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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

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Active: "The west is their own …" 217 comments · Page 8 of 9
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
Identity Attack0.061130337
Insult0.028722567
Profanity0.018187506
Threat0.008000307
Severe Toxicity0.0022697449
Low Tox 0.104361884 Constructive 0.642 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that …
The funny part is that any of you think somethings going to change. We’re on a not so slow descent into the destruction of the country and nothings going to change that, the powers that be want the west to fall too much
Identity Attack0.019073274
Insult0.02708937
Profanity0.02392626
Threat0.012596053
Severe Toxicity0.0025177002
Low Tox 0.103494145 Low Con 0.131
Oct 6, 2025 IRCC Names India in Study …
The west is falling!😢
The west is falling!😢
Identity Attack0.026408968
Insult0.026058068
Profanity0.01982715
Threat0.009307829
Severe Toxicity0.002784729
Low Tox 0.102626406 Low Con 0.244 Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
People in the west better wake up real fast.
People in the west better wake up real fast.
Identity Attack0.05794714
Insult0.025929155
Profanity0.021535112
Threat0.008893564
Severe Toxicity0.0031280518
Low Tox 0.102192536 Low Con 0.145 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The West has fallen
The West has fallen
Identity Attack0.036878675
Insult0.024511116
Profanity0.028230323
Threat0.01086132
Severe Toxicity0.0032424927
Low Tox 0.102192536 Low Con 0.205 Fear_Threat
Oct 22, 2025 2 likes IRCC Names India in Study …
Your country is not populous enough to sustain this. The West is under attack and the smaller nations are already too far gone.
Your country is not populous enough to sustain this. The West is under attack and the smaller nations are already too far gone.
Identity Attack0.035589635
Insult0.023608726
Profanity0.013678487
Threat0.011172019
Severe Toxicity0.0023078918
Low Tox 0.10175867 Low Con 0.139 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Are there 800k Canadians living in India? The West needs to wake up fast.
Are there 800k Canadians living in India? The West needs to wake up fast.
Identity Attack0.061130337
Insult0.025026767
Profanity0.012551232
Threat0.00789674
Severe Toxicity0.002784729
Low Tox 0.09741997 Low Con 0.192
Sep 22, 2025 307 likes Inside Canada's Indian Metropolis (Brampton)
the global west is beeing replaced
the global west is beeing replaced
Identity Attack0.034300596
Insult0.019419061
Profanity0.023994578
Threat0.012699619
Severe Toxicity0.0039482117
Low Tox 0.09655223 Low Con 0.152 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Students from North West India come and become refusiee, involve in labour job, driver, farmer Change identity
Students from North West India come and become refusiee, involve in labour job, driver, farmer Change identity
Identity Attack0.06476828
Insult0.031036375
Profanity0.015693882
Threat0.007948523
Severe Toxicity0.0037765503
Low Tox 0.09525062 Low Con 0.255 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Give The West a Real reason to stay in this Bad Marriage and I will Listen, But they Can't. Please Note that the first 4 Premiers in Both Alberta and Saskatchewan AT 1905 were Liberals …
Give The West a Real reason to stay in this Bad Marriage and I will Listen, But they Can't. Please Note that the first 4 Premiers in Both Alberta and Saskatchewan AT 1905 were Liberals and that Explains So Much about the Bad Marriage from the beginning...
Identity Attack0.016862517
Insult0.03489272
Profanity0.012892825
Threat0.0064985976
Severe Toxicity0.0015830994
Low Tox 0.09525062 Moderate Con 0.446 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Buddy with the bike is a beauty absolute beauty , gotta move out west my dude. Hahaha
Buddy with the bike is a beauty absolute beauty , gotta move out west my dude. Hahaha
Identity Attack0.01087737
Insult0.024897853
Profanity0.028776871
Threat0.01086132
Severe Toxicity0.003528595
Low Tox 0.09481675 Constructive 0.559 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
Identity Attack0.1007269
Insult0.023479814
Profanity0.012448754
Threat0.0061425893
Severe Toxicity0.0022602081
Low Tox 0.09394901 Low Con 0.277 Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
Punjab the red neck state of India. In India they are truck drivers and in the west they are truck drivers. Great progression.
Punjab the red neck state of India. In India they are truck drivers and in the west they are truck drivers. Great progression.
Identity Attack0.057037655
Insult0.030375287
Profanity0.017436003
Threat0.007586042
Severe Toxicity0.0028800964
Low Tox 0.0926474 Moderate Con 0.378 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
@TylerOliveira You should travel to the west coast equivalent, Surrey, and talk about all the extortion.
@TylerOliveira You should travel to the west coast equivalent, Surrey, and talk about all the extortion.
Identity Attack0.010507392
Insult0.026960457
Profanity0.01402008
Threat0.009204263
Severe Toxicity0.001821518
Low Tox 0.08953904 Moderate Con 0.33 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
In the UK small to medium towns and cities where there's a concentration of indian people eg: London (West) Leicester, Birmingham, Slough.
In the UK small to medium towns and cities where there's a concentration of indian people eg: London (West) Leicester, Birmingham, Slough.
Identity Attack0.07591068
Insult0.017807651
Profanity0.02392626
Threat0.008634649
Severe Toxicity0.002746582
Low Tox 0.06579731 Constructive 0.517 Comparative_Framing
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
How the West was lost.
How the West was lost.
Identity Attack0.01766643
Insult0.017549826
Profanity0.019280603
Threat0.009463178
Severe Toxicity0.0021839142
Low Tox 0.06065326 Low Con 0.287
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
west jett where are you my king
west jett where are you my king
Identity Attack0.006178642
Insult0.02051482
Profanity0.021535112
Threat0.009566744
Severe Toxicity0.002746582
Low Tox 0.05898502 Moderate Con 0.388 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Its happening in all the west unfortunately brother
Its happening in all the west unfortunately brother
Identity Attack0.022590388
Insult0.015948927
Profanity0.020920247
Threat0.0091524795
Severe Toxicity0.0022506714
Low Tox 0.05824285 Moderate Con 0.361 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This is the entire west. It’s intentional
This is the entire west. It’s intentional
Identity Attack0.013646871
Insult0.015416925
Profanity0.023516348
Threat0.009929225
Severe Toxicity0.0026130676
Low Tox 0.055026773 Low Con 0.169 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
And who do they all vote for , you got it Liberals . Another reason for the West to separate .
And who do they all vote for , you got it Liberals . Another reason for the West to separate .
Identity Attack0.020681098
Insult0.021352753
Profanity0.012175481
Threat0.006763986
Severe Toxicity0.0013160706
Low Tox 0.05280026 Low Con 0.223 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Go west and ask people
Go west and ask people
Identity Attack0.0103594
Insult0.016632931
Profanity0.020578653
Threat0.008298059
Severe Toxicity0.0021648407
Low Tox 0.050821137 Low Con 0.3 Call_To_Action
Feb 6, 2026 Inside Canada's Indian Invasion...
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 months there were 21 family members - parents, aunts, uncles, cousins, etc - packed in there and the government cheques were pouring in; surprise, surprise; suddenly they were able to start buying businesses and investment properties. Don’t get me wrong, they were nice and only took advantage of everything the government was offering but they certainly flaunted rules and what I’d call Canadian conventions. Their house and property was turning into a complete shithole and we did the “white flight” shortly afterwards. Make no mistake, whether it’s India or Pakistan, we are slowly, or maybe not so slowly, be colonized by those countries…and those are not nice countries.
Identity Attack0.018972786
Insult0.023221988
Profanity0.01982715
Threat0.0071717775
Severe Toxicity0.0020885468
Low Tox 0.049831573 Constructive 0.676 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Indian women are beautiful. Hinduism is a religion with spiritual depth as is Sikhism. Indian food is some of the best in the world. I see no problem. India and the West should coexist in …
Indian women are beautiful. Hinduism is a religion with spiritual depth as is Sikhism. Indian food is some of the best in the world. I see no problem. India and the West should coexist in peace.
Identity Attack0.043581683
Insult0.014086916
Profanity0.025497584
Threat0.008945347
Severe Toxicity0.0029754639
Low Tox 0.04785245 Constructive 0.678
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I hope he mentions the mass extortion going on in surrey BC, same problems on west side of Canada
I hope he mentions the mass extortion going on in surrey BC, same problems on west side of Canada
Identity Attack0.012842959
Insult0.014086916
Profanity0.010535837
Threat0.010964886
Severe Toxicity0.001411438
Low Tox 0.045378547 Constructive 0.516 Policy_Critique
Jan 27, 2026 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.