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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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30,738 comments · Page 596 of 1230
They are definitely gaming the system. It's waaaaay too permissive. It's rough. Systems based on honor and lack of corruption get used when people used to bribery and corruption (most Indian politics, policies, taxes, etc) …
They are definitely gaming the system. It's waaaaay too permissive. It's rough. Systems based on honor and lack of corruption get used when people used to bribery and corruption (most Indian politics, policies, taxes, etc) will use the hell out of it. That's why it works in places like Denmark, Finland, etc. They don't let just ANYONE in, it's actually quite difficult. Nothing wrong with Immigration as long as the immigrants assimilate and do so legally.
Identity Attack0.17769934
Insult0.07301756
Profanity0.17055123
Threat0.008259222
Severe Toxicity0.0077819824
Low Tox 0.22445217 Constructive 0.689 Policy_Critique
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even …
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even being investigated and in fact, are bankrolling the invasion.
Identity Attack0.031980325
Insult0.15343215
Profanity0.016547862
Threat0.008323951
Severe Toxicity0.0033950806
Low Tox 0.22445217 Moderate Con 0.419 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when …
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when they hire indian international students, another indian for the POC category. Or outright corruption that indian government workers do from selling driver's licenses, CDLs etc.
Identity Attack0.24293575
Insult0.08484049
Profanity0.02249157
Threat0.008026198
Severe Toxicity0.0048065186
Low Tox 0.22445217 Moderate Con 0.436 Unverified_Claim
Sep 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The whole immigration scam relies on no one tracking and enforcing the laws
The whole immigration scam relies on no one tracking and enforcing the laws
Identity Attack0.1444726
Insult0.071116626
Profanity0.029888187
Threat0.0072365063
Severe Toxicity0.0051879883
Low Tox 0.22445217 Low Con 0.151 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
And please search and send them to Indian
And please search and send them to Indian
Identity Attack0.25647953
Insult0.043250903
Profanity0.035649836
Threat0.03373172
Severe Toxicity0.009498596
Low Tox 0.22445217 Moderate Con 0.37
Sep 29, 2025 IRCC Names India in Study …
we are already overwhelmed with migrants....they should cut those number to zero for many years just to recover from the strain.
we are already overwhelmed with migrants....they should cut those number to zero for many years just to recover from the strain.
Identity Attack0.22935481
Insult0.06023245
Profanity0.01620627
Threat0.039602257
Severe Toxicity0.0073242188
Low Tox 0.22445217 Moderate Con 0.4
Jan 4, 2026 New rules, regulations take effect …
Why is it all the leftists that say they hate the America saying their country is better get their willing to take the risk to come here illegally
Why is it all the leftists that say they hate the America saying their country is better get their willing to take the risk to come here illegally
Identity Attack0.16159154
Insult0.075868964
Profanity0.02932342
Threat0.008764107
Severe Toxicity0.0049591064
Low Tox 0.22445217 Low Con 0.283 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
If Europeans don't want to live there, they can move back to Europe
If Europeans don't want to live there, they can move back to Europe
Identity Attack0.23011416
Insult0.039444692
Profanity0.036651865
Threat0.013476364
Severe Toxicity0.0073242188
Low Tox 0.22445217 Low Con 0.175
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not indians “ North Indians”
Not indians “ North Indians”
Identity Attack0.27875587
Insult0.076185785
Profanity0.05268429
Threat0.009566744
Severe Toxicity0.011978149
Low Tox 0.22445217 Low Con 0.262 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Need way more deportations.
Need way more deportations.
Identity Attack0.11976352
Insult0.034672357
Profanity0.01887069
Threat0.04167421
Severe Toxicity0.006713867
Low Tox 0.22445217 Low Con 0.212 Policy_Critique
Dec 25, 2025 1 likes Deportations From Canada at Their …
This is so horrifying. Why do western people keep letting this happen to their countries?
This is so horrifying. Why do western people keep letting this happen to their countries?
Identity Attack0.10221587
Insult0.06372428
Profanity0.050680235
Threat0.009230154
Severe Toxicity0.0049972534
Low Tox 0.22445217 Moderate Con 0.338 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Buddy on the bike is too old to believe everything on the Internet
Buddy on the bike is too old to believe everything on the Internet
Identity Attack0.013244915
Insult0.12521741
Profanity0.03339528
Threat0.008712323
Severe Toxicity0.0042915344
Low Tox 0.22445217 Low Con 0.233 Meta_Commentary
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana …
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana don't like to assimilate to American cultures.
Identity Attack0.28622448
Insult0.046178754
Profanity0.024609445
Threat0.007586042
Severe Toxicity0.0052261353
Low Tox 0.22445217 Constructive 0.684
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you are an immigrant and you consciously decide to break the law, then you should be deported. If your family has issues with that decision, then you can go with them. If I were …
If you are an immigrant and you consciously decide to break the law, then you should be deported. If your family has issues with that decision, then you can go with them. If I were to break the law in another country, they wouldn’t hesitate to ship me back to where I came from. Just to be clear, I’m not conservative. In my eyes there is more to loose going that route. I feel I’m far more productive to put pressure on my representatives than to vote conservative and become the 51st state. Besides, their whining irritates me.
Identity Attack0.20088354
Insult0.07428485
Profanity0.027683776
Threat0.027170537
Severe Toxicity0.007247925
Low Tox 0.22445217 Constructive 0.635 Moral_Argument
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
You guys are so missing the whole point, and it is perfect like rhat. One migrant equals one public job, Don t you understand that your public workers, the government workers sold your country to …
You guys are so missing the whole point, and it is perfect like rhat. One migrant equals one public job, Don t you understand that your public workers, the government workers sold your country to strangers. Everything our fathers worked for, they gave it away in exchange for a 23$ per hour job. They kept unworking, seeling your futur.......THIS is the core of the problem. Do you know a single public worker in the last 10 years who lost his job ?, lost wages ? Lost any life quality ? But every single private worker did........
Identity Attack0.10221587
Insult0.12883772
Profanity0.027137227
Threat0.0076507707
Severe Toxicity0.0051116943
Low Tox 0.22445217 Constructive 0.519 Economic_Argument
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
It is the MOST SAD DAY, When the Mayor of Toronto, is ordered to make space for illegal Asylum seekers, ahead of our own communities "HOMELESS"?????????????????????????????????????????????????????????????????? Where have all the Protestors Dissapeared to????????????????????????????????????????????????
It is the MOST SAD DAY, When the Mayor of Toronto, is ordered to make space for illegal Asylum seekers, ahead of our own communities "HOMELESS"?????????????????????????????????????????????????????????????????? Where have all the Protestors Dissapeared to????????????????????????????????????????????????
Identity Attack0.11860296
Insult0.0816321
Profanity0.014190876
Threat0.009981008
Severe Toxicity0.0065994263
Low Tox 0.22445217 Moderate Con 0.428
Aug 3, 2018 1 likes How much do refugees and …
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
Identity Attack0.23922618
Insult0.06512285
Profanity0.04892669
Threat0.010654188
Severe Toxicity0.008506775
Low Tox 0.22445217 Constructive 0.55 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Why not make it affordable for Canadian women to have more than 1 child? Why bring Muslim women who don't work or pay taxes while paying them $700 plus per child, to have several children …
Why not make it affordable for Canadian women to have more than 1 child? Why bring Muslim women who don't work or pay taxes while paying them $700 plus per child, to have several children and $1950 per adult...so a refugee family with 3 children gets $6000 to live on not even working...when 2 working Canadians often don't earn that each working full time and have to pay taxes and child care for each child they have.
Identity Attack0.28034934
Insult0.061801232
Profanity0.013200258
Threat0.0064985976
Severe Toxicity0.004386902
Low Tox 0.22445217 Moderate Con 0.468
Aug 31, 2025 5 likes Why Canadians Are Turning Against …
I've had both good and bad experiences with Indians, I worked with one guy at the local supermarket, he literally had the entire department hating on him, he was disrespectful, constantly tried to avoid doing …
I've had both good and bad experiences with Indians, I worked with one guy at the local supermarket, he literally had the entire department hating on him, he was disrespectful, constantly tried to avoid doing his job, the rest of my department had to rally together to tell management to get rid of him, on the other hand, I've also worked with Indians that were the complete opposite, very respectful, kind and hard working. One guy lived in one city, went to school (College/University) in another and worked in my small city, it blew my mind at how busy his life was. They're not all bad but it does feel a little odd to see so many in BC
Identity Attack0.23922618
Insult0.082372494
Profanity0.14490221
Threat0.029587816
Severe Toxicity0.012574885
Low Tox 0.22445217 Constructive 0.859 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Honestly could be so much worse but it is unfortunate to imagine a close knit majority white town completely changing for the worse because the government wanted to bring in a foreign people instead of …
Honestly could be so much worse but it is unfortunate to imagine a close knit majority white town completely changing for the worse because the government wanted to bring in a foreign people instead of prioritizing its own people.
Identity Attack0.26325142
Insult0.06302499
Profanity0.033144772
Threat0.008789998
Severe Toxicity0.005493164
Low Tox 0.22445217 Constructive 0.539 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The superpower of India is its unlimited Indians. The plan is to send these unlimited Indians to all developed countries, where they take root in every sector and send remittances back to India. This strategy …
The superpower of India is its unlimited Indians. The plan is to send these unlimited Indians to all developed countries, where they take root in every sector and send remittances back to India. This strategy repeats again and again: Indians go out, money comes in. The incoming funds are used to rebuild and strengthen India. Over time, this process creates a powerful India, one that not only rises on the global stage but also begins to take over developed nations from within. That’s how they conquer the world.
Identity Attack0.27171627
Insult0.08212569
Profanity0.051932767
Threat0.023026628
Severe Toxicity0.01159668
Low Tox 0.22445217 Moderate Con 0.399 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
more indian to canada pls
more indian to canada pls
Identity Attack0.27914262
Insult0.056719027
Profanity0.025770858
Threat0.009126588
Severe Toxicity0.008583069
Low Tox 0.22445217 Moderate Con 0.312
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Colonizer are colonised😂😂
Colonizer are colonised😂😂
Identity Attack0.10221587
Insult0.08434689
Profanity0.09034003
Threat0.012699619
Severe Toxicity0.013801457
Low Tox 0.22445217 Low Con 0.215
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am a hindu Indian immigrant. I had come to this country tobhave some peaceful life. But these days there is no peace, hardly any Canadian culture visible. I go to a beautiful park in …
I am a hindu Indian immigrant. I had come to this country tobhave some peaceful life. But these days there is no peace, hardly any Canadian culture visible. I go to a beautiful park in the evening... And it looks like I have come to either Africa, or middle-Eastern country.. Or I have gone back to india again..
Identity Attack0.28034934
Insult0.061801232
Profanity0.024472807
Threat0.0074436385
Severe Toxicity0.0074005127
Low Tox 0.22445217 Constructive 0.554 Personal_Narrative
Aug 25, 2025 60 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.