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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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Active: "As an Indian why is …" 4,309 comments · Page 123 of 173
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can …
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can see why all the resentment against immigrants.I unfortunately have to say Indians and Arabic culture doesn’t want to conform to their adopted country so we have to limit these group.
Identity Attack0.35624164
Insult0.075868964
Profanity0.030890211
Threat0.01086132
Severe Toxicity0.008506775
Low Tox 0.25462922 Constructive 0.734 Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they won't fit in the workplace culture. They've been taking the excessive handouts from the Canadian government and are slowly buying up tons of real estate. Its everywhere in canada. Brampton is just ground zero. What's it like? We just got a new Walmart down the street. They took a staff picture and it was 80% indian people. Hardly any locals got jobs there instead its mostly "new citizens" who have lived here less than a year or two. Every day there's more of them. And because of our liberal government and tax breaks and all sorts of racist allowances these people have got, they all have money and houses and new cars when they were dirt poor in India like 3 years ago. They get interest free loans from banks, they get daily per diems and housing as soon as they get here. Keep in mind tent cities are growing rapidly in Canada. And our government is spending HUGE amounts of our tax dollars to subsidize this takeover. And try living here and renting. Due to this influx, a bungalow that was 1500 a month 10 years ago, is now 4500 a month and youre renting off an Indian person. Word to the wise tho, dont even bring up the tow truck businesses. They'll shoot you And last but not least our retarded government just passed a birthright citizen law for them. So now if you come here from India even if only for a couple years, ALL subsequent offspring of yours can immediately get citizenship here no question asked. We are so fucked
Identity Attack0.28034934
Insult0.14150882
Profanity0.036651865
Threat0.008466354
Severe Toxicity0.00869751
Low Tox 0.25462922 Constructive 0.732 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay …
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay their college fees, pay their taxes & contribute in economy unlike khalstanis.
Identity Attack0.2831485
Insult0.10587067
Profanity0.016001316
Threat0.0071847234
Severe Toxicity0.005645752
Low Tox 0.25462922 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler speaking Indian Accent😂😂 I CAN NOT☠️
Tyler speaking Indian Accent😂😂 I CAN NOT☠️
Identity Attack0.17847598
Insult0.06407392
Profanity0.09775851
Threat0.010602405
Severe Toxicity0.016319158
Low Tox 0.25462922 Moderate Con 0.338
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the …
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the truth.
Identity Attack0.2854555
Insult0.07428485
Profanity0.019485557
Threat0.009048914
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.527 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no …
Indian here, our government have been requesting Canadian government to sent these Punjabis back home. They’re not even sending back dangerous people and allowed to “seek asylum” against jail time in India. I have no idea why Canadian government would allow this to happen to their own country.
Identity Attack0.28883415
Insult0.0836065
Profanity0.016821137
Threat0.010110466
Severe Toxicity0.007171631
Low Tox 0.25462922 Constructive 0.602
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Don't tell that ICC representative is also an Indian what you would expect from her then you need to be very cautious
Don't tell that ICC representative is also an Indian what you would expect from her then you need to be very cautious
Identity Attack0.27991617
Insult0.110259406
Profanity0.044167064
Threat0.009023022
Severe Toxicity0.008544922
Low Tox 0.25462922 Moderate Con 0.345
Sep 29, 2025 IRCC Names India in Study …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student visa scam. The so called Indian student (black T shirt , beared) in Brampton did not appeared to be well educated. (English) So in effect he was paying ransom of 8K masqueraded as education fees to have right to work in Brampton .
Identity Attack0.27798235
Insult0.15769513
Profanity0.020783609
Threat0.00746953
Severe Toxicity0.00705719
Low Tox 0.25462922 Constructive 0.637
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
While at Conestoga College (Indian central for schools), I chatted with an Indian about Punjab. He told me they have the worst work ethic among all Indian provinces.
While at Conestoga College (Indian central for schools), I chatted with an Indian about Punjab. He told me they have the worst work ethic among all Indian provinces.
Identity Attack0.2823795
Insult0.09416737
Profanity0.042413518
Threat0.008738215
Severe Toxicity0.0065612793
Low Tox 0.25462922 Constructive 0.59 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no …
I cam to Canada 43 years ago I went to school here I grow I had kids here Canada was a complete different country these Indians came and changed our Canadian culture they have no respect or manners something really needs to done thank you
Identity Attack0.2949366
Insult0.086852804
Profanity0.022286616
Threat0.007819066
Severe Toxicity0.010223389
Low Tox 0.25462922 Constructive 0.617 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Indian food is not ethnic it’s Indian😂😂😂
Indian food is not ethnic it’s Indian😂😂😂
Identity Attack0.2772088
Insult0.046764325
Profanity0.04867618
Threat0.008453408
Severe Toxicity0.013866014
Low Tox 0.25462922 Low Con 0.176 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Indian enter in Canada proper channel with government permission What about refugees 😂😂
Identity Attack0.2869935
Insult0.06722072
Profanity0.023721304
Threat0.00713294
Severe Toxicity0.006980896
Low Tox 0.25462922 Low Con 0.182 Question
Feb 24, 2026 Inside Canada's Indian Invasion...
I would rather have an Indian majority over Somali. Indians are very nice people.
I would rather have an Indian majority over Somali. Indians are very nice people.
Identity Attack0.2839175
Insult0.070482984
Profanity0.06946823
Threat0.020436687
Severe Toxicity0.013478675
Low Tox 0.25462922 Constructive 0.522 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Jam Can your statement on migrating and leaving your culture at the door makes no sense. The white man migrated to Canada and is still trying to change the native Indians way of life. Canada …
Jam Can your statement on migrating and leaving your culture at the door makes no sense. The white man migrated to Canada and is still trying to change the native Indians way of life. Canada was spell with a K they changed it to a C
Identity Attack0.28034934
Insult0.07872037
Profanity0.022696527
Threat0.0071588317
Severe Toxicity0.0064468384
Low Tox 0.25462922 Constructive 0.59
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Save Canada from falling into Indian hand before it's too late forget about eating steak and speaking your english
Save Canada from falling into Indian hand before it's too late forget about eating steak and speaking your english
Identity Attack0.27759558
Insult0.08582769
Profanity0.01627459
Threat0.007974415
Severe Toxicity0.0062561035
Low Tox 0.25462922 Low Con 0.194
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're …
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're gentrifying.
Identity Attack0.28034934
Insult0.08434689
Profanity0.04141149
Threat0.009230154
Severe Toxicity0.00869751
Low Tox 0.25462922 Moderate Con 0.407 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Let’s make it clear: Khalistanis are NOT Indians.
Let’s make it clear: Khalistanis are NOT Indians.
Identity Attack0.33060804
Insult0.071750276
Profanity0.032142747
Threat0.007637825
Severe Toxicity0.008277893
Low Tox 0.25462922 Low Con 0.219 Identity_Assertion
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
Identity Attack0.31307843
Insult0.08212569
Profanity0.017914234
Threat0.0065956907
Severe Toxicity0.006904602
Low Tox 0.25462922 Constructive 0.666 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
Identity Attack0.2028587
Insult0.14331897
Profanity0.031140719
Threat0.00814271
Severe Toxicity0.005264282
Low Tox 0.25462922 Moderate Con 0.477 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Despite all that trump did not banned Indian
Despite all that trump did not banned Indian
Identity Attack0.3072352
Insult0.05262003
Profanity0.052183274
Threat0.022335978
Severe Toxicity0.008468628
Low Tox 0.25462922 Low Con 0.233 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm an Indian and canada has set itself up for failure 😂😂 and they will see it very soon.
I'm an Indian and canada has set itself up for failure 😂😂 and they will see it very soon.
Identity Attack0.22063516
Insult0.083112895
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.0073242188
Low Tox 0.25462922 Low Con 0.274 Personal_Narrative
Feb 10, 2026 Inside Canada's Indian Invasion...
2:04 That's a canadian!!! That indian man understands what it means to enter a hosting country.
2:04 That's a canadian!!! That indian man understands what it means to enter a hosting country.
Identity Attack0.27991617
Insult0.06889887
Profanity0.029460056
Threat0.007598988
Severe Toxicity0.008354187
Low Tox 0.25462922 Moderate Con 0.471 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
On the Khalistan poster, the guy on the right was the one that got killed in Surrey BC, by the Indian government. In the parking lot of a Sikh temple.
On the Khalistan poster, the guy on the right was the one that got killed in Surrey BC, by the Indian government. In the parking lot of a Sikh temple.
Identity Attack0.22063516
Insult0.053791173
Profanity0.02932342
Threat0.2836219
Severe Toxicity0.012435913
Low Tox 0.25462922 Moderate Con 0.459 Personal_Narrative
Feb 11, 2026 Inside Canada's Indian Invasion...
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators …
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators to replaced the bengal king and British occupied another 190 years. They are waging wars with the neighbors, but in 1962 chinese beat them badly, so they are not fighting with the chinese, but still fighting with Pakistan, Kashimiris , Bangladesh, Nepal, Srilanka, Maldives and all neighbors hate india.
Identity Attack0.28622448
Insult0.13064787
Profanity0.08840031
Threat0.061412923
Severe Toxicity0.015415368
Low Tox 0.25462922 Constructive 0.541 Comparative_Framing
Jan 28, 2026 1 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.