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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 #}

Comment Explorer

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30,738 comments · Page 562 of 1230
You cannot get a better standard of living by driving our country into a Third World that you just left to get a better life
You cannot get a better standard of living by driving our country into a Third World that you just left to get a better life
Identity Attack0.16373143
Insult0.06757036
Profanity0.029888187
Threat0.009540852
Severe Toxicity0.008964539
Low Tox 0.24763705 Low Con 0.208
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
haha, canada becomes india :)
haha, canada becomes india :)
Identity Attack0.2795294
Insult0.081261896
Profanity0.034397304
Threat0.00789674
Severe Toxicity0.009536743
Low Tox 0.24763705 Moderate Con 0.332
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Sikhs are generally nice people but still... When is enough enough, or how long is a piece of string?
Sikhs are generally nice people but still... When is enough enough, or how long is a piece of string?
Identity Attack0.24293575
Insult0.06634661
Profanity0.07676199
Threat0.08856395
Severe Toxicity0.014317908
Low Tox 0.24763705 Moderate Con 0.397 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ok the migrants are the ones from India, that they came to Canada and brought their way of leaving here. I came from Ecuador 44 years ago and still working but i did not bring …
Ok the migrants are the ones from India, that they came to Canada and brought their way of leaving here. I came from Ecuador 44 years ago and still working but i did not bring Ecuador here , you have to respect were you are. This people come and do whatever they want and they are unrespecful. This need to be fix.
Identity Attack0.27875587
Insult0.097093195
Profanity0.015249812
Threat0.0068869707
Severe Toxicity0.0051116943
Low Tox 0.24763705 Constructive 0.712 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Somehow they still qualify as a 'minority' even though there are more Indians in India than there are whites worldwide.
Somehow they still qualify as a 'minority' even though there are more Indians in India than there are whites worldwide.
Identity Attack0.29798782
Insult0.0638991
Profanity0.056441884
Threat0.00899713
Severe Toxicity0.007286072
Low Tox 0.24763705 Low Con 0.217
Jan 27, 2026 Inside Canada's Indian Invasion...
Stop bringing economic migrants. Help Canadians build their own family. More immigration will mean that Canadians will be replaced. We will work to our death for others and not even our own descendants living on …
Stop bringing economic migrants. Help Canadians build their own family. More immigration will mean that Canadians will be replaced. We will work to our death for others and not even our own descendants living on the land.
Identity Attack0.19495805
Insult0.06319981
Profanity0.020032106
Threat0.1284288
Severe Toxicity0.009918213
Low Tox 0.24763705 Moderate Con 0.45
Aug 26, 2025 Why Canadians Are Turning Against …
Indians are awesome. Haha. Sneak into the Greatest Nation of Earth 😂😂😂 Hard to get to Australia from Canada
Indians are awesome. Haha. Sneak into the Greatest Nation of Earth 😂😂😂 Hard to get to Australia from Canada
Identity Attack0.26494437
Insult0.0623257
Profanity0.04667213
Threat0.0091524795
Severe Toxicity0.00957489
Low Tox 0.24763705 Low Con 0.269 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
The so called Canadians are actually also immigrants, immigrants on immigrants
The so called Canadians are actually also immigrants, immigrants on immigrants
Identity Attack0.27914262
Insult0.08434689
Profanity0.02208166
Threat0.00704232
Severe Toxicity0.006752014
Low Tox 0.24763705 Low Con 0.205
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
This country has turned into a bad joke. I am very sad to say this as a 5th gen but we are looking at leaving as this country is going the wrong direction
This country has turned into a bad joke. I am very sad to say this as a 5th gen but we are looking at leaving as this country is going the wrong direction
Identity Attack0.099899694
Insult0.089778624
Profanity0.051932767
Threat0.007935578
Severe Toxicity0.005531311
Low Tox 0.24763705 Moderate Con 0.444 Fear_Threat
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan narrative to falsely claim political persecution, allowing them to gain asylum and citizenship. These networks have contributed to gang wars, drug trafficking, and rising violence in Canada. Khalistani extremists have a proven history of terrorism, including the Air India bombing Canada’s deadliest terror attack. If Canada genuinely wants to curb shootings, drug cartels, and organized crime, it must treat Khalistani extremist groups as terrorist organizations and stop offering safe haven to criminals. This is not about Sikhs,peaceful people. The problem arises when criminals and extremists are protected under the guise of activism. Canada’s continued refusal to extradite such individuals reflects a failure of policy, largely under the Trudeau government.
Identity Attack0.2700233
Insult0.13969865
Profanity0.024677763
Threat0.031314444
Severe Toxicity0.008277893
Low Tox 0.24763705 Constructive 0.735 Policy_Critique
Jan 27, 2026 55 likes Inside Canada's Indian Invasion...
5:56 lady isn’t even Canadian.
5:56 lady isn’t even Canadian.
Identity Attack0.19495805
Insult0.09563028
Profanity0.026454043
Threat0.00666042
Severe Toxicity0.005645752
Low Tox 0.24763705 Low Con 0.177 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
Identity Attack0.120924085
Insult0.06652143
Profanity0.035148825
Threat0.13448004
Severe Toxicity0.014188796
Low Tox 0.24763705 Low Con 0.182 Call_To_Action
Feb 28, 2026 Inside Canada's Indian Invasion...
Сivil servants could easily go blind if their eyes are covered with thousands of bills bearing Franklin's face.
Сivil servants could easily go blind if their eyes are covered with thousands of bills bearing Franklin's face.
Identity Attack0.016862517
Insult0.1469393
Profanity0.02119352
Threat0.049128212
Severe Toxicity0.0052261353
Low Tox 0.24763705 Moderate Con 0.348 Humor_Satire
Sep 29, 2025 IRCC Names India in Study …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why is she here?". I asked if he had a problem with me and he looked at the class to tell me not to speak to him. No one said a word but looked between us in silence. I asked him again, "do you have an issue with me being here?". Again he told the rest of the Caucasian men to tell me to stop speaking to him. I said if you have a problem with me, let's step outside and one of us will walk back in. You can't accept that a Native female is in this class, pack your family up and go home. Don't think of the state's because that's mine too. The teacher walked in and he could see and sense the tension in the room. He removed the immigrant and they went out of the room. A few minutes later the instructor came in and looked at me and said he'll be taking a class with no females. His country doesn't allow females an education yet alone a trade. You're welcome to stay. I have no intention to leave, was my comment back. I'm here to learn. Decades later, I'm driving home from northeastern Quebec and on the 401 is a gas/food stop. My child and I were passed by 4 luxury sports cars. They pulled into this stop and parked across all the handicapped parking spots. Bumper to bumper across the spots. We went in and met them as we came out and met a truck driver of the same nationality. He asked "how is Canada treating you?". They smiled and said "look", motioning to their silk suits. Another pointed to their cars. And another said "they treat us like kings'!". The fourth said "Canadians are easy to play! Cowards!!" A few days later, I'm at Walmart and present my tax exempt (we pay 5% tax) but the cashier looks at it and states "you all think your so special!!" Your paying the tax like everyone else! A customer behind me yelled for management loudly. When management showed, I didn't say a word because it was the customers behind and on the side of me with complaints of the rudeness of the cashier. She was removed and manager took over transactions. Not just mine but those after me. There was another incident with my child. An immigrant (can tell by the long tunic) was trying to lure my daughter away from me. I put her in a cart and requested help from a young employee who wanted me to write a book before calling security. Another employee came over and called security immediately. By the time they found the man, he had exited the store and got into a taxi. A few weeks later at an arena where youth hockey practice was taking place, the same scenario was happening. A man in a tunic was trying to lure children away and when caught, jumped into a taxi and left the scene. To attack an adult who can defend themselves is one thing but to go after children is another. I say stricter policy on crimes are needed.
Identity Attack0.27171627
Insult0.086852804
Profanity0.17148167
Threat0.025443908
Severe Toxicity0.012283325
Low Tox 0.24763705 Constructive 0.814 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
I hope the next video is about LMIA (Indianscam)
I hope the next video is about LMIA (Indianscam)
Identity Attack0.16587129
Insult0.06739554
Profanity0.12903778
Threat0.030969119
Severe Toxicity0.014447021
Low Tox 0.24763705 Moderate Con 0.307
Jan 27, 2026 30 likes Inside Canada's Indian Invasion...
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India …
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India and many more places. 2. Blaming the politicians for inviting immigrants, well if death to birth ratio is unfavorable then solution is immigration to provide social welfare for a growing senior population.
Identity Attack0.23694818
Insult0.0623257
Profanity0.020442016
Threat0.13734594
Severe Toxicity0.01083374
Low Tox 0.24763705 Constructive 0.536 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Wait until the somalis come
Wait until the somalis come
Identity Attack0.2783691
Insult0.047349896
Profanity0.06044999
Threat0.077831104
Severe Toxicity0.012703998
Low Tox 0.24763705 Low Con 0.172 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness …
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness is... Their numbers are unrivalled & you can blame the bilateral agreement involved... Look at all the Singh Hortons with these timigrants 😂... & Then they just hire each other and speak their language on the job constantly & close you out, while you have to repeat your order 5 times for them to understand... Canada, you did this!!... & Now all the chickens are coming home to roost!!
Identity Attack0.1769227
Insult0.15840563
Profanity0.038154904
Threat0.00899713
Severe Toxicity0.007209778
Low Tox 0.24763705 Constructive 0.636 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
Bro I don't get the point. Doesn't Canada allow all religions. This is place is like a gold mine for Indians, but what's the problem with that. It's a free country where every religion is …
Bro I don't get the point. Doesn't Canada allow all religions. This is place is like a gold mine for Indians, but what's the problem with that. It's a free country where every religion is accepted, and Brampton became a hot-spots for Indians. And Brampton has a massive population, of course there are going to be some "bad actors". In places like Caledon and Montreal which have lower indian populations have the same issues. Just because one race has a few bad people doesn't mean all indians are terrible. If the race problem is that big of a issue, move to a different part of Brampton, it's not a small place.
Identity Attack0.28034934
Insult0.08434689
Profanity0.050930742
Threat0.009204263
Severe Toxicity0.007247925
Low Tox 0.24763705 Constructive 0.71 Moral_Argument
Feb 5, 2026 Inside Canada's Indian Invasion...
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world problems
Identity Attack0.18002926
Insult0.14874944
Profanity0.023584666
Threat0.0076119336
Severe Toxicity0.004749298
Low Tox 0.24763705 Moderate Con 0.477 Identity_Assertion
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
As a UK based family doctor looking to move to Canada, will I be subject to anti-immigrant hatred?
As a UK based family doctor looking to move to Canada, will I be subject to anti-immigrant hatred?
Identity Attack0.28034934
Insult0.06617179
Profanity0.018802373
Threat0.011094344
Severe Toxicity0.005645752
Low Tox 0.24763705 Moderate Con 0.429
Jan 18, 2026 2.9 million Canadian temporary visas …
Trudeau and the liberals destroyed this country. This is giving us, separatist in Quebec, all the tools,to have a sucessful referendum in 2027.
Trudeau and the liberals destroyed this country. This is giving us, separatist in Quebec, all the tools,to have a sucessful referendum in 2027.
Identity Attack0.048480038
Insult0.16480011
Profanity0.016411226
Threat0.016120117
Severe Toxicity0.0045776367
Low Tox 0.24763705 Moderate Con 0.487 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
India will keep on populating the entire world
India will keep on populating the entire world
Identity Attack0.2803029
Insult0.05964688
Profanity0.057443913
Threat0.02803385
Severe Toxicity0.014705247
Low Tox 0.24763705 Low Con 0.161 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
all the immigrants that left there country to get away from certin stuff are going to start acting like there old selves no jobs crime
all the immigrants that left there country to get away from certin stuff are going to start acting like there old selves no jobs crime
Identity Attack0.25309357
Insult0.076185785
Profanity0.028776871
Threat0.009618527
Severe Toxicity0.0064468384
Low Tox 0.24763705 Low Con 0.251 Unverified_Claim
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
If you get offended easily don’t scroll Don’t scroll you will be offended We can agree that every other race brought something but they just didn’t
If you get offended easily don’t scroll Don’t scroll you will be offended We can agree that every other race brought something but they just didn’t
Identity Attack0.18158256
Insult0.054962315
Profanity0.07870171
Threat0.018364733
Severe Toxicity0.00919342
Low Tox 0.24763705 Moderate Con 0.349
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.