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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 548 of 1230
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no respect or manners something really needs to done thank you
Identity Attack0.2949366
Insult0.086852804
Profanity0.022286616
Threat0.007819066
Severe Toxicity0.010223389
Low Tox 0.25462922 Constructive 0.617 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Any commenters actually been to India? They are completely self-interested people in India. Evidently part of their culture. No sense of empathy. No sense of real generosity. Comments about the driving in Ontario are consistent …
Any commenters actually been to India? They are completely self-interested people in India. Evidently part of their culture. No sense of empathy. No sense of real generosity. Comments about the driving in Ontario are consistent with this behavior. In India, on the roads and in social contact they are inclined to push, shove, cut in, avoid eye-contact unless they perceive insult or injury to themselves. This is perhaps a function of population density, wherein everyone has to claim space and resources. There is also an element of religion, the cultural lack of Christianity which claims eternal consequences for bad behavior.
Identity Attack0.27682206
Insult0.13969865
Profanity0.027410502
Threat0.029415153
Severe Toxicity0.009918213
Low Tox 0.25462922 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This country is Broken
This country is Broken
Identity Attack0.10221587
Insult0.08410009
Profanity0.08290444
Threat0.011146127
Severe Toxicity0.007896423
Low Tox 0.25462922 Moderate Con 0.344 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …
Get them tf out now.
Get them tf out now.
Identity Attack0.009693438
Insult0.0811385
Profanity0.22622968
Threat0.048481647
Severe Toxicity0.010147095
Low Tox 0.25462922 Low Con 0.218 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
There alot more respectfull then the samalies but just as bad drivers 😂
There alot more respectfull then the samalies but just as bad drivers 😂
Identity Attack0.10221587
Insult0.17237684
Profanity0.05268429
Threat0.007598988
Severe Toxicity0.005493164
Low Tox 0.25462922 Moderate Con 0.392 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
That pos Justin Trudeau is to blame
That pos Justin Trudeau is to blame
Identity Attack0.021987455
Insult0.24767025
Profanity0.06345607
Threat0.008466354
Severe Toxicity0.005607605
Low Tox 0.25462922 Low Con 0.247
Aug 28, 2025 Why Canadians Are Turning Against …
Yeah way too many of them. Mass immigration at it's worst.
Yeah way too many of them. Mass immigration at it's worst.
Identity Attack0.23618884
Insult0.0777699
Profanity0.021740068
Threat0.009385503
Severe Toxicity0.0060272217
Low Tox 0.25462922 Moderate Con 0.339 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is formed from mass immigration peroid
Canada is formed from mass immigration peroid
Identity Attack0.22707681
Insult0.09563028
Profanity0.03389629
Threat0.008505191
Severe Toxicity0.0073623657
Low Tox 0.25462922 Low Con 0.25 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
So for all the racists cheering about this, most of the people I personally know that are being deported are from places like New Zealand and the UK. A few have weird specialized jobs that …
So for all the racists cheering about this, most of the people I personally know that are being deported are from places like New Zealand and the UK. A few have weird specialized jobs that are not going to be filled by some random college graduate. So. Good job, i guess.
Identity Attack0.18705739
Insult0.16551061
Profanity0.029460056
Threat0.007301235
Severe Toxicity0.005874634
Low Tox 0.25462922 Moderate Con 0.481 Personal_Narrative
Jan 15, 2026 2.9 million Canadian temporary visas …
Modern states (all post cold war NATO) are tailored as such to put the descendants of the citizens are always at a disadvantage. Land, taxes, infrastructure, livelihood stolen from their grandparents by their own state …
Modern states (all post cold war NATO) are tailored as such to put the descendants of the citizens are always at a disadvantage. Land, taxes, infrastructure, livelihood stolen from their grandparents by their own state and distributed to newcomers. The scapegoats are Indians in Canada, North Aficans in France, Syrians and Afghans in Turkey while the politicians commit the crime go unpunished.
Identity Attack0.23467018
Insult0.15982662
Profanity0.019758832
Threat0.009877442
Severe Toxicity0.0062179565
Low Tox 0.25462922 Moderate Con 0.382
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
The rest of Canada needs to hear this! Our immigration system is a joke
The rest of Canada needs to hear this! Our immigration system is a joke
Identity Attack0.11860296
Insult0.15982662
Profanity0.020578653
Threat0.0072365063
Severe Toxicity0.004425049
Low Tox 0.25462922 Low Con 0.286
Sep 30, 2025 2 likes IRCC Names India in Study …
Look what's happening in Saudi Arabia and USA, they're strict on illegal immigrants and deport most of them back to their country
Look what's happening in Saudi Arabia and USA, they're strict on illegal immigrants and deport most of them back to their country
Identity Attack0.2816105
Insult0.06921569
Profanity0.027820412
Threat0.0138755
Severe Toxicity0.0077056885
Low Tox 0.25462922 Moderate Con 0.396
Dec 29, 2025 1 likes Deportations From Canada at Their …
almost literally the only white family on my steet (i live in brampton)
almost literally the only white family on my steet (i live in brampton)
Identity Attack0.2854555
Insult0.05027775
Profanity0.072882555
Threat0.009955117
Severe Toxicity0.00919342
Low Tox 0.25462922 Moderate Con 0.389 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
No deodorant were harmed in the making of this video
No deodorant were harmed in the making of this video
Identity Attack0.017766917
Insult0.062150877
Profanity0.089370176
Threat0.01052473
Severe Toxicity0.010070801
Low Tox 0.25462922 Low Con 0.234 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
🏡Indian real estate agents - 🚩please explain why almost all listings on RealtorD0Tca for Toronto, Canada are under Indian Real estate agents? They try to take over all real estate. They get a lot of …
🏡Indian real estate agents - 🚩please explain why almost all listings on RealtorD0Tca for Toronto, Canada are under Indian Real estate agents? They try to take over all real estate. They get a lot of homes through mortgage fraud (watch the CDC report), to rent out as rooming houses, and they are a big reason for the housing shortage. Please do not buy from them if they are the selling agent. They are known to put harmful hidden clauses in the documents to get more money out of you than the list price, then you find out after the sale closes. They did this to one lady who bought her first home, and when the details were revealed AFTER closing, she had to file for BANKRUPTCY to clear her name and start her financial life again. DO NOT do the deal if they are the selling agent, and NEVER sign any paperwork they give you. We call it P----i paperwork. Do not sign it. Period. If they are the selling agent, walk away. Please spread the word. Their behavior is an ORGANIZED assault on the Canadian real estate and financial system, and it demands Canadians to deliver an organized response in rejection of this behavior. Boycott.
Identity Attack0.20680901
Insult0.1669316
Profanity0.07320584
Threat0.01187109
Severe Toxicity0.008354187
Low Tox 0.25462922 Constructive 0.661 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
I think the difference or reason people are upset with modern immigrants is they never even try to assimilate. They all bring their culture here and ignore the western ways.
I think the difference or reason people are upset with modern immigrants is they never even try to assimilate. They all bring their culture here and ignore the western ways.
Identity Attack0.2964622
Insult0.08410009
Profanity0.028776871
Threat0.0073918556
Severe Toxicity0.007247925
Low Tox 0.25462922 Moderate Con 0.447 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
11:03 illegal wealth! Your ppl will step on anyone for money.
11:03 illegal wealth! Your ppl will step on anyone for money.
Identity Attack0.029660052
Insult0.06826523
Profanity0.037403382
Threat0.013528148
Severe Toxicity0.006904602
Low Tox 0.25462922 Low Con 0.227 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no …
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no idea why Canadian government would allow this to happen to their own country.
Identity Attack0.28883415
Insult0.0836065
Profanity0.016821137
Threat0.010110466
Severe Toxicity0.007171631
Low Tox 0.25462922 Constructive 0.602
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Thanks for making making this video they need to be stopped before it’s too late
Thanks for making making this video they need to be stopped before it’s too late
Identity Attack0.020178653
Insult0.045007613
Profanity0.06345607
Threat0.058826666
Severe Toxicity0.011749268
Low Tox 0.25462922 Moderate Con 0.322 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
all Indian should watch this and think about how panjabi are
all Indian should watch this and think about how panjabi are
Identity Attack0.2831485
Insult0.07745308
Profanity0.08710717
Threat0.023371955
Severe Toxicity0.0125103295
Low Tox 0.25462922 Moderate Con 0.322
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants are unaware that the great opportunity they have in Quebec is worth its weight in gold. During their stay, they spend two, three, or five years here and neither speak, read, nor write French. …
Immigrants are unaware that the great opportunity they have in Quebec is worth its weight in gold. During their stay, they spend two, three, or five years here and neither speak, read, nor write French. They go about their daily lives like any other Quebecer who is settled here. And when the time comes to leave, they have to sell off what little they own and return with nothing. They shout and argue as if Canada owes them something, even though they haven't received any financial assistance from their own governments in their home countries, yet here they come demanding it. I hope that what they experienced here will motivate them to prosper when they return.
Identity Attack0.25309357
Insult0.15769513
Profanity0.026590679
Threat0.00823333
Severe Toxicity0.0074005127
Low Tox 0.25462922 Constructive 0.727 Policy_Critique
Nov 20, 2025 8 likes Quebec Ends Economic Immigration Program …
As long you are not Italian...immigrate in Canada will be really easy for you!
As long you are not Italian...immigrate in Canada will be really easy for you!
Identity Attack0.2869935
Insult0.061626412
Profanity0.019212283
Threat0.008841781
Severe Toxicity0.006866455
Low Tox 0.25462922 Moderate Con 0.329
Jul 6, 2018 How much do refugees and …
Ethnic Canadians are extremely fed up with this atrocities 😮😮😮
Ethnic Canadians are extremely fed up with this atrocities 😮😮😮
Identity Attack0.23467018
Insult0.0806213
Profanity0.025770858
Threat0.012906751
Severe Toxicity0.0066375732
Low Tox 0.25462922 Moderate Con 0.326
Aug 26, 2025 Why Canadians Are Turning Against …
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can …
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can see why all the resentment against immigrants.I unfortunately have to say Indians and Arabic culture doesn’t want to conform to their adopted country so we have to limit these group.
Identity Attack0.35624164
Insult0.075868964
Profanity0.030890211
Threat0.01086132
Severe Toxicity0.008506775
Low Tox 0.25462922 Constructive 0.734 Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Round em up ship em out.
Round em up ship em out.
Identity Attack0.009693438
Insult0.05262003
Profanity0.049427703
Threat0.34804323
Severe Toxicity0.013672344
Low Tox 0.25462922 Low Con 0.284
Nov 21, 2025 33 likes Thousands of refugees allowed into …

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.