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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

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Active: "This was very depressing." 25 comments
We are all dealing with this. If you work in tech this has been slapping you in the face for some time. It is all so fucking depressing. I cannot fucking believe muh food was …
We are all dealing with this. If you work in tech this has been slapping you in the face for some time. It is all so fucking depressing. I cannot fucking believe muh food was an actual argument.
Identity Attack0.026007013
Insult0.26957804
Profanity0.8089582
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.681338 Moderate Con 0.497 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Realle depressing to see beautiful country changing into 3rd world shithole.
Realle depressing to see beautiful country changing into 3rd world shithole.
Identity Attack0.2846865
Insult0.4986907
Profanity0.67055607
Threat0.00866054
Severe Toxicity0.10702737
Moderate 0.6667219 Low Con 0.277 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
That woman crying is pathetic she needs to get angry not depressed.
That woman crying is pathetic she needs to get angry not depressed.
Identity Attack0.18002926
Insult0.64537907
Profanity0.26641908
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.62702215 Low Con 0.236 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Identity Attack0.55044734
Insult0.36798462
Profanity0.10549548
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.308 Identity Attack Identity_Assertion
Dec 18, 2025 Inside Canada's Indian Metropolis (Brampton)
@16:39!!! This!!!! If you love your culture so much THEN STAY IN YOUR COUNTRY. This place has become so unbearable and depressing!
@16:39!!! This!!!! If you love your culture so much THEN STAY IN YOUR COUNTRY. This place has become so unbearable and depressing!
Identity Attack0.37361985
Insult0.2817503
Profanity0.04491858
Threat0.00967031
Severe Toxicity0.016125489
Moderate 0.39842087 Moderate Con 0.433 Identity_Assertion
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Identity Attack0.4054415
Insult0.26957804
Profanity0.038655918
Threat0.008090926
Severe Toxicity0.014769804
Moderate 0.37073207 Moderate Con 0.357 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Jesus is this depressing.
Jesus is this depressing.
Identity Attack0.22707681
Insult0.26957804
Profanity0.1067334
Threat0.00780612
Severe Toxicity0.010528564
Moderate 0.36043653 Moderate Con 0.407 Meta_Commentary
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a cold and depressing country
Canada is a cold and depressing country
Identity Attack0.36702603
Insult0.24287975
Profanity0.058946952
Threat0.008013252
Severe Toxicity0.01412424
Moderate 0.3260917 Moderate Con 0.305 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
(Flees gang violence, applying for Asylum) _ Creates and joins gangs in Canada when they arrive. Becomes liasons for the old gangs they fled from. Their community fears the police... (because back where they are …
(Flees gang violence, applying for Asylum) _ Creates and joins gangs in Canada when they arrive. Becomes liasons for the old gangs they fled from. Their community fears the police... (because back where they are from, the Police is corrupt and works with gangs.) Thus they perpetuate the cycle by not calling out the individuals and help gang-busting units. Canada then starts enabling this. By kid-gloving migrants, non-permanent residents, Visa holders. Judges arent helping either. BAIL, BAIL, BAIL $$$. And thus Crime is imported. Religious extremists call out xyz-phobia. Etc... I was told that my struggles, my hard work. My self-imprivement and all of the trials I got througb are "A priviledge" that I have it better than xyz. And I get demeaned for my skin colour, and that I was born in Canada so I (must have is good) _ right? As a french-Canadian. English Canadians shit on me. As a woman, I get judged as a Tomboy and asked if I'm a Lesbian (no. I just like video games and Cars), and get judged by my skin whenever I claw myself out of a challenge or find some stability and happiness. Colonizer, slaveowner, cracker, priviledged, cooshie, freerider, racist, kkk, nazi. White supremacist, faschist, etc... Its enough to infuriate anyone. And you'd think we got away from being racist. Of using slanderous namecalling. Its depressing.
Identity Attack0.16993292
Insult0.20668297
Profanity0.02344803
Threat0.02803385
Severe Toxicity0.008735657
Low Tox 0.27412915 Constructive 0.648
Aug 25, 2025 Why Canadians Are Turning Against …
This video was very, very depressing because it is 100 percent accurate.
This video was very, very depressing because it is 100 percent accurate.
Identity Attack0.012842959
Insult0.056719027
Profanity0.07514556
Threat0.009100696
Severe Toxicity0.0074768066
Low Tox 0.24603334 Moderate Con 0.431
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the question is why they come from their countries and turn the other countries into their country again? maybe one of the reasons native Canadians are homeless and poor is because they feel that they do not have their culture anymore...they literally had the rug pulled from under them...it is depressing and distressful...they have been discarded and left totally unprotected
Identity Attack0.19100772
Insult0.06564732
Profanity0.02344803
Threat0.0072235605
Severe Toxicity0.0049972534
Low Tox 0.18744208 Constructive 0.612 Identity_Assertion
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Recruiting foreign military is a bad idea....war i would assume is a very demanding and depressing time which means troops has to be highly motivated, loyal and patriotic. I fail to see a foreign "mercenary" …
Recruiting foreign military is a bad idea....war i would assume is a very demanding and depressing time which means troops has to be highly motivated, loyal and patriotic. I fail to see a foreign "mercenary" having these traits to defend the honour of Canada.
Identity Attack0.06158508
Insult0.07428485
Profanity0.016821137
Threat0.00789674
Severe Toxicity0.0022411346
Low Tox 0.1537979 Constructive 0.54 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It's so refreshing to leave Canada!!!!! It's so depressing to come back.
It's so refreshing to leave Canada!!!!! It's so depressing to come back.
Identity Attack0.06476828
Insult0.035333443
Profanity0.012585391
Threat0.0071847234
Severe Toxicity0.0031089783
Low Tox 0.1182615 Moderate Con 0.424 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
I'm a white American. When I was a teenager, I suffered from extreme depression and mental health issues. Indian Buddhist meditation and Ayurvedic psychology completely cured me. Thank you India🙏❤
I'm a white American. When I was a teenager, I suffered from extreme depression and mental health issues. Indian Buddhist meditation and Ayurvedic psychology completely cured me. Thank you India🙏❤
Identity Attack0.10221587
Insult0.023221988
Profanity0.025770858
Threat0.009281937
Severe Toxicity0.0043296814
Low Tox 0.11192002 Constructive 0.681
Oct 28, 2025 23 likes Inside Canada's Indian Metropolis (Brampton)
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken …
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken vacations or time off. The system has failed me tremendously. I was denied second stage and transitional housing 3 times with out reason. I was discharged from shelters where I was the only one working on my betterment while others continued with poor habits such as depression, laziness and addictions. I wish I had political power because boy oh boy, things would change drastically.
Identity Attack0.019977676
Insult0.038566336
Profanity0.019622196
Threat0.00713294
Severe Toxicity0.0022792816
Low Tox 0.09785384 Constructive 0.775
Aug 28, 2025 13 likes Why Canadians Are Turning Against …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
Honestly it's so depressing i don't even wan't to watch the video. Reason alot of the people i know have moved out of big cities.
Honestly it's so depressing i don't even wan't to watch the video. Reason alot of the people i know have moved out of big cities.
Identity Attack0.007547563
Insult0.018258847
Profanity0.02167175
Threat0.008272167
Severe Toxicity0.001821518
Low Tox 0.063423134 Constructive 0.518 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Very depressing
Very depressing
Identity Attack0.0042177555
Insult0.018065477
Profanity0.019212283
Threat0.0077802283
Severe Toxicity0.0019836426
Low Tox 0.056758508 Moderate Con 0.421
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This was very depressing.
This was very depressing.
Identity Attack0.0029228306
Insult0.01632893
Profanity0.017504321
Threat0.0076637166
Severe Toxicity0.0014305115
Low Tox 0.048594624 Moderate Con 0.397 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Very depressing to watch in real time.
Very depressing to watch in real time.
Identity Attack0.00258985
Insult0.017012933
Profanity0.013371054
Threat0.0067251488
Severe Toxicity0.0011205673
Low Tox 0.040183347 Moderate Con 0.344 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
Feels like are back in Great Depression and Government is living and admiring history?
Feels like are back in Great Depression and Government is living and admiring history?
Identity Attack0.004328749
Insult0.014390918
Profanity0.010723713
Threat0.0063950317
Severe Toxicity0.0008678436
Low Tox 0.028385026 Low Con 0.207
Jan 15, 2026 Canada’s new rules in 2026
Be afraid, be very afraid. Stay in bed and be depressed
Be afraid, be very afraid. Stay in bed and be depressed
Identity Attack0.00069617055
Insult0.0035295866
Profanity0.00013086984
Threat0.005081777
Severe Toxicity0.000013012228
Low Tox 0.02625888
Dec 7, 2025
If we have a recession, depression, this will speed up.
If we have a recession, depression, this will speed up.
Identity Attack0.00005759599
Insult0.00016287906
Profanity0.000020589543
Threat0.000022966371
Severe Toxicity0.0000020571622
Low Tox 0.0004135096
Apr 18, 2025 3 likes

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.