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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: "How did we get to …" 2,660 comments · Page 74 of 107
I wonder if that guy with the bike is going to get a knock on his door soon?
I wonder if that guy with the bike is going to get a knock on his door soon?
Identity Attack0.005364689
Insult0.025929155
Profanity0.02030538
Threat0.13313138
Severe Toxicity0.005607605
Low Tox 0.14950264 Moderate Con 0.317 Meta_Commentary
Jan 27, 2026 30 likes Inside Canada's Indian Invasion...
You are getting that bike guy never employed
You are getting that bike guy never employed
Identity Attack0.00776955
Insult0.06250052
Profanity0.025634222
Threat0.008531082
Severe Toxicity0.0032424927
Low Tox 0.14950264 Low Con 0.289 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Blame Eastern Canada. We had our chance for real change. lt's only getting worse
Blame Eastern Canada. We had our chance for real change. lt's only getting worse
Identity Attack0.061130337
Insult0.06250052
Profanity0.014293353
Threat0.009023022
Severe Toxicity0.0028419495
Low Tox 0.14950264 Moderate Con 0.376
Jun 25, 2025 1 likes How Canada broke its immigration …
Get this video to Asmongold.
Get this video to Asmongold.
Identity Attack0.018671319
Insult0.03070583
Profanity0.09551262
Threat0.021472665
Severe Toxicity0.008888245
Low Tox 0.14950264 Low Con 0.212 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting …
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting a job is almost no chance because they will only hire their own people. Kinda messed up, and definitely think something needs to be done.... Still winter, wouldnt mind seeing some more ice... if you know what i mean eh.
Identity Attack0.11047905
Insult0.04090862
Profanity0.02522431
Threat0.0074436385
Severe Toxicity0.0041770935
Low Tox 0.14950264 Constructive 0.648
Jan 27, 2026 Inside Canada's Indian Invasion...
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate to any province of your choice - including Quebec. You can also still get bonus points for Canadian education (Quebec education does count) and Canadian work experience (if it qualifies). So the only thing that happened was, that one provincial nomination program was ended, that is all that happened. The practical problem is, that provincial nomination does give so many points, that it is a guarantee of normal express entry pull as long as you just meet criteria to enter Express entry. So provincial nominations are suitable for people that might be otherwise struggling with points (older age, less language perfection, les bonus points from education or work experience). For a disclaimer, provincial programs are based on a specific province needs and just because one was opened when you planned to go and study or work in Canada, it does not mean it will be like that forever. If an agent made you such promise, then he was misleading you. Again for those people demonstrating, nothing has changed for them other than one future option was gone. They still have their student or work permit until it expires. They also can apply into Express entry program as normal. On a side note for Canadian trying to cheer about this, be aware, such change can also mean that economy projection for next few years is not the best. so take it a warning sign. Or if we are lucky, it was found that this program was not bringing intended type of skilled worker or was heavily abused.
Identity Attack0.011691323
Insult0.07333439
Profanity0.021056883
Threat0.0068028234
Severe Toxicity0.0028800964
Low Tox 0.14950264 Constructive 0.707
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Pay attention to were u are standing. Get out of ppls way.
Pay attention to were u are standing. Get out of ppls way.
Identity Attack0.0074365693
Insult0.036545437
Profanity0.023789622
Threat0.022163315
Severe Toxicity0.0029945374
Low Tox 0.14950264 Moderate Con 0.376 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
Don't worry, get rapture ready!
Don't worry, get rapture ready!
Identity Attack0.008361516
Insult0.022190686
Profanity0.03690237
Threat0.09623027
Severe Toxicity0.007019043
Low Tox 0.147767 Low Con 0.244 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Identity Attack0.10221587
Insult0.04442204
Profanity0.016411226
Threat0.0068416605
Severe Toxicity0.0029563904
Low Tox 0.147767 Moderate Con 0.416 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
i want to get a beer with that high-vis guy
i want to get a beer with that high-vis guy
Identity Attack0.020681098
Insult0.05086332
Profanity0.07676199
Threat0.015429466
Severe Toxicity0.0066375732
Low Tox 0.147767 Moderate Con 0.361 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to …
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to continue good luck before this country turns in to a 3 world country
Identity Attack0.06431354
Insult0.06319981
Profanity0.014532468
Threat0.007909686
Severe Toxicity0.0031089783
Low Tox 0.147767 Low Con 0.284 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money …
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money though.
Identity Attack0.1508922
Insult0.036325075
Profanity0.027547138
Threat0.008194493
Severe Toxicity0.004272461
Low Tox 0.147767 Moderate Con 0.423 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I’m not surprised by the bad driving. Have you seen drivers in India. They turn two lanes into three. Crossing the street there is risking your life! When I was there, I almost had a …
I’m not surprised by the bad driving. Have you seen drivers in India. They turn two lanes into three. Crossing the street there is risking your life! When I was there, I almost had a heart attack and prayed every time I had to get into a car.
Identity Attack0.10221587
Insult0.03768798
Profanity0.014498309
Threat0.012647836
Severe Toxicity0.00415802
Low Tox 0.1460314 Constructive 0.622 Comparative_Framing
Mar 1, 2026 2 likes Inside Canada's Indian Invasion...
How many came illegal in the same time frame as well legal but yet money spent forlegal cases ! Only reason is our liberal government allowed the overflow so that we get fed up and …
How many came illegal in the same time frame as well legal but yet money spent forlegal cases ! Only reason is our liberal government allowed the overflow so that we get fed up and allow them in with no fight.
Identity Attack0.078392304
Insult0.047935467
Profanity0.016957775
Threat0.008919456
Severe Toxicity0.0031852722
Low Tox 0.1460314 Moderate Con 0.34
Dec 29, 2025 Deportations From Canada at Their …
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to …
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to replace those who built the nation, its called treason. I smell the likes of marie antoinette on our politicians and i suspect a similar outcome for them very soon.
Identity Attack0.006696612
Insult0.070799805
Profanity0.015932998
Threat0.008738215
Severe Toxicity0.002002716
Low Tox 0.1460314 Moderate Con 0.453
Aug 26, 2025 Why Canadians Are Turning Against …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
They get a gas station here in the america
They get a gas station here in the america
Identity Attack0.029917859
Insult0.0198058
Profanity0.032894265
Threat0.13127698
Severe Toxicity0.010299683
Low Tox 0.1460314 Low Con 0.276 Unverified_Claim
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and …
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and works then comes home. This year she can not find a job because all the Indians have taken the jobs. I love diversity, but this is getting out of hand. I grew up in Brampton and In 1989 my parents moved us north because they could see how Brampton was turning into what it is today. Great video
Identity Attack0.12556632
Insult0.033570543
Profanity0.02836696
Threat0.010084574
Severe Toxicity0.007019043
Low Tox 0.14429577 Constructive 0.802 Personal_Narrative
Feb 3, 2026 6 likes Inside Canada's Indian Invasion...
In Europe the bike guy with helmet would get in trouble because of hate speach... how is it in canada?
In Europe the bike guy with helmet would get in trouble because of hate speach... how is it in canada?
Identity Attack0.06795148
Insult0.059061307
Profanity0.014600786
Threat0.008103873
Severe Toxicity0.0027275085
Low Tox 0.14429577 Moderate Con 0.339 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm more shocked that the driver who is smuggling peeps, said that he is a permanent residence, meanwhile he doesn't even speak an English on normal level to get it
I'm more shocked that the driver who is smuggling peeps, said that he is a permanent residence, meanwhile he doesn't even speak an English on normal level to get it
Identity Attack0.010063417
Insult0.06267534
Profanity0.025360947
Threat0.008686432
Severe Toxicity0.0027656555
Low Tox 0.14429577 Constructive 0.511 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Send these guys home and get them to apply properly FFS.
Send these guys home and get them to apply properly FFS.
Identity Attack0.011025362
Insult0.04090862
Profanity0.03615085
Threat0.030623792
Severe Toxicity0.0047683716
Low Tox 0.14429577 Low Con 0.134 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
CEO of Youtube was def responsible for this video getting taken down
CEO of Youtube was def responsible for this video getting taken down
Identity Attack0.013646871
Insult0.029163294
Profanity0.047674157
Threat0.013702838
Severe Toxicity0.0042533875
Low Tox 0.14429577 Low Con 0.254 Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
Kids go to school and get a trade
Kids go to school and get a trade
Identity Attack0.020681098
Insult0.039737478
Profanity0.028230323
Threat0.008362788
Severe Toxicity0.003604889
Low Tox 0.14256015 Low Con 0.296 Question
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
How did Canadas successive governments failed this nation by getting immigrants who instead of assimilating in Canadian way of life deliberately segregated themselves to create their own country and culture in Canada.Immigrants to this land …
How did Canadas successive governments failed this nation by getting immigrants who instead of assimilating in Canadian way of life deliberately segregated themselves to create their own country and culture in Canada.Immigrants to this land have been destroying way of life in Canada by creating hundreds of countries they came from in Canada.Its scary to even think how all sorts of religious buildings are being built to segregate people based on their own religion and culture!??!
Identity Attack0.109318495
Insult0.032799274
Profanity0.011031146
Threat0.007365964
Severe Toxicity0.0031661987
Low Tox 0.14256015 Constructive 0.505
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Trump said he was going to build a wall , and Mexico was gonna pay for it. Then he gets in a second time and he did build a wall , and Mexico and Canada …
Trump said he was going to build a wall , and Mexico was gonna pay for it. Then he gets in a second time and he did build a wall , and Mexico and Canada are paying for it. Brilliant!
Identity Attack0.09741807
Insult0.031807642
Profanity0.01220964
Threat0.011508608
Severe Toxicity0.0040245056
Low Tox 0.14256015 Low Con 0.264 Humor_Satire
Feb 18, 2026 LILLEY UNLEASHED: The fall of …

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.