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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: "I know where they are …" 1,129 comments · Page 32 of 46
you are the realest youtuber i know i just seen a police bodycam on you and you are real!!
you are the realest youtuber i know i just seen a police bodycam on you and you are real!!
Identity Attack0.019776696
Insult0.026831545
Profanity0.068967216
Threat0.064969026
Severe Toxicity0.009498596
Low Tox 0.14082454 Constructive 0.532 Meta_Commentary
Feb 4, 2026 Inside Canada's Indian Invasion...
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the …
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the world the legal way I know it's an unpopular opinion or you can just stay in Canada
Identity Attack0.07591068
Insult0.032689095
Profanity0.015728042
Threat0.011379151
Severe Toxicity0.003414154
Low Tox 0.1373533 Constructive 0.611 Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
Good to know 'door dash' is in charge of immigration now.
Good to know 'door dash' is in charge of immigration now.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015488927
Threat0.008052089
Severe Toxicity0.0031089783
Low Tox 0.1373533 Low Con 0.231 Humor_Satire
Nov 20, 2025 119 likes Thousands of refugees allowed into …
I wonder if it’s really like in the US? Ya know blame immigrants for the strain on resources when actually it’s corporations making billions whilst not paying a living wage and whatnot. Cause billionaires need …
I wonder if it’s really like in the US? Ya know blame immigrants for the strain on resources when actually it’s corporations making billions whilst not paying a living wage and whatnot. Cause billionaires need more mansions and yachts?
Identity Attack0.10221587
Insult0.034672357
Profanity0.016821137
Threat0.0067898775
Severe Toxicity0.0028419495
Low Tox 0.1373533 Moderate Con 0.412 Economic_Argument
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
You know why immigrants apply for PR ? no not to stay in canada.. No not to work in canada.. No not for free health care It is to have higher education at affordable rates.....😂
You know why immigrants apply for PR ? no not to stay in canada.. No not to work in canada.. No not for free health care It is to have higher education at affordable rates.....😂
Identity Attack0.10221587
Insult0.034782536
Profanity0.012722028
Threat0.0062332097
Severe Toxicity0.00289917
Low Tox 0.1373533 Moderate Con 0.306 Humor_Satire
Nov 21, 2025 Thousands of refugees allowed into …
ALL OF THEM SOUND SKETCHY AND SKETCHY ANSWERS! They all know they’ve been handsomely paid off and now they must cover their tracks!! 🇮🇳
ALL OF THEM SOUND SKETCHY AND SKETCHY ANSWERS! They all know they’ve been handsomely paid off and now they must cover their tracks!! 🇮🇳
Identity Attack0.011617327
Insult0.047349896
Profanity0.028776871
Threat0.0091524795
Severe Toxicity0.0045776367
Low Tox 0.13561769 Low Con 0.174 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
Identity Attack0.06476828
Insult0.06250052
Profanity0.02119352
Threat0.0065244893
Severe Toxicity0.0032234192
Low Tox 0.13561769 Constructive 0.571 Unverified_Claim
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
The greatest country on earth? I KNOW you are NOT talking about USA 😂. 😅
The greatest country on earth? I KNOW you are NOT talking about USA 😂. 😅
Identity Attack0.07177465
Insult0.032689095
Profanity0.02392626
Threat0.006699257
Severe Toxicity0.0037384033
Low Tox 0.13561769 Low Con 0.279 Humor_Satire
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Check it out. The Indians include Punjabis have taken their casteism also in their briefcase. Btw English is not mandatory to move to Canada it’s only a bonus point if you know English.
Check it out. The Indians include Punjabis have taken their casteism also in their briefcase. Btw English is not mandatory to move to Canada it’s only a bonus point if you know English.
Identity Attack0.12735364
Insult0.034672357
Profanity0.01402008
Threat0.006848133
Severe Toxicity0.0029182434
Low Tox 0.13388206 Moderate Con 0.314 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
"It feels like my hometown". Yah, you know where else you can go that feels like your hometown? India.
"It feels like my hometown". Yah, you know where else you can go that feels like your hometown? India.
Identity Attack0.10221587
Insult0.03136692
Profanity0.017572641
Threat0.007624879
Severe Toxicity0.0040245056
Low Tox 0.13214645 Moderate Con 0.31
Sep 19, 2025 262 likes Inside Canada's Indian Metropolis (Brampton)
All your politicians know what really is happening but they will give blind eye to it bcs they are the one making money from all fraudulent activities.and it is common for all countries.
All your politicians know what really is happening but they will give blind eye to it bcs they are the one making money from all fraudulent activities.and it is common for all countries.
Identity Attack0.0093974555
Insult0.070799805
Profanity0.013780965
Threat0.006537435
Severe Toxicity0.0015068054
Low Tox 0.13214645 Low Con 0.184 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
People shouldn’t blame immigrants they should blame the bad people or bad government system most of Canadians have a background immigrant we know Canada needs more population but not bad ones
People shouldn’t blame immigrants they should blame the bad people or bad government system most of Canadians have a background immigrant we know Canada needs more population but not bad ones
Identity Attack0.10221587
Insult0.036545437
Profanity0.013371054
Threat0.006530962
Severe Toxicity0.0024986267
Low Tox 0.13214645 Moderate Con 0.435
Aug 25, 2025 Why Canadians Are Turning Against …
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...
Like, Canada people don't know what is going on in your country.
Like, Canada people don't know what is going on in your country.
Identity Attack0.10221587
Insult0.03511308
Profanity0.0118680475
Threat0.0065956907
Severe Toxicity0.0024414062
Low Tox 0.13041082 Low Con 0.238 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live in India and have no plans on migrating anywhere. It ain't great here but if we all keep leaving for greener pastures, it won't ever get better. We literally have a Visa temple in South India where people go to pray for their Visas to get approved. It's extremely sad honestly.
Identity Attack0.10221587
Insult0.04090862
Profanity0.015420608
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.12867521 Constructive 0.673 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and …
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and frustrating process cos I have to teach them even the most basic skills like taking a blood pressure or covid swab cos they know nothing. Hospitals are hiring them because they believe their “ lmany” years of nursing experience in India. Then I found out that in their country, nursing is only 3 years compared to 4 years in Canada and they do not require a nursing license to work as nurses in India. They come here, go to review centres to pass the licensure exam. And the College of nurses of Ontario allow this! Nursing is stressful enough and we do not have time to teach English and basis nursing. There are still many Canadian nurses I know looking for a job but they don’t even get an invite for an interview because even the HR department are Indians. Seriously, these people need to get investigated.
Identity Attack0.08749158
Insult0.059061307
Profanity0.035900343
Threat0.008712323
Severe Toxicity0.004119873
Low Tox 0.1269396 Constructive 0.802
Sep 30, 2025 109 likes IRCC Names India in Study …
Most of immigration know nothing about the law or the procedures that are followed at their ministry. The immigration world in Canada is an unknown story for all. Lots of immigrants are complaining about their …
Most of immigration know nothing about the law or the procedures that are followed at their ministry. The immigration world in Canada is an unknown story for all. Lots of immigrants are complaining about their cases and their unfair treatment with their files, and it is a big dilemma. I hope that the government of Canada forms a fair community and ask them to audit the immigration ministry, and they will find huge corruption.
Identity Attack0.06385879
Insult0.062150877
Profanity0.013405213
Threat0.0065956907
Severe Toxicity0.0018501282
Low Tox 0.12520397 Constructive 0.713 Policy_Critique
Nov 25, 2025 Thousands of refugees allowed into …
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work …
Next time try not to talk to only homeless Canadians 8:34 the guy says they don't work and also say they work for Indian on cash so that guy himself can't decide do they work or not. You should try talking to others who are born canadians as everyone knows people can't live without work and indians work too making the community to grow and expand and more rich, so better go in everyone's shoes before saying anything about them.
Identity Attack0.10221587
Insult0.036325075
Profanity0.012243799
Threat0.006440342
Severe Toxicity0.0022411346
Low Tox 0.12520397 Constructive 0.668
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
This is hilarious, they have the same issues as the US of A when Democrats run the country. They have no clue where immigrants are, or how much they spend on immigrants (know it is …
This is hilarious, they have the same issues as the US of A when Democrats run the country. They have no clue where immigrants are, or how much they spend on immigrants (know it is higher than a citizen)
Identity Attack0.094936445
Insult0.04149419
Profanity0.013951761
Threat0.0064015044
Severe Toxicity0.0022602081
Low Tox 0.123468354 Moderate Con 0.328 Humor_Satire
Jan 11, 2026 IRCC Names India in Study …
Hahaha I know the guy that gave you the finger from the grey honda civic. 😂😂😂😂
Hahaha I know the guy that gave you the finger from the grey honda civic. 😂😂😂😂
Identity Attack0.006881601
Insult0.034672357
Profanity0.032894265
Threat0.010835429
Severe Toxicity0.0044441223
Low Tox 0.123468354 Moderate Con 0.415 Humor_Satire
Jan 27, 2026 27 likes Inside Canada's Indian Invasion...
I have only one question.. why is the government allowing them into the country ? What is the reason and who is it benefiting??? As I commented before , my parents came to Canada in …
I have only one question.. why is the government allowing them into the country ? What is the reason and who is it benefiting??? As I commented before , my parents came to Canada in 1966 I was just a baby , Canada had endless jobs in manufacturing, and especially in the construction sector , I will say that immigrants back then , Italians , and Portuguese really built this country , the men and women worked sometimes two jobs , no hand out from the government , no sick days , Canada was beautiful growing up , .. that’s how I remember it , other immigrants followed , from Poland , and then the Indians started to come in by the 80”s .. fast forward to now , I’m embarrassed of our country , it’s disgraceful and disgusting, the transition from back then to now , I feel like I’m living in India , dirty , scammers , gangs , thief’s , murders , ignorant , entitlement; disrespectful etc .. facts , one thing that I can’t wrap my head around is the language barrier , why are these people working in customer service ? Why are they dealing with the public ??? Why are they in the health care industry, nurses , doctors etc , when they can’t speak the language???? Why are they accepted in these highly skilled positions? Just because you have the skill ? Isn’t knowing the language and being able to communicate a requirement regardless what job you have ? Why is the government allowing them in this country and then paying for them to have all these resources available to them ? Why ?? We need to start helping the people that have contributed to this country , that paid taxes and their dues FIRST … we do not have enough affordable housing , jobs , hospitals ,etc .Canada has falling , they are a financial strain on this country , it needs to STOP.. this isn’t the 60”s anymore Canada is to the max , no opportunity here anymore , send them back !
Identity Attack0.06249457
Insult0.05964688
Profanity0.018324144
Threat0.0072106146
Severe Toxicity0.0032043457
Low Tox 0.12260055 Constructive 0.724
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
People who against immigration, they don't know , if immigrants not came here , how you could get social welfare.
People who against immigration, they don't know , if immigrants not came here , how you could get social welfare.
Identity Attack0.10221587
Insult0.029053112
Profanity0.012961143
Threat0.006822242
Severe Toxicity0.002708435
Low Tox 0.12260055 Moderate Con 0.391 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
That man speaks the truth! We all know who lmao 😅
That man speaks the truth! We all know who lmao 😅
Identity Attack0.00899048
Insult0.032468732
Profanity0.07934829
Threat0.009307829
Severe Toxicity0.0059509277
Low Tox 0.121732734 Moderate Con 0.369 Humor_Satire
Jan 27, 2026 1 likes 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.