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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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Active: "There was not a need …" 2,035 comments · Page 64 of 82
Need to close our boarders and get our country back to were it was, and than do it right.
Need to close our boarders and get our country back to were it was, and than do it right.
Identity Attack0.010433395
Insult0.018774498
Profanity0.011492296
Threat0.008945347
Severe Toxicity0.0017547607
Low Tox 0.054531995 Moderate Con 0.341
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Its all the rich and powerful that can exploit cheap labour that are in favour of immigration. Most Canadians cant find jobs, most of the average population is struggling, its unfortunate our government for the …
Its all the rich and powerful that can exploit cheap labour that are in favour of immigration. Most Canadians cant find jobs, most of the average population is struggling, its unfortunate our government for the past decade has only been listening to the needs of the rich
Identity Attack0.024801146
Insult0.0233509
Profanity0.010143006
Threat0.0062396824
Severe Toxicity0.0010919571
Low Tox 0.054531995 Moderate Con 0.493 Economic_Argument
Feb 13, 2026 Why Canada’s immigration system has …
The first thing you absolutely need to do when you immigrate to a country that doesn't speak your language is to learn it. Period.
The first thing you absolutely need to do when you immigrate to a country that doesn't speak your language is to learn it. Period.
Identity Attack0.027011903
Insult0.014504919
Profanity0.01354185
Threat0.006479179
Severe Toxicity0.0011539459
Low Tox 0.054037213 Low Con 0.238 Policy_Critique
Sep 7, 2025 7 likes Why Canadians Are Turning Against …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we paid for for generations, leftists socialists are a scurge to western countries
Identity Attack0.03196092
Insult0.022082696
Profanity0.0004453918
Threat0.0006199462
Severe Toxicity0.00008084203
Low Tox 0.05328201 Identity_Assertion
Apr 16, 2025
i was born and raised just south of Brampton, you've hit the nail on the head here.. beyond its core it just exists to feed itself, more grocery stores and timmies because the more houses …
i was born and raised just south of Brampton, you've hit the nail on the head here.. beyond its core it just exists to feed itself, more grocery stores and timmies because the more houses they build, the more grocery stores and timmies they'll need. the town exists as a bedroom city to Toronto/Mississauga and beyond.
Identity Attack0.005956655
Insult0.025800243
Profanity0.014395831
Threat0.006874025
Severe Toxicity0.0015258789
Low Tox 0.05304765 Constructive 0.741 Personal_Narrative
Sep 20, 2025 45 likes Inside Canada's Indian Metropolis (Brampton)
I've lived here over 30yrs, if I can't afford rent I will need more than one box of tissue
I've lived here over 30yrs, if I can't afford rent I will need more than one box of tissue
Identity Attack0.005438685
Insult0.015644927
Profanity0.020851927
Threat0.009256045
Severe Toxicity0.00207901
Low Tox 0.05304765 Constructive 0.565 Personal_Narrative
Jan 19, 2026 2.9 million Canadian temporary visas …
As a indo-canadian born here something needs to be done. We need to make More noise. We all need to pressure the government more and get them to change the rules now and not slowly …
As a indo-canadian born here something needs to be done. We need to make More noise. We all need to pressure the government more and get them to change the rules now and not slowly 😢.
Identity Attack0.021183543
Insult0.017163089
Profanity0.01261955
Threat0.010731863
Severe Toxicity0.0016784668
Low Tox 0.05280026 Constructive 0.612
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is going to be America soon Think of that. You need more,to fight
Canada is going to be America soon Think of that. You need more,to fight
Identity Attack0.014350293
Insult0.014352918
Profanity0.013268576
Threat0.016638106
Severe Toxicity0.0022792816
Low Tox 0.05255287 Low Con 0.155
Jan 8, 2026 Inside Canada's Indian Metropolis (Brampton)
People arent having kids because canada isnt prosperous enough to support families. Then they import people and we dont have the infrastructure to support them. The govnt needs those tax dollars. And people that will …
People arent having kids because canada isnt prosperous enough to support families. Then they import people and we dont have the infrastructure to support them. The govnt needs those tax dollars. And people that will get milked for them.
Identity Attack0.010507392
Insult0.023995465
Profanity0.013712646
Threat0.0068869707
Severe Toxicity0.0013446808
Low Tox 0.05255287 Moderate Con 0.313
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Let's let trump come up here become part of the fifty first state, and let trump bring ice and let them do their thing.That's what we need
Let's let trump come up here become part of the fifty first state, and let trump bring ice and let them do their thing.That's what we need
Identity Attack0.0071405866
Insult0.019096779
Profanity0.013712646
Threat0.011456826
Severe Toxicity0.0021076202
Low Tox 0.05255287 Low Con 0.246 Call_To_Action
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada 🇨🇦 needs more Indian……Canada should sign free trade and labor deal with India 🇮🇳
Canada 🇨🇦 needs more Indian……Canada should sign free trade and labor deal with India 🇮🇳
Identity Attack0.046159767
Insult0.0151129225
Profanity0.01174849
Threat0.0067834044
Severe Toxicity0.0018978119
Low Tox 0.05230548 Low Con 0.164 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians need the jobs!!!!
Canadians need the jobs!!!!
Identity Attack0.07855553
Insult0.004643395
Profanity0.00010958474
Threat0.0007404929
Severe Toxicity0.000007705613
Low Tox 0.05195343 Economic_Argument
Apr 16, 2025 1 likes
The problem is there paying for their driver's license. They are not qualified to drive and they need to investigate the DMV up there
The problem is there paying for their driver's license. They are not qualified to drive and they need to investigate the DMV up there
Identity Attack0.002848835
Insult0.028281843
Profanity0.011082385
Threat0.006427396
Severe Toxicity0.0009584427
Low Tox 0.051810697 Low Con 0.287 Policy_Critique
Jan 29, 2026 77 likes Inside Canada's Indian Invasion...
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country fell apart.
Identity Attack0.030433474
Insult0.018645585
Profanity0.010911589
Threat0.0066927844
Severe Toxicity0.0013446808
Low Tox 0.051810697 Moderate Con 0.409 Identity_Assertion
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It is time to scrap All the fancy initials such as UN, WEF, NGO, COP, Etc. And use the constitution and elected government to run the country. There must also be a loyal opposition to …
It is time to scrap All the fancy initials such as UN, WEF, NGO, COP, Etc. And use the constitution and elected government to run the country. There must also be a loyal opposition to hold the government to account. We need transparency and accountability to stop corruption,
Identity Attack0.005512681
Insult0.025800243
Profanity0.01127026
Threat0.0071717775
Severe Toxicity0.0009727478
Low Tox 0.051563308 Moderate Con 0.372 Policy_Critique
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
Be prepared to the outcome that the North American Free Trade Agreement is completely dead and out of touch for at least 5 years! Canada needs to be tough, smart and practical in facing the …
Be prepared to the outcome that the North American Free Trade Agreement is completely dead and out of touch for at least 5 years! Canada needs to be tough, smart and practical in facing the reality.
Identity Attack0.006955597
Insult0.021481665
Profanity0.011902207
Threat0.008815889
Severe Toxicity0.0014972687
Low Tox 0.051563308 Low Con 0.3
Jan 3, 2026 3 likes New rules, regulations take effect …
Because th3 government has let business hire immigrants who are subsidized by them and companies take the jobs for canadian citizens and give to them if not they have to pay higher wages to us …
Because th3 government has let business hire immigrants who are subsidized by them and companies take the jobs for canadian citizens and give to them if not they have to pay higher wages to us that is needed and thats how
Identity Attack0.034816213
Insult0.017485369
Profanity0.012073003
Threat0.006149062
Severe Toxicity0.0015068054
Low Tox 0.05131592 Moderate Con 0.314 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
God bless the green shirt woman. What she said is all you need to know.
God bless the green shirt woman. What she said is all you need to know.
Identity Attack0.015254694
Insult0.020837102
Profanity0.014669105
Threat0.0067057298
Severe Toxicity0.0013923645
Low Tox 0.05131592 Moderate Con 0.398 Meta_Commentary
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
THIS IS A PRIME EXAMPLE FOR LIBERAL VOTERS TO WAKE UP BEFORE CANADA NEEDS ICE
THIS IS A PRIME EXAMPLE FOR LIBERAL VOTERS TO WAKE UP BEFORE CANADA NEEDS ICE
Identity Attack0.01274247
Insult0.0233509
Profanity0.010587076
Threat0.0075083673
Severe Toxicity0.0018024445
Low Tox 0.051068526 Low Con 0.178 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bro you need to do more of this, come to Singapore
Bro you need to do more of this, come to Singapore
Identity Attack0.013646871
Insult0.01632893
Profanity0.02249157
Threat0.011275585
Severe Toxicity0.0030708313
Low Tox 0.051068526 Moderate Con 0.361
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian sleeping in their Cars🚙 in extreme cold weather conditions can’t find jobs / affordable housing our youths need job/affordable housing / future Our Gov. Must step in to clear the mess
Canadian sleeping in their Cars🚙 in extreme cold weather conditions can’t find jobs / affordable housing our youths need job/affordable housing / future Our Gov. Must step in to clear the mess
Identity Attack0.022590388
Insult0.02103047
Profanity0.010467518
Threat0.006420923
Severe Toxicity0.0018024445
Low Tox 0.050821137 Moderate Con 0.459 Economic_Argument
Jan 18, 2026 3 likes 2.9 million Canadian temporary visas …
Man on the bike needs be in charge of the country
Man on the bike needs be in charge of the country
Identity Attack0.007288578
Insult0.021288296
Profanity0.014771583
Threat0.008000307
Severe Toxicity0.001745224
Low Tox 0.050078966 Low Con 0.16 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following …
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following all the signs on the road. I’ve never seen so much car accident and too much car on the road. Why it is easy for them now to get a license. We need to remember driving in other country is not the same here. Also even your credit score is bad, even your salary is not good the car company gives you a car easily with hight interest. Thats also need to be check
Identity Attack0.007806548
Insult0.027218282
Profanity0.013131939
Threat0.0071588317
Severe Toxicity0.0016307831
Low Tox 0.049336795 Constructive 0.614 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …
We need less laws
We need less laws
Identity Attack0.011839314
Insult0.01313691
Profanity0.014156717
Threat0.008116818
Severe Toxicity0.0015258789
Low Tox 0.049336795 Low Con 0.193
Jan 13, 2026 Canada’s new rules in 2026
We need to stop this
We need to stop this
Identity Attack0.006696612
Insult0.011882903
Profanity0.01982715
Threat0.015774792
Severe Toxicity0.0021839142
Low Tox 0.049336795 Moderate Con 0.314 Call_To_Action
Jan 27, 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.