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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "They are here to destroy …" 502 comments · Page 17 of 21
Canada’s refugee system is being exploited by fraud and political negligence. Real refugees lose, taxpayers lose, and public trust is destroyed. Stop the scams now.
Canada’s refugee system is being exploited by fraud and political negligence. Real refugees lose, taxpayers lose, and public trust is destroyed. Stop the scams now.
Identity Attack0.06385879
Insult0.16809943
Profanity0.025634222
Threat0.009903334
Severe Toxicity0.004119873
Low Tox 0.2396185 Moderate Con 0.395
Dec 16, 2025 IRCC Names India in Study …
This disaster is on the Liberal government. We would not be in this position if the liberals hadn't destroyed our immigration system.
This disaster is on the Liberal government. We would not be in this position if the liberals hadn't destroyed our immigration system.
Identity Attack0.11280017
Insult0.08558089
Profanity0.01982715
Threat0.016638106
Severe Toxicity0.0043678284
Low Tox 0.23739935 Moderate Con 0.334
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
Identity Attack0.089973204
Insult0.08410009
Profanity0.075468846
Threat0.021300001
Severe Toxicity0.0060272217
Low Tox 0.23739935 Low Con 0.279
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
This is an exact copy of America's story. Even though the immigrants are now being deported, inflation is still rising out of control. The US has been destroyed by our own president.
This is an exact copy of America's story. Even though the immigrants are now being deported, inflation is still rising out of control. The US has been destroyed by our own president.
Identity Attack0.105836816
Insult0.097093195
Profanity0.021330157
Threat0.012958534
Severe Toxicity0.0044059753
Low Tox 0.23739935 Moderate Con 0.458
Aug 25, 2025 Why Canadians Are Turning Against …
The Liberals destroyed immigration and turned it into unvetted invasion.
The Liberals destroyed immigration and turned it into unvetted invasion.
Identity Attack0.16587129
Insult0.07238392
Profanity0.019963788
Threat0.01254427
Severe Toxicity0.0043296814
Low Tox 0.2359567 Low Con 0.168
Jun 23, 2025 How Canada broke its immigration …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and that feel their pay check and freedom come from the government. Education in this context is the workings and history of this country.
Identity Attack0.23239216
Insult0.07333439
Profanity0.019553876
Threat0.03235042
Severe Toxicity0.0064468384
Low Tox 0.2359567 Moderate Con 0.35 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Liberal voters continuing to destroy Canada even after a 10 year track record of failure.
Liberal voters continuing to destroy Canada even after a 10 year track record of failure.
Identity Attack0.072601855
Insult0.089778624
Profanity0.015591404
Threat0.038911607
Severe Toxicity0.0045776367
Low Tox 0.23451406 Low Con 0.126
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Name one civilization in history where a flood of foreigners didn't destroy the existing culture there. Just one.
Name one civilization in history where a flood of foreigners didn't destroy the existing culture there. Just one.
Identity Attack0.25478655
Insult0.06652143
Profanity0.021945024
Threat0.011689849
Severe Toxicity0.0066375732
Low Tox 0.23451406 Low Con 0.142
Jan 5, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
The all need to leave. If nothing is done they will destroy Canada.
The all need to leave. If nothing is done they will destroy Canada.
Identity Attack0.060220852
Insult0.036325075
Profanity0.021398475
Threat0.17964768
Severe Toxicity0.0076293945
Low Tox 0.23451406 Low Con 0.159 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of …
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of the Liberal government. America gave these cases ten years to see if they would leave where as Canada gave just a few months. Just another example of Liberals putting the interests of non citizens above citizens.
Identity Attack0.12735364
Insult0.15556364
Profanity0.013951761
Threat0.011042561
Severe Toxicity0.004749298
Low Tox 0.23415339 Moderate Con 0.444 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were …
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were no catholic churches in india. But these people are coming peacefully and not looting your country. They are also providing for canada. Please dont be racist. World is changing ,times aredifferent. Please accept the change. All have rights to follow any religion and follow there culture. you can get work done from them for cheap labour, but cant accept their culture. This isnt fair. Just becouse someone change there country they cant change their culture or values within a year or two.
Identity Attack0.22935481
Insult0.100019015
Profanity0.021398475
Threat0.010550622
Severe Toxicity0.0059127808
Low Tox 0.23271075 Constructive 0.632 Moral_Argument
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Canadians agree liberals destroyed our immigration system yet they keep voting liberal
Canadians agree liberals destroyed our immigration system yet they keep voting liberal
Identity Attack0.17614605
Insult0.082619295
Profanity0.016616182
Threat0.010835429
Severe Toxicity0.0042915344
Low Tox 0.23235008 Low Con 0.262 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Once you realize the purpose of the liberal party is to destroy Canada everything they do makes sense.
Once you realize the purpose of the liberal party is to destroy Canada everything they do makes sense.
Identity Attack0.09410924
Insult0.06634661
Profanity0.017914234
Threat0.100830056
Severe Toxicity0.005722046
Low Tox 0.23198941 Low Con 0.146
Jun 22, 2025 How Canada broke its immigration …
Being realistic isn’t being uncharitable. If you bring in so many immigrants that you destroy the very system that supports those immigrants (and all of the citizens of the country) then you are doing far …
Being realistic isn’t being uncharitable. If you bring in so many immigrants that you destroy the very system that supports those immigrants (and all of the citizens of the country) then you are doing far more harm than good!
Identity Attack0.19693321
Insult0.07365121
Profanity0.017436003
Threat0.013269233
Severe Toxicity0.005874634
Low Tox 0.23162876 Moderate Con 0.43 Policy_Critique
Feb 22, 2026 4 likes LILLEY UNLEASHED: The fall of …
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
Identity Attack0.078392304
Insult0.0638991
Profanity0.030138692
Threat0.04524883
Severe Toxicity0.007095337
Low Tox 0.23090743 Constructive 0.512 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Liberal Government is to blame for not just failed immigration policies, but MANY other thing's that have destroyed this Country!
The Liberal Government is to blame for not just failed immigration policies, but MANY other thing's that have destroyed this Country!
Identity Attack0.10221587
Insult0.0816321
Profanity0.0147374235
Threat0.010731863
Severe Toxicity0.004386902
Low Tox 0.22579013 Moderate Con 0.4
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
To keep the left in power AND extreme humanist ideologists destroyed the system. This country is done!
To keep the left in power AND extreme humanist ideologists destroyed the system. This country is done!
Identity Attack0.084182754
Insult0.08533409
Profanity0.016547862
Threat0.01940071
Severe Toxicity0.0049972534
Low Tox 0.22445217 Low Con 0.199 Fear_Threat
Jun 18, 2025 1 likes How Canada broke its immigration …
Western world destroys countries all around the world, then people complain they come in the western world to flee poverty
Western world destroys countries all around the world, then people complain they come in the western world to flee poverty
Identity Attack0.1232452
Insult0.06023245
Profanity0.03990845
Threat0.025961896
Severe Toxicity0.0063323975
Low Tox 0.22311419 Low Con 0.173 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Identity Attack0.043839492
Insult0.123407245
Profanity0.014600786
Threat0.014911477
Severe Toxicity0.004425049
Low Tox 0.21776234 Moderate Con 0.307 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without consultation with anyone. The Liberals take no ideas or instruction from the people who are paying and employing them. They did not elect a Dictator which we have.
Identity Attack0.06929302
Insult0.15556364
Profanity0.013234417
Threat0.010835429
Severe Toxicity0.0038146973
Low Tox 0.21642438 Low Con 0.277 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
Identity Attack0.1808059
Insult0.07491849
Profanity0.01490822
Threat0.029415153
Severe Toxicity0.005607605
Low Tox 0.21374844 Moderate Con 0.393 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney needs to go...he actually has finished destroying Canada...trump can take over and bring ICE
Carney needs to go...he actually has finished destroying Canada...trump can take over and bring ICE
Identity Attack0.014953227
Insult0.09563028
Profanity0.016001316
Threat0.039602257
Severe Toxicity0.0051498413
Low Tox 0.21241048 Low Con 0.172
Jan 4, 2026 1 likes New rules, regulations take effect …
Every single Western nation is being destroyed. This is not a coincidence!
Every single Western nation is being destroyed. This is not a coincidence!
Identity Attack0.10221587
Insult0.056133457
Profanity0.023789622
Threat0.059796512
Severe Toxicity0.006828308
Low Tox 0.21241048 Low Con 0.126 Fear_Threat
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government …
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government and our boomers.
Identity Attack0.16159154
Insult0.083359696
Profanity0.014634945
Threat0.008919456
Severe Toxicity0.0046539307
Low Tox 0.21107252 Constructive 0.587
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Trudeau was destroying Canada and no one said anything. It time to fight back.
Trudeau was destroying Canada and no one said anything. It time to fight back.
Identity Attack0.013646871
Insult0.08434689
Profanity0.01265371
Threat0.05042134
Severe Toxicity0.0041770935
Low Tox 0.20312156 Low Con 0.249
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.