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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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Active: "There should be a country …" 3,912 comments · Page 100 of 157
I like how you still think America is the greatest country on the planet hahahaha
I like how you still think America is the greatest country on the planet hahahaha
Identity Attack0.078392304
Insult0.06302499
Profanity0.053435806
Threat0.008026198
Severe Toxicity0.0064468384
Low Tox 0.20572066 Low Con 0.238 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
I thought that Canada is an Indian country 😂
I thought that Canada is an Indian country 😂
Identity Attack0.27510223
Insult0.06267534
Profanity0.040158957
Threat0.006641001
Severe Toxicity0.006790161
Low Tox 0.2043827 Moderate Con 0.36 Humor_Satire
Dec 24, 2025 IRCC Names India in Study …
They want to live in Canada so bad but their own countries are better in a lot of ways
They want to live in Canada so bad but their own countries are better in a lot of ways
Identity Attack0.20878418
Insult0.06617179
Profanity0.021330157
Threat0.0067186756
Severe Toxicity0.0049209595
Low Tox 0.2043827 Low Con 0.272 Comparative_Framing
Jan 19, 2026 2.9 million Canadian temporary visas …
Okay let's leave the culture at the door. How about we start with jerkfest and the Caribana carnival that happened recently. Tell them to do it in their countries. Why block roads in Canada?
Okay let's leave the culture at the door. How about we start with jerkfest and the Caribana carnival that happened recently. Tell them to do it in their countries. Why block roads in Canada?
Identity Attack0.10409598
Insult0.0836065
Profanity0.0864606
Threat0.009877442
Severe Toxicity0.006713867
Low Tox 0.2043827 Moderate Con 0.32
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They are threatening our Canadian doctors who have families in their countries! They are extorting them with lawsuits and things of that nature in Canada abusing our loopholes. Fix this !!!
They are threatening our Canadian doctors who have families in their countries! They are extorting them with lawsuits and things of that nature in Canada abusing our loopholes. Fix this !!!
Identity Attack0.11976352
Insult0.06984934
Profanity0.020100424
Threat0.029933142
Severe Toxicity0.00667572
Low Tox 0.2043827 Moderate Con 0.499 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them yearly for visa health fee etc. and as soon contract finishes send them back home or keep good ones who are beneficial to your economy give them citizenship. Such a big country like Canada that is going thru housing crisis...shame it is called first world country. Indians can help you in a big way to sort your healthcare woes. YES INDIA AND ONLY INDIA OR TO SOME EXTENT PHILLIPINES CAN PROVIDE YOU ENGLISH EDUCATED LAW ABIDING MAN POWER.
Identity Attack0.18468912
Insult0.082866095
Profanity0.024267852
Threat0.007974415
Severe Toxicity0.0062179565
Low Tox 0.20312156 Constructive 0.709
Oct 2, 2025 IRCC Names India in Study …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
America = Greatest Country in the world? Lmao. I prefer to keep my free healthcare and free education here in Austria :D
America = Greatest Country in the world? Lmao. I prefer to keep my free healthcare and free education here in Austria :D
Identity Attack0.11976352
Insult0.05203446
Profanity0.0838743
Threat0.007573096
Severe Toxicity0.007972717
Low Tox 0.2028889 Moderate Con 0.373 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of …
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of indians have been allowed in the country in record numbers. There is so much fraud in the government with their diploma mills, drug trafficking and employment scams. This video could have been so much bigger and exposed the corruption in the Canadian government. This is not what Canadians want
Identity Attack0.16373143
Insult0.09563028
Profanity0.017436003
Threat0.007301235
Severe Toxicity0.004425049
Low Tox 0.2028889 Constructive 0.698 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why are any Canadians still going to this awful country. Such a wide world to visit why go somewhere that threatens our sovereignty and disrespects our citizens and government. Stay home.🇨🇦
Why are any Canadians still going to this awful country. Such a wide world to visit why go somewhere that threatens our sovereignty and disrespects our citizens and government. Stay home.🇨🇦
Identity Attack0.13661388
Insult0.05506081
Profanity0.000776148
Threat0.0011115432
Severe Toxicity0.000015266021
Low Tox 0.20285556 Fear_Threat
Feb 1, 2026
They love their country so much but all don't want to live there :D
They love their country so much but all don't want to live there :D
Identity Attack0.18235919
Insult0.033901088
Profanity0.03615085
Threat0.009851551
Severe Toxicity0.0066375732
Low Tox 0.20265625 Moderate Con 0.456 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What about America, the mid-sized city I live in they show up in groups, along with people from south America, and middle eastern countries. I'm getting so sick of hearing Spanish and other languages constantly …
What about America, the mid-sized city I live in they show up in groups, along with people from south America, and middle eastern countries. I'm getting so sick of hearing Spanish and other languages constantly when I'm at the stores. It never used to be like that.
Identity Attack0.20680901
Insult0.06669625
Profanity0.054437835
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.20265625 Constructive 0.63 Fear_Threat
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian …
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian culture and love it. I've called this country my home for the last 40yrs and wouldn't want to live anywhere else. We live by the rules and laws of this Country as all other immigrant SHOULD. I hated it just as much when new immigrants come and try to impose their culture and way of life on us then complain when they meet resistance. It's simple, if you are planning to go live in a foreign country and you don't like or think you can handle the culture, then you shouldn't move there.
Identity Attack0.1808059
Insult0.0838533
Profanity0.03339528
Threat0.009230154
Severe Toxicity0.006713867
Low Tox 0.20265625 Constructive 0.857 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and …
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and religion back home yet its not possible...The future is Eastern regardless of land and country
Identity Attack0.26494437
Insult0.043250903
Profanity0.045419596
Threat0.009722093
Severe Toxicity0.00831604
Low Tox 0.20265625 Low Con 0.296 Identity_Assertion
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
Why don't they stay in their own country where they always be proud and hard defending it? Guess why 🤭
Why don't they stay in their own country where they always be proud and hard defending it? Guess why 🤭
Identity Attack0.13163337
Insult0.061976057
Profanity0.019553876
Threat0.008712323
Severe Toxicity0.005340576
Low Tox 0.20242359 Low Con 0.21 Fear_Threat
Feb 20, 2026 Inside Canada's Indian Invasion...
Our system is so broken. How are criminals like these who have no business being in the country allowed to stay and commit crimes?
Our system is so broken. How are criminals like these who have no business being in the country allowed to stay and commit crimes?
Identity Attack0.02821777
Insult0.15769513
Profanity0.015864678
Threat0.00899713
Severe Toxicity0.0034332275
Low Tox 0.20242359 Low Con 0.283 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
They are the best immigrant any country can have and you are still not happy 😞😞
They are the best immigrant any country can have and you are still not happy 😞😞
Identity Attack0.1294935
Insult0.05027775
Profanity0.026454043
Threat0.007754337
Severe Toxicity0.005874634
Low Tox 0.20242359 Moderate Con 0.414 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey …
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey abbortsford, nanaimo....
Identity Attack0.21470967
Insult0.06652143
Profanity0.015932998
Threat0.008181547
Severe Toxicity0.005874634
Low Tox 0.20219094 Moderate Con 0.478 Fear_Threat
Feb 13, 2026 4 likes Inside Canada's Indian Invasion...
Using Canada to get into "The greatest country on earth." WOW. Open your eyes man, you're delusional if you think America is the greatest country on earth. Maybe it used to be, but it's been …
Using Canada to get into "The greatest country on earth." WOW. Open your eyes man, you're delusional if you think America is the greatest country on earth. Maybe it used to be, but it's been far away from that for decades, now especially with current events.
Identity Attack0.0775651
Insult0.11797678
Profanity0.018255826
Threat0.006861079
Severe Toxicity0.0036621094
Low Tox 0.20219094 Low Con 0.263 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
That’s the problem when to many migrants come from one country to your country it’s like an invasion and the government is to blame for reasons of economics - GDP growth- Educational funding as a …
That’s the problem when to many migrants come from one country to your country it’s like an invasion and the government is to blame for reasons of economics - GDP growth- Educational funding as a business model and cheap labour it’s all a false economy
Identity Attack0.18235919
Insult0.06634661
Profanity0.017572641
Threat0.006925808
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.499
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
The bizarre thing is, why didn't the Dutch and Portuguese guys stay in their own country in the first place? They would have been far better off. They are immigrants themselves....
The bizarre thing is, why didn't the Dutch and Portuguese guys stay in their own country in the first place? They would have been far better off. They are immigrants themselves....
Identity Attack0.23011416
Insult0.06267534
Profanity0.022013342
Threat0.0069516995
Severe Toxicity0.0049591064
Low Tox 0.20219094 Moderate Con 0.332
Oct 21, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Identity Attack0.033784978
Insult0.10440776
Profanity0.0127561875
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.20195828 Constructive 0.723 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
just rename to country to scamada already
just rename to country to scamada already
Identity Attack0.044612918
Insult0.076502606
Profanity0.053435806
Threat0.009877442
Severe Toxicity0.005760193
Low Tox 0.20195828 Low Con 0.151 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The pain I feel at seeing my country destroyed is immeasurable.
The pain I feel at seeing my country destroyed is immeasurable.
Identity Attack0.053854458
Insult0.03412145
Profanity0.045419596
Threat0.060119797
Severe Toxicity0.007095337
Low Tox 0.20195828 Moderate Con 0.446 Fear_Threat
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.