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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 210 of 1230
Indians hate Canada; it's cold there. And Mexicans won't let them into the US.
Indians hate Canada; it's cold there. And Mexicans won't let them into the US.
Identity Attack0.5707127
Insult0.27763805
Profanity0.12551236
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.47473195 Low Con 0.243 Identity Attack Comparative_Framing
Feb 21, 2026 Inside Canada's Indian Invasion...
thats why i left this country a year ago dawg damnn
thats why i left this country a year ago dawg damnn
Identity Attack0.061130337
Insult0.24835461
Profanity0.5150164
Threat0.010887212
Severe Toxicity0.023411209
Moderate 0.47473195 Moderate Con 0.332 Personal_Narrative
Feb 10, 2026 3 likes Inside Canada's Indian Invasion...
They take take and take and only look out for themselves. They are not here to assimilate they are here to take over.... All of Canindia is turning into a garbage heap just like they …
They take take and take and only look out for themselves. They are not here to assimilate they are here to take over.... All of Canindia is turning into a garbage heap just like they came from...It's too little to late now, people are waking up way too late.
Identity Attack0.4054415
Insult0.5130944
Profanity0.13608865
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.47473195 Moderate Con 0.361 Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Australia is being swamped by Indians. Every city is coloured brown.
Australia is being swamped by Indians. Every city is coloured brown.
Identity Attack0.55803186
Insult0.336253
Profanity0.20375896
Threat0.06432246
Severe Toxicity0.032316983
Moderate 0.47473195 Low Con 0.215 Identity Attack Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
😂😂😂 Brampton needs Tampons 😂😂😂 It’s bleeding 😂😂😂 Indianvasion 😂😂😂 Welkum to clownada 😂
😂😂😂 Brampton needs Tampons 😂😂😂 It’s bleeding 😂😂😂 Indianvasion 😂😂😂 Welkum to clownada 😂
Identity Attack0.44690517
Insult0.39743927
Profanity0.26586622
Threat0.10542984
Severe Toxicity0.16960317
Moderate 0.47473195 Low Con 0.149
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No ones hates the new Indians more than the Indians that have been here 10+ years
No ones hates the new Indians more than the Indians that have been here 10+ years
Identity Attack0.5504064
Insult0.26957804
Profanity0.21024476
Threat0.031314444
Severe Toxicity0.040387187
Moderate 0.47473195 Moderate Con 0.316 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
On the bright side at least they aren’t Muslim
On the bright side at least they aren’t Muslim
Identity Attack0.57957685
Insult0.2735258
Profanity0.1184936
Threat0.011379151
Severe Toxicity0.024350211
Moderate 0.47473195 Low Con 0.296 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bulshit
Bulshit
Identity Attack0.005660672
Insult0.24171697
Profanity0.8086746
Threat0.006770459
Severe Toxicity0.16960317
Moderate 0.47473195 Low Con 0.276
Nov 4, 2018 How much do refugees and …
Points? I speak Rngl7sh only. My smartphone doesn't speak Englush. English, god dammit. I also do not have maths. I was force-fed through basic math in public education. I learned absolutely nothing, and I graduated …
Points? I speak Rngl7sh only. My smartphone doesn't speak Englush. English, god dammit. I also do not have maths. I was force-fed through basic math in public education. I learned absolutely nothing, and I graduated acceptable to Ontario. I do not have a family doctor, only a walk-in clinic pill pusher. I have disability, disease, and damage. I am not employed, I do not have an education or access to business learning. No money is a degree of poverty in Canada. I couldn't engineer anything outside of daydreaming from my also unemployed father's basement. I am a visual disability in legislated poverty. I own nothing, and I am not happy. Why are immigrants coming to Canada? There is no point.
Identity Attack0.21866
Insult0.40243408
Profanity0.48510036
Threat0.0116639575
Severe Toxicity0.04397394
Moderate 0.47473195 Constructive 0.578
Jun 19, 2025 1 likes How Canada broke its immigration …
I was at a Arby's and a group of black s threw all the garbage out the car window on the parking lot I'm talking wrappers cups and bags
I was at a Arby's and a group of black s threw all the garbage out the car window on the parking lot I'm talking wrappers cups and bags
Identity Attack0.55044734
Insult0.37846634
Profanity0.29209393
Threat0.038911607
Severe Toxicity0.024960563
Moderate 0.47473195 Moderate Con 0.431 Identity Attack
Sep 18, 2025 Why Canadians Are Turning Against …
When you arrive at Pearson airport the signs you see on arrival are “Immigration” in bold, S.I.N sign directing you where to go, then as soon as you grab your bag there’s a phone booth …
When you arrive at Pearson airport the signs you see on arrival are “Immigration” in bold, S.I.N sign directing you where to go, then as soon as you grab your bag there’s a phone booth giving you access to buy phones and plans. It’s a welcome to Canada, grab your shit and get out there. 800,000 plus in Q1 alone but apparently the doors are closed according to Trudeau 2.0. Congrats Canada, you played yourself
Identity Attack0.18546575
Insult0.42567953
Profanity0.4596479
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.47473195 Moderate Con 0.489
Jun 19, 2025 1 likes How Canada broke its immigration …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to claims of "racism" just for calling out issues created and perpetuated by Indian colleagues. How many scam calls are we all getting now, how many jobs are we losing to them now, how many incentives are companies exploiting by hiring them just to drive profits now? I have a university degree and cannot get a job after such terrible experiences with these people in the workplace so I am going back to school in order to enter a type of industry they have not 'yet' taken over. Boomer thinking, their voting of Liberals and media brainwashing of "cultural diversity" has brought these issues to the boiling point. Enough is enough! Go back to India!
Identity Attack0.4911651
Insult0.48627716
Profanity0.08678388
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.47473195 Constructive 0.635
Jul 23, 2025 1 likes How Canada broke its immigration …
How to ruin any country? Let indians come
How to ruin any country? Let indians come
Identity Attack0.55044734
Insult0.24928534
Profanity0.15019037
Threat0.13815513
Severe Toxicity0.042180564
Moderate 0.47473195 Low Con 0.164 Identity Attack Unverified_Claim
Jan 30, 2026 1 likes Inside Canada's Indian Invasion...
Whole brampton needs to be deported to india or pakistan
Whole brampton needs to be deported to india or pakistan
Identity Attack0.5485698
Insult0.40243408
Profanity0.22673377
Threat0.34804323
Severe Toxicity0.18232453
Moderate 0.47473195 Low Con 0.145 Identity Attack
Dec 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
This is the mindsets of western county's what's they thinking about none white people's they are treat them like a animals
This is the mindsets of western county's what's they thinking about none white people's they are treat them like a animals
Identity Attack0.48915586
Insult0.43158367
Profanity0.2124067
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.47473195 Moderate Con 0.397 Moral_Argument
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
They are all satanist. That statue needs to come down.
They are all satanist. That statue needs to come down.
Identity Attack0.21075934
Insult0.47357693
Profanity0.26641908
Threat0.06561559
Severe Toxicity0.023076924
Moderate 0.47473195 Low Con 0.164 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
The man on the bike is a total racist.
The man on the bike is a total racist.
Identity Attack0.3758158
Insult0.4747285
Profanity0.16682947
Threat0.009411395
Severe Toxicity0.022710243
Moderate 0.47473195 Low Con 0.264 Identity_Assertion
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
Does anybody remember when a group of Indians robbed the LCBO in Bowmanville, Ontario. They drove the WRONG WAY on the 401 and crashed into an entire family, killing everyone, ncluding a 4mo baby. Judge …
Does anybody remember when a group of Indians robbed the LCBO in Bowmanville, Ontario. They drove the WRONG WAY on the 401 and crashed into an entire family, killing everyone, ncluding a 4mo baby. Judge Russel Wood of Oshawa said he didn't want the surviving Indian to be deported so he gave him 4mo in jail. FOR ARMED ROBBERY + KILLING AM ENTIRE FAMILY
Identity Attack0.49032792
Insult0.27969417
Profanity0.10363861
Threat0.5195707
Severe Toxicity0.12546301
Moderate 0.47473195 Constructive 0.64 Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are exagerrating, they are everywhere like flies. And love excessive lifestyle driving in cpensive card while the people from that country are humble and cut their coat according to their size. Indians will destroy …
Indians are exagerrating, they are everywhere like flies. And love excessive lifestyle driving in cpensive card while the people from that country are humble and cut their coat according to their size. Indians will destroy immigration for everybody. Always wants to be heard when itnis not your country. Proud in nothing bragging about your country in someone else country is crazy to me.
Identity Attack0.5135796
Insult0.44802538
Profanity0.21348765
Threat0.03718498
Severe Toxicity0.02604016
Moderate 0.47473195 Moderate Con 0.413 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
They brought in too many fkn dippers, send them all back.
They brought in too many fkn dippers, send them all back.
Identity Attack0.089145996
Insult0.40243408
Profanity0.4819111
Threat0.1284288
Severe Toxicity0.027833538
Moderate 0.47473195 Low Con 0.163 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Disgusting New Delhi paty boys and girls.
Disgusting New Delhi paty boys and girls.
Identity Attack0.46028158
Insult0.54471385
Profanity0.33453682
Threat0.1284288
Severe Toxicity0.23223428
Moderate 0.47473195 Low Con 0.228 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The hindus are polluting the western rivers
The hindus are polluting the western rivers
Identity Attack0.5135796
Insult0.3388922
Profanity0.22552395
Threat0.046541955
Severe Toxicity0.045767322
Moderate 0.47473195 Low Con 0.191 Identity Attack Fear_Threat
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
Palestinians are sick of immigration.
Palestinians are sick of immigration.
Identity Attack0.5135796
Insult0.37619758
Profanity0.2253223
Threat0.010835429
Severe Toxicity0.023076924
Moderate 0.47473195 Low Con 0.248 Identity Attack Comparative_Framing
Sep 14, 2025 Why Canadians Are Turning Against …
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's …
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's funny how foreigners mostly w8tes will travel to India and purposely go to the worst places to travel (old delhi, varanasi, Calcutta) which is common knowledge not only amongst Indians themselves but amongst travelers globally, just so they can make negative videos for sensation and views and then assume the entire country looks like that. When the fact of the matter is India has beautiful beaches, resorts in the south (kerela goa etc ie tourist areas) beautiful mountains and snowy areas in the north like Shimla, Risikesh in states like himachal pradesh and uttarkhand, theres ther north east which has arunachal pradesh etc. Yet despite common knowledge amongst those who travel to India these vloggers choose to avoid such places for the former just for content and to make videos such as this. Channels like Chris Lewis, Alfonso and Jessica, Daily Max, Van Boys, GallivanterDom, Dunney Travels are much more honest and unbiased with their vlogs on India showing both the good and bad side of the country. Both the beautiful luxurious sides as well as the slums and poverty. Unlike vloggers like this who only show the negative sides of India for the sake of views, content and engagement farming. Positive videos on India never go as viral as the negative ones. The algorithm always pushes negativity over positivity
Identity Attack0.37655997
Insult0.44126466
Profanity0.29209393
Threat0.0347677
Severe Toxicity0.052940834
Moderate 0.47473195 Constructive 0.728 Policy_Critique
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Who cares, go back to your own country, we are full
Who cares, go back to your own country, we are full
Identity Attack0.44690517
Insult0.3388922
Profanity0.15724123
Threat0.038220957
Severe Toxicity0.023599008
Moderate 0.47323486 Low Con 0.221 Identity_Assertion
Jan 18, 2026 2.9 million Canadian temporary visas …

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.