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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

click to expand

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: "In India, there is no …" 2,270 comments · Page 84 of 91
We don’t feel now living in Canada. It looks India as a result of issuance of too many student visas to one specific country.
We don’t feel now living in Canada. It looks India as a result of issuance of too many student visas to one specific country.
Identity Attack0.04925346
Insult0.018967867
Profanity0.011167783
Threat0.006194372
Severe Toxicity0.0015258789
Low Tox 0.06104896 Moderate Con 0.411
Oct 1, 2025 IRCC Names India in Study …
Is it india or Canada ? Does Canada need a mister Trump ?.
Is it india or Canada ? Does Canada need a mister Trump ?.
Identity Attack0.022188433
Insult0.024124376
Profanity0.011782649
Threat0.006653947
Severe Toxicity0.0015544891
Low Tox 0.06104896 Low Con 0.161 Question
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Guy with bike: Hi, im leroy and this is india"
Guy with bike: Hi, im leroy and this is india"
Identity Attack0.033527173
Insult0.021675033
Profanity0.026180768
Threat0.010705971
Severe Toxicity0.0037765503
Low Tox 0.06104896 Moderate Con 0.328 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Identity Attack0.03223813
Insult0.026702631
Profanity0.015249812
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.06065326 Constructive 0.671 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I came to Canada in 2023 for a new life and a dream, but left this India for the USA... if you know what I mean...
I came to Canada in 2023 for a new life and a dream, but left this India for the USA... if you know what I mean...
Identity Attack0.04306607
Insult0.019032324
Profanity0.012038844
Threat0.0068287146
Severe Toxicity0.0018119812
Low Tox 0.06065326 Constructive 0.53
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Oda my god! Now do "inside India's Canadian metropolis"... we will wait😂
Oda my god! Now do "inside India's Canadian metropolis"... we will wait😂
Identity Attack0.031206898
Insult0.018774498
Profanity0.016752819
Threat0.008815889
Severe Toxicity0.0024986267
Low Tox 0.06025757 Moderate Con 0.375 Humor_Satire
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Identity Attack0.041261412
Insult0.017227544
Profanity0.012414595
Threat0.0101363575
Severe Toxicity0.0024795532
Low Tox 0.058737632 Low Con 0.191 Humor_Satire
Feb 14, 2026 Inside Canada's Indian Metropolis (Brampton)
I like people from India. Fun happy people that have spirit.
I like people from India. Fun happy people that have spirit.
Identity Attack0.03636306
Insult0.019096779
Profanity0.027410502
Threat0.009178371
Severe Toxicity0.0031471252
Low Tox 0.058490243 Constructive 0.533 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yep and now they are fighting each other with issues from India.
Yep and now they are fighting each other with issues from India.
Identity Attack0.051808115
Insult0.015720926
Profanity0.015044857
Threat0.009385503
Severe Toxicity0.001821518
Low Tox 0.058490243 Low Con 0.17 Identity_Assertion
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
India...you say! I am very surprised.😂
India...you say! I am very surprised.😂
Identity Attack0.04048799
Insult0.017807651
Profanity0.022013342
Threat0.007870848
Severe Toxicity0.0026893616
Low Tox 0.05799546 Moderate Con 0.455
Sep 29, 2025 IRCC Names India in Study …
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was …
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was declined 2 times and at the bottom of the rejection letter was signed by somone from india
Identity Attack0.053854458
Insult0.019096779
Profanity0.0118338885
Threat0.006530962
Severe Toxicity0.0016498566
Low Tox 0.05799546 Constructive 0.644 Unverified_Claim
Nov 24, 2025 IRCC Names India in Study …
We will never leave this country, Bharat. As long as we exist, our country exists. When it grows, we will also grow." To my motherland india
We will never leave this country, Bharat. As long as we exist, our country exists. When it grows, we will also grow." To my motherland india
Identity Attack0.038683333
Insult0.012224905
Profanity0.019690514
Threat0.010162249
Severe Toxicity0.0032806396
Low Tox 0.057748068 Moderate Con 0.461 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude just say it’s INDIA ….
Dude just say it’s INDIA ….
Identity Attack0.039714564
Insult0.018581128
Profanity0.02208166
Threat0.0077154995
Severe Toxicity0.002670288
Low Tox 0.057748068 Low Con 0.191 Identity_Assertion
Oct 2, 2025 IRCC Names India in Study …
2050: USI (United States of India), Canadia, Austradia, New Indialand, United Kingdia, Eurodia 🤣🤣🤣 RIP
2050: USI (United States of India), Canadia, Austradia, New Indialand, United Kingdia, Eurodia 🤣🤣🤣 RIP
Identity Attack0.027011903
Insult0.019547975
Profanity0.02167175
Threat0.008634649
Severe Toxicity0.0032806396
Low Tox 0.05750068 Low Con 0.155
Oct 30, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Intense Concentration of any one ethnic group in on area typically ends up becoming a problem. The birth rate in Canada is insufficient, immigration will always drive the country’s growth but it needs to be …
Intense Concentration of any one ethnic group in on area typically ends up becoming a problem. The birth rate in Canada is insufficient, immigration will always drive the country’s growth but it needs to be diluted with multiple ethnic groups. Nearly a million Indians in one small area will make the area just like India. Conestoga college has done the same thing to Kitchener.
Identity Attack0.04925346
Insult0.015948927
Profanity0.011133623
Threat0.0069905366
Severe Toxicity0.0015258789
Low Tox 0.05725329 Constructive 0.539 Policy_Critique
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
That is nothing. Compare this to the quarter million migrants arriving in Canada annually, from India
That is nothing. Compare this to the quarter million migrants arriving in Canada annually, from India
Identity Attack0.04796442
Insult0.015872927
Profanity0.012038844
Threat0.006039023
Severe Toxicity0.0014209747
Low Tox 0.05725329 Low Con 0.23
Dec 24, 2025 1 likes Deportations From Canada at Their …
I am an Indo-canadian who migrated from UAE 2 decades ago. Came thro proper channel of PR and became a citizen 4 yrs later. Qualified as a CPA burning the midnight oil, raised 2 kids …
I am an Indo-canadian who migrated from UAE 2 decades ago. Came thro proper channel of PR and became a citizen 4 yrs later. Qualified as a CPA burning the midnight oil, raised 2 kids thro Univ who are employed now. Trudeau, to be in power, joined hands with Jagmeet Singh. I know of a 2 shutter shop in Brampton East, registered as a college, which issued 4000 student visas. I wonder whether the Immigration dept checked on the college before issuing the visas. Now, we have students, whose visas have expired, whose families in India have mortgaged everything (primarily from Punjab, Haryana & Gujarat) who are here working for cash. I think we must revisit the files, track them out, see their educational background and give them opportunites. Indian origin folks must also educate their families back home on reality. With a growth rate of 7% + India is the country to be in, for these youngsters, to grow in life
Identity Attack0.01656105
Insult0.02618698
Profanity0.015249812
Threat0.0070034824
Severe Toxicity0.0017642975
Low Tox 0.056758508 Constructive 0.839 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
One of these guys up there is a prince my uncle is trying to help get back to India, soon as he does he's going to give him a lot of money
One of these guys up there is a prince my uncle is trying to help get back to India, soon as he does he's going to give him a lot of money
Identity Attack0.03223813
Insult0.017163089
Profanity0.025770858
Threat0.010162249
Severe Toxicity0.0028038025
Low Tox 0.05651112 Moderate Con 0.475
Jan 27, 2026 Inside Canada's Indian Invasion...
there's enough people in India to make all western countries majority Indian simultaneously if they migrated. 800M in Europe and 400M in US+CAN (high estimates) vs 1500M in India
there's enough people in India to make all western countries majority Indian simultaneously if they migrated. 800M in Europe and 400M in US+CAN (high estimates) vs 1500M in India
Identity Attack0.053399716
Insult0.01465692
Profanity0.01982715
Threat0.008181547
Severe Toxicity0.002412796
Low Tox 0.056263726 Low Con 0.279 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Using a thumbnail and title that exaggerates hardship or selectively shows problems just to attract Indian audiences doesn’t feel honest. Every country — India, Canada, or anywhere else — has positives and negatives. Respect the …
Using a thumbnail and title that exaggerates hardship or selectively shows problems just to attract Indian audiences doesn’t feel honest. Every country — India, Canada, or anywhere else — has positives and negatives. Respect the viewers enough to show reality, not just negativity for clicks.
Identity Attack0.040745795
Insult0.019934712
Profanity0.011902207
Threat0.0064144502
Severe Toxicity0.0011634827
Low Tox 0.056263726 Constructive 0.548 Meta_Commentary
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
KalergiPlan and Ursula just signed a deal with India 🇮🇳 to bring more in the EU 🤬
KalergiPlan and Ursula just signed a deal with India 🇮🇳 to bring more in the EU 🤬
Identity Attack0.020078164
Insult0.01632893
Profanity0.021466793
Threat0.009566744
Severe Toxicity0.0029182434
Low Tox 0.055521555 Low Con 0.147 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of jeet.
Identity Attack0.043839492
Insult0.016024929
Profanity0.011184863
Threat0.0064144502
Severe Toxicity0.001206398
Low Tox 0.055521555 Moderate Con 0.416 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Welcome to new India 😂😂😂
Welcome to new India 😂😂😂
Identity Attack0.04177703
Insult0.017420914
Profanity0.025087673
Threat0.010110466
Severe Toxicity0.0044059753
Low Tox 0.055521555 Moderate Con 0.305 Humor_Satire
Oct 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada …
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada to their spheres of influence.
Identity Attack0.034042787
Insult0.020256994
Profanity0.009647697
Threat0.006647474
Severe Toxicity0.0013446808
Low Tox 0.055026773 Moderate Con 0.343
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The smashing of Canada has to stop. This open border BS has to come to an end .DEPORTATIONS From 10 years back to now , must , must , take place .Trump is healing his …
The smashing of Canada has to stop. This open border BS has to come to an end .DEPORTATIONS From 10 years back to now , must , must , take place .Trump is healing his land , Canada is destroying its lands with its own hands . India as example is not a poor country ,yet their shipping people over flooding canada to no end . Can Canadaians do the same flooding India , hardly.
Identity Attack0.015817782
Insult0.004627596
Profanity0.0002377164
Threat0.004450154
Severe Toxicity0.0000114144605
Low Tox 0.05491646
Apr 14, 2025

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.