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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 789 of 1230
Need to stop Immigration till infrastructure can catch up .Trudeau made a mess with Immigration.
Need to stop Immigration till infrastructure can catch up .Trudeau made a mess with Immigration.
Identity Attack0.038683333
Insult0.033460364
Profanity0.012482914
Threat0.007909686
Severe Toxicity0.0020980835
Low Tox 0.11057663 Low Con 0.251
Jan 5, 2026 1 likes New rules, regulations take effect …
We love people immigrated to our country and learning our culture. In our way of life. They’re coming here because we live a better life. You can’t live this life. If you destroy it you’re …
We love people immigrated to our country and learning our culture. In our way of life. They’re coming here because we live a better life. You can’t live this life. If you destroy it you’re just gonna make it back into the country. You just left and there’s no place to go from here.
Identity Attack0.058401883
Insult0.022448512
Profanity0.017299367
Threat0.010550622
Severe Toxicity0.0029754639
Low Tox 0.11057663 Constructive 0.517
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Another spicy documentary from Tyler Oliveira! Haha
Another spicy documentary from Tyler Oliveira! Haha
Identity Attack0.005364689
Insult0.05027775
Profanity0.02385794
Threat0.006861079
Severe Toxicity0.0020980835
Low Tox 0.11057663 Moderate Con 0.317 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
You love your cultural enrichment, ready for more diversity slops?
You love your cultural enrichment, ready for more diversity slops?
Identity Attack0.038167715
Insult0.029053112
Profanity0.015659723
Threat0.0074565844
Severe Toxicity0.0023174286
Low Tox 0.11057663 Low Con 0.213 Humor_Satire
Jun 20, 2025 1 likes How Canada broke its immigration …
Temporary foreign workers. The term temporary means not permanent!! You have to go, you have to go. Of the system wasn’t so abused by millions in the country illegally this might not be happening. Mass …
Temporary foreign workers. The term temporary means not permanent!! You have to go, you have to go. Of the system wasn’t so abused by millions in the country illegally this might not be happening. Mass migration is not working. You can’t just let anyone in.
Identity Attack0.059311368
Insult0.028502205
Profanity0.014839902
Threat0.007353018
Severe Toxicity0.0022792816
Low Tox 0.11057663 Constructive 0.507 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
False! Needed to be higher!!!!
False! Needed to be higher!!!!
Identity Attack0.003385304
Insult0.034672357
Profanity0.020851927
Threat0.007883795
Severe Toxicity0.002632141
Low Tox 0.11057663 Moderate Con 0.337 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
When you have just one community in one geographic area you have ghettoization. Which brings a fleet of issues good and bad. Most cases in the immigrant experience it’s the next generation that truly settles …
When you have just one community in one geographic area you have ghettoization. Which brings a fleet of issues good and bad. Most cases in the immigrant experience it’s the next generation that truly settles in. I’m a first generation immigrant came when I was 8 years old. Immigrants have it much easier then my parents did when they came. The country needs to grow, in order to grow the economy, you need skilled and unskilled workers, aging population the best way is immigration, it’s simple math.
Identity Attack0.055673428
Insult0.034782536
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0030326843
Low Tox 0.11057663 Constructive 0.728 Economic_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
The replacement of the builders to servants
The replacement of the builders to servants
Identity Attack0.009915425
Insult0.053791173
Profanity0.018119188
Threat0.007754337
Severe Toxicity0.0019741058
Low Tox 0.1104733 Low Con 0.282 Fear_Threat
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
8:56 - Can't have kids if you don't have money.
8:56 - Can't have kids if you don't have money.
Identity Attack0.0102854045
Insult0.020901557
Profanity0.01982715
Threat0.0091524795
Severe Toxicity0.0025177002
Low Tox 0.1104733 Low Con 0.237 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Where are the??????? They are doing skip the dishes, indian owned liquor stores, Indian own construction companies, Tim hortones, restaurant kitchen, pizza stores....go find them
Where are the??????? They are doing skip the dishes, indian owned liquor stores, Indian own construction companies, Tim hortones, restaurant kitchen, pizza stores....go find them
Identity Attack0.06704199
Insult0.027730936
Profanity0.016957775
Threat0.008116818
Severe Toxicity0.002708435
Low Tox 0.1104733 Low Con 0.279 Economic_Argument
Oct 21, 2025 IRCC Names India in Study …
"same as other canadians" Wait. People who simply walk across the border aren't "canadians" just because they managed to set foot here - or because our federal government coddles them.
"same as other canadians" Wait. People who simply walk across the border aren't "canadians" just because they managed to set foot here - or because our federal government coddles them.
Identity Attack0.055673428
Insult0.03511308
Profanity0.013166099
Threat0.006861079
Severe Toxicity0.0021648407
Low Tox 0.1104733 Moderate Con 0.378
Oct 26, 2017 187 likes How much do refugees and …
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
Identity Attack0.019575719
Insult0.035333443
Profanity0.013507691
Threat0.010421164
Severe Toxicity0.002193451
Low Tox 0.1104733 Low Con 0.213 Call_To_Action
Oct 6, 2025 IRCC Names India in Study …
Yo! The government should have a department to go after all the countries these deported people come from to get refunded for the flights.
Yo! The government should have a department to go after all the countries these deported people come from to get refunded for the flights.
Identity Attack0.05612817
Insult0.026831545
Profanity0.014976538
Threat0.0077154995
Severe Toxicity0.0025939941
Low Tox 0.1104733 Moderate Con 0.309 Call_To_Action
Dec 24, 2025 7 likes Deportations From Canada at Their …
Man wish you interviewed me. The areas where you met non Punjabis is where i grew up and I'm Punjabi
Man wish you interviewed me. The areas where you met non Punjabis is where i grew up and I'm Punjabi
Identity Attack0.10221587
Insult0.027218282
Profanity0.03489832
Threat0.00951496
Severe Toxicity0.0037002563
Low Tox 0.1104733 Constructive 0.697
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Make this video in Fremont CA its lil Mumbai over there
Make this video in Fremont CA its lil Mumbai over there
Identity Attack0.036620867
Insult0.022706337
Profanity0.049427703
Threat0.019918699
Severe Toxicity0.006790161
Low Tox 0.1104733 Moderate Con 0.339 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
my country is unrecognizable.
my country is unrecognizable.
Identity Attack0.048480038
Insult0.022384055
Profanity0.020920247
Threat0.008259222
Severe Toxicity0.002670288
Low Tox 0.1104733 Moderate Con 0.367 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
But everyone is Canadian 😬😵‍💫
But everyone is Canadian 😬😵‍💫
Identity Attack0.09741807
Insult0.025155678
Profanity0.02071529
Threat0.0062008454
Severe Toxicity0.003452301
Low Tox 0.1104733 Moderate Con 0.304 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
We need English competency tests immigrants (and possibly a French as well). Many immigrants speak broken basic English and have difficulty with even intermediate English skills. If I wanted to move to Italy, I should …
We need English competency tests immigrants (and possibly a French as well). Many immigrants speak broken basic English and have difficulty with even intermediate English skills. If I wanted to move to Italy, I should be able to speak a certain standard of Italian.
Identity Attack0.10221587
Insult0.029273475
Profanity0.014566627
Threat0.0069905366
Severe Toxicity0.0025177002
Low Tox 0.1104733 Constructive 0.582
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
It's about time. But the true enemy is the government.
It's about time. But the true enemy is the government.
Identity Attack0.012441003
Insult0.033019636
Profanity0.014976538
Threat0.011586283
Severe Toxicity0.0022888184
Low Tox 0.1104733 Low Con 0.189
Aug 25, 2025 143 likes Why Canadians Are Turning Against …
We rise up and take our country back
We rise up and take our country back
Identity Attack0.039714564
Insult0.02012808
Profanity0.02119352
Threat0.015429466
Severe Toxicity0.004272461
Low Tox 0.1104733 Moderate Con 0.316 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
FAAAAAARRRHHHQ
FAAAAAARRRHHHQ
Identity Attack0.0042917514
Insult0.022964163
Profanity0.27005023
Threat0.009696201
Severe Toxicity0.021031776
Low Tox 0.1104733 Moderate Con 0.323
Jan 3, 2026 New rules, regulations take effect …
Breaking point years ago. Get them out
Breaking point years ago. Get them out
Identity Attack0.0034592997
Insult0.029493837
Profanity0.019553876
Threat0.030278467
Severe Toxicity0.0025939941
Low Tox 0.1104733 Low Con 0.283
Jan 20, 2026 Why Canada’s immigration system has …
Asylum seekers who commit serious crimes … and get a lessor sentence so it does affect their claim.
Asylum seekers who commit serious crimes … and get a lessor sentence so it does affect their claim.
Identity Attack0.047190998
Insult0.02982438
Profanity0.011902207
Threat0.010680079
Severe Toxicity0.0023460388
Low Tox 0.1104733 Moderate Con 0.346 Policy_Critique
Nov 25, 2025 3 likes Thousands of refugees allowed into …
Poojeet
Poojeet
Identity Attack0.005438685
Insult0.045007613
Profanity0.18049006
Threat0.007314181
Severe Toxicity0.010681152
Low Tox 0.1104733 Low Con 0.3
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Buddy on the bike spike truthfully. Thanks for coming to Canada and exposing how we're being invaded. I don't know about this human smuggling exposure, you should prob be safer than this for content!
Buddy on the bike spike truthfully. Thanks for coming to Canada and exposing how we're being invaded. I don't know about this human smuggling exposure, you should prob be safer than this for content!
Identity Attack0.037909906
Insult0.036325075
Profanity0.012687869
Threat0.008168601
Severe Toxicity0.002784729
Low Tox 0.1104733 Constructive 0.738 Fear_Threat
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.