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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 #}

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Active: "Please, here are just some …" 468 comments · Page 7 of 19
99.99% of alleged asylum seekers from India are Punjabi Sikhs, most of whom end up in low wage jobs owing to a lack of education and an inability to read, write, or communicate in English. …
99.99% of alleged asylum seekers from India are Punjabi Sikhs, most of whom end up in low wage jobs owing to a lack of education and an inability to read, write, or communicate in English. And almost 99.99% of them are lying on their asylum applications. Please Google "Punjabi gangs in Canada", see for yourself.
Identity Attack0.37292135
Insult0.24928534
Profanity0.020920247
Threat0.007909686
Severe Toxicity0.010375977
Moderate 0.3260917 Moderate Con 0.425
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
its not enough indian , please more!!
its not enough indian , please more!!
Identity Attack0.37953663
Insult0.0838533
Profanity0.0741757
Threat0.024580594
Severe Toxicity0.020127986
Moderate 0.32557452 Low Con 0.286 Humor_Satire
Feb 23, 2026 Inside Canada's Indian Invasion...
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Identity Attack0.04048799
Insult0.17237684
Profanity0.07934829
Threat0.13279422
Severe Toxicity0.013349563
Moderate 0.32397532 Low Con 0.143 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
TYLER PLEASE COME TO KETCHUM IDAHO!!! SO SO SO MANY ILLEGAL mostly from Peru AND the billionaires legit have play dates around fall!!!
TYLER PLEASE COME TO KETCHUM IDAHO!!! SO SO SO MANY ILLEGAL mostly from Peru AND the billionaires legit have play dates around fall!!!
Identity Attack0.36702603
Insult0.16053712
Profanity0.02433617
Threat0.008893564
Severe Toxicity0.011672974
Moderate 0.32397532 Moderate Con 0.306 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
What is this? A "White Privilege Circus?" Could SOME of U ladies and gentlemen PLEASE learn how NOT to interrupt each other whilst speaking?
What is this? A "White Privilege Circus?" Could SOME of U ladies and gentlemen PLEASE learn how NOT to interrupt each other whilst speaking?
Identity Attack0.31307843
Insult0.15627414
Profanity0.036401358
Threat0.009359611
Severe Toxicity0.009231567
Moderate 0.32289913 Low Con 0.283
Sep 29, 2025 IRCC Names India in Study …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best of them into your country both their natural resources god take bless them. You too every good they have into your country america/Europe..you make their country look like ghetto and make yours look like paradise right ?so let me ask you this question please...isnt a crime for some living in ghetto later decide to live in paradise?go to India/africa all the best of the country have run to amarica and Europe...our police are corrupt..money made for their citizens to survive they will steal it hide it in western world,buying alot of properties all over the globe... All this issue is what world leaders have to address without that immigration problem will never stop...until today i still believe the law of nature...nobody is illegal
Identity Attack0.1015541
Insult0.27763805
Profanity0.094542764
Threat0.010757755
Severe Toxicity0.010910034
Moderate 0.32074678 Constructive 0.531 Moral_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
For the love of god please fix this. I am an Indian immigrant here since I was 5 and a citizen since I was 12 and my husband is white and we both see the …
For the love of god please fix this. I am an Indian immigrant here since I was 5 and a citizen since I was 12 and my husband is white and we both see the hate rising. You have flood the country with unqualified and uneducated student immigrants and it’s making the rest of us who have been here 40 years scared. Immigration should be a mechanism that is used with high level discretion and sparingly not a replacement mechanism that fuels fear, hate, repulsion. 😟
Identity Attack0.32768643
Insult0.17610447
Profanity0.029596692
Threat0.009722093
Severe Toxicity0.010375977
Moderate 0.32074678 Constructive 0.743 Personal_Narrative
Sep 28, 2025 1 likes IRCC Names India in Study …
If they missed their country so much, please go back.. it’s so childish doing Ganga arti on any river … it’s so funny that they don’t this practice in India but here just show off.. …
If they missed their country so much, please go back.. it’s so childish doing Ganga arti on any river … it’s so funny that they don’t this practice in India but here just show off.. or they have free time…
Identity Attack0.2877625
Insult0.24287975
Profanity0.07047026
Threat0.012751401
Severe Toxicity0.014188796
Moderate 0.32074678 Low Con 0.282
Aug 26, 2025 Why Canadians Are Turning Against …
This country has reached such an insanity level that pointing out fraud is suddenly racism. Somebody please, make it make sense.
This country has reached such an insanity level that pointing out fraud is suddenly racism. Somebody please, make it make sense.
Identity Attack0.1714862
Insult0.26957804
Profanity0.03915693
Threat0.007417747
Severe Toxicity0.00667572
Moderate 0.32020867 Low Con 0.162 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
My parents came here more than 20yrs ago. People have to move and adapt to standards. 1. Wear deo, pls. 2. Pray at facilities/home 3. Please stop being so loud in restaurants. 4. Your kids …
My parents came here more than 20yrs ago. People have to move and adapt to standards. 1. Wear deo, pls. 2. Pray at facilities/home 3. Please stop being so loud in restaurants. 4. Your kids may not run around the restaurant. Tend to them yourself!! 5. Respect one another. This doesn't go out just for the majority, from one country. Today i met horrific British immigrants who let their 6kids run around the restaurant while they talk so loud from the top of their lungs. They made mess all around the table and did not clean any bit. Why do we get worse mannered people?!?
Identity Attack0.31307843
Insult0.24928534
Profanity0.0935729
Threat0.010964886
Severe Toxicity0.013091337
Moderate 0.31825066 Constructive 0.762 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
If you love your culture so much please go back
If you love your culture so much please go back
Identity Attack0.28034934
Insult0.11172232
Profanity0.06195303
Threat0.0116639575
Severe Toxicity0.013801457
Moderate 0.31686464 Low Con 0.276 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Lena Diab knows exactly what she's talking about, especially when she says "I prefer my tabule". And if she's not, maybe she should ask her parents why they came to Canada from Lebanon in tge …
Lena Diab knows exactly what she's talking about, especially when she says "I prefer my tabule". And if she's not, maybe she should ask her parents why they came to Canada from Lebanon in tge first place. Canadians, please, don't be so naive.
Identity Attack0.10221587
Insult0.3388922
Profanity0.022218296
Threat0.0067769317
Severe Toxicity0.004043579
Moderate 0.31547862 Constructive 0.603 Identity_Assertion
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If you don’t like it here , please go home. India called they want u to come home
If you don’t like it here , please go home. India called they want u to come home
Identity Attack0.2795294
Insult0.11797678
Profanity0.050930742
Threat0.024580594
Severe Toxicity0.013285006
Moderate 0.31547862 Low Con 0.188 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how …
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how our lovely country is going down hill because of the mistakes of our government not screening the immigrants coming to this country. We’re sick and tired of the mess this has done to our country. My son is almost 40, born in Canada and is facing the sane dilemma as our fellow Canadians. We must do some reform with our immigration.
Identity Attack0.27991617
Insult0.24928534
Profanity0.035649836
Threat0.009747985
Severe Toxicity0.011367798
Moderate 0.31132057 Constructive 0.597 Identity_Assertion
Sep 15, 2025 Why Canadians Are Turning Against …
Deport please
Deport please
Identity Attack0.25478655
Insult0.06687108
Profanity0.05268429
Threat0.055270568
Severe Toxicity0.012833111
Moderate 0.31132057 Low Con 0.275 Call_To_Action
Dec 18, 2025 1 likes IRCC Names India in Study …
I'm an Indian not from Punjab, this looks bad. To any Indian and Punjab Gov officials seeing this please take action, these people are ruining India's reputation. And to Canadians, Khalistani's are considered terrorists in …
I'm an Indian not from Punjab, this looks bad. To any Indian and Punjab Gov officials seeing this please take action, these people are ruining India's reputation. And to Canadians, Khalistani's are considered terrorists in my country most of them fled the country and I can see where they are now. Indian Gov officials have warned the Canadian Officials about this, they don't seem to care. I won't be surprised if they want Brampton to be declared a separate Khalistani country in the future.
Identity Attack0.36942887
Insult0.16875735
Profanity0.02303812
Threat0.013269233
Severe Toxicity0.011520386
Moderate 0.30539915 Constructive 0.704 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m not questioning this decision but to flat out spread rumors that the government subsidizes foreign workers wages is ludicrous. If anything businesses spend $3000-$4000 per foreign worker. Please fact check before spreading misinformation.
I’m not questioning this decision but to flat out spread rumors that the government subsidizes foreign workers wages is ludicrous. If anything businesses spend $3000-$4000 per foreign worker. Please fact check before spreading misinformation.
Identity Attack0.02048012
Insult0.31740165
Profanity0.047674157
Threat0.007249452
Severe Toxicity0.0037765503
Moderate 0.30502358 Constructive 0.556
Nov 20, 2025 8 likes Quebec Ends Economic Immigration Program …
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non …
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non prifit company, then the citizens community services workers with 34 thousands debts contribute the salaries instead of getting those jobs ,omg,crazyy, judt check only community support worker position graduates citizens vs temporary workers ratios on employment, needs to change please, sincerely
Identity Attack0.010433395
Insult0.2838064
Profanity0.08064143
Threat0.0074954215
Severe Toxicity0.006828308
Moderate 0.3048984 Constructive 0.817 Economic_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Brother brother brother all was good till you got to us Panjabi's please read the history same people you were being chased by in Paris and Minnesota we crushed them in battles protected other religions …
Brother brother brother all was good till you got to us Panjabi's please read the history same people you were being chased by in Paris and Minnesota we crushed them in battles protected other religions and are serving the USA in all armed forces I hope you do your research and you will see not one single Punjabi anywhere in the world begging on a street corner our religion is based on 3 main things do hard work make a honest living and then share your earnings with the needy maybe you gotta see the world's biggest community kitchen to find out how generous my people and religion is 100k people eat free at Sri Darbar Sahib.
Identity Attack0.28034934
Insult0.14874944
Profanity0.110447146
Threat0.1338057
Severe Toxicity0.023076924
Moderate 0.3048984 Constructive 0.76 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Please leave Canada , we don’t want you. Canadian youth need jobs now
Please leave Canada , we don’t want you. Canadian youth need jobs now
Identity Attack0.23391083
Insult0.1640896
Profanity0.017982552
Threat0.012647836
Severe Toxicity0.011062622
Moderate 0.30136615 Low Con 0.239 Call_To_Action
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
Please return to Rome,Italy With 2-3 bodyguards
Please return to Rome,Italy With 2-3 bodyguards
Identity Attack0.13163337
Insult0.10440776
Profanity0.041912504
Threat0.07476458
Severe Toxicity0.016125489
Low Tox 0.29953843 Moderate Con 0.326 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians …
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians are coming here which is a huge brain drain and capital loss for India itself , just because it is not able to provide better job opportunities there. Now they are coming with different cultural background with English not as their first language. But they settle down here for long term and contribute to the economy of this country. Don't hate them, they have done nothing wrong
Identity Attack0.37012735
Insult0.16124763
Profanity0.024814399
Threat0.009204263
Severe Toxicity0.009841919
Low Tox 0.29771072 Constructive 0.719
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
More deportations please
More deportations please
Identity Attack0.27682206
Insult0.058475737
Profanity0.04065997
Threat0.045895394
Severe Toxicity0.013091337
Low Tox 0.295883 Moderate Con 0.324 Call_To_Action
Dec 29, 2025 1 likes Deportations From Canada at Their …
look into the dental plan also please its also a scam....
look into the dental plan also please its also a scam....
Identity Attack0.0038477771
Insult0.24928534
Profanity0.050930742
Threat0.0069905366
Severe Toxicity0.0035858154
Low Tox 0.295883 Moderate Con 0.368
Sep 30, 2025 IRCC Names India in Study …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada has a great culture. Preserve your culture Preserve your identity Canadian authorities and Native Canadians must make sure that strict civic sense to be followed by every immigrant.Make English language mandatory for every immigrant. Also every brown skinned is not Indians. Many Pakistani and Bangladeshi also tag themselves as Indians. And Indians who want to turn Canada like their homeland they please come back to India if you miss so much your country why to be in foreign land.
Identity Attack0.3817989
Insult0.09563028
Profanity0.044167064
Threat0.010913103
Severe Toxicity0.01159668
Low Tox 0.29405528 Constructive 0.746 Identity_Assertion
Jan 27, 2026 2 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.