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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: "you should do a video …" 1,144 comments · Page 16 of 46
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Identity Attack0.3817989
Insult0.083359696
Profanity0.12220735
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.3389984 Moderate Con 0.358 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This guy got human trafficked for a youtube video. What a chad
This guy got human trafficked for a youtube video. What a chad
Identity Attack0.018470341
Insult0.33154017
Profanity0.13873272
Threat0.015602129
Severe Toxicity0.01393057
Moderate 0.3389984 Low Con 0.171 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton punjabis are crying on reddit about this video showing the truth. Absolutely wild. 😂😂😂
Brampton punjabis are crying on reddit about this video showing the truth. Absolutely wild. 😂😂😂
Identity Attack0.35948995
Insult0.25800487
Profanity0.19401662
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.167 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Crazy how i can smell this video.. 0_0
Crazy how i can smell this video.. 0_0
Identity Attack0.015958117
Insult0.08484049
Profanity0.17752954
Threat0.01187109
Severe Toxicity0.015867263
Moderate 0.3389984 Moderate Con 0.312 Humor_Satire
Nov 12, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very hard when every single store; walmart; Fast food is all India. Other races will not be hired, so all we see are India taking over every taxi and every single job. They can tolerate having all their family live in one house, as they buy multiple homes. These homes are left empty, until enough house are bought to take over a lane or an entire neighbourhood. They are not hostile; extremely friendly, yet not as concerned about wearing hair net or beard net or gloves when preparing food. (We are told most are friendly but to be mindful of those that wear their head wrap. (Timmins Ontario has been taken over) ... According to 2021 Census data from Statistics Canada, there were approximately 765 people of South Asian descent living in the Timmins census agglomeration. Recent estimates and community reports suggest this number has continued to grow through 2026, primarily driven by international students and economic immigration. Population Estimates and Demographics Indian Immigrants: As of the 2021 Census, 115 residents in Timmins were specifically listed as having India as their place of birth, a significant increase from 55 in 2016. South Asian Population: The broader "South Asian" visible minority group—which predominantly includes people of Indian heritage—numbered 765 in 2021, representing 1.9% of the total population. This was a sharp rise from only 165 people in 2016. International Students: A significant portion of the Indian community consists of students at Northern College. Reports indicate that since 2017, the college has enrolled nearly 2,000 international students, with approximately 96% originating from India. Recent Growth Trends (2022–2026) While the official 2026 Census data is not yet available, current local indicators point to a sustained increase in the Indian community: Rebounding Population: Mayor Michelle Boileau noted in 2024 that Timmins' population has reached its highest levels in over a decade due to immigration and industry opportunities. Newcomers: Since 2021, over 700 newcomers have arrived in Timmins through programs like the Rural and Northern Immigration Pilot (RNIP). Cultural Infrastructure: The growth of the community led to the establishment of the city's first Sikh temple to serve the expanding Sikh and Indian resident base. Note that "North American Indian" refers specifically to Indigenous First Nations people, of which there were approximately 2,640 in Timmins as of 2021. This is distinct from the population of people with origins in the country of India.
Identity Attack0.3817989
Insult0.19967617
Profanity0.048425674
Threat0.013321015
Severe Toxicity0.014705247
Moderate 0.3389984 Constructive 0.844
Jan 27, 2026 Inside Canada's Indian Invasion...
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay …
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay tax...i agree that there are people comeing who dont know english and the quality has gone down but its wrong to say no indian in homeless shelter and we dont pay tax....
Identity Attack0.36598656
Insult0.16766082
Profanity0.052183274
Threat0.010783645
Severe Toxicity0.015931819
Moderate 0.33836752 Constructive 0.654
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
omg! This video just ruined my day! I mean the content of this video just make me so upset! Why Canada changed so much? I just dont understand! I came here 10 years ago and …
omg! This video just ruined my day! I mean the content of this video just make me so upset! Why Canada changed so much? I just dont understand! I came here 10 years ago and I understand 10 years is long enough to change a lot of things but this much change is just not acceptable for me! Canadian people don't even dare to complain about Indian people in public because of the race issue! I worked in Brampton 4 years but I never go back there in last 5 years!
Identity Attack0.27875587
Insult0.14512913
Profanity0.07191269
Threat0.009618527
Severe Toxicity0.014576134
Moderate 0.3375374 Constructive 0.689 Personal_Narrative
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I can smell this video
I can smell this video
Identity Attack0.017264472
Insult0.06023245
Profanity0.1589207
Threat0.012958534
Severe Toxicity0.015609037
Moderate 0.3375374 Moderate Con 0.374 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I can smell this video
I can smell this video
Identity Attack0.017264472
Insult0.06023245
Profanity0.1589207
Threat0.012958534
Severe Toxicity0.015609037
Moderate 0.3375374 Moderate Con 0.374 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Andrew Callahan would’ve edited this video to make it seem like the Indians are amazing citizens and just got lost in the woods and ended up in America.
Andrew Callahan would’ve edited this video to make it seem like the Indians are amazing citizens and just got lost in the woods and ended up in America.
Identity Attack0.37082586
Insult0.16124763
Profanity0.10735235
Threat0.07399795
Severe Toxicity0.020257099
Moderate 0.3367073 Low Con 0.244 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As an immigrant myself I totally approve this video. It’s sickening and disrespectful how these new migrants want everything without working for it. The problems just keeps growing. I guess we’re learning nothing from the …
As an immigrant myself I totally approve this video. It’s sickening and disrespectful how these new migrants want everything without working for it. The problems just keeps growing. I guess we’re learning nothing from the British
Identity Attack0.37361985
Insult0.24630153
Profanity0.079025
Threat0.009592636
Severe Toxicity0.012962224
Moderate 0.33587718 Constructive 0.539
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Thanks for the video, but really I couldn't watch it till end, it is really disgusting..same is happening in many European countries.
Thanks for the video, but really I couldn't watch it till end, it is really disgusting..same is happening in many European countries.
Identity Attack0.1714862
Insult0.16788013
Profanity0.16729468
Threat0.012285355
Severe Toxicity0.013285006
Moderate 0.33421695 Constructive 0.561
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Uh oh, wait until papagut has a temper tantrum after seeing this video
Uh oh, wait until papagut has a temper tantrum after seeing this video
Identity Attack0.054763943
Insult0.16480011
Profanity0.1589207
Threat0.065292306
Severe Toxicity0.019095084
Moderate 0.33255672 Low Con 0.147 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I am Indian from India. AND I DONT FIND YOUR VIDEO RACIST. PLEASE USE THIS VIDEO TO EDUCATE FELLOW CANADIANS TO WAKE UP AND TAKE THIER COUNTRY BACK
I am Indian from India. AND I DONT FIND YOUR VIDEO RACIST. PLEASE USE THIS VIDEO TO EDUCATE FELLOW CANADIANS TO WAKE UP AND TAKE THIER COUNTRY BACK
Identity Attack0.28034934
Insult0.15343215
Profanity0.06195303
Threat0.013579931
Severe Toxicity0.017868511
Moderate 0.3317266 Constructive 0.532 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
why always african are no 1 in making these videos, canadian people concern i can understand, but these people have some different agenda
why always african are no 1 in making these videos, canadian people concern i can understand, but these people have some different agenda
Identity Attack0.38238457
Insult0.100019015
Profanity0.052934792
Threat0.008764107
Severe Toxicity0.013866014
Moderate 0.3308965 Moderate Con 0.316 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
this video is oneo fthise disinfo videos to promote division and hate ...stop it ...i think we should pass laws for ppl who try to oundermine or cause issue sin canada trying to undermine it …
this video is oneo fthise disinfo videos to promote division and hate ...stop it ...i think we should pass laws for ppl who try to oundermine or cause issue sin canada trying to undermine it and for those thatdont get it look up rusisa subversion plan to undermine western democracys then you will understand hwo wrong this channel is
Identity Attack0.050216515
Insult0.15982662
Profanity0.070942834
Threat0.017846745
Severe Toxicity0.012574885
Moderate 0.3302291 Moderate Con 0.33
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
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 …
i can smell this video.
i can smell this video.
Identity Attack0.01656105
Insult0.056133457
Profanity0.15195307
Threat0.012751401
Severe Toxicity0.014511578
Moderate 0.32919475 Moderate Con 0.35
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and …
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and often for the lowest pay. Yes, one percent may cause trouble, but that exists in every community. What’s really unfair is how brown immigrants are singled out, while no one makes videos when Indian students are dying or struggling. We’re not monkeys — we’re human beings, we’ve worked for decades building this country, often in silence and underpaid. Stop the racism. Canada is stronger when we live together, not when we tear each other down.”
Identity Attack0.3817989
Insult0.21836096
Profanity0.089370176
Threat0.019918699
Severe Toxicity0.014059683
Moderate 0.3286776 Constructive 0.735 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
God bless you for making these videos. All white countries are being ethnically replaced. Why are we the only country who needs to have diversity and multiculturalism?!?
God bless you for making these videos. All white countries are being ethnically replaced. Why are we the only country who needs to have diversity and multiculturalism?!?
Identity Attack0.381025
Insult0.07491849
Profanity0.087430455
Threat0.026997874
Severe Toxicity0.018836858
Moderate 0.3286776 Constructive 0.572 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Seems like this is happening everywhere with all different types of cultures...... im starting to think they aren't running from their country, they are residing here to take advantage of our broken systems..... until it …
Seems like this is happening everywhere with all different types of cultures...... im starting to think they aren't running from their country, they are residing here to take advantage of our broken systems..... until it gets patched, like a video game glitch..... insane
Identity Attack0.18705739
Insult0.26957804
Profanity0.07255927
Threat0.008686432
Severe Toxicity0.008735657
Moderate 0.3266089 Moderate Con 0.411
Jan 27, 2026 Inside Canada's Indian Invasion...
This video is well done and truthful. I just seen a video headline that read Punjabi rapper video “beating up white people” in Canada. Now that hurts. Thank you for sharing.
This video is well done and truthful. I just seen a video headline that read Punjabi rapper video “beating up white people” in Canada. Now that hurts. Thank you for sharing.
Identity Attack0.3817989
Insult0.0817555
Profanity0.044668075
Threat0.2836219
Severe Toxicity0.017416617
Moderate 0.3260917 Constructive 0.702
Aug 26, 2025 Why Canadians Are Turning Against …
This video is very sugar-coated - it's kinda bad, ngl I feel like my city lost its tradition and fell further to poverty, and it's so so so hard to get employed
This video is very sugar-coated - it's kinda bad, ngl I feel like my city lost its tradition and fell further to poverty, and it's so so so hard to get employed
Identity Attack0.030433474
Insult0.0836065
Profanity0.14930901
Threat0.0097738765
Severe Toxicity0.014898917
Moderate 0.3250515 Constructive 0.628 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Don't call yourself a journalist, and this video is not a pure journalism. You are just finding the bad things about Indians.
Don't call yourself a journalist, and this video is not a pure journalism. You are just finding the bad things about Indians.
Identity Attack0.31015682
Insult0.11978693
Profanity0.07449899
Threat0.009411395
Severe Toxicity0.010223389
Moderate 0.3250515 Moderate Con 0.332 Meta_Commentary
Jan 29, 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.