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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: "They and Mexico has been …" 52 comments · Page 2 of 3
Canada need put a fence the same like the USA have with Mexico.
Canada need put a fence the same like the USA have with Mexico.
Identity Attack0.27340925
Insult0.04383647
Profanity0.019485557
Threat0.056240413
Severe Toxicity0.008544922
Low Tox 0.2359567 Low Con 0.142 Policy_Critique
Jan 5, 2026 3 likes Migrants cross into Canada near …
Shouldn't get health benefits ...absolutely not ...I can't even get dental care ...to rich ...Mexico, here I come 😅
Shouldn't get health benefits ...absolutely not ...I can't even get dental care ...to rich ...Mexico, here I come 😅
Identity Attack0.17226285
Insult0.046178754
Profanity0.027137227
Threat0.008272167
Severe Toxicity0.0060653687
Low Tox 0.20312156 Moderate Con 0.411 Policy_Critique
Nov 21, 2025 Thousands of refugees allowed into …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat growth. Many Canadians moving out of the country.
Identity Attack0.105836816
Insult0.075868964
Profanity0.016547862
Threat0.00951496
Severe Toxicity0.0034713745
Low Tox 0.19694418 Constructive 0.624
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Y yo aquí en mexico valiendo madre
Y yo aquí en mexico valiendo madre
Identity Attack0.036878675
Insult0.05262003
Profanity0.3290656
Threat0.0057218517
Severe Toxicity0.00957489
Low Tox 0.1798404 Low Con 0.293 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
Mexico and South America will not be there in 20 years (2045) and 10 years (2035) thota Prasad cousin informs me.
Mexico and South America will not be there in 20 years (2045) and 10 years (2035) thota Prasad cousin informs me.
Identity Attack0.17769934
Insult0.032248367
Profanity0.021876704
Threat0.02492592
Severe Toxicity0.0065612793
Low Tox 0.17111848 Moderate Con 0.347
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
And what is the greatest country on earth? Mexico?
And what is the greatest country on earth? Mexico?
Identity Attack0.1232452
Insult0.027841117
Profanity0.024814399
Threat0.0069516995
Severe Toxicity0.0039863586
Low Tox 0.15213956 Low Con 0.237 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
Trump said he was going to build a wall , and Mexico was gonna pay for it. Then he gets in a second time and he did build a wall , and Mexico and Canada …
Trump said he was going to build a wall , and Mexico was gonna pay for it. Then he gets in a second time and he did build a wall , and Mexico and Canada are paying for it. Brilliant!
Identity Attack0.09741807
Insult0.031807642
Profanity0.01220964
Threat0.011508608
Severe Toxicity0.0040245056
Low Tox 0.14256015 Low Con 0.264 Humor_Satire
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Mexico is much nicer.
Mexico is much nicer.
Identity Attack0.36620685
Insult0.007086175
Profanity0.0002444632
Threat0.0016267938
Severe Toxicity0.000019845646
Low Tox 0.1356058
Dec 8, 2025 2 likes
Maybe an unpopular opinion, but America should just take Canada and Mexico
Maybe an unpopular opinion, but America should just take Canada and Mexico
Identity Attack0.10221587
Insult0.02264188
Profanity0.014669105
Threat0.009825659
Severe Toxicity0.0025367737
Low Tox 0.11336674 Low Con 0.234 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders …
Mexicans being in the U.S. makes sense historically. A lot of the Southwest used to be part of Spain and Mexico, so Spanish city names, streets, food, and culture were already here before the borders changed. That's why Mexican culture blends into the U.S. more naturally - same Western roots, similar religion, long shared history. With India and Canada, it's different. There's no shared history or cultural foundation there, so when large numbers move in, they bring an entirely separate culture instead of blending into what already exists. That's why it feels more noticeable and disconnected.
Identity Attack0.10221587
Insult0.025929155
Profanity0.017436003
Threat0.006815769
Severe Toxicity0.0026893616
Low Tox 0.10653123 Constructive 0.546 Comparative_Framing
Jan 27, 2026 107 likes Inside Canada's Indian Invasion...
Go to bohemian grove and mexico ranch owned by epstein
Go to bohemian grove and mexico ranch owned by epstein
Identity Attack0.03894114
Insult0.02708937
Profanity0.02030538
Threat0.007689608
Severe Toxicity0.0029182434
Low Tox 0.10609736 Low Con 0.182 Unverified_Claim
Feb 11, 2026 Inside Canada's Indian Invasion...
Next, I think Tyler should document himself getting smuggled across the southern US/Mexico border and actually go all the way with it. Bonus if he starts even further south and crosses more borders especially Mexico's …
Next, I think Tyler should document himself getting smuggled across the southern US/Mexico border and actually go all the way with it. Bonus if he starts even further south and crosses more borders especially Mexico's southern border
Identity Attack0.0543092
Insult0.023093075
Profanity0.016001316
Threat0.010576514
Severe Toxicity0.0024604797
Low Tox 0.09958932 Moderate Con 0.436 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
BRAIN LOOK IN DETROIT NEWS ABOUT CHINA BUYING A AUTO PLANT IN MEXICO. GOOD ARTICLE EXPLAINING WHATS IS HAPPENING WITH CUSMA NON NEGIATIONS FROM CARNEY.
BRAIN LOOK IN DETROIT NEWS ABOUT CHINA BUYING A AUTO PLANT IN MEXICO. GOOD ARTICLE EXPLAINING WHATS IS HAPPENING WITH CUSMA NON NEGIATIONS FROM CARNEY.
Identity Attack0.009767435
Insult0.036545437
Profanity0.013644327
Threat0.006207318
Severe Toxicity0.001449585
Low Tox 0.0926474 Low Con 0.284 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
This is almost the same argument as the USA Mexico. WE NEED FORIGEN WORKERS TO FUNCTION. They work for lower pay and mostly work service whitch fuels our country and I think there an essential …
This is almost the same argument as the USA Mexico. WE NEED FORIGEN WORKERS TO FUNCTION. They work for lower pay and mostly work service whitch fuels our country and I think there an essential player in being able to function. (Ps all the new food slaps.)
Identity Attack0.050671257
Insult0.020579277
Profanity0.014088398
Threat0.0068287146
Severe Toxicity0.0019550323
Low Tox 0.08241652 Constructive 0.777 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The population going down INCREASES wages Its why you all have higher wages despite being the same gdp as Mexico
The population going down INCREASES wages Its why you all have higher wages despite being the same gdp as Mexico
Identity Attack0.047190998
Insult0.021481665
Profanity0.014464149
Threat0.006058442
Severe Toxicity0.0016784668
Low Tox 0.07608539 Moderate Con 0.33 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Same problem in the United States of Mexico
Same problem in the United States of Mexico
Identity Attack0.058856625
Insult0.013706914
Profanity0.016821137
Threat0.006861079
Severe Toxicity0.0017261505
Low Tox 0.06896287 Moderate Con 0.342 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Jajajaja canada tu EU. Children's game. Mexico to EU. That hardly
Jajajaja canada tu EU. Children's game. Mexico to EU. That hardly
Identity Attack0.036620867
Insult0.030154925
Profanity0.020920247
Threat0.006149062
Severe Toxicity0.0039863586
Low Tox 0.06421452 Low Con 0.122 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
Call any big Canadian company, Bell, you get someone from the Philippines. Scotia bank, you get someone in Mexico and so on. They make billions and yet decide to hire outside of Canada. But when …
Call any big Canadian company, Bell, you get someone from the Philippines. Scotia bank, you get someone in Mexico and so on. They make billions and yet decide to hire outside of Canada. But when they hire someone from Canada, you stay on "temporary" status for years. After 2 or 3 years they move you to "temp full time" status and so on..... Most Canadians know this!
Identity Attack0.025806036
Insult0.015720926
Profanity0.01127026
Threat0.0065180166
Severe Toxicity0.0013542175
Low Tox 0.040430736 Constructive 0.525 Economic_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
I travel to Mexico, there nicer.
I travel to Mexico, there nicer.
Identity Attack0.088654436
Insult0.0014348221
Profanity0.000084833286
Threat0.00096666446
Severe Toxicity0.000009747078
Low Tox 0.031032214
Dec 9, 2025
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed …
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed asylum here. They knew they would be rejected, but they said it would take six months until then, and they were being taken care of by our government. For everything. They said several of their friends had done the same... It seemed well known as a way to travel free in Canada...
Identity Attack0.022791367
Insult0.011122898
Profanity0.011150704
Threat0.0061878995
Severe Toxicity0.0010633469
Low Tox 0.03062413 Constructive 0.748 Personal_Narrative
Feb 25, 2026 'We do know that there's …
How about just don't go to usa Mexico is just a flight away so is Guatemala very cheap and safer and no political problems and like old school days
How about just don't go to usa Mexico is just a flight away so is Guatemala very cheap and safer and no political problems and like old school days
Identity Attack0.030131439
Insult0.0034253546
Profanity0.000072222305
Threat0.0003440014
Severe Toxicity0.0000044836734
Low Tox 0.021231469
Dec 8, 2025
Go to Mexico, it’s warmer there, boost their economy 🤷🏾‍♂️
Go to Mexico, it’s warmer there, boost their economy 🤷🏾‍♂️
Identity Attack0.04479601
Insult0.0008814709
Profanity0.00006600448
Threat0.0004779133
Severe Toxicity0.0000069148846
Low Tox 0.015018415
Dec 12, 2025
Its easy, just don't go south or go deep south, mexico.
Its easy, just don't go south or go deep south, mexico.
Identity Attack0.03595336
Insult0.00087304105
Profanity0.00006934095
Threat0.00033736424
Severe Toxicity0.000005756687
Low Tox 0.011341143 Humor_Satire
Dec 9, 2025
Booked for Mexico in early January ! 🇨🇦💙🇨🇦
Booked for Mexico in early January ! 🇨🇦💙🇨🇦
Identity Attack0.005319497
Insult0.00047580077
Profanity0.00005855043
Threat0.00014610785
Severe Toxicity0.0000033314402
Low Tox 0.003965559 Meta_Commentary
Dec 9, 2025
Canadians please take your business to Mexico, Cuba, Brazil, The Caribbean, Spain, Portugal, etc. Go where you are treated best.
Canadians please take your business to Mexico, Cuba, Brazil, The Caribbean, Spain, Portugal, etc. Go where you are treated best.
Identity Attack0.0023148595
Insult0.0004655777
Profanity0.000032275977
Threat0.00014433938
Severe Toxicity0.000003463188
Low Tox 0.0024310052
Dec 7, 2025 20 likes

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.