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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: "Who can tell me, what …" 431 comments · Page 6 of 18
😂Bro I live there, and let me tell you the amount of car crashes I have seen, and it’s always there fault, but the blame it on us. To be honest the worst part the …
😂Bro I live there, and let me tell you the amount of car crashes I have seen, and it’s always there fault, but the blame it on us. To be honest the worst part the work at fast food and smell like 💩.😂
Identity Attack0.023595277
Insult0.3388922
Profanity0.26802593
Threat0.009540852
Severe Toxicity0.016771052
Moderate 0.3974717 Constructive 0.519 Personal_Narrative
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Hoho do i have a story to tell you. I rented out part of my shop to east indians. Cabinet shop. They had 5 guys. Turned out they were all on student visas but they …
Hoho do i have a story to tell you. I rented out part of my shop to east indians. Cabinet shop. They had 5 guys. Turned out they were all on student visas but they worked minday to saturday 10 hours a day. Of course none of them went to school instead they tuned in on their phone online to the school and put the phone doen and continued to work. Then i had enough ans kicked them out. Some of those guys didnt even get paid and their boss was just laughing at them. East indians are just as scammy as they are on the phone. Void all active student visas or make them pay a 100k like under trump.
Identity Attack0.44690517
Insult0.37392882
Profanity0.2268346
Threat0.03649433
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.594
Sep 30, 2025 IRCC Names India in Study …
HEY!!!!!!! Can you stay focused on the real bad guy!!! You know...the guy in the U.S. trying to make treaties and deals that benefit HIS Nation!!!! I know he isn't sneaking accross your border, robbing …
HEY!!!!!!! Can you stay focused on the real bad guy!!! You know...the guy in the U.S. trying to make treaties and deals that benefit HIS Nation!!!! I know he isn't sneaking accross your border, robbing people, stealing, beating, killing, shooting, selling drugs, sucking up free Canadian tax dollars in free benefits, taking housing and medical care away from citizens...BUT the " we got your back Carney " msm tells me that the U.S. ( which buys 70+% ) of Canadian exports..is the real problem.
Identity Attack0.17070955
Insult0.35505778
Profanity0.108590275
Threat0.1954604
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.503 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
CBC just reads out what the Trudeau Government tells them to read. Propaganda, plain and simple. And they seem to think that educated Canadians will believe their lies and corruption.
CBC just reads out what the Trudeau Government tells them to read. Propaganda, plain and simple. And they seem to think that educated Canadians will believe their lies and corruption.
Identity Attack0.24074486
Insult0.42881694
Profanity0.016069634
Threat0.0070552654
Severe Toxicity0.0077819824
Moderate 0.39644176 Low Con 0.173
Jul 14, 2018 46 likes How much do refugees and …
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Identity Attack0.27991617
Insult0.40189892
Profanity0.124631
Threat0.006809296
Severe Toxicity0.01483436
Moderate 0.39231625 Moderate Con 0.31 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bruh, ask any international student. They will tell you the same thing from 5 years ago before these all went to a hel hole.
Bruh, ask any international student. They will tell you the same thing from 5 years ago before these all went to a hel hole.
Identity Attack0.053854458
Insult0.24928534
Profanity0.3351773
Threat0.0287245
Severe Toxicity0.018320406
Moderate 0.38434127 Low Con 0.268
Sep 28, 2025 IRCC Names India in Study …
tell me why neglect of care we have enough colleges that need credits all a bunch of bull
tell me why neglect of care we have enough colleges that need credits all a bunch of bull
Identity Attack0.022188433
Insult0.40243408
Profanity0.2395431
Threat0.008440462
Severe Toxicity0.01502803
Moderate 0.38434127 Low Con 0.224 Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
If indian city would have more foreigner christian or foreigner muslims we would be having a civil war. Remember oh hindus our religion tells us to not live among Asuras.
If indian city would have more foreigner christian or foreigner muslims we would be having a civil war. Remember oh hindus our religion tells us to not live among Asuras.
Identity Attack0.46028158
Insult0.19734058
Profanity0.09775851
Threat0.13397428
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.313 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son …
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son is currently still running this scam with indian agents who lie and commit fraud and other wise lie on the application the ileds and also lie to the government about money in there bank 😂😂😂 i have more i have been trying to tell mps from coast to coast but no one will listen i have names and times and i have even know one of the indians that fled canada cause the government wanted him too and still scamming canada 😂 i have all the information if you guys are even slight curious 😂😂 😂
Identity Attack0.22935481
Insult0.3388922
Profanity0.1589207
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.593
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Please mention as North Indians we South Indians are not frauds we are well educated and hold good positions.. even my husband came to Canada in student visa i came there on dependent visa… when …
Please mention as North Indians we South Indians are not frauds we are well educated and hold good positions.. even my husband came to Canada in student visa i came there on dependent visa… when the visa expired we returned back to India… stop telling on the whole…. Mention as North Indians, actually these hindi speaking people are frauds even in India. If India seperates as north and south I will support…. These North Indians are bringing down the country’s name….
Identity Attack0.45610145
Insult0.3388922
Profanity0.03489832
Threat0.008764107
Severe Toxicity0.015673593
Moderate 0.37751234 Constructive 0.638
Sep 29, 2025 IRCC Names India in Study …
💯 Here in Moncton New Brunswick Atlantic Canada some even have pic stickers of a terror organization the Khalistani group and AK47’s, yet our New Brunswick boomer led liberal dimwit MP smiles as they have …
💯 Here in Moncton New Brunswick Atlantic Canada some even have pic stickers of a terror organization the Khalistani group and AK47’s, yet our New Brunswick boomer led liberal dimwit MP smiles as they have now taken over all Tim’s,Wendy’s, MCD’s, Walmarts, gas stations, truck/Cab driving jobs. So you mean to tell me students turn into TFW just by coming to Canada then we have Haitians border jumping into Canada escaping ICE agents to claim asylum in Canada creating more refugee crisis’s on the already strained housing, healthcare and job market.
Identity Attack0.28034934
Insult0.40243408
Profanity0.12815644
Threat0.016120117
Severe Toxicity0.018384963
Moderate 0.37751234 Constructive 0.538 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their …
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their country, why are they coming to ours, these people are ruining our culture and land and the land that our ancestors have raised us in, these people bring no value, all they want is FREE, why is the government letting them in? I can’t take it anymore, I’m watching all these foreigners come into our country and ruin it, i LOVE my country, please stand up people and Stop this, 🙏
Identity Attack0.40713623
Insult0.25800487
Profanity0.15635987
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.584
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what I tell people it could be worse they could be muslims just look at Europe.
This is what I tell people it could be worse they could be muslims just look at Europe.
Identity Attack0.45348886
Insult0.11616662
Profanity0.1554785
Threat0.044278983
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.439 Fear_Threat
Feb 13, 2026 Inside Canada's Indian Invasion...
About time someone brought this to attention. I live in northern bc and they are still coming. U can tell which ones are fresh. They don't know how to use a crosswalk. So damn tired …
About time someone brought this to attention. I live in northern bc and they are still coming. U can tell which ones are fresh. They don't know how to use a crosswalk. So damn tired of it. My kid is having a hard time finding work. They took all our youths jobs.
Identity Attack0.032753747
Insult0.24903896
Profanity0.40878695
Threat0.0091524795
Severe Toxicity0.01644827
Moderate 0.37751234 Constructive 0.704 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I can tell.. I see with my own eyes how out of control it's become even in the past few months! F the liberals!
I can tell.. I see with my own eyes how out of control it's become even in the past few months! F the liberals!
Identity Attack0.10699738
Insult0.3393024
Profanity0.33453682
Threat0.018710058
Severe Toxicity0.018449519
Moderate 0.37751234 Moderate Con 0.409 Policy_Critique
Nov 20, 2025 Thousands of refugees allowed into …
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love …
As an Indian, I feel so bad for Australia, Canada, New Zealand. The psychology of our people is : - lack of realisation of anyone's pain - zero tolerance to dissent - pretend to love others as long as you not call them out and if you do, all these angelic demeanor falls off, they come for you, your family, everyone. - complete respect for the countries they inhabit seeking absolute dominance and control. - then turn the country into sh.... then make their kids move to other countries to encroach and change demographics. Japanese, if you're reading this, don't tell us that the liberal left-wing Indians didn't warn you!!
Identity Attack0.32476485
Insult0.34314156
Profanity0.36230123
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.563 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Identity Attack0.057037655
Insult0.40243408
Profanity0.08290444
Threat0.0076507707
Severe Toxicity0.007247925
Moderate 0.37751234 Moderate Con 0.323 Question
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
All these illegal immigrants and TFWs should be given the addresses of these Laurentian Elites. Just tell them these Elites are looking for tents on their lawns and cheap labour for their homes. Let these …
All these illegal immigrants and TFWs should be given the addresses of these Laurentian Elites. Just tell them these Elites are looking for tents on their lawns and cheap labour for their homes. Let these bleeding heart Liberals see first hand who these people are and the misery they caused.
Identity Attack0.37730414
Insult0.36021477
Profanity0.04366605
Threat0.013113883
Severe Toxicity0.014640691
Moderate 0.37751234 Moderate Con 0.317 Call_To_Action
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN …
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN JUST VANCOUVER CITY....... ITS EVERY SINGLE CITY within a 1-2 hour drive outside of Vancouver City................. THEY LITERALLY ARE TAKING OVER....... and I am NOTTT a racist person........ but man..... its not the same vancouver that I grew up in I tell you that, MY SON IS ONE OF ONLY 6 WHITE KIDS IN HIS ENTIRE SCHOOL (a elementary school of 400-450 kids BY THE WAY)...................... since grade 1 (he is now in grade 3) ........ HE HAS BEEN THE ONLY WHITE KID IN HIS CLASS SINCE HE STARTED GOING TO SCHOOL THERE................. AND AGAIN!!!!!!!!! NOTHING WRONG WITH CHINESE OR ASIAN PEOPLE................. I JUST CAN NOT HELP BUT WONDER THAT 15-30 YEARS FROM NOW............. IS THERE GOING TO BE ANYYYYY WHITE PEOPLE LEFT HERE????????? MY THOUGHTS ARE NO........ WHITE PEOPLE WILL BE LESS THEN 5%
Identity Attack0.38185352
Insult0.25800487
Profanity0.0887236
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.606 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an Indian and i am telling you each one of them is telling you what you need to hear ( their original expression of identity comes out when they are around their own …
I am an Indian and i am telling you each one of them is telling you what you need to hear ( their original expression of identity comes out when they are around their own kind like in India the same hindu sabha will INDIRECTLY throw you out for being a lower caste or a christian or if muslim than you are done even direclty ) everyone of them is lying like every single one of them except the POLISH guy
Identity Attack0.38246045
Insult0.24835461
Profanity0.17752954
Threat0.032695748
Severe Toxicity0.023076924
Moderate 0.37694603 Moderate Con 0.435 Unverified_Claim
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Person of color here… the man with the black cap is telling all the truth. Brampton is an example of everything that can go wrong with immigration.
Person of color here… the man with the black cap is telling all the truth. Brampton is an example of everything that can go wrong with immigration.
Identity Attack0.41052565
Insult0.2435641
Profanity0.024951037
Threat0.0082074385
Severe Toxicity0.012207031
Moderate 0.37576625 Constructive 0.573
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm not fed up with Immigrants for who they are but some can't drive to save their lives and are a hazard. I nearly got smoked a few times simply because the ones I mentioned …
I'm not fed up with Immigrants for who they are but some can't drive to save their lives and are a hazard. I nearly got smoked a few times simply because the ones I mentioned cannot drive. I will tell you I know this because I know driver examiners that have told me horror stories. Many STILL drive and with no insurance. It's insane.
Identity Attack0.34649673
Insult0.34548226
Profanity0.035148825
Threat0.008246276
Severe Toxicity0.009994507
Moderate 0.37340668 Constructive 0.717
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
This video says exactly what I've been saying for years. I've lived in Brampton my whole life and im 40 now so I'll tell you its changed and changed for the worse. My car has …
This video says exactly what I've been saying for years. I've lived in Brampton my whole life and im 40 now so I'll tell you its changed and changed for the worse. My car has been broken into atleast 20 times in 5 years and 3 months ago a older Indian man broke into our house and was wearing my sister's clothes sleeping in her bed. He went through all our stuff and even ate food out of the fridge. So violating and frustrating living in Brampton lately. I'm so ashamed to say im from Brampton and even indian people in other towns have made fun of me for living in Brampton and telling me how bad the driving is. Lol thanks buddy. 😢
Identity Attack0.36702603
Insult0.24287975
Profanity0.22592722
Threat0.054624002
Severe Toxicity0.023076924
Moderate 0.37340668 Constructive 0.805 Personal_Narrative
Sep 19, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
Y doesn't this propaganda liar tell that HARD WORKING CANADIAN'S TAXES are used on these foreigners as opposed to being spent back on Canadians eg by doubling welfare payment for canadians, bringing down retirement age. …
Y doesn't this propaganda liar tell that HARD WORKING CANADIAN'S TAXES are used on these foreigners as opposed to being spent back on Canadians eg by doubling welfare payment for canadians, bringing down retirement age. & by reducing burden on social system
Identity Attack0.11976352
Insult0.40243408
Profanity0.02973333
Threat0.007689608
Severe Toxicity0.008049011
Moderate 0.36867723 Moderate Con 0.379
Apr 14, 2019 1 likes How much do refugees and …
Property management here and let me tell you…. I’ve never dealt with cockroaches as much as I do now and it’s all in Indian homes 😢
Property management here and let me tell you…. I’ve never dealt with cockroaches as much as I do now and it’s all in Indian homes 😢
Identity Attack0.3817989
Insult0.27969417
Profanity0.16822512
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.3666224 Moderate Con 0.472 Personal_Narrative
Jan 28, 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.