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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: "Too local 😭" 211 comments · Page 7 of 9
Same thing is happening in NYC suburbs... my local church just got bought up... The local greek spot is now a "curry kitchen".... Needs to stop. Politicians don't care, they just see $$$
Same thing is happening in NYC suburbs... my local church just got bought up... The local greek spot is now a "curry kitchen".... Needs to stop. Politicians don't care, they just see $$$
Identity Attack0.061130337
Insult0.03312982
Profanity0.017914234
Threat0.0072235605
Severe Toxicity0.002231598
Low Tox 0.112540044 Constructive 0.559 Fear_Threat
Dec 1, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian myself who has lived for a total of 12 years in the United Arab Emirates (Dubai) and given that almost 80% of the population is made up of expatriates, I have never …
As an Indian myself who has lived for a total of 12 years in the United Arab Emirates (Dubai) and given that almost 80% of the population is made up of expatriates, I have never truly faced such problems. I think the real reason why most are unhappy is because of a lack of discipline amongst the immigrants. Dubai may be more libertarian and tolerant toward other faiths than rest of the GCC nations but they don't tolerate any form of disrespect or indiscipline as they have very strict rules. I believe the locals and the immigrants can get along with each other if they respected each others' way of life.
Identity Attack0.10221587
Insult0.04032305
Profanity0.027547138
Threat0.008414571
Severe Toxicity0.003566742
Low Tox 0.112333365 Constructive 0.842
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
My local Walmart is 100% Indian ( Punjabi) and I can only wonder how non Indians feel when they walk into a store in Canada with total Punjabi conversations. The staff is often not adequately …
My local Walmart is 100% Indian ( Punjabi) and I can only wonder how non Indians feel when they walk into a store in Canada with total Punjabi conversations. The staff is often not adequately informed about products and their placement in the store.
Identity Attack0.10815793
Insult0.028061481
Profanity0.014122557
Threat0.0062137907
Severe Toxicity0.002155304
Low Tox 0.11202335 Constructive 0.707 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
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)
These councils will NEVER be honest about the true cost of the Refugee Resettlement to the local tax payers. INCOME REDISTRIBUTION AND DIVERSITY DELUSION ALL IN ONE
These councils will NEVER be honest about the true cost of the Refugee Resettlement to the local tax payers. INCOME REDISTRIBUTION AND DIVERSITY DELUSION ALL IN ONE
Identity Attack0.01857083
Insult0.043250903
Profanity0.014771583
Threat0.006874025
Severe Toxicity0.0019359589
Low Tox 0.1104733 Moderate Con 0.405
Sep 21, 2019 1 likes How much do refugees and …
I feel very sad because, in the end, all immigrants end up paying the price for the bad attitudes of a few. I speak especially from the perspective of Latin American immigrants: we are not …
I feel very sad because, in the end, all immigrants end up paying the price for the bad attitudes of a few. I speak especially from the perspective of Latin American immigrants: we are not the majority in Canada, but we come with the intention of adapting, of including ourselves in the local culture, and of contributing the best we can. Our culture is not so distant — we share religion, family values, and lifestyle — and we arrive with the willingness to integrate, not to impose. Even so, for us the path is extremely difficult: getting permanent residency and, eventually, citizenship is a long, expensive, and complicated process. And we do it, we comply with the rules, we respect, we pay everything. What hurts is seeing that some other groups arrive with a different attitude: instead of integrating, they want to impose their culture, their religion, even their body odors, and if you make a face or express discomfort, they immediately take it as “discrimination.” It is not fair that, for example, my child should stop bringing meat in his lunch just because another child bullies him saying he is “a filthy sinner.” Inclusion should be mutual, an effort on both sides, not a one-sided demand.
Identity Attack0.07425626
Insult0.031917825
Profanity0.015659723
Threat0.007145886
Severe Toxicity0.002155304
Low Tox 0.10696511 Constructive 0.79
Aug 28, 2025 8 likes Why Canadians Are Turning Against …
What a small amount. But its good. In the 🇬🇧 UK if a illegal imigratants marry a local citizen and has a baby. The baby does not get to be a citizen of the UK. …
What a small amount. But its good. In the 🇬🇧 UK if a illegal imigratants marry a local citizen and has a baby. The baby does not get to be a citizen of the UK. Canada should be more strict
Identity Attack0.08252834
Insult0.026315894
Profanity0.012141321
Threat0.0074048014
Severe Toxicity0.0022029877
Low Tox 0.10653123 Constructive 0.518 Policy_Critique
Dec 25, 2025 3 likes Deportations From Canada at Their …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's …
Employers choose Indian students over local Canadian students bc they only have to pay them half as much. The other half of their wages are paid by us tax payers through a subsidy program. There's nothing wrong with good honest working people moving to a new country and living and working like the locals. But when you live OFF of the locals tax dollars or cheat the system, it is not going to be healthy for immigrants, Canadians or the economy.
Identity Attack0.07673789
Insult0.028392024
Profanity0.0127561875
Threat0.006304411
Severe Toxicity0.00207901
Low Tox 0.103060275 Constructive 0.61 Economic_Argument
Oct 2, 2025 IRCC Names India in Study …
This is not about immigration itself immigrants have long been a strength for Canada. The real issue is when individuals with criminal backgrounds are allowed to enter and obtain citizenship. Such individuals often fail to …
This is not about immigration itself immigrants have long been a strength for Canada. The real issue is when individuals with criminal backgrounds are allowed to enter and obtain citizenship. Such individuals often fail to integrate into society, instead engaging in criminal activities and exploiting the leniency of local laws.
Identity Attack0.055218685
Insult0.03312982
Profanity0.010604155
Threat0.00713294
Severe Toxicity0.0018024445
Low Tox 0.102626406 Constructive 0.584
Aug 25, 2025 Why Canadians Are Turning Against …
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course …
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course the last but not the least steps like these are not solutions for the unemployed local workers but a huge excuse for the so called organisations to open a huge black market for the illegals even more with higher rates of shipping the possible jobs abroad
Identity Attack0.06294931
Insult0.029163294
Profanity0.013985921
Threat0.0071070488
Severe Toxicity0.0021076202
Low Tox 0.10089093 Moderate Con 0.433 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. They're using the shop to get their mates into the country by giving them jobs until they can claim residency. Been about 5 new guys come and go. Before them the shop gave me and others from my small town an income and we were all great friends. It's a shame.
Identity Attack0.015254694
Insult0.039444692
Profanity0.013610168
Threat0.0061425893
Severe Toxicity0.0012969971
Low Tox 0.09828771 Constructive 0.76 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is not necessarily about racism, but about maintaining social balance and protecting opportunities for the local population. Many Asian countries feel the same way—we would not want large numbers of foreigners, whether Russian, American, or from elsewhere, to migrate in such a way that they dominate job markets or significantly alter the local social structure. This perspective applies universally, not just in Western countries. From this viewpoint, it seems reasonable for countries to manage immigration by maintaining a balance between native citizens and immigrants. Setting limits or proportions for different immigrant groups can be seen as a way to preserve social stability while still allowing controlled and fair immigration.
Identity Attack0.08087392
Insult0.026702631
Profanity0.0157622
Threat0.008129764
Severe Toxicity0.0024318695
Low Tox 0.09741997 Constructive 0.761
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I don't blame the locals for hating it. Nobody genuinely likes a major culture change in such a short period of time, especially if they've lived there their whole life.
I don't blame the locals for hating it. Nobody genuinely likes a major culture change in such a short period of time, especially if they've lived there their whole life.
Identity Attack0.02037963
Insult0.027730936
Profanity0.02126184
Threat0.007353018
Severe Toxicity0.0017642975
Low Tox 0.09525062 Constructive 0.588 Fear_Threat
Oct 7, 2025 96 likes Inside Canada's Indian Metropolis (Brampton)
Dubai, UAE and other GCC countries are also expanding their populations to grow economy. But they do not grant citizenship to any one. They just grant work visas and kick anyone out who violates local …
Dubai, UAE and other GCC countries are also expanding their populations to grow economy. But they do not grant citizenship to any one. They just grant work visas and kick anyone out who violates local laws or customs. Canada should follow same path.
Identity Attack0.018972786
Insult0.020256994
Profanity0.012995303
Threat0.04098356
Severe Toxicity0.0031280518
Low Tox 0.08241652 Moderate Con 0.485 Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m from Vermont, I was floored when you mentioned crossing into here. Just know that some locals held illegals at gun point last year until border agents showed up 🙂 people take that pretty serious …
I’m from Vermont, I was floored when you mentioned crossing into here. Just know that some locals held illegals at gun point last year until border agents showed up 🙂 people take that pretty serious here.
Identity Attack0.034042787
Insult0.024511116
Profanity0.013610168
Threat0.008556974
Severe Toxicity0.0019359589
Low Tox 0.079250954 Constructive 0.674 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
College in Canada, IRCC is Canadian, Approving officer is Canadian, Money paid is CAD, Recipient is Canadian, Tax on that is paid to CRA, They are charged 4 times more than local students, And still …
College in Canada, IRCC is Canadian, Approving officer is Canadian, Money paid is CAD, Recipient is Canadian, Tax on that is paid to CRA, They are charged 4 times more than local students, And still how can you blame this on the other countries (India) when its allowed by you (Canada).. 😅😅
Identity Attack0.04538634
Insult0.025413504
Profanity0.012346277
Threat0.006084333
Severe Toxicity0.0019264221
Low Tox 0.07845957 Moderate Con 0.475
Sep 30, 2025 IRCC Names India in Study …
It's easy. You have their local and international address. Just place them on a wanted list and arrested when caught. All business found to be sheltering them will be charged and business closed.
It's easy. You have their local and international address. Just place them on a wanted list and arrested when caught. All business found to be sheltering them will be charged and business closed.
Identity Attack0.005438685
Insult0.016024929
Profanity0.011628932
Threat0.042662576
Severe Toxicity0.002632141
Low Tox 0.07212844 Moderate Con 0.4 Call_To_Action
Sep 29, 2025 1 likes IRCC Names India in Study …
As an American who worked in HR for eight years at BMO in Canada, I’ve noticed an important trend: many local professionals often attribute their career struggles to the system, when the real issue is …
As an American who worked in HR for eight years at BMO in Canada, I’ve noticed an important trend: many local professionals often attribute their career struggles to the system, when the real issue is a lack of updated skills. In my previous office of 71 employees, around 60% were Indian and Chinese professionals — many of them exceptionally skilled and hardworking. The fact is, immigrants don’t take jobs; they earn them through their capabilities. I currently work at BlackRock, managing a team of 221 people. Individuals with strong mathematical and analytical abilities often come from Indian or Chinese backgrounds, while only about 20% of our workforce is American. I conduct 4–5 interviews daily, and the pattern remains consistent — candidates from Europe, the U.S., and Canada frequently lag behind in technical skills. It’s a tough truth, but one worth acknowledging: in today’s competitive job market, skill development matters far more than nationality.
Identity Attack0.051126
Insult0.025800243
Profanity0.014464149
Threat0.006647474
Severe Toxicity0.0017929077
Low Tox 0.071337044 Constructive 0.76 Personal_Narrative
Oct 7, 2025 58 likes Inside Canada's Indian Metropolis (Brampton)
📖 Rapid Indian Immigration in Canadian Cities (0:00 - 2:10) ├─ 0:00 Racism and Stereotypes Against Indian Immigrants ├─ 0:32 Mass Migration of Indian Immigrants to Canada ├─ 1:00 Human Smuggling and Immigration Issues └─ …
📖 Rapid Indian Immigration in Canadian Cities (0:00 - 2:10) ├─ 0:00 Racism and Stereotypes Against Indian Immigrants ├─ 0:32 Mass Migration of Indian Immigrants to Canada ├─ 1:00 Human Smuggling and Immigration Issues └─ 1:50 Immigration and Cultural Assimilation in Canada 📖 Impact of Indian Immigration on Local Communities (2:10 - 3:20) └─ 2:10 Impact of Indian Immigration on Local Communities 📖 Racial Tensions and Demographic Changes in Bmpton (3:20 - 4:38) ├─ 3:20 Racial Diversity and Demographic Changes └─ 3:58 Racial Tensions and Experiences in Multicultural Settings 📖 Racism and Xenophobia in Canadian Communities (4:38 - 6:09) ├─ 4:38 Racism and Xenophobia in Canadian Communities ├─ 5:14 Negative Views on Immigration and Cultural Differences └─ 5:49 Consequences of Demographic Replacement in Bmpton 📖 Driving Habits and Road Safety Concerns (6:09 - 7:30) ├─ 6:09 Distracted and Aggressive Driving in Canada ├─ 6:43 Poor Driving Habits in Canada └─ 7:04 Distracted Driving in Bmpton Residents 📖 Indian Immigration and Economic Impact (7:30 - 8:48) ├─ 7:30 Immigrant Experiences in Canada's Indian Community └─ 8:17 Rise of Ethnic Nationalism in Canada 📖 Hanuman Symbolism in Multicultural Communities (8:48 - 10:25) ├─ 8:48 Canada's Changing Demographics and Cultural Symbols ├─ 9:29 Earning Money through Mobile Games └─ 9:58 Making Money with Mobile Apps 📖 Punjabi Independence Movement and Human Smuggling (10:25 - 11:46) ├─ 10:25 Punjab Independence Movement and Kalistan ├─ 10:50 India's Economic and Political Challenges └─ 11:13 Human Smuggling Across the Canada-US Border 📖 Human Trafficking Sting Operation Setup (11:46 - 13:34) ├─ 11:46 Arranging a Pickup for Human Trafficking ├─ 12:20 Human Trafficking Sting Operation Risks and Preparations └─ 12:50 Human Trafficking and Kidnapping Fears and Preparations 📖 Human Trafficking through Student Visa Scams (13:34 - 14:49) 📖 Crossing the US-Canada Border Illegally (14:49 - 16:56) ├─ 14:49 Crossing the US-Canada Border Illegally ├─ 15:20 Crossing the Canadian Border Anxieties ├─ 15:50 Traveling to Canada in Winter └─ 16:18 Phone Theft and Harassment Tactics 📖 Crossing the Border Illegally with a Smuggler (16:56 - 18:21) ├─ 16:56 Crossing the Border Illegally in Canada ├─ 17:29 Smuggling Items Past Border Patrol └─ 17:53 Safety Concerns in Traveling to Canada 📖 Human Smuggling Operation in Canada (18:21 - 22:02) ├─ 18:21 Crossing the Border Illegally with Smugglers ├─ 19:04 Emergency Preparations and Safe Houses └─ 19:45 Human Smuggling Operations in Canada Exposed
Identity Attack0.06249457
Insult0.02212623
Profanity0.019690514
Threat0.0104988385
Severe Toxicity0.005302429
Low Tox 0.06500591 Constructive 0.543
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Same here now in Newfoundland .Every Tims ,Acw ,Kfc all going the .Pertending they get no one to work for them and leaving the Locals out of jobs .Its time to cut out the Temporary …
Same here now in Newfoundland .Every Tims ,Acw ,Kfc all going the .Pertending they get no one to work for them and leaving the Locals out of jobs .Its time to cut out the Temporary workers out and Start over .
Identity Attack0.00899048
Insult0.02373764
Profanity0.011492296
Threat0.012233571
Severe Toxicity0.002117157
Low Tox 0.06500591 Constructive 0.611
Nov 18, 2025 2 likes IRCC Names India in Study …
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
do YOU seriously believe 500 yrs ago locals in ''Canada'' spoke Inglish or Frank??? Get over it folks, over time whole worlds change and always will.
Identity Attack0.021786476
Insult0.023221988
Profanity0.01402008
Threat0.0067057298
Severe Toxicity0.0016975403
Low Tox 0.06104896 Low Con 0.208 Comparative_Framing
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, …
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, and plus there will be local Canadian students. This is a monumental fraud which needs to stop. Even USA with 9x population and economy doesnt have so many students
Identity Attack0.016460562
Insult0.026960457
Profanity0.0128245065
Threat0.006272047
Severe Toxicity0.0011968613
Low Tox 0.06065326 Constructive 0.538
Sep 30, 2025 1 likes IRCC Names India in Study …
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not …
Brampton city government is not doing enough to integrate Indians into Canadian society. And by that I simply mean building closer relationships with the locals. More community events like festivals need to be held. Not purely Indian festivals, but mixed culture festivals. That would build more understanding and friendlier relations. The earlier generations of Indian immigrants in this video look like they have integrated well identifying as both Indian and Canadian. That's the ideal, I feel.
Identity Attack0.05976611
Insult0.017743196
Profanity0.012551232
Threat0.006427396
Severe Toxicity0.001745224
Low Tox 0.059974585 Constructive 0.769
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow. They had the courage to stop the immigration rort in at least one part of the world. Great news for locals.
Wow. They had the courage to stop the immigration rort in at least one part of the world. Great news for locals.
Identity Attack0.027413858
Insult0.01929015
Profanity0.011116544
Threat0.0070034824
Severe Toxicity0.0014781952
Low Tox 0.059727192 Moderate Con 0.498 Identity_Assertion
Nov 22, 2025 2 likes Quebec Ends Economic Immigration Program …

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.