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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: "They are not indian they …" 4,309 comments · Page 97 of 173
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The …
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The violent crime has been skyrocketing. Guns are becoming more common. Sexual Assaults are increasing.. It's a lot of third-world violence and ideals being brought here.
Identity Attack0.3043136
Insult0.1711343
Profanity0.044417568
Threat0.04029291
Severe Toxicity0.01412424
Moderate 0.32919475 Constructive 0.705 Fear_Threat
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
It just looks like the Canadian homeless are just shooting themselves in the foot by not utilising these, communities and their free food and stuff. Ofc these all might just be for the cam and …
It just looks like the Canadian homeless are just shooting themselves in the foot by not utilising these, communities and their free food and stuff. Ofc these all might just be for the cam and they discriminate non Indians who try to enter Hindu or Sikh temples, Idk .
Identity Attack0.38223284
Insult0.097093195
Profanity0.04291453
Threat0.2330281
Severe Toxicity0.017610285
Moderate 0.32919475 Constructive 0.513
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
When a INDIAN says ther is too MAnY INDIAN IN CANADA that means it really is to much indian in CANADADA😅☠️
When a INDIAN says ther is too MAnY INDIAN IN CANADA that means it really is to much indian in CANADADA😅☠️
Identity Attack0.38230872
Insult0.14331897
Profanity0.047674157
Threat0.007547205
Severe Toxicity0.014382465
Moderate 0.32919475 Low Con 0.252 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It would be weird to have white worker in that indian coffee shop "tim horton"
It would be weird to have white worker in that indian coffee shop "tim horton"
Identity Attack0.3817989
Insult0.09855611
Profanity0.07514556
Threat0.009359611
Severe Toxicity0.011978149
Moderate 0.3286776 Low Con 0.204 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The whites people of Canada have decided; 1. Not to bear enough children to expand whites population 2. Embrace LGBTQ ideas which among others things results to depopulation. 3. Due to above two reasons, Canada …
The whites people of Canada have decided; 1. Not to bear enough children to expand whites population 2. Embrace LGBTQ ideas which among others things results to depopulation. 3. Due to above two reasons, Canada has to promote immigration in order to avoid depopulation which may harm the economy. 4. Since immigration is promoted, it has opened door for Indians, arabs, chinese. 5. Canada is changing because whites did forgot that they are required to bear enough children to preserve their identify and race. 6. Whites can change this trend if they decide. How? Every whiteman should mary and have enough kids (two kids and above).
Identity Attack0.40351558
Insult0.15698463
Profanity0.041912504
Threat0.011042561
Severe Toxicity0.012574885
Moderate 0.3286776 Moderate Con 0.304 Identity_Assertion
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The title should be Inside Europe's Indian Invasion... LOL
The title should be Inside Europe's Indian Invasion... LOL
Identity Attack0.37292135
Insult0.12702756
Profanity0.09868695
Threat0.019746035
Severe Toxicity0.020257099
Moderate 0.3286776 Low Con 0.146 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million …
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million people (Canada) looks at white collar work as the only respectable work, sometimes because of their caste system. That's why a lot of poor Indians bathe in contaminated waste water and you see garbage all over the streets. Yet India has some remarkable engineers and mathematicians out of the human species and their billionaires living ~100 meters from the poorest. Second, Indians worship bartering or negotiating for everything even with a set price. saw a group of Indians upset with the price of entry in apple orchard and start arguing with the cashier trying to negotiate the price (my most recent experience). It's just a very different culture that only wants their own from education to even marriage. It's not gonna work with Western values
Identity Attack0.36733335
Insult0.25602314
Profanity0.0741757
Threat0.007832011
Severe Toxicity0.012574885
Moderate 0.3286776 Constructive 0.741
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
when u are in rome u, need to act like one, if u go to another country and want to be a citizen be a part of that country or else dont go and destroy …
when u are in rome u, need to act like one, if u go to another country and want to be a citizen be a part of that country or else dont go and destroy their peace by bringing ur baggage and chaos there. really i feel sick how cannada being turned completely into india. indians im not against u but if u go to another country and want to be a part of it dont destroy their own culture and rules for ur own comfort, if not just go to ur hometowns as its not diversification or growth it looks awful how peaceful communities are being turn into something else. india is india dont turn cannada into one
Identity Attack0.29951343
Insult0.27146968
Profanity0.058946952
Threat0.01187109
Severe Toxicity0.012207031
Moderate 0.3286776 Constructive 0.633
Nov 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Majority Indian and pakistani have migrated to Canada are from lower social strata worked a truck drivers , cab drivers . That is why canada has khalistani dominance. Upper caste Punjabi ( Khatri Brahmins Kshatriya) …
Majority Indian and pakistani have migrated to Canada are from lower social strata worked a truck drivers , cab drivers . That is why canada has khalistani dominance. Upper caste Punjabi ( Khatri Brahmins Kshatriya) are majority in UK running business ( Rishi Saunak - Kshatriya ) USA is full of Maharashtrian literate class brahmins ,kshatriya and not concentrated in one place rather every state . New York Atlanta Ohio Texas has Lewa Patidar Zorastrian Parsis in high no. It is khalistani ( more or less similar to afgan pakistani muslims) mentality of creating mob and disrupting law and order.
Identity Attack0.39461556
Insult0.24928534
Profanity0.17566866
Threat0.0347677
Severe Toxicity0.023076924
Moderate 0.3286776 Constructive 0.546
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
So they basically watered down Canadian citizenship... Glad they at least drastically cut Indian "students".
So they basically watered down Canadian citizenship... Glad they at least drastically cut Indian "students".
Identity Attack0.3817989
Insult0.08533409
Profanity0.028913507
Threat0.18597278
Severe Toxicity0.014382465
Moderate 0.3286776 Moderate Con 0.314
Jan 13, 2026 Canada’s new rules in 2026
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and …
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and accusing them that they only work for money 😂
Identity Attack0.35299334
Insult0.16551061
Profanity0.09292633
Threat0.009359611
Severe Toxicity0.0128976675
Moderate 0.3286776 Moderate Con 0.379 Economic_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop spreading hate and Canadians people live with indian tax payers money 😂😂😂😂😂😂😂
Stop spreading hate and Canadians people live with indian tax payers money 😂😂😂😂😂😂😂
Identity Attack0.3043136
Insult0.16758773
Profanity0.021466793
Threat0.0072106146
Severe Toxicity0.008926392
Moderate 0.3286776 Low Con 0.171 Economic_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and …
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and often for the lowest pay. Yes, one percent may cause trouble, but that exists in every community. What’s really unfair is how brown immigrants are singled out, while no one makes videos when Indian students are dying or struggling. We’re not monkeys — we’re human beings, we’ve worked for decades building this country, often in silence and underpaid. Stop the racism. Canada is stronger when we live together, not when we tear each other down.”
Identity Attack0.3817989
Insult0.21836096
Profanity0.089370176
Threat0.019918699
Severe Toxicity0.014059683
Moderate 0.3286776 Constructive 0.735 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
I love watching the Indians laugh and say everyone's driving is bad, not knowing they themselves are the problem 😂
I love watching the Indians laugh and say everyone's driving is bad, not knowing they themselves are the problem 😂
Identity Attack0.37082586
Insult0.1469393
Profanity0.089370176
Threat0.013631714
Severe Toxicity0.015609037
Moderate 0.3281604 Low Con 0.297 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
DIVERSITY IS OUR STRENGTH !! and by diversity we mean only Indians !
DIVERSITY IS OUR STRENGTH !! and by diversity we mean only Indians !
Identity Attack0.38176915
Insult0.09563028
Profanity0.08419759
Threat0.016465442
Severe Toxicity0.023076924
Moderate 0.3281604 Moderate Con 0.316 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
Identity Attack0.3817989
Insult0.15911613
Profanity0.03239325
Threat0.00780612
Severe Toxicity0.011444092
Moderate 0.3281604 Low Con 0.293 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
bro to be honest with u as an Indian most of them even don't know what is civic sense , if u go to Delhi u see more horrible roads and worst bad driving peoples …
bro to be honest with u as an Indian most of them even don't know what is civic sense , if u go to Delhi u see more horrible roads and worst bad driving peoples and also they export that culture across the globe.
Identity Attack0.36733335
Insult0.2679134
Profanity0.10735235
Threat0.023371955
Severe Toxicity0.019095084
Moderate 0.3281604 Constructive 0.504 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
indian people are either the nicest people you meet or the most annoying.
indian people are either the nicest people you meet or the most annoying.
Identity Attack0.36733335
Insult0.17486192
Profanity0.1184936
Threat0.00756015
Severe Toxicity0.0128976675
Moderate 0.3281604 Moderate Con 0.354 Identity_Assertion
Jan 27, 2026 5 likes Inside Canada's Indian Metropolis (Brampton)
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
What value are these Indians bringing to Canada? What is Canada trying to prove by allowing these people into the country? Can someone throw light on this please?
Identity Attack0.4006267
Insult0.13607834
Profanity0.023174755
Threat0.009281937
Severe Toxicity0.012833111
Moderate 0.3281604 Low Con 0.263 Question
Aug 30, 2025 Why Canadians Are Turning Against …
Never had an issue with Indians until COVID. Now they're openly hated by everyone, especially by other Indians. They don't like this either
Never had an issue with Indians until COVID. Now they're openly hated by everyone, especially by other Indians. They don't like this either
Identity Attack0.3802808
Insult0.1469393
Profanity0.114160895
Threat0.011638066
Severe Toxicity0.017803956
Moderate 0.3281604 Moderate Con 0.445 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
That one bald polish dude in the same sentence: “they don’t work, they work for cash and they work for other Indians” alright so do they work or not then?
That one bald polish dude in the same sentence: “they don’t work, they work for cash and they work for other Indians” alright so do they work or not then?
Identity Attack0.35299334
Insult0.24928534
Profanity0.06946823
Threat0.008556974
Severe Toxicity0.010528564
Moderate 0.3281604 Low Con 0.272
Sep 18, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
I can assure you almost 95% of Canadians have Indian fatigue
I can assure you almost 95% of Canadians have Indian fatigue
Identity Attack0.37292135
Insult0.22303216
Profanity0.064458095
Threat0.007754337
Severe Toxicity0.011520386
Moderate 0.3281604 Moderate Con 0.344 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
World population is 8.2 BILLION. indian subcontinent is 2 BILLION (india, Pakistan, Bangladesh - all are the same nation, just divided by artificiai borders ). Plus Indian disapora around the world over 50 million. Fertility …
World population is 8.2 BILLION. indian subcontinent is 2 BILLION (india, Pakistan, Bangladesh - all are the same nation, just divided by artificiai borders ). Plus Indian disapora around the world over 50 million. Fertility rate is 1.95 (in 2025), one of the highest in the world. Every fourth person in the world is Indian. They cannot assimilate anywhere because they stubbornly stick to their traditions, religions and gods (in that they are fanatics) and style of clothing to deliberately underscore theit difference.
Identity Attack0.3817989
Insult0.24561718
Profanity0.12220735
Threat0.020091362
Severe Toxicity0.023076924
Moderate 0.32764325 Moderate Con 0.357
Nov 21, 2025 Why Canadians Are Turning Against …
I wonder what the real natives feel when the so called local becomes the majority. The difference between "local" and Indian immigrants is that indians didnt k*ll the natives.
I wonder what the real natives feel when the so called local becomes the majority. The difference between "local" and Indian immigrants is that indians didnt k*ll the natives.
Identity Attack0.3817989
Insult0.13245803
Profanity0.19278693
Threat0.13815513
Severe Toxicity0.01806218
Moderate 0.32764325 Moderate Con 0.462 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian seem friendlier than Somalian. They are willing to stop and chat
Indian seem friendlier than Somalian. They are willing to stop and chat
Identity Attack0.3817989
Insult0.15556364
Profanity0.09551262
Threat0.010084574
Severe Toxicity0.015221698
Moderate 0.32764325 Moderate Con 0.465 Identity_Assertion
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.