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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 426 of 1230
As a Canadian we immigrants have to.leave peacefully not to bring your culture in Canada
As a Canadian we immigrants have to.leave peacefully not to bring your culture in Canada
Identity Attack0.38699543
Insult0.097093195
Profanity0.021330157
Threat0.010162249
Severe Toxicity0.014511578
Moderate 0.3286776 Moderate Con 0.444 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
I like Canada better when it was full of Canadians.
I like Canada better when it was full of Canadians.
Identity Attack0.38200524
Insult0.09855611
Profanity0.029596692
Threat0.011689849
Severe Toxicity0.016577384
Moderate 0.3286776 Moderate Con 0.364 Identity_Assertion
Jan 27, 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)
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 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...
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)
God bless you for making these videos. All white countries are being ethnically replaced. Why are we the only country who needs to have diversity and multiculturalism?!?
God bless you for making these videos. All white countries are being ethnically replaced. Why are we the only country who needs to have diversity and multiculturalism?!?
Identity Attack0.381025
Insult0.07491849
Profanity0.087430455
Threat0.026997874
Severe Toxicity0.018836858
Moderate 0.3286776 Constructive 0.572 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
$50,000 is almost 3 years of my income for two people. How can people coming from the U.S. be "refugees"? Many so-called "refugees" that are Muslim have absolutely NO intent to integrate because their ideology …
$50,000 is almost 3 years of my income for two people. How can people coming from the U.S. be "refugees"? Many so-called "refugees" that are Muslim have absolutely NO intent to integrate because their ideology says they must not, but to supplant the current Canadian system with Islamic Law. They constantly play the victim and lobby for special "rights". This CANNOT BE ALLOWED!
Identity Attack0.40883094
Insult0.13064787
Profanity0.021876704
Threat0.007870848
Severe Toxicity0.012054443
Moderate 0.3286776 Moderate Con 0.484
Apr 14, 2019 How much do refugees and …
Where indigenous Canadians? They never been Europeans . Chicken come to roost
Where indigenous Canadians? They never been Europeans . Chicken come to roost
Identity Attack0.36702603
Insult0.2469859
Profanity0.032142747
Threat0.0076507707
Severe Toxicity0.013866014
Moderate 0.3286776 Low Con 0.169
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Regarding 🍇 with Africans, don't India also have a 🍇 capital?
Regarding 🍇 with Africans, don't India also have a 🍇 capital?
Identity Attack0.28034934
Insult0.08831572
Profanity0.25915453
Threat0.008789998
Severe Toxicity0.022452017
Moderate 0.3286776 Low Con 0.254 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The police aren’t able to uphold the law and persecute violence among Muslims without being investigated against, especially when a husband beats his wife🇨🇦
The police aren’t able to uphold the law and persecute violence among Muslims without being investigated against, especially when a husband beats his wife🇨🇦
Identity Attack0.37082586
Insult0.07270074
Profanity0.085167445
Threat0.2836219
Severe Toxicity0.015415368
Moderate 0.3286776 Moderate Con 0.38
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
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 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)
I must say it is refreshing to hear the same opinion from immigrants that did things the correct legal way and for the right reasons. I thank all of you for speaking up surely you …
I must say it is refreshing to hear the same opinion from immigrants that did things the correct legal way and for the right reasons. I thank all of you for speaking up surely you can't be labeled racists etc for speaking the truth! I can tell you right now if I was to go to another country I would not get there illegally and take advantage of anything and everything I can from that countries government while showing hate for that very country. I sure as hell would not expect society in that country to bow down and be forced to accept and support the ways I knew from being from Canada. It blows my mind to see the level of entitlement and ignorance! Canada is dying........quick
Identity Attack0.28034934
Insult0.24630153
Profanity0.24910301
Threat0.010938995
Severe Toxicity0.017158391
Moderate 0.3286776 Constructive 0.759 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
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)
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)
Please do not speak for me! Take this hateful stuff down!!
Please do not speak for me! Take this hateful stuff down!!
Identity Attack0.015053716
Insult0.17486192
Profanity0.07611542
Threat0.013528148
Severe Toxicity0.0074005127
Moderate 0.3286776 Moderate Con 0.308
Aug 31, 2025 Why Canadians Are Turning Against …
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 …
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...
well this is easily blamed on immigrants but hey you allowed usury in your society that why everything expensive. throw out usury bankers.
well this is easily blamed on immigrants but hey you allowed usury in your society that why everything expensive. throw out usury bankers.
Identity Attack0.3072352
Insult0.19967617
Profanity0.032894265
Threat0.036149003
Severe Toxicity0.0104522705
Moderate 0.3281604 Low Con 0.161
Aug 25, 2025 Why Canadians Are Turning Against …
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...
The man with the bicycle isn't trueful about African
The man with the bicycle isn't trueful about African
Identity Attack0.37361985
Insult0.16195811
Profanity0.08775374
Threat0.010421164
Severe Toxicity0.01322045
Moderate 0.3281604 Low Con 0.24 Meta_Commentary
Jan 27, 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...
NUKE IT
NUKE IT
Identity Attack0.025806036
Insult0.061101943
Profanity0.16450337
Threat0.40603778
Severe Toxicity0.023076924
Moderate 0.3281604 Low Con 0.16
Jan 27, 2026 Inside Canada's Indian Invasion...
Good get the f out
Good get the f out
Identity Attack0.011765319
Insult0.12702756
Profanity0.33082673
Threat0.027170537
Severe Toxicity0.01754573
Moderate 0.3281604 Low Con 0.262
Nov 24, 2025 Quebec Ends Economic Immigration Program …

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.