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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 479 of 1230
4 cans of worms lol
4 cans of worms lol
Identity Attack0.012441003
Insult0.16124763
Profanity0.14754629
Threat0.013476364
Severe Toxicity0.013866014
Low Tox 0.29771072 Low Con 0.227 Humor_Satire
Sep 30, 2025 IRCC Names India in Study …
People are surprised by this bull? Why? CBC is strictly the Governments propaganda machine!
People are surprised by this bull? Why? CBC is strictly the Governments propaganda machine!
Identity Attack0.011765319
Insult0.26957804
Profanity0.10116278
Threat0.007081157
Severe Toxicity0.007171631
Low Tox 0.29771072 Low Con 0.154
May 16, 2018 57 likes How much do refugees and …
Their god is white... 🧐
Their god is white... 🧐
Identity Attack0.35299334
Insult0.076819435
Profanity0.070942834
Threat0.00899713
Severe Toxicity0.013155893
Low Tox 0.29771072 Low Con 0.229 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
To be honest, the border is wayy too easy to cross. I literally crossed it by accident while fishing in New Brunswick, had no frkg idea until some Americans came by and noticed my accent😭
To be honest, the border is wayy too easy to cross. I literally crossed it by accident while fishing in New Brunswick, had no frkg idea until some Americans came by and noticed my accent😭
Identity Attack0.12208464
Insult0.0838533
Profanity0.34682226
Threat0.009903334
Severe Toxicity0.014963473
Low Tox 0.29771072 Moderate Con 0.465 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Good, get rid of them
Good, get rid of them
Identity Attack0.020681098
Insult0.056719027
Profanity0.06145202
Threat0.3630133
Severe Toxicity0.013736901
Low Tox 0.29771072 Low Con 0.272 Call_To_Action
Jan 22, 2026 2.9 million Canadian temporary visas …
If the French are good for one thing it’s not putting up with nonesense
If the French are good for one thing it’s not putting up with nonesense
Identity Attack0.19890837
Insult0.24424846
Profanity0.09324962
Threat0.006815769
Severe Toxicity0.005493164
Low Tox 0.29771072 Low Con 0.191
Nov 27, 2025 Quebec Ends Economic Immigration Program …
It's about time! Every one of them without Legal Status should be Deported!
It's about time! Every one of them without Legal Status should be Deported!
Identity Attack0.15303208
Insult0.0838533
Profanity0.024267852
Threat0.13717735
Severe Toxicity0.010375977
Low Tox 0.29771072 Low Con 0.232
Dec 26, 2025 Deportations From Canada at Their …
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Identity Attack0.2774022
Insult0.08484049
Profanity0.02932342
Threat0.012596053
Severe Toxicity0.012283325
Low Tox 0.29771072 Moderate Con 0.31 Fear_Threat
Feb 19, 2026 7 likes LILLEY UNLEASHED: The fall of …
Wao man they are scared 😱 naming indians something is not adding up 🤔
Wao man they are scared 😱 naming indians something is not adding up 🤔
Identity Attack0.30103904
Insult0.089778624
Profanity0.084844165
Threat0.016638106
Severe Toxicity0.013285006
Low Tox 0.29771072 Low Con 0.121
Jan 27, 2026 Inside Canada's Indian Invasion...
Do allow pagan religions into your country.
Do allow pagan religions into your country.
Identity Attack0.32768643
Insult0.07903719
Profanity0.031641733
Threat0.009929225
Severe Toxicity0.009727478
Low Tox 0.29771072 Low Con 0.178 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
They bring us all kind of decease, epidémies of all sort and we pay our doctors for them.our medical system is broke down because we have to many immigrants.they don't speak our language, they don't …
They bring us all kind of decease, epidémies of all sort and we pay our doctors for them.our medical system is broke down because we have to many immigrants.they don't speak our language, they don't have the same hygiene, not the same culture ,enough is enough it's even already too much ,
Identity Attack0.316
Insult0.15236975
Profanity0.038655918
Threat0.0138755
Severe Toxicity0.015609037
Low Tox 0.29771072 Moderate Con 0.484 Fear_Threat
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ …
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ Latina owned phone service stores and they were replaced with Indians. That's what our tax dollars are being fed to, and me as a Texan feeling replaced, radicalized, and fed up with the b.s I'm highly considering investing/ building my own compound in the newr future. I love for Pakistan 🇵🇰 I love Bangladesh 🇧🇩 I love Turkey 🇹🇷 I DO NOT love India 🚫 India 🚫
Identity Attack0.316
Insult0.16124763
Profanity0.17987521
Threat0.0138755
Severe Toxicity0.02077355
Low Tox 0.29771072 Constructive 0.767 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
78million? Dollars. Send them on a plane and drop them off. Easy.
78million? Dollars. Send them on a plane and drop them off. Easy.
Identity Attack0.016762028
Insult0.06634661
Profanity0.022628209
Threat0.34913966
Severe Toxicity0.015609037
Low Tox 0.29771072 Low Con 0.134 Humor_Satire
Dec 25, 2025 1 likes Deportations From Canada at Their …
These muslims will love a modern crusade
These muslims will love a modern crusade
Identity Attack0.32184324
Insult0.07238392
Profanity0.09001675
Threat0.05430072
Severe Toxicity0.018578632
Low Tox 0.29771072 Low Con 0.168
Nov 29, 2025 Why Canadians Are Turning Against …
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until …
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until they opened the gates to India like it’s another bus stop away from India. Since then there have been so many illiterate people that fraudulently came here and keep trying to make Canada like back home which needs to stop. The reputation of Indian people which used to be hard working and family people is getting ruined by people that come here to give back nothing to Canadian economy. People that used to come into Canada came in with a dream but now it feels like just visiting another Indian state especially Brampton……… hopefully this stops but with the monkeys that have currently taken over Canadian parliament i hardly see an end to this.
Identity Attack0.2808415
Insult0.24928534
Profanity0.036401358
Threat0.008194493
Severe Toxicity0.00831604
Low Tox 0.29771072 Constructive 0.607 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The Canadian Govt. must do something immediately - nobody must be swamped by immigrants- watching from India- just put a halt to the benefits and try to get the Govt. to pass laws that will …
The Canadian Govt. must do something immediately - nobody must be swamped by immigrants- watching from India- just put a halt to the benefits and try to get the Govt. to pass laws that will stop the mad rush ! I can understand the anguish- I would not like to be a minority in my land!
Identity Attack0.30256465
Insult0.16817254
Profanity0.023311393
Threat0.012181788
Severe Toxicity0.0104522705
Low Tox 0.29771072 Constructive 0.665 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
yup its real bad here man...also you should deffo do a video on student health here too theres been 3 different suicides in major schools in a couple weeks
yup its real bad here man...also you should deffo do a video on student health here too theres been 3 different suicides in major schools in a couple weeks
Identity Attack0.022992345
Insult0.04207976
Profanity0.09486605
Threat0.1329628
Severe Toxicity0.01502803
Low Tox 0.29771072 Constructive 0.606 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada needs to run all them folks out of thier country instead of being online saying "From Canada here" and running your mouths about the USA!
Canada needs to run all them folks out of thier country instead of being online saying "From Canada here" and running your mouths about the USA!
Identity Attack0.23846684
Insult0.16788013
Profanity0.022628209
Threat0.08089764
Severe Toxicity0.0126394415
Low Tox 0.29771072 Low Con 0.203 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
The truth is, is that more people come to Canada from America then Canada to America. We have free health care. Our corrupt govt. Advertises this fact, and states that the second someone touches Canadian …
The truth is, is that more people come to Canada from America then Canada to America. We have free health care. Our corrupt govt. Advertises this fact, and states that the second someone touches Canadian soil they are Canadian. It is betrayal.
Identity Attack0.10409598
Insult0.26957804
Profanity0.019143965
Threat0.0077802283
Severe Toxicity0.0045394897
Low Tox 0.29771072 Moderate Con 0.39 Policy_Critique
Feb 10, 2026 Inside Canada's Indian Invasion...
The last generation of Sikhs were good. Worked hard. Assimilated into the Canadian culture. The new ones were a bum rush by Trudeau to keep the GDP numbers up while he robbed the country. I …
The last generation of Sikhs were good. Worked hard. Assimilated into the Canadian culture. The new ones were a bum rush by Trudeau to keep the GDP numbers up while he robbed the country. I have Sikh friends who feel the same way. They feel like the new “students” and business subsidy abusers are ruining everything the old immigrants built. The new ones are ruining the reputation of the ones who have slowly integrated into the Canadian way of life. My Sikh friends are embarrassed by the actions of the wave of people coming in now… they even want them out
Identity Attack0.27875587
Insult0.24928534
Profanity0.08096472
Threat0.009825659
Severe Toxicity0.0104522705
Low Tox 0.29771072 Constructive 0.669 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian's warned Canadians a long time ago. 90% of these students are Sikh from Punjab , with an radical ideology named khalistani. They will only hire their family members. Why blame india ?
Indian's warned Canadians a long time ago. 90% of these students are Sikh from Punjab , with an radical ideology named khalistani. They will only hire their family members. Why blame india ?
Identity Attack0.37507164
Insult0.15698463
Profanity0.025087673
Threat0.0113014765
Severe Toxicity0.010299683
Low Tox 0.29771072 Moderate Con 0.387
Oct 3, 2025 IRCC Names India in Study …
we need to hire bounty hunters to help find them and deport them
we need to hire bounty hunters to help find them and deport them
Identity Attack0.120924085
Insult0.07396803
Profanity0.037904397
Threat0.2330281
Severe Toxicity0.014059683
Low Tox 0.29771072 Low Con 0.162
Dec 26, 2025 Deportations From Canada at Their …
All claimants from India are bogus. India is a safe country with no persecution
All claimants from India are bogus. India is a safe country with no persecution
Identity Attack0.27875587
Insult0.23237456
Profanity0.09992486
Threat0.010731863
Severe Toxicity0.01083374
Low Tox 0.29771072 Low Con 0.234 Unverified_Claim
Feb 24, 2026 1 likes 'We do know that there's …
Yooo that’s my hometown! Crazy Tyler is covering here and yea it’s only gets crazier each year, grew up there for 12 years and I’m 17 now, when I go there to visit family even …
Yooo that’s my hometown! Crazy Tyler is covering here and yea it’s only gets crazier each year, grew up there for 12 years and I’m 17 now, when I go there to visit family even now I can always tell it only worsens
Identity Attack0.015757138
Insult0.24928534
Profanity0.11601777
Threat0.008077981
Severe Toxicity0.007972717
Low Tox 0.29771072 Constructive 0.559 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't hate the player, hate the game
Don't hate the player, hate the game
Identity Attack0.042292643
Insult0.06889887
Profanity0.11168506
Threat0.03787563
Severe Toxicity0.008583069
Low Tox 0.29771072 Low Con 0.283 Humor_Satire
Jan 27, 2026 1 likes 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.