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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: "why dont you be out …" 562 comments · Page 18 of 23
Wow Tyler was here thats jokes, dont go to Bramghanistan bro. They have the HIGHEST car insurance premiums in ALL of North America
Wow Tyler was here thats jokes, dont go to Bramghanistan bro. They have the HIGHEST car insurance premiums in ALL of North America
Identity Attack0.06749674
Insult0.046764325
Profanity0.020988565
Threat0.0066798385
Severe Toxicity0.0033187866
Low Tox 0.14429577 Low Con 0.298 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont allow the people who brings terror
Dont allow the people who brings terror
Identity Attack0.029917859
Insult0.02618698
Profanity0.026180768
Threat0.025789235
Severe Toxicity0.0039100647
Low Tox 0.13908891 Low Con 0.295 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians dont pay taxes?
Indians dont pay taxes?
Identity Attack0.1444726
Insult0.028392024
Profanity0.020100424
Threat0.0066668927
Severe Toxicity0.003452301
Low Tox 0.13908891 Low Con 0.261 Unverified_Claim
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
The immigration and HR Lawyers are the main people who fight for wrong people to be in the country. They dont get paid if the illegal aliens are removed when their application is found inadmissible
The immigration and HR Lawyers are the main people who fight for wrong people to be in the country. They dont get paid if the illegal aliens are removed when their application is found inadmissible
Identity Attack0.10221587
Insult0.034451995
Profanity0.01309778
Threat0.009230154
Severe Toxicity0.0030899048
Low Tox 0.13214645 Low Con 0.263
Dec 29, 2025 Deportations From Canada at Their …
I call bs that they can't find them. They just dont want to find them
I call bs that they can't find them. They just dont want to find them
Identity Attack0.0058826595
Insult0.04090862
Profanity0.1352073
Threat0.00823333
Severe Toxicity0.0035858154
Low Tox 0.13041082 Moderate Con 0.303
Sep 29, 2025 IRCC Names India in Study …
Interesting how this video was meant to convince is that it beneficial to take refugees but after seeing “all of what they get” as opposed to “all of what we dont get” .. i kind …
Interesting how this video was meant to convince is that it beneficial to take refugees but after seeing “all of what they get” as opposed to “all of what we dont get” .. i kind of feel dooped
Identity Attack0.04203484
Insult0.032028005
Profanity0.03765389
Threat0.009023022
Severe Toxicity0.0031089783
Low Tox 0.13041082 Low Con 0.269
Oct 7, 2019 1 likes How much do refugees and …
they dont call it brown town for a reason
they dont call it brown town for a reason
Identity Attack0.10221587
Insult0.029604018
Profanity0.029460056
Threat0.008026198
Severe Toxicity0.0037384033
Low Tox 0.13041082 Low Con 0.209 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I know everyone says "why dont you move back to India, instead of making this place like India?" Truth is, people want to replicate their home countries and cultures, MINUS the things that made them …
I know everyone says "why dont you move back to India, instead of making this place like India?" Truth is, people want to replicate their home countries and cultures, MINUS the things that made them leave. Political corruption, poor living conditions and struggling economy. Its like a revised version. Considering they dont make huge political changes, I dont see a problem with that tbh
Identity Attack0.10221587
Insult0.03489272
Profanity0.04065997
Threat0.008712323
Severe Toxicity0.0044822693
Low Tox 0.13041082 Constructive 0.665 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
COLONIZERS DONT LIKE TO BE COLONIZED EPIC... MAYBE INTERVIEW THE NATIVES OF CANADA (INDEGENOUS) AND ASK THEIR PERSPECTIVE OF DEMOGRAPHIC CHANGE WHEN THE EUROPEANS ARRIVED
COLONIZERS DONT LIKE TO BE COLONIZED EPIC... MAYBE INTERVIEW THE NATIVES OF CANADA (INDEGENOUS) AND ASK THEIR PERSPECTIVE OF DEMOGRAPHIC CHANGE WHEN THE EUROPEANS ARRIVED
Identity Attack0.078392304
Insult0.04032305
Profanity0.013985921
Threat0.007521313
Severe Toxicity0.0035095215
Low Tox 0.12520397 Moderate Con 0.305 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect application. I made sure I be 100% honest bcuz its mainly part of my religion. When i got accepted and came , I counted the hours in my part time and paid attention that i dont work any extra min over my 20 hours during studies, I did the same for my PGWP and PR application. Its hurts my soul that someone can be dishonest and gets a slot in the quota competing with people who are doing it like me. Its insulting. If those ppl who are not decent enough to submit an honest application and follow the rules they should not be allowed a spot in the quota. They should be removed and sent back to where they came from. Canada should bot tolerate frauds. We literally came gere for a better life , a safer life. By accepting frauds in, you're telling future applicanys to cheat thier way into here.
Identity Attack0.019676208
Insult0.0623257
Profanity0.027683776
Threat0.012078222
Severe Toxicity0.0036621094
Low Tox 0.121732734 Constructive 0.695 Personal_Narrative
Oct 31, 2025 IRCC Names India in Study …
Dont blame the little guy trying to make a better life for himself..blame the globalist schemers..private equities..hedge fund groups that are the source of this problem.
Dont blame the little guy trying to make a better life for himself..blame the globalist schemers..private equities..hedge fund groups that are the source of this problem.
Identity Attack0.01274247
Insult0.06794841
Profanity0.016547862
Threat0.007637825
Severe Toxicity0.0020503998
Low Tox 0.12086493 Moderate Con 0.337 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout British Indians in Uganda. Colonialist English empire was the cause of of Idi Amin's actions. British Kingdom migrated thousands of Indians as cheap labour to build rail lines to mineral rich regions extending to DRC- Uganda city of Kasese and Kilembe mines. When the railway was completed, they offered them British citizens including those born in Uganda. The colonial British gave them business loans, including Indian banks to extend credit and loans to Indians without surerities. They were allocated colonial govt freehold land for free in the most prime areas of uganda major cities like Kampala, Jinja, Masaka, Mbale, Soroti, Mpigi, Tororo etc while black Ugandan indegenous people were pushed into the rural areas to work in factories, mines and businesses set up for British Asians. As you can guess, business class get super rich while Africans who didnt work on their own coffee, cotton, and domestic farms were left to work as clerks, securicor, teachers, Christian clergy/ reverands and local tax collectors for the govt. Brutal as he was, Indi Amin saw and used this imbalance as a second liberation war, economic war, to kick out all British Asians holding UK Passports and any other Ugandan born who didnt want to abide by the authority of indegenous people. Amin killed whoever tried to challenge his life president, he killed 72 ugnadans, mainly politicians by public firing squad aired on TV. He killed the Anglican Archbishop Luwum, he killed the 1st Ugandan Chief Justice Ben Kiwanuka. He was brutal BUT, every Ugandan is celebrating his nationalism of caring for ordinary people AND opening their eyes on trade and business by KICKING OUT economy sacking British Asians. This is history I saw and followed because i was a kid in primary school at the time 1972. In addition to that Indians in Uganda were so arrogant to indegenous Ugandans, I experienced it. So when i see how Canadians resent them I dont feel for them unfortunately. I already had enough on my plate in Canada. Indians were the owners of biggest to smallest shops in major cities and town in Uganda because of free capital and soft loans, financed business premises thru the colonial British suckers. They showd that arrogance which pissed most of the indegenous Ugandans. For example if you went to a shop and burgained on a KG of sugar or bread, or shirt, and didnt get fail to buy because you dont have that much or failed to get a good deal, the Indian shopkeeper would insult any Afriacn in Indian- Luganda accent " oba tayagala genda malala jali..mali ya nyoko?". meaning " If you dont want to buy go, others are there will buy, is this your capital/ stock?". Many songs were sung after the 1972 kickout depicting that phrase/ quote.
Identity Attack0.08749158
Insult0.054376744
Profanity0.017572641
Threat0.012906751
Severe Toxicity0.0038909912
Low Tox 0.119997114 Constructive 0.744 Comparative_Framing
Oct 11, 2025 IRCC Names India in Study …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Identity Attack0.07673789
Insult0.04852104
Profanity0.019758832
Threat0.008401625
Severe Toxicity0.0030899048
Low Tox 0.119997114 Constructive 0.711 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
...and the liberals continue saying "what? no... there is no problem in Canada, everything is fine... Lets send some billions to Ukraine and Palestine, Canadians dont need it anyways..."
...and the liberals continue saying "what? no... there is no problem in Canada, everything is fine... Lets send some billions to Ukraine and Palestine, Canadians dont need it anyways..."
Identity Attack0.10221587
Insult0.030816011
Profanity0.013405213
Threat0.008259222
Severe Toxicity0.0034332275
Low Tox 0.11739369 Low Con 0.26
Aug 25, 2025 Why Canadians Are Turning Against …
I'm an immigrant who came here when i was almost 2 yrs old with my single mother who worked 3 jobs to support me.We're here for 45 yrs.I'm a proud Canadian and agree 💯 with …
I'm an immigrant who came here when i was almost 2 yrs old with my single mother who worked 3 jobs to support me.We're here for 45 yrs.I'm a proud Canadian and agree 💯 with Canadians.Why do we have to accept others religions while they dont have to..How is saying Merry Christmas now a bad thing to say or God Bless..They should leave their religion and culture behind their door and be proud and appreciate Canada let them in ..We need them to adapt to our Culture or go back to their country
Identity Attack0.10221587
Insult0.028612386
Profanity0.01261955
Threat0.0067834044
Severe Toxicity0.0031661987
Low Tox 0.11429678 Constructive 0.837
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
wake up! American, dont let this happend in USA!
wake up! American, dont let this happend in USA!
Identity Attack0.057037655
Insult0.02708937
Profanity0.014532468
Threat0.010757755
Severe Toxicity0.00289917
Low Tox 0.11429678 Low Con 0.226 Call_To_Action
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I dont see Europeans coming to Canada paying taxes to Native people or assimilating to native culture
I dont see Europeans coming to Canada paying taxes to Native people or assimilating to native culture
Identity Attack0.105836816
Insult0.025155678
Profanity0.014703264
Threat0.0065827454
Severe Toxicity0.002670288
Low Tox 0.1140901 Low Con 0.208 Comparative_Framing
Jan 22, 2026 4 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
Identity Attack0.055673428
Insult0.045593183
Profanity0.015215653
Threat0.0066733654
Severe Toxicity0.0023651123
Low Tox 0.11388343 Constructive 0.668 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont let these men use a child to not been deported,they don't do anything for the child. Not even as much as a visit. Even if the child is living few miles away. The Government …
Dont let these men use a child to not been deported,they don't do anything for the child. Not even as much as a visit. Even if the child is living few miles away. The Government should deport them if they cant show how much they're make and proof of paying child support.
Identity Attack0.04822223
Insult0.033019636
Profanity0.012722028
Threat0.013010317
Severe Toxicity0.0030136108
Low Tox 0.11378009 Moderate Con 0.372
Dec 29, 2025 Deportations From Canada at Their …
Booming economy? I dont know anybody that likes Brampton. LMAO
Booming economy? I dont know anybody that likes Brampton. LMAO
Identity Attack0.008028535
Insult0.036545437
Profanity0.05268429
Threat0.0074954215
Severe Toxicity0.0033950806
Low Tox 0.11367676 Moderate Con 0.335
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
arent there citizen initiative groups organizing and finding these under table workers? all you need to do is go to a construction site half the guys dont know any English.....rich people hire under the table …
arent there citizen initiative groups organizing and finding these under table workers? all you need to do is go to a construction site half the guys dont know any English.....rich people hire under the table house cleaners/nannies......hope they are able to find all these people as the govt isnt going to bother finding the illegals
Identity Attack0.053854458
Insult0.05144889
Profanity0.016172111
Threat0.0077284453
Severe Toxicity0.002670288
Low Tox 0.113263406 Constructive 0.505
Sep 28, 2025 IRCC Names India in Study …
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
Identity Attack0.0038477771
Insult0.053205602
Profanity0.080318145
Threat0.0070552654
Severe Toxicity0.0028038025
Low Tox 0.11316007 Constructive 0.552 Economic_Argument
Nov 10, 2025 How much do refugees and …
All the Liberals on her crying about immigration but won't vote for change. I dont feel bad for them ..... this is what they keep voting for.
All the Liberals on her crying about immigration but won't vote for change. I dont feel bad for them ..... this is what they keep voting for.
Identity Attack0.043839492
Insult0.04969218
Profanity0.013336895
Threat0.0069387536
Severe Toxicity0.0022220612
Low Tox 0.11305673 Moderate Con 0.4
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all immigrants r bad, its govenment issue not people. Dont blame my people, they put application paid fee and also paid GIC of 20K plus college fee of 20k+. I know some people can be bad, thats where government should make law implementation better. Plus, no immigrant expected the job crisis tht exist, so whatever job to atleast save some amount rather than hitting the savings, we take. I have adapted the culture, I live my life peacefully without bothering anyone. If there's any religious activity, govt should contact groups and work out ways to celebrate festivals. I have culture from birth country in addition I added Canadian culture. The blend is good, and can be attained if govt make proper planning.
Identity Attack0.08004672
Insult0.03566399
Profanity0.024882717
Threat0.006874025
Severe Toxicity0.0029563904
Low Tox 0.112643376 Constructive 0.852 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
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.