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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: "It is so weird to …" 67 comments · Page 3 of 3
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we speak about immigration are the temporary work agencies. They prey on Indian immigrants just as much as some of the colleges do. It’s sad really.
Identity Attack0.120924085
Insult0.03588435
Profanity0.022423252
Threat0.0074954215
Severe Toxicity0.002937317
Low Tox 0.14950264 Constructive 0.743 Personal_Narrative
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The status outside the Toronto airport is so weird, all passengers feel they landed in India 😂😂😂
The status outside the Toronto airport is so weird, all passengers feel they landed in India 😂😂😂
Identity Attack0.10221587
Insult0.03665562
Profanity0.019622196
Threat0.006874025
Severe Toxicity0.0032615662
Low Tox 0.14256015 Moderate Con 0.378 Humor_Satire
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Identity Attack0.017163984
Insult0.029053112
Profanity0.027820412
Threat0.010110466
Severe Toxicity0.0041770935
Low Tox 0.123468354 Low Con 0.26 Meta_Commentary
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Comments are weird lol
Comments are weird lol
Identity Attack0.0062526376
Insult0.03827355
Profanity0.056441884
Threat0.0067186756
Severe Toxicity0.0030326843
Low Tox 0.11739369 Moderate Con 0.351 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
When you live in places like this all over the world, nobody talks about it, and they make it an illegal minefield to complain. It's sad and weird.
When you live in places like this all over the world, nobody talks about it, and they make it an illegal minefield to complain. It's sad and weird.
Identity Attack0.011469335
Insult0.053205602
Profanity0.018187506
Threat0.0066927844
Severe Toxicity0.0018024445
Low Tox 0.112436704 Constructive 0.531 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Weird seing places i go every day on YouTube
Weird seing places i go every day on YouTube
Identity Attack0.013445892
Insult0.022255141
Profanity0.053435806
Threat0.009385503
Severe Toxicity0.0043296814
Low Tox 0.11192002 Moderate Con 0.334 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
That was a weird ending to the video…
That was a weird ending to the video…
Identity Attack0.0075105648
Insult0.020901557
Profanity0.036401358
Threat0.010110466
Severe Toxicity0.0044059753
Low Tox 0.1100022 Low Con 0.274 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Same issue in Australia however in England with all the stuff going on they are respected and are seen as fellow patriots by native Brits weird isnt it
Same issue in Australia however in England with all the stuff going on they are respected and are seen as fellow patriots by native Brits weird isnt it
Identity Attack0.051580742
Insult0.023093075
Profanity0.019485557
Threat0.0067251488
Severe Toxicity0.0021648407
Low Tox 0.08241652 Constructive 0.551
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, …
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, (Man) it’s like predominantly east Indian other than like reserves which is a rough subject in itself some/most cases.
Identity Attack0.04512853
Insult0.025284592
Profanity0.021808386
Threat0.0065956907
Severe Toxicity0.0020503998
Low Tox 0.08083374 Constructive 0.682 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
So quebec took back control over their population weird?
So quebec took back control over their population weird?
Identity Attack0.013345404
Insult0.03235855
Profanity0.012687869
Threat0.0064079775
Severe Toxicity0.0012683868
Low Tox 0.08004235 Low Con 0.198
Nov 25, 2025 Quebec Ends Economic Immigration Program …
It's weird when people move to Canada and have no interest in integrating whatsoever. Like.. we aren't asking you to leave behind your culture or religion.. just follow our social norms and be an active …
It's weird when people move to Canada and have no interest in integrating whatsoever. Like.. we aren't asking you to leave behind your culture or religion.. just follow our social norms and be an active member of our society. Don't just cluster in your own community.
Identity Attack0.039972372
Insult0.024382202
Profanity0.012141321
Threat0.0059257476
Severe Toxicity0.0013160706
Low Tox 0.079250954 Constructive 0.601 Identity_Assertion
Jan 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Weird strange land Mumbi is.
Weird strange land Mumbi is.
Identity Attack0.044612918
Insult0.028722567
Profanity0.020168742
Threat0.007029374
Severe Toxicity0.002861023
Low Tox 0.07054565 Low Con 0.275 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian parents who were born outside of Canada can now pass on their citizenship to their children who were born abroad? That is weird af. How does this make sense?
Canadian parents who were born outside of Canada can now pass on their citizenship to their children who were born abroad? That is weird af. How does this make sense?
Identity Attack0.022791367
Insult0.01767874
Profanity0.014634945
Threat0.006084333
Severe Toxicity0.0012493134
Low Tox 0.04760506 Low Con 0.254
Jan 17, 2026 Canada’s new rules in 2026
It’s weird seeing a video near where I live
It’s weird seeing a video near where I live
Identity Attack0.006955597
Insult0.011958904
Profanity0.020646973
Threat0.008712323
Severe Toxicity0.002040863
Low Tox 0.04067813 Moderate Con 0.385
Jan 27, 2026 Inside Canada's Indian Invasion...
8:09 it’s kind of weird what she’s saying that all expenses is 2700. That should include car insurance.
8:09 it’s kind of weird what she’s saying that all expenses is 2700. That should include car insurance.
Identity Attack0.0020256327
Insult0.008823884
Profanity0.012551232
Threat0.0068028234
Severe Toxicity0.0010108948
Low Tox 0.017843807 Moderate Con 0.361 Question
Aug 31, 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.