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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 853 of 1230
You can easily find them at tim Hortons or gas stations
You can easily find them at tim Hortons or gas stations
Identity Attack0.0066596144
Insult0.016100928
Profanity0.017299367
Threat0.06205949
Severe Toxicity0.004673004
Low Tox 0.08479069 Moderate Con 0.327 Unverified_Claim
Jan 12, 2026 IRCC Names India in Study …
Lol you found the most based man in Canada
Lol you found the most based man in Canada
Identity Attack0.023193322
Insult0.029163294
Profanity0.019280603
Threat0.0066215824
Severe Toxicity0.0022411346
Low Tox 0.083999306 Low Con 0.278
Jan 27, 2026 Inside Canada's Indian Invasion...
2:06 completely agree. That guy is now 1% of immigrants.
2:06 completely agree. That guy is now 1% of immigrants.
Identity Attack0.056582913
Insult0.021288296
Profanity0.013200258
Threat0.0063432488
Severe Toxicity0.0017547607
Low Tox 0.083999306 Moderate Con 0.396 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Carney words... "WHO CARES" filling Carney's bank account is more important.
Carney words... "WHO CARES" filling Carney's bank account is more important.
Identity Attack0.0016649036
Insult0.032689095
Profanity0.02385794
Threat0.0061878995
Severe Toxicity0.0016307831
Low Tox 0.083999306 Low Con 0.14 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …
They overpopulate their homeland and then come here and do the same to take jobs, housing and classrooms.
They overpopulate their homeland and then come here and do the same to take jobs, housing and classrooms.
Identity Attack0.04306607
Insult0.022255141
Profanity0.0117997285
Threat0.006835188
Severe Toxicity0.0021266937
Low Tox 0.083999306 Low Con 0.259 Fear_Threat
Sep 11, 2025 Why Canadians Are Turning Against …
Refugees gets $224/day, about 81k yearly. Who wouldn’t want to come
Refugees gets $224/day, about 81k yearly. Who wouldn’t want to come
Identity Attack0.051580742
Insult0.016632931
Profanity0.015044857
Threat0.00756015
Severe Toxicity0.0021457672
Low Tox 0.083999306 Moderate Con 0.312 Unverified_Claim
Nov 21, 2025 16 likes Thousands of refugees allowed into …
It started right before Lily Singh was poppin off on YouTube....
It started right before Lily Singh was poppin off on YouTube....
Identity Attack0.0076215584
Insult0.021868404
Profanity0.029186781
Threat0.010783645
Severe Toxicity0.0028800964
Low Tox 0.083999306 Low Con 0.3 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
We handed over immigration policy to community colleges
We handed over immigration policy to community colleges
Identity Attack0.044870727
Insult0.015720926
Profanity0.016479544
Threat0.008531082
Severe Toxicity0.0022411346
Low Tox 0.083999306 Low Con 0.285 Policy_Critique
Jul 10, 2025 1 likes How Canada broke its immigration …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is Canada now 😂 😢
This is Canada now 😂 😢
Identity Attack0.04641757
Insult0.021288296
Profanity0.017845914
Threat0.0075083673
Severe Toxicity0.003643036
Low Tox 0.083999306 Moderate Con 0.307 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Thank goodness a few people are smart enough and brave enough to see the truth and say it out loud a lot of the issues we have in our country are people are scared to …
Thank goodness a few people are smart enough and brave enough to see the truth and say it out loud a lot of the issues we have in our country are people are scared to be canceled and it’s destroying our home and our traditional ways of life
Identity Attack0.008657498
Insult0.028612386
Profanity0.015557245
Threat0.007948523
Severe Toxicity0.0017166138
Low Tox 0.083999306 Constructive 0.616 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Sir, a second Tyler Oliveira video has hit the algo.
Sir, a second Tyler Oliveira video has hit the algo.
Identity Attack0.0074365693
Insult0.01625293
Profanity0.031391226
Threat0.030278467
Severe Toxicity0.003452301
Low Tox 0.083999306 Low Con 0.24 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Identity Attack0.038683333
Insult0.023608726
Profanity0.013200258
Threat0.008945347
Severe Toxicity0.002632141
Low Tox 0.083999306 Low Con 0.137 Fear_Threat
Sep 30, 2025 2 likes IRCC Names India in Study …
Should be fast and more. Most of them from one country
Should be fast and more. Most of them from one country
Identity Attack0.053854458
Insult0.018581128
Profanity0.019553876
Threat0.010110466
Severe Toxicity0.0035095215
Low Tox 0.083999306 Low Con 0.275 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
Identity Attack0.032753747
Insult0.026315894
Profanity0.010996987
Threat0.007961469
Severe Toxicity0.0021743774
Low Tox 0.083999306 Constructive 0.688 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Tim Horton's not Canadian anymore ... Owed by big corporations .... Stop supporting time
Tim Horton's not Canadian anymore ... Owed by big corporations .... Stop supporting time
Identity Attack0.014953227
Insult0.030375287
Profanity0.010365041
Threat0.006576272
Severe Toxicity0.001449585
Low Tox 0.083999306 Low Con 0.21 Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
CBC is Trudeau’s bought and paid for media.
CBC is Trudeau’s bought and paid for media.
Identity Attack0.0039772694
Insult0.04442204
Profanity0.01265371
Threat0.006537435
Severe Toxicity0.0013065338
Low Tox 0.083999306 Low Con 0.116
Mar 21, 2019 How much do refugees and …
IRCC is sleeping...do your job!
IRCC is sleeping...do your job!
Identity Attack0.0038292783
Insult0.030816011
Profanity0.013712646
Threat0.008323951
Severe Toxicity0.0017166138
Low Tox 0.083999306 Moderate Con 0.304
Sep 28, 2025 IRCC Names India in Study …
They aren’t deporting anyone. They are excepting the “student “ immigrants from USA who is having their “student visa” reviewed. So Carnie/Liberals are looking for voters.
They aren’t deporting anyone. They are excepting the “student “ immigrants from USA who is having their “student visa” reviewed. So Carnie/Liberals are looking for voters.
Identity Attack0.047190998
Insult0.024511116
Profanity0.011423977
Threat0.006537435
Severe Toxicity0.0014781952
Low Tox 0.083999306 Low Con 0.235 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Such good news! These deportations are excellent. Now maybe my son can get a job.
Such good news! These deportations are excellent. Now maybe my son can get a job.
Identity Attack0.027011903
Insult0.017485369
Profanity0.011475217
Threat0.008815889
Severe Toxicity0.0020885468
Low Tox 0.083999306 Constructive 0.531
Dec 28, 2025 Deportations From Canada at Their …
As Sikh, we should not be where we are unwanted. the Gurus would not want it.
As Sikh, we should not be where we are unwanted. the Gurus would not want it.
Identity Attack0.04306607
Insult0.023608726
Profanity0.019075647
Threat0.009385503
Severe Toxicity0.002374649
Low Tox 0.083999306 Constructive 0.51 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau did this then sailed off into the sunset with Katy Perry
Trudeau did this then sailed off into the sunset with Katy Perry
Identity Attack0.0035147965
Insult0.026058068
Profanity0.016001316
Threat0.013702838
Severe Toxicity0.0025558472
Low Tox 0.083999306 Low Con 0.184 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Most of those who disappeared have been found living illegally in US. Trump was right again
Most of those who disappeared have been found living illegally in US. Trump was right again
Identity Attack0.038425524
Insult0.022190686
Profanity0.012277958
Threat0.008531082
Severe Toxicity0.002117157
Low Tox 0.083999306 Low Con 0.249 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
🫠 800 illegal colleges in Ontario. Do you want your kids to go to Stanford? There is one in Brampton ❤😂
🫠 800 illegal colleges in Ontario. Do you want your kids to go to Stanford? There is one in Brampton ❤😂
Identity Attack0.029402243
Insult0.025284592
Profanity0.0118338885
Threat0.006330303
Severe Toxicity0.0015735626
Low Tox 0.083999306 Moderate Con 0.31
Oct 2, 2025 3 likes IRCC Names India in Study …
5:32 this dude is definitely more than the next guy
5:32 this dude is definitely more than the next guy
Identity Attack0.013244915
Insult0.02264188
Profanity0.031140719
Threat0.01254427
Severe Toxicity0.004386902
Low Tox 0.083999306 Low Con 0.231 Meta_Commentary
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.