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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 #}

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Active: "Eye for an eye, it …" 123 comments · Page 5 of 5
Just a little brown eye dominance on the bus every now and then. nbd
Just a little brown eye dominance on the bus every now and then. nbd
Identity Attack0.03249594
Insult0.02618698
Profanity0.019758832
Threat0.013476364
Severe Toxicity0.00333786
Low Tox 0.10089093 Moderate Con 0.405 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
12:49 "Same blood, same eyes, everything is same.." but this doesn't apply when caste enters the conversation.
12:49 "Same blood, same eyes, everything is same.." but this doesn't apply when caste enters the conversation.
Identity Attack0.052035484
Insult0.020192537
Profanity0.026180768
Threat0.010265815
Severe Toxicity0.0033187866
Low Tox 0.10045706 Moderate Con 0.354 Identity_Assertion
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
01:28 The best answer. EDIT: Big correction: The guy with the bike is the most based here by far. "Sub-Saharan eye queue"?! Hello, based!?
01:28 The best answer. EDIT: Big correction: The guy with the bike is the most based here by far. "Sub-Saharan eye queue"?! Hello, based!?
Identity Attack0.04151922
Insult0.024640027
Profanity0.015898837
Threat0.010447056
Severe Toxicity0.0030136108
Low Tox 0.09655223 Moderate Con 0.47 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These asylum claimers are getting dental and eye benefits I couldn’t afford for nearly a decade.
These asylum claimers are getting dental and eye benefits I couldn’t afford for nearly a decade.
Identity Attack0.028418748
Insult0.031146556
Profanity0.012585391
Threat0.00713294
Severe Toxicity0.0021457672
Low Tox 0.09611836 Moderate Con 0.453 Economic_Argument
Feb 27, 2026 'We do know that there's …
Atleast now, they opened their EYES🙄🙄🙄🙄🙄🙄......no affordable homes, high rents, high grocery cost, unemployment, poor emergency medical, even over crowded universities, closing factories due to tariffs......Everything on tipping point😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑
Atleast now, they opened their EYES🙄🙄🙄🙄🙄🙄......no affordable homes, high rents, high grocery cost, unemployment, poor emergency medical, even over crowded universities, closing factories due to tariffs......Everything on tipping point😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑😑
Identity Attack0.003385304
Insult0.032138187
Profanity0.013712646
Threat0.006537435
Severe Toxicity0.0024414062
Low Tox 0.09438288 Moderate Con 0.421 Economic_Argument
Jan 20, 2026 1 likes Why Canada’s immigration system has …
I told you " just open your eyes 7 years ago " !! so what do you think?!
I told you " just open your eyes 7 years ago " !! so what do you think?!
Identity Attack0.0027193425
Insult0.026444806
Profanity0.014771583
Threat0.008686432
Severe Toxicity0.0018024445
Low Tox 0.08637348 Low Con 0.296 Personal_Narrative
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
I think, in our (or some people's) pursuit of being a diverse, accepting, and "multicultural" nation, we've actively turned a blind eye to what these individual groups were doing for fear of being labeled discriminatory. …
I think, in our (or some people's) pursuit of being a diverse, accepting, and "multicultural" nation, we've actively turned a blind eye to what these individual groups were doing for fear of being labeled discriminatory. Then, when stuff hits the fan, everyone looks to Canada to blame. Bad if you do, bad if you don't. Sad times 😔
Identity Attack0.041261412
Insult0.026444806
Profanity0.011936366
Threat0.0073789097
Severe Toxicity0.0015163422
Low Tox 0.079250954 Constructive 0.651
Oct 6, 2025 IRCC Names India in Study …
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. …
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. I just hope that someday we can all live in harmony and equality. I don't know what my future holds I may be living in a ditch. Companies misuse the immigration program for Fortune workers therefore leaving us Canadians without jobs not just the young but also people in their twenties and their thirties and their 40s. True for those immigrants who speak up for us in such a kind-hearted way thank you
Identity Attack0.032753747
Insult0.029604018
Profanity0.015420608
Threat0.0071588317
Severe Toxicity0.0018596649
Low Tox 0.07845957 Constructive 0.81
Nov 18, 2025 1 likes Why Canadians Are Turning Against …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border IN the WORLD! It makes sense for smugglers to use a different means for entry once the previous method gets controlled. I hope the US government is paying attention and doesn’t turn a blind eye to our northern border like they did with our Mexican border.
Identity Attack0.042550452
Insult0.023028618
Profanity0.010894509
Threat0.0064597605
Severe Toxicity0.0014781952
Low Tox 0.07687678 Constructive 0.612 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
Identity Attack0.018671319
Insult0.022319598
Profanity0.012858666
Threat0.006375613
Severe Toxicity0.0015258789
Low Tox 0.051068526 Moderate Con 0.37 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Thanks for opening eyes wow just wow
Thanks for opening eyes wow just wow
Identity Attack0.0049577127
Insult0.015872927
Profanity0.021466793
Threat0.00967031
Severe Toxicity0.0028419495
Low Tox 0.043399423 Moderate Con 0.474
Jan 27, 2026 Inside Canada's Indian Invasion...
ice would eye lid when seeing.
ice would eye lid when seeing.
Identity Attack0.0035517942
Insult0.012186904
Profanity0.015079016
Threat0.010757755
Severe Toxicity0.0018024445
Low Tox 0.037577134 Moderate Con 0.34 Meta_Commentary
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Every country has visa's for students-workers-tourists..Many from India going to China-Russia..No debt traps, education subsidized..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..Alex Reporterfy Media
Every country has visa's for students-workers-tourists..Many from India going to China-Russia..No debt traps, education subsidized..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..Alex Reporterfy Media
Identity Attack0.018872296
Insult0.014960921
Profanity0.012585391
Threat0.0067963502
Severe Toxicity0.001411438
Low Tox 0.036634352 Moderate Con 0.44
Sep 29, 2025 IRCC Names India in Study …
Charge the colleges and universities that allow them to take courses and pass them like Conestoga College . They turned a blind eye ask students who were there. It's all about the money.
Charge the colleges and universities that allow them to take courses and pass them like Conestoga College . They turned a blind eye ask students who were there. It's all about the money.
Identity Attack0.0027563404
Insult0.014960921
Profanity0.010757872
Threat0.0062785195
Severe Toxicity0.0007009506
Low Tox 0.026735162 Moderate Con 0.322 Policy_Critique
Oct 12, 2025 IRCC Names India in Study …
Love your videos. To me, a good content creator keeps your eyes glued to the screen from start to finish. I feel most of your videos do that for me. Keep it up thanks for …
Love your videos. To me, a good content creator keeps your eyes glued to the screen from start to finish. I feel most of your videos do that for me. Keep it up thanks for what you do !
Identity Attack0.0071035884
Insult0.010894896
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0026130676
Low Tox 0.026617315 Constructive 0.629
Sep 19, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
The lady reading brought tears to my eyes ...heartbreaking ...
The lady reading brought tears to my eyes ...heartbreaking ...
Identity Attack0.0023493639
Insult0.009526889
Profanity0.013576009
Threat0.008013252
Severe Toxicity0.001115799
Low Tox 0.022846194 Moderate Con 0.482
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The hand of Almighty GOD is moving across the world. We will be ok. Keep holding on, keep your eyes on Jesus ☝️ 🙌
The hand of Almighty GOD is moving across the world. We will be ok. Keep holding on, keep your eyes on Jesus ☝️ 🙌
Identity Attack0.007843546
Insult0.008918885
Profanity0.012961143
Threat0.007754337
Severe Toxicity0.0013923645
Low Tox 0.021903414 Moderate Con 0.471
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
Literally praise & bless Tyler 🫶 opening the world’s eyes, one video at a time! We love you 🙏
Literally praise & bless Tyler 🫶 opening the world’s eyes, one video at a time! We love you 🙏
Identity Attack0.0050317086
Insult0.008690883
Profanity0.01764096
Threat0.008764107
Severe Toxicity0.001821518
Low Tox 0.018095128 Moderate Con 0.488 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
My eyes tell a different story
My eyes tell a different story
Identity Attack0.004680229
Insult0.008348881
Profanity0.015113175
Threat0.007689608
Severe Toxicity0.0011587143
Low Tox 0.018095128 Moderate Con 0.384
Dec 24, 2025 33 likes Deportations From Canada at Their …
Every country has visa's for students-workers-tourists...CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World, Middle East Eye..Alex Reporterfy Media
Every country has visa's for students-workers-tourists...CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World, Middle East Eye..Alex Reporterfy Media
Identity Attack0.004439743
Insult0.0084818825
Profanity0.010501678
Threat0.0062137907
Severe Toxicity0.0006866455
Low Tox 0.0131943645 Moderate Con 0.405 Advertisement_Spam
Jun 20, 2025 How Canada broke its immigration …
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
Identity Attack0.00019084592
Insult0.00051859475
Profanity0.000032082033
Threat0.000029981105
Severe Toxicity0.0000019248057
Low Tox 0.0012512739
Dec 8, 2025

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.