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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: "I am from India but …" 2,270 comments · Page 57 of 91
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to …
As a third generation Canadian who's great grandparents were among the first Indians in Canada, I advise Canada to shut the door while we still can. The new loophole abusing immigrants are not suitable to be let outside India.
Identity Attack0.28622448
Insult0.0816321
Profanity0.015625564
Threat0.010680079
Severe Toxicity0.0062942505
Low Tox 0.25084448 Constructive 0.639 Call_To_Action
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire …
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire other Indians anymore since they have the options of only their type. They erased several industries at this point, most small business are forgien owned, Indian or middle eastern. They can't drive (just google India driving) theirs a couple feet of snow and they just floor it around sliding through intersections while playing candy crush or what ever Every business that is fast food place is almost exclusively Indian to the point the "white point game" isn't even playable. They buy up insane amounts of properties because they bring thier entire family on different visas and many just stay till they get deported as they bring that money home with them. Every student housing is filled with Indians, every one bedroom has 30 of them living in it. Most starter homes where cheap so they bought them to flip with thier combined money. Security sector is filled with them exclusively because it's the highest amount of money they can make here without any skills .(Most are 0 skilled). Schools all had to cut staff in half because when we cut funding and spots for people coming to our universitys they lost half thier income. Crime rate went way up. My city is really bad for human trafficking and aex trafficking. Many come to our city since it's far enough away to commit crimes. Many get 0 consequences because again.. Illegally overstaying a visa is deportation. Doug Ford literally gave everyone 200$ before an election...like how corrupt and garbage is this country. Now we have Indian only business that can't speak English, similar to the daycare issue. Job postings for specific races or language s only. Mind you everything just stated is also being done by the Arabs and Somalis and Nigerians. Many of these people coming here are "escaping dangerous situations" Wich means criminals who want to start again. Somehow these people with 0 resources have the money to buy million dollar properties 😂 Also don't forget, it's a hate crime to say or do many things about this and could land you in jail or worse. Much of Canada are college towns and those idiot kids want more
Identity Attack0.28034934
Insult0.113185234
Profanity0.087430455
Threat0.018019408
Severe Toxicity0.0125103295
Low Tox 0.25084448 Constructive 0.658 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you …
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you came as a international student and knowingly u cant afford the tuition. Its clearly u didnt care about going to school and used it as a gate way to canada. You dont go aboard studying for a better life in that country. U study abroad to either bring back new knowledge to your country or to full fill a requirements for a job back home.. The most common one is the opportunity to have a degree from a well known school for family braging rights and take over family bussiness. Which bring us back to, studying aboard is strictly for wealthy families no matter where u live . Imagine a candian going to london or europe we would pay just as much plus conversion rate. So for indians like him self, studying aboard paying 8 k cad per course shojdl be impossible. Only a super wealthy family can afford that in india or canada .
Identity Attack0.055673428
Insult0.15982662
Profanity0.12096943
Threat0.0077672824
Severe Toxicity0.008811951
Low Tox 0.25084448 Moderate Con 0.49 Unverified_Claim
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
Identity Attack0.17070955
Insult0.08410009
Profanity0.028776871
Threat0.010602405
Severe Toxicity0.0090408325
Low Tox 0.24924077 Moderate Con 0.466 Moral_Argument
Sep 5, 2025 Why Canadians Are Turning Against …
They already have Kalistan in Brampton and Vancouver. No Punjabi Sikh in India wants that
They already have Kalistan in Brampton and Vancouver. No Punjabi Sikh in India wants that
Identity Attack0.30103904
Insult0.0670459
Profanity0.046922635
Threat0.011405042
Severe Toxicity0.008926392
Low Tox 0.24924077 Low Con 0.29 Fear_Threat
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
Well Canada is paying what your government has designed to disturb India... I want to say one thing shortly, if this Sikh people in Canada today calling Punjab instead India as their motherland because they …
Well Canada is paying what your government has designed to disturb India... I want to say one thing shortly, if this Sikh people in Canada today calling Punjab instead India as their motherland because they want khalistan. I am sure day will come when this Canadian Sikh will address themselves as Brampton instead of Canadian once they grow in large numbers.
Identity Attack0.2808415
Insult0.0820023
Profanity0.023721304
Threat0.0130621
Severe Toxicity0.008506775
Low Tox 0.24924077 Moderate Con 0.465 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought for the "rebels" americans and was in jail for 5 years), the monarchy granted them 100 acres in the Niagara region which was farmed by a line of my family until the 1980s when the last of that direct line sold which is tragic. blah blah - Canadian. ANYWAY - I love other people, other cultures, every immigrant that spoke in this video I welcome with open arms, would befriend, share a meal with etc. I grew up working with many people from Pakistan and India who were escaping really scary situations, worked their butts off to be part of this country, learn the language, save for a home - live a safe and happy life. Whether you're a first or 50th generation Canadian - you come here and you adapt to our wonderful way - you're a freaking Canadian. That's not happening right now. Like the video said, it's a math problem. One of my largest concerns is that now all these wonderful Canadians who have been here for a long ass time, worked their butts off to be part of the family will now be subject to violence, harassment and racist comments because this population bomb has misrepresented their intentions entirely.
Identity Attack0.14233272
Insult0.16551061
Profanity0.05017922
Threat0.008401625
Severe Toxicity0.007896423
Low Tox 0.24924077 Constructive 0.806 Solidarity
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
My town of 50K is going through this now. Any business you do will 80-90% be with people from India. They are buying businesses. No more jobs or housing, no integration, health care suffering and …
My town of 50K is going through this now. Any business you do will 80-90% be with people from India. They are buying businesses. No more jobs or housing, no integration, health care suffering and they don't put their money into this country.
Identity Attack0.28622448
Insult0.06687108
Profanity0.022149978
Threat0.0086087575
Severe Toxicity0.008583069
Low Tox 0.24924077 Constructive 0.603
Oct 6, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Ironically Europeans were seeking India when Columbus found the already inhabited Americans so they labeled indigenous peoples as American Indians. Allegedly after they invaded and reduced the Indigenous, then expanded across the lands then founded …
Ironically Europeans were seeking India when Columbus found the already inhabited Americans so they labeled indigenous peoples as American Indians. Allegedly after they invaded and reduced the Indigenous, then expanded across the lands then founded 🎊Thanksgivings Day🎊 to celebrate ☠️⚔️🍇🔫🔫🔫🔥🔥🔥
Identity Attack0.27682206
Insult0.06494803
Profanity0.069969244
Threat0.01698343
Severe Toxicity0.013349563
Low Tox 0.24763705 Moderate Con 0.472 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
haha, canada becomes india :)
haha, canada becomes india :)
Identity Attack0.2795294
Insult0.081261896
Profanity0.034397304
Threat0.00789674
Severe Toxicity0.009536743
Low Tox 0.24763705 Moderate Con 0.332
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
Identity Attack0.22707681
Insult0.070482984
Profanity0.057443913
Threat0.18281023
Severe Toxicity0.023076924
Low Tox 0.24763705 Low Con 0.196 Identity_Assertion
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
U come to Canada, live and change the Canada town to India that not right
U come to Canada, live and change the Canada town to India that not right
Identity Attack0.25140062
Insult0.076502606
Profanity0.019280603
Threat0.007365964
Severe Toxicity0.007286072
Low Tox 0.24763705 Low Con 0.266 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan narrative to falsely claim political persecution, allowing them to gain asylum and citizenship. These networks have contributed to gang wars, drug trafficking, and rising violence in Canada. Khalistani extremists have a proven history of terrorism, including the Air India bombing Canada’s deadliest terror attack. If Canada genuinely wants to curb shootings, drug cartels, and organized crime, it must treat Khalistani extremist groups as terrorist organizations and stop offering safe haven to criminals. This is not about Sikhs,peaceful people. The problem arises when criminals and extremists are protected under the guise of activism. Canada’s continued refusal to extradite such individuals reflects a failure of policy, largely under the Trudeau government.
Identity Attack0.2700233
Insult0.13969865
Profanity0.024677763
Threat0.031314444
Severe Toxicity0.008277893
Low Tox 0.24763705 Constructive 0.735 Policy_Critique
Jan 27, 2026 55 likes Inside Canada's Indian Invasion...
India will keep on populating the entire world
India will keep on populating the entire world
Identity Attack0.2803029
Insult0.05964688
Profanity0.057443913
Threat0.02803385
Severe Toxicity0.014705247
Low Tox 0.24763705 Low Con 0.161 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Ok the migrants are the ones from India, that they came to Canada and brought their way of leaving here. I came from Ecuador 44 years ago and still working but i did not bring …
Ok the migrants are the ones from India, that they came to Canada and brought their way of leaving here. I came from Ecuador 44 years ago and still working but i did not bring Ecuador here , you have to respect were you are. This people come and do whatever they want and they are unrespecful. This need to be fix.
Identity Attack0.27875587
Insult0.097093195
Profanity0.015249812
Threat0.0068869707
Severe Toxicity0.0051116943
Low Tox 0.24763705 Constructive 0.712 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Somehow they still qualify as a 'minority' even though there are more Indians in India than there are whites worldwide.
Somehow they still qualify as a 'minority' even though there are more Indians in India than there are whites worldwide.
Identity Attack0.29798782
Insult0.0638991
Profanity0.056441884
Threat0.00899713
Severe Toxicity0.007286072
Low Tox 0.24763705 Low Con 0.217
Jan 27, 2026 Inside Canada's Indian Invasion...
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India …
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India and many more places. 2. Blaming the politicians for inviting immigrants, well if death to birth ratio is unfavorable then solution is immigration to provide social welfare for a growing senior population.
Identity Attack0.23694818
Insult0.0623257
Profanity0.020442016
Threat0.13734594
Severe Toxicity0.01083374
Low Tox 0.24763705 Constructive 0.536 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 …
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 Canada sure has changed
Identity Attack0.13805299
Insult0.07270074
Profanity0.017914234
Threat0.13815513
Severe Toxicity0.0090408325
Low Tox 0.24603334 Moderate Con 0.458 Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
all turbans from India have work in Tim Horton, Walmart ...without papers; India are together with Putin's RuSSia; how many red communists are in Canada, how many are against Canadians?
all turbans from India have work in Tim Horton, Walmart ...without papers; India are together with Putin's RuSSia; how many red communists are in Canada, how many are against Canadians?
Identity Attack0.24970764
Insult0.09855611
Profanity0.01620627
Threat0.008181547
Severe Toxicity0.005645752
Low Tox 0.24603334 Low Con 0.297
Sep 28, 2025 1 likes IRCC Names India in Study …
just replace Canada with india
just replace Canada with india
Identity Attack0.2808415
Insult0.06826523
Profanity0.020442016
Threat0.009955117
Severe Toxicity0.009384155
Low Tox 0.24603334 Low Con 0.235 Identity_Assertion
Jan 20, 2026 Why Canada’s immigration system has …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from …
Indias work hard in every sector so people see them all the time and they think Indians are going to take over and they are real problem But real problems is Ukraine and refugees from everywhere who get free houses and live on welfare and even they get free dental.They are living on Canadian tax payer money. Immigrants don’t get any government help plus visa and other requirements are still there Internet is just home of negativity and full of misinformation.
Identity Attack0.2783691
Insult0.08508729
Profanity0.01309778
Threat0.006550381
Severe Toxicity0.004501343
Low Tox 0.24603334 Constructive 0.634
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
1 dollar Canadian is a lot in india. 1.4 billion Indians in India or more. Not enough jobs to eat from the same rice bowl. Like china but china more developed and has a central …
1 dollar Canadian is a lot in india. 1.4 billion Indians in India or more. Not enough jobs to eat from the same rice bowl. Like china but china more developed and has a central government run by communists which do not allow religion to interfere with government and economy. Disadvantage of india. Religious conflict especially Muslims and Hindus since before the time of Ghandi.
Identity Attack0.2823795
Insult0.07872037
Profanity0.015283971
Threat0.007741391
Severe Toxicity0.0051116943
Low Tox 0.24603334 Constructive 0.575
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
2025 is surely bad year for Indians & India.
2025 is surely bad year for Indians & India.
Identity Attack0.2795294
Insult0.0623257
Profanity0.05268429
Threat0.013476364
Severe Toxicity0.007820129
Low Tox 0.24442963 Low Con 0.143 Comparative_Framing
Dec 1, 2025 IRCC Names India in Study …
As an indian, I suggest you to visit the T20 world Cup final in Ahmedabad if India qualifies, also visit Srinagar and Shillong. Youtubers like you only visit those bad places of India which even …
As an indian, I suggest you to visit the T20 world Cup final in Ahmedabad if India qualifies, also visit Srinagar and Shillong. Youtubers like you only visit those bad places of India which even I dont like. Visit the mountains, beaches, Forests and cricket matches. You will surely love it.
Identity Attack0.11744241
Insult0.08212569
Profanity0.06044999
Threat0.010058682
Severe Toxicity0.008163452
Low Tox 0.24282593 Constructive 0.585 Meta_Commentary
Feb 20, 2026 Inside Canada's Indian Invasion...
The average IQ in india is 76
The average IQ in india is 76
Identity Attack0.2331515
Insult0.08410009
Profanity0.059948977
Threat0.0086087575
Severe Toxicity0.01121521
Low Tox 0.24282593 Low Con 0.117 Unverified_Claim
Jan 27, 2026 2 likes 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.