Hololive Superchat Exploration

  1. Google Drive

Data Gathering & Preparation

I scraped Hololyzer’s superchat data (https://hololyzer.net/youtube/). The dataset can be accessed from Google Drive at superchats/2024.csv.

I first substituted non-Latin channel names with their Latin counterparts. Then I parsed the superchats themselves, separating the currency and amount.

I encountered a problem when trying to convert the currency to USD; I found out that there are no easy ways to obtain exchange rates for a certain date. I have to either pay for an API service or manually download from sites like https://investing.com/. Here are some interesting services I found:

  1. https://github.com/fawazahmed0/exchange-api
  2. https://www.exchangerate-api.com/docs/free

In the end, I gave up and just used the latest exchange rates.

Top Channels per Currency

United Arab Emirates Dirham (AED)

Argentine Peso (ARS)

Australian Dollar (AUD)

Bulgarian Lev (BGN)

Bolivian Boliviano (BOB)

Brazilian Real (BRL)

Belarusian Ruble (BYN)

Canadian Dollar (CAD)

Swiss Franc (CHF)

Chilean Peso (CLP)

Colombian Peso (COP)

Costa Rican Colón (CRC)

Czech Koruna (CZK)

Danish Krone (DKK)

Dominican Peso (DOP)

Egyptian Pound (EGP)

Euro (EUR)

British Pound Sterling (GBP)

Guatemalan Quetzal (GTQ)

Hong Kong Dollar (HKD)

Honduran Lempira (HNL)

Hungarian Forint (HUF)

Indonesian Rupiah (IDR)

Israeli New Shekel (ILS)

Indian Rupee (INR)

Icelandic Króna (ISK)

Jordanian Dinar (JOD)

Japanese Yen (JPY)

Kenyan Shilling (KES)

South Korean Won (KRW)

Mexican Peso (MXN)

Malaysian Ringgit (MYR)

Nigerian Naira (NGN)

Nicaraguan Córdoba (NIO)

Norwegian Krone (NOK)

New Zealand Dollar (NZD)

Peruvian Sol (PEN)

Philippine Peso (PHP)

Polish Złoty (PLN)

Paraguayan Guaraní (PYG)

Qatari Riyal (QAR)

Romanian Leu (RON)

Serbian Dinar (RSD)

Saudi Riyal (SAR)

Swedish Krona (SEK)

Singapore Dollar (SGD)

Thai Baht (THB)

Turkish Lira (TRY)

Taiwan Dollar (TWD)

United States Dollar (USD)

Uruguayan Peso (UYU)

Vietnamese Đồng (VND)

South African Rand (ZAR)

Top Currencies per Channel

Airani Iofifteen

Akai Haato

Aki Rosenthal

Amane Kanata

Anya Melfissa

Ayunda Risu

AZKi

Cecilia Immergreen

Ceres Fauna

Elizabeth Rose Bloodflame

FUWAMOCO

Gawr Gura

Gigi Murin

Hakos Baelz

Hakui Koyori

Himemori Luna

Hiodoshi Ao

Hololive DEV_IS

Hololive English

Hololive Indonesia

Hololive JP

Hoshimachi Suisei

Houshou Marine

Ichijou Ririka

Inugami Korone

IRyS

Juufuutei Raden

Kaela Kovalskia

Kazama Iroha

Kobo Kanaeru

Koseki Bijou

Kureiji Ollie

La+ Darknesss

Minato Aqua

Momosuzu Nene

Moona Hoshinova

Mori Calliope

Murasaki Shion

Nakiri Ayame

Nanashi Mumei

Natsuiro Matsuri

Nekomata Okayu

Nerissa Ravencroft

Ninomae Ina’nis

Omaru Polka

Ookami Mio

Oozora Subaru

Otonose Kanade

Ouro Kronii

Pavolia Reine

Raora Panthera

Roboco

Sakamata Chloe

Sakura Miko

Shiori Novella

Shirakami Fubuki

Shiranui Flare

Shirogane Noel

Shishiro Botan

Takanashi Kiara

Takane Lui

Todoroki Hajime

Toki no Sora

Tokoyami Towa

Tsunomaki Watame

Usada Pekora

Vestia Zeta

Watson Amelia

Yozora Mel

Yukihana Lamy

Yuzuki Choco