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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: "How hard is it to …" 525 comments · Page 20 of 21
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Identity Attack0.019776696
Insult0.011768902
Profanity0.019963788
Threat0.008945347
Severe Toxicity0.0023937225
Low Tox 0.032391842 Constructive 0.559 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
I'm sympathetic to honest hard-working people. Free healthcare has made the dollar value 📉 dramatically. Most of these people have to leave
I'm sympathetic to honest hard-working people. Free healthcare has made the dollar value 📉 dramatically. Most of these people have to leave
Identity Attack0.0035517942
Insult0.015416925
Profanity0.010996987
Threat0.0063885585
Severe Toxicity0.000705719
Low Tox 0.03192045 Constructive 0.596 Economic_Argument
Jan 16, 2026 2.9 million Canadian temporary visas …
Supporting the people that come to your country and work hard and pay taxes and help build your country
Supporting the people that come to your country and work hard and pay taxes and help build your country
Identity Attack0.014249804
Insult0.0103248935
Profanity0.012073003
Threat0.006686311
Severe Toxicity0.0012874603
Low Tox 0.031449065 Moderate Con 0.344 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of the story. My brother is a journalist in NYC and he also amplifies voices that are so often drowned out by louder, flashier ones. As a Canadian, who was born in South Africa, but have grown up in BC since elementary school, I feel incredibly grateful for the opportunity this country has given my family. We all work hard to build on the values shared in this nation. I love learning about aspects of Canada that I am unfamiliar with, but ultimately help shape its identity. 🙏
Identity Attack0.0076585566
Insult0.01819439
Profanity0.014771583
Threat0.006686311
Severe Toxicity0.0011396408
Low Tox 0.03109552 Constructive 0.882 Solidarity
Oct 8, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Identity Attack0.013043936
Insult0.013364912
Profanity0.010160086
Threat0.0063950317
Severe Toxicity0.0011730194
Low Tox 0.030270588 Moderate Con 0.456 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
not just branmpton, theyre all over.. its hard to find other people here in brantford
not just branmpton, theyre all over.. its hard to find other people here in brantford
Identity Attack0.008842488
Insult0.01306091
Profanity0.01442999
Threat0.0074436385
Severe Toxicity0.0012302399
Low Tox 0.029563503 Moderate Con 0.434 Identity_Assertion
Feb 18, 2026 51 likes Inside Canada's Indian Invasion...
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so they can go raid those places, big love from Quebec keep up the journalism
Identity Attack0.0061416444
Insult0.010780896
Profanity0.011167783
Threat0.010990778
Severe Toxicity0.0014400482
Low Tox 0.028974265 Constructive 0.736
Jan 27, 2026 Inside Canada's Indian Invasion...
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
We are no kap it gets hard for us n the government keeps telling them to come for jobs and stuff but we barley hav for us thats already here
Identity Attack0.00621564
Insult0.013364912
Profanity0.01627459
Threat0.0071070488
Severe Toxicity0.0012397766
Low Tox 0.028031485 Moderate Con 0.454
Aug 26, 2025 Why Canadians Are Turning Against …
I really appreciate all your hard work,by watching your video I passed my test in 7 minutes,thank you so very much may God continue to bless!
I really appreciate all your hard work,by watching your video I passed my test in 7 minutes,thank you so very much may God continue to bless!
Identity Attack0.009767435
Insult0.010172892
Profanity0.021740068
Threat0.010447056
Severe Toxicity0.002632141
Low Tox 0.027913637 Constructive 0.636 Meta_Commentary
Dec 29, 2025 2 likes Canadian Citizenship Test 2025 – …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Let's just say.. When I was younger I was questioned about things being smuggled over the border from Canada by snowmobiles... It isn't hard to cross that border
Let's just say.. When I was younger I was questioned about things being smuggled over the border from Canada by snowmobiles... It isn't hard to cross that border
Identity Attack0.008509507
Insult0.011920903
Profanity0.011167783
Threat0.007301235
Severe Toxicity0.0011014938
Low Tox 0.027442247 Constructive 0.531 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless …
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless Indians. They push themselves hard in order to improve their lives and the lives of others around them.
Identity Attack0.018972786
Insult0.010894896
Profanity0.019690514
Threat0.00866054
Severe Toxicity0.002040863
Low Tox 0.027206551 Constructive 0.813 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I usually enjoy listening to Brian Lilley, but I think this one is a hard pass. We voted him out as leader and Premier for a reason!
I usually enjoy listening to Brian Lilley, but I think this one is a hard pass. We voted him out as leader and Premier for a reason!
Identity Attack0.0025158543
Insult0.015568925
Profanity0.01127026
Threat0.00666042
Severe Toxicity0.00076293945
Low Tox 0.026970858 Constructive 0.595 Meta_Commentary
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
THEY WORK!! and they WORK HARD! let's not ignore this fact.
THEY WORK!! and they WORK HARD! let's not ignore this fact.
Identity Attack0.0022198714
Insult0.013402912
Profanity0.011423977
Threat0.00636914
Severe Toxicity0.00077724457
Low Tox 0.02638162 Moderate Con 0.413 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Very simple,stay away from america. Its not that hard.
Very simple,stay away from america. Its not that hard.
Identity Attack0.0066920076
Insult0.005233958
Profanity0.000050042214
Threat0.0013771567
Severe Toxicity0.0000050033227
Low Tox 0.026341034
Jan 3, 2026
Atleast they’re working hard trying to provide for their families instead of “praying 12 hours a day”
Atleast they’re working hard trying to provide for their families instead of “praying 12 hours a day”
Identity Attack0.003366805
Insult0.014124917
Profanity0.010723713
Threat0.0058804373
Severe Toxicity0.0007390976
Low Tox 0.026263772 Moderate Con 0.308 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Without ice, you would be spending your hard-earned tax dollars on taking care of these people.
Without ice, you would be spending your hard-earned tax dollars on taking care of these people.
Identity Attack0.0031818156
Insult0.012072904
Profanity0.011714331
Threat0.007870848
Severe Toxicity0.0012588501
Low Tox 0.026145924 Low Con 0.297 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Identity Attack0.015757138
Insult0.010248893
Profanity0.015318131
Threat0.007948523
Severe Toxicity0.0017547607
Low Tox 0.02449606 Constructive 0.665 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
WOW! It is hard to believe that this can even be true!
WOW! It is hard to believe that this can even be true!
Identity Attack0.0019423875
Insult0.011540901
Profanity0.012926984
Threat0.0065180166
Severe Toxicity0.00088214874
Low Tox 0.023553278 Moderate Con 0.363 Meta_Commentary
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Now with a huge population it seems a vibrant place. Nothing really to complain about. Everyone can get by if they work hard.
Now with a huge population it seems a vibrant place. Nothing really to complain about. Everyone can get by if they work hard.
Identity Attack0.004069764
Insult0.010666896
Profanity0.013576009
Threat0.007961469
Severe Toxicity0.001077652
Low Tox 0.02249265 Constructive 0.502 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I have never laughed so hard. Thanks Tyler and Canada. 😂😂
I have never laughed so hard. Thanks Tyler and Canada. 😂😂
Identity Attack0.0051427023
Insult0.011540901
Profanity0.012004685
Threat0.0062267366
Severe Toxicity0.00096321106
Low Tox 0.022021262 Moderate Con 0.464 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
Identity Attack0.0034777985
Insult0.0114649
Profanity0.010535837
Threat0.006272047
Severe Toxicity0.000667572
Low Tox 0.021785567 Constructive 0.771 Economic_Argument
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.