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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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30,738 comments · Page 574 of 1230
There’s nothing like that ever it’s all alive. What you saying? This is just the wish of some bigots. You’re feeling all your doctors and other professional gaps and you’re given all the lower jobs …
There’s nothing like that ever it’s all alive. What you saying? This is just the wish of some bigots. You’re feeling all your doctors and other professional gaps and you’re given all the lower jobs from restaurants to any other lower jobs that Canadians don’t wanna do. Yes you’re right. An immigrant family can come here and six years later have a house because they share all the family by a house because they have a family value. The earlier arrivals here to buy house is a big dream they won’t make it except the privileged the work by family members and oil rigs are the professionals. This country use built by immigrants all it is the early arrivals and the late arrivals. To begin with this is a stolen country. At least the immigrants are coming by legal method, but the early arrivals they just stole it by killing the natives.
Identity Attack0.029208258
Insult0.0041088094
Profanity0.00017637847
Threat0.098194055
Severe Toxicity0.000037396847
Low Tox 0.23759988 Moral_Argument
Apr 15, 2025
The only pro thing is they're friendly to socialize with other than that they are toxic all round
The only pro thing is they're friendly to socialize with other than that they are toxic all round
Identity Attack0.028418748
Insult0.12521741
Profanity0.094542764
Threat0.007624879
Severe Toxicity0.0047302246
Low Tox 0.23739935 Moderate Con 0.341 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That …
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That was a lie....... Trudeau's libs were financially strapped when ndp and conservatives dominated the previous election. Trudeau got funding in the hundreds of millions by Indian investors in return the liberals configured the laws so these investors could make payday off all the Indians. Fake schools were huge, and trapped these indians into ridiculous housing arrangements. Then the liberals went too far by creating ridiculous visas for indiand for them to enter Canada like the nanny Visa called something else but they can take care of their own healthy family just to enter the country. Student visas allowed to work which turns into full time employment at liberal party hotspots like tim hortons and Amazon. They hire only Indians because the government pays half there salary Racism is extremely high and many communities have boycotted indian run establishments like in mine 2 groups went out of biz. It's a mess but Indians will slowly deteriorate. Will take time.
Identity Attack0.109318495
Insult0.16751462
Profanity0.025087673
Threat0.008945347
Severe Toxicity0.0049972534
Low Tox 0.23739935 Constructive 0.63 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
6:35 habibi come to pune
6:35 habibi come to pune
Identity Attack0.027815815
Insult0.03710241
Profanity0.08064143
Threat0.13815513
Severe Toxicity0.013801457
Low Tox 0.23739935 Low Con 0.283 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
That one: Zafar, stumbling & stuttering is the most laughable thing!
That one: Zafar, stumbling & stuttering is the most laughable thing!
Identity Attack0.008250522
Insult0.16802633
Profanity0.02474608
Threat0.012699619
Severe Toxicity0.0048446655
Low Tox 0.23739935 Low Con 0.176
Nov 23, 2025 IRCC Names India in Study …
ppl need to rise up! Take arms!
ppl need to rise up! Take arms!
Identity Attack0.016259583
Insult0.029053112
Profanity0.02385794
Threat0.3297989
Severe Toxicity0.012130737
Low Tox 0.23739935 Low Con 0.212 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Migrants have become the Majority we Canadians are the minority. Sad really.
Migrants have become the Majority we Canadians are the minority. Sad really.
Identity Attack0.2795294
Insult0.07745308
Profanity0.013883443
Threat0.0063626673
Severe Toxicity0.0051116943
Low Tox 0.23739935 Moderate Con 0.437 Identity_Assertion
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
Young criminals crime must be stopped or deported
Young criminals crime must be stopped or deported
Identity Attack0.10221587
Insult0.070482984
Profanity0.04366605
Threat0.10236332
Severe Toxicity0.008277893
Low Tox 0.23739935 Low Con 0.153 Call_To_Action
Dec 29, 2025 Deportations From Canada at Their …
3:00 I bet he considers himself "expat" and not an "immigrant"
3:00 I bet he considers himself "expat" and not an "immigrant"
Identity Attack0.18235919
Insult0.07555214
Profanity0.04892669
Threat0.008052089
Severe Toxicity0.006828308
Low Tox 0.23739935 Low Con 0.291
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
This lady lied hardcore about the statics. Lol. You can go to Dearborn and see it.
This lady lied hardcore about the statics. Lol. You can go to Dearborn and see it.
Identity Attack0.010729378
Insult0.1662211
Profanity0.035399333
Threat0.007573096
Severe Toxicity0.0038337708
Low Tox 0.23739935 Low Con 0.269
May 23, 2019 1 likes How much do refugees and …
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
Identity Attack0.28034934
Insult0.06337463
Profanity0.013951761
Threat0.007197669
Severe Toxicity0.005760193
Low Tox 0.23739935 Low Con 0.3 Unverified_Claim
Nov 3, 2025 IRCC Names India in Study …
I speak from experience... It is a scam beyond what many would believe ... as well, the story a little while back about students from India being duped by unscrupulous persons at home leading them …
I speak from experience... It is a scam beyond what many would believe ... as well, the story a little while back about students from India being duped by unscrupulous persons at home leading them to come under false acceptance... they knew exactly what they were doing but one national media conveyed them as unwitting victims...
Identity Attack0.10221587
Insult0.16875735
Profanity0.032142747
Threat0.008815889
Severe Toxicity0.004005432
Low Tox 0.23739935 Constructive 0.725 Personal_Narrative
Sep 28, 2025 IRCC Names India in Study …
Listen. I can handle a good 30% racism here, but the comments got it to 74 and it's getting too much
Listen. I can handle a good 30% racism here, but the comments got it to 74 and it's getting too much
Identity Attack0.15517195
Insult0.05203446
Profanity0.055940874
Threat0.012026439
Severe Toxicity0.008735657
Low Tox 0.23739935 Moderate Con 0.453 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Doesn't even scratch the surface. West Canada has become super dangerous and temporary foreign worker program has scammed tax payers worse then Minnesota
Doesn't even scratch the surface. West Canada has become super dangerous and temporary foreign worker program has scammed tax payers worse then Minnesota
Identity Attack0.07673789
Insult0.16853803
Profanity0.02973333
Threat0.00814271
Severe Toxicity0.0043296814
Low Tox 0.23739935 Moderate Con 0.382 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canadian culture used to be the best culture but liberal government and recent migrants have ruined Canadian culture. Liberal policies have ruined jobs /justice system and freedom of speech and cost of living. Its so …
Canadian culture used to be the best culture but liberal government and recent migrants have ruined Canadian culture. Liberal policies have ruined jobs /justice system and freedom of speech and cost of living. Its so sad
Identity Attack0.21470967
Insult0.089778624
Profanity0.013405213
Threat0.008440462
Severe Toxicity0.0045394897
Low Tox 0.23739935 Moderate Con 0.471
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
Who love Hanuman
Who love Hanuman
Identity Attack0.22783615
Insult0.07016616
Profanity0.075468846
Threat0.009981008
Severe Toxicity0.01502803
Low Tox 0.23739935 Low Con 0.286 Advertisement_Spam
Feb 10, 2026 Inside Canada's Indian Invasion...
Its Simple , Europeans came 200 -300 years earlier than Asians. "Why" is irrelevant , At Least These Indians are going To American Continent with Some Sort of Documents and Visa.
Its Simple , Europeans came 200 -300 years earlier than Asians. "Why" is irrelevant , At Least These Indians are going To American Continent with Some Sort of Documents and Visa.
Identity Attack0.2808415
Insult0.07840354
Profanity0.0569429
Threat0.009825659
Severe Toxicity0.01121521
Low Tox 0.23739935 Low Con 0.155 Comparative_Framing
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Toronto and it has so much indians
I live in Toronto and it has so much indians
Identity Attack0.2816105
Insult0.06687108
Profanity0.06546012
Threat0.009048914
Severe Toxicity0.009536743
Low Tox 0.23739935 Moderate Con 0.435 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Tyler missed the smells of India so without having to travel all the way back there this was the easiest thing to do 😂
Identity Attack0.21668483
Insult0.07840354
Profanity0.075792134
Threat0.008466354
Severe Toxicity0.009460449
Low Tox 0.23739935 Moderate Con 0.463 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Militarized Migration is a weapon of war.
Militarized Migration is a weapon of war.
Identity Attack0.14233272
Insult0.0573046
Profanity0.030138692
Threat0.044278983
Severe Toxicity0.008544922
Low Tox 0.23739935 Low Con 0.15 Fear_Threat
Jun 22, 2025 How Canada broke its immigration …
that guy on the bike is going to prison I think
that guy on the bike is going to prison I think
Identity Attack0.009545447
Insult0.05262003
Profanity0.041160982
Threat0.13815513
Severe Toxicity0.0066375732
Low Tox 0.23739935 Low Con 0.252 Question
Feb 13, 2026 Inside Canada's Indian Invasion...
It's gone full blow Canadian wide now!
It's gone full blow Canadian wide now!
Identity Attack0.11744241
Insult0.0638991
Profanity0.05543986
Threat0.13815513
Severe Toxicity0.010986328
Low Tox 0.23739935 Low Con 0.254
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Deport Deport
Deport Deport
Identity Attack0.10221587
Insult0.059061307
Profanity0.033144772
Threat0.035113025
Severe Toxicity0.012833111
Low Tox 0.23739935 Moderate Con 0.32 Call_To_Action
Oct 1, 2025 IRCC Names India in Study …
Hey bamboo across street gets 3500 month plus 4 kid child tax no English, will never work just rents from black rock government pays all.give Canadian that money to have more kids.
Hey bamboo across street gets 3500 month plus 4 kid child tax no English, will never work just rents from black rock government pays all.give Canadian that money to have more kids.
Identity Attack0.10221587
Insult0.16053712
Profanity0.023652986
Threat0.00746953
Severe Toxicity0.0064086914
Low Tox 0.23739935 Low Con 0.249
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers to dictate how they can live here. It’s not like what it was where we need to be qualified to live and immigrate to Canada. Now these new comers are trashing our parks, scamming good samaritans, scheming to get support from our government, and lastly, changing the demographics in Canada. Our laws need a better champion so the majority of good law abiding, good hearted, true Canadian citizens a better Canada. A Canada that allows good lawful immigrants to create a good future for their families. Adapting to our Canadian ways like , qualifying for work base on knowledge, skill, adaptability, acceptance, tolerance, and the heart to show love not on the base of the color of your skin, religion, nationality, gender, or creed. Canada is so much more and shouldn’t be changed by new comers that want to push their ways, beliefs, religion and agenda for their own benefit. No Canadian should be pushed to accept these new comers ways into our future.
Identity Attack0.17847598
Insult0.16337912
Profanity0.030389199
Threat0.009955117
Severe Toxicity0.007286072
Low Tox 0.23739935 Constructive 0.645
Aug 25, 2025 Why Canadians Are Turning Against …

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.