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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: "We are being invaded" 307 comments · Page 10 of 13
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying to escape poverty, poverty which again the same Europeans created in their nations too. Relax. Go to sleep. This is merely Karma at work. If you want anyone out, FIRST look at the mirror and volunteer to leave if you see a pale face there.
Identity Attack0.1808059
Insult0.16195811
Profanity0.020032106
Threat0.1115629
Severe Toxicity0.010604858
Low Tox 0.28312725 Moderate Con 0.405 Moral_Argument
Oct 6, 2025 IRCC Names India in Study …
We want these invaders gone we never said they could come in the first place , The libs brought them here just to secure votes
We want these invaders gone we never said they could come in the first place , The libs brought them here just to secure votes
Identity Attack0.22261032
Insult0.12159709
Profanity0.035900343
Threat0.020264024
Severe Toxicity0.009841919
Low Tox 0.2820025 Low Con 0.249 Identity_Assertion
Sep 14, 2025 Why Canadians Are Turning Against …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist half, and allow the easterners to be controlled by the slaaneshi surface dwelling weaklings of the east. Then we can kick out all the foreigners and invaders, every one who refuses to assimilate, and have our own elections, not run by dominion voting systems machines, and our own Politian's, not hand picked by ottawa, instead of being dragged further and further to the extreme alt left by the surface dwelling weaklings of the east and their disgusting ideas. We don't share their values, we don't share their languages, we don't even share their belief systems and ways or schools of thought. Its time for western Canada to become its own country. Separated away from the nightmarish revisionist visions of mad dogs in Ontario.
Identity Attack0.28034934
Insult0.16195811
Profanity0.031641733
Threat0.1368402
Severe Toxicity0.014447021
Low Tox 0.27975297 Moderate Con 0.423
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Why does migrants quit their countrys, are they manage by some financial groups to invade caneda. Is that a glitch in the matrix? Why so many foreigner comes from english colonies? Why tim horton are …
Why does migrants quit their countrys, are they manage by some financial groups to invade caneda. Is that a glitch in the matrix? Why so many foreigner comes from english colonies? Why tim horton are now operate by foreigners? Why caneda is the biggest scam in the world?
Identity Attack0.26663736
Insult0.16195811
Profanity0.021125201
Threat0.0072882893
Severe Toxicity0.0048446655
Low Tox 0.2786282 Low Con 0.232 Unverified_Claim
Sep 26, 2025 1 likes Why Canadians Are Turning Against …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took away from most.😂
Identity Attack0.23998553
Insult0.0836065
Profanity0.06295506
Threat0.0138755
Severe Toxicity0.011367798
Low Tox 0.27412915 Moderate Con 0.398 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Indian does not invade any country.. grow up kid..
Indian does not invade any country.. grow up kid..
Identity Attack0.20878418
Insult0.08508729
Profanity0.057443913
Threat0.012181788
Severe Toxicity0.0104522705
Low Tox 0.26859093 Low Con 0.173
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Liberal Immigration System = Legalized Population Replacement = Invade and Conquer
Liberal Immigration System = Legalized Population Replacement = Invade and Conquer
Identity Attack0.21866
Insult0.06582214
Profanity0.03464781
Threat0.04201601
Severe Toxicity0.013995127
Low Tox 0.26293078 Low Con 0.13 Unverified_Claim
Feb 19, 2026 3 likes LILLEY UNLEASHED: The fall of …
Please don't say indian I feel ashamed, the so called invaders are from punjab which is the north part of india who speaks Hindi. We are from south most tip of india :kerala we don't …
Please don't say indian I feel ashamed, the so called invaders are from punjab which is the north part of india who speaks Hindi. We are from south most tip of india :kerala we don't invade any country we blend with other country's culture. And we speak "malayalam" as our language. India does consist of 28 completely different states and 22 plus different languages. Everyone is different in their culture and language spoken and the food itself. And I am also sad I came to canada from kerala to get a foreign exposure but sadly I saw more punjabis, gujaratis and many hindi language speaking north indians more than canadians😢. We keralites get the racism not from canadians but from these so called Punjabis and gujaratis the hindi speaking people. Its awful
Identity Attack0.27701542
Insult0.15343215
Profanity0.054437835
Threat0.008945347
Severe Toxicity0.009117126
Low Tox 0.26104406 Constructive 0.794 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
"Thank God we're being invaded by Punjabis because it could be so much worse" Such a Canadian reaction. I work with a ton of Sikhs, most of them are decent, and they're smart enough to …
"Thank God we're being invaded by Punjabis because it could be so much worse" Such a Canadian reaction. I work with a ton of Sikhs, most of them are decent, and they're smart enough to know they don't want to be here, most of them want to go back to Punjab but our government gives them so much opportunity to exploit Canada that they can't resist it.
Identity Attack0.30103904
Insult0.082866095
Profanity0.021945024
Threat0.012026439
Severe Toxicity0.008277893
Low Tox 0.2553839 Constructive 0.625 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of people asking for CBC to be defunded, now I'll pray for it everyday. CBC is a highly anti Canadians television.
Identity Attack0.24462871
Insult0.123407245
Profanity0.016889455
Threat0.009540852
Severe Toxicity0.005607605
Low Tox 0.25462922 Constructive 0.516 Fear_Threat
Jan 16, 2026 2.9 million Canadian temporary visas …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A BETTER AND MORE STABLE LIFE IN THE WEST. MORAL OF THIS TALE THE WEST NEEDS TO STOP INVADING OTHER COUNTRIES!
Identity Attack0.25647953
Insult0.06889887
Profanity0.022013342
Threat0.010265815
Severe Toxicity0.009117126
Low Tox 0.25462922 Moderate Con 0.364 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
More like former invaders interviewing new invaders.😂😂😂. Dude your ancestors history is not that different. Only difference is your ancestors had guns and they come here illegally . Don't blame the player blame the game.
More like former invaders interviewing new invaders.😂😂😂. Dude your ancestors history is not that different. Only difference is your ancestors had guns and they come here illegally . Don't blame the player blame the game.
Identity Attack0.08500996
Insult0.097093195
Profanity0.029888187
Threat0.012906751
Severe Toxicity0.008277893
Low Tox 0.25462922 Low Con 0.287 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As Trump said “It’s not because you invaded a land 500 years ago that you are entitled to own it”! Indian invasion is total legit. No one wants to go to Canada anyway. They are …
As Trump said “It’s not because you invaded a land 500 years ago that you are entitled to own it”! Indian invasion is total legit. No one wants to go to Canada anyway. They are lucky to get anyone willing to living there anyway.
Identity Attack0.28034934
Insult0.06953252
Profanity0.017572641
Threat0.00899713
Severe Toxicity0.008468628
Low Tox 0.2524482 Moderate Con 0.324 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Europe just opened up for Indians to "invade" Europe in new immigran agreement.
Europe just opened up for Indians to "invade" Europe in new immigran agreement.
Identity Attack0.28034934
Insult0.062150877
Profanity0.05393682
Threat0.026997874
Severe Toxicity0.009117126
Low Tox 0.24763705 Low Con 0.143 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Ironically Europeans were seeking India when Columbus found the already inhabited Americans so they labeled indigenous peoples as American Indians. Allegedly after they invaded and reduced the Indigenous, then expanded across the lands then founded …
Ironically Europeans were seeking India when Columbus found the already inhabited Americans so they labeled indigenous peoples as American Indians. Allegedly after they invaded and reduced the Indigenous, then expanded across the lands then founded 🎊Thanksgivings Day🎊 to celebrate ☠️⚔️🍇🔫🔫🔫🔥🔥🔥
Identity Attack0.27682206
Insult0.06494803
Profanity0.069969244
Threat0.01698343
Severe Toxicity0.013349563
Low Tox 0.24763705 Moderate Con 0.472 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India …
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India and many more places. 2. Blaming the politicians for inviting immigrants, well if death to birth ratio is unfavorable then solution is immigration to provide social welfare for a growing senior population.
Identity Attack0.23694818
Insult0.0623257
Profanity0.020442016
Threat0.13734594
Severe Toxicity0.01083374
Low Tox 0.24763705 Constructive 0.536 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Nope will never go only will go to invade 😊
Nope will never go only will go to invade 😊
Identity Attack0.0053237854
Insult0.0025236858
Profanity0.0002904285
Threat0.20115122
Severe Toxicity0.00005610203
Low Tox 0.24105057
Dec 8, 2025
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Identity Attack0.18468912
Insult0.09270445
Profanity0.014634945
Threat0.008556974
Severe Toxicity0.0063323975
Low Tox 0.23812068 Low Con 0.101 Unverified_Claim
Jan 20, 2026 2.9 million Canadian temporary visas …
Very accurate any cities or town in Canada they are invading….and they are unpleasant! Zero assimilation!
Very accurate any cities or town in Canada they are invading….and they are unpleasant! Zero assimilation!
Identity Attack0.19298288
Insult0.097093195
Profanity0.014600786
Threat0.008259222
Severe Toxicity0.005836487
Low Tox 0.23667802 Moderate Con 0.405 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
Identity Attack0.28034934
Insult0.047935467
Profanity0.019212283
Threat0.009230154
Severe Toxicity0.005493164
Low Tox 0.2359567 Low Con 0.228 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
Identity Attack0.025404079
Insult0.1342682
Profanity0.020920247
Threat0.011379151
Severe Toxicity0.005455017
Low Tox 0.23523538 Moderate Con 0.384 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
Meanwhile Tim hortons is invading India. 😂
Meanwhile Tim hortons is invading India. 😂
Identity Attack0.1444726
Insult0.07016616
Profanity0.040910475
Threat0.021300001
Severe Toxicity0.008010864
Low Tox 0.23415339 Low Con 0.108 Humor_Satire
Feb 18, 2026 Inside Canada's Indian Invasion...
You guys do not know what’s to come in 20 years in Canada. The whole Canada will be majority of East Indians. Everyone else will be minorities. It’s too late to reverse this. Canada has …
You guys do not know what’s to come in 20 years in Canada. The whole Canada will be majority of East Indians. Everyone else will be minorities. It’s too late to reverse this. Canada has been invaded!
Identity Attack0.22859548
Insult0.07872037
Profanity0.01846078
Threat0.008686432
Severe Toxicity0.0061416626
Low Tox 0.23271075 Low Con 0.245 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were …
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were no catholic churches in india. But these people are coming peacefully and not looting your country. They are also providing for canada. Please dont be racist. World is changing ,times aredifferent. Please accept the change. All have rights to follow any religion and follow there culture. you can get work done from them for cheap labour, but cant accept their culture. This isnt fair. Just becouse someone change there country they cant change their culture or values within a year or two.
Identity Attack0.22935481
Insult0.100019015
Profanity0.021398475
Threat0.010550622
Severe Toxicity0.0059127808
Low Tox 0.23271075 Constructive 0.632 Moral_Argument
Feb 10, 2026 1 likes 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.