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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "We don’t have a government …" 1,794 comments · Page 24 of 72
I have no words strong enough to express the sadness and disappointment I feel toward the people who govern us. Their actions go beyond incompetence — they are a disservice to the country and to …
I have no words strong enough to express the sadness and disappointment I feel toward the people who govern us. Their actions go beyond incompetence — they are a disservice to the country and to all of us who work hard and expect better.
Identity Attack0.016862517
Insult0.36798462
Profanity0.021808386
Threat0.0073789097
Severe Toxicity0.0047302246
Moderate 0.33504707 Constructive 0.503
Nov 21, 2025 17 likes Thousands of refugees allowed into …
**What European settlers and colonial systems did to Canadian Indigenous women:** * Sexual violence against Canadian Indigenous women with little or no legal consequence. * Forced domestic labor and exploitation. * Loss of legal status …
**What European settlers and colonial systems did to Canadian Indigenous women:** * Sexual violence against Canadian Indigenous women with little or no legal consequence. * Forced domestic labor and exploitation. * Loss of legal status for women who married non-Indigenous men (under the Indian Act). * Destruction of matriarchal leadership structures. * Ignored disappearances and murders of Canadian Indigenous women. * Forced and coerced sterilizations without consent. **What they did to Canadian Indigenous children:** * Forced removal from families into residential schools. * Physical, sexual, and emotional abuse. * Bans on speaking Indigenous languages or practicing culture. * Malnutrition, medical neglect, and unsafe living conditions. * Deaths of children, many buried in unmarked graves. * Forced labor presented as “education.” **What they did to Canadian Indigenous men and leaders:** * Arrested, jailed, or killed leaders who resisted land theft. * Criminalized traditional governance systems. * Restricted movement with passes and permits. * Destroyed livelihoods by banning hunting and fishing. **What they did to Canadian Indigenous families and communities:** * Broke families apart through child removal policies. * Forced relocations to poor, remote land. * Starvation through controlled food rations. * Banned ceremonies, gatherings, and spiritual practices. * Chronic underfunding of housing, water, healthcare, and education. **What they did to Canadian Indigenous nations overall:** * Stole land without consent. * Broke, ignored, or manipulated treaties. * Imposed the Indian Act to control daily life. * Attempted to erase languages, cultures, and identities. * Created intergenerational trauma that continues today. These are established historical facts recognized by Canadian courts, survivor testimony, and national inquiries. Naming them accurately matters, because clarity is the first step toward truth.
Identity Attack0.36733335
Insult0.1662211
Profanity0.12551236
Threat0.13582869
Severe Toxicity0.022839356
Moderate 0.33421695 Constructive 0.631 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Sponsord by None Government Organization.....mass immigration is criminal
Sponsord by None Government Organization.....mass immigration is criminal
Identity Attack0.31307843
Insult0.21368977
Profanity0.024404489
Threat0.009799767
Severe Toxicity0.010223389
Moderate 0.33421695 Low Con 0.148
Apr 25, 2025 How much do refugees and …
Diversity in the federal government is behind these frauds because these burocrats itself their parents did the frauds
Diversity in the federal government is behind these frauds because these burocrats itself their parents did the frauds
Identity Attack0.07425626
Insult0.3388922
Profanity0.08549073
Threat0.008039144
Severe Toxicity0.007820129
Moderate 0.33338684 Low Con 0.142
Sep 30, 2025 1 likes IRCC Names India in Study …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free dental while I pay through the nose. And many such injustices. Many fake refugees claimants say they are gay when they are not claim life threatened at home country but as soon as get documents run home for a visit…lThis government needs to stop making us hardworking folks pay for these abusers cause they want to be so called politically correct. I remember when Trudeau told all the migrants Trump wouldn’t tolerate to come to Canada. What a plonker.
Identity Attack0.37879246
Insult0.25007802
Profanity0.04867618
Threat0.012958534
Severe Toxicity0.010910034
Moderate 0.33338684 Constructive 0.597
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Our tax dollars wasted on law abiding gun owners instead of criminals...what a joke the liberal Government is
Our tax dollars wasted on law abiding gun owners instead of criminals...what a joke the liberal Government is
Identity Attack0.05089863
Insult0.35161978
Profanity0.028230323
Threat0.008867673
Severe Toxicity0.005836487
Moderate 0.33255672 Low Con 0.211 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Thank you for covering Canada, the Canadian governement is a real mess. Incapable of doing much else then spending money.
Thank you for covering Canada, the Canadian governement is a real mess. Incapable of doing much else then spending money.
Identity Attack0.17614605
Insult0.3493834
Profanity0.02836696
Threat0.006738094
Severe Toxicity0.006980896
Moderate 0.33255672 Moderate Con 0.36 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
How can Canada government allow this?? Canada is great because all immigrants can become Canadians not Canada becoming Indian
How can Canada government allow this?? Canada is great because all immigrants can become Canadians not Canada becoming Indian
Identity Attack0.40447855
Insult0.14874944
Profanity0.029050145
Threat0.007081157
Severe Toxicity0.012703998
Moderate 0.33255672 Moderate Con 0.369 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian government is to blame for khalistani bs
Canadian government is to blame for khalistani bs
Identity Attack0.36273825
Insult0.26957804
Profanity0.21132572
Threat0.020609349
Severe Toxicity0.019740647
Moderate 0.3317266 Low Con 0.163 Policy_Critique
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
"Absent and clueless" can be extended to the entirety of Carnival Carney's government and to the bozo-in-chief himself...
"Absent and clueless" can be extended to the entirety of Carnival Carney's government and to the bozo-in-chief himself...
Identity Attack0.009989422
Insult0.36365277
Profanity0.050429728
Threat0.0067186756
Severe Toxicity0.0050735474
Moderate 0.3317266 Low Con 0.205 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I grew up in Edmonton in a very Indian part of town. It's not "Indian people " not at All!! Maybe mass migration is an issue, but it's not Indians. Maybe immigration scams but trust …
I grew up in Edmonton in a very Indian part of town. It's not "Indian people " not at All!! Maybe mass migration is an issue, but it's not Indians. Maybe immigration scams but trust me, every Indian I lived with was civically minded. Blame the scams ...not the people! That's the federal governments fault!! Indian people have lived here for decades and in the UK. Unfortunately the scams have hurt the community!! (Even listen to the people in the interviews. Some of the best people I've met, and they ARE part of my community. I do worry about the scams but that's it)
Identity Attack0.37361985
Insult0.24928534
Profanity0.08193458
Threat0.010809537
Severe Toxicity0.013866014
Moderate 0.3317266 Constructive 0.887 Solidarity
Jan 19, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
When immigrants are sick of immigration, you know there's a problem! I have no problem with someone coming to make their life and Canada better. The problem is with the immigrants that bring their problems …
When immigrants are sick of immigration, you know there's a problem! I have no problem with someone coming to make their life and Canada better. The problem is with the immigrants that bring their problems with them or take advantage of the host country, regardless of which country they move to or from. I was never brought up with racism. The problem with mass immigration is that the government of Canada is breeding racism!
Identity Attack0.36702603
Insult0.24493282
Profanity0.02522431
Threat0.0077025536
Severe Toxicity0.009918213
Moderate 0.3308965 Constructive 0.719
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice …
Not wanting your country to become Somalia, Africa, Mexico, India is not racist. Not wanting them in your government is not racist. Not wanting a bunch of any welfare dependent foreigners is not racist. Notice how only white western countries are being morally gaslit into believing its their responsibility to take care of the entire world.
Identity Attack0.38230872
Insult0.16758773
Profanity0.06495911
Threat0.010654188
Severe Toxicity0.012962224
Moderate 0.3302291 Moderate Con 0.304 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is by far one of the best videos on this topic I have seen. As a Canadian born and raised here I am considering selling everything and leaving. This government is crooked and no …
This is by far one of the best videos on this topic I have seen. As a Canadian born and raised here I am considering selling everything and leaving. This government is crooked and no accountability. With the last vote I am afraid that there is a lot of fraud even in the election process.
Identity Attack0.0543092
Insult0.36365277
Profanity0.049427703
Threat0.0066280556
Severe Toxicity0.0049972534
Moderate 0.3302291 Constructive 0.57
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
Indian population is about 1/3 in the UAE, but why you don't see these problems there? I would like to see what the UAE government do if these Indian try to push their Indian culture …
Indian population is about 1/3 in the UAE, but why you don't see these problems there? I would like to see what the UAE government do if these Indian try to push their Indian culture there. Lol... jail or sent home. We need real laws.
Identity Attack0.3817989
Insult0.15769513
Profanity0.06395709
Threat0.04686524
Severe Toxicity0.015867263
Moderate 0.32971194 Constructive 0.546
Sep 6, 2025 2 likes Why Canadians Are Turning Against …
The government allows it because of three reason: 1. Money laundering, 2. Cheapening the labor costs for their businesses (see nr. 1), 3. They despise and hate you.
The government allows it because of three reason: 1. Money laundering, 2. Cheapening the labor costs for their businesses (see nr. 1), 3. They despise and hate you.
Identity Attack0.049761772
Insult0.26196828
Profanity0.040910475
Threat0.012078222
Severe Toxicity0.0061035156
Moderate 0.32971194 Moderate Con 0.305 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
thank the liberal government for letting them all in and stealing every one’s jobs
thank the liberal government for letting them all in and stealing every one’s jobs
Identity Attack0.10221587
Insult0.2679134
Profanity0.040158957
Threat0.011223801
Severe Toxicity0.0064086914
Moderate 0.32971194 Low Con 0.292 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
The government should fire the immigrants that are working or don't hire them at all, ive had trouble looking in 2019 after I came back from visiting my family from Italy, I couldn't get a …
The government should fire the immigrants that are working or don't hire them at all, ive had trouble looking in 2019 after I came back from visiting my family from Italy, I couldn't get a job, I just gave up and im on a month to month and my cat is sick too
Identity Attack0.37082586
Insult0.16788013
Profanity0.042413518
Threat0.053654157
Severe Toxicity0.014188796
Moderate 0.32919475 Constructive 0.642
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I must say it is refreshing to hear the same opinion from immigrants that did things the correct legal way and for the right reasons. I thank all of you for speaking up surely you …
I must say it is refreshing to hear the same opinion from immigrants that did things the correct legal way and for the right reasons. I thank all of you for speaking up surely you can't be labeled racists etc for speaking the truth! I can tell you right now if I was to go to another country I would not get there illegally and take advantage of anything and everything I can from that countries government while showing hate for that very country. I sure as hell would not expect society in that country to bow down and be forced to accept and support the ways I knew from being from Canada. It blows my mind to see the level of entitlement and ignorance! Canada is dying........quick
Identity Attack0.28034934
Insult0.24630153
Profanity0.24910301
Threat0.010938995
Severe Toxicity0.017158391
Moderate 0.3286776 Constructive 0.759 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the …
it was always the indigenous playing the 'race card' ,wanting hand outs, made up the majority of criminal activity, dividing, demanding national political representation and governance. dad always said, when residence of reservations see the corruption from their own chiefs, theyll fight each other and one day 'new canadian' (once a minority cultural decent) will flood the country and then they can fight it out with natives. 'white' people cant afford to sustain natives and immigrant hand outs. both out populate 'white' canadians who pay the most taxes and have become the most discriminated. they wonder why existing canadian citizens birth numbers are down? high taxes, no assistance, high cost of living. we cant afford to raise big families. when they try bring in sharia law and christians become a minority, we will see another crusade
Identity Attack0.3817989
Insult0.21368977
Profanity0.041160982
Threat0.013579931
Severe Toxicity0.0125103295
Moderate 0.3281604 Constructive 0.557 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be looked at as this creates moles inside the Police and Government positions for these Criminal gangs from India and Pakistan to operate freely here.
Identity Attack0.36942887
Insult0.26196828
Profanity0.026727317
Threat0.011430934
Severe Toxicity0.0119018555
Moderate 0.3281604 Moderate Con 0.38 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Why treat foreigners with hospitality, when the foreigners don't appreciate anything they are given. If we did any of that disrespect in foreigners country. Really? Think about it. Why are so many allowing this?? Why …
Why treat foreigners with hospitality, when the foreigners don't appreciate anything they are given. If we did any of that disrespect in foreigners country. Really? Think about it. Why are so many allowing this?? Why tolerate it in our home country. These foreigners don't care. The elites don't care. The so call government dont care... why would any woman want to bring babies into this world to have them suffer just like every human generations pass. Yes... so true. Immigrants house all into groups no privacy. All work for little to nothing, shame on all ceos. Going against their own country men.
Identity Attack0.37292135
Insult0.21836096
Profanity0.07223598
Threat0.012751401
Severe Toxicity0.014511578
Moderate 0.32712606 Constructive 0.545
Sep 10, 2025 Why Canadians Are Turning Against …
That’s the Canadian government for us!!! Track them down and deport! 🤬
That’s the Canadian government for us!!! Track them down and deport! 🤬
Identity Attack0.28034934
Insult0.11616662
Profanity0.023311393
Threat0.13815513
Severe Toxicity0.014640691
Moderate 0.32712606 Low Con 0.236 Call_To_Action
Oct 3, 2025 IRCC Names India in Study …
Liberal government has absolutely ruined this country.
Liberal government has absolutely ruined this country.
Identity Attack0.14233272
Insult0.19967617
Profanity0.066963166
Threat0.019746035
Severe Toxicity0.007286072
Moderate 0.32712606 Low Con 0.234 Policy_Critique
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.