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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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Active: "From Canada. This is the …" 6,088 comments · Page 94 of 244
nobody likes them and nobody wants them. Canada was far better without them
nobody likes them and nobody wants them. Canada was far better without them
Identity Attack0.18235919
Insult0.16802633
Profanity0.026317406
Threat0.029415153
Severe Toxicity0.009384155
Moderate 0.32074678 Low Con 0.213 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Anyone under 45 in Canada cant afford to live because of these insane policies.
Anyone under 45 in Canada cant afford to live because of these insane policies.
Identity Attack0.105836816
Insult0.28997475
Profanity0.025360947
Threat0.007340072
Severe Toxicity0.0051498413
Moderate 0.32020867 Low Con 0.294 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Deport out of Canada.. period
Deport out of Canada.. period
Identity Attack0.2831485
Insult0.07840354
Profanity0.02385794
Threat0.059796512
Severe Toxicity0.013866014
Moderate 0.32020867 Low Con 0.179 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Many criminals and wanted terrorists in India have been given asylum in Canada. The previous Canadian PM was openly protecting them.
Many criminals and wanted terrorists in India have been given asylum in Canada. The previous Canadian PM was openly protecting them.
Identity Attack0.29951343
Insult0.24903896
Profanity0.017845914
Threat0.010265815
Severe Toxicity0.008888245
Moderate 0.32020867 Low Con 0.286
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The sudden wave of immigrants coming to Canada was too much all at once. Them not respecting the Canadian ways doesn't help the fact that they are taking over our country. If they respected public …
The sudden wave of immigrants coming to Canada was too much all at once. Them not respecting the Canadian ways doesn't help the fact that they are taking over our country. If they respected public places and spoke English like everyone else (or at least tries their darnest) maybe people who were born and raised in Canada wouldn't have this collective thoughts on them.
Identity Attack0.25986546
Insult0.24928534
Profanity0.174273
Threat0.007935578
Severe Toxicity0.010681152
Moderate 0.32020867 Constructive 0.627 Identity_Assertion
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs Jesus Christ soooooo badly!!
Canada needs Jesus Christ soooooo badly!!
Identity Attack0.28034934
Insult0.15840563
Profanity0.06495911
Threat0.011379151
Severe Toxicity0.01412424
Moderate 0.32020867 Low Con 0.226
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs deportations
Canada needs deportations
Identity Attack0.33352965
Insult0.06889887
Profanity0.04892669
Threat0.0824309
Severe Toxicity0.013736901
Moderate 0.32020867 Low Con 0.165
Jan 20, 2026 Why Canada’s immigration system has …
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints …
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints a very bad perspective for all the genuinely hardworking citizens and residents of Indian origins, why not show that side of them too? There’s obviously actual students who come to study and provide for the community while also maintaining their own culture? What’s wrong with that? Besides, what is a Canadian culture if not a mix of immigrants from all around the world? Are white people also not just immigrants to this country or did they magically spawn in this place? They’ve committed ATROCITIES (not just in Canada), yet have the audacity to act like they’re the cleanest ones in the land. While I do agree some Indians do not improve the reputation, most are really kind, helpful and honest people. Perhaps treat everyone like humans for a change instead of using the bad ones as a benchmark. PS, cutting to the ugly streets when someone mentions Punjab is probably the cheapest attention grab, obviously there’s bad streets, ugly roads, gross people everywhere but so are beautiful ones, lovely countryside views, beautiful mountains and most of all, very hardworking and respectful people as well. Your view of Punjab is just NOT the same as the one of the people in the video who view their motherland as a beautiful place. You can portray every place in the world in that light with the wrong perspective, be it New York, Paris, Barcelona, Cairo, Sydney, Rio, London, etc, but it must be nice to get a few more looks at the expense of demeaning others.
Identity Attack0.13591312
Insult0.2817503
Profanity0.10178173
Threat0.009747985
Severe Toxicity0.009994507
Moderate 0.32020867 Constructive 0.821
Jan 27, 2026 Inside Canada's Indian Invasion...
"Inside Canada's hindu invasion."
"Inside Canada's hindu invasion."
Identity Attack0.38699543
Insult0.12521741
Profanity0.033144772
Threat0.011275585
Severe Toxicity0.013155893
Moderate 0.32020867 Low Con 0.227 Meta_Commentary
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Dude on the bike is genuinely racist and he accurately illustrates how majority of the population in Canada, America, and Europe think and believe. There is much racialization and generalization going on in the video.
Dude on the bike is genuinely racist and he accurately illustrates how majority of the population in Canada, America, and Europe think and believe. There is much racialization and generalization going on in the video.
Identity Attack0.25140062
Insult0.2469859
Profanity0.024199532
Threat0.007353018
Severe Toxicity0.008087158
Moderate 0.32020867 Constructive 0.567 Meta_Commentary
Feb 19, 2026 Inside Canada's Indian Invasion...
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the …
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the american to attach the candians people there
Identity Attack0.3817989
Insult0.08459369
Profanity0.04742365
Threat0.13566011
Severe Toxicity0.015092585
Moderate 0.32020867 Low Con 0.258 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Invasion without war. Canada’s government is guilty of treason.
Invasion without war. Canada’s government is guilty of treason.
Identity Attack0.17536941
Insult0.2679134
Profanity0.021125201
Threat0.012699619
Severe Toxicity0.0076675415
Moderate 0.31963667 Low Con 0.119 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
So to talk about people in-fluxing in, taking over cities, causing a boom in the population of their diaspora, not assimilating into the culture....isn't it what "White colonialism ' did? Canada was not white country …
So to talk about people in-fluxing in, taking over cities, causing a boom in the population of their diaspora, not assimilating into the culture....isn't it what "White colonialism ' did? Canada was not white country a couple of Hundred years ago, it was stolen, invaded and completely white washed. Unfortunately no immigrant see Canada for what it should have been under the native people of Canada...so why are you scapegoating it when you're getting a taste of your own medicine. Claiming victimhood doesn't solve anything I guess...
Identity Attack0.36702603
Insult0.1823172
Profanity0.035649836
Threat0.0116639575
Severe Toxicity0.012962224
Moderate 0.31963667 Constructive 0.627
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
Le canada devient l'Inde !!! 🤦 Quelle horreur
Le canada devient l'Inde !!! 🤦 Quelle horreur
Identity Attack0.29035977
Insult0.3388922
Profanity0.030639706
Threat0.006550381
Severe Toxicity0.023076924
Moderate 0.31963667 Low Con 0.234 Fear_Threat
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian, i don't want Canada or any other place in the world to turn into another India...
As an Indian, i don't want Canada or any other place in the world to turn into another India...
Identity Attack0.4006267
Insult0.082866095
Profanity0.02385794
Threat0.00899713
Severe Toxicity0.012435913
Moderate 0.31963667 Constructive 0.515 Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
They should go back to india this is Canada NOT india and no that does not make me racist i have the right of wanting my country to stay the same I was born in
They should go back to india this is Canada NOT india and no that does not make me racist i have the right of wanting my country to stay the same I was born in
Identity Attack0.37292135
Insult0.08558089
Profanity0.031140719
Threat0.008738215
Severe Toxicity0.011749268
Moderate 0.31963667 Constructive 0.519 Identity_Assertion
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Thanks Trudeau for destroying Canada. I hope everyone remembers your legacy of destroying Canadian culture, Canadian kindness all while stealing more money than any other prime minister combined to date. .
Thanks Trudeau for destroying Canada. I hope everyone remembers your legacy of destroying Canadian culture, Canadian kindness all while stealing more money than any other prime minister combined to date. .
Identity Attack0.06704199
Insult0.24928534
Profanity0.015454767
Threat0.046218675
Severe Toxicity0.008049011
Moderate 0.31963667 Moderate Con 0.367
Oct 2, 2025 1 likes Why Canadians Are Turning Against …
The Europeans drove the Natives out now the Europeans are being displaced by Indians in Canada
The Europeans drove the Natives out now the Europeans are being displaced by Indians in Canada
Identity Attack0.38215697
Insult0.12702756
Profanity0.037904397
Threat0.011922873
Severe Toxicity0.0126394415
Moderate 0.31963667 Low Con 0.22
Sep 24, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Is it problem with Indians in Canada or the Canadian politicians empowering this. Trudeau along with the his Sikh partner 😂
Is it problem with Indians in Canada or the Canadian politicians empowering this. Trudeau along with the his Sikh partner 😂
Identity Attack0.3758158
Insult0.1640896
Profanity0.026590679
Threat0.007624879
Severe Toxicity0.00919342
Moderate 0.31963667 Low Con 0.202 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
We need to send them back asap Immigrants are taking over Canada send them back
We need to send them back asap Immigrants are taking over Canada send them back
Identity Attack0.36702603
Insult0.110259406
Profanity0.022696527
Threat0.043309137
Severe Toxicity0.0118255615
Moderate 0.31963667 Low Con 0.186
Sep 2, 2025 Why Canadians Are Turning Against …
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And …
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And Desis just happen to be the people willing to migrate and “create” a city out of nothing as you say. This is not showing both sides of anything. The Polish guy was just racist lol “ they all look the same” We are other-ized by the average Canadian and face bias often, at work or in regular social situations. Then the nice Canadian wonders why we hang out amongst ourselves and prefer employing each other lol
Identity Attack0.28034934
Insult0.24928534
Profanity0.056441884
Threat0.008285114
Severe Toxicity0.011444092
Moderate 0.31963667 Constructive 0.681
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
"We did this for Quebec and Canada we came here for Canada." Well, theres your mistake, most of Quebec hates Canada. Lmao.
"We did this for Quebec and Canada we came here for Canada." Well, theres your mistake, most of Quebec hates Canada. Lmao.
Identity Attack0.293411
Insult0.16780703
Profanity0.043916557
Threat0.0076119336
Severe Toxicity0.0074768066
Moderate 0.31963667 Moderate Con 0.311
Nov 20, 2025 4 likes Quebec Ends Economic Immigration Program …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate …
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate (because we all look the same to white people 🙃🙃)
Identity Attack0.38208112
Insult0.0838533
Profanity0.06295506
Threat0.009178371
Severe Toxicity0.011138916
Moderate 0.31825066 Constructive 0.66 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...

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.