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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 343 of 1230
No more immigrants for the next 3 years.
No more immigrants for the next 3 years.
Identity Attack0.44690517
Insult0.09563028
Profanity0.027410502
Threat0.020264024
Severe Toxicity0.017481172
Moderate 0.37751234 Low Con 0.16 Call_To_Action
Jan 19, 2026 Why Canada’s immigration system has …
" They're real racist towards African-Americans."
" They're real racist towards African-Americans."
Identity Attack0.44690517
Insult0.24928534
Profanity0.096805766
Threat0.01086132
Severe Toxicity0.015221698
Moderate 0.37751234 Low Con 0.279 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Imagine you bought real estate there. I would be so pissed
Imagine you bought real estate there. I would be so pissed
Identity Attack0.0074365693
Insult0.21135417
Profanity0.33141375
Threat0.010913103
Severe Toxicity0.013607788
Moderate 0.37751234 Moderate Con 0.31 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Liberals have destroyed our beloved country
The Liberals have destroyed our beloved country
Identity Attack0.31307843
Insult0.23704576
Profanity0.11725569
Threat0.046541955
Severe Toxicity0.013091337
Moderate 0.37751234 Moderate Con 0.308 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The driving part was funny, that is legit India, Vietnam, China, Pakistan and MOST of Central and North Africa..i know i've lived in these areas...its wild Google or serach up how to cross the road …
The driving part was funny, that is legit India, Vietnam, China, Pakistan and MOST of Central and North Africa..i know i've lived in these areas...its wild Google or serach up how to cross the road in VIetnam and its 1000's of videos of the chaos, its not normal, its not a system its just low IQ as the white dude said
Identity Attack0.39773783
Insult0.24928534
Profanity0.18356428
Threat0.02181799
Severe Toxicity0.020902663
Moderate 0.37751234 Constructive 0.57
Jan 27, 2026 Inside Canada's Indian Invasion...
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their …
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their country, why are they coming to ours, these people are ruining our culture and land and the land that our ancestors have raised us in, these people bring no value, all they want is FREE, why is the government letting them in? I can’t take it anymore, I’m watching all these foreigners come into our country and ruin it, i LOVE my country, please stand up people and Stop this, 🙏
Identity Attack0.40713623
Insult0.25800487
Profanity0.15635987
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.584
Jan 27, 2026 Inside Canada's Indian Invasion...
White catholic trump supporters only!
White catholic trump supporters only!
Identity Attack0.44690517
Insult0.1378885
Profanity0.042413518
Threat0.00948907
Severe Toxicity0.015867263
Moderate 0.37751234 Low Con 0.211
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just …
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just living life..im ok with that as long as their not criminals
Identity Attack0.40447855
Insult0.30326313
Profanity0.0715894
Threat0.010757755
Severe Toxicity0.015867263
Moderate 0.37751234 Constructive 0.684 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what I tell people it could be worse they could be muslims just look at Europe.
This is what I tell people it could be worse they could be muslims just look at Europe.
Identity Attack0.45348886
Insult0.11616662
Profanity0.1554785
Threat0.044278983
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.439 Fear_Threat
Feb 13, 2026 Inside Canada's Indian Invasion...
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when …
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when you can. Canadian culture is multicultural, every single white Canadian is an immigrant, don't turn away immigration as a whole, we do NOT want to become the US.
Identity Attack0.46028158
Insult0.24928534
Profanity0.031391226
Threat0.017846745
Severe Toxicity0.016641939
Moderate 0.37751234 Constructive 0.709
Sep 10, 2025 Why Canadians Are Turning Against …
Punjabi hoosiers 😂
Punjabi hoosiers 😂
Identity Attack0.3817989
Insult0.43296707
Profanity0.33453682
Threat0.056240413
Severe Toxicity0.11492836
Moderate 0.37751234 Low Con 0.226 Humor_Satire
Feb 5, 2026 Inside Canada's Indian Invasion...
there is a white genocide taking place in Canada and nobody is allowed to oppose it
there is a white genocide taking place in Canada and nobody is allowed to oppose it
Identity Attack0.44690517
Insult0.10440776
Profanity0.08807703
Threat0.13448004
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.171 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army …
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army in WORLD HISTORY was from "India" ( created in 1947). Parts of the Ahghani mountains and Tajikstan were taken and Gurjrati Muslims were given Panjab and Gujrati Hindus the other. On the north of steeles ave from Kipling to airport Rd there was NOTHING but some farms. After over 100 YEARS IN THE NATION the Sikhs and serving in BOTH WW1 and WW2 bought the first houses and businesses in the 90's. There are about 800,000 Panjabi's in Canada vs about 2 milliom Chinese. In the 90's, when Springdale was built, Gujrati people moved to Canada influx. The character of Kumar from Harold and Kumar go to white castle, rishi Sunak, kash Patel, the people rubbing cow manure on them and other setero type are Gujrati. The Sikh religion are AGINST conversation of ANY KING. If you are Christian, the Sikh religion says to be the best Christian as possible! Ben Sapiro, the Jew, as said and his people believe that Jesus was a jealot and is burning in hell in hot feces, SEMAN, and urine. In the 90's the government of Canada STOPPED allowing Panjabi farmers to come to Canada and made way for the Gujrati HINDUS. Over 100 YEARS the Sikh, Muslim and Hindus have been in Canada and NEVER asked for special treatment. Springdale was build and FIRST SETTLED by Panjabi's, who have been in nation for over 100 years. In 1947 "India" was created, again, and parts of Afghanistan and Tajikstan was taken and created Pakistan. Where is the homeland of Panjabi people? Your grandfathers are ROLLING in their graves because of the disrespect of the Panjabi people! Go look up Sikhs in ww1 and ww2. There were 2 Sikh and Anglo-Saxson wars and Panjab was the HARDEST and LONGEST land to take (which was through betrayal and NOT battle - another story). (Stoping here - because you are retarded)
Identity Attack0.39966375
Insult0.2435641
Profanity0.16357292
Threat0.058503386
Severe Toxicity0.02604016
Moderate 0.37751234 Constructive 0.638
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We have a lot of strong and independent women though. Who along with their feminist State husband have collapsed the birth rate to 1.3 children per woman. Nut job stuff. So now here comes the …
We have a lot of strong and independent women though. Who along with their feminist State husband have collapsed the birth rate to 1.3 children per woman. Nut job stuff. So now here comes the third world dragging their impoverished socialist mentality with them.
Identity Attack0.38223284
Insult0.36709076
Profanity0.08355101
Threat0.009178371
Severe Toxicity0.014382465
Moderate 0.37751234 Moderate Con 0.353 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
please make this more known its crazy here in canada
please make this more known its crazy here in canada
Identity Attack0.27171627
Insult0.38406035
Profanity0.06646215
Threat0.0074306927
Severe Toxicity0.008239746
Moderate 0.37751234 Moderate Con 0.374 Call_To_Action
Feb 7, 2026 Inside Canada's Indian Invasion...
Indian invasion 😂lol ever heard of british invasion
Indian invasion 😂lol ever heard of british invasion
Identity Attack0.3958119
Insult0.13064787
Profanity0.16496858
Threat0.049128212
Severe Toxicity0.023505108
Moderate 0.37751234 Low Con 0.216 Humor_Satire
Feb 4, 2026 Inside Canada's Indian Invasion...
lol they forget they are all immigrants, the true native people has already been genocide, only small amount left, and they make sure them all scatter
lol they forget they are all immigrants, the true native people has already been genocide, only small amount left, and they make sure them all scatter
Identity Attack0.39773783
Insult0.2469859
Profanity0.10116278
Threat0.1115629
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.151 Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Please mention as North Indians we South Indians are not frauds we are well educated and hold good positions.. even my husband came to Canada in student visa i came there on dependent visa… when …
Please mention as North Indians we South Indians are not frauds we are well educated and hold good positions.. even my husband came to Canada in student visa i came there on dependent visa… when the visa expired we returned back to India… stop telling on the whole…. Mention as North Indians, actually these hindi speaking people are frauds even in India. If India seperates as north and south I will support…. These North Indians are bringing down the country’s name….
Identity Attack0.45610145
Insult0.3388922
Profanity0.03489832
Threat0.008764107
Severe Toxicity0.015673593
Moderate 0.37751234 Constructive 0.638
Sep 29, 2025 IRCC Names India in Study …
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Identity Attack0.47178617
Insult0.14331897
Profanity0.03389629
Threat0.013321015
Severe Toxicity0.017222947
Moderate 0.37751234 Low Con 0.188
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This type of immigration is typical of being Indian
This type of immigration is typical of being Indian
Identity Attack0.4482637
Insult0.16802633
Profanity0.075792134
Threat0.008129764
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.256
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
You get what you vote for, Elbows up for more than 10 years I'm a senior in this country and I'm pissed
You get what you vote for, Elbows up for more than 10 years I'm a senior in this country and I'm pissed
Identity Attack0.030175667
Insult0.27763805
Profanity0.30161268
Threat0.008634649
Severe Toxicity0.015092585
Moderate 0.37751234 Moderate Con 0.486 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Identity Attack0.46028158
Insult0.1823172
Profanity0.016889455
Threat0.007365964
Severe Toxicity0.01412424
Moderate 0.37751234 Low Con 0.248
Aug 29, 2025 3 likes Why Canadians Are Turning Against …
All Politicians at all levels love illegal aliens 👽. When Was the last time you heard any politician speak against man’s immigration and Indian comitting all the crimes.
All Politicians at all levels love illegal aliens 👽. When Was the last time you heard any politician speak against man’s immigration and Indian comitting all the crimes.
Identity Attack0.44690517
Insult0.24928534
Profanity0.025634222
Threat0.01052473
Severe Toxicity0.015544481
Moderate 0.37751234 Low Con 0.236
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Muslims in Canada and welfare fraud, for example, a Canadian Muslim declares one of his four wives and the other three as dependents, then with 23 children later they then receive $400,000 per year of …
Muslims in Canada and welfare fraud, for example, a Canadian Muslim declares one of his four wives and the other three as dependents, then with 23 children later they then receive $400,000 per year of tax payer money, and that's only on family! It's happening in Canada..
Identity Attack0.46028158
Insult0.18728738
Profanity0.021876704
Threat0.008427517
Severe Toxicity0.014188796
Moderate 0.37751234 Moderate Con 0.475
May 14, 2018 22 likes How much do refugees and …
WE NEED DEPORTATIONS!!!!
WE NEED DEPORTATIONS!!!!
Identity Attack0.36702603
Insult0.0836065
Profanity0.049678206
Threat0.114629425
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.214 Call_To_Action
Jan 28, 2026 2 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.