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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: "As an Indian, is the …" 4,309 comments · Page 82 of 173
They’re bad drivers by birth lol…and I have had more Indian expats ask me to sign off on their court ordered community service that’s it’s not even funny! They all had DUI’s and they ALL …
They’re bad drivers by birth lol…and I have had more Indian expats ask me to sign off on their court ordered community service that’s it’s not even funny! They all had DUI’s and they ALL asked me if they could pay me cash for my signing off on their hours…I work for my CHURCH! No!
Identity Attack0.34649673
Insult0.28997475
Profanity0.0935729
Threat0.008531082
Severe Toxicity0.015479924
Moderate 0.3722269 Moderate Con 0.5 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
Identity Attack0.45348886
Insult0.21836096
Profanity0.023584666
Threat0.007081157
Severe Toxicity0.011062622
Moderate 0.3722269 Moderate Con 0.419 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Way too many Indians. Canada is losing the jobs and even the identity.
Way too many Indians. Canada is losing the jobs and even the identity.
Identity Attack0.4482637
Insult0.18107465
Profanity0.023174755
Threat0.00823333
Severe Toxicity0.012574885
Moderate 0.3722269 Moderate Con 0.329
Sep 21, 2025 3 likes How Canada broke its immigration …
The poor Canuck on the bike saying "I'm just thankful its Indians and not Muslims or Africans." The bar is so low its at mariana trench depth. Letting non westerners in Western countries is worse …
The poor Canuck on the bike saying "I'm just thankful its Indians and not Muslims or Africans." The bar is so low its at mariana trench depth. Letting non westerners in Western countries is worse than any world war we've had. The lack of self preservation will be our downfall. Not Russia, China, AI, or some exotic strain of covid. Empathy and the incoming cultural suicide will be.
Identity Attack0.41975367
Insult0.21602537
Profanity0.058445938
Threat0.13633445
Severe Toxicity0.020257099
Moderate 0.3722269 Moderate Con 0.374
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY …
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY THE COLOR OF THEIR SKIN? Sorry, you weren't economically successful or supportive as the Sikhs and other Indians are. That's how it is demographic change. At least they aren't stealing and murdering others like the other humans
Identity Attack0.40158966
Insult0.25602314
Profanity0.044417568
Threat0.06658544
Severe Toxicity0.01896597
Moderate 0.3722269 Constructive 0.508 Identity_Assertion
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The “Canadians” are not the indigenous people of the land so really can’t complain. Be very grateful there Indians and not Pakistanis
The “Canadians” are not the indigenous people of the land so really can’t complain. Be very grateful there Indians and not Pakistanis
Identity Attack0.46028158
Insult0.2435641
Profanity0.044668075
Threat0.007870848
Severe Toxicity0.016964722
Moderate 0.3722269 Moderate Con 0.394
Oct 30, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You are not wrong. I work for a truck rental company and every call we get from Canada is an Indian - very heavy accents. Very rude too.
You are not wrong. I work for a truck rental company and every call we get from Canada is an Indian - very heavy accents. Very rude too.
Identity Attack0.3857254
Insult0.31740165
Profanity0.030138692
Threat0.007314181
Severe Toxicity0.010147095
Moderate 0.3722269 Constructive 0.657 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Many very hardworking Indian immigrants willing to do difficult work. That is a virtue. I don't see why people are so resentful. Just because things changed too fast and it's scary for them. Very childish …
Many very hardworking Indian immigrants willing to do difficult work. That is a virtue. I don't see why people are so resentful. Just because things changed too fast and it's scary for them. Very childish response with limited understanding. This kind of ignorance leads to prejudice.
Identity Attack0.24970764
Insult0.39297962
Profanity0.04867618
Threat0.0071847234
Severe Toxicity0.007171631
Moderate 0.3722269 Constructive 0.725
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
These india indians are everywhere now Canada Singapore UK Australia... Seems like they want world war 3.
These india indians are everywhere now Canada Singapore UK Australia... Seems like they want world war 3.
Identity Attack0.44690517
Insult0.16773392
Profanity0.06546012
Threat0.13211988
Severe Toxicity0.023076924
Moderate 0.3722269 Low Con 0.114 Fear_Threat
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Mike Harris cleaned up Ontario when I was there. The system was overrun by Africans, Indians and Chinese. Mike Harris was crucified. Now, we are back to the dark days.
Mike Harris cleaned up Ontario when I was there. The system was overrun by Africans, Indians and Chinese. Mike Harris was crucified. Now, we are back to the dark days.
Identity Attack0.4453683
Insult0.24835461
Profanity0.039657943
Threat0.091630474
Severe Toxicity0.02167734
Moderate 0.3722269 Constructive 0.513
Aug 24, 2025 44 likes Why Canadians Are Turning Against …
Finally covering the invasion of illegal indians who come here on "student visas" and never leave. ( saying this before i see the video lets see if you noticed )
Finally covering the invasion of illegal indians who come here on "student visas" and never leave. ( saying this before i see the video lets see if you noticed )
Identity Attack0.44690517
Insult0.1823172
Profanity0.07126612
Threat0.012958534
Severe Toxicity0.017287504
Moderate 0.3722269 Moderate Con 0.312 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadian jobs r being then by east Indians that can't even speak the language. Time to go
Canadian jobs r being then by east Indians that can't even speak the language. Time to go
Identity Attack0.42615733
Insult0.26196828
Profanity0.027547138
Threat0.009463178
Severe Toxicity0.015931819
Moderate 0.3722269 Low Con 0.208 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Im a hindu born and raised in alberta. My family assimilated, we have canadian values. I have a business, pay my share of taxes. Im a contributing member of society. I went through all the …
Im a hindu born and raised in alberta. My family assimilated, we have canadian values. I have a business, pay my share of taxes. Im a contributing member of society. I went through all the racism when I was a kid and even recently when I was told to "go back to my own country" in traffic. It disgusts me that because of these indian peoples unwillingness to assimilate, my kids will go through the same thing..
Identity Attack0.44690517
Insult0.24928534
Profanity0.07934829
Threat0.008712323
Severe Toxicity0.015931819
Moderate 0.3722269 Constructive 0.688 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The difference between Indians in Canada and Africans in Paris is obvious. Homeless dude on the bike needs a givesendgo.
The difference between Indians in Canada and Africans in Paris is obvious. Homeless dude on the bike needs a givesendgo.
Identity Attack0.44690517
Insult0.24493282
Profanity0.028913507
Threat0.008893564
Severe Toxicity0.016125489
Moderate 0.37073207 Moderate Con 0.392 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are doing to Whites, what Whites did to Red Indians. At least, Indians are peaceful, well educated and earning their space with sheer hardworking.
Indians are doing to Whites, what Whites did to Red Indians. At least, Indians are peaceful, well educated and earning their space with sheer hardworking.
Identity Attack0.44690517
Insult0.16853803
Profanity0.10425757
Threat0.012906751
Severe Toxicity0.021548226
Moderate 0.37073207 Moderate Con 0.42 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
11 apartments in my old building suffered from 1 Indian family cooking every day. Your eyes would burn from the strong curry smell as soon as you went into the hallway.
11 apartments in my old building suffered from 1 Indian family cooking every day. Your eyes would burn from the strong curry smell as soon as you went into the hallway.
Identity Attack0.3895355
Insult0.1711343
Profanity0.09744903
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37073207 Constructive 0.616 Personal_Narrative
Jan 27, 2026 186 likes Inside Canada's Indian Invasion...
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Identity Attack0.44690517
Insult0.16989174
Profanity0.032643758
Threat0.008246276
Severe Toxicity0.014253352
Moderate 0.37073207 Low Con 0.242 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indians were native Americans, now when Indians come, you complain? Indians rejoin :)
Indians were native Americans, now when Indians come, you complain? Indians rejoin :)
Identity Attack0.45348886
Insult0.16124763
Profanity0.06145202
Threat0.012751401
Severe Toxicity0.017739398
Moderate 0.37073207 Low Con 0.248 Humor_Satire
Dec 2, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour being indian is bothering you, you need to look around and rethink your priorities.
Identity Attack0.44690517
Insult0.20434737
Profanity0.026180768
Threat0.008194493
Severe Toxicity0.01322045
Moderate 0.37073207 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
Identity Attack0.45348886
Insult0.21836096
Profanity0.07611542
Threat0.008686432
Severe Toxicity0.014963473
Moderate 0.37073207 Constructive 0.591 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I agree with a lot of what the non-Indians are saying except, I wouldn't mind living in a place where the majority of people are Indian or non-white, as long as I am not targeted …
I agree with a lot of what the non-Indians are saying except, I wouldn't mind living in a place where the majority of people are Indian or non-white, as long as I am not targeted just because I am white and the crime doesn't rise. I actually would like it and have expressly wanted to be in areas of the city without other white Canadians. That's boring.
Identity Attack0.46028158
Insult0.17486192
Profanity0.060951006
Threat0.010705971
Severe Toxicity0.012130737
Moderate 0.37073207 Constructive 0.771 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Identity Attack0.4054415
Insult0.26957804
Profanity0.038655918
Threat0.008090926
Severe Toxicity0.014769804
Moderate 0.37073207 Moderate Con 0.357 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
and yet indians discriminate against muslim community in india
and yet indians discriminate against muslim community in india
Identity Attack0.4508763
Insult0.0836065
Profanity0.080318145
Threat0.027515862
Severe Toxicity0.013155893
Moderate 0.37073207 Low Con 0.191 Comparative_Framing
Feb 1, 2026 Inside Canada's Indian Metropolis (Brampton)
They are not indians, most of them is wanted terrios*, indian govt will be happy to take them back, only 10% is genuine immigrant, rest belong to terriost organization called Khalista* which is openly supported …
They are not indians, most of them is wanted terrios*, indian govt will be happy to take them back, only 10% is genuine immigrant, rest belong to terriost organization called Khalista* which is openly supported by Canadian Government
Identity Attack0.43896464
Insult0.24928534
Profanity0.06044999
Threat0.012492486
Severe Toxicity0.019611536
Moderate 0.36867723 Moderate Con 0.303
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Poonjabi are not indians they want khalistan in cannada 😂😂😂
Poonjabi are not indians they want khalistan in cannada 😂😂😂
Identity Attack0.43256098
Insult0.29855028
Profanity0.10920923
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.36867723 Low Con 0.132 Unverified_Claim
Feb 27, 2026 1 likes 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.