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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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30,738 comments · Page 777 of 1230
The ship is already sinking. The nobles are on their own yachts while they scoop up all the wealth from the drowning.
The ship is already sinking. The nobles are on their own yachts while they scoop up all the wealth from the drowning.
Identity Attack0.009286462
Insult0.039151907
Profanity0.020646973
Threat0.010654188
Severe Toxicity0.0024223328
Low Tox 0.11181668 Low Con 0.186 Economic_Argument
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Moving to Canada to turn into into India. Thanks
Moving to Canada to turn into into India. Thanks
Identity Attack0.10221587
Insult0.028061481
Profanity0.015318131
Threat0.007340072
Severe Toxicity0.0037574768
Low Tox 0.11181668 Moderate Con 0.426
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Listen, this is the mind of the colonizer. Remain who you are. Never forget where you come from. Have respect for others. Just because you left your culture doesn't mean you have to take on …
Listen, this is the mind of the colonizer. Remain who you are. Never forget where you come from. Have respect for others. Just because you left your culture doesn't mean you have to take on that culture. You just have to respect other people.
Identity Attack0.04151922
Insult0.03588435
Profanity0.016069634
Threat0.006602164
Severe Toxicity0.0020313263
Low Tox 0.11181668 Constructive 0.555 Moral_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
You forgot the invation before didn't u?
You forgot the invation before didn't u?
Identity Attack0.021786476
Insult0.026315894
Profanity0.021056883
Threat0.0115345
Severe Toxicity0.0037002563
Low Tox 0.11181668 Low Con 0.265 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been …
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been able to "replicate" India in their Host country. Unfortunately, the Liberal Party's Misguided Multicultur@lism Policies and Incentivization of Illeg@l / Mass Immigration has exacerbated this problem. I think what local Canadians may resent so much is the new Competition for whatever low - wage labour and community resources are left over post Pandemic. Also, if one listens closely (Euro) Canadians) resent the imposition of Old Country religious / group cultural practices have "overflowed" into the public Commons rather than kept private. The unspoken "demand" that Locals get use to these cultural differences / just suck it up causes some rancor.
Identity Attack0.06340405
Insult0.045007613
Profanity0.015625564
Threat0.0067769317
Severe Toxicity0.0028419495
Low Tox 0.11181668 Constructive 0.732 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s …
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s my solution to PP.
Identity Attack0.010951365
Insult0.05262003
Profanity0.014293353
Threat0.010809537
Severe Toxicity0.0024414062
Low Tox 0.11181668 Moderate Con 0.362 Meta_Commentary
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
You’re being very selective with information. It feels like you’re asking leading questions just to get the answers you already want. That’s not good journalism. Journalism should aim for objectivity, not push a specific ideology. …
You’re being very selective with information. It feels like you’re asking leading questions just to get the answers you already want. That’s not good journalism. Journalism should aim for objectivity, not push a specific ideology. And calling this an “INVASION”? That’s simply wrong. I lived in Montréal in an area with many Indian residents. They’re respectful, hard-working, have families, jobs, and contribute to society like anyone else. They don’t interfere with religion or ideology. Just tonight, during a snowstorm, an Indian neighbor came out of his home to help me clear snow off my car — purely out of kindness. That’s reality on the ground, and it deserves to be reported honestly.
Identity Attack0.0543092
Insult0.04090862
Profanity0.017094411
Threat0.006977591
Severe Toxicity0.0022029877
Low Tox 0.11181668 Constructive 0.812 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I don't believe we should take it out on the immigrants ...it's the government policy that needs to be changed
I don't believe we should take it out on the immigrants ...it's the government policy that needs to be changed
Identity Attack0.10221587
Insult0.020450363
Profanity0.016616182
Threat0.01187109
Severe Toxicity0.0032615662
Low Tox 0.11181668 Constructive 0.568 Moral_Argument
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for a while. Not that I don’t want to help these people but we just dont have the resources for now to accommodate them. ‘m shocked to hear that 817,000 people landed in Canada. Add three zeros to it because these people pay at least a $1000 as administrative fee to government IRCC. So that is $817,000,000 Canadian Dollars. Close to a Billion. What is government doing with this money? No Government, we Canadians dont want that money in our GDP. He has enough natural resources that can sustain ourself. Stop selling cheap oil to US. And back to people who come here as immigrants. You are in a different country to have a new life. There is no point in protecting here in Canada about the things happening in your home country. Have some common sense. It’s just an other news for media. When you do such things, Canadian resource are wasted like cops have to make sure the protest goes peacefully and many more. People who are not part of it are getting affected. And to all immigrants please please please, speak in english. I know that you all are comfortable speaking in your native language. Speak that at your private place. Not in public place or work place. That is basic manners. Dont speak out loud in phone in public places. It’s not manners. Funny that people are asking to change the classes taught in French😂 This proves that they are not students but in disguise, as students. Here in Canada, to loot Canada and weaken the country. If you want class in english in a french speaking province better move out of Quebec.
Identity Attack0.06795148
Insult0.03768798
Profanity0.014634945
Threat0.007534259
Severe Toxicity0.00289917
Low Tox 0.11181668 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
I'm from Canada I think it's so funny u found out how terrible they drive in Brampton highest insurance rates in Ontario 😂😂😂
I'm from Canada I think it's so funny u found out how terrible they drive in Brampton highest insurance rates in Ontario 😂😂😂
Identity Attack0.024801146
Insult0.045593183
Profanity0.017299367
Threat0.0064532873
Severe Toxicity0.0022125244
Low Tox 0.11181668 Constructive 0.553 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
2:00 that's exactly it. Move wherever you want, look for better opportunities, but please try to align yourself with the natural ideals of wherever you're off too. If Logan Paul moved to Japan, and acted …
2:00 that's exactly it. Move wherever you want, look for better opportunities, but please try to align yourself with the natural ideals of wherever you're off too. If Logan Paul moved to Japan, and acted how he acted in that infamous unnamed video, you think they would let him stay? No, and that's not racist, that's protecting your heritage, your culture, your values. Peace to all.
Identity Attack0.042292643
Insult0.027218282
Profanity0.025360947
Threat0.008246276
Severe Toxicity0.0031852722
Low Tox 0.11181668 Constructive 0.745 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Id love to see a 60 foot jesus statue can we get that ?
Id love to see a 60 foot jesus statue can we get that ?
Identity Attack0.06158508
Insult0.018065477
Profanity0.029050145
Threat0.027170537
Severe Toxicity0.0075149536
Low Tox 0.11181668 Moderate Con 0.396 Humor_Satire
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
I wonder what will happen to the politicians when chaos ensues. I suppose that doesnt include alberta or those not in power. Yes its thr gov. They are the absolute enemy
I wonder what will happen to the politicians when chaos ensues. I suppose that doesnt include alberta or those not in power. Yes its thr gov. They are the absolute enemy
Identity Attack0.014551271
Insult0.04442204
Profanity0.01490822
Threat0.011172019
Severe Toxicity0.0020599365
Low Tox 0.11181668 Moderate Con 0.358
Aug 26, 2025 Why Canadians Are Turning Against …
When I left Canada in 1995 there was a HUGE Pakistani population. The west is the west and we can't keep accepting more and more immigrants that don't assimilate. It's not hard to assimilate y'all. …
When I left Canada in 1995 there was a HUGE Pakistani population. The west is the west and we can't keep accepting more and more immigrants that don't assimilate. It's not hard to assimilate y'all. The USA does have a culture despite what other cultures say.
Identity Attack0.10221587
Insult0.029934563
Profanity0.012312118
Threat0.006440342
Severe Toxicity0.0026130676
Low Tox 0.11171334 Constructive 0.686 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I don't Like that STATUE..🤯🤯😠
I don't Like that STATUE..🤯🤯😠
Identity Attack0.00899048
Insult0.027218282
Profanity0.03464781
Threat0.0078449575
Severe Toxicity0.004119873
Low Tox 0.11171334 Low Con 0.292 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There are some cultural differnces that can be difficult to adjust to. I used to pick up delivery orders from a sikh Indian restaurant, and I would always say "thank you" when they hand me …
There are some cultural differnces that can be difficult to adjust to. I used to pick up delivery orders from a sikh Indian restaurant, and I would always say "thank you" when they hand me the order, and they started making fun of me amongst themslves and laughing at me for saying "thank you" to them lol. 😂
Identity Attack0.09824528
Insult0.027841117
Profanity0.059948977
Threat0.00814271
Severe Toxicity0.0037193298
Low Tox 0.11171334 Constructive 0.732 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Identity Attack0.008398513
Insult0.054376744
Profanity0.023584666
Threat0.007145886
Severe Toxicity0.002193451
Low Tox 0.11171334 Low Con 0.173 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
how much taxes do they pay? I was in California and they don't have to get a license but they drive cars with no plates on them. In taxachusetts i know a guy who got …
how much taxes do they pay? I was in California and they don't have to get a license but they drive cars with no plates on them. In taxachusetts i know a guy who got in an accident with a truck that was driven by an illegal...he did not have a license and they let him go...the company that owned the truck paid. They get more benefits than us and they pay no taxes. I was unemployed once and had no health care. every place I applied refused me health care so at the end of the year I had to pay a penalty for each month I didn't have health care. What penalty do they pay? I am discriminated against for being a poor white american citizen. This country is a joke and I wish I was never born here.
Identity Attack0.033784978
Insult0.046178754
Profanity0.021535112
Threat0.007974415
Severe Toxicity0.0031852722
Low Tox 0.11171334 Constructive 0.694
Oct 7, 2018 2 likes How much do refugees and …
please do this in australia omg
please do this in australia omg
Identity Attack0.03249594
Insult0.018001022
Profanity0.06145202
Threat0.019746035
Severe Toxicity0.0074768066
Low Tox 0.11171334 Moderate Con 0.334
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada Border Security needs to be powered like ICE to root out n boot out the abusers of the so-called student permits .
Canada Border Security needs to be powered like ICE to root out n boot out the abusers of the so-called student permits .
Identity Attack0.016762028
Insult0.056133457
Profanity0.013063621
Threat0.021472665
Severe Toxicity0.0028800964
Low Tox 0.11171334 Low Con 0.275
Nov 5, 2025 IRCC Names India in Study …
Let call it what it is. The government didn't increase immigration it increase refugee. There are so many people trying to come into the country with education and wealth who are denied. The government let …
Let call it what it is. The government didn't increase immigration it increase refugee. There are so many people trying to come into the country with education and wealth who are denied. The government let people with no education and no wealth into this country. We are doomed
Identity Attack0.037394293
Insult0.03588435
Profanity0.012038844
Threat0.006712203
Severe Toxicity0.0015354156
Low Tox 0.11171334 Moderate Con 0.372 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
taht's why its called Canindia or New India. Also insurance went up in areas with a high "indian" population.
taht's why its called Canindia or New India. Also insurance went up in areas with a high "indian" population.
Identity Attack0.10815793
Insult0.026058068
Profanity0.018529098
Threat0.007598988
Severe Toxicity0.0032615662
Low Tox 0.11171334 Moderate Con 0.41 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Lucky enough to live on a migrant demarcation line, Barrie. 20 years ago, it was coming north, so I'm lucky enough to be able to find work north. Now I just sold my house and …
Lucky enough to live on a migrant demarcation line, Barrie. 20 years ago, it was coming north, so I'm lucky enough to be able to find work north. Now I just sold my house and will be moving further north. Funny, but customers are saying they infested the north too. I got maybeb2 decades left, so maybe even rural Alberta.
Identity Attack0.057037655
Insult0.035774168
Profanity0.01490822
Threat0.008246276
Severe Toxicity0.002746582
Low Tox 0.11171334 Constructive 0.669
Aug 24, 2025 7 likes Why Canadians Are Turning Against …
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...
Canadians can see for themselves how bad this is. But this government doesn't believe what Canadians say or see.
Canadians can see for themselves how bad this is. But this government doesn't believe what Canadians say or see.
Identity Attack0.089973204
Insult0.032468732
Profanity0.012380436
Threat0.0067769317
Severe Toxicity0.0021457672
Low Tox 0.11171334 Low Con 0.293 Policy_Critique
Feb 24, 2026 20 likes 'We do know that there's …

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.