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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: "It's very unfortunate what that …" 92 comments · Page 3 of 4
Listen, immigration has always been a strength in this country but bringing millions of immigrants at the same time into a country made no sense. Trudeau's government should be ashamed but they'll never take responsibility …
Listen, immigration has always been a strength in this country but bringing millions of immigrants at the same time into a country made no sense. Trudeau's government should be ashamed but they'll never take responsibility for their mistakes. Now everything is messed up and it's going to take years to fix. Unfortunately these TFWP programs all need to stop - Canada is broken right now.
Identity Attack0.052490227
Insult0.060927123
Profanity0.013712646
Threat0.0071847234
Severe Toxicity0.0025367737
Low Tox 0.12520397 Constructive 0.562 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
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 …
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have …
Their only job will be to fight the future civil war, which quicky will run along ethnic lines. It is simply cheaper than a conventional war. Also, the outcome is more predictable. Unfortunately, Canadians have no sense of self-preservation.
Identity Attack0.10221587
Insult0.034672357
Profanity0.0117997285
Threat0.0103175985
Severe Toxicity0.0030136108
Low Tox 0.115658075 Low Con 0.182 Fear_Threat
Jun 17, 2025 How Canada broke its immigration …
Unfortunately, Canada is changing for the worse. Many people are unemployed. Migrants work for money that is below the subsistence level. Prices are rising. And wages are stagnant. Only migrants from third countries remain here. …
Unfortunately, Canada is changing for the worse. Many people are unemployed. Migrants work for money that is below the subsistence level. Prices are rising. And wages are stagnant. Only migrants from third countries remain here. Others return. Even young Canadians are leaving Canada for a better life.
Identity Attack0.10221587
Insult0.03235855
Profanity0.012141321
Threat0.0061037517
Severe Toxicity0.0022220612
Low Tox 0.11479026 Moderate Con 0.469 Economic_Argument
Feb 14, 2026 Inside Canada's Indian Invasion...
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants …
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants you can wellcome as a country. p.s: I'm Romanian
Identity Attack0.09659086
Insult0.0233509
Profanity0.024267852
Threat0.00789674
Severe Toxicity0.0031089783
Low Tox 0.112436704 Constructive 0.776 Economic_Argument
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been …
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been able to "replicate" India in their Host country. Unfortunately, the Liberal Party's Misguided Multicultur@lism Policies and Incentivization of Illeg@l / Mass Immigration has exacerbated this problem. I think what local Canadians may resent so much is the new Competition for whatever low - wage labour and community resources are left over post Pandemic. Also, if one listens closely (Euro) Canadians) resent the imposition of Old Country religious / group cultural practices have "overflowed" into the public Commons rather than kept private. The unspoken "demand" that Locals get use to these cultural differences / just suck it up causes some rancor.
Identity Attack0.06340405
Insult0.045007613
Profanity0.015625564
Threat0.0067769317
Severe Toxicity0.0028419495
Low Tox 0.11181668 Constructive 0.732 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening …
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening all over!! Apparently, many places in Europe can’t even build a military because they don’t have anyone to actually fight for Europe due to them all being migrants. Lots of other interesting things I didn’t know. Honestly, it’s kind of heartbreaking to see such beautiful places changed so drastically and becoming so dangerous for everyone. Nothing against the good people, but unfortunately it is not the majority. So much corruption exposed and it goes all the way to the top in every government involved! 💔💔💔
Identity Attack0.057492398
Insult0.034562174
Profanity0.034146797
Threat0.009877442
Severe Toxicity0.004005432
Low Tox 0.11036996 Constructive 0.758
Jan 27, 2026 Inside Canada's Indian Invasion...
I felt compelled to write this. I appreciate you getting both sides and also asking some "hard" hitting questions that would mostly be seen as a rhetorical with a lot of people who have a …
I felt compelled to write this. I appreciate you getting both sides and also asking some "hard" hitting questions that would mostly be seen as a rhetorical with a lot of people who have a distaste for Indians (You pay international student tuition, complain about it, why are you here in the first place?). However I really appreciate that you do show the beautiful side of a community just trying to keep each other safe and well fed, while unfortunately it's a bit more explicit in the Western world that we tend to be more 'figure it out by yourself. Life yourself by your bootstraps' type of mentality. There is an immigration issue, specifically a resesntement feeling within the country, but it's still important to humanize people and communities.
Identity Attack0.06704199
Insult0.037980765
Profanity0.03464781
Threat0.008026198
Severe Toxicity0.0029945374
Low Tox 0.1100022 Constructive 0.885 Moral_Argument
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Am a christian from India, who had a PR back in 2013 and had traveled there for the paperwork. I traveled around Toronto for around 15 days and it was a lovely experience back then. …
Am a christian from India, who had a PR back in 2013 and had traveled there for the paperwork. I traveled around Toronto for around 15 days and it was a lovely experience back then. All but the Indians I encountered treated me well, to the indians I was another competition for their piece of land (so as to say). I unfortunately didn't settle in Canada due to some family emergency and had to come back to India for good, but on hind sight I think it was for the best, considering how bad the situation is in Canada. If one migrates to another country they should assimilate in the existing culture so that they can keep alive the very soul of the land they moved to, not try to make it another India...
Identity Attack0.10221587
Insult0.033570543
Profanity0.026044132
Threat0.0086087575
Severe Toxicity0.0037574768
Low Tox 0.10913446 Constructive 0.818 Personal_Narrative
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Identity Attack0.051580742
Insult0.0350029
Profanity0.011782649
Threat0.007935578
Severe Toxicity0.002040863
Low Tox 0.10913446 Low Con 0.243 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Very unfortunate. Hearing now that the Canadian government offers PR papers in different languages. Everywhere you go, you hear every language except for English & French. I want to be living in Canada. And not …
Very unfortunate. Hearing now that the Canadian government offers PR papers in different languages. Everywhere you go, you hear every language except for English & French. I want to be living in Canada. And not China, Japan, India, or the Philippines.
Identity Attack0.10221587
Insult0.025800243
Profanity0.011663092
Threat0.0061749537
Severe Toxicity0.002231598
Low Tox 0.10739898 Constructive 0.575
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Unfortunately, this tells us how much the Canadian immigration system is broken.
Unfortunately, this tells us how much the Canadian immigration system is broken.
Identity Attack0.055673428
Insult0.029493837
Profanity0.0113385795
Threat0.006272047
Severe Toxicity0.0016593933
Low Tox 0.103928015 Low Con 0.24
Oct 1, 2025 18 likes IRCC Names India in Study …
Well, if you don't have refugee claimants status in Canada. I'm unfortunately, you don't have the right to be here. That's why I think that deportation of non citizen within the country would be appropriate …
Well, if you don't have refugee claimants status in Canada. I'm unfortunately, you don't have the right to be here. That's why I think that deportation of non citizen within the country would be appropriate to force.
Identity Attack0.055218685
Insult0.021288296
Profanity0.011082385
Threat0.0083886795
Severe Toxicity0.002117157
Low Tox 0.09481675 Constructive 0.67 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Identity Attack0.038683333
Insult0.023608726
Profanity0.013200258
Threat0.008945347
Severe Toxicity0.002632141
Low Tox 0.083999306 Low Con 0.137 Fear_Threat
Sep 30, 2025 2 likes IRCC Names India in Study …
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Identity Attack0.04822223
Insult0.01961243
Profanity0.017299367
Threat0.00866054
Severe Toxicity0.002117157
Low Tox 0.08320791 Low Con 0.29 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Unfortunately, lowering the number of foreign students is significantly hurting colleges. Do I know the answer? No.
Unfortunately, lowering the number of foreign students is significantly hurting colleges. Do I know the answer? No.
Identity Attack0.045901958
Insult0.017614283
Profanity0.013268576
Threat0.007857903
Severe Toxicity0.0016117096
Low Tox 0.07371122 Moderate Con 0.461
Jan 17, 2026 Canada’s new rules in 2026
Canada should only allow educated people to immigrate but unfortunately due to government policies a vast majority of people who have committed crime in their countries are the ones who apply for asylum.
Canada should only allow educated people to immigrate but unfortunately due to government policies a vast majority of people who have committed crime in their countries are the ones who apply for asylum.
Identity Attack0.04280826
Insult0.022964163
Profanity0.00995513
Threat0.006375613
Severe Toxicity0.0013160706
Low Tox 0.071337044 Moderate Con 0.415
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Identity Attack0.03223813
Insult0.026702631
Profanity0.015249812
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.06065326 Constructive 0.671 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Its happening in all the west unfortunately brother
Its happening in all the west unfortunately brother
Identity Attack0.022590388
Insult0.015948927
Profanity0.020920247
Threat0.0091524795
Severe Toxicity0.0022506714
Low Tox 0.05824285 Moderate Con 0.361 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Its all the rich and powerful that can exploit cheap labour that are in favour of immigration. Most Canadians cant find jobs, most of the average population is struggling, its unfortunate our government for the …
Its all the rich and powerful that can exploit cheap labour that are in favour of immigration. Most Canadians cant find jobs, most of the average population is struggling, its unfortunate our government for the past decade has only been listening to the needs of the rich
Identity Attack0.024801146
Insult0.0233509
Profanity0.010143006
Threat0.0062396824
Severe Toxicity0.0010919571
Low Tox 0.054531995 Moderate Con 0.493 Economic_Argument
Feb 13, 2026 Why Canada’s immigration system has …
Tyler, welcome to Brampton, the city I unfortunately call home.
Tyler, welcome to Brampton, the city I unfortunately call home.
Identity Attack0.011469335
Insult0.022061773
Profanity0.011184863
Threat0.006763986
Severe Toxicity0.0014686584
Low Tox 0.051563308 Constructive 0.529 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’ve lived in Canada for 30 years, but I became unemployed in 2021. This is the first time I’ve been out of work for more than a year and a half. I’ve applied online for …
I’ve lived in Canada for 30 years, but I became unemployed in 2021. This is the first time I’ve been out of work for more than a year and a half. I’ve applied online for over 20 jobs, but unfortunately I haven’t received any responses. This has never happened to me before. When I first came to Canada, it felt very safe—you could even leave your door unlocked at night. Things have changed a lot since then. Nowadays, there are many new immigrants and refugees, which has also changed the job market. I’ve noticed that many companies prefer hiring workers with student visas, because the government subsidizes part of their wages. That makes it more cost-effective for companies compared to hiring Canadian workers. I heard this directly from my former manager. As a result, some of my old colleagues now only get one or two days of work per week, while companies continue bringing in new employees.
Identity Attack0.0233943
Insult0.021868404
Profanity0.016001316
Threat0.00704232
Severe Toxicity0.001745224
Low Tox 0.050573748 Constructive 0.796
Aug 25, 2025 26 likes Why Canadians Are Turning Against …
It’s happened here in beautiful Australia as well unfortunately. They’ve come over in the hundreds of thousands. Bought up all the local businesses and houses.
It’s happened here in beautiful Australia as well unfortunately. They’ve come over in the hundreds of thousands. Bought up all the local businesses and houses.
Identity Attack0.020681098
Insult0.017872108
Profanity0.012551232
Threat0.007793174
Severe Toxicity0.0019359589
Low Tox 0.050078966 Constructive 0.541 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Doesn't matter if a person is an immigrant, what matters is the quality of immigrants Canada permits to come. I am proud most Filipinos immigrate and work and blend in with the society. We try …
Doesn't matter if a person is an immigrant, what matters is the quality of immigrants Canada permits to come. I am proud most Filipinos immigrate and work and blend in with the society. We try not to be a burden to the government. True too with other nationalities that come over but unfortunately not all.
Identity Attack0.035847444
Insult0.01632893
Profanity0.011065305
Threat0.0059095654
Severe Toxicity0.0009870529
Low Tox 0.049089402 Constructive 0.815 Policy_Critique
Aug 30, 2025 5 likes Why Canadians Are Turning Against …

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.