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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

click to expand

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 610 of 1230
Jay Sriram we love india and Hanuman statue
Jay Sriram we love india and Hanuman statue
Identity Attack0.2028587
Insult0.07935401
Profanity0.072882555
Threat0.04029291
Severe Toxicity0.023076924
Low Tox 0.20705862 Moderate Con 0.405 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
Immigrant saying to immigrants that not to come from india to canada in large quality
Immigrant saying to immigrants that not to come from india to canada in large quality
Identity Attack0.24970764
Insult0.054376744
Profanity0.020920247
Threat0.0072753434
Severe Toxicity0.005340576
Low Tox 0.20705862 Low Con 0.295
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Round 'em up and send 'em home.
Round 'em up and send 'em home.
Identity Attack0.009249465
Insult0.046178754
Profanity0.020510335
Threat0.20938614
Severe Toxicity0.009460449
Low Tox 0.20705862 Low Con 0.172 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
At least for 10 years, no more immigrants in Canada. A complete moratorium.
At least for 10 years, no more immigrants in Canada. A complete moratorium.
Identity Attack0.22783615
Insult0.06442356
Profanity0.012277958
Threat0.008116818
Severe Toxicity0.005722046
Low Tox 0.20705862 Low Con 0.151 Policy_Critique
Nov 20, 2025 3 likes Quebec Ends Economic Immigration Program …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Anyone coming here to having a baby or 90 day, find someone and get married for a small fee.
Anyone coming here to having a baby or 90 day, find someone and get married for a small fee.
Identity Attack0.04822223
Insult0.06023245
Profanity0.04141149
Threat0.02440793
Severe Toxicity0.007133484
Low Tox 0.20705862 Moderate Con 0.377 Advertisement_Spam
Jan 6, 2026 1 likes Deportations From Canada at Their …
INs doing their best to ruin things for all international students, speed run, any %
INs doing their best to ruin things for all international students, speed run, any %
Identity Attack0.04564415
Insult0.071433455
Profanity0.041912504
Threat0.018710058
Severe Toxicity0.005760193
Low Tox 0.20572066 Moderate Con 0.302
Nov 27, 2025 IRCC Names India in Study …
Save Canada 🙏 from 🇮🇳 before it's too late 😔
Save Canada 🙏 from 🇮🇳 before it's too late 😔
Identity Attack0.23542951
Insult0.06250052
Profanity0.020578653
Threat0.014393489
Severe Toxicity0.008964539
Low Tox 0.20572066 Moderate Con 0.301
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
You’ve poked the bear that is…er was Canadian!
You’ve poked the bear that is…er was Canadian!
Identity Attack0.14019285
Insult0.10148193
Profanity0.022149978
Threat0.008155655
Severe Toxicity0.00705719
Low Tox 0.20572066 Moderate Con 0.326 Fear_Threat
Feb 26, 2026 LILLEY UNLEASHED: The fall of …
BANANA REPUBLIC
BANANA REPUBLIC
Identity Attack0.055218685
Insult0.09563028
Profanity0.1110661
Threat0.011430934
Severe Toxicity0.009117126
Low Tox 0.20572066 Low Con 0.158 Humor_Satire
Sep 27, 2025 5 likes IRCC Names India in Study …
So that Pakistani guy said his grandfather came there in the 70s. Then why does he have an accent?? Doesn't add up...
So that Pakistani guy said his grandfather came there in the 70s. Then why does he have an accent?? Doesn't add up...
Identity Attack0.21668483
Insult0.07301756
Profanity0.024814399
Threat0.008039144
Severe Toxicity0.005378723
Low Tox 0.20572066 Moderate Con 0.345 Unverified_Claim
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’ll pay for orange vest’s H1B to the US lmfao
I’ll pay for orange vest’s H1B to the US lmfao
Identity Attack0.029917859
Insult0.04969218
Profanity0.12035047
Threat0.022163315
Severe Toxicity0.011978149
Low Tox 0.20572066 Low Con 0.274 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
Identity Attack0.026207991
Insult0.0838533
Profanity0.11292298
Threat0.016120117
Severe Toxicity0.0076675415
Low Tox 0.20572066 Constructive 0.594
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Stop immigration
Stop immigration
Identity Attack0.2127345
Insult0.027347196
Profanity0.025360947
Threat0.012854968
Severe Toxicity0.006752014
Low Tox 0.20572066 Low Con 0.269
May 14, 2019 How much do refugees and …
If our universities cannot financially survive without immigrants tuition money then I propose we shut down all universities.
If our universities cannot financially survive without immigrants tuition money then I propose we shut down all universities.
Identity Attack0.23846684
Insult0.036104713
Profanity0.017709278
Threat0.012596053
Severe Toxicity0.0052261353
Low Tox 0.20572066 Low Con 0.157 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
One other point. The countries that are causing humanitarian crises should be cleaned up and the refugees returned the their country of origin.
One other point. The countries that are causing humanitarian crises should be cleaned up and the refugees returned the their country of origin.
Identity Attack0.19890837
Insult0.05027775
Profanity0.015044857
Threat0.02855184
Severe Toxicity0.0077056885
Low Tox 0.20572066 Moderate Con 0.452 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Jesus Christ as indian I feel guilty 😢😢
Jesus Christ as indian I feel guilty 😢😢
Identity Attack0.20483385
Insult0.053791173
Profanity0.06295506
Threat0.010938995
Severe Toxicity0.010147095
Low Tox 0.20572066 Moderate Con 0.474 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Bc your caused are subsidized that's why 🤦🤦🤦🤦🤦🙎wake up people
Bc your caused are subsidized that's why 🤦🤦🤦🤦🤦🙎wake up people
Identity Attack0.00932346
Insult0.082372494
Profanity0.09744903
Threat0.008841781
Severe Toxicity0.009536743
Low Tox 0.20572066 Low Con 0.189 Unverified_Claim
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Balkanization of Canada coming soon
Balkanization of Canada coming soon
Identity Attack0.1769227
Insult0.061976057
Profanity0.023106437
Threat0.03649433
Severe Toxicity0.009918213
Low Tox 0.20572066 Low Con 0.238 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
How come the smuggler didn't notice you had American accent?
How come the smuggler didn't notice you had American accent?
Identity Attack0.06249457
Insult0.0836065
Profanity0.031140719
Threat0.009799767
Severe Toxicity0.0051498413
Low Tox 0.20572066 Moderate Con 0.312 Humor_Satire
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. …
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. The reason why Europenas were able to take over the whole Canada and impose English and French language is that European culture was strong, then brown/black/asian people are moved to Canada and they are brought their own culture/languages, but the brown culture really stood up and sustained because their culture was strong like europeans and more of them are still coming. the history is repeating itself because of politicians in power. People on the both sides are not willing to listen the other side, for example, citizens think that international students are creating the a here, doing cash jobs but they don't see that this coutntry that charged them $9k/term tution fees can't even provide them a job forcing them to work illigally and commit crimes, and on the other side Internation students think that citizens hate us because they are brown but big NO citizens are frustrated because they have no jobs and immigrants are not integrating themselves among other communities. Higher unemployment = higher crime = more = higher division among people, ALL THIS IS HAPPENING BECAUSE THE GOVERNMENT IS ALLOWING.
Identity Attack0.2783691
Insult0.0670459
Profanity0.027683776
Threat0.007819066
Severe Toxicity0.0063705444
Low Tox 0.20572066 Constructive 0.74
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I have no problem with white immigrants
I have no problem with white immigrants
Identity Attack0.23239216
Insult0.03423163
Profanity0.06495911
Threat0.00967031
Severe Toxicity0.008163452
Low Tox 0.20572066 Moderate Con 0.38
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
my neighbour is first nation and he says he can't believe how many euros have flooded the place...they've taken over.
my neighbour is first nation and he says he can't believe how many euros have flooded the place...they've taken over.
Identity Attack0.17226285
Insult0.06302499
Profanity0.04491858
Threat0.012699619
Severe Toxicity0.0075149536
Low Tox 0.20572066 Constructive 0.592 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Please do something about these Indians
Please do something about these Indians
Identity Attack0.26494437
Insult0.04383647
Profanity0.051181246
Threat0.027343199
Severe Toxicity0.0076675415
Low Tox 0.20572066 Moderate Con 0.313 Call_To_Action
Oct 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No one is illegal on stolen land 🇨🇦
No one is illegal on stolen land 🇨🇦
Identity Attack0.10221587
Insult0.06617179
Profanity0.03239325
Threat0.009747985
Severe Toxicity0.007286072
Low Tox 0.20572066 Moderate Con 0.351 Moral_Argument
Feb 5, 2026 3 likes 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.