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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 75 of 91
To all foreigners reading this, india is not a monolith, india is very diverse, not all states are like punjab and haryana who, sorry to say but quite frankly deteriorate the image of india overseas. …
To all foreigners reading this, india is not a monolith, india is very diverse, not all states are like punjab and haryana who, sorry to say but quite frankly deteriorate the image of india overseas. Remember up bihar jharkhand punjab and haryana are the red flags especially punjab and haryana. The rest of india is decent.
Identity Attack0.10221587
Insult0.047935467
Profanity0.022013342
Threat0.008414571
Severe Toxicity0.004119873
Low Tox 0.1140901 Constructive 0.571 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
One day Canada will become a very very big colony for india in few years to come 😀
One day Canada will become a very very big colony for india in few years to come 😀
Identity Attack0.10221587
Insult0.029383656
Profanity0.016957775
Threat0.010602405
Severe Toxicity0.004711151
Low Tox 0.1140901 Low Con 0.154
Aug 25, 2025 Why Canadians Are Turning Against …
The appropriate word is "colonizing". India is colonizing Canada.
The appropriate word is "colonizing". India is colonizing Canada.
Identity Attack0.09741807
Insult0.032248367
Profanity0.016479544
Threat0.008764107
Severe Toxicity0.003566742
Low Tox 0.11398677 Low Con 0.126 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I would like to highlight that these Indians in Canada 90 percent of them are sikh and from Punjab,India...
I would like to highlight that these Indians in Canada 90 percent of them are sikh and from Punjab,India...
Identity Attack0.14019285
Insult0.031036375
Profanity0.020851927
Threat0.006977591
Severe Toxicity0.0038909912
Low Tox 0.11388343 Constructive 0.532 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I cant wait until all of Canada is India 🙏🏾
I cant wait until all of Canada is India 🙏🏾
Identity Attack0.10221587
Insult0.028832749
Profanity0.018187506
Threat0.010964886
Severe Toxicity0.005683899
Low Tox 0.11378009 Moderate Con 0.404 Identity_Assertion
Oct 17, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Indian government should encourage their town talented people to stay in India and help grow their nation.. I’m British born Indian, and India will one day become the third biggest world economy.. all the future …
Indian government should encourage their town talented people to stay in India and help grow their nation.. I’m British born Indian, and India will one day become the third biggest world economy.. all the future opportunity is with india Politicians shouldn’t allow uncontrolled immigration and crack down on Bogus colleges
Identity Attack0.10221587
Insult0.030816011
Profanity0.014976538
Threat0.0115345
Severe Toxicity0.003414154
Low Tox 0.11378009 Constructive 0.654
Oct 30, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Canada is a part of India 0:18
Canada is a part of India 0:18
Identity Attack0.10221587
Insult0.030485468
Profanity0.033645786
Threat0.0077672824
Severe Toxicity0.005455017
Low Tox 0.11378009 Low Con 0.224 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Remember that big CRA scam ? Where the RCMP actually went to India and did a huge bust?
Remember that big CRA scam ? Where the RCMP actually went to India and did a huge bust?
Identity Attack0.025404079
Insult0.06582214
Profanity0.020851927
Threat0.0072235605
Severe Toxicity0.0022220612
Low Tox 0.11357342 Low Con 0.244
Sep 29, 2025 IRCC Names India in Study …
India will take canada and usa becouse population
India will take canada and usa becouse population
Identity Attack0.10221587
Insult0.0233509
Profanity0.023789622
Threat0.01508414
Severe Toxicity0.004463196
Low Tox 0.11357342 Low Con 0.115 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
It is not like home. Here there is the greatest source of fresh water on the planet. The entire Great Lakes region is the primary target for 3rd world immigration. China is strangling the water …
It is not like home. Here there is the greatest source of fresh water on the planet. The entire Great Lakes region is the primary target for 3rd world immigration. China is strangling the water from India. Coincidence?
Identity Attack0.09576365
Insult0.027476108
Profanity0.013268576
Threat0.010110466
Severe Toxicity0.0031089783
Low Tox 0.11357342 Moderate Con 0.43 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
A couple of years ago as I was in the Olympic Stadium in Montréal for an event I went to the washrooms and they were quite a few Indians males in there just walking around. …
A couple of years ago as I was in the Olympic Stadium in Montréal for an event I went to the washrooms and they were quite a few Indians males in there just walking around. Maybe you should check all the Arenas stadiums indoor housing around Canada find more students from India that are just wondering around collecting welfare checks in their accounts. How about freezing foreign students back accounts
Identity Attack0.11512129
Insult0.029053112
Profanity0.014054239
Threat0.006912862
Severe Toxicity0.002632141
Low Tox 0.11347008 Constructive 0.573 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
What Christianity did in goa and North east India Abrahmic cult
What Christianity did in goa and North east India Abrahmic cult
Identity Attack0.105836816
Insult0.032909457
Profanity0.030138692
Threat0.010395273
Severe Toxicity0.0073242188
Low Tox 0.11336674 Low Con 0.245
Jan 27, 2026 Inside Canada's Indian Invasion...
India will take canada and usa becouse population
India will take canada and usa becouse population
Identity Attack0.10221587
Insult0.023221988
Profanity0.023721304
Threat0.014738814
Severe Toxicity0.004425049
Low Tox 0.113263406 Low Con 0.115 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Kapan aja Kanada jadi dravida nise dan orang eropa tidak jadi penghuni di Kanada bayangkan dravida penduduk nya 1,4-1,5 miliar... India lagi gencar-gencarnya memindahkan penduduk nya setelah itu membikin negara
Kapan aja Kanada jadi dravida nise dan orang eropa tidak jadi penghuni di Kanada bayangkan dravida penduduk nya 1,4-1,5 miliar... India lagi gencar-gencarnya memindahkan penduduk nya setelah itu membikin negara
Identity Attack0.10221587
Insult0.03588435
Profanity0.016889455
Threat0.007301235
Severe Toxicity0.0035095215
Low Tox 0.113263406 Low Con 0.254 Fear_Threat
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
They are not india they are punjabi
They are not india they are punjabi
Identity Attack0.105836816
Insult0.0350029
Profanity0.048175167
Threat0.008090926
Severe Toxicity0.005531311
Low Tox 0.113263406 Low Con 0.177 Identity_Assertion
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
We need to stop the fake documents coming to canada in india you can buy any documents you want the numbers are way out of wack its happening in most countries
We need to stop the fake documents coming to canada in india you can buy any documents you want the numbers are way out of wack its happening in most countries
Identity Attack0.04822223
Insult0.047935467
Profanity0.021056883
Threat0.0069646453
Severe Toxicity0.002117157
Low Tox 0.113263406 Moderate Con 0.314 Policy_Critique
Feb 22, 2026 Inside Canada's Indian Invasion...
"Upper class of India"... there's a cast system.
"Upper class of India"... there's a cast system.
Identity Attack0.10221587
Insult0.03158728
Profanity0.02167175
Threat0.008738215
Severe Toxicity0.004005432
Low Tox 0.11316007 Low Con 0.204 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
Identity Attack0.10815793
Insult0.025155678
Profanity0.023106437
Threat0.008336896
Severe Toxicity0.003643036
Low Tox 0.11316007 Low Con 0.3 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This person is naming and shaming India and hoping that her conservative voters will be happy. India is quite a huge country; the numbers are going to be high. it is not prudent for politicians …
This person is naming and shaming India and hoping that her conservative voters will be happy. India is quite a huge country; the numbers are going to be high. it is not prudent for politicians to do this PR stunt that will have long term consequences.
Identity Attack0.030949092
Insult0.04910661
Profanity0.019553876
Threat0.009799767
Severe Toxicity0.002412796
Low Tox 0.11316007 Moderate Con 0.422 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
It’s too late you could just erase Canada from the map and write India 2.0 and it would be more accurate
It’s too late you could just erase Canada from the map and write India 2.0 and it would be more accurate
Identity Attack0.09080041
Insult0.028392024
Profanity0.014839902
Threat0.02855184
Severe Toxicity0.0060272217
Low Tox 0.112953395 Low Con 0.131 Fear_Threat
Mar 1, 2026 2 likes Inside Canada's Indian Invasion...
Watching this from Toronto Aka little India
Watching this from Toronto Aka little India
Identity Attack0.09080041
Insult0.035774168
Profanity0.020442016
Threat0.00866054
Severe Toxicity0.004043579
Low Tox 0.112850055 Moderate Con 0.39 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
do u know punjab has most accidents in india too? and ppl wonder why many accidents in brampton
do u know punjab has most accidents in india too? and ppl wonder why many accidents in brampton
Identity Attack0.08749158
Insult0.024768941
Profanity0.026180768
Threat0.012854968
Severe Toxicity0.0036811829
Low Tox 0.112746716 Low Con 0.244 Unverified_Claim
Feb 6, 2026 Inside Canada's Indian Invasion...
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed by India in 1951 and made a state by India in 1987 to become the so-called Arunachal Pradesh. South Tibet includes Tawang, birthplace of the Sixth Dalai Lama and home to a four-hundred-year-old Tibetan Monastery. The Tibetans in occupied South Tibet are fast becoming strangers in their own native homeland because the Indian government is settling Indians in the region to change the demographic structure of the area and trashing the place just like the Indians did in India or in Canada. The Indians like to mock them, calling them Chinese as a form of insult (sometimes using slurs such as the C* word or the M* word). Rape by Indians in occupied South Tibet is a major source of anger among the locals toward the thuggish Indian occupiers. Another thing is that India doesn't trust the locals and likes to accuse them of being Chinese spies if they don't display enough loyalty to the Indian occupier. This area is tightly controlled by India, with limited access to the outside world. In 2014, a Tibetan Chinese called Nido Tania went to Delhi and was beaten to death because he looked 'Chinese'. His case was hardly an isolated one. Northeasterners in India have for years endured racial hatred by the Indian people. They have held demonstrations in New Delhi, but not much has changed. On December 9, 2025, a Chinese-looking youth from the north-east Indian state was murdered by racist Indian thugs. The thugs mocked him with racist taunts like "CHINKI, MOMO, CHINESE," etc., and then the youth was mercilessly beaten to death. This is not the first nor will it be the last case of racism against the north eastern people living under New Delhi's oppression. No killer or rapist of the northeastern people has ever been brought to justice. The Indian political leadership does nothing more than produce hollow words of sympathy: "I AM VARY VARY SAARY!" There was not even a single word of support or remorse from the high priest of the Bar-Rat hindu empire: Modi. The greatest irony and shameless hypocrisy of India and Indians is that the murdered youth's father is serving in the Indian Border Security Force and deployed along the border with China. He is fighting against China for a country that is ready to kill him and his family for looking Chinese. Some years back, yet another rape case by Indian soldiers occurred in Bomdila, South Tibet. The local police detained the two suspects, and the Indian military, fearing that the two suspects would be lynched, stormed the police station, vandalized it, and rescued the two suspects. This leads to massive protests by the local people. Eventually, the unrest caught the attention of New Delhi, and India flew in the defense minister to Bomdila to make a show of force to suppress the protests. Today, South Tibet is restless, and India knows it. This is the reason a law called the AFSPA (Armed Forces Special Power Act) is imposed on South Tibet. AFSPA gives the state the power to detain or kill anyone with impunity. No due process is needed. AFSPA is imposed on areas India deems restless, such as South Tibet and Kashmir. It is a law meant to suppress dissent and instill fear among the populace. The Tibetans in occupied South Tibet are voiceless people because they are not the right kind of Tibetans, so their plight is ignored by the Western world. I have yet to hear from the Western media any concern for the human rights abuses of the Tibetans in occupied South Tibet by India. P.S. I am using the word Tibetan as an umbrella term to include the various Sino-Tibetan Burmese people (Monpa, Abotani (called Lhotba on the Chinese side),..etc. The Sixth Dalai Lama was a Monpa) in South Tibet. The Sixth Dalai Lama is known for his many love poems and romantic escapades outside the Potola Palace. Sadly, his hometown, Tawang, is now under India's occupation since 1951. The Tawang Monastery is the last major frontier monastery before the area merged into the tribal region. It historically enjoyed a close relation with the Beijing central government. Free South Tibet (so-called Arunachal Pradesh) from India.
Identity Attack0.10221587
Insult0.032028005
Profanity0.024951037
Threat0.015947454
Severe Toxicity0.00415802
Low Tox 0.112643376 Constructive 0.594 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Identity Attack0.10221587
Insult0.029163294
Profanity0.022354934
Threat0.008945347
Severe Toxicity0.0037574768
Low Tox 0.112540044 Low Con 0.269 Identity_Assertion
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.