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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

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Active: "Britain is the same" 23 comments
they are doing the same all over the world. america is not the greatest country. all the colonies of britain are screwed
they are doing the same all over the world. america is not the greatest country. all the colonies of britain are screwed
Identity Attack0.45348886
Insult0.563347
Profanity0.46460027
Threat0.009929225
Severe Toxicity0.052940834
Moderate 0.6027529 Low Con 0.257 Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Rip Van Winkle (i.e., Canada) is finally waking up. It’s difficult for liberals to admit they’re fools. It takes awhile. Britain’s a great example.
Rip Van Winkle (i.e., Canada) is finally waking up. It’s difficult for liberals to admit they’re fools. It takes awhile. Britain’s a great example.
Identity Attack0.26663736
Insult0.64537907
Profanity0.17473823
Threat0.0075083673
Severe Toxicity0.017287504
Moderate 0.584095 Moderate Con 0.301 Insult
Nov 23, 2025 Quebec Ends Economic Immigration Program …
India was invaded by Britain, they are invading a British colony. Literally karma Breh😂 the only people there having their land and culture taken are the natives and nun of y’all give af bout them …
India was invaded by Britain, they are invading a British colony. Literally karma Breh😂 the only people there having their land and culture taken are the natives and nun of y’all give af bout them so 🤷‍♀️ The reason mfs are globalist is because of England France Spain , and the Arabs tbh 😂 idk idgaf about that shi everyone’s a hypocrite
Identity Attack0.45610145
Insult0.47384647
Profanity0.34682226
Threat0.023371955
Severe Toxicity0.05025077
Moderate 0.5024724 Low Con 0.289 Comparative_Framing
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
They are like Rats, I feel sorry for you, They are in Great Britain
They are like Rats, I feel sorry for you, They are in Great Britain
Identity Attack0.28034934
Insult0.48627716
Profanity0.22693542
Threat0.009385503
Severe Toxicity0.023076924
Moderate 0.46982017 Moderate Con 0.354 Fear_Threat
Sep 21, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
These all Canadians who called themselves their own forefathers cane from britain,france,spain,Portugal these all are also immigrants and why they are not targeting each other because most are white and Indians are brown that pure …
These all Canadians who called themselves their own forefathers cane from britain,france,spain,Portugal these all are also immigrants and why they are not targeting each other because most are white and Indians are brown that pure racism
Identity Attack0.54996765
Insult0.34032786
Profanity0.057944927
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.479 Identity Attack Identity_Assertion
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
💩 🇮🇳 Goodbye Canada and Britain! My phone wilted from their smell!
💩 🇮🇳 Goodbye Canada and Britain! My phone wilted from their smell!
Identity Attack0.40883094
Insult0.40243408
Profanity0.19401662
Threat0.01238892
Severe Toxicity0.02383376
Moderate 0.4402136 Moderate Con 0.319 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Exactly how native americans felt when bunch of theives and looters invaded north america from britain
Exactly how native americans felt when bunch of theives and looters invaded north america from britain
Identity Attack0.33352965
Insult0.43158367
Profanity0.096805766
Threat0.011327368
Severe Toxicity0.016641939
Moderate 0.40614098 Low Con 0.187 Comparative_Framing
Feb 14, 2026 3 likes Inside Canada's Indian Invasion...
Canada already was infested by Britains and Germans, can't get any worse.
Canada already was infested by Britains and Germans, can't get any worse.
Identity Attack0.46050715
Insult0.336253
Profanity0.06946823
Threat0.016810767
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.212 Comparative_Framing
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? See why Britain is having a protest today Sept 13 2025 for example. Also every town and city it feels like is getting a tent city. Small towns are becoming unsafe. It's sick.
Identity Attack0.10221587
Insult0.37846634
Profanity0.026454043
Threat0.008764107
Severe Toxicity0.007171631
Moderate 0.36095104 Constructive 0.713 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 …
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 And if people want to UNDERSTAND why people from mostly Punjab move to Canada, they need to learn history. The short version is - Sikh Regiment, business in the 19th and 20th century. For a longer version why the migration exploded in the late 20th and 21st century, the seeds were sown back in the early 20th century - Brits favouring a handful of Khalistanis to weaken Indian National movement before Indian Independence (read Sanjiv Sanyal’s book - “Revolutionaries”) and keep the Jewel (India) in the crown. Post the assassination of Indian PM Indira Gandhi by the Khalistani Terrorists (concentrated in Punjab) in 1984 and the Indian government crackdown on them - many found refuge in Canada aided by Pakistan’s Intelligence Service Agency and off course the USA and Canada 🫡🫡🫡 Indian government repeatedly pleaded the West to hand over the terrorists but surprise surprise, the West wants to use these elements to keep India in check and support its ally Pakistan. Fast forward, Khalistani sympathisers (Khalistan was a violent separatist movement in Punjab)find their refuge in Canada. Their relatives move in shortly and encourage others from Punjab to do so. Why ?? To build the base for Khalistan movement in Canada against India (all this being supported by the West while India cries its lungs out) 😢😢😢. Canada becomes a mini Punjab for the Khalistani terrorists/sympathisers. The Punjabi culture takes root courtesy of the Khalistanis - brings in more migration. Fast forward to today, the movement is now a tsunami with people from Punjab moving in large numbers. Why ? Because of the Khalistan movement, Punjab got destroyed economically (it was the richest state in India) as a result people are forced to move out. And the best place is their second Punjabi 🫣🫣 ie. Khalistani homeland Canada.
Identity Attack0.2816105
Insult0.12521741
Profanity0.026590679
Threat0.0091524795
Severe Toxicity0.008621216
Low Tox 0.26859093 Constructive 0.685 Comparative_Framing
Feb 11, 2026 4 likes Inside Canada's Indian Invasion...
Indians came to Britain n are brand new and assimilated that’s no who im worried about
Indians came to Britain n are brand new and assimilated that’s no who im worried about
Identity Attack0.27171627
Insult0.06267534
Profanity0.069969244
Threat0.010757755
Severe Toxicity0.011978149
Low Tox 0.23198941 Moderate Con 0.366 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
History repeats itself Britain invaded India then split it three ways. Many people died while Britain benefited by exploiting natural resources. The chickens have come home to roost.
History repeats itself Britain invaded India then split it three ways. Many people died while Britain benefited by exploiting natural resources. The chickens have come home to roost.
Identity Attack0.10221587
Insult0.06617179
Profanity0.023652986
Threat0.011405042
Severe Toxicity0.0050354004
Low Tox 0.17198499 Moderate Con 0.37 Comparative_Framing
Oct 8, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
RESTORE BRITAIN PARTY go look it up and learn something and until that happens nothing else will fix anything
RESTORE BRITAIN PARTY go look it up and learn something and until that happens nothing else will fix anything
Identity Attack0.027011903
Insult0.034782536
Profanity0.02167175
Threat0.022681303
Severe Toxicity0.005455017
Low Tox 0.15435068 Low Con 0.098 Call_To_Action
Feb 17, 2026 20 likes LILLEY UNLEASHED: The fall of …
Britain had to fight to conquer India. Canada by contrast invited in the invaders and paid them to come and colonize them
Britain had to fight to conquer India. Canada by contrast invited in the invaders and paid them to come and colonize them
Identity Attack0.10221587
Insult0.035333443
Profanity0.01805087
Threat0.011068452
Severe Toxicity0.003490448
Low Tox 0.15103401 Low Con 0.155 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was …
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was appalled and felt as a migrant it was offensive because Canada and by extension its flag was part of the Commonwealth and Britain's imperialist history with India made the Canadian flag offensive. 😳 I probably don't have to tell you what kind of comments he got.
Identity Attack0.060675595
Insult0.027347196
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.0020313263
Low Tox 0.09525062 Constructive 0.74
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
Identity Attack0.036105253
Insult0.0233509
Profanity0.01261955
Threat0.008712323
Severe Toxicity0.0029563904
Low Tox 0.08795626 Low Con 0.289 Unverified_Claim
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Watch the English in 2025. Canada is too polite to copy Britain. But that is the way out.
Watch the English in 2025. Canada is too polite to copy Britain. But that is the way out.
Identity Attack0.028418748
Insult0.019934712
Profanity0.011526455
Threat0.007353018
Severe Toxicity0.0015163422
Low Tox 0.05205809 Low Con 0.166
Aug 25, 2025 Why Canadians Are Turning Against …
Britain...hold my beer 🍺
Britain...hold my beer 🍺
Identity Attack0.020982565
Insult0.01767874
Profanity0.01579636
Threat0.008116818
Severe Toxicity0.0023460388
Low Tox 0.048842013 Low Con 0.294 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Britain is the same
Britain is the same
Identity Attack0.018269362
Insult0.014352918
Profanity0.019622196
Threat0.008246276
Severe Toxicity0.0019836426
Low Tox 0.03639866 Low Con 0.274 Comparative_Framing
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
Canada is done and Britain
Canada is done and Britain
Identity Attack0.013646871
Insult0.012870909
Profanity0.016957775
Threat0.00933372
Severe Toxicity0.0020313263
Low Tox 0.036162965 Low Con 0.266
Jan 27, 2026 Inside Canada's Indian Invasion...
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent …
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent here to do what? What visas did the convicts shipped by Britain and France to North America have?
Identity Attack0.0075105648
Insult0.010400894
Profanity0.010945748
Threat0.0062008454
Severe Toxicity0.0007581711
Low Tox 0.022610499 Moderate Con 0.437 Comparative_Framing
Sep 19, 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.