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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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Search comment text, filter by category or toxicity level
Active: "This the same guy making …" 115 comments · Page 5 of 5
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
Make the bike guy to run for a prime minister of Canada
Make the bike guy to run for a prime minister of Canada
Identity Attack0.005512681
Insult0.042665333
Profanity0.014634945
Threat0.008582866
Severe Toxicity0.0017738342
Low Tox 0.09438288 Low Con 0.202 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good …
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good to virtue signal and then complain how you struggle to feed your kids while corporations have been making record profits year after year.
Identity Attack0.01274247
Insult0.032468732
Profanity0.012073003
Threat0.0062914654
Severe Toxicity0.0013160706
Low Tox 0.08083374 Moderate Con 0.376 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally this guy makes a video in my home
Finally this guy makes a video in my home
Identity Attack0.014249804
Insult0.017549826
Profanity0.041912504
Threat0.020609349
Severe Toxicity0.00579834
Low Tox 0.07371122 Moderate Con 0.326 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
Identity Attack0.004920715
Insult0.03158728
Profanity0.013951761
Threat0.0067057298
Severe Toxicity0.0012302399
Low Tox 0.069754265 Moderate Con 0.371 Personal_Narrative
Oct 8, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
14:52 as a Catholic in Toronto, I greatly appreciate what this man says about faith. I have strong reservations about immigration, but it's guys like him who make me think twice
14:52 as a Catholic in Toronto, I greatly appreciate what this man says about faith. I have strong reservations about immigration, but it's guys like him who make me think twice
Identity Attack0.038167715
Insult0.02425329
Profanity0.011543535
Threat0.006149062
Severe Toxicity0.0012397766
Low Tox 0.06500591 Constructive 0.788
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
You guys should do more stories on inequality, though it requires more research than talking with random people on the street. Also when the people you interview make claims such as "they're not paying taxes" …
You guys should do more stories on inequality, though it requires more research than talking with random people on the street. Also when the people you interview make claims such as "they're not paying taxes" or "there's a lot of fake universities", i think it would be right to try and back that up or know the details of this
Identity Attack0.00880549
Insult0.02618698
Profanity0.015454767
Threat0.006272047
Severe Toxicity0.001115799
Low Tox 0.056263726 Constructive 0.628 Policy_Critique
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I …
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I would text her and say ok its mine now. She was so funny. There is a class system, but I must have lived with amazing people. If you make a friend of them. You have a friend for life. Again, this is Dallas millions of populations!
Identity Attack0.029402243
Insult0.017743196
Profanity0.023379711
Threat0.0082074385
Severe Toxicity0.0025558472
Low Tox 0.04834723 Constructive 0.827 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
The guy on the bike was paid by This Tyler(The one making the video) to say all that. If you know you know.
The guy on the bike was paid by This Tyler(The one making the video) to say all that. If you know you know.
Identity Attack0.003884775
Insult0.017292
Profanity0.015488927
Threat0.008194493
Severe Toxicity0.0015258789
Low Tox 0.045625936 Low Con 0.213 Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Identity Attack0.015053716
Insult0.017743196
Profanity0.010091767
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.044636376 Low Con 0.245 Meta_Commentary
Jan 19, 2026 87 likes Why Canada’s immigration system has …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and they have the population to out vote everyone else.
Identity Attack0.004069764
Insult0.019870255
Profanity0.013849284
Threat0.0070552654
Severe Toxicity0.0010299683
Low Tox 0.043399423 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying …
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying for this.....
Identity Attack0.0012579272
Insult0.020256994
Profanity0.012073003
Threat0.006420923
Severe Toxicity0.0011110306
Low Tox 0.036870047 Constructive 0.58 Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Make this guy our new prime minister
Make this guy our new prime minister
Identity Attack0.0041067624
Insult0.0151129225
Profanity0.014600786
Threat0.008323951
Severe Toxicity0.0013542175
Low Tox 0.030977672 Low Con 0.291
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.