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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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30,738 comments · Page 329 of 1230
When is Canada going to get the corrupt liberals out of office so we can stop paying for the world's problems? Canada is bleeding yet we are sending billions to fight foreign wars and line …
When is Canada going to get the corrupt liberals out of office so we can stop paying for the world's problems? Canada is bleeding yet we are sending billions to fight foreign wars and line foreign billionaires pockets.
Identity Attack0.11396073
Insult0.42881694
Profanity0.027547138
Threat0.012854968
Severe Toxicity0.008735657
Moderate 0.3827457 Moderate Con 0.337 Policy_Critique
Mar 3, 2026 Deportations From Canada at Their …
Why blame India? They pay hefty sums of money to many fake colleges in Canada- how did Canada issue them a visa so easily- yes , do Deport Them Now! Watching from India!
Why blame India? They pay hefty sums of money to many fake colleges in Canada- how did Canada issue them a visa so easily- yes , do Deport Them Now! Watching from India!
Identity Attack0.45610145
Insult0.24928534
Profanity0.03690237
Threat0.046541955
Severe Toxicity0.019095084
Moderate 0.3827457 Low Con 0.291
Oct 1, 2025 IRCC Names India in Study …
9:02 " said they walk naked near the window" who is also half naked outside and giving an interview😂
9:02 " said they walk naked near the window" who is also half naked outside and giving an interview😂
Identity Attack0.023595277
Insult0.07555214
Profanity0.2564132
Threat0.024753258
Severe Toxicity0.022322904
Moderate 0.3827457 Low Con 0.283 Humor_Satire
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed …
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed here aren't young anymore They made themselves dependent on immigration and it turns out that a good chunk of this planet is out of Indians
Identity Attack0.46028158
Insult0.24767025
Profanity0.11725569
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.434
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
It's all the plandemic of the WEF infiltration of Legacy Medias, Parliament/federal and provincial sectors, including immigration. The tax payer is paying for its own destruction. Time for Canadians to wake up stand up and …
It's all the plandemic of the WEF infiltration of Legacy Medias, Parliament/federal and provincial sectors, including immigration. The tax payer is paying for its own destruction. Time for Canadians to wake up stand up and speak up or continue down the liberal path to Canada no more and lunacy !
Identity Attack0.116281845
Insult0.42567953
Profanity0.020373698
Threat0.010084574
Severe Toxicity0.007972717
Moderate 0.3827457 Low Con 0.212
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Deport them!
Deport them!
Identity Attack0.32768643
Insult0.1469393
Profanity0.058946952
Threat0.2836219
Severe Toxicity0.021031776
Moderate 0.3827457 Low Con 0.243
Oct 2, 2025 IRCC Names India in Study …
As a tax payer, I sponsor the government. Stop dumbing us down.
As a tax payer, I sponsor the government. Stop dumbing us down.
Identity Attack0.0057346676
Insult0.42367843
Profanity0.12374964
Threat0.008492245
Severe Toxicity0.005455017
Moderate 0.3827457 Low Con 0.26
Aug 1, 2018 1 likes How much do refugees and …
Another group going to ruin a Christian nation
Another group going to ruin a Christian nation
Identity Attack0.3825363
Insult0.086852804
Profanity0.10425757
Threat0.2836219
Severe Toxicity0.018384963
Moderate 0.3827457 Low Con 0.168 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So the Hindu bloke claims all religions are the same. So why do they have so many statues of different gods. Ganesh the elephant is the most interesting. I guess they forgot why the Sikhs …
So the Hindu bloke claims all religions are the same. So why do they have so many statues of different gods. Ganesh the elephant is the most interesting. I guess they forgot why the Sikhs separated from Hinduism. They have never gotten along in India. The Sikhs were murdered by both Muslims and Hindus. But in America they can sell their BS stories and no one questions. RocaNews just did not ask the right questions.
Identity Attack0.46028158
Insult0.2735258
Profanity0.1413768
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.3827457 Constructive 0.517 Policy_Critique
Nov 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont blame Indians....Blame your Government.
Dont blame Indians....Blame your Government.
Identity Attack0.44690517
Insult0.24561718
Profanity0.07708528
Threat0.032695748
Severe Toxicity0.018449519
Moderate 0.3827457 Low Con 0.197 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Chindia. Goodbye white people. Oh, and natives too.
Chindia. Goodbye white people. Oh, and natives too.
Identity Attack0.46028158
Insult0.16053712
Profanity0.09389619
Threat0.018710058
Severe Toxicity0.021031776
Moderate 0.3827457 Low Con 0.222 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Even the Indians don't like the Indians. 😂😂😂
Even the Indians don't like the Indians. 😂😂😂
Identity Attack0.45348886
Insult0.1505596
Profanity0.12096943
Threat0.011042561
Severe Toxicity0.01986976
Moderate 0.3827457 Low Con 0.184 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Okay I wasn’t ready for muffler man Hanuman 😂
Okay I wasn’t ready for muffler man Hanuman 😂
Identity Attack0.3802808
Insult0.25998658
Profanity0.2258264
Threat0.13815513
Severe Toxicity0.052940834
Moderate 0.3827457 Low Con 0.299 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
a lot of scammers
a lot of scammers
Identity Attack0.020982565
Insult0.40243408
Profanity0.19524631
Threat0.008919456
Severe Toxicity0.010604858
Moderate 0.3827457 Moderate Con 0.362 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau brought the Poonjabis from India's Poonjab uncivilized and doesn't fit in Western culture. Trudeau must be put in jail.
Trudeau brought the Poonjabis from India's Poonjab uncivilized and doesn't fit in Western culture. Trudeau must be put in jail.
Identity Attack0.21668483
Insult0.36021477
Profanity0.02932342
Threat0.2836219
Severe Toxicity0.018126737
Moderate 0.3827457 Low Con 0.286 Identity_Assertion
Jan 20, 2026 Why Canada’s immigration system has …
its disgusting to see
its disgusting to see
Identity Attack0.015958117
Insult0.30326313
Profanity0.22572558
Threat0.007935578
Severe Toxicity0.01159668
Moderate 0.3827457 Moderate Con 0.314 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, skilled people; race doesn't matter, even that nurse guy should be deported. Don't allow any indian asylum seekers because India is poor, not as bad as a war-ridden country only allow doctors, engineers, and scientists, and businessmen with a master's degree, and don't allow Punjabi guys, they are less educated and quite erratic. Please check if they have any criminal history, and this applies to all immigrants who are not from Europe or Southeast Asia, etc You guys don't need indian truckers and janitors. pls don't be racist. Remember, 15% of all Canadian doctors are indian
Identity Attack0.46028158
Insult0.30326313
Profanity0.075792134
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.3827457 Constructive 0.616
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
This government is so incompetent
This government is so incompetent
Identity Attack0.0775651
Insult0.40243408
Profanity0.15019037
Threat0.009411395
Severe Toxicity0.009689331
Moderate 0.3827457 Low Con 0.257 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
this cannot start soon enough but will not happen under the corrupt liberals and con man carney
this cannot start soon enough but will not happen under the corrupt liberals and con man carney
Identity Attack0.0030794248
Insult0.3573089
Profanity0.00089519203
Threat0.00046059952
Severe Toxicity0.000007888382
Moderate 0.38219544 Call_To_Action
Jun 20, 2025
These turban dudes don't even consider themselves Indian. Apparently, they come from a place called Sikhistan.
These turban dudes don't even consider themselves Indian. Apparently, they come from a place called Sikhistan.
Identity Attack0.458714
Insult0.2735258
Profanity0.14930901
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.182 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Gross. I lived in India for 10 years and now it's coming to the west 😢
Gross. I lived in India for 10 years and now it's coming to the west 😢
Identity Attack0.28883415
Insult0.26957804
Profanity0.22643133
Threat0.0113014765
Severe Toxicity0.022064678
Moderate 0.3811502 Moderate Con 0.453 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We're being replaced by 3rd world people... we need to stop letting 3rd world people in the west.
We're being replaced by 3rd world people... we need to stop letting 3rd world people in the west.
Identity Attack0.45610145
Insult0.20668297
Profanity0.06746418
Threat0.015602129
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.264 Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their …
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their religion properly.
Identity Attack0.44690517
Insult0.34101152
Profanity0.0715894
Threat0.010990778
Severe Toxicity0.016512826
Moderate 0.3811502 Moderate Con 0.426 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers and then migrate. But it is the governments' responsibility to take care of their own country's demographics and policies. Yet racists string up the hardworking immigrants with the low quality hooligans. Even though the immigrants dont want any trouble but live their life peacefully. Shame.
Identity Attack0.37953663
Insult0.34782293
Profanity0.027137227
Threat0.008505191
Severe Toxicity0.012283325
Moderate 0.3811502 Constructive 0.543 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Now white people know how natives of the land felt. Karma is beautiful
Now white people know how natives of the land felt. Karma is beautiful
Identity Attack0.44690517
Insult0.16195811
Profanity0.108590275
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.3811502 Moderate Con 0.367 Identity_Assertion
Jan 20, 2026 6 likes Inside Canada's Indian Metropolis (Brampton)

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.