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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

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Active: "WE ARE JUST MATCHING YOUR …" 14 comments
As an indian, I suggest you to visit the T20 world Cup final in Ahmedabad if India qualifies, also visit Srinagar and Shillong. Youtubers like you only visit those bad places of India which even …
As an indian, I suggest you to visit the T20 world Cup final in Ahmedabad if India qualifies, also visit Srinagar and Shillong. Youtubers like you only visit those bad places of India which even I dont like. Visit the mountains, beaches, Forests and cricket matches. You will surely love it.
Identity Attack0.11744241
Insult0.08212569
Profanity0.06044999
Threat0.010058682
Severe Toxicity0.008163452
Low Tox 0.24282593 Constructive 0.585 Meta_Commentary
Feb 20, 2026 Inside Canada's Indian Invasion...
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t …
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t be trusted.
Identity Attack0.023997234
Insult0.14874944
Profanity0.014976538
Threat0.010369381
Severe Toxicity0.0038719177
Low Tox 0.22311419 Low Con 0.223
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Which Africans exactly?? Because the Africans i know are doctors, nurses and IT professionals? Maybe the immigrants in Brampton are matching the people from Brampton.
Which Africans exactly?? Because the Africans i know are doctors, nurses and IT professionals? Maybe the immigrants in Brampton are matching the people from Brampton.
Identity Attack0.27875587
Insult0.06023245
Profanity0.018597418
Threat0.006589218
Severe Toxicity0.0047302246
Low Tox 0.20705862 Moderate Con 0.473 Moral_Argument
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
This is the most biased Canadian propaganda I've ever heard. I was standing in line at city hall in Calgary (paying my past due power bill which I can barely afford, even though I make …
This is the most biased Canadian propaganda I've ever heard. I was standing in line at city hall in Calgary (paying my past due power bill which I can barely afford, even though I make 40k a year.) and watched a flood of immigrants in front of me claiming their 100% free bus passes. Apparently, you need an authorisation letter from welfare to claim your free bus pass, yet, none of them seemed to have documentation that matched their id. One guy picked up six free bus passes with a stack of letters that didn't match his name, or, even surname, at all. The cashiers seemed like they had just given up and handed over the bus passes saying, "next time make sure the person named in the letter is here to pick it up in their free pass person." <sigh>
Identity Attack0.10221587
Insult0.07998765
Profanity0.019280603
Threat0.00756015
Severe Toxicity0.004043579
Low Tox 0.18269104 Constructive 0.613
Oct 13, 2018 How much do refugees and …
An intelligent government would match immigration numbers to housing. But that's what happens when you vote for the least intelligent government of all time.
An intelligent government would match immigration numbers to housing. But that's what happens when you vote for the least intelligent government of all time.
Identity Attack0.039456755
Insult0.0817555
Profanity0.013917602
Threat0.0066733654
Severe Toxicity0.0024032593
Low Tox 0.165053 Low Con 0.198 Policy_Critique
Jan 3, 2026 1 likes New rules, regulations take effect …
This is a lot of lies. The privately funded family that came to my hometown were beneficiaries on $11,000 which matched raised funds. They also got $2600/month for a family of 4 for the 1st …
This is a lot of lies. The privately funded family that came to my hometown were beneficiaries on $11,000 which matched raised funds. They also got $2600/month for a family of 4 for the 1st year.
Identity Attack0.0034777985
Insult0.06953252
Profanity0.017436003
Threat0.0061166976
Severe Toxicity0.0017738342
Low Tox 0.15545623 Constructive 0.591
Nov 9, 2019 How much do refugees and …
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they …
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they calculated Somalia's average IQ of 62 by using figures from a study about malnourished ethiopian child refugees in Israel who arrived off the boats only 1 year earlier. That same study then performed interventions to help those ethiopian child refugees, at which point their average IQ then rose to match their Israeli peers, showing that this problem is indeed fixable. I wholeheartedly agree with this person's points about culture, but the particular source these myths about national IQ have come from is bogus.
Identity Attack0.07591068
Insult0.032248367
Profanity0.028640235
Threat0.010214032
Severe Toxicity0.0034713745
Low Tox 0.10826672 Constructive 0.797 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
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 …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So when would it be appropriate for the government to make changes? A soccer game last for about 90 minutes, how long should an immigration pathway last?
Identity Attack0.0071035884
Insult0.008823884
Profanity0.010296722
Threat0.006485652
Severe Toxicity0.00071525574
Low Tox 0.01859777 Moderate Con 0.472 Policy_Critique
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
The match only starts when someone has submitted his residency application. Permanent residency is not a right, it's a privilege. These people are too entitled.
The match only starts when someone has submitted his residency application. Permanent residency is not a right, it's a privilege. These people are too entitled.
Identity Attack0.0024233595
Insult0.008614883
Profanity0.010091767
Threat0.0061037517
Severe Toxicity0.0004911423
Low Tox 0.013885498 Moderate Con 0.341
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
The EU has matching laws. Everyone must register if they come in from the United States regardless of how long they stay.
The EU has matching laws. Everyone must register if they come in from the United States regardless of how long they stay.
Identity Attack0.000056069675
Insult0.00012623373
Profanity0.000017188784
Threat0.000020736286
Severe Toxicity0.0000026345285
Low Tox 0.0002917634
Dec 10, 2025 5 likes
No big deal. If you've really travelled anywhere else in the world, there's more stringent and expensive measures when crossing into other countries. We're in FL for the season. Not a problem driving over. Took …
No big deal. If you've really travelled anywhere else in the world, there's more stringent and expensive measures when crossing into other countries. We're in FL for the season. Not a problem driving over. Took @ 5 mins at the inside counter with maybe 2 minutes wait. The CBP folks were polite. We did the i94 online before, so they took our finger prints on a small scanner and took our picture matched to our passport photo. We gave them our destination address as normal and how long we are staying. We were informed of our expected exit before date. If you have Nexis already, nothing really different that what you do now, just print your i94.
Identity Attack0.000040068124
Insult0.00012499224
Profanity0.000019785251
Threat0.000019371739
Severe Toxicity0.0000029470918
Low Tox 0.00025541594
Dec 12, 2025

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.