Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Get them out of here. …" 2,660 comments · Page 59 of 107
Keep voting liberals and it's going to get worse.
Keep voting liberals and it's going to get worse.
Identity Attack0.10221587
Insult0.08831572
Profanity0.021466793
Threat0.013217449
Severe Toxicity0.0046920776
Low Tox 0.2412222 Low Con 0.178 Call_To_Action
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for her grandparents at their house gardening. Every single....no exaggeration...Tim Hortons, fast food place, Walmart....every single business in my town has 95% East Indians who don't even speak English. We can't find a doctor or housing. Our beaches and green spaces are getting dumped on continually by people that don't respect our country. Omg I could go on but why bother....the government doesn't listen.🙄
Identity Attack0.22707681
Insult0.11978693
Profanity0.036401358
Threat0.009023022
Severe Toxicity0.0090408325
Low Tox 0.2412222 Constructive 0.672
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
So how do they get these positions. They are a joke anyone else would be fired
So how do they get these positions. They are a joke anyone else would be fired
Identity Attack0.007880543
Insult0.1669316
Profanity0.038906425
Threat0.030969119
Severe Toxicity0.0042533875
Low Tox 0.2412222 Low Con 0.192 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
No illegal, no refugee and no new immigrant should get one dime more than the lowest paid Canadian.
No illegal, no refugee and no new immigrant should get one dime more than the lowest paid Canadian.
Identity Attack0.26663736
Insult0.07808672
Profanity0.012995303
Threat0.007870848
Severe Toxicity0.006866455
Low Tox 0.2412222 Low Con 0.213 Policy_Critique
Aug 25, 2025 36 likes Why Canadians Are Turning Against …
Get the Gurpreets out
Get the Gurpreets out
Identity Attack0.10221587
Insult0.08558089
Profanity0.08613731
Threat0.063352615
Severe Toxicity0.009994507
Low Tox 0.2412222 Low Con 0.181 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
And the world hates on Trump, look what Canada will have to do, follow Trump's, I wish Canada was sold to the USA. It's getting out of hand here we can't manage our country anymore
And the world hates on Trump, look what Canada will have to do, follow Trump's, I wish Canada was sold to the USA. It's getting out of hand here we can't manage our country anymore
Identity Attack0.08500996
Insult0.10587067
Profanity0.017367685
Threat0.0130621
Severe Toxicity0.0051498413
Low Tox 0.2396185 Moderate Con 0.372 Comparative_Framing
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they …
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they can. Seems like the Indian immigrants are acting more Canadian than the old residents.
Identity Attack0.2877625
Insult0.06442356
Profanity0.018529098
Threat0.01750142
Severe Toxicity0.008201599
Low Tox 0.2396185 Constructive 0.758 Comparative_Framing
Sep 27, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Who really wants to work? Especially on Mondays and Fridays! Honestly, I'd prefer to collect unemployment, live in my mom's basement, smoke weed, play video games, and complain about all the hardworking Indian folks. It …
Who really wants to work? Especially on Mondays and Fridays! Honestly, I'd prefer to collect unemployment, live in my mom's basement, smoke weed, play video games, and complain about all the hardworking Indian folks. It just seems easier than putting in the hustle. I don't understand what the problem is. If someone wants to work, we should let them. Clearly, we have different priorities. We only get one life—just enjoy it and keep complaining about all the Indian people actually doing the work. We need someone to hate and complain about so we can hide our laziness. Honestly, if they leave, we’ll have to go to work, and I don’t think that's going to be easy. So, I'll say thanks to the foreigners who are actually working and paying taxes so we can collect our welfare checks.
Identity Attack0.23239216
Insult0.08484049
Profanity0.064458095
Threat0.012596053
Severe Toxicity0.008773804
Low Tox 0.2396185 Constructive 0.586 Humor_Satire
Aug 29, 2025 Why Canadians Are Turning Against …
The liberals always cause harm to Canadians and the Canadian economy. Every time they get in.
The liberals always cause harm to Canadians and the Canadian economy. Every time they get in.
Identity Attack0.13377325
Insult0.12159709
Profanity0.015147334
Threat0.011275585
Severe Toxicity0.0042915344
Low Tox 0.2396185 Low Con 0.216 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
The quality of immigrants have decreased but blaming just the indians isn't right. Check other regions like Scarborough, lots of asylum seekers came in, who are muslims from middle east and africa, they are the …
The quality of immigrants have decreased but blaming just the indians isn't right. Check other regions like Scarborough, lots of asylum seekers came in, who are muslims from middle east and africa, they are the real problem getting free money and stay from the government and working on cash. Legalizing Cannabis store promoted youngsters and adults alike to try drugs, why was the needed even ? Problem is not indians or immigrants in general, problem is government policies.
Identity Attack0.2877625
Insult0.06669625
Profanity0.016479544
Threat0.007353018
Severe Toxicity0.004825592
Low Tox 0.23812068 Constructive 0.57 Policy_Critique
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Quebec can't even get 20 an hour such bs
Quebec can't even get 20 an hour such bs
Identity Attack0.028886627
Insult0.12521741
Profanity0.16636424
Threat0.008077981
Severe Toxicity0.00667572
Low Tox 0.23812068 Moderate Con 0.324
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Becareful you will loose that city get rid of them
Becareful you will loose that city get rid of them
Identity Attack0.019776696
Insult0.033019636
Profanity0.034146797
Threat0.2836219
Severe Toxicity0.009498596
Low Tox 0.23812068 Low Con 0.236 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Jeets get out.
Jeets get out.
Identity Attack0.08583717
Insult0.17486192
Profanity0.08452088
Threat0.032005094
Severe Toxicity0.013607788
Low Tox 0.23812068 Low Con 0.227 Identity_Assertion
Nov 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, …
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, getting 10-11 out of 12, and still not enoughj points for application. But how the people like the ones on the video (guy on 4th minute) and the lady on the 5th minute) infiltrated into Canada? Pure abuse
Identity Attack0.04925346
Insult0.11464815
Profanity0.09260304
Threat0.010110466
Severe Toxicity0.0077819824
Low Tox 0.23812068 Constructive 0.516
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Bruh the immigrants are complaining about the immigrants 😂😂. Omce upon a time canada was harder to get into than the USA.
Bruh the immigrants are complaining about the immigrants 😂😂. Omce upon a time canada was harder to get into than the USA.
Identity Attack0.25647953
Insult0.07555214
Profanity0.02126184
Threat0.006977591
Severe Toxicity0.00459671
Low Tox 0.23812068 Low Con 0.251
Jan 27, 2026 Inside Canada's Indian Invasion...
After finishing the video you asked why, and still didn't have an answer. This is lazy of you. It is very easy to find the answer. The answer is economics, specifically capitalism and the welfare …
After finishing the video you asked why, and still didn't have an answer. This is lazy of you. It is very easy to find the answer. The answer is economics, specifically capitalism and the welfare state. In order for capitalism to function the best for asset owners, the economy must continue to grow. Company revenues, stock prices, home prices, assets in general. Also, the welfare state needs to have more younger workers paying into the system to cover welfare services for the elderly retired population. Back in the 1950s, economists in Western countries realized their population demographics were inverting. Meaning, the elderly population was growing while the younger population growth rate was slowing down. This is the natural outcome of a wealthy educated society—the elderly live longer due to better healthcare and living conditions, and women tend to have fewer children as they spend more time in school and pursue a career, also families need fewer children compared to poor agrarian societies for various reasons. As such, these economists advised the politicians to increase immigration. This was the way to get more workers in your country to prevent a slow deflationary spiral by increasing consumption, and increase the tax base. Bonus if you bring in STEM workers as economies are becoming more dependent on tech. Anyway that's your answer.
Identity Attack0.0073995716
Insult0.16897665
Profanity0.044668075
Threat0.007598988
Severe Toxicity0.0039863586
Low Tox 0.23812068 Constructive 0.634
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Has nothing to do with your skin or culture its not that deep and your not that special for most people to think about at all. Its the insidiousness of the actions and loopholes that …
Has nothing to do with your skin or culture its not that deep and your not that special for most people to think about at all. Its the insidiousness of the actions and loopholes that are used by immigrants of all races or cultures that allow themselves to thrive. While the people born here of many colors get nothing but higher taxes to pay for the services that get totally abused. Birthright citizenship for people born here needs to end if the parents are not legit citizens. Housing capacity laws need to be created with fire code enforcement so you cant have more people living in a house than rooms available. All religious facilities even the white ones... need to be taxed. No more preferential treatment for visas because your related to someone who lives here already. Everyone across the board should have to immigrate the same way with no special treatment. Cultural celebrations and traditions. Respect everyone. Unless you have a permit keep that stuff in your own home or place of worship. EX... Indian wedding on my street = 3 1200w speakers playing Cow slaughter house noises until they leave.
Identity Attack0.2331515
Insult0.08508729
Profanity0.07676199
Threat0.012906751
Severe Toxicity0.008392334
Low Tox 0.23812068 Constructive 0.638 Policy_Critique
Jan 2, 2026 1 likes Why Canadians Are Turning Against …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO DEPORT BACK INTO CANADA because we're hopping your borders for a better way of life? How much tax dollars does your country spent on sending canadians back to their country? How much federal country money do you give canadian immigrants to start their better way of life? Do canadian immigrant women get to keep their country traditions any way of a canadian life style or are they conformed? .......... Don't be silenced or afraid. They weaponized the word racism to give them leverage because that's all they have in their artillery.
Identity Attack0.24293575
Insult0.082866095
Profanity0.0166845
Threat0.009281937
Severe Toxicity0.0074005127
Low Tox 0.23812068 Constructive 0.668 Policy_Critique
Oct 15, 2025 1 likes Why Canadians Are Turning Against …
ah this makes me want to get immersed in brampton, i didnt see ANY indians when i was tehre a 4 years ago
ah this makes me want to get immersed in brampton, i didnt see ANY indians when i was tehre a 4 years ago
Identity Attack0.28034934
Insult0.060752302
Profanity0.08096472
Threat0.010913103
Severe Toxicity0.009689331
Low Tox 0.23812068 Moderate Con 0.434 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
but I don't understand you get the chance to live a better life somewhere else like you asked why make that place worse like the country you came from
but I don't understand you get the chance to live a better life somewhere else like you asked why make that place worse like the country you came from
Identity Attack0.11396073
Insult0.0810151
Profanity0.04266402
Threat0.009126588
Severe Toxicity0.008583069
Low Tox 0.23812068 Moderate Con 0.488 Moral_Argument
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Hey bamboo across street gets 3500 month plus 4 kid child tax no English, will never work just rents from black rock government pays all.give Canadian that money to have more kids.
Hey bamboo across street gets 3500 month plus 4 kid child tax no English, will never work just rents from black rock government pays all.give Canadian that money to have more kids.
Identity Attack0.10221587
Insult0.16053712
Profanity0.023652986
Threat0.00746953
Severe Toxicity0.0064086914
Low Tox 0.23739935 Low Con 0.249
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
Identity Attack0.089973204
Insult0.08410009
Profanity0.075468846
Threat0.021300001
Severe Toxicity0.0060272217
Low Tox 0.23739935 Low Con 0.279
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Listen. I can handle a good 30% racism here, but the comments got it to 74 and it's getting too much
Listen. I can handle a good 30% racism here, but the comments got it to 74 and it's getting too much
Identity Attack0.15517195
Insult0.05203446
Profanity0.055940874
Threat0.012026439
Severe Toxicity0.008735657
Low Tox 0.23739935 Moderate Con 0.453 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
round them up get them out!
round them up get them out!
Identity Attack0.008583503
Insult0.05144889
Profanity0.039407436
Threat0.24090876
Severe Toxicity0.008850098
Low Tox 0.23739935 Low Con 0.217
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers to dictate how they can live here. It’s not like what it was where we need to be qualified to live and immigrate to Canada. Now these new comers are trashing our parks, scamming good samaritans, scheming to get support from our government, and lastly, changing the demographics in Canada. Our laws need a better champion so the majority of good law abiding, good hearted, true Canadian citizens a better Canada. A Canada that allows good lawful immigrants to create a good future for their families. Adapting to our Canadian ways like , qualifying for work base on knowledge, skill, adaptability, acceptance, tolerance, and the heart to show love not on the base of the color of your skin, religion, nationality, gender, or creed. Canada is so much more and shouldn’t be changed by new comers that want to push their ways, beliefs, religion and agenda for their own benefit. No Canadian should be pushed to accept these new comers ways into our future.
Identity Attack0.17847598
Insult0.16337912
Profanity0.030389199
Threat0.009955117
Severe Toxicity0.007286072
Low Tox 0.23739935 Constructive 0.645
Aug 25, 2025 Why Canadians Are Turning Against …

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.