Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "There was not a need …" 2,035 comments · Page 30 of 82
Yes, we will speak up now. We have a voice that needs to be heard. What an evil govt, punishing there own Citizens, who pay their taxes.😢😢😢😢😢
Yes, we will speak up now. We have a voice that needs to be heard. What an evil govt, punishing there own Citizens, who pay their taxes.😢😢😢😢😢
Identity Attack0.026408968
Insult0.25205973
Profanity0.038655918
Threat0.018364733
Severe Toxicity0.0059509277
Low Tox 0.29405528 Moderate Con 0.469 Call_To_Action
Aug 27, 2025 18 likes Why Canadians Are Turning Against …
Enough - we are full. If it was done properly no problem. I have heard from them that Canada is a joke. We need quality, not quantity!!!! GET THEM OUT ALREADY AND FIRE THOSE RESPONSIBLE
Enough - we are full. If it was done properly no problem. I have heard from them that Canada is a joke. We need quality, not quantity!!!! GET THEM OUT ALREADY AND FIRE THOSE RESPONSIBLE
Identity Attack0.060220852
Insult0.16989174
Profanity0.027137227
Threat0.17016006
Severe Toxicity0.0104522705
Low Tox 0.29405528 Moderate Con 0.396 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
this is one case where i think nuclear weaponry is needed to make canada canadian again
this is one case where i think nuclear weaponry is needed to make canada canadian again
Identity Attack0.14019285
Insult0.034562174
Profanity0.035148825
Threat0.34864578
Severe Toxicity0.023076924
Low Tox 0.29405528 Low Con 0.227 Fear_Threat
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is there are just to many off them. Then too many have gotten very arrogant saying thing like this our country now. Taking over cities street with loud music for some wedding and …
The problem is there are just to many off them. Then too many have gotten very arrogant saying thing like this our country now. Taking over cities street with loud music for some wedding and to those who also live on the street cannot even park there car or live in there homes due to the loud noise. No permit, just taking over. The other problem the last few years immigrations number have skyrocket and 90% of them our Indians. The government should have never let such a large group from one country enter. Meanwhile as climate change happen a lot of countries will be in trouble and the people will need to go somewhere. Iran has only 3% of there water reserve left. India has ruin there country and so has China with pollution and dumping of heavy metel in river and lakes. Meanwhile the Caribbean is expected to be unlivable in 15 and 20 years. The USA we are expected to lose 100 miles of our coastline. That area is where 50% of Americans lives. Pretty soon it will be everyone for themselves if certain country do not look at the long term picture. Also the lifestyle we are living today is just not sustainable.
Identity Attack0.2783691
Insult0.24835461
Profanity0.07385241
Threat0.01254427
Severe Toxicity0.010681152
Low Tox 0.2922276 Constructive 0.629 Fear_Threat
Dec 7, 2025 Why Canadians Are Turning Against …
We need a video on the indian problem in texas, abbott gets way too much credit when he's basically facilitating a full blown invasion, pretty soon texas will be like this.
We need a video on the indian problem in texas, abbott gets way too much credit when he's basically facilitating a full blown invasion, pretty soon texas will be like this.
Identity Attack0.32184324
Insult0.10294484
Profanity0.06044999
Threat0.03649433
Severe Toxicity0.013866014
Low Tox 0.29039988 Moderate Con 0.377
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is too generous by far. We need to go back to the good system we had under PM Harper. We also need to enforce our laws and kick the illegals out. Or the very …
Canada is too generous by far. We need to go back to the good system we had under PM Harper. We also need to enforce our laws and kick the illegals out. Or the very least, cut off the social programs to these people.
Identity Attack0.28034934
Insult0.07555214
Profanity0.022628209
Threat0.33609006
Severe Toxicity0.014576134
Low Tox 0.29039988 Constructive 0.515 Policy_Critique
Feb 17, 2026 10 likes LILLEY UNLEASHED: The fall of …
We all know what needs to be cut and it’s not my throat
We all know what needs to be cut and it’s not my throat
Identity Attack0.014852738
Insult0.037980765
Profanity0.12158839
Threat0.34804323
Severe Toxicity0.01644827
Low Tox 0.29039988 Moderate Con 0.332 Humor_Satire
Jan 12, 2026 Canada’s new rules in 2026
The CBC is a joke and needs to be abolished ASAP.
The CBC is a joke and needs to be abolished ASAP.
Identity Attack0.013144426
Insult0.2659317
Profanity0.03915693
Threat0.017846745
Severe Toxicity0.0051498413
Low Tox 0.28857216 Low Con 0.186
Aug 1, 2018 How much do refugees and …
Yo, love your channel. Just found it. Been bingeing all day. Keep exposing the truth unapologetically. All with a phone. Crazy, all u need is a good phone cam.
Yo, love your channel. Just found it. Been bingeing all day. Keep exposing the truth unapologetically. All with a phone. Crazy, all u need is a good phone cam.
Identity Attack0.01666154
Insult0.17610447
Profanity0.14578357
Threat0.017674083
Severe Toxicity0.009269714
Low Tox 0.28857216 Constructive 0.533 Meta_Commentary
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton …
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton and Mississauga are total FRAUD and making money from these students. They should be stopped. I have been to IRCC page and it is extremely easy to let criminals in this country. Forced home invasions, Looting of Beer stores or LCBO. Looting of Jewelry stores. making illegal U turns in and around GTA has become a NORM. Garbage is everywhere. Fireworks is another major problems. They want to do it then do it in India. Don't bring this piece of shit in Canada. We have Canada day and couple others which are celebrated near Downtown Toronto and Niagara Falls. Go and watch. Queen is dead and no reason to have fireworks on stupid Victoria day. Abolish Victoria day or ban fireworks on that day.
Identity Attack0.14233272
Insult0.25205973
Profanity0.026317406
Threat0.011560392
Severe Toxicity0.008964539
Low Tox 0.28674445 Constructive 0.554 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that …
I don’t blame the immigrants, I blame our liberal government because they are the ones who are supposed to control the amount of people coming into the country. If I travel to another country that I want to live in or work in, I need to follow their rules, laws and respect their culture, not trash their country, and change their culture and country to my country. This is what has happened in Canada, too many fn people from India here and they’ve basically taken over everything in the country, again this is not their fault, it’s our own governments fault.
Identity Attack0.2949366
Insult0.16989174
Profanity0.059948977
Threat0.008272167
Severe Toxicity0.010528564
Low Tox 0.28674445 Constructive 0.559
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
We need immigrant we need each other to make a country , no people no country , love each other as a hold person . The hold world is in the because of Trump and …
We need immigrant we need each other to make a country , no people no country , love each other as a hold person . The hold world is in the because of Trump and his hate .
Identity Attack0.0775651
Insult0.23704576
Profanity0.023789622
Threat0.0070552654
Severe Toxicity0.0042915344
Low Tox 0.2855005 Moderate Con 0.48
Aug 25, 2025 Why Canadians Are Turning Against …
We need negative migration.
We need negative migration.
Identity Attack0.2816105
Insult0.054962315
Profanity0.03339528
Threat0.012854968
Severe Toxicity0.011444092
Low Tox 0.2854971 Low Con 0.29 Call_To_Action
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
WEF agenda. We need to break up this nation.
WEF agenda. We need to break up this nation.
Identity Attack0.10221587
Insult0.061801232
Profanity0.06295506
Threat0.34804323
Severe Toxicity0.013736901
Low Tox 0.2854971 Low Con 0.143 Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What!?!? They need to be deported by the millions, it’s not enough!!!
What!?!? They need to be deported by the millions, it’s not enough!!!
Identity Attack0.17459276
Insult0.06757036
Profanity0.02932342
Threat0.1115629
Severe Toxicity0.011444092
Low Tox 0.2854971 Low Con 0.202
Dec 31, 2025 Deportations From Canada at Their …
This is an interesting issue. I have lived in both Brampton and Surrey, and there is some real issues with immigration. But the homeless you showed made me think about the other side of the …
This is an interesting issue. I have lived in both Brampton and Surrey, and there is some real issues with immigration. But the homeless you showed made me think about the other side of the coin, these Indian immigrants would probably do a better job feeding our own homeless if they were aware they were welcome. Things like garbage and stuff, indians have less civil duty because their own cultural issues. But they have a sense of duty of family and community. So we need to hold our goverment responsible for not handling emmigration properly, but also if have compassion and bring these people into our communities as well, then you will feel a new sense of duty from them. Its a tough issue on both sides that our goverments are forcing us the people to deal with
Identity Attack0.2949366
Insult0.22303216
Profanity0.07999486
Threat0.007870848
Severe Toxicity0.0090789795
Low Tox 0.2854937 Constructive 0.853 Moral_Argument
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Yup replace farms with immigrants we can’t afford! And don’t need.
Yup replace farms with immigrants we can’t afford! And don’t need.
Identity Attack0.2877625
Insult0.0836065
Profanity0.016821137
Threat0.009204263
Severe Toxicity0.009346008
Low Tox 0.2854903 Low Con 0.254
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Not near enough.All illegals,all overstays need to go immediately.
Not near enough.All illegals,all overstays need to go immediately.
Identity Attack0.2783691
Insult0.10294484
Profanity0.01887069
Threat0.051067904
Severe Toxicity0.010528564
Low Tox 0.2854903 Low Con 0.202 Policy_Critique
Dec 24, 2025 2 likes Deportations From Canada at Their …
Ban immigration from these countries for God sakes. It's over the quota You need to have quotas!!!
Ban immigration from these countries for God sakes. It's over the quota You need to have quotas!!!
Identity Attack0.28034934
Insult0.06757036
Profanity0.047674157
Threat0.011819307
Severe Toxicity0.011978149
Low Tox 0.2854903 Low Con 0.218 Call_To_Action
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
MASS DEPORTATIONS NEED TO START IMMEDIATELY
MASS DEPORTATIONS NEED TO START IMMEDIATELY
Identity Attack0.23391083
Insult0.035443626
Profanity0.035399333
Threat0.07476458
Severe Toxicity0.014769804
Low Tox 0.2854903 Low Con 0.138 Call_To_Action
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada needs an enema
Canada needs an enema
Identity Attack0.23163283
Insult0.14512913
Profanity0.069969244
Threat0.07093142
Severe Toxicity0.018707745
Low Tox 0.2854869 Low Con 0.183 Humor_Satire
Jan 11, 2026 Canada’s new rules in 2026
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my …
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my first nations music 🎶 super loudly and get all my brother's and sister's to join. Enough is enough. I lost my job to corporate restructuring and running out of ei now, and I am beyond pissed off! All the years worked and contributing to my ei insurance, should equal how many months of ei i should actually be eligible for, but nope, its only for a certain amount of weeks according to their unemployment rate, which is severely flawed, because how can their unemployment rate remain unchanged for so many years, when you hear of thousands losing their jobs. We are being lied to and deceived, and I am sick and tired of it and me and some of my family members have even contemplated changing our names to an indian name, just to get a job!!! That's when you know it's a serious problem! Immigrants need to go back to their own country! Our families are suffering, especially our youth and children! And I am so worried for my daughter's and granddaughter's. Their belief system isn't kind to us females.
Identity Attack0.02821777
Insult0.16846494
Profanity0.24910301
Threat0.013631714
Severe Toxicity0.014511578
Low Tox 0.2854869 Constructive 0.705 Personal_Narrative
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Identity Attack0.36702603
Insult0.13064787
Profanity0.024541125
Threat0.007948523
Severe Toxicity0.011138916
Low Tox 0.2854835 Low Con 0.18 Fear_Threat
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
18,000 😂😂😂 We need mass deportation of around 6 million.
18,000 😂😂😂 We need mass deportation of around 6 million.
Identity Attack0.2331515
Insult0.06319981
Profanity0.027683776
Threat0.11769595
Severe Toxicity0.012574885
Low Tox 0.2854835 Low Con 0.185
Dec 26, 2025 1 likes Deportations From Canada at Their …
we need help being invaded
we need help being invaded
Identity Attack0.17381613
Insult0.05086332
Profanity0.09260304
Threat0.13815513
Severe Toxicity0.017287504
Low Tox 0.2854835 Moderate Con 0.308 Fear_Threat
Oct 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)

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.