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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: "It’s an invasion of all …" 400 comments · Page 9 of 16
*What about White Invasion of America and Canada?* *Erasing natives of the land and calling themselves as Natives of America and Canada.*
*What about White Invasion of America and Canada?* *Erasing natives of the land and calling themselves as Natives of America and Canada.*
Identity Attack0.3817989
Insult0.083359696
Profanity0.06596114
Threat0.050744623
Severe Toxicity0.021806452
Moderate 0.32236105 Low Con 0.225 Moral_Argument
Feb 10, 2026 4 likes Inside Canada's Indian Invasion...
nah bro really came to the city lmaoo the invasion is pretty bad icl
nah bro really came to the city lmaoo the invasion is pretty bad icl
Identity Attack0.105256535
Insult0.08484049
Profanity0.18909787
Threat0.014048163
Severe Toxicity0.018707745
Moderate 0.32128486 Moderate Con 0.306 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
So how can we fix the immigration invasion, possibly by literally fighting back physically on are streets ?? You fight immigration and the corrupt governments , SOS CANADA I SEE A WAR ON THIS COMING …
So how can we fix the immigration invasion, possibly by literally fighting back physically on are streets ?? You fight immigration and the corrupt governments , SOS CANADA I SEE A WAR ON THIS COMING SOONER THEN GOVERNMENT THINKS
Identity Attack0.16159154
Insult0.24928534
Profanity0.02385794
Threat0.05203775
Severe Toxicity0.0104522705
Moderate 0.32128486 Moderate Con 0.364
Aug 29, 2025 Why Canadians Are Turning Against …
As a Canadian, im outraged and appalled by this invasion, we Canadians hardly recognize our own country anymore THIS MUST STOP !! MASS DEPORTATIONS NOW!!
As a Canadian, im outraged and appalled by this invasion, we Canadians hardly recognize our own country anymore THIS MUST STOP !! MASS DEPORTATIONS NOW!!
Identity Attack0.31307843
Insult0.107333586
Profanity0.017367685
Threat0.024753258
Severe Toxicity0.015221698
Moderate 0.32128486 Moderate Con 0.411 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Now that a large portion of us real Canadians are starting to feel the negative effects of this 3rd invasion we are enduring the agencies responsible for protecting our borders are NOW going to start …
Now that a large portion of us real Canadians are starting to feel the negative effects of this 3rd invasion we are enduring the agencies responsible for protecting our borders are NOW going to start doing their jobs eh? But let me guess. It will be half measures and a half assed commitment with no real enforcement. I have zero faith in this country.
Identity Attack0.08749158
Insult0.24171697
Profanity0.24147889
Threat0.008841781
Severe Toxicity0.01083374
Moderate 0.32128486 Moderate Con 0.402 Identity_Assertion
Feb 19, 2026 Canadian immigration officers investigating hundreds …
if you wanna see an idian invasion, come to virginia preferably loudon county.
if you wanna see an idian invasion, come to virginia preferably loudon county.
Identity Attack0.37730414
Insult0.08508729
Profanity0.080318145
Threat0.05397744
Severe Toxicity0.018320406
Moderate 0.32074678 Low Con 0.209 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
"Inside Canada's hindu invasion."
"Inside Canada's hindu invasion."
Identity Attack0.38699543
Insult0.12521741
Profanity0.033144772
Threat0.011275585
Severe Toxicity0.013155893
Moderate 0.32020867 Low Con 0.227 Meta_Commentary
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Come to Baltic States and witness the new Indian invasion here - all arrive with student visas and never leave.
Come to Baltic States and witness the new Indian invasion here - all arrive with student visas and never leave.
Identity Attack0.3817989
Insult0.1087965
Profanity0.051431753
Threat0.01698343
Severe Toxicity0.015415368
Moderate 0.32020867 Low Con 0.146 Fear_Threat
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Invasion without war. Canada’s government is guilty of treason.
Invasion without war. Canada’s government is guilty of treason.
Identity Attack0.17536941
Insult0.2679134
Profanity0.021125201
Threat0.012699619
Severe Toxicity0.0076675415
Moderate 0.31963667 Low Con 0.119 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This is not cultural mix this is an invasion
This is not cultural mix this is an invasion
Identity Attack0.28034934
Insult0.07872037
Profanity0.0887236
Threat0.011120236
Severe Toxicity0.018449519
Moderate 0.31825066 Low Con 0.188 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian used to blame Chinese for invasion and voila it's Inada now😂
Canadian used to blame Chinese for invasion and voila it's Inada now😂
Identity Attack0.3817989
Insult0.09270445
Profanity0.023721304
Threat0.00948907
Severe Toxicity0.009346008
Moderate 0.31825066 Low Con 0.174 Humor_Satire
Jan 28, 2026 10 likes Inside Canada's Indian Invasion...
Next: Inside Australia's Indian invasion
Next: Inside Australia's Indian invasion
Identity Attack0.37432748
Insult0.083112895
Profanity0.085167445
Threat0.063352615
Severe Toxicity0.020902663
Moderate 0.31686464 Low Con 0.261 Meta_Commentary
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
I'm not an English major but I always spelled immigration this way.... Now immigration is spelled invasion and yes you all can start having babies but you also have a bunch of inbred genetics your …
I'm not an English major but I always spelled immigration this way.... Now immigration is spelled invasion and yes you all can start having babies but you also have a bunch of inbred genetics your family tree is more of a circle over there
Identity Attack0.293411
Insult0.15840563
Profanity0.098067984
Threat0.012130005
Severe Toxicity0.019611536
Moderate 0.31686464 Moderate Con 0.419
Sep 7, 2025 Why Canadians Are Turning Against …
Khalistan invasion
Khalistan invasion
Identity Attack0.3758158
Insult0.24835461
Profanity0.13432594
Threat0.11769595
Severe Toxicity0.072789766
Moderate 0.31547862 Low Con 0.237 Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Same problem in Australia, we dont want this invasion.
Same problem in Australia, we dont want this invasion.
Identity Attack0.34324843
Insult0.083112895
Profanity0.030138692
Threat0.016292779
Severe Toxicity0.015286255
Moderate 0.31547862 Moderate Con 0.407 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Aryan invasion of Canada
Aryan invasion of Canada
Identity Attack0.36942887
Insult0.082866095
Profanity0.06395709
Threat0.025443908
Severe Toxicity0.018384963
Moderate 0.3127066 Low Con 0.246 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
INVASION IN THE TITTLE IS A LIL EXTREME 😂 ASK THE NATIVES WHO DID THE INVASION!!!!! 🤡
INVASION IN THE TITTLE IS A LIL EXTREME 😂 ASK THE NATIVES WHO DID THE INVASION!!!!! 🤡
Identity Attack0.18705739
Insult0.070799805
Profanity0.080318145
Threat0.02803385
Severe Toxicity0.019740647
Moderate 0.30993456 Low Con 0.176 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
can you do inside Minnesota invasion of the Spanish and Somali next?
can you do inside Minnesota invasion of the Spanish and Somali next?
Identity Attack0.37432748
Insult0.07840354
Profanity0.04491858
Threat0.050098058
Severe Toxicity0.017029278
Moderate 0.30993456 Low Con 0.209 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Immigration without assimilation is INVASION
Immigration without assimilation is INVASION
Identity Attack0.2949366
Insult0.07396803
Profanity0.051181246
Threat0.011715741
Severe Toxicity0.017610285
Moderate 0.30854854 Low Con 0.252 Identity_Assertion
Feb 28, 2026 30 likes Inside Canada's Indian Invasion...
U.N. REPLACEMENT / INVASION ❗❗❗
U.N. REPLACEMENT / INVASION ❗❗❗
Identity Attack0.23467018
Insult0.24928534
Profanity0.028503597
Threat0.03718498
Severe Toxicity0.13599765
Moderate 0.30854854 Low Con 0.125
Nov 21, 2025 Thousands of refugees allowed into …
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Identity Attack0.30103904
Insult0.06687108
Profanity0.078378424
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.30539915 Low Con 0.274 Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
now make a vid on british invasion
now make a vid on british invasion
Identity Attack0.2816105
Insult0.06582214
Profanity0.10301965
Threat0.10236332
Severe Toxicity0.020515325
Moderate 0.30527395 Low Con 0.273 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Tyler needs to cover the Chinese invasion in Richmond, BC next. The driving in Richmond is worse than Brampton.
Tyler needs to cover the Chinese invasion in Richmond, BC next. The driving in Richmond is worse than Brampton.
Identity Attack0.28622448
Insult0.18355975
Profanity0.022559889
Threat0.010162249
Severe Toxicity0.00793457
Moderate 0.30527395 Low Con 0.21
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Punjabi invasion**
Punjabi invasion**
Identity Attack0.37152436
Insult0.24928534
Profanity0.19278693
Threat0.071698055
Severe Toxicity0.08332442
Moderate 0.30527395 Moderate Con 0.35 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us with this out of control insane mass immigration / invasion.
Identity Attack0.23542951
Insult0.24928534
Profanity0.020578653
Threat0.008789998
Severe Toxicity0.0077056885
Moderate 0.30502358 Constructive 0.541
Jan 15, 2026 1 likes 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.