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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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Active: "Please, here are just some …" 468 comments · Page 5 of 19
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian …
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian government needs to take right steps.
Identity Attack0.46028158
Insult0.27146968
Profanity0.044167064
Threat0.009411395
Severe Toxicity0.015415368
Moderate 0.3969567 Moderate Con 0.351 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Get them out.....please get them out....from a member of the Indian diaspora.
Get them out.....please get them out....from a member of the Indian diaspora.
Identity Attack0.45610145
Insult0.16831873
Profanity0.07676199
Threat0.091630474
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.321 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, skilled people; race doesn't matter, even that nurse guy should be deported. Don't allow any indian asylum seekers because India is poor, not as bad as a war-ridden country only allow doctors, engineers, and scientists, and businessmen with a master's degree, and don't allow Punjabi guys, they are less educated and quite erratic. Please check if they have any criminal history, and this applies to all immigrants who are not from Europe or Southeast Asia, etc You guys don't need indian truckers and janitors. pls don't be racist. Remember, 15% of all Canadian doctors are indian
Identity Attack0.46028158
Insult0.30326313
Profanity0.075792134
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.3827457 Constructive 0.616
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
CBC, controlled and funded by the Liberal Muslim revolution. Please believe our lies.
CBC, controlled and funded by the Liberal Muslim revolution. Please believe our lies.
Identity Attack0.40713623
Insult0.32211447
Profanity0.035399333
Threat0.009540852
Severe Toxicity0.013349563
Moderate 0.3827457 Low Con 0.112
Jul 22, 2018 1 likes How much do refugees and …
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan …
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan in india, declare a war against us and take it (if you can, well you can't)🤣🤣
Identity Attack0.44690517
Insult0.1935001
Profanity0.04366605
Threat0.13414288
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.369 Humor_Satire
Feb 18, 2026 2 likes 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...
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...
Please cover Surrey BC next, it’s so bad here my 16 year old brother can’t find an entry level job because there all taken by Indians
Please cover Surrey BC next, it’s so bad here my 16 year old brother can’t find an entry level job because there all taken by Indians
Identity Attack0.46028158
Insult0.1798321
Profanity0.08549073
Threat0.010602405
Severe Toxicity0.017481172
Moderate 0.37751234 Constructive 0.564 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Sad to see how unintelligent majority off humanity really are so superstitious and do not follow the evidence.. How can you worship sticks and stones and other earthly materials that which you carve with your …
Sad to see how unintelligent majority off humanity really are so superstitious and do not follow the evidence.. How can you worship sticks and stones and other earthly materials that which you carve with your own hands.. Why do they worship that which does not benefit them neither can do any harm to their enemies. You leave the one and only real God Allah who created everything in the heavens and earth and worship that which depends on your own hands or tounge(superstitious stories). Please wake up and stop worshipping idols stop following blindly like blind sheep your forefathers and ancestors. They were not educated neither they were guided.. this generation is more educated and have more access to real knowledge will You Still Believe milk is green just because your ancestors used to believe that reminds me of the following verses of the Holy Quran وَإِذَا قِيلَ لَهُمُ اتَّبِعُوا مَا أَنْزَلَ اللَّهُ قَالُوا بَلْ نَتَّبِعُ مَا أَلْفَيْنَا عَلَيْهِ آبَاءَنَا ۗ أَوَلَوْ كَانَ آبَاؤُهُمْ لَا يَعْقِلُونَ شَيْئًا وَلَا يَهْتَدُونَ When it is said to them: \\Follow what Allah has sent down.\\" They say: \\"Nay! We shall follow what we found our fathers following.\\" (Would they do that!) Even though their fathers did not understand anything nor were they guided? (Al-Baqarah 2:170)" وَمَثَلُ الَّذِينَ كَفَرُوا كَمَثَلِ الَّذِي يَنْعِقُ بِمَا لَا يَسْمَعُ إِلَّا دُعَاءً وَنِدَاءً ۚ صُمٌّ بُكْمٌ عُمْيٌ فَهُمْ لَا يَعْقِلُونَ And the example of those who disbelieve, is as that of him who shouts to the (flock of sheep) that hears nothing but calls and cries. (They are) deaf, dumb and blind. So they do not understand. (Al-Baqarah 2:171) And another place in Quran (sura ambia (prophets) /) Ibrahim (Abraham) asked the idol worshippers.... 52. When he said to his father and his people: "What are these images, to which you are devoted?" 53. They said:"We found our fathers worshipping them." 54. He said: "Indeed you and your fathers have been in manifest error." 55. They said: "Have you brought us the truth, or are you one of those who play about?" 56. He said: "Nay, your Lord is the Lord of the heavens and the earth, Who created them and of that I am one of the witnesses. 57. "And by Allah, I shall plot a plan (to destroy) your idols after you have gone away and turned your backs." 58. So he broke them to pieces, (all) except the biggest of them, that they might turn to it. 59. They said: "Who has done this to our aliha (gods)? He must indeed be one of the wrong-doers." 60. They said: "We heard a young man talking (against) them who is called Ibrahim (Abraham)." 61. They said: "Then bring him before the eyes of the people, that they may testify." 62. They said: "Are you the one who has done this to our gods, O Ibrahim (Abraham)?" 63. [Ibrahim (Abraham)] said: "Nay, this one, the biggest of them (idols) did it. Ask them, if they can speak!" 64. So they turned to themselves and said: "Verily, you are the Zalimun (polytheists and wrong-doers)." 65. Then they turned to themselves (their first thought and said): "Indeed you [Ibrahim (Abraham)] know well that these (idols) speak not!" 66. [Ibrahim (Abraham)] said: "Do you then worship besides Allah, things that can neither profit you, nor harm you? 67. "Fie upon you, and upon that which you worship besides Allah! Have you then no sense?" I pray to the true one and only God Allah guides us all. Ameen Love and Peace... Just to let the unintelligent Haters know , I do not come back to my comments I just write and move on and wish the BEST🌹
Identity Attack0.30103904
Insult0.39743927
Profanity0.07191269
Threat0.009981008
Severe Toxicity0.016319158
Moderate 0.37751234 Constructive 0.531
Jan 21, 2026 Inside Canada's Indian Metropolis (Brampton)
NO MORE IMMIGRANTS. PLEASE STOP THIS
NO MORE IMMIGRANTS. PLEASE STOP THIS
Identity Attack0.44690517
Insult0.089778624
Profanity0.028776871
Threat0.024062606
Severe Toxicity0.019224197
Moderate 0.37751234 Low Con 0.22 Call_To_Action
Jan 6, 2026 Migrants cross into Canada near …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way around.
Identity Attack0.46028158
Insult0.18977246
Profanity0.02249157
Threat0.009307829
Severe Toxicity0.015802706
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Can u leave Canada please take your bs back to USA 🙏🙏🙏
Can u leave Canada please take your bs back to USA 🙏🙏🙏
Identity Attack0.19100772
Insult0.36537176
Profanity0.19893537
Threat0.009877442
Severe Toxicity0.017093835
Moderate 0.37576625 Low Con 0.269 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport all of them criminals please.
Deport all of them criminals please.
Identity Attack0.24150419
Insult0.26957804
Profanity0.075468846
Threat0.17016006
Severe Toxicity0.015609037
Moderate 0.37458646 Low Con 0.193 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Send them back to India.. as our supreme leader claims that "We are Vishwaguru 😂" .. but please don't kill anyone 😢that is sad ...
Send them back to India.. as our supreme leader claims that "We are Vishwaguru 😂" .. but please don't kill anyone 😢that is sad ...
Identity Attack0.31307843
Insult0.17486192
Profanity0.094219476
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.37458646 Moderate Con 0.425 Humor_Satire
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
PLEASE REMOVE THEM ALL. We don't care about their tears. We care about REAL Canadians struggling. The Liberals ruined Canada by letting in people who contributed nothing
PLEASE REMOVE THEM ALL. We don't care about their tears. We care about REAL Canadians struggling. The Liberals ruined Canada by letting in people who contributed nothing
Identity Attack0.0037577176
Insult0.013189403
Profanity0.00021993765
Threat0.26951456
Severe Toxicity0.00005399157
Moderate 0.37428164 Call_To_Action
Mar 8, 2026 2.9 million Canadian temporary visas …
They are doing dihadi work, should be easy to find and please deport to afghanistan not India.
They are doing dihadi work, should be easy to find and please deport to afghanistan not India.
Identity Attack0.4139151
Insult0.24928534
Profanity0.11539881
Threat0.13245705
Severe Toxicity0.023076924
Moderate 0.3722269 Low Con 0.261 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
If you are uneducated and want to relocate to Canada 🇨🇦 please don’t come here. The people of Canada are fatigued with low education immigrants. We need the job’s uneducated immigrant fill to employ our …
If you are uneducated and want to relocate to Canada 🇨🇦 please don’t come here. The people of Canada are fatigued with low education immigrants. We need the job’s uneducated immigrant fill to employ our citizen students do they can get a foot in door.
Identity Attack0.36273825
Insult0.3493834
Profanity0.018597418
Threat0.008375733
Severe Toxicity0.012130737
Moderate 0.3722269 Constructive 0.533 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Please Deport immediately. 🙏🙏No Room here and NO $$$$$$$$. 🙏💪
Please Deport immediately. 🙏🙏No Room here and NO $$$$$$$$. 🙏💪
Identity Attack0.32476485
Insult0.16846494
Profanity0.046171114
Threat0.12689553
Severe Toxicity0.023076924
Moderate 0.37073207 Low Con 0.241
Jan 5, 2026 1 likes Migrants cross into Canada near …
PLEASE INVESTIGATE ON WHY AMAZON HIRES ALOT OF INDIANS IN THEIR WAREHOUSES, THERES MILLIONS OF THEM!!! especially in CALIFORNIA! do the RESEARCH! they prefer INDIAN OVER ANYONE ELSE!
PLEASE INVESTIGATE ON WHY AMAZON HIRES ALOT OF INDIANS IN THEIR WAREHOUSES, THERES MILLIONS OF THEM!!! especially in CALIFORNIA! do the RESEARCH! they prefer INDIAN OVER ANYONE ELSE!
Identity Attack0.39461556
Insult0.13607834
Profanity0.055940874
Threat0.00933372
Severe Toxicity0.015867263
Moderate 0.36456755 Moderate Con 0.414 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Please send the Indian back! Indian is everywhere, even in Singapore right now! There is a saying, if you were to die now, you have 60% of being reborn as a Indian. There are here …
Please send the Indian back! Indian is everywhere, even in Singapore right now! There is a saying, if you were to die now, you have 60% of being reborn as a Indian. There are here to conquer, not to assimilate.
Identity Attack0.41975367
Insult0.13607834
Profanity0.0741757
Threat0.08856395
Severe Toxicity0.02258113
Moderate 0.3625127 Moderate Con 0.347 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Please research the FAKE trucking schools and inept semi drivers who are killing and maiming people on a regular basis. Humboldt Broncos accident in Saskatchewan, case in point. A company of two people, the boss …
Please research the FAKE trucking schools and inept semi drivers who are killing and maiming people on a regular basis. Humboldt Broncos accident in Saskatchewan, case in point. A company of two people, the boss who “trained” him, and the driver, who blew past a gigantic stop sign that was visible half a mile away because he was worried that “the tarp was flapping” on his load.
Identity Attack0.018470341
Insult0.40189892
Profanity0.026180768
Threat0.056563694
Severe Toxicity0.008964539
Moderate 0.36095104 Moderate Con 0.365 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
immigrants??? there are Indian please be more precise, Latins are not like that
immigrants??? there are Indian please be more precise, Latins are not like that
Identity Attack0.44690517
Insult0.14150882
Profanity0.079025
Threat0.008634649
Severe Toxicity0.014188796
Moderate 0.36095104 Low Con 0.281 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Identity Attack0.17070955
Insult0.36939126
Profanity0.045419596
Threat0.008039144
Severe Toxicity0.00869751
Moderate 0.36095104 Constructive 0.602 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 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.