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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: "Did you allow me to …" 572 comments · Page 5 of 23
Why? How? I'd say blame it on former Trudeau and his team of misfits that allowed criminals to enter our country. Immigrant that exceeded the limit. Allowing rights for stuff like genders and equality and …
Why? How? I'd say blame it on former Trudeau and his team of misfits that allowed criminals to enter our country. Immigrant that exceeded the limit. Allowing rights for stuff like genders and equality and all other fucked up mental issues. Government talks a big game but barely do anything. And yes blame it on the same Canadian people who voted again with liberals that started all this in the first place. It's frustrating
Identity Attack0.38230872
Insult0.4794537
Profanity0.41255033
Threat0.011379151
Severe Toxicity0.02439716
Moderate 0.47886392 Constructive 0.535
Sep 1, 2025 Why Canadians Are Turning Against …
Most of this issue is caused by north Indians who find it hard to assimilate especially the Sikhs. And the issue was caused by the canadian government who prioritized quantity over quality. As an indian …
Most of this issue is caused by north Indians who find it hard to assimilate especially the Sikhs. And the issue was caused by the canadian government who prioritized quantity over quality. As an indian immigrant there are times I feel disgusted by their behavior. Due to this behavior the nicer Indians who hold up canadian values are getting the same discrimination. Me myself is a catholic indian who had to leave the country because of the religious bullshit caused by north Indians. We were not even allowed to have a peaceful Christmas in India. As I moved to Canada I faced more racism from north Indians as I eat beef and pork and dont speak hindi. It breaks my heart everytime when I get discriminated from people thinking that i am a punjabi. I just want to live a normal life and follow my faith. Its sad that they dont let us live peacefully in india and in Canada.
Identity Attack0.49032792
Insult0.46625584
Profanity0.42990944
Threat0.013217449
Severe Toxicity0.028730227
Moderate 0.47886392 Constructive 0.696 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
Identity Attack0.120924085
Insult0.37619758
Profanity0.36225098
Threat0.34804323
Severe Toxicity0.048457388
Moderate 0.47119883 Low Con 0.225 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
canada should be declared a terrorist state for allowing jeetoids to even exist in our vicinity
canada should be declared a terrorist state for allowing jeetoids to even exist in our vicinity
Identity Attack0.48990932
Insult0.40243408
Profanity0.16264248
Threat0.17964768
Severe Toxicity0.02604016
Moderate 0.47119883 Low Con 0.141 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
that's atleast a 1000 times better than islamic places btw.you don't see the trash.allowed to film inside the temple.even they allow all religions to enter unlike muslims only allowing muslims in mosques.You are pretending to …
that's atleast a 1000 times better than islamic places btw.you don't see the trash.allowed to film inside the temple.even they allow all religions to enter unlike muslims only allowing muslims in mosques.You are pretending to be blind if you don't see difference.
Identity Attack0.5135796
Insult0.42367843
Profanity0.18171974
Threat0.010032792
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.357 Identity Attack
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Only illiterate works on cash... Just don't allow illiterate to enter canada
Only illiterate works on cash... Just don't allow illiterate to enter canada
Identity Attack0.28034934
Insult0.5130944
Profanity0.036651865
Threat0.00756015
Severe Toxicity0.014059683
Moderate 0.47119883 Low Con 0.145 Insult Policy_Critique
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Wtf is this being allowed 😳
Wtf is this being allowed 😳
Identity Attack0.011543332
Insult0.089778624
Profanity0.5188411
Threat0.010188141
Severe Toxicity0.023076924
Moderate 0.45761138 Low Con 0.272
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike is legit. Why are we allowing these cultures who have an IQ under what we deem retarded? Is it because we dont want to sound racist?
Guy on the bike is legit. Why are we allowing these cultures who have an IQ under what we deem retarded? Is it because we dont want to sound racist?
Identity Attack0.46028158
Insult0.47384647
Profanity0.28593817
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.45761138 Low Con 0.296 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and …
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and Islamist terrorists back to their own countries! I believe it’s 52 Muslim countries to choose from! When western Canada separates, I’m not sure how these problem will be solved! Illegals and Islamist terrorists need to be dealt with!!!
Identity Attack0.5203519
Insult0.36798462
Profanity0.02795705
Threat0.023026628
Severe Toxicity0.022322904
Moderate 0.45757914 Constructive 0.579 Identity Attack Fear_Threat
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Who woulda thought by allowing immigration from the land of the scammer might provide you with....some scammers? Derp
Who woulda thought by allowing immigration from the land of the scammer might provide you with....some scammers? Derp
Identity Attack0.21866
Insult0.4986907
Profanity0.08840031
Threat0.00899713
Severe Toxicity0.014253352
Moderate 0.45703048 Low Con 0.196 Humor_Satire
Sep 29, 2025 IRCC Names India in Study …
SO TRUE What Some IMMIGRANTS EVEN say ❤️❤️❤️❤️❤️. They Shouldn't Be Allowed to BREED HERE IN CANADA 🙄🙄🙄🙄
SO TRUE What Some IMMIGRANTS EVEN say ❤️❤️❤️❤️❤️. They Shouldn't Be Allowed to BREED HERE IN CANADA 🙄🙄🙄🙄
Identity Attack0.5135796
Insult0.3388922
Profanity0.05393682
Threat0.05042134
Severe Toxicity0.03321367
Moderate 0.45549932 Moderate Con 0.39 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
INDIA AND PAKISTAN ARE BOTH ABUSING THE SYSTEM AND SCREAMING INTO CANADA. And with the new CORRUPT CRIMINAL GOVERNMENT allowing them to bring in their OLD FAMILY MEMBERS IN TOTAL, we in Canada will be …
INDIA AND PAKISTAN ARE BOTH ABUSING THE SYSTEM AND SCREAMING INTO CANADA. And with the new CORRUPT CRIMINAL GOVERNMENT allowing them to bring in their OLD FAMILY MEMBERS IN TOTAL, we in Canada will be out populated in a few years. BY LITERAL CRIMINALS. So WHY are these officials not being held to the law and SHOWING THAT THEY ARE ALREADY GUILTY OF TREASON!
Identity Attack0.41222036
Insult0.46476576
Profanity0.050680235
Threat0.015602129
Severe Toxicity0.023076924
Moderate 0.45090583 Moderate Con 0.388 Unverified_Claim
Sep 30, 2025 3 likes IRCC Names India in Study …
Same as the US government, a bunch of people who answer zero questions. I'm so tired of these anti-Canadians. "we don't have the data, but we collect a lot of data" "we don't know where …
Same as the US government, a bunch of people who answer zero questions. I'm so tired of these anti-Canadians. "we don't have the data, but we collect a lot of data" "we don't know where they are but we do". These women are a disgrace not only to Canadians, but to women, and they should not be allowed to hold any office of this importance.
Identity Attack0.44690517
Insult0.47787863
Profanity0.047173142
Threat0.013269233
Severe Toxicity0.019482423
Moderate 0.45090583 Moderate Con 0.432
Oct 2, 2025 IRCC Names India in Study …
The Liberals used their Mass immigration policy to destroy Canada. People were allowed in without even checking whether they murderers, criminals , etc. what happened to multiculturalism.? One Indian gets into a job and every …
The Liberals used their Mass immigration policy to destroy Canada. People were allowed in without even checking whether they murderers, criminals , etc. what happened to multiculturalism.? One Indian gets into a job and every other race is shut out. Let’s vote conservative to reverse this nonsense.
Identity Attack0.44690517
Insult0.4555076
Profanity0.058946952
Threat0.024753258
Severe Toxicity0.01754573
Moderate 0.44933176 Constructive 0.503
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Who allowed them to enter in the first place ? ask them first why they allow them to enter country before pointing on others also if someone really want to talk about “ native” then …
Who allowed them to enter in the first place ? ask them first why they allow them to enter country before pointing on others also if someone really want to talk about “ native” then whites are the actual invaders to this country , they are the ones who kill natives and grab their lands
Identity Attack0.5135796
Insult0.3388922
Profanity0.15019037
Threat0.2836219
Severe Toxicity0.023129508
Moderate 0.44393396 Moderate Con 0.395 Identity Attack Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Indiana are like fire ants. very competitive and very corruptible especially to paying tax. they will invade a passive population and take over . alot of countries who allowed India in will suffer from this …
Indiana are like fire ants. very competitive and very corruptible especially to paying tax. they will invade a passive population and take over . alot of countries who allowed India in will suffer from this sooner than later already many have
Identity Attack0.48915586
Insult0.43158367
Profanity0.14754629
Threat0.0824309
Severe Toxicity0.024350211
Moderate 0.44393396 Moderate Con 0.331 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians have been sucked dry and gaslit by the government. Learned helplessness is what doesn’t allow change
Canadians have been sucked dry and gaslit by the government. Learned helplessness is what doesn’t allow change
Identity Attack0.27875587
Insult0.40189892
Profanity0.32120174
Threat0.040638234
Severe Toxicity0.023364257
Moderate 0.44039994 Moderate Con 0.306
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a sad reality! For whom? Those whites who don’t wanna work and consume drugs or corrupt politicians who allowed illegal immigrants for money? Or couple in west who don’t do kids anymore for …
This is a sad reality! For whom? Those whites who don’t wanna work and consume drugs or corrupt politicians who allowed illegal immigrants for money? Or couple in west who don’t do kids anymore for the sake of freedom?
Identity Attack0.48949075
Insult0.37506318
Profanity0.0715894
Threat0.010239923
Severe Toxicity0.018449519
Moderate 0.43965456 Moderate Con 0.308
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The only Krispy Kreme location in Mississauga has them all working there. I love their donuts but it’s ruining it for me now. They are literally taking over every business and franchise. There are other …
The only Krispy Kreme location in Mississauga has them all working there. I love their donuts but it’s ruining it for me now. They are literally taking over every business and franchise. There are other races here long before them that want and need a job too. Why not mix it up and truly be multicultural like Canada claims to be? How is this even allowed? We are nothing but a clown show country on the world stage.
Identity Attack0.24970764
Insult0.48627716
Profanity0.070942834
Threat0.007029374
Severe Toxicity0.00957489
Moderate 0.4394682 Constructive 0.603 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
Identity Attack0.5135796
Insult0.24928534
Profanity0.12551236
Threat0.011767523
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.499 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
8 to 18 hours in the hospital that's funny I mean truly funny I've been waiting for four damn years for a day surgery that could allow me to breathe properly. It would only take …
8 to 18 hours in the hospital that's funny I mean truly funny I've been waiting for four damn years for a day surgery that could allow me to breathe properly. It would only take 40 minutes to an hour to do and then I would be out and I would have a week to heal and then after that I would be able to breathe properly but I can't cuz there's no beds available there's no doctor available there's no nothing available because foreigners have taken all of our Healthcare system what's left of it anyway and destroyed it we are overrun we are outnumbered and we are being destroyed
Identity Attack0.2331515
Insult0.2838064
Profanity0.46460027
Threat0.015256803
Severe Toxicity0.02458496
Moderate 0.4394682 Constructive 0.641
Sep 10, 2025 Why Canadians Are Turning Against …
🚩🚫🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩 🌙 1. **Ras Leela with married women** Bhagavata Purana 10.33.27 Krishna danced with married Gopis in the forest at night. Even though they left their husbands, the scripture says: Whatever Krishna does is pure, …
🚩🚫🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩 🌙 1. **Ras Leela with married women** Bhagavata Purana 10.33.27 Krishna danced with married Gopis in the forest at night. Even though they left their husbands, the scripture says: Whatever Krishna does is pure, even if He plays with others’ wives. 🛑 Normalizes adultery under divine excuse. 🩲 2. **Stealing clothes and watching girls naked** Bhagavata Purana 10.22.1 to 10.22.28 Krishna hides the clothes of young bathing girls, climbs a tree, and watches them come out of the river **naked with hands raised**. He says it’s a test of their devotion. 😳 Highly inappropriate by any ethical standard. 💍 3. **Sex with 16,000 women** Bhagavata Purana 10.59.42 After killing Narakasura, Krishna takes 16,000 captive women as wives. He is said to live with them all by creating multiple forms of himself. ⚠️ Glorifies mass polygamy and male domination. 🧈 4. **Stealing butter and lying about it** Bhagavata Purana 10.8 to 10.11 Krishna frequently steals butter from villagers and breaks their pots. Even when caught, he lies and charms his way out. 😂 Presented as playful, but glorifies theft and dishonesty. 🔪 5. **Killing Ekalavya, a tribal archer** Mahabharata, Adi Parva and Bhagavata Purana 10.52.31 Ekalavya, a low-caste boy, learns archery on his own. Drona cuts off his thumb. Later Krishna kills him, calling him unrighteous. 🚫 Reinforces caste violence against talented lower-caste individuals. 📿 6. **Supports caste system in Gita** Bhagavad Gita 4.13 Krishna says: I created the four varnas (castes) based on qualities and actions. Although interpreted philosophically, this verse was used for centuries to enforce caste discrimination. 📛 Justifies systemic social inequality. 🗣️ 7. **Killing Shishupala for verbal insults** Mahabharata, Sabha Parva During a royal ceremony, Shishupala mocks Krishna. Krishna responds by using his chakra to **behead him publicly**. 🧠 Kills someone for speech — raises moral concerns. #rama Unethical, Weird ❌🚩🚩🚩🚩👺🚩🚩❤🚩🚩🚩🚩🚩🚩🚩 Acts of Rama in Ramayana These are all from mainstream Valmiki Ramayana or well-known regional versions. 1. 💔 Banishing Sita While Pregnant — Based on Gossip Rama sends Sita to the forest alone while she is pregnant, based on a washerman’s comment about her “purity.” 🕉️ Uttara Kanda, Valmiki Ramayana “A ruler must be free from blame. I banish you to uphold my people’s trust.” Comment: Seriously? Gossip over your wife? This is not ideal leadership or love — it’s cruel and cowardly. 2. ⚔️ Killing Shambuka the Shudra for Doing Tapas Rama beheads a Shudra ascetic just because he was doing penance in the forest, which “violated dharma.” 🕉️ Uttara Kanda, Ramayana “By performing penance, the Shudra threatens the cosmic order. He must die.” Comment: Casteist horror. What kind of god kills someone for meditating? 3. 🐒 Making Monkeys Fight His War Instead of asking help from humans, Rama uses an army of monkeys (Vanaras) — like Hanuman, Sugreeva, etc. 🔹 Comment: Literal monkey business. Why use animals for war instead of diplomacy? Slaying Vali Unfairly from Behind a Tree Rama hides and shoots Vali from behind while he's fighting someone else (Sugreeva). 🕉️ Kishkindha Kanda “A king can kill from hiding when dharma is at stake.” 🔹 Comment: That’s just sneaky and cowardly, not heroic. 🔥 Asking Sita to Do Agni Pariksha (Fire Test) After rescuing her from Ravana, Rama demands she walk through fire to prove her purity. 🕉️ Yuddha Kanda, Valmiki Ramayana “I rescued you for honor, not for love. Prove your chastity.” 🔹 Comment: Toxic masculinity. Instead of comforting her, he humiliates her. Never Defending Sita Against Critics He allows society to question Sita again and again, never confronting the toxic moral policing. 🔹 Comment: Doesn’t defend his wife. Silent when he should speak. 7. 🪦 Abandoning His Children in Forest His twin sons, Lava and Kusha, are born and raised without knowing who their father is. 🔹 Comment: A father who abandons family, then fights his own sons without knowing. Blind Obedience to Dharma, No Compassion Rama is shown as a king who follows “Rajdharma” even when it destroys his personal life. 🔹 Comment: Robot-like morality — no real humanity or emotion. ❓🤔 So… Why the “Jai Shri Ram” Hype? Originally a devotional phrase, “Jai Shri Ram” has now become: 🚩 1. Political Slogan (Not JustReligious) Widely used by Hindutva groups (like RSS, Bajrang Dal, etc.) Chanted during hate crimes, riots, and lynchings Used to assert Hindu supremacy, not peace or devotion Brainwashed Symbolism Kids in schools, people on streets forced to chant it Becomes reflex rather than real devotion 🔊 3. Used in Intimidation Many victims of hate attacks in India were forced to chant “Jai Shri Ram” before being beaten or killed. 🔹 Example: Tabrez (Jharkhand), 2019 🔹 Example: Delhi Riots, 2020 Fake Masculinity & Heroism Rama is projected as “Hindu warrior king” — even though real Ramayana presents him as soft, conflicted, and Fake Masculinity & Heroism Rama is projected as “Hindu warrior king” — even though real Ramayana presents him as soft, conflicted, and emotional The aggressive macho image is fake propaganda
Identity Attack0.43256098
Insult0.36798462
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.34927294
Moderate 0.43720075 Constructive 0.558 Advertisement_Spam
Oct 2, 2025 1 likes IRCC Names India in Study …
The only people allowed to complain about immigrants in US and Canada are natives. Racist low iqs who don't like that can go and colonize Antarctica or go back to Europe. It's also full with …
The only people allowed to complain about immigrants in US and Canada are natives. Racist low iqs who don't like that can go and colonize Antarctica or go back to Europe. It's also full with immigrants but there at least your complaints make some sense.
Identity Attack0.46028158
Insult0.4339631
Profanity0.049427703
Threat0.00951496
Severe Toxicity0.020127986
Moderate 0.43230394 Moderate Con 0.353 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural …
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural resources and my favourite, defecating on beaches then having the audacity to lie about it and blame local dogs! They are actually cleaner than this uncouth demographic. 😮
Identity Attack0.43896464
Insult0.43450394
Profanity0.15724123
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.42985553 Moderate Con 0.423 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
"Why does the government allow this?" Because they are traitors. They will be brought to justice inevitably.
"Why does the government allow this?" Because they are traitors. They will be brought to justice inevitably.
Identity Attack0.027413858
Insult0.48627716
Profanity0.058946952
Threat0.016292779
Severe Toxicity0.008659363
Moderate 0.42985553 Low Con 0.171 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.