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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: "WE NEED TO DO WHAT …" 2,035 comments · Page 62 of 82
We have enough unemployed citizens and permanent residents already here. No need to bring in a single person.
We have enough unemployed citizens and permanent residents already here. No need to bring in a single person.
Identity Attack0.013646871
Insult0.026831545
Profanity0.009570839
Threat0.0068999166
Severe Toxicity0.0016498566
Low Tox 0.063423134 Moderate Con 0.37 Economic_Argument
Jan 19, 2026 13 likes Why Canada’s immigration system has …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
🇨🇦 I disagree with premise that only "high skill" immigrants should come. Economies need ALL types of workers & those low skill jobs have to be done by someone. According to free trade economics, open …
🇨🇦 I disagree with premise that only "high skill" immigrants should come. Economies need ALL types of workers & those low skill jobs have to be done by someone. According to free trade economics, open borders would maximize world GDP. As for housing market, why not let housing be more mobile & smaller, tiny homes.
Identity Attack0.036620867
Insult0.021997316
Profanity0.010467518
Threat0.006149062
Severe Toxicity0.0013828278
Low Tox 0.063027434 Constructive 0.746
Jun 19, 2025 How Canada broke its immigration …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is hard to find work that matches their qualifications. This is the reality. Most immigrants end up doing physically demanding jobs, for low pay and often part-time, and this situation can last for years. Eventually, some start thinking about returning to their home country.This is what you need to know as a Canadian immigrant: this is the truth.
Identity Attack0.038683333
Insult0.023479814
Profanity0.012482914
Threat0.006641001
Severe Toxicity0.0016498566
Low Tox 0.063027434 Constructive 0.579 Personal_Narrative
Feb 6, 2026 1 likes Why Canada’s immigration system has …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is hard to find work that matches their qualifications. This is the reality. Most immigrants end up doing physically demanding jobs, for low pay and often part-time, and this situation can last for years. Eventually, some start thinking about returning to their home country.This is what you need to know as a Canadian immigrant: this is the truth.
Identity Attack0.038683333
Insult0.023479814
Profanity0.012482914
Threat0.006641001
Severe Toxicity0.0016498566
Low Tox 0.063027434 Constructive 0.579 Personal_Narrative
Feb 6, 2026 1 likes How Canada broke its immigration …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously inform themselves. Without immigration Canada's pension system would fail all people over 65.
Identity Attack0.04177703
Insult0.01838776
Profanity0.010604155
Threat0.0065180166
Severe Toxicity0.0012302399
Low Tox 0.063027434 Constructive 0.665 Moral_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They need to go, baby.
They need to go, baby.
Identity Attack0.005253696
Insult0.019161236
Profanity0.017504321
Threat0.013631714
Severe Toxicity0.0023078918
Low Tox 0.06263174 Low Con 0.215 Policy_Critique
Nov 22, 2025 23 likes Quebec Ends Economic Immigration Program …
The first thing that needs to happen is to take the multiculturalism rule out of the charter of rights. Go ahead, be multi cultural but within the 4 walls of your house. If you are …
The first thing that needs to happen is to take the multiculturalism rule out of the charter of rights. Go ahead, be multi cultural but within the 4 walls of your house. If you are unable to assimilate and learn the language and adopt the culture of the place you'd like to potentially call home then perhaps it isn't quite home then is it?
Identity Attack0.036878675
Insult0.018129934
Profanity0.012722028
Threat0.007857903
Severe Toxicity0.0016403198
Low Tox 0.06263174 Moderate Con 0.473 Policy_Critique
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
There’s nothing down there I need to see or do that bad to be treated like a criminal
There’s nothing down there I need to see or do that bad to be treated like a criminal
Identity Attack0.0035630031
Insult0.009448885
Profanity0.0001628137
Threat0.010949813
Severe Toxicity0.000013081967
Low Tox 0.06238377 Comparative_Framing
Dec 9, 2025 15 likes
America has nothing Canada needs,especially Donald Trump.
America has nothing Canada needs,especially Donald Trump.
Identity Attack0.0064120363
Insult0.03198573
Profanity0.00012539669
Threat0.00038036652
Severe Toxicity0.0000038658154
Low Tox 0.062322762
Dec 8, 2025 1 likes
Canadians need to stay as far away from the USA as we can. I have absolutely no sympathy for any Canadian who is abused, arrested, detained, or otherwise harassed by American authorities.
Canadians need to stay as far away from the USA as we can. I have absolutely no sympathy for any Canadian who is abused, arrested, detained, or otherwise harassed by American authorities.
Identity Attack0.060815755
Insult0.0054495744
Profanity0.00009033835
Threat0.0011450568
Severe Toxicity0.000008170178
Low Tox 0.061566275
Dec 9, 2025
I am concerned about the comments here! Right now we need to welcome people from the US escaping ICE! We need to be humane! I agree that we need to be discerning to risky people, …
I am concerned about the comments here! Right now we need to welcome people from the US escaping ICE! We need to be humane! I agree that we need to be discerning to risky people, and there needs to be limits. But this is an emergency situation! We need to help good people who are at risk and just wanting a better life! How would you like to be in their shoes?? It would be scary! Lets be the safe place to land for these good people!! Even though I am tenth generation Canadian, we are all immigrants except for the First Nations People.
Identity Attack0.024600167
Insult0.024640027
Profanity0.01627459
Threat0.0077025536
Severe Toxicity0.0018310547
Low Tox 0.06104896 Constructive 0.859
Dec 29, 2025 Deportations From Canada at Their …
Is it india or Canada ? Does Canada need a mister Trump ?.
Is it india or Canada ? Does Canada need a mister Trump ?.
Identity Attack0.022188433
Insult0.024124376
Profanity0.011782649
Threat0.006653947
Severe Toxicity0.0015544891
Low Tox 0.06104896 Low Con 0.161 Question
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, …
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, and plus there will be local Canadian students. This is a monumental fraud which needs to stop. Even USA with 9x population and economy doesnt have so many students
Identity Attack0.016460562
Insult0.026960457
Profanity0.0128245065
Threat0.006272047
Severe Toxicity0.0011968613
Low Tox 0.06065326 Constructive 0.538
Sep 30, 2025 1 likes IRCC Names India in Study …
They just cutting from the middle, they need to take care of the source, Who are giving them study permits ? This will get better when they are gone.
They just cutting from the middle, they need to take care of the source, Who are giving them study permits ? This will get better when they are gone.
Identity Attack0.0045692353
Insult0.021868404
Profanity0.013473531
Threat0.011379151
Severe Toxicity0.0015449524
Low Tox 0.06065326 Moderate Con 0.323 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …
In canada you dont need a canadian DL to drive on the road.
In canada you dont need a canadian DL to drive on the road.
Identity Attack0.04048799
Insult0.020966014
Profanity0.012926984
Threat0.007197669
Severe Toxicity0.0020980835
Low Tox 0.06025757 Moderate Con 0.359 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
How they can be permanent if own citizen suffering for jobless must better they dont promise to the immigrant and focus to the citizen who needed too
Identity Attack0.037394293
Insult0.019419061
Profanity0.011184863
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.06025757 Moderate Con 0.408 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The indian guy literally said he and his wife came as a nurse... which is much needed in Canada... where the others you interviewed vetted when they came into the country? what was their 'hard …
The indian guy literally said he and his wife came as a nurse... which is much needed in Canada... where the others you interviewed vetted when they came into the country? what was their 'hard work' that got them qualified to come in
Identity Attack0.04667538
Insult0.018967867
Profanity0.012687869
Threat0.006149062
Severe Toxicity0.0015258789
Low Tox 0.06025757 Constructive 0.518 Question
Sep 30, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not …
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not purely Indian festivals, but mixed culture festivals. That would build more understanding and friendlier relations. The earlier generations of Indian immigrants in this video look like they have integrated well identifying as both Indian and Canadian. That's the ideal, I feel.
Identity Attack0.05976611
Insult0.017743196
Profanity0.012551232
Threat0.006427396
Severe Toxicity0.001745224
Low Tox 0.059974585 Constructive 0.769
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Love bike guy we need more of him 😂
Love bike guy we need more of him 😂
Identity Attack0.0059936526
Insult0.02122384
Profanity0.027820412
Threat0.009903334
Severe Toxicity0.0034332275
Low Tox 0.059727192 Moderate Con 0.408 Humor_Satire
Feb 6, 2026 Inside Canada's Indian Invasion...
Country’s broken need to wake up and fix
Country’s broken need to wake up and fix
Identity Attack0.008250522
Insult0.021803947
Profanity0.01846078
Threat0.010809537
Severe Toxicity0.0020694733
Low Tox 0.059727192 Low Con 0.132 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
As one gentleman was saying they don't pay taxes... that has no facts, that is only his opinion. Every immigrat i know works two jobs to succeed and pays his or her share of taxes. …
As one gentleman was saying they don't pay taxes... that has no facts, that is only his opinion. Every immigrat i know works two jobs to succeed and pays his or her share of taxes. Some of these individuals interviewed had now knowledge but just opinion. The host should be asking experts not just random people. When we need a kidney transplant, we see specific specialist, not random people on the street. To fix any issues in our society, we need to interview experts, not option based people
Identity Attack0.021585498
Insult0.026315894
Profanity0.014498309
Threat0.0066927844
Severe Toxicity0.0013923645
Low Tox 0.059479803 Constructive 0.807 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thanks to this video, I.C.E got what they needed 👀
Thanks to this video, I.C.E got what they needed 👀
Identity Attack0.00899048
Insult0.017227544
Profanity0.026454043
Threat0.011586283
Severe Toxicity0.0042152405
Low Tox 0.059479803 Moderate Con 0.335 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
YOU CANADIANS NEED THEM
YOU CANADIANS NEED THEM
Identity Attack0.03919895
Insult0.018258847
Profanity0.017367685
Threat0.011327368
Severe Toxicity0.0033569336
Low Tox 0.059479803 Low Con 0.228 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something …
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something really really slow process ..need more authority ,power and independent reporting to border authorities and new appointments from.canadian rooted candidates
Identity Attack0.016259583
Insult0.02708937
Profanity0.013780965
Threat0.0071199946
Severe Toxicity0.0014019012
Low Tox 0.059479803 Constructive 0.566 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …

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.