands. It's actually Western/Canadian chauvinism making that very racist misunderstanding of the situation. These are not the huddled masses seeking a better life these are the exploiters who got rich off the labor of other Indians back in india and then bailed on India to be SUV drivers who cant drive here.
Identity Attack0.35948995
Insult0.19967617
Profanity0.04366605
Threat0.010990778
Severe Toxicity0.010986328
Moderate 0.30854854 Moderate Con 0.487 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Islamic Nation & Teaching of the Quran is not the words of God Lord Jesus Christ.❤❤❤. The bible is gospel of the Lord God. The Majority Of Nearly all Westernized countries are from UK and …
Islamic Nation & Teaching of the Quran is not the words of God Lord Jesus Christ.❤❤❤. The bible is gospel of the Lord God. The Majority Of Nearly all Westernized countries are from UK and England Wales, France ,Ireland, Scottish people. not Indians and Arabic or Perisan, Asian.
Identity Attack0.38215697
Insult0.083359696
Profanity0.040158957
Threat0.0077154995
Severe Toxicity0.015092585
Moderate 0.30854854 Moderate Con 0.364
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
They say " punjab " not india. Meanwhile other Indians call themselves Indians. Must be khalistani s@it
They say " punjab " not india. Meanwhile other Indians call themselves Indians. Must be khalistani s@it
Identity Attack0.37879246
Insult0.25404143
Profanity0.11601777
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.30854854 Low Con 0.253 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Thats my home town and most people move away. Its honestly abusive and sad, its happening in every city surrounding brampton. Within a decade growing up i was the only non indian or middle eastern …
Thats my home town and most people move away. Its honestly abusive and sad, its happening in every city surrounding brampton. Within a decade growing up i was the only non indian or middle eastern in my classes in school. To the point where u cant get a job cant rent a place because they cater to their own race. Allot are decent people but when your told u have to speak hindi to get a job. Its discriminatory and biased. They're racist towards anyone from a diffrent race period, i watched the city fall into an ethnoburb and i refuse to feel like a minority in my own home town.
Identity Attack0.33060804
Insult0.17486192
Profanity0.1184936
Threat0.01254427
Severe Toxicity0.014640691
Moderate 0.30716252 Constructive 0.702 Personal_Narrative
Mar 1, 2026 Inside Canada's Indian Invasion...
How long before Indians start opening grocery store in their garage 😅
How long before Indians start opening grocery store in their garage 😅
Identity Attack0.36702603
Insult0.13064787
Profanity0.075468846
Threat0.011715741
Severe Toxicity0.014253352
Moderate 0.30716252 Low Con 0.229 Humor_Satire
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Indians outnumber Indigenous who call themselves Indians lol . What’s the nature of that David Suzuki?
Indians outnumber Indigenous who call themselves Indians lol . What’s the nature of that David Suzuki?
Identity Attack0.36702603
Insult0.15840563
Profanity0.08064143
Threat0.008556974
Severe Toxicity0.013091337
Moderate 0.30716252 Low Con 0.273 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
I went to Halifax for appointments and went into a restaurant while I was there. an Indian with a huge curved knife came in. Perfectly legal for them all because "it's a part of their …
I went to Halifax for appointments and went into a restaurant while I was there. an Indian with a huge curved knife came in. Perfectly legal for them all because "it's a part of their culture" While other people can't even carry pepper spray. Unacceptable.
Identity Attack0.36942887
Insult0.12883772
Profanity0.035399333
Threat0.035113025
Severe Toxicity0.013607788
Moderate 0.30716252 Constructive 0.735 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
3 million Indians came as temp foreign workers as part of the deal between Trudeau and Jagmitt Singh both should go to jail for the damage they did
3 million Indians came as temp foreign workers as part of the deal between Trudeau and Jagmitt Singh both should go to jail for the damage they did
Identity Attack0.28883415
Insult0.15982662
Profanity0.021125201
Threat0.06561559
Severe Toxicity0.009841919
Moderate 0.30716252 Moderate Con 0.319
Oct 1, 2025 2 likes IRCC Names India in Study …
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of …
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of the people you see are legal immigrants , the government gives half a million PRs every year.
Identity Attack0.3802808
Insult0.11616662
Profanity0.022013342
Threat0.006686311
Severe Toxicity0.008049011
Moderate 0.30716252 Constructive 0.517
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
no not 1 in 4 are immigrant 1 in 4 are Indian. let them run this country into the ground idc anymore. no more innovation and our elderly can fight to try and find retirement …
no not 1 in 4 are immigrant 1 in 4 are Indian. let them run this country into the ground idc anymore. no more innovation and our elderly can fight to try and find retirement homes.
Identity Attack0.37152436
Insult0.12159709
Profanity0.05168226
Threat0.012906751
Severe Toxicity0.014382465
Moderate 0.30716252 Moderate Con 0.348
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I am a catholic from south India, These north Indians dont let us live peacefully in india and not in Canada.
I am a catholic from south India, These north Indians dont let us live peacefully in india and not in Canada.
Identity Attack0.3857254
Insult0.0838533
Profanity0.024199532
Threat0.0086087575
Severe Toxicity0.011291504
Moderate 0.30716252 Constructive 0.502 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I Need To Poo and I Have No Loo. The upcoming Indian Horror Movie.
I Need To Poo and I Have No Loo. The upcoming Indian Horror Movie.
Identity Attack0.058856625
Insult0.0810151
Profanity0.2664882
Threat0.01940071
Severe Toxicity0.01935331
Moderate 0.3057765 Low Con 0.259 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
If you had a choice to immigrate one race what would you pick Africans Mexicans Indians Muslim ??
If you had a choice to immigrate one race what would you pick Africans Mexicans Indians Muslim ??
Identity Attack0.3817989
Insult0.070482984
Profanity0.051431753
Threat0.0089712385
Severe Toxicity0.012207031
Moderate 0.3057765 Low Con 0.206 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an indian, genuinely speaking, when I came here back in 2023, I didn’t know there are so many people from one of the indian state called punjab. They have ruined this place as …
I am an indian, genuinely speaking, when I came here back in 2023, I didn’t know there are so many people from one of the indian state called punjab. They have ruined this place as well as image of all Indians. Also, If you want khalistan, why they are not protesting in where their land belongs(so called), why in Canada or Usa? There are 70% of the people are living in canada is punjabi. They have ruined the image of our whole country. We are peace loving people and follow rules but just because of these people, we fell into the same group. Fun fact: why brampton and surrey have bad reputation and increased crime rates because punjabi people live there. Thats heart wrenching. The other aspect is the Canadian government doing nothing to curb thia types of people instead of that these people do crime, get arrested, claim asylum, get free food for 1 year and become the resident of the Canada. I am really frustated and both the goverment and these khalistan entity. Go to hell man.
Identity Attack0.36702603
Insult0.20668297
Profanity0.07870171
Threat0.018364733
Severe Toxicity0.017158391
Moderate 0.3057765 Constructive 0.635 Personal_Narrative
Feb 25, 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.