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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

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Active: "when they are in INDIA …" 2,270 comments · Page 34 of 91
The driving part was funny, that is legit India, Vietnam, China, Pakistan and MOST of Central and North Africa..i know i've lived in these areas...its wild Google or serach up how to cross the road …
The driving part was funny, that is legit India, Vietnam, China, Pakistan and MOST of Central and North Africa..i know i've lived in these areas...its wild Google or serach up how to cross the road in VIetnam and its 1000's of videos of the chaos, its not normal, its not a system its just low IQ as the white dude said
Identity Attack0.39773783
Insult0.24928534
Profanity0.18356428
Threat0.02181799
Severe Toxicity0.020902663
Moderate 0.37751234 Constructive 0.57
Jan 27, 2026 Inside Canada's Indian Invasion...
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact people from abroad and make them come in Canada, then they take their money as fees and then flash! No such college existed. And foreign people are trapped there. Also, hire qualified people with degrees like the USA does. Indians are living in USA too, but it's not such a big problem in USA BCOS of their policies. Not everyone is wrong,but make sure to punish the wrong one's. Imply tough rules on cleanliness and job hirings. Instead of banning people from these countries, imply strict regulations on them. For indians or any other communitee:- Shame on you guys, no one is saying you to leave your culture or something. It's just that be like a Canadian, give jobs to other communities too. Maintain cleanliness standards of Canada, not india or any country. Follow canadian driving rules rather then any other countries. You should be grateful for them to accept you, now you should accept them too. Thankyou.
Identity Attack0.33352965
Insult0.31740165
Profanity0.27882218
Threat0.009359611
Severe Toxicity0.02258113
Moderate 0.37751234 Constructive 0.745
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
unlike india..they have toilets
unlike india..they have toilets
Identity Attack0.39870077
Insult0.2659317
Profanity0.13256322
Threat0.007534259
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.183 Comparative_Framing
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Hmmm, turns out in India, 100s of thousands of Churches are not a problem, but a single temple could be a issue in western world. Hyporcisy at it's peak, learn some secularism pals
Hmmm, turns out in India, 100s of thousands of Churches are not a problem, but a single temple could be a issue in western world. Hyporcisy at it's peak, learn some secularism pals
Identity Attack0.27798235
Insult0.37846634
Profanity0.040910475
Threat0.007883795
Severe Toxicity0.0074386597
Moderate 0.37751234 Low Con 0.242 Comparative_Framing
Dec 17, 2025 Inside Canada's Indian Metropolis (Brampton)
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys …
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys up for free
Identity Attack0.44690517
Insult0.123407245
Profanity0.09551262
Threat0.015774792
Severe Toxicity0.020515325
Moderate 0.37751234 Low Con 0.218 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Go to india and check out the burger joint by the us consulate. Buch of whites there. Thats not whites taking over the country. Truth is canadian government trying to get rich with cheep labor.
Identity Attack0.44690517
Insult0.23704576
Profanity0.048175167
Threat0.009540852
Severe Toxicity0.01302678
Moderate 0.37751234 Moderate Con 0.317 Economic_Argument
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
Identity Attack0.46050715
Insult0.2469859
Profanity0.04266402
Threat0.011327368
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.411 Fear_Threat
Sep 28, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
All lies. 1.6 millions from India who are committing crimes and still living here, they use going back to their country as a excuse to stay here.
All lies. 1.6 millions from India who are committing crimes and still living here, they use going back to their country as a excuse to stay here.
Identity Attack0.44690517
Insult0.25404143
Profanity0.03464781
Threat0.009307829
Severe Toxicity0.015350811
Moderate 0.37751234 Moderate Con 0.319
Dec 24, 2025 Deportations From Canada at Their …
I bet many of them are Pakiatanis hiding in the garb of Indian, and Khalistanis not loyal to India.
I bet many of them are Pakiatanis hiding in the garb of Indian, and Khalistanis not loyal to India.
Identity Attack0.46028158
Insult0.25800487
Profanity0.0935729
Threat0.018019408
Severe Toxicity0.01986976
Moderate 0.37751234 Moderate Con 0.347 Unverified_Claim
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Identity Attack0.41975367
Insult0.18604483
Profanity0.028776871
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.152 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
BC and Ontario Creating mess in Canada with International students then them parents visitor visas Spouse and kids Uncle Aunt Cousin Whole Package for PGWP Students from India and Mass amount of Temp Status Holder. …
BC and Ontario Creating mess in Canada with International students then them parents visitor visas Spouse and kids Uncle Aunt Cousin Whole Package for PGWP Students from India and Mass amount of Temp Status Holder. Quebec must Protect them self. From Canadian Crazy Immigration IRCC.
Identity Attack0.28034934
Insult0.39743927
Profanity0.029596692
Threat0.007598988
Severe Toxicity0.009841919
Moderate 0.37751234 Moderate Con 0.481 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Just so you know Khalistanis are recognised terrorist by Govt of INDIA which CANADA has given safe haven
Just so you know Khalistanis are recognised terrorist by Govt of INDIA which CANADA has given safe haven
Identity Attack0.41975367
Insult0.31740165
Profanity0.025087673
Threat0.011793415
Severe Toxicity0.018578632
Moderate 0.37751234 Low Con 0.28 Fear_Threat
Feb 13, 2026 Inside Canada's Indian Invasion...
@00:00:42 what is the monkey man?? is he like superman of india??
@00:00:42 what is the monkey man?? is he like superman of india??
Identity Attack0.20878418
Insult0.3388922
Profanity0.22572558
Threat0.011275585
Severe Toxicity0.02296847
Moderate 0.37751234 Low Con 0.227 Meta_Commentary
Aug 25, 2025 Why Canadians Are Turning Against …
The Britishers came looted, murdered, done many atrocities in india but no west people condemned or raised any voice about it. Christianity came in India and is slowly changing ethnicity in India That's not the …
The Britishers came looted, murdered, done many atrocities in india but no west people condemned or raised any voice about it. Christianity came in India and is slowly changing ethnicity in India That's not the problem for these white people
Identity Attack0.4508763
Insult0.20434737
Profanity0.15371579
Threat0.1368402
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.39 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
I form India You will not make this video about Pakistani Muslims because you are afraid of them.😂 -These people also live a little bit in the song and then they fall
I form India You will not make this video about Pakistani Muslims because you are afraid of them.😂 -These people also live a little bit in the song and then they fall
Identity Attack0.3817989
Insult0.16551061
Profanity0.13697
Threat0.048481647
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.211 Unverified_Claim
Feb 6, 2026 4 likes Inside Canada's Indian Invasion...
Why don't you talk about England's invasion in India for 200 years? They stole everything, committed crimes...talk about them.
Why don't you talk about England's invasion in India for 200 years? They stole everything, committed crimes...talk about them.
Identity Attack0.38445538
Insult0.31740165
Profanity0.044167064
Threat0.025098583
Severe Toxicity0.01806218
Moderate 0.37751234 Low Con 0.267 Call_To_Action
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
INDIA NEED A ONE CHILD POLICY!!! can’t say it’s racist the Chinese did it to help curb world population. They helped the world!
INDIA NEED A ONE CHILD POLICY!!! can’t say it’s racist the Chinese did it to help curb world population. They helped the world!
Identity Attack0.3817989
Insult0.17361937
Profanity0.08710717
Threat0.025961896
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.397 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
Identity Attack0.41052565
Insult0.18977246
Profanity0.16636424
Threat0.022335978
Severe Toxicity0.020515325
Moderate 0.37751234 Constructive 0.533 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is fully broken by India and the liberals
Canada is fully broken by India and the liberals
Identity Attack0.44690517
Insult0.26957804
Profanity0.08807703
Threat0.014048163
Severe Toxicity0.015802706
Moderate 0.37751234 Low Con 0.161
Sep 28, 2025 IRCC Names India in Study …
Liberal fraud letting India frauds get through the back door by the tens of thousands
Liberal fraud letting India frauds get through the back door by the tens of thousands
Identity Attack0.36702603
Insult0.36537176
Profanity0.14666493
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.125
Sep 30, 2025 IRCC Names India in Study …
Even as an Indian, I do not want to go to Canada, I mean, what's the point if I am surrounded by the same people with 0 civic sense, trashing everything, and they have the …
Even as an Indian, I do not want to go to Canada, I mean, what's the point if I am surrounded by the same people with 0 civic sense, trashing everything, and they have the same culture as India. I always believe when in Rome, be a Roman. So, you Canadians really need to do something about this
Identity Attack0.44690517
Insult0.2817503
Profanity0.079025
Threat0.008945347
Severe Toxicity0.01644827
Moderate 0.37751234 Constructive 0.516
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
Punjabi people being suppressed in India? 😂 These khalstanis never fail to make me laugh. 😂 First of all India has federal government. There's a central government & state government. Central government allocates budget to …
Punjabi people being suppressed in India? 😂 These khalstanis never fail to make me laugh. 😂 First of all India has federal government. There's a central government & state government. Central government allocates budget to State government which politicians from punjab itself(means people from their own community or region) have to use the upliftment of their people. But yet they blame Indian Prime Minister Modi for their problems even though his party is not even in power in punjab. Infact khalstan is the major reason behind downfall of punjab region since they run d. racket in punjab as well as they also help punjabi youth enter countries like canada illegally. Because of that either punjabi youth geta into d adction or they just leave India & the state is just left with old people.
Identity Attack0.40351558
Insult0.36798462
Profanity0.1811049
Threat0.055917133
Severe Toxicity0.02373986
Moderate 0.37751234 Constructive 0.599 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
"I love India, but I would never ever want to live there"
"I love India, but I would never ever want to live there"
Identity Attack0.4508763
Insult0.0777699
Profanity0.09098661
Threat0.06658544
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.443 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians will immigrate anywhere but India 😂😂
Indians will immigrate anywhere but India 😂😂
Identity Attack0.44690517
Insult0.12702756
Profanity0.104876526
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.165 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Some indians are here as refugees. They said , they're persecuted in india for bieng " Christians" . They are not Christians, they lied to immigration to come to Canada. Once in Canada they do …
Some indians are here as refugees. They said , they're persecuted in india for bieng " Christians" . They are not Christians, they lied to immigration to come to Canada. Once in Canada they do all kinds of fraud to get work permit. They have a Bible written in their language but they're not Christians.
Identity Attack0.46614665
Insult0.25602314
Profanity0.03715288
Threat0.008556974
Severe Toxicity0.015673593
Moderate 0.37751234 Moderate Con 0.456 Unverified_Claim
Oct 5, 2025 IRCC Names India in Study …

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.