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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: "WE NEED TO DO WHAT …" 2,035 comments · Page 34 of 82
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage people. If this scenario is reversed Indians would be complaining like canadians do. So the problem is not one way, just becos reducing immigrants does not solve the issue. people have to see things past nationality or physical identity into the statistics. even though canada has professionals of their own there are people who work with dedication and who work without interest, or recent generation being attracted to digital life instead of understanding that college degrees in mainstream subjects are what earns them job and also they have to show dedication and hardwork along with smart work, comply by the work place rules and so on... this goes to all invariable of who they are. all these started changing and now people instead of trying to correct these small changes that lead to these large issues of cost of living and low wages, have now started to pit against live people and their race, nationality or culture. There are good and bad people eveyrwhere, people cant justify the actions of drug addicts roaming the streets and that has increased a lot now, people acting violently against others just becos they dont have what the other has, and so on. but instead of addressing the high amount of actions that are happening around our own country, it has become easy to put blame on each other. I am not justfying the actions of these bad indians who has done these stuff. but we have to see the other side of it before making this a International Issue. Yes, few Indians are bad but not the entire community. Canada has its own needs that needs a lot of hands and support. So, only if we change our perspective beyond the emotional BS we exhibit, we can address the real issue with real solutions. BTW becoz of these things private companies are the one profitting not the Govt.
Identity Attack0.2839175
Insult0.15982662
Profanity0.023584666
Threat0.0084793
Severe Toxicity0.0075531006
Low Tox 0.26293078 Constructive 0.768
Aug 25, 2025 Why Canadians Are Turning Against …
Rempel needs to go on a diet
Rempel needs to go on a diet
Identity Attack0.06340405
Insult0.10587067
Profanity0.064458095
Threat0.03304107
Severe Toxicity0.010910034
Low Tox 0.26104406 Low Con 0.203 Meta_Commentary
Feb 24, 2026 1 likes 'We do know that there's …
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you …
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you can’t walk around Riyadh in a mini skirt , you go to India in the majority Hindu states like Haryana no beef is eaten they is no exceptions yet in Canada , Uk and Us they include these religions they allow them to implement thier religious laws in thier communities which good for them but not for the people the found there , which creates tension as laws and beliefs clash Canada, uk , us need to establish that they Christian nations and not be so inclusive only give them thier spaces to worship thier god or gods but they should never impose thier laws on the general public, and they need to make it a necessity for all immigrants to learn about the countries culture, language and laws and make it clear they have to abide by these laws
Identity Attack0.33675182
Insult0.1087965
Profanity0.03715288
Threat0.008893564
Severe Toxicity0.009841919
Low Tox 0.26104406 Constructive 0.589
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network …
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network between their own community. Because of this, the job opportunities are limited for this communities. As for the religious immigrants, they have to stay in their country if they need a muslim nation, because nobody wants it here. This is the weakness of the Government of Canda. The Government must do something to solve this problem and deport this kind of immigrants.
Identity Attack0.32476485
Insult0.08558089
Profanity0.017709278
Threat0.007327127
Severe Toxicity0.00667572
Low Tox 0.26104406 Constructive 0.653
Aug 27, 2025 Why Canadians Are Turning Against …
My grandparents immigrated here from Jamaica and certain groups have made the word immigration annoying and obnoxious now. It’s not even immigration at this point it’s just a full take over and a blatant disrespect …
My grandparents immigrated here from Jamaica and certain groups have made the word immigration annoying and obnoxious now. It’s not even immigration at this point it’s just a full take over and a blatant disrespect for our country. Don’t follow the rules, aren’t compliant , protesting that Canadians don’t respect them and that they should stay there even if the visa is up, demanding money, buying all businesses and blatantly not hiring Canadians because they aren’t of a certain race. It’s extremely disrespectful and we need to start sticking up for the people of this country and have tighter rules and regulations to get in. Disappointed in our country…we’ve failed. What happened to the old school immigrants that would come in work hard build wealth and have pride in moving to Canada. It’s really the younger generation of immigrants that are entitled and stupid. And this is coming from a young person. Some of the immigrants (if you know you know) aren’t even that good at their job, they careless do it half ass and expect tips and that certain details will go unnoticed because they didn’t earn the job they just showed up and were handed the job.
Identity Attack0.23618884
Insult0.16883044
Profanity0.03389629
Threat0.008815889
Severe Toxicity0.008087158
Low Tox 0.25915736 Constructive 0.692
Oct 4, 2025 IRCC Names India in Study …
Canada needs to Stop all Illegal into our Country
Canada needs to Stop all Illegal into our Country
Identity Attack0.2854555
Insult0.06794841
Profanity0.019143965
Threat0.013217449
Severe Toxicity0.009307861
Low Tox 0.25915736 Low Con 0.21 Policy_Critique
Feb 22, 2026 Canadian immigration officers investigating hundreds …
Instead of interviewing immigration lawyers, maybe you should interview Canadians instead. We don’t need talent in this country. There is plenty of unemployed talent here already. It’s called Canadians.
Instead of interviewing immigration lawyers, maybe you should interview Canadians instead. We don’t need talent in this country. There is plenty of unemployed talent here already. It’s called Canadians.
Identity Attack0.2808415
Insult0.113185234
Profanity0.012722028
Threat0.0076507707
Severe Toxicity0.0063323975
Low Tox 0.25727063 Low Con 0.265
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it would take a while. They will need time and patience. Likely their children will be more assimilated if they were young or born there. A lot of immigrants who are white in your country and your history likely took time for them to assimilate. But their children were likely already assimilated. Also, don’t blame the immigrants for the actions of your government. And yes, your country is changing and it happens all the time when you are nation founded by immigrants. For some of you who think the system isn’t working I get that. But for those who find it a problem when they are not white, just say it.
Identity Attack0.28883415
Insult0.083112895
Profanity0.06195303
Threat0.009799767
Severe Toxicity0.008850098
Low Tox 0.2553839 Constructive 0.732 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Deportation needs to take place in every immigration office
Deportation needs to take place in every immigration office
Identity Attack0.24074486
Insult0.04149419
Profanity0.029888187
Threat0.05171447
Severe Toxicity0.01083374
Low Tox 0.2553839 Low Con 0.204 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the …
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the app!! Number 1..my son is a citizen of this country!! I won't shed tears for non-Canadians..sorry!! Close the doors unless there is a direct LINK to Canada! FYI..took 19 months to get my son's citizenship! 18 months!! I had to go through the EXACT same process as everyone who has ZERO connection to this country other than the thought of free money!! Maybe I need to move to Quebec? My fiancee speaks English, French, Spanish AND Italian but still....not admissible! Wrong colour or religion I guess!
Identity Attack0.10221587
Insult0.16989174
Profanity0.032643758
Threat0.009204263
Severe Toxicity0.007209778
Low Tox 0.2553839 Constructive 0.751
Nov 25, 2025 Quebec Ends Economic Immigration Program …
we need conservatives in power SO BAD!!! ASAP
we need conservatives in power SO BAD!!! ASAP
Identity Attack0.060220852
Insult0.107333586
Profanity0.035649836
Threat0.016120117
Severe Toxicity0.0059890747
Low Tox 0.2553839 Low Con 0.21 Call_To_Action
Feb 24, 2026 1 likes 'We do know that there's …
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff …
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff for Walmart and all the min wage jobs. They do need to stop letting them in now tho and use those resources to help the housing crisis.. which is more of a people not wanting to get sober or work hard enough to pay rent crisis. 😂
Identity Attack0.27798235
Insult0.113185234
Profanity0.020578653
Threat0.006925808
Severe Toxicity0.0059509277
Low Tox 0.2553839 Constructive 0.658 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Conestoga, Lambton and all colleges 1 year diplomas to Indian students need to be shutdown !
Conestoga, Lambton and all colleges 1 year diplomas to Indian students need to be shutdown !
Identity Attack0.28034934
Insult0.07301756
Profanity0.023789622
Threat0.028206514
Severe Toxicity0.008277893
Low Tox 0.2553839 Low Con 0.167
Sep 30, 2025 1 likes IRCC Names India in Study …
Immigration needs to be 0%
Immigration needs to be 0%
Identity Attack0.2764353
Insult0.036325075
Profanity0.049928714
Threat0.013476364
Severe Toxicity0.0118255615
Low Tox 0.25462922 Low Con 0.166 Policy_Critique
Jan 5, 2026 1 likes New rules, regulations take effect …
Obviously we need the guy with bicycle to go to prison.
Obviously we need the guy with bicycle to go to prison.
Identity Attack0.012139536
Insult0.071433455
Profanity0.021330157
Threat0.13815513
Severe Toxicity0.008430481
Low Tox 0.25462922 Low Con 0.171
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberal government has ruined our country. We need them to go and finally have a mentally well conservative government that's actually for the people.
The liberal government has ruined our country. We need them to go and finally have a mentally well conservative government that's actually for the people.
Identity Attack0.10221587
Insult0.16124763
Profanity0.027000591
Threat0.011612174
Severe Toxicity0.004348755
Low Tox 0.25462922 Moderate Con 0.344 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't be looking out for. They're already westernized. What you need to look out for are those that immigrated illegally. Please deport them, honestly. A lot of these self declared asylum seekers are people who've commited serious crimes here in India and running from the Law.
Identity Attack0.2854555
Insult0.08434689
Profanity0.015967157
Threat0.012130005
Severe Toxicity0.008277893
Low Tox 0.25462922 Constructive 0.713
Sep 19, 2025 137 likes Inside Canada's Indian Metropolis (Brampton)
Please feel free to burn the flag of Canada! Its ok. No deportation! No jail time! CBC will protects you! Our politicians will love you. They need your votes.
Please feel free to burn the flag of Canada! Its ok. No deportation! No jail time! CBC will protects you! Our politicians will love you. They need your votes.
Identity Attack0.055218685
Insult0.034562174
Profanity0.019622196
Threat0.33609006
Severe Toxicity0.016319158
Low Tox 0.25462922 Low Con 0.296
Nov 23, 2025 Why Canadians Are Turning Against …
i can hardly stand listening to Jason lier Kenny. Alberta independence asap the federal government has nothing Alberta needs
i can hardly stand listening to Jason lier Kenny. Alberta independence asap the federal government has nothing Alberta needs
Identity Attack0.009545447
Insult0.24928534
Profanity0.021125201
Threat0.0064079775
Severe Toxicity0.003376007
Low Tox 0.25462922 Low Con 0.265 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell you what your eyes are seeing and your ears are hearing are not real.
Identity Attack0.06704199
Insult0.15982662
Profanity0.025087673
Threat0.009256045
Severe Toxicity0.0052261353
Low Tox 0.25462922 Moderate Con 0.386 Policy_Critique
Feb 11, 2026 9 likes Canada's tighter immigration policy divides …
Don't tell that ICC representative is also an Indian what you would expect from her then you need to be very cautious
Don't tell that ICC representative is also an Indian what you would expect from her then you need to be very cautious
Identity Attack0.27991617
Insult0.110259406
Profanity0.044167064
Threat0.009023022
Severe Toxicity0.008544922
Low Tox 0.25462922 Moderate Con 0.345
Sep 29, 2025 IRCC Names India in Study …
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that …
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that positions are being filled through undocumented labor or cash-under-the-table arrangements. This bypasses our tax system and makes it incredibly difficult for Canadian students to find the part-time work they rely on for tuition. We need stricter enforcement of labor laws and a more controlled approach to immigration to protect the integrity of our economy.
Identity Attack0.18002926
Insult0.0811385
Profanity0.020442016
Threat0.114629425
Severe Toxicity0.011291504
Low Tox 0.25462922 Constructive 0.755
Dec 30, 2025 Deportations From Canada at Their …
I'm glad Trump is purging them out in the US. We need a balance of demographics
I'm glad Trump is purging them out in the US. We need a balance of demographics
Identity Attack0.10815793
Insult0.06739554
Profanity0.04516909
Threat0.13734594
Severe Toxicity0.012054443
Low Tox 0.25462922 Moderate Con 0.474 Fear_Threat
Feb 24, 2026 Inside Canada's Indian Invasion...
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We have built a beautiful way of life in the western world and we should work harder to preserve it. I've been to India. Although I like most Indians that come to our part of the world, WE DO NOT WANT OUR COUNTRY TURNING INTO INDIA (or any other country/culture for that matter). Assimilate, get with the program, or GTFO. Enough is enough. Americans, Canadians, Europeans..stand up for your country and culture before it is completely erased. If we decided to move to any of these third world countries and pull the same crap, locals would be up in arms.
Identity Attack0.2816105
Insult0.075868964
Profanity0.08322773
Threat0.011715741
Severe Toxicity0.014511578
Low Tox 0.25462922 Constructive 0.685 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.