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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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30,738 comments · Page 778 of 1230
Video went from street interviews to Breaking Bad
Video went from street interviews to Breaking Bad
Identity Attack0.009619443
Insult0.023093075
Profanity0.04216301
Threat0.014393489
Severe Toxicity0.0036621094
Low Tox 0.11171334 Low Con 0.151 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
lol give them the boot!
lol give them the boot!
Identity Attack0.0050687063
Insult0.030154925
Profanity0.035900343
Threat0.025443908
Severe Toxicity0.0038719177
Low Tox 0.11171334 Low Con 0.249
Dec 30, 2025 Deportations From Canada at Their …
Especially those who where I had a job and they say this is their religion
Especially those who where I had a job and they say this is their religion
Identity Attack0.10221587
Insult0.020579277
Profanity0.02344803
Threat0.008026198
Severe Toxicity0.003452301
Low Tox 0.11171334 Moderate Con 0.474
Dec 28, 2025 Deportations From Canada at Their …
Well..well ..!!!!!.what do u feel if other nations invade in Bombay or new Delhi!?? Absolutely.....?????
Well..well ..!!!!!.what do u feel if other nations invade in Bombay or new Delhi!?? Absolutely.....?????
Identity Attack0.047190998
Insult0.026058068
Profanity0.018255826
Threat0.012078222
Severe Toxicity0.0035858154
Low Tox 0.11171334 Low Con 0.294
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
brother grab some gloves !! its cold out here
brother grab some gloves !! its cold out here
Identity Attack0.007288578
Insult0.024124376
Profanity0.04216301
Threat0.012181788
Severe Toxicity0.0050735474
Low Tox 0.11171334 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
The answer was little bit ambiguous as number of students coming from India is very large.Rather than total number of frauds from a specific country, It should be calculated based on the how many per …
The answer was little bit ambiguous as number of students coming from India is very large.Rather than total number of frauds from a specific country, It should be calculated based on the how many per entage of people who came from a specific country did the fraud. That's will be the best measure.
Identity Attack0.08170113
Insult0.03312982
Profanity0.01764096
Threat0.0069646453
Severe Toxicity0.0023078918
Low Tox 0.11171334 Moderate Con 0.472 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
If everything was cheap then more people would have kids. If you can't afford to live how can you have kids. They know this and they DON'T CARE. They only care about their bloodline.
If everything was cheap then more people would have kids. If you can't afford to live how can you have kids. They know this and they DON'T CARE. They only care about their bloodline.
Identity Attack0.009212466
Insult0.033239998
Profanity0.021808386
Threat0.0077154995
Severe Toxicity0.0026512146
Low Tox 0.11171334 Moderate Con 0.349
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
That city is one great big spam call 😂
That city is one great big spam call 😂
Identity Attack0.008694496
Insult0.02708937
Profanity0.041912504
Threat0.0097738765
Severe Toxicity0.0037765503
Low Tox 0.11171334 Low Con 0.282 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
A leaked Concordia student handbook has no mention of Christmas, Canada Day or Hannukah but highlights the Palestinian "Nakbha", the Cuban Revolution and the Oka crisis. You are IN TROUBLE, Canada.
A leaked Concordia student handbook has no mention of Christmas, Canada Day or Hannukah but highlights the Palestinian "Nakbha", the Cuban Revolution and the Oka crisis. You are IN TROUBLE, Canada.
Identity Attack0.059311368
Insult0.036435258
Profanity0.012722028
Threat0.00713294
Severe Toxicity0.0025177002
Low Tox 0.11171334 Low Con 0.272
Sep 25, 2025 1 likes Why Canadians Are Turning Against …
A Polacy mają pod górkę
A Polacy mają pod górkę
Identity Attack0.08252834
Insult0.043250903
Profanity0.039657943
Threat0.007741391
Severe Toxicity0.005722046
Low Tox 0.11171334 Low Con 0.194 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
Dude in the red Nike sweater isn’t going back next month 😂
Dude in the red Nike sweater isn’t going back next month 😂
Identity Attack0.016862517
Insult0.03522326
Profanity0.032643758
Threat0.008362788
Severe Toxicity0.0035095215
Low Tox 0.11171334 Low Con 0.22
Jan 27, 2026 Inside Canada's Indian Invasion...
What tool do you use to to turn Canada into India? Answer: JT
What tool do you use to to turn Canada into India? Answer: JT
Identity Attack0.08170113
Insult0.032799274
Profanity0.016411226
Threat0.007637825
Severe Toxicity0.003452301
Low Tox 0.11161 Low Con 0.211
Nov 28, 2025 Inside Canada's Indian Metropolis (Brampton)
I came to Canada as a Landed Immigrant 50 years ago. I have made a good life, raised children, always had a job. I feel as Canadian as anybody who was born here. I resent …
I came to Canada as a Landed Immigrant 50 years ago. I have made a good life, raised children, always had a job. I feel as Canadian as anybody who was born here. I resent those newcomers who only exploit the services they never paid for and trample our decency and tolerance. I grieve for our values being undermined and overridden by mindsets that will never adapt.
Identity Attack0.05794714
Insult0.039151907
Profanity0.0117997285
Threat0.0071199946
Severe Toxicity0.0021362305
Low Tox 0.11161 Constructive 0.654
Oct 3, 2025 1 likes Why Canadians Are Turning Against …
over a billion $$$$s. That's outrageous.
over a billion $$$$s. That's outrageous.
Identity Attack0.0055866763
Insult0.039444692
Profanity0.027137227
Threat0.00866054
Severe Toxicity0.0020503998
Low Tox 0.11161 Low Con 0.194 Economic_Argument
Feb 26, 2026 'We do know that there's …
I lived in Montreal for 25 years; people BEEN crossing the border on foot but they can’t do it without the help of the Natives (American Indians).
I lived in Montreal for 25 years; people BEEN crossing the border on foot but they can’t do it without the help of the Natives (American Indians).
Identity Attack0.10221587
Insult0.026831545
Profanity0.014293353
Threat0.006641001
Severe Toxicity0.0028800964
Low Tox 0.11161 Constructive 0.54 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
You can't take in more immigrants than you have housing for. Where is the common sense on this issue?
You can't take in more immigrants than you have housing for. Where is the common sense on this issue?
Identity Attack0.089973204
Insult0.0233509
Profanity0.011167783
Threat0.007197669
Severe Toxicity0.0024032593
Low Tox 0.11161 Moderate Con 0.379 Economic_Argument
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
In my 42 years of working a service job I encountered thousands of immigrants.....I always found the East Indian people to be the easiest to get along with......there are good and bad apples in every …
In my 42 years of working a service job I encountered thousands of immigrants.....I always found the East Indian people to be the easiest to get along with......there are good and bad apples in every culture but in general I found them always willing to help , talk and laugh with me.......many of them joked how they could out cheap anyone......and you've got to give them credit for finding the loop holes to get ahead
Identity Attack0.083355546
Insult0.035443626
Profanity0.024404489
Threat0.0073918556
Severe Toxicity0.0030899048
Low Tox 0.11161 Constructive 0.791 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
We love honest journalism like this I mean alot of ppl aren't even qualified to be in Canada, most of them can't communicate properly in english
We love honest journalism like this I mean alot of ppl aren't even qualified to be in Canada, most of them can't communicate properly in english
Identity Attack0.058856625
Insult0.04442204
Profanity0.013063621
Threat0.0062267366
Severe Toxicity0.0021266937
Low Tox 0.11161 Moderate Con 0.452 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yeah, it's an infestation that needs to be dealt with
Yeah, it's an infestation that needs to be dealt with
Identity Attack0.006289636
Insult0.023995465
Profanity0.05243378
Threat0.011586283
Severe Toxicity0.0038528442
Low Tox 0.11161 Moderate Con 0.313 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The middle finger 😂
The middle finger 😂
Identity Attack0.0052166977
Insult0.025929155
Profanity0.054437835
Threat0.010447056
Severe Toxicity0.004634857
Low Tox 0.11161 Moderate Con 0.334 Humor_Satire
Feb 22, 2026 Inside Canada's Indian Invasion...
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the queen’s english. To work, the expectation is you’re able to communicate effectively with whoever you’re interfacing. These folks come here, make zero attempt to improve or learn English or French - the national languages. They go home after the day is done, revert to their native tongue. How would you ever perfect something like a language without some degree practice and immersion? And they do this with their generations. The 1st and sometimes 2nd generation kids will speak their native tongue first, before learning English or French. It’s like the language they should speak to effectively work and live in Canada is an accessory. The govt at all levels encourage this by having driving tests and forms in other languages. And don’t get me started on the pockets - Brampton for example. The politicians kowtow to the voters and give in to them having huge temples, and nonstandard shopping complexes. It’s a running joke how many Indians will be living in the same house, renting from other Indians collecting money under the table in completely unsanctioned and illegal rental scenarios. Companies set up by Indians, to service Indians. So they don’t even care to present as Canadian business with English / French. I’m in the midst of charting my family’s exit from Canada. It’s become something entirely unrecognizable. Where those who know how to game the system get ahead, those of us who play the rules - stay behind. I’ve worked my way up to being upper middle class. I’m about done paying for Indian “students” who later claim to be refugees. Who are now claiming to be in gay relationships, to support their refugee cases. It’s all a joke.
Identity Attack0.06431354
Insult0.035443626
Profanity0.026317406
Threat0.0073789097
Severe Toxicity0.0031089783
Low Tox 0.11161 Constructive 0.681 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder if the government is commiting fraud with them, like what happening in the states.
I wonder if the government is commiting fraud with them, like what happening in the states.
Identity Attack0.0102854045
Insult0.04969218
Profanity0.016752819
Threat0.007547205
Severe Toxicity0.001783371
Low Tox 0.11161 Moderate Con 0.349 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian flags all over the Punjabi human trafficker safehouse. This is the most canadian thing I've ever seen!.
Canadian flags all over the Punjabi human trafficker safehouse. This is the most canadian thing I've ever seen!.
Identity Attack0.08087392
Insult0.031697463
Profanity0.013166099
Threat0.007793174
Severe Toxicity0.003452301
Low Tox 0.11161 Moderate Con 0.371 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I have many immigrant friends. I haven't lost my culture, but embrace theirs. The issue is the government's immigration policies are creating racism. There is no way you can survive on $21 an hour. It's …
I have many immigrant friends. I haven't lost my culture, but embrace theirs. The issue is the government's immigration policies are creating racism. There is no way you can survive on $21 an hour. It's going to get worse before it gets better. Your only option is further education to secure a better job. That is not an option for many people based on finances and current education. Average Canadian penalized for having a job.
Identity Attack0.08500996
Insult0.031807642
Profanity0.011611853
Threat0.0068869707
Severe Toxicity0.002374649
Low Tox 0.11161 Constructive 0.78
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
If were just barely scratching the tip of the iceberg of fraud in Minnesota and now Maine, I gotta wonder how much worse it is in Canada where they are completely unchecked.
If were just barely scratching the tip of the iceberg of fraud in Minnesota and now Maine, I gotta wonder how much worse it is in Canada where they are completely unchecked.
Identity Attack0.041261412
Insult0.056719027
Profanity0.012380436
Threat0.006861079
Severe Toxicity0.0020885468
Low Tox 0.11161 Moderate Con 0.376 Fear_Threat
Jan 28, 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.