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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: "You can’t make it make …" 1,431 comments · Page 44 of 58
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them. So stop pointing fingers. This is our Canada, built by all of us, together. Diversity isn’t the problem — it’s our power. 💪
Identity Attack0.053399716
Insult0.026831545
Profanity0.012722028
Threat0.0066733654
Severe Toxicity0.0020694733
Low Tox 0.10175867 Constructive 0.653 Solidarity
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the crushing debt we will pay for years to come thanks Liberals!!
Identity Attack0.029402243
Insult0.033570543
Profanity0.011902207
Threat0.007081157
Severe Toxicity0.0019454956
Low Tox 0.1013248 Moderate Con 0.313
Nov 6, 2018 How much do refugees and …
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
Identity Attack0.014249804
Insult0.033570543
Profanity0.016957775
Threat0.009074804
Severe Toxicity0.0023174286
Low Tox 0.10089093 Moderate Con 0.435 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
Identity Attack0.06158508
Insult0.0279513
Profanity0.015420608
Threat0.006427396
Severe Toxicity0.0019359589
Low Tox 0.10045706 Moderate Con 0.322 Identity_Assertion
Jun 20, 2025 11 likes How Canada broke its immigration …
Why do western countries allow non-Western peoples to make their own towns?
Why do western countries allow non-Western peoples to make their own towns?
Identity Attack0.06522302
Insult0.023866551
Profanity0.015079016
Threat0.00713294
Severe Toxicity0.0025177002
Low Tox 0.10045706 Low Con 0.188 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I think Quebec should absorb all of Canada and just make them all speak French. Easy day.
I think Quebec should absorb all of Canada and just make them all speak French. Easy day.
Identity Attack0.06294931
Insult0.022255141
Profanity0.012687869
Threat0.012026439
Severe Toxicity0.0032997131
Low Tox 0.10002319 Low Con 0.222
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They all move where the YT people are because deep down they know YT people are better and have better societies. They can’t make desirable societies on their own. Always following YT around.
They all move where the YT people are because deep down they know YT people are better and have better societies. They can’t make desirable societies on their own. Always following YT around.
Identity Attack0.026007013
Insult0.029934563
Profanity0.027410502
Threat0.0071847234
Severe Toxicity0.0023651123
Low Tox 0.09915545 Low Con 0.165 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Cut off all their uses of resources in the country and them from jobs ban them from housing ban them from resources make it illegal for everything that they do and make any jobs. They …
Cut off all their uses of resources in the country and them from jobs ban them from housing ban them from resources make it illegal for everything that they do and make any jobs. They seek illegal to hire them and make the owners of the business responsible.
Identity Attack0.018269362
Insult0.026831545
Profanity0.012585391
Threat0.013424582
Severe Toxicity0.0026893616
Low Tox 0.09915545 Low Con 0.283
Sep 29, 2025 IRCC Names India in Study …
Make this video big in Japan
Make this video big in Japan
Identity Attack0.042550452
Insult0.017088935
Profanity0.051431753
Threat0.024235269
Severe Toxicity0.007133484
Low Tox 0.09872158 Moderate Con 0.335 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 …
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 years ago when I came here. I learned true Canadian cultures from my host family and my Canadian friends. Honestly, there are some immigrants who are coming to Canada who are not trying to learn and even tried to integrate into the culture. You don't come to someone's home and destroy it. You want to make yourself welcomed in Canada. Canada is an amazing country please don't destroy it. I worked hard to stay in Canada and I love this country. I also pay my taxes for some people to get their free stuffs when they entered into Canada, what is going on? Love Canada and let's us united again. ❤❤❤❤❤
Identity Attack0.048737846
Insult0.032689095
Profanity0.022423252
Threat0.009230154
Severe Toxicity0.0027275085
Low Tox 0.09828771 Constructive 0.866
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Its all virtue signaling it wont make a dent on a mass immigration carney is not doing a thing for canadians but ukraine
Its all virtue signaling it wont make a dent on a mass immigration carney is not doing a thing for canadians but ukraine
Identity Attack0.04822223
Insult0.02567133
Profanity0.013336895
Threat0.008919456
Severe Toxicity0.0024223328
Low Tox 0.09828771 Low Con 0.212
Jan 3, 2026 1 likes New rules, regulations take effect …
I can feel the problem between these groups and the best answer I can ever give to Canada is to make schools how to stop racism and put them everywhere
I can feel the problem between these groups and the best answer I can ever give to Canada is to make schools how to stop racism and put them everywhere
Identity Attack0.057037655
Insult0.026702631
Profanity0.0147374235
Threat0.008259222
Severe Toxicity0.0025558472
Low Tox 0.09785384 Constructive 0.522 Call_To_Action
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They should make it so immigrants are legally required to go to a school to integrate with the culture of the country they are going too.
They should make it so immigrants are legally required to go to a school to integrate with the culture of the country they are going too.
Identity Attack0.0775651
Insult0.019934712
Profanity0.015659723
Threat0.007327127
Severe Toxicity0.0021457672
Low Tox 0.09741997 Low Con 0.266 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Let’s make a video on — how native feels abt Eurofication?
Let’s make a video on — how native feels abt Eurofication?
Identity Attack0.053854458
Insult0.019999169
Profanity0.033144772
Threat0.011974656
Severe Toxicity0.0038909912
Low Tox 0.0969861 Low Con 0.288 Call_To_Action
Feb 28, 2026 Inside Canada's Indian Invasion...
Living around them makes you not want leave your home. It's that bad.
Living around them makes you not want leave your home. It's that bad.
Identity Attack0.008583503
Insult0.02657372
Profanity0.016889455
Threat0.008634649
Severe Toxicity0.0018405914
Low Tox 0.09568449 Moderate Con 0.418 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Identity Attack0.023997234
Insult0.021417208
Profanity0.012243799
Threat0.02682521
Severe Toxicity0.0032806396
Low Tox 0.09525062 Moderate Con 0.384 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how do you get in as a conservative. Another Erin Otoole. Jason was a good politician until he got power.
Identity Attack0.007954539
Insult0.03710241
Profanity0.013029462
Threat0.006809296
Severe Toxicity0.0013160706
Low Tox 0.09525062 Moderate Con 0.485 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
1:05. Sad to see. As Indians, you should be making free meals. Do what they do in Indian temples, especially the Golden temple, which provides 100,000 free meals a day.
1:05. Sad to see. As Indians, you should be making free meals. Do what they do in Indian temples, especially the Golden temple, which provides 100,000 free meals a day.
Identity Attack0.07508347
Insult0.018065477
Profanity0.015318131
Threat0.0069387536
Severe Toxicity0.0020980835
Low Tox 0.09481675 Constructive 0.621 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Make the bike guy to run for a prime minister of Canada
Make the bike guy to run for a prime minister of Canada
Identity Attack0.005512681
Insult0.042665333
Profanity0.014634945
Threat0.008582866
Severe Toxicity0.0017738342
Low Tox 0.09438288 Low Con 0.202 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
at the first temple, the sikh elder chooses his words carefully. he speaks of “immigrants” and “humans,” not pointing to his own background. his choice of language feels open, as if belonging is something shared …
at the first temple, the sikh elder chooses his words carefully. he speaks of “immigrants” and “humans,” not pointing to his own background. his choice of language feels open, as if belonging is something shared by everyone. at the next temple, the hindu man talks about how it feels just like his hometown. the difference is telling: one way of speaking makes the community feel wide and inclusive, the other makes it feel narrow and personal. it leaves you wondering when we recreate only one person’s hometown, what happens to ours?
Identity Attack0.062039822
Insult0.029163294
Profanity0.018324144
Threat0.007909686
Severe Toxicity0.002412796
Low Tox 0.09394901 Constructive 0.646
Sep 19, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
watched until freecash plug. we all gotta make money but come on bro. this is NOT jonny D lugnuts approved. over and out.
watched until freecash plug. we all gotta make money but come on bro. this is NOT jonny D lugnuts approved. over and out.
Identity Attack0.0029413297
Insult0.036435258
Profanity0.022149978
Threat0.0064468146
Severe Toxicity0.0015926361
Low Tox 0.09308127 Low Con 0.291 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
Indians make up just 5.1% of Canada’s population according to 2021 census, can someone explain how can this overpower other communities, yet we’re often the easiest target for blame. Instead of taking responsibility, some choose …
Indians make up just 5.1% of Canada’s population according to 2021 census, can someone explain how can this overpower other communities, yet we’re often the easiest target for blame. Instead of taking responsibility, some choose to point fingers. Behind every smile is struggle, loneliness, and silent battles but we still wake up every day and work twice as hard without complaining
Identity Attack0.06613251
Insult0.02373764
Profanity0.011253181
Threat0.0064532873
Severe Toxicity0.0016593933
Low Tox 0.09308127 Constructive 0.672 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
Make that man on the bike the new PM of Canada ASAP!!!!
Make that man on the bike the new PM of Canada ASAP!!!!
Identity Attack0.005253696
Insult0.034782536
Profanity0.011936366
Threat0.011638066
Severe Toxicity0.0024414062
Low Tox 0.0926474 Low Con 0.236 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This makes me cry omg :(((((
This makes me cry omg :(((((
Identity Attack0.0044582416
Insult0.014884921
Profanity0.053435806
Threat0.010938995
Severe Toxicity0.004825592
Low Tox 0.0926474 Moderate Con 0.455
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)

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.