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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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Search comment text, filter by category or toxicity level
Active: "How much did YOU give …" 63 comments · Page 3 of 3
Hey, why don't the journalists find out how much money the federal government?And provincial government give to international students in grants and loans.Why are canadian citizens paying for foreigners educated in our country? Educational Grant …
Hey, why don't the journalists find out how much money the federal government?And provincial government give to international students in grants and loans.Why are canadian citizens paying for foreigners educated in our country? Educational Grant and loans should only be allowed for canadian citizens only.
Identity Attack0.041261412
Insult0.018967867
Profanity0.009716015
Threat0.0060713873
Severe Toxicity0.0015258789
Low Tox 0.05651112 Moderate Con 0.422 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
It’s sad to see how much Canada has changed over the years. For health care ,one woman died after giving birth by normal delivery in credit valley hospital, this how bad the health care system …
It’s sad to see how much Canada has changed over the years. For health care ,one woman died after giving birth by normal delivery in credit valley hospital, this how bad the health care system is right now 😢
Identity Attack0.014149316
Insult0.019225692
Profanity0.010160086
Threat0.009463178
Severe Toxicity0.001707077
Low Tox 0.054531995 Constructive 0.528 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
How much do you give to immigration services.....how much does families get for 5 kids.....
How much do you give to immigration services.....how much does families get for 5 kids.....
Identity Attack0.024198212
Insult0.014162917
Profanity0.010552917
Threat0.0063367756
Severe Toxicity0.0014209747
Low Tox 0.050326355 Low Con 0.267
Apr 24, 2019 How much do refugees and …
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. …
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. So people started keep practicing their own culture instead of adopting the Canadian culture. It's not their fault. That's human nature. Government should have controlled the immigration not letting large ethnic groups created within Canada.
Identity Attack0.0376521
Insult0.01625293
Profanity0.009801413
Threat0.006479179
Severe Toxicity0.0013923645
Low Tox 0.050078966 Constructive 0.677 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
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 …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
It’s sad that they give visas to these people instead of people who deserve them. I think visa regulations and conditions should be much stricter, so only deserving people get them.😢
It’s sad that they give visas to these people instead of people who deserve them. I think visa regulations and conditions should be much stricter, so only deserving people get them.😢
Identity Attack0.011691323
Insult0.01648093
Profanity0.010604155
Threat0.0069905366
Severe Toxicity0.0009965897
Low Tox 0.040430736 Moderate Con 0.446 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We have never had so much chaos ever in Canada. We give everything and many want more and never assimilate. They did to themselves.
We have never had so much chaos ever in Canada. We give everything and many want more and never assimilate. They did to themselves.
Identity Attack0.012541492
Insult0.017227544
Profanity0.011150704
Threat0.006492125
Severe Toxicity0.0010871887
Low Tox 0.038991302 Moderate Con 0.373
Nov 27, 2025 1 likes Quebec Ends Economic Immigration Program …
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would …
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would you give them 4 more years.
Identity Attack0.0076215584
Insult0.01632893
Profanity0.011492296
Threat0.00704232
Severe Toxicity0.0010347366
Low Tox 0.036634352 Constructive 0.635 Moral_Argument
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Too much too soon we have nothing left to give
Too much too soon we have nothing left to give
Identity Attack0.0046987277
Insult0.0113509
Profanity0.016137952
Threat0.009100696
Severe Toxicity0.0016307831
Low Tox 0.030741978 Low Con 0.287 Fear_Threat
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
Thank you so much! I give test today i got 17/20! Its really helpful! I just go through this video 2,3 times which helps me alot!
Thank you so much! I give test today i got 17/20! Its really helpful! I just go through this video 2,3 times which helps me alot!
Identity Attack0.0066596144
Insult0.009678889
Profanity0.02208166
Threat0.010239923
Severe Toxicity0.002412796
Low Tox 0.02402467 Constructive 0.597 Meta_Commentary
Dec 21, 2025 4 likes Canadian Citizenship Test 2025 – …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …

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.