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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

click to expand

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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30,738 comments · Page 892 of 1230
Canada’s government is out of control. Immigration levels have exploded far beyond what housing, jobs, and infrastructure can support. With roughly 2.9 million temporary residents in the system, affordability has collapsed rent, food, and services …
Canada’s government is out of control. Immigration levels have exploded far beyond what housing, jobs, and infrastructure can support. With roughly 2.9 million temporary residents in the system, affordability has collapsed rent, food, and services are stretched to the breaking point. When permits expire, people must return home as the system was designed, not be quietly rolled over. Immigration has to match capacity. Bring people when there are jobs and homes not when the cost of living is already crushing everyone. Fix Canada first, then expand responsibly.
Identity Attack0.019374741
Insult0.028171662
Profanity0.01261955
Threat0.0067316215
Severe Toxicity0.001707077
Low Tox 0.063423134 Constructive 0.563 Economic_Argument
Jan 15, 2026 61 likes 2.9 million Canadian temporary visas …
Dude on bike definitely got his play button stuck.
Dude on bike definitely got his play button stuck.
Identity Attack0.0031263188
Insult0.026702631
Profanity0.017572641
Threat0.008129764
Severe Toxicity0.0017261505
Low Tox 0.063423134 Low Con 0.243 Meta_Commentary
Jan 27, 2026 24 likes Inside Canada's Indian Invasion...
Update!!!! Dude on the bike was arrested and charged for being honest. Oh canada 🍁
Update!!!! Dude on the bike was arrested and charged for being honest. Oh canada 🍁
Identity Attack0.015254694
Insult0.025929155
Profanity0.011014067
Threat0.009204263
Severe Toxicity0.0020313263
Low Tox 0.063423134 Moderate Con 0.402 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
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...
0:13 😂😂😂😂😂😂😂😂😂😂😂😂😂😂 this is spot on accurate god bless this man 0:20
0:13 😂😂😂😂😂😂😂😂😂😂😂😂😂😂 this is spot on accurate god bless this man 0:20
Identity Attack0.00984143
Insult0.016632931
Profanity0.03339528
Threat0.011689849
Severe Toxicity0.0059127808
Low Tox 0.063423134 Low Con 0.296
Jan 27, 2026 Inside Canada's Indian Invasion...
Well its about time to ditch English as the official language.
Well its about time to ditch English as the official language.
Identity Attack0.041003603
Insult0.016860934
Profanity0.015659723
Threat0.008686432
Severe Toxicity0.0021266937
Low Tox 0.063423134 Low Con 0.156
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The guy with the bike is the highlight😂me 100%
The guy with the bike is the highlight😂me 100%
Identity Attack0.008139528
Insult0.02122384
Profanity0.029596692
Threat0.009825659
Severe Toxicity0.0031280518
Low Tox 0.063423134 Moderate Con 0.362 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
Ahahaha I’m born and raised in Canada Quebec your 100% correct we have been taken over
Ahahaha I’m born and raised in Canada Quebec your 100% correct we have been taken over
Identity Attack0.024198212
Insult0.022319598
Profanity0.015693882
Threat0.0066086366
Severe Toxicity0.0020599365
Low Tox 0.063423134 Constructive 0.53 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
51st state - elbows fown 😂😂😂
51st state - elbows fown 😂😂😂
Identity Attack0.005956655
Insult0.021288296
Profanity0.018665737
Threat0.0089712385
Severe Toxicity0.002632141
Low Tox 0.063423134 Low Con 0.247 Humor_Satire
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
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 …
They took over canada
They took over canada
Identity Attack0.021083053
Insult0.016860934
Profanity0.017709278
Threat0.0130621
Severe Toxicity0.0024986267
Low Tox 0.063423134 Moderate Con 0.337 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
That bike dude!!!!🎉🎉🎉🎉🎉😂
That bike dude!!!!🎉🎉🎉🎉🎉😂
Identity Attack0.00621564
Insult0.018065477
Profanity0.033144772
Threat0.011172019
Severe Toxicity0.004272461
Low Tox 0.063423134 Moderate Con 0.402 Humor_Satire
Jan 28, 2026 36 likes Inside Canada's Indian Invasion...
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 …
Just boycott them!
Just boycott them!
Identity Attack0.0021876218
Insult0.0053236084
Profanity0.00009661209
Threat0.024082309
Severe Toxicity0.00001165654
Low Tox 0.06322011 Call_To_Action
Dec 7, 2025 20 likes
What canada gain from interactional m stude nts indian Pakistanis or mùùusuú
What canada gain from interactional m stude nts indian Pakistanis or mùùusuú
Identity Attack0.13429825
Insult0.008313254
Profanity0.00066907116
Threat0.0008259947
Severe Toxicity0.000011934943
Low Tox 0.06321071
Apr 19, 2025
When you get to the border, wave your old German flag and they won't even slow you down, just wave you through.
When you get to the border, wave your old German flag and they won't even slow you down, just wave you through.
Identity Attack0.0081775775
Insult0.009113805
Profanity0.00013755058
Threat0.012977482
Severe Toxicity0.000012810299
Low Tox 0.06302968 Humor_Satire
Dec 8, 2025 1 likes
Based on the number of people from India driving around New Brunswick with vehicles displaying Ontario plates, I would say a great number of those missing students are living here now.
Based on the number of people from India driving around New Brunswick with vehicles displaying Ontario plates, I would say a great number of those missing students are living here now.
Identity Attack0.04512853
Insult0.0198058
Profanity0.012175481
Threat0.006874025
Severe Toxicity0.0016784668
Low Tox 0.063027434 Constructive 0.631
Sep 28, 2025 173 likes IRCC Names India in Study …
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 …
Unbelieveable!! The excuses
Unbelieveable!! The excuses
Identity Attack0.0032188136
Insult0.02264188
Profanity0.017572641
Threat0.007365964
Severe Toxicity0.0016880035
Low Tox 0.063027434 Low Con 0.226 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
You got to give it to Canadians, they are very chill
You got to give it to Canadians, they are very chill
Identity Attack0.04538634
Insult0.019676886
Profanity0.019895468
Threat0.009307829
Severe Toxicity0.0027275085
Low Tox 0.063027434 Moderate Con 0.367 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
North America is done😮
North America is done😮
Identity Attack0.019073274
Insult0.016936934
Profanity0.026044132
Threat0.011612174
Severe Toxicity0.0037002563
Low Tox 0.063027434 Low Con 0.251 Fear_Threat
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Its not the immigration. It's Liberal government allowing people to be divided. It's shows everyone
Its not the immigration. It's Liberal government allowing people to be divided. It's shows everyone
Identity Attack0.029144434
Insult0.018774498
Profanity0.013712646
Threat0.0074436385
Severe Toxicity0.0015830994
Low Tox 0.063027434 Moderate Con 0.334 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I think the majority of students from India are using study permits as a way to circumvent going through regular immigration channels.
I think the majority of students from India are using study permits as a way to circumvent going through regular immigration channels.
Identity Attack0.055673428
Insult0.017872108
Profanity0.019075647
Threat0.0074048014
Severe Toxicity0.002155304
Low Tox 0.063027434 Moderate Con 0.43
Oct 7, 2025 IRCC Names India in Study …
We have quite a few Indians moving out to our little town here too. I find them to be hard working and very friendly. They are buying the stores from the Koreans. The ones that …
We have quite a few Indians moving out to our little town here too. I find them to be hard working and very friendly. They are buying the stores from the Koreans. The ones that moved out here are great folks. I have no problem with it. To be honest, so many people that I grew up with have left now so having this influx is helping to revitalize our little towns.
Identity Attack0.06749674
Insult0.01767874
Profanity0.022628209
Threat0.008556974
Severe Toxicity0.00289917
Low Tox 0.063027434 Constructive 0.796 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...

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.