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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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Active: "We are being invaded" 307 comments · Page 11 of 13
“Invaders complain about immigration” that would be a good title 👍
“Invaders complain about immigration” that would be a good title 👍
Identity Attack0.15303208
Insult0.07270074
Profanity0.018802373
Threat0.008893564
Severe Toxicity0.005340576
Low Tox 0.2312681 Low Con 0.277
Nov 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Do next one of how italians invaded new York in the 20th century
Do next one of how italians invaded new York in the 20th century
Identity Attack0.21668483
Insult0.04032305
Profanity0.03464781
Threat0.03787563
Severe Toxicity0.008621216
Low Tox 0.2312681 Low Con 0.222 Call_To_Action
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Canada is being invaded and taken over😮
Canada is being invaded and taken over😮
Identity Attack0.16159154
Insult0.06285016
Profanity0.024882717
Threat0.03373172
Severe Toxicity0.008239746
Low Tox 0.22846605 Low Con 0.227
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is literally being invaded. Hey dont get me wrong , I believe in immigration but the right immigration. If it was not for immigration I would not be here but when the government let's …
Canada is literally being invaded. Hey dont get me wrong , I believe in immigration but the right immigration. If it was not for immigration I would not be here but when the government let's in terrorists and say they are allowed here theres something very wrong with that . This is all on the liberal party of canada
Identity Attack0.15945168
Insult0.07998765
Profanity0.01627459
Threat0.01052473
Severe Toxicity0.004634857
Low Tox 0.22846605 Constructive 0.624 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We are being invaded
We are being invaded
Identity Attack0.10699738
Insult0.036435258
Profanity0.073529124
Threat0.055270568
Severe Toxicity0.012054443
Low Tox 0.22846605 Moderate Con 0.361 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even …
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even being investigated and in fact, are bankrolling the invasion.
Identity Attack0.031980325
Insult0.15343215
Profanity0.016547862
Threat0.008323951
Severe Toxicity0.0033950806
Low Tox 0.22445217 Moderate Con 0.419 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
Identity Attack0.10221587
Insult0.0806213
Profanity0.019895468
Threat0.015602129
Severe Toxicity0.0076293945
Low Tox 0.20839658 Low Con 0.225 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and they’re mad about it. What makes European settler culture the right one? Why not Indigenous culture? Why not Indian culture? What gives Europeans the right to have their culture remain in the Americas?
Identity Attack0.23998553
Insult0.0623257
Profanity0.01620627
Threat0.008582866
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.428 Moral_Argument
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Sydney Australia and it's suburbs are just as invaded. The only difference is that there are fewer Indians and Moe Thai, Filipino, and Indonesians. Both have about equal percentages of Chinese.
Sydney Australia and it's suburbs are just as invaded. The only difference is that there are fewer Indians and Moe Thai, Filipino, and Indonesians. Both have about equal percentages of Chinese.
Identity Attack0.27701542
Insult0.056719027
Profanity0.021603432
Threat0.008634649
Severe Toxicity0.0064468384
Low Tox 0.20219094 Constructive 0.532
Aug 25, 2025 Why Canadians Are Turning Against …
Great video Brother. God help us we have been invaded.
Great video Brother. God help us we have been invaded.
Identity Attack0.09741807
Insult0.038566336
Profanity0.07999486
Threat0.044925548
Severe Toxicity0.010147095
Low Tox 0.20126031 Moderate Con 0.447 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma …
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma always hits back
Identity Attack0.1294935
Insult0.070799805
Profanity0.0138151245
Threat0.008556974
Severe Toxicity0.004558563
Low Tox 0.1996317 Moderate Con 0.379 Moral_Argument
Nov 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Actual invaders are scared of legal migrants?
Actual invaders are scared of legal migrants?
Identity Attack0.17070955
Insult0.05027775
Profanity0.021535112
Threat0.008867673
Severe Toxicity0.0044441223
Low Tox 0.19789438 Low Con 0.196 Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
And they all ignore Canadians and judge them and assume we’re privileged when we’re the opppsite we’re watching our homes being invaded
And they all ignore Canadians and judge them and assume we’re privileged when we’re the opppsite we’re watching our homes being invaded
Identity Attack0.12556632
Insult0.06529768
Profanity0.01535229
Threat0.011741633
Severe Toxicity0.0040626526
Low Tox 0.19124292 Moderate Con 0.34 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory , so Indians regard themselves as the successors of the British Empire, so that we have reason to ask for more territory; our Indians’ greatest contribution to the world Just give birth to children. In order to have a population of 2 billion, we need more territory. Although we Indians have the most beggars in the world and most Indians have no jobs, it doesn’t matter. We will give birth to more children. Son, this way we can occupy Bhutan, Sri Lanka, Nepal, Pakistan,USA, Canada, Australia... until the whole earth
Identity Attack0.19495805
Insult0.061451588
Profanity0.07611542
Threat0.03787563
Severe Toxicity0.013736901
Low Tox 0.19124292 Constructive 0.547
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
If you're not integrating then you're invading.
If you're not integrating then you're invading.
Identity Attack0.06385879
Insult0.05203446
Profanity0.03690237
Threat0.011379151
Severe Toxicity0.0049972534
Low Tox 0.18649188 Low Con 0.188
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
They invaded Canada without guns and won.😂😂
They invaded Canada without guns and won.😂😂
Identity Attack0.06522302
Insult0.028502205
Profanity0.02126184
Threat0.13262562
Severe Toxicity0.0075531006
Low Tox 0.18649188 Low Con 0.179
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Madness... invaded
Madness... invaded
Identity Attack0.00984143
Insult0.06459839
Profanity0.070942834
Threat0.011223801
Severe Toxicity0.005569458
Low Tox 0.18269104 Moderate Con 0.359 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back America. Look up all the British colonies and controlled land. All the countries at war and all the illegal immigrants come from British colonies.
Identity Attack0.18705739
Insult0.056719027
Profanity0.013371054
Threat0.008582866
Severe Toxicity0.0038909912
Low Tox 0.18269104 Moderate Con 0.36
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon …
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon sk. the lady they exposed wore (whatever nationality) robes , a visible minority. they observed you exiting a new bmx suv (male driver). once they called her out she moved to another location where they recognized and exposed her again. diversity is not our strength, liberals saying "we're all immigrants" is ignorant. my ancestors and all those who came before, came to canada with nothing. no federal financial assistance, no housing, no hand outs. just sent west to undeveloped and unpopulated lands. the pioneers that came and built canada to what it is today lived in poverty in extreme conditions and worked themselves to the bone to provide for their families and build and settle canada. these new 'invaders' are not the same as the pioneers who built and shaped canada
Identity Attack0.09824528
Insult0.08484049
Profanity0.024472807
Threat0.008453408
Severe Toxicity0.0039482117
Low Tox 0.17631748 Constructive 0.646 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
They’re also invading New York
They’re also invading New York
Identity Attack0.10221587
Insult0.03423163
Profanity0.041912504
Threat0.028897164
Severe Toxicity0.0065612793
Low Tox 0.17631748 Low Con 0.219
Jan 27, 2026 Inside Canada's Indian Invasion...
India had experienced a very bad situation when Western nations invaded and treated natives as slaves, imposed the "Hindu tax" on Indians, for about 1000 years, till 1947. It is estimated that English rulers looted …
India had experienced a very bad situation when Western nations invaded and treated natives as slaves, imposed the "Hindu tax" on Indians, for about 1000 years, till 1947. It is estimated that English rulers looted over £45 trillion worth of wealth from India, in addition to priceless artefacts, precious stones, and cultural treasures stolen, many of which remain in the British Museum to this day. India was subjected to foreign rule for nearly a thousand years, culminating in English colonial rule. During this time, countless Indians were enslaved, shackled, and forcibly transported to distant English colonies to work as indentured labourers under inhumane conditions. " Hindu tax ' was imposed on every Indian, and English rulers collected the tax on gunpoint for centuries. Those who did not have money were used as slaves in English households. Ancient India, once a beacon of knowledge and wisdom, was known as a subcontinent of learning and prosperity, contributing up to 38% of the world’s GDP at its height. For centuries, Indians struggled for their freedom, drawing strength from the timeless values of truth and non-violence embedded in our culture. The freedom movement, led through non-violent resistance, ultimately led to India's independence in 1947. However, the residual grip of colonial influence continued until around 1956. By the end of colonial rule, India’s sacred and ancient universities had been dismantled, and the country—once among the richest—was reduced to one of the poorest nations in the world. Widespread poverty, illiteracy, disease, social divisions, and national humiliation were the tragic legacies of foreign rule. If might and brawn continue to justify exploitation, it must be confronted with truth, non-violent justice, and a collective call for accountability.
Identity Attack0.16587129
Insult0.06634661
Profanity0.035399333
Threat0.01698343
Severe Toxicity0.005836487
Low Tox 0.17458448 Constructive 0.6 Comparative_Framing
Sep 19, 2025 34 likes Inside Canada's Indian Metropolis (Brampton)
They know how to invade any country in the world without any war.
They know how to invade any country in the world without any war.
Identity Attack0.040745795
Insult0.021803947
Profanity0.026454043
Threat0.13414288
Severe Toxicity0.0075912476
Low Tox 0.17285149 Low Con 0.084 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
History repeats itself Britain invaded India then split it three ways. Many people died while Britain benefited by exploiting natural resources. The chickens have come home to roost.
History repeats itself Britain invaded India then split it three ways. Many people died while Britain benefited by exploiting natural resources. The chickens have come home to roost.
Identity Attack0.10221587
Insult0.06617179
Profanity0.023652986
Threat0.011405042
Severe Toxicity0.0050354004
Low Tox 0.17198499 Moderate Con 0.37 Comparative_Framing
Oct 8, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Tbf before Europeans came to canada in the 17th century it was the country of groups like the Mi'kmaq, Beothuk, Huron-Wendat which were brown but they were invaded so.. just history repeating it self in …
Tbf before Europeans came to canada in the 17th century it was the country of groups like the Mi'kmaq, Beothuk, Huron-Wendat which were brown but they were invaded so.. just history repeating it self in many ways I guess.
Identity Attack0.18313584
Insult0.033570543
Profanity0.022013342
Threat0.008789998
Severe Toxicity0.004634857
Low Tox 0.17025198 Constructive 0.592
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Lets put Canadians who are canadian citizens to put first and help to get educated instead of wasting time money 💴 efforts on people who god knows what their intentions are invading canada 🇨🇦 and …
Lets put Canadians who are canadian citizens to put first and help to get educated instead of wasting time money 💴 efforts on people who god knows what their intentions are invading canada 🇨🇦 and canadians safety security
Identity Attack0.10221587
Insult0.06529768
Profanity0.015898837
Threat0.007741391
Severe Toxicity0.0037384033
Low Tox 0.17025198 Low Con 0.287 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …

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.