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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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Search comment text, filter by category or toxicity level
Active: "We as Canadians have to …" 3,707 comments · Page 48 of 149
No worries... all the fake refugees, after being denied, will be offered 6 figure jobs in the Liberal government... so they will be paying taxes. With YOUR tax dollars... This is beyond bizarre... this woman …
No worries... all the fake refugees, after being denied, will be offered 6 figure jobs in the Liberal government... so they will be paying taxes. With YOUR tax dollars... This is beyond bizarre... this woman seems cognitively challenged... just like the "Canadians" who keep voting for this trainwreck government
Identity Attack0.2869935
Insult0.3393024
Profanity0.02836696
Threat0.0077025536
Severe Toxicity0.008811951
Moderate 0.3389984 Low Con 0.291 Humor_Satire
Nov 21, 2025 Thousands of refugees allowed into …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this country it would be a disgrace. Canadians are tired and are feeling the impact on mass immigration. Government has failed us miserably.
Identity Attack0.20878418
Insult0.29383746
Profanity0.06295506
Threat0.0084793
Severe Toxicity0.009231567
Moderate 0.3389984 Constructive 0.561 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians are having Indian fatigue 😮
Canadians are having Indian fatigue 😮
Identity Attack0.38176915
Insult0.24424846
Profanity0.07870171
Threat0.009048914
Severe Toxicity0.014511578
Moderate 0.3389984 Low Con 0.275 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Identity Attack0.40883094
Insult0.15414265
Profanity0.03489832
Threat0.036839653
Severe Toxicity0.018707745
Moderate 0.3389984 Low Con 0.215 Humor_Satire
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
Identity Attack0.32184324
Insult0.30797598
Profanity0.052183274
Threat0.0089712385
Severe Toxicity0.011138916
Moderate 0.3389984 Constructive 0.592 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own country and take the northern territories with you. You cannot let the communist take such beauty away from the world. The foreigners will destroy that land.
Identity Attack0.37292135
Insult0.16266862
Profanity0.03189224
Threat0.1338057
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians are to complacent & NEED TO CHANGE THAT IMMEDIATELY!!!!!
Canadians are to complacent & NEED TO CHANGE THAT IMMEDIATELY!!!!!
Identity Attack0.33060804
Insult0.26957804
Profanity0.026590679
Threat0.011689849
Severe Toxicity0.010681152
Moderate 0.3389984 Low Con 0.257
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Identity Attack0.3825363
Insult0.24928534
Profanity0.024677763
Threat0.008712323
Severe Toxicity0.013801457
Moderate 0.3389984 Low Con 0.277
Oct 22, 2025 IRCC Names India in Study …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people …
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people from other countries want to move to their stolen land.
Identity Attack0.37655997
Insult0.24928534
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0104522705
Moderate 0.3389984 Moderate Con 0.346 Moral_Argument
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Identity Attack0.37012735
Insult0.24630153
Profanity0.050429728
Threat0.024580594
Severe Toxicity0.014188796
Moderate 0.3389984 Constructive 0.691 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Legal immigrants are also pissed at the amount of refugees. We went through so much to get here. But these folks just get right in and considered Canadians!?
Legal immigrants are also pissed at the amount of refugees. We went through so much to get here. But these folks just get right in and considered Canadians!?
Identity Attack0.316
Insult0.26957804
Profanity0.20700185
Threat0.0072365063
Severe Toxicity0.013801457
Moderate 0.3389984 Constructive 0.509
Jan 8, 2023 1 likes How much do refugees and …
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Identity Attack0.44690517
Insult0.15414265
Profanity0.032643758
Threat0.019918699
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.388
Aug 28, 2025 Why Canadians Are Turning Against …
Canadian here … WE ARE FULL !!!!!! NO MORE ! ! ! ! MAKE YOUR OWN COUNTRY BETTER
Canadian here … WE ARE FULL !!!!!! NO MORE ! ! ! ! MAKE YOUR OWN COUNTRY BETTER
Identity Attack0.32184324
Insult0.08831572
Profanity0.025770858
Threat0.012440704
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.352 Identity_Assertion
Feb 12, 2026 6 likes Canada's tighter immigration policy divides …
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
Identity Attack0.3817989
Insult0.16839184
Profanity0.018529098
Threat0.008323951
Severe Toxicity0.0104522705
Moderate 0.3389984 Low Con 0.203
Oct 29, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not allen of the Qurans or the other gods of pagans. Time to get right with Christ Jesus not much time left, Jesus is on His way back here as He promised. Get ready to welcome the King of kings.
Identity Attack0.41052565
Insult0.16846494
Profanity0.027410502
Threat0.008129764
Severe Toxicity0.014963473
Moderate 0.3389984 Moderate Con 0.346 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
Identity Attack0.45610145
Insult0.14512913
Profanity0.04366605
Threat0.009230154
Severe Toxicity0.01302678
Moderate 0.3389984 Moderate Con 0.339
Sep 28, 2025 2 likes Why Canadians Are Turning Against …
(White) Canadians should probably get better educated than sitting here commenting.
(White) Canadians should probably get better educated than sitting here commenting.
Identity Attack0.3817989
Insult0.16480011
Profanity0.02385794
Threat0.007534259
Severe Toxicity0.010375977
Moderate 0.3389984 Low Con 0.147 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Why the Canadian government allow the indian people to enter Canada, look at their population in India 🇮🇳 over Billion of them Canadian government should do something right now before is too late to start …
Why the Canadian government allow the indian people to enter Canada, look at their population in India 🇮🇳 over Billion of them Canadian government should do something right now before is too late to start deport them
Identity Attack0.43256098
Insult0.14874944
Profanity0.02119352
Threat0.030278467
Severe Toxicity0.015544481
Moderate 0.3389984 Low Con 0.261
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Diversity is killing this country we need canadians to be one an not traitors to this country
Diversity is killing this country we need canadians to be one an not traitors to this country
Identity Attack0.24150419
Insult0.24928534
Profanity0.051932767
Threat0.12382901
Severe Toxicity0.012435913
Moderate 0.3389984 Low Con 0.299
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become …
The government pays the expenses for these immigration peoples. They should look after their own first. The immigrants are taking over, not speaking English or assimilating. We were here first! You dont want to become Canadian, go back where you came from!
Identity Attack0.3817989
Insult0.17361937
Profanity0.021398475
Threat0.011689849
Severe Toxicity0.013543231
Moderate 0.3389984 Moderate Con 0.307 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because …
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because the government pays half their wages. So quality of EVERYTHING has dropped soo far below par. I hope all these BACKSTABBING TRADERs lose their businesses. That should be ILLEGAL!!!!
Identity Attack0.28034934
Insult0.25205973
Profanity0.04642162
Threat0.043309137
Severe Toxicity0.015286255
Moderate 0.3389984 Constructive 0.537 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick together with their fellow whites So there’s no nationalism in this country Even though you have Canadian citizenship you will only help someone who has same skin colour like you Indian business will only hire Indians , Indian homeowners will only rent out their own Indian people Indians even force other foreigners to speak their language Hindi or punjabi if they want to live with them India itself is very racist country , few years ago group of Nigerians were arrested and handcuffed like criminals they treat black people like criminals
Identity Attack0.3895355
Insult0.23237456
Profanity0.039407436
Threat0.009566744
Severe Toxicity0.014640691
Moderate 0.3389984 Constructive 0.607 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Good job, thanks for making this segment. I went to Nova Scotia last summer, I couldn't believe how many Indians were there, it was unrecognizable! They have crushed Canadian culture.
Good job, thanks for making this segment. I went to Nova Scotia last summer, I couldn't believe how many Indians were there, it was unrecognizable! They have crushed Canadian culture.
Identity Attack0.41052565
Insult0.16883044
Profanity0.035148825
Threat0.038220957
Severe Toxicity0.015286255
Moderate 0.3389984 Constructive 0.707 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Identity Attack0.10221587
Insult0.36798462
Profanity0.07191269
Threat0.013113883
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.475 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.