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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

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30,738 comments · Page 529 of 1230
Go back home and reapply
Go back home and reapply
Identity Attack0.014551271
Insult0.11797678
Profanity0.04867618
Threat0.019918699
Severe Toxicity0.010070801
Low Tox 0.2648175 Moderate Con 0.332 Call_To_Action
Jan 17, 2026 2.9 million Canadian temporary visas …
Lot of doctor degrees also come from fake colleges in india
Lot of doctor degrees also come from fake colleges in india
Identity Attack0.28034934
Insult0.15343215
Profanity0.0838743
Threat0.00866054
Severe Toxicity0.009155273
Low Tox 0.2648175 Low Con 0.166 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
immigration as the US shutdown is active times frame result of politicians desperately seeking new voters, always always the shame game, these politicians never planned to do good for the immigrants, they dumped them in …
immigration as the US shutdown is active times frame result of politicians desperately seeking new voters, always always the shame game, these politicians never planned to do good for the immigrants, they dumped them in the country for votes!
Identity Attack0.19298288
Insult0.16266862
Profanity0.02126184
Threat0.009100696
Severe Toxicity0.005340576
Low Tox 0.2648175 Moderate Con 0.318
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
100k views in 1 hour is insane for a guy who isnt in the social media limelight
100k views in 1 hour is insane for a guy who isnt in the social media limelight
Identity Attack0.014149316
Insult0.083359696
Profanity0.110447146
Threat0.009540852
Severe Toxicity0.0065994263
Low Tox 0.2648175 Low Con 0.212
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
No Islamic Hijob in Canada .
No Islamic Hijob in Canada .
Identity Attack0.29303584
Insult0.040285997
Profanity0.00069594174
Threat0.002172083
Severe Toxicity0.00005046393
Low Tox 0.26324543 Identity_Assertion
Apr 15, 2025
Christopher Columbus is smiling in his grave
Christopher Columbus is smiling in his grave
Identity Attack0.04203484
Insult0.0817555
Profanity0.10920923
Threat0.06270605
Severe Toxicity0.01302678
Low Tox 0.26293078 Low Con 0.259 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
They need to make Brampton as Khalistan not India, Punjabi never liked india.
They need to make Brampton as Khalistan not India, Punjabi never liked india.
Identity Attack0.31015682
Insult0.082619295
Profanity0.0569429
Threat0.013528148
Severe Toxicity0.011444092
Low Tox 0.26293078 Low Con 0.195 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada imported so many khalistanis now deal with them.
Canada imported so many khalistanis now deal with them.
Identity Attack0.2808415
Insult0.10294484
Profanity0.018597418
Threat0.010731863
Severe Toxicity0.008125305
Low Tox 0.26293078 Low Con 0.199 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Considering many needy Canadians do not qualify for social assistance and have no access to interest free loans to get back on their feet if they are, say, homeless or in financial trouble, this just …
Considering many needy Canadians do not qualify for social assistance and have no access to interest free loans to get back on their feet if they are, say, homeless or in financial trouble, this just stinks. While the video tries to downplay elements, the bottom line is that illegal refugees are a massive drain on social support services that many needy Canadians are not getting who also need it. This is an utter joke.
Identity Attack0.11047905
Insult0.20668297
Profanity0.026454043
Threat0.006763986
Severe Toxicity0.004825592
Low Tox 0.26293078 Constructive 0.506
Feb 8, 2019 How much do refugees and …
And all 2.9 had a child to stay here…. Or seek asylum… they wanted to circumnavigate the immigration system… deport them all and the children they have!
And all 2.9 had a child to stay here…. Or seek asylum… they wanted to circumnavigate the immigration system… deport them all and the children they have!
Identity Attack0.14661247
Insult0.07270074
Profanity0.01893901
Threat0.1115629
Severe Toxicity0.01083374
Low Tox 0.26293078 Low Con 0.257 Unverified_Claim
Jan 15, 2026 2.9 million Canadian temporary visas …
Canada is still normal, look at Malaysia, it's full of Indians and Bangladeshis, they even marry locals and give birth to Southeast Asians with South Asian faces.
Canada is still normal, look at Malaysia, it's full of Indians and Bangladeshis, they even marry locals and give birth to Southeast Asians with South Asian faces.
Identity Attack0.33352965
Insult0.08831572
Profanity0.022969801
Threat0.008427517
Severe Toxicity0.009346008
Low Tox 0.26293078 Moderate Con 0.38 Comparative_Framing
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
Canada has really changed in the last two years. Even the walmart I go to used to be full of caucasian employees. Now it's all indian people who keep telling me to sign up for …
Canada has really changed in the last two years. Even the walmart I go to used to be full of caucasian employees. Now it's all indian people who keep telling me to sign up for a mastercard.
Identity Attack0.36803186
Insult0.081261896
Profanity0.024131214
Threat0.0071588317
Severe Toxicity0.007209778
Low Tox 0.26293078 Constructive 0.52
Aug 26, 2025 Why Canadians Are Turning Against …
Indian living in India. I think NRIs should be more accommodating to Canadians as someday if they are thrown out like TRUMP is doing it would be terrible.
Indian living in India. I think NRIs should be more accommodating to Canadians as someday if they are thrown out like TRUMP is doing it would be terrible.
Identity Attack0.27340925
Insult0.09416737
Profanity0.021125201
Threat0.017328756
Severe Toxicity0.007286072
Low Tox 0.26293078 Constructive 0.651
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It was about time!!! enough of these immigration
It was about time!!! enough of these immigration
Identity Attack0.26663736
Insult0.06826523
Profanity0.02030538
Threat0.009385503
Severe Toxicity0.00869751
Low Tox 0.26293078 Low Con 0.294
Nov 23, 2025 Quebec Ends Economic Immigration Program …
You should have gone to sherbourne street. It's brutal
You should have gone to sherbourne street. It's brutal
Identity Attack0.023193322
Insult0.0820023
Profanity0.077731855
Threat0.07246469
Severe Toxicity0.009651184
Low Tox 0.26293078 Moderate Con 0.429 Personal_Narrative
Feb 17, 2026 Inside Canada's Indian Invasion...
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Identity Attack0.28034934
Insult0.16053712
Profanity0.021808386
Threat0.010421164
Severe Toxicity0.008583069
Low Tox 0.26293078 Constructive 0.759 Policy_Critique
Dec 16, 2025 1 likes Why Canadians Are Turning Against …
I didn't want to have to say this, but As a Canadian born Senior who lived here for over 65 years, I believe our Liberal Gov't teamed up with the WEF UN Development Plans, to …
I didn't want to have to say this, but As a Canadian born Senior who lived here for over 65 years, I believe our Liberal Gov't teamed up with the WEF UN Development Plans, to try and Genocide the Canadian born Citizens. 🧐 💔🙏 ✝️ 👨‍👩‍👧‍👦🇨🇦
Identity Attack0.17459276
Insult0.07238392
Profanity0.021466793
Threat0.16067244
Severe Toxicity0.01322045
Low Tox 0.26293078 Constructive 0.563 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
lol the Indian lady is legit protecting Indians.
lol the Indian lady is legit protecting Indians.
Identity Attack0.28034934
Insult0.07396803
Profanity0.07805514
Threat0.010058682
Severe Toxicity0.01159668
Low Tox 0.26293078 Low Con 0.279 Meta_Commentary
Dec 2, 2025 1 likes IRCC Names India in Study …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation to run havoc in our streets , in our schools , in our institutions, in everything that is wrong in our nation ! I’m so confused as to why our Police and Military Service have failed us ! “ They were to Serve and Protect Us The Citizens of this Nation “ !! Yet they are protecting the installed criminal infidels that have been placed in our country by the WEF to wreak havoc ! Time is ticking Canada we the true and patriot citizens need to stand together and take back our nation !!
Identity Attack0.058856625
Insult0.24767025
Profanity0.025497584
Threat0.009877442
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.361
Aug 26, 2025 Why Canadians Are Turning Against …
it smells bad
it smells bad
Identity Attack0.009915425
Insult0.08212569
Profanity0.10611444
Threat0.0074048014
Severe Toxicity0.0060272217
Low Tox 0.26293078 Moderate Con 0.383 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
10:56 “oh definitely I go back” this is what we don’t need, leaches that are only here to use our country to pay us back by leaving g when they get what they want at …
10:56 “oh definitely I go back” this is what we don’t need, leaches that are only here to use our country to pay us back by leaving g when they get what they want at our expense while being welcomed by us.
Identity Attack0.15517195
Insult0.14512913
Profanity0.050930742
Threat0.010265815
Severe Toxicity0.009994507
Low Tox 0.26293078 Moderate Con 0.326 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should …
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should face the legal and removal from the country . that will definably free up housing and jobs just like trump is doing
Identity Attack0.20680901
Insult0.0818789
Profanity0.02030538
Threat0.100830056
Severe Toxicity0.01302678
Low Tox 0.26293078 Moderate Con 0.436 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
If the claim is bogus, they should be put in prison for 3 years to deter future activity, then deported
If the claim is bogus, they should be put in prison for 3 years to deter future activity, then deported
Identity Attack0.07508347
Insult0.06459839
Profanity0.054437835
Threat0.16067244
Severe Toxicity0.008811951
Low Tox 0.26293078 Low Con 0.165 Call_To_Action
Feb 23, 2026 17 likes 'We do know that there's …
Canada what have you done to yoursel🤔🤔 This is not going to end well. They will turn Canada into Indian... it happens all the time.
Canada what have you done to yoursel🤔🤔 This is not going to end well. They will turn Canada into Indian... it happens all the time.
Identity Attack0.2823795
Insult0.082619295
Profanity0.021740068
Threat0.0086087575
Severe Toxicity0.007247925
Low Tox 0.26293078 Low Con 0.223
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
We went full Indian. Never go full indian
We went full Indian. Never go full indian
Identity Attack0.29951343
Insult0.061276767
Profanity0.06946823
Threat0.010887212
Severe Toxicity0.01159668
Low Tox 0.26293078 Low Con 0.294 Humor_Satire
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.