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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: "In India, there is no …" 2,270 comments · Page 72 of 91
Good...its not Cannada's duty to provide employment to exploded population of India.
Good...its not Cannada's duty to provide employment to exploded population of India.
Identity Attack0.10221587
Insult0.03827355
Profanity0.013131939
Threat0.009877442
Severe Toxicity0.003967285
Low Tox 0.14256015 Moderate Con 0.32 Policy_Critique
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
omg these ads are being spread inside India as well bro that is the known fact
omg these ads are being spread inside India as well bro that is the known fact
Identity Attack0.08252834
Insult0.02567133
Profanity0.06796519
Threat0.010032792
Severe Toxicity0.0059127808
Low Tox 0.14256015 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
The status outside the Toronto airport is so weird, all passengers feel they landed in India 😂😂😂
The status outside the Toronto airport is so weird, all passengers feel they landed in India 😂😂😂
Identity Attack0.10221587
Insult0.03665562
Profanity0.019622196
Threat0.006874025
Severe Toxicity0.0032615662
Low Tox 0.14256015 Moderate Con 0.378 Humor_Satire
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in …
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in itself, but the mindset is inherently what we want from our newcomers, and not just importing everyone from a hyper-specific area of another country in i.e. India. This is why selective immigration that has been done for years before Trudeau did wonders for this country. Very insightful. The race doesn't matter, the diversity we value is actually lost when you only import anything and don't vet anyone at all, it then becomes simply and factually non-diverse.
Identity Attack0.10221587
Insult0.057890166
Profanity0.016411226
Threat0.007068211
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.852 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
Inside india hindu rashtra warrior✅ Outside democratic and secular.❎ Keep this in mind..✅✅
Inside india hindu rashtra warrior✅ Outside democratic and secular.❎ Keep this in mind..✅✅
Identity Attack0.109318495
Insult0.061626412
Profanity0.025497584
Threat0.025098583
Severe Toxicity0.009422302
Low Tox 0.13908891 Low Con 0.236
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They're not Canadian, bud! That would be like if I move to India that would make me an East Indian.
They're not Canadian, bud! That would be like if I move to India that would make me an East Indian.
Identity Attack0.120924085
Insult0.030485468
Profanity0.02208166
Threat0.0069646453
Severe Toxicity0.0032806396
Low Tox 0.13908891 Low Con 0.288
Sep 21, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
No difference compared to Bermingham. Theres a street called Dudley and it 100% looks like India and gives you a vibe that you just teleported to India 😂
No difference compared to Bermingham. Theres a street called Dudley and it 100% looks like India and gives you a vibe that you just teleported to India 😂
Identity Attack0.10221587
Insult0.03511308
Profanity0.042413518
Threat0.007948523
Severe Toxicity0.0046920776
Low Tox 0.13908891 Moderate Con 0.386 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will …
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will have Have a Billion people coming in and taking all the resources from the locals.
Identity Attack0.10221587
Insult0.032028005
Profanity0.015693882
Threat0.009048914
Severe Toxicity0.0032615662
Low Tox 0.13908891 Moderate Con 0.402 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Then stay in India
Then stay in India
Identity Attack0.10221587
Insult0.029163294
Profanity0.021398475
Threat0.008116818
Severe Toxicity0.004386902
Low Tox 0.1373533 Moderate Con 0.39
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
They are not canada responsibility they are modi of india responsibility
They are not canada responsibility they are modi of india responsibility
Identity Attack0.10221587
Insult0.061451588
Profanity0.01941724
Threat0.006874025
Severe Toxicity0.004043579
Low Tox 0.1373533 Low Con 0.098 Moral_Argument
Nov 20, 2025 9 likes Quebec Ends Economic Immigration Program …
Leave India and move to India??
Leave India and move to India??
Identity Attack0.10815793
Insult0.028281843
Profanity0.019143965
Threat0.008841781
Severe Toxicity0.0044441223
Low Tox 0.1373533 Low Con 0.251 Humor_Satire
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
"I don't feel any difference between India and Canada" ..... You are supposed to ...
"I don't feel any difference between India and Canada" ..... You are supposed to ...
Identity Attack0.11976352
Insult0.030265106
Profanity0.0127903465
Threat0.0060325502
Severe Toxicity0.0028038025
Low Tox 0.13561769 Moderate Con 0.355
Sep 19, 2025 1,567 likes Inside Canada's Indian Metropolis (Brampton)
History includes many invasions, including your ancestors’ invasion of India. Perhaps that’s what some people mean when they talk about karma.
History includes many invasions, including your ancestors’ invasion of India. Perhaps that’s what some people mean when they talk about karma.
Identity Attack0.08170113
Insult0.0314771
Profanity0.020920247
Threat0.009074804
Severe Toxicity0.0042152405
Low Tox 0.13388206 Moderate Con 0.392 Moral_Argument
Feb 22, 2026 6 likes Inside Canada's Indian Invasion...
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Identity Attack0.04564415
Insult0.0638991
Profanity0.017162729
Threat0.008414571
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.318 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Identity Attack0.13377325
Insult0.035443626
Profanity0.02030538
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.304 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the name of students, and those are the same who did illegal things in India. All the chaos is because government not filtering enough the people coming to Canada
Identity Attack0.12208464
Insult0.032138187
Profanity0.013131939
Threat0.006912862
Severe Toxicity0.0026512146
Low Tox 0.13388206 Moderate Con 0.353 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
wow . tyler came to Torontos little India !
wow . tyler came to Torontos little India !
Identity Attack0.09410924
Insult0.056133457
Profanity0.017845914
Threat0.0070034824
Severe Toxicity0.0035095215
Low Tox 0.13388206 Moderate Con 0.363 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
A country of over a billion people not that hard to think that there are limited work opportunity in India thats why they move, same as any other poor and overly populated country, it just …
A country of over a billion people not that hard to think that there are limited work opportunity in India thats why they move, same as any other poor and overly populated country, it just so happen that india has the most people also its very hard to hammer their culture out of them "Indian civilization" is one of the world's oldest, with roots extending back over 8,000–9,000 years. can't get rid of them because they have been tested by time
Identity Attack0.10815793
Insult0.03522326
Profanity0.028503597
Threat0.014393489
Severe Toxicity0.00541687
Low Tox 0.13388206 Constructive 0.529 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, whose parents immigrated from India. Thanks for this. There’s to many students, even my parents agree. They’ve tarnished the reputation of the hard working immigrants who came here with nothing and have …
As a Canadian, whose parents immigrated from India. Thanks for this. There’s to many students, even my parents agree. They’ve tarnished the reputation of the hard working immigrants who came here with nothing and have built something for themselves.
Identity Attack0.10221587
Insult0.04383647
Profanity0.01174849
Threat0.006272047
Severe Toxicity0.0023555756
Low Tox 0.13388206 Constructive 0.746 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I wish People could have addressed the fraud within these communities aswell I had a guy from GTA tell me his millionaire uncle claimed bankruptcy and cashed the money with family ơn assets the bank …
I wish People could have addressed the fraud within these communities aswell I had a guy from GTA tell me his millionaire uncle claimed bankruptcy and cashed the money with family ơn assets the bank couldn’t claim 😂 and just moved back to India
Identity Attack0.08004672
Insult0.04969218
Profanity0.031140719
Threat0.007741391
Severe Toxicity0.003376007
Low Tox 0.13388206 Constructive 0.528 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Yet India, would never allow foreigners to create something like this in their country...interesting.
Yet India, would never allow foreigners to create something like this in their country...interesting.
Identity Attack0.12735364
Insult0.029273475
Profanity0.013883443
Threat0.0068287146
Severe Toxicity0.002670288
Low Tox 0.13214645 Low Con 0.145 Comparative_Framing
Dec 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
"It feels like my hometown". Yah, you know where else you can go that feels like your hometown? India.
"It feels like my hometown". Yah, you know where else you can go that feels like your hometown? India.
Identity Attack0.10221587
Insult0.03136692
Profanity0.017572641
Threat0.007624879
Severe Toxicity0.0040245056
Low Tox 0.13214645 Moderate Con 0.31
Sep 19, 2025 262 likes Inside Canada's Indian Metropolis (Brampton)
“I don't feel any difference between India and Canada". Bro, that is the key issue today~~~~
“I don't feel any difference between India and Canada". Bro, that is the key issue today~~~~
Identity Attack0.12208464
Insult0.030265106
Profanity0.012722028
Threat0.0066345283
Severe Toxicity0.0030708313
Low Tox 0.13214645 Moderate Con 0.423 Identity_Assertion
Jan 1, 2026 19 likes Inside Canada's Indian Metropolis (Brampton)
14:46 only in abroad but in India it's quite opposite 😂
14:46 only in abroad but in India it's quite opposite 😂
Identity Attack0.10221587
Insult0.025800243
Profanity0.035399333
Threat0.008362788
Severe Toxicity0.004787445
Low Tox 0.13214645 Moderate Con 0.443 Comparative_Framing
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)

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.