initial commit

.gitignore

@@ -0,0 +1,6 @@
+__pycache__/
+.ipynb_checkpoints
+.vscode
+*.xlsx
+*.ipynb
+templates/

README.md

@@ -11,3 +11,18 @@ license: creativeml-openrail-m
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+Outstanding Issue - 
+
+1. Connect straight from HF Dataset
+    - have 4 datasets to deploy here.
+    - cannot mass send to the same dataset "space"
+    - (possible solution) need to create 4 separate HF dataset space
+
+2. Github Actions to automate the scraping 
+    - Currently, doing manually scraping by running the scraping script
+    - need to update the ini file for the latest chapter before scraping 
+    - Currently thought-of solution - update the ini file then push to repo to start the scraping 
+    - TODO: create the Github Actions to run the scraper, as well as push the the csv to Github repo 
+
+

app.py

@@ -0,0 +1,177 @@
+import plotly.graph_objects as go
+import plotly.express as px
+import streamlit as st
+import pandas as pd
+import numpy as np
+from src.arcs import generate_arc
+from src.preprocess import get_last_known_bounty, get_latest_age, get_main_crew
+from configparser import ConfigParser, ExtendedInterpolation
+import warnings
+warnings.filterwarnings("ignore")
+
+# all_dims = ['Chapter', 'Appearance', 'Arc', 'Character', 'Appearance Notes']
+
+pl_config = ConfigParser(interpolation=ExtendedInterpolation())
+pl_config.read('cfg/cfg.ini')
+
+end_chap = pl_config['SCRAPER'].getint('end_chap') + 1
+char_link_fp = pl_config['SCRAPER'].get('char_link_fp')
+chap_appearance_fp = pl_config['SCRAPER'].get('chap_appearance_fp')
+char_details_fp = pl_config['SCRAPER'].get('char_details_fp')
+age_bounty_fp = pl_config['SCRAPER'].get('age_bounty_fp')
+
+st.set_page_config(page_title='One Dash', layout = 'wide', initial_sidebar_state = 'auto')
+
+@st.cache(suppress_st_warning=True)
+def generate_df():
+    appearance_df = pd.read_csv(chap_appearance_fp)
+    char_details_df = pd.read_csv(char_details_fp)
+    df_age_bounty = pd.read_csv(age_bounty_fp)
+    return appearance_df, char_details_df, df_age_bounty
+
+@st.cache(suppress_st_warning=True)
+def fig_app_by_arc(appearance_df, height):
+    fig_app_by_arc = px.histogram(appearance_df[appearance_df['Appearance'].isin(appearance_df['Appearance'].value_counts().head(20).index.tolist())], 
+                                x='Appearance', 
+                                color = 'Arc', 
+                                barmode='group',
+                                labels={
+                                    "Appearance": "Name",
+                                    "counts": "Counts"
+                                },
+                                height = height
+                                )
+
+    fig_app_by_arc.update_layout(
+                                xaxis_title="Name",
+                                yaxis_title="",
+                                )
+    return fig_app_by_arc
+
+@st.cache(suppress_st_warning=True)
+def fig_app_by_arc_sunburst(appearance_df):
+    fig_app_by_arc_sunburst = px.sunburst(appearance_df[appearance_df['Appearance'].isin(appearance_df['Appearance'].value_counts().head(10).index.tolist())], 
+                                path = ['Appearance', 'Arc'],
+                                width = 800,
+                                height = 800)
+    return fig_app_by_arc_sunburst
+
+@st.cache(suppress_st_warning=True)
+def fig_latest_bounty(char_details_df, height):
+    df = char_details_df[char_details_df['last_bounty'] > 0]
+    df = df.sort_values(by = "last_bounty", ascending = False)
+    fig_latest_bounty = px.bar(df.head(50), 
+                            x = 'Name', 
+                            y = 'last_bounty', 
+                            width = 1000,
+                            height = height, 
+                            log_y = True)
+    fig_latest_bounty.update_layout(
+                                xaxis_title="Name",
+                                yaxis_title="Last Bounty",
+                                xaxis={'categoryorder':'total descending'}
+                                )
+    return fig_latest_bounty
+
+@st.cache(suppress_st_warning=True)
+def fig_latest_bounty_dist(char_details_df, height):
+    group_df = char_details_df[['main_crew','last_bounty']]
+    group_df = group_df.groupby(['main_crew']).sum()
+    group_df = group_df.sort_values(by= 'last_bounty', ascending=False)
+    fig_latest_bounty_dist = px.bar(group_df.head(20), 
+                                    x="last_bounty", 
+                                    height = height)
+
+    fig_latest_bounty_dist.update_layout(
+                                xaxis_title="Bounty Group",
+                                yaxis_title="",
+                                )
+    return fig_latest_bounty_dist
+
+@st.cache(suppress_st_warning=True)
+def fig_latest_age_to_bounty(df_age_bounty,height):
+    fig_latest_age_to_bounty = px.scatter(x = df_age_bounty['latest_age'], 
+                                        y=df_age_bounty['last_bounty'], 
+                                        color = df_age_bounty['Name'],
+                                        labels={
+                                            "latest_age": "Age",
+                                            "last_bounty": "Latest Bounty",
+                                            "Name": "Name"
+                                            },
+                                        height = height)
+    fig_latest_age_to_bounty.update_xaxes(tickangle=0)
+    fig_latest_age_to_bounty.update_layout(
+                                            xaxis_title="Age",
+                                            yaxis_title="Bounty Amount",
+                                            )
+    return fig_latest_age_to_bounty
+
+@st.cache(suppress_st_warning=True)
+def fig_age_to_bounty_by_crew(df_age_bounty, height):
+    fig_age_to_bounty_by_crew = px.scatter(x = df_age_bounty['latest_age'], 
+                                        y=df_age_bounty['last_bounty'], 
+                                        color = df_age_bounty['main_crew'],
+                                        labels={
+                                            "latest_age": "Age",
+                                            "last_bounty": "Latest Bounty",
+                                            "main_crew": "Crew"
+                                            },
+                                            height = height)
+    fig_age_to_bounty_by_crew.update_xaxes(tickangle=0)
+    fig_age_to_bounty_by_crew.update_layout(
+                                            xaxis_title="Age",
+                                            yaxis_title="Bounty Amount",
+                                            )
+    return fig_age_to_bounty_by_crew
+
+# @st.cache(suppress_st_warning=True, persist = True)
+def main():
+    appearance_df, char_details_df, df_age_bounty = generate_df()
+    # st.set_page_config(layout="wide")
+    height = 650
+
+    st.markdown(""" <style>
+                #MainMenu {visibility: hidden;}
+                footer {visibility: hidden;}
+                </style> """, 
+                unsafe_allow_html=True
+                )
+
+    # Select Plot Option
+    st.sidebar.markdown("## Character Appearance in each chapter")
+    char_appearance = st.sidebar.checkbox('Top 20 Character Appearance', value = True)
+    char_appearance_sunburst = st.sidebar.checkbox('Top 10 Character Appearance (Sunburst)', value = True)
+
+    st.sidebar.markdown("## Bounty")
+    char_bounty = st.sidebar.checkbox('Bounties (Descending order)', value = True)
+    latest_bounty = st.sidebar.checkbox('Bounty Distribution', value = False)
+    latest_age_to_bounty = st.sidebar.checkbox('Latest Bounty by age', value = False)
+    age_to_bounty_by_crew = st.sidebar.checkbox('Latest Bounty grouped by crew', value = False)
+
+    if char_appearance:
+        st.write("## Top 20 Character Appearance")
+        st.plotly_chart(fig_app_by_arc(appearance_df, height),use_container_width=True)
+
+    if char_appearance_sunburst:
+        st.write("## Top 10 Character Appearance!")
+        st.write("### Click on the name to expand on their info!")
+        st.plotly_chart(fig_app_by_arc_sunburst(appearance_df),use_container_width=True)
+
+    if char_bounty:
+        st.write("## Top 50 Latest bounty (log scaled)")
+        st.plotly_chart(fig_latest_bounty(char_details_df, height),use_container_width=True)
+
+    if latest_bounty:
+        st.write("## Top 50 Crews by Bounty")
+        st.plotly_chart(fig_latest_bounty_dist(char_details_df, height),use_container_width=True)
+
+    if latest_age_to_bounty:
+        st.write("## Bounty by Age")
+        st.plotly_chart(fig_latest_age_to_bounty(df_age_bounty,height),use_container_width=True)
+
+    if age_to_bounty_by_crew:
+        st.write("## Bounty by Age grouped by Crew")
+        st.plotly_chart(fig_age_to_bounty_by_crew(df_age_bounty, height), use_container_width=True)
+
+if __name__ == "__main__":
+    main()

cfg/cfg.ini

@@ -0,0 +1,9 @@
+[SCRAPER]
+char_link = True
+char_link_fp = data/char_link.csv
+chap_appearance = True
+chap_appearance_fp = data/onedash_chap_appearance.csv
+char_details = True
+char_details_fp = data/char_details.csv
+age_bounty_fp= data/age_bounty.csv
+end_chap = 1010

cfg/config.yaml

@@ -0,0 +1,9 @@
+scraper:
+  char_link: True
+  char_link_fp: data/char_link.csv
+  chap_appearance: True
+  chap_appearance_fp: data/onedash_chap_appearance.csv
+  char_details: True
+  char_details_fp : data/char_details.csv
+  age_bounty_fp: data/age_bounty.csv
+  end_chap : 1010

data/age_bounty.csv

@@ -0,0 +1,101 @@
+Name,affiliation,age,bounty,epithet,first,occupation,status,residence,dfname,last_bounty,latest_age,main_crew
+Shanks,Red Hair Pirates;[2] Four Emperors;[3] Roger Pirates (former)[4],27 (Chapter 1); 37 (Chapter 1 to 597);[6] 39 (Chapter 598 and onwards)[7],"4,048,900,000[10]","""Red-Haired Shanks"" (赤髪のシャンクス, Akagami no Shankusu?)[5]",Chapter 1; Episode 4[1],Pirate Chief;[5] Apprentice (former)[4],Alive,,,4048900000.0,39,Red Hair Pirates
+Monkey D. Luffy,Straw Hat Pirates;Ninja-Pirate-Mink-Samurai Alliance;Dadan Family (former);Impel Down (former),7 (debut);17 (pre-timeskip)[9];19 (post-timeskip)[10][11],"1,500,000,000[16]500,000,000[17][18]400,000,000[19]300,000,000[20]100,000,000[21]30,000,000[22]","Straw Hat Luffy (麦わらのルフィ, Mugiwara no Rufi?)[7]",Chapter 1;[1] Episode 1[2],Pirate; Captain[2]; Prisoner (former); Bandit (former),Alive,Foosha Village (former); Mt. Colubo (former); Rusukaina (former),Gomu Gomu no Mi,1500000000.0,19,Straw Hat Pirates
+Nami,"Straw Hat Pirates; Straw Hat Grand Fleet; Ninja-Pirate-Mink-Samurai Alliance; Arlong Pirates[2] (defected); Ganzack Pirates (movie, former); Golden Lion Pirates (movie, former)[3]",18 (debut)[11] 20 (after timeskip)[12][13],"66,000,000[18]16,000,000[19]","Cat Burglar (泥棒猫, Dorobō Neko?)[6]",Chapter 8; Episode 1[1],"Navigator; Pirate; Thief;[4] Pirate Officer[2] (Arlong Pirates, former); Kunoichi (temporary)[5]",Alive,"Cocoyasi Village (former) Weatheria (former, temporary)",,66000000.0,20,Straw Hat Pirates
+Alvida,"Buggy's Delivery,[2] Buggy and Alvida Alliance; Buggy Pirates (Acting Captain, temporarily); Alvida Pirates (formerly)",25 (debut)27 (after timeskip)[3],"5,000,000[1]","""Iron Mace"" (金棒, Kanabō?, English versions: ""Iron Club"")[1]",Chapter 2; Episode 1[1],Pirate Captain;[1],Alive,Karai Bari Island[2]; Goat Island (former),Sube Sube no Mi[5],5000000.0,27,"Buggy's Delivery,  Buggy and Alvida Alliance"
+Roronoa Zoro,Straw Hat Pirates[3]; Straw Hat Grand Fleet; Ninja-Pirate-Mink-Samurai Alliance,19 (debut)[10] 21 (after timeskip)[11][12],"320,000,000[17]120,000,000[18]60,000,000[19]","""Pirate Hunter Zoro"" (海賊狩りのゾロ, Kaizoku Gari no Zoro?)[8]",Chapter 3; Episode 1[2],Swordsman; Pirate;[3] Crew Combatant; Rōnin (temporary);[4] Bounty Hunter (former)[5],Alive,"Shimotsuki Village (former) Kuraigana Island (former, temporary)",,320000000.0,21,Straw Hat Pirates 
+Buggy,Buggy's Delivery[2]; Buggy Pirates[3]; Buggy and Alvida Alliance[4]; Seven Warlords of the Sea (former)[5]; Roger Pirates (former)[6]; Impel Down (former)[7],37 (debut);39 (after timeskip)[8],"15,000,000[12]","""Buggy the Clown"" (道化のバギー, Dōke no Bagī?)[3];""Buggy the Star Clown"" (千両道化のバギー, Senryō Dōke no Bagī?, English versions: Buggy the Genius Jester)[5]",Chapter 9; Episode 4[1],Pirate Captain[3]; Warlord of the Sea (former)[5]; Apprentice (former)[6]; Prisoner of the Great Prison (former)[7],Alive,Karai Bari Island[2];Orange Town (former)[1],Bara Bara no Mi,15000000.0,39,Buggy's Delivery 
+Kuro,Black Cat Pirates,33 (debut)35 (after timeskip)[3],"16,000,000[5][6]","""Kuro of a Hundred Plans"" (百計のクロ, Hyakkei no Kuro?, English: ""Kuro of a Thousand Plans"")",Chapter 23; Episode 9[1],"Butler (former), Pirate Captain",Alive,Syrup Village (former),,16000000.0,35,Black Cat Pirates
+Usopp,Straw Hat Pirates; Straw Hat Grand Fleet; Ninja-Pirate-Mink-Samurai Alliance; Usopp Pirates (disbanded),17 (debut)[9] 19 (after timeskip)[10][11],"200,000,000[15]30,000,000[16]","""King of Snipers"" (狙撃の王様, Sogeki no Ō-sama?, ""Sniper King"" (Viz))[6]; ""God"" (ゴッド, Goddo?)[7]; ""Hana Arashi"" (鼻嵐, Hana Arashi?) (temporary, former)",Chapter 23; Episode 8[1],Sniper; Pirate; Toad Oil Salesman (temporary);[2] Captain (former),Alive,"Syrup Village (former) Boin Archipelago (former, temporary)",,200000000.0,19,Straw Hat Pirates
+Jango,Marines; Black Cat Pirates (former),27 (debut)29 (after timeskip)[3],"9,000,000[5]","""One-Two"" Jango (as a pirate) (1・2のジャンゴ, Ichi Ni no Jango?);""Double-Crosser Jango"" (Marine) (寝返りのジャンゴ, Negaeri no Jango?)[2]",Chapter 25; Episode 9,"Marine Lieutenant Commander;[1] Marine Seaman Recruit (promoted); Pirate (former); Captain (former), First Mate (former), Dancer (former)",Alive,,,9000000.0,29,Marines
+Buchi,Black Cat Pirates,21 (debut)23 (after timeskip)[2],"7,000,000 (with Sham)[2]","""Nyaban Brothers"" (ニャーバン兄弟（ブラザーズ）,  Nyāban Burazāzu?) (English versions: ""Meowban Brothers"")",Chapter 31; Episode 13[1],"Pirate Officer[2], Ship Guard",Alive,,,7000000.0,23,Black Cat Pirates
+Sham,Black Cat Pirates[1],21 (debut)23 (after timeskip)[2],"7,000,000 (with Buchi)[2]","""Nyaban Brothers"" (ニャーバン兄弟 (ブラザーズ),  Nyāban Burazāzu?) (English versions: ""Meowban Brothers"")",Chapter 31; Episode 13[1],Pirate Officer;[2] Ship Guard[1],Alive,,,7000000.0,23,Black Cat Pirates 
+Arlong,Arlong Pirates;[1] Sun Pirates (former)[2]; Impel Down (former),39 (debut)41 (after timeskip)[4],"20,000,000[7]","""Arlong the Saw"" (ノコギリのアーロン, Nokogiri no Āron?) (English versions: ""Saw-Tooth Arlong"")[1]",Chapter 69; Episode 31[1],Pirate;[3] Captain;[1] Prisoner of the Great Prison (former),Alive,Fish-Man District (former) Arlong Park (former),,20000000.0,41,Arlong Pirates
+Sanji,Straw Hat Pirates[2]; Straw Hat Grand Fleet; Ninja-Pirate-Mink-Samurai Alliance; Vinsmoke Family (former)[3]; Baratie (resigned)[1] Germa Kingdom (defected)[4],19 (debut)[13] 21 (after timeskip)[14][15][16],"330,000,000[21]177,000,000 (Only Alive)[22]77,000,000[23]","""Black Leg"" (黒足, Kuro Ashi?)[6]",Chapter 43; Episode 20[1],Cook[1]; Pirate[2]; Sous Chef (former)[1]; Prince (former)[3]; Cart Vendor (temporary)[5],Alive,"Baratie (former)[1]; Germa Kingdom (former)[3];Momoiro Island (former, temporary)",,330000000.0,21,Straw Hat Pirates 
+Krieg,Krieg Pirates[2],42 (debut)44 (after timeskip)[6],"17,000,000[9]","""Don Krieg"" (首領（ドン）・クリーク, Don Kurīku?);""Pirate Fleet Admiral"" (海賊艦隊提督, Kaizoku Kantai Teitoku?)[3][4];""Ruler of the East Blue"" (東の海（イースト･ブルー）の覇者, Īsuto Burū no Hasha?)[5];""Foul Play Krieg"" (ダマシ討ちのクリーク, Damashi-uchi no Kurīku?)[5]",Chapter 45; Episode 21[1],Pirate; Captain/Admiral[1],Alive,,,17000000.0,44,Krieg Pirates 
+Gin,Krieg Pirates,25 (debut)27 (after timeskip)[3],"12,000,000[3]","Gin the ""Man-Demon"" (鬼人のギン, Kijin no Gin?, 4Kids: ""Diablo""; FUNimation: ""Cold-Hearted Demon"")[1]",Chapter 44; Episode 21,Pirate; Combat Commander,Unknown,,,12000000.0,27,Krieg Pirates
+Hatchan,Takoyaki 8; Arlong Pirates[1] (former); Sun Pirates (former)[2],36 (debut)38 (after timeskip)[4],"8,000,000[4]","Six-Sword Style Hachi (六刀流のハチ, Rokutōryū no Hachi?)[3]",Chapter 69; Episode 31[1],Takoyaki seller; Pirate (former); Pirate Officer[1] (former),Alive,,,8000000.0,38,Takoyaki 8
+Chew,Arlong Pirates[2]; Sun Pirates (former)[3],33 (debut)35 (after timeskip)[5],"5,500,000[5]",,Chapter 69; Episode 31[1],Pirate Officer[2]; Sniper,Alive,,,5500000.0,35,Arlong Pirates 
+Kuroobi,Arlong Pirates[2]; Sun Pirates (former)[3],36 (debut)38 (after timeskip)[5],"9,000,000[5]",,Chapter 69; Episode 31[1],Pirate; Pirate Officer[2],Alive,,,9000000.0,38,Arlong Pirates 
+Gem,New Spiders Cafe; Baroque Works[2] (former),24 (debut)26 (after timeskip)[5],"10,000,000[5]","""Gem of the Border"" (国境のジェム, Kokkyō no Jemu?)[5]",Chapter 110; Episode 65[1],Cafe Employee; Officer Agent[2][3] (former); Sniper,Alive,,Bomu Bomu no Mi,10000000.0,26,New Spiders Cafe
+Mikita,New Spiders Cafe; Baroque Works (former)[2],22 (debut)24 (after timeskip)[5],"7,500,000[5]","""Courier"" (運び屋, Hakobi-ya?)[5]",Chapter 110; Episode 65[1],Cafe Pâtissier; Officer Agent[2][3] (former),Alive,,Kiro Kiro no Mi,7500000.0,24,New Spiders Cafe
+Nico Robin,"Straw Hat Pirates;Straw Hat Grand Fleet;Ninja-Pirate-Mink-Samurai Alliance;Baroque Works[2] (defected);Foxy Pirates (filler, temporary);Ohara Scholars (former);Revolutionary Army (former, temporarily);Slavery (former)",28 (debut)[3][10]30 (after timeskip)[11][12],"130,000,000[16]80,000,000[17]79,000,000[18]","""Devil Child"" (悪魔の子, Akuma no Ko?);[7]""Light of the Revolution"" (革命の灯, Kakumei no Tomoshibi?)[8]",Chapter 114; Episode 67[2],"Archaeologist;[3] Pirate; Geisha (temporary);[4] Assassin (former)[3]; Baroque Works Vice President[2] (former); Rain Dinners manager[5] (former); Revolutionary (former, temporarily); Slave (former)",Alive,"Ohara (former)Arabasta (former)Baltigo (former, temporary)",Hana Hana no Mi,130000000.0,30,Straw Hat Pirates
+Brogy,Giant Warrior Pirates (former),158 (debut)[1]160 (after timeskip)[2],"100,000,000","Brogy the Red Ogre (赤鬼のブロギー, Aka-Oni no Burogī?)",Chapter 115; Episode 71,Pirate; Captain (former),Alive,Elbaf (former)Little Garden,,100000000.0,160,Giant Warrior Pirates  
+Dorry,Giant Warrior Pirates (former)[1],158 (debut)[3]160 (after timeskip)[4],"100,000,000","Dorry the Blue Ogre (青鬼のドリー, Ao-Oni no Dorī?)",Chapter 116; Episode 71[1],Pirate; Captain (former)[1],Alive,Elbaf (former)Little Garden,,100000000.0,160,Giant Warrior Pirates   
+Galdino,Buggy's Delivery; Buggy and Alvida Alliance;[3]; Baroque Works[4] (formerly),35 (debut)37 (after timeskip)[6],"24,000,000 [6]","""Loan Shark"" (闇金, Yamikin?)[6]",Chapter 117; Episode 70[1],Pirate; Officer Agent[4] (former); Prisoner of the Great Prison (former),Alive,Karai Bari Island,Doru Doru no Mi[7],24000000.0,37,Buggy's Delivery
+Marianne,New Spiders Cafe; Baroque Works[3] (former),16 (debut)18 (after timeskip)[4],"29,000,000[4]","""Flag-Bearer of Freedom"" (自由の旗手マリアンヌ, Jiyū no Kishu Mariannu?)[4]",Chapter 117; Episode 70[2],Cafe Employee; Officer Agent[3] (former),Alive,,,29000000.0,18,New Spiders Cafe
+Bentham,Newkama Land;[2] Baroque Works[3] (former),30 (debut)32 (after timeskip)[4],"32,000,000[6]","""Bentham of the Wild"" (荒野のベンサム, Kōya no Bensamu?)[4]",Chapter 129; Episode 78[1],Queen of Newkama Land;[2] Officer Agent[3] (former); Prisoner of the Great Prison,Alive,,Mane Mane no Mi,32000000.0,32,Newkama Land
+Marshall D. Teach,Blackbeard Pirates;[2] Four Emperors;[3] Seven Warlords of the Sea (former);[4][5] Whitebeard Pirates[6] (defected)[7],38 (debut)[9]40 (after timeskip)[10],"2,247,600,000[14]0[15][13]","""Blackbeard"" (黒ひげ, Kurohige?)[2] (""Black Beard"" in the edited dub)",Chapter 223; Episode 146[1],Pirate;[2] Admiral;[8] Warlord of the Sea (former)[4][5],Alive,,Yami Yami no Mi,2247600000.0,40,Blackbeard Pirates
+Tony Tony Chopper,"Straw Hat Pirates; Straw Hat Grand Fleet; Ninja-Pirate-Mink-Samurai Alliance; Foxy Pirates (former, temporary)",15 (debut)[7] 17 (after timeskip)[8][9],100[12]50[13],"""Cotton Candy Lover"" (わたあめ大好き, Wataame Daisuki?)[5]",Chapter 134; Episode 81[1],"Doctor, Pirate",Alive,"Drum Island (former);Torino Kingdom (former, temporary)",Hito Hito no Mi,100.0,17,Straw Hat Pirates
+Daz Bonez,Baroque Works[1] (former),29 (debut)31 (after timeskip)[4],"75,000,000[4]","""The Killer"" (殺し屋, Koroshiya?)[2]",Chapter 160; Episode 103[1],Pirate; Assassin; Officer Agent[1] (former); Bounty Hunter (former),Alive,,Supa Supa no Mi[5],75000000.0,31,Baroque Works   
+Zala,New Spiders Cafe; Baroque Works[1] (Former),26 (debut)28 (after timeskip)[5],"35,000,000[5]","""Poison Spider Zala"" (毒グモのザラ, Doku Gumo no Zara?)[4]",Chapter 155;[2] Episode 103[3],Spiders Cafe Owner;[1] Assassin (Former);[4] Officer Agent[1] (Former),Alive,,Toge Toge no Mi[7],35000000.0,28,New Spiders Cafe
+Babe,New Spiders Cafe; Baroque Works[1] (former),28 (debut)30 (after timeskip)[3],"3,200,000[3]","""Catcher-Killing"" Babe (キャッチャー殺しのベーブ, Kyatchā-Goroshi no Bēbu?)[3]",Chapter 160; Episode 103[1],Cafe Delivery Boy[2]; Officer Agent[1] (former),Alive,,,3200000.0,30,New Spiders Cafe
+Drophy,New Spiders Cafe; Baroque Works[1] (former),49 (debut)51 (after timeskip)[2],"14,000,000[2]","""Town-Collapser"" Drophy (町落としのドロフィー, Machi Otoshi no Dorofī?)[2]",Chapter 160; Episode 103[1],Cafe Waitress; Officer Agent[1] (former),Alive,,Mogu Mogu no Mi,14000000.0,51,New Spiders Cafe
+Masira,Saruyama Alliance (Masira Pirates)[1],23 (debut)25 (after timeskip)[3],"23,000,000","""Salvage King"" Masira (サルベージ王マシラ, Sarubēji-Ō Mashira?)",Chapter 219; Episode 144[1],Pirate; Captain[1],Alive,Jaya,,23000000.0,25,Saruyama Alliance   
+Bellamy,Donquixote Pirates (former);[2] Bellamy Pirates[3] (former)[2],25 (debut)27 (after timeskip)[6],"195,000,000[2] 55,000,000[3]","""Bellamy the Hyena"" (ハイエナのベラミー, Haiena no Beramī?);[3]  ""Deadly Bullet of Dressrosa"" (ドレスローザの凶弾, Doresurōza no kyōdan?);[2]  ""The Big-Time Rookie"" (大型ルーキー, Ōgata Rūkī?)[4]",Chapter 222; Episode 146[1],Dyer; Pirate (former); Captain[3] (former)[2],Alive,Dressrosa (former)Notice (former),Bane Bane no Mi,195000000.0,27,Donquixote Pirates  
+Sarquiss,Bellamy Pirates[2],27[4],"38,000,000[2]","""Big Knife Sarquiss"" (ビッグナイフ・サーキース, Biggunaifu Sākīsu?)[2]",Chapter 222; Episode 146[1],Pirate;[2] First Mate[2] (former),Unknown,,,38000000.0,27,Bellamy Pirates 
+Shoujou,Saruyama Alliance (Shoujou Pirates)[1],25[2] (debut);27 (after timeskip),"36,000,000[4]","""Sonar King"" Shoujou (海底探索王ショウジョウ, Kaitei Tansaku Ō Shōjō?)",Chapter 226; Episode 147[1],Pirate; Captain[1],Alive,Jaya,,36000000.0,27,Saruyama Alliance   
+Mont Blanc Cricket,Saruyama Alliance; His original crew (former),41 (debut)43 (after timeskip)[3],"25,000,000[3]",,Chapter 227; Episode 148[1],Pirate; Captain,Alive,Lvneel (former) Jaya (former),,25000000.0,43,Saruyama Alliance
+Donquixote Doflamingo,Donquixote Pirates; Impel Down; Underworld;[2] World Government (secret);[3] Seven Warlords of the Sea (former);[1] Dressrosa (former)[4],39 (debut)[10]  41 (after timeskip)[11][12],"340,000,000[1]","""Heavenly Yaksha"" (天夜叉, Ten Yasha?, Viz: ""Heavenly Demon"")[8]",Chapter 233; Episode 151[1],Pirate; Captain; Prisoner of the Great Prison; Underworld Broker;[2] King of Dressrosa (former);[5] World Noble (former)[6],Alive,Mary Geoise (former)Spider Miles (former)Dressrosa (former),Ito Ito no Mi,340000000.0,41,Donquixote Pirates
+Bartholomew Kuma,Slavery; Seven Warlords of the Sea (former);[1] Revolutionary Army (former); Sorbet Kingdom (former),45 (debut)[5]47 (after timeskip)[6],"296,000,000[1]","""Tyrant"" (暴君, Bōkun?)[4]",Chapter 233; Episode 151[1],Pirate; Slave; Warlord of the Sea (former);[1] Revolutionary Officer (former);[2] King of Sorbet Kingdom (former),Alive,,Nikyu Nikyu no Mi,296000000.0,47,Slavery
+Foxy,Foxy Pirates[1],36 (debut)38 (after timeskip)[3],"24,000,000[1]","""Silver Fox"" (銀ギツネ, Gin-gitsune?)",Chapter 305; Episode 207[1],Pirate; Captain[1],Alive,,Noro Noro no Mi,24000000.0,38,Foxy Pirates 
+Franky,Straw Hat Pirates; Straw Hat Grand Fleet; Ninja-Pirate-Mink-Samurai Alliance; Franky Family (former); Tom's Workers (former),34 (debut)[9][10] 36 (after timeskip)[11][12],"94,000,000[5]44,000,000[6]","""Iron Man"" Franky (""鉄人""フランキー, Tetsujin Furankī?)[5], ""Cyborg"" Franky (""鉄人（サイボーグ）""フランキー, Saibōgu Furankī?)[6] (former)",Chapter 329; Episode 233[1],Shipwright; Dismantler; Underworld boss (former);[2] Bounty Hunter (former); Pirate,Alive,"Water 7 (former) Karakuri Island (former, temporary)",,94000000.0,36,Straw Hat Pirates
+Charlotte Linlin,Big Mom Pirates;[1] Rocks Pirates (former);[2] Four Emperors;[3] Charlotte Family[4],68[8],"4,388,000,000[10]500,000,000[11]50,000,000[11]","""Big Mom"" (ビッグ・マム, Biggu Mamu?)[13] (FUNimation Subs: Big Mam)""Evil Spirit"" (悪神, Akujin?)[14][15]",Chapter 651; Episode 571[1],Pirate Captain;[3] Queen of Totto Land[5],Alive,Whole Cake Island[1]Elbaf (former)[6],Soru Soru no Mi,4388000000.0,68,Big Mom Pirates
+Brook,Straw Hat Pirates;Straw Hat Grand Fleet;Ninja-Pirate-Mink-Samurai Alliance;Rumbar Pirates (former),38 (first death);[9]88 (debut);[10]90 (after timeskip)[11][12],"83,000,000[7]33,000,000[15]","""Humming Brook"" (鼻歌のブルック, Hanauta no Burukku?)[2]""Soul King"" (ソウルキング, Souru Kingu?)[7]",Chapter 442; Episode 337[1],Pirate; Musician; Swordsman; Captain (former); World-Famous Rock Star (former); Battle Convoy leader (former)[2],Alive,"Florian Triangle (former);Namakura Island (former, temporary)",Yomi Yomi no Mi[16],83000000.0,90,Straw Hat Pirates
+Gecko Moria,Thriller Bark Pirates (Mysterious Four);Seven Warlords of the Sea[2] (former)[3];Gecko Pirates (former),48 (debut)[5]50 (after timeskip)[6],"320,000,000[10][11]",,Chapter 449; Episode 343[1],Pirate Captain[4]Warlord of the Sea[2] (former)[3],Alive,,Kage Kage no Mi,320000000.0,50,Thriller Bark Pirates  
+Charlotte Lola,Rolling Pirates; Charlotte Family;[2] Thriller Bark Victim's Association (former),24 (debut)26 (after timeskip)[6],"24,000,000[5]","""Marriage Proposal Lola"" (求婚のローラ, Kyūkon no Rōra?)",Chapter 476; Episode 370[1],Pirate; Captain; Minister of Chocolate (former)[3],Alive,Cacao Island (former)[3],,24000000.0,26,Rolling Pirates
+Capone Bege,Fire Tank Pirates;[1] Big Mom Pirates[2] (former),40 (debut)[3]42 (after timeskip),"350,000,000[6]300,000,000[7]138,000,000[8]","""Gang"" (ギャング, Gyangu?)[1]",Chapter 498; Episode 392[1],Pirate; Captain;[1] Mafia don (former); Combatant (former)[2],Alive,,Shiro Shiro no Mi,350000000.0,42,Fire Tank Pirates
+Scratchmen Apoo,On Air Pirates[1]; Beasts Pirates[2],29 (debut)[4]31 (after timeskip)[5],"350,000,000[5]198,000,000[1]","""Roar of the Sea"" (海鳴り, Umi Nari?)[1]",Chapter 498; Episode 392[1],Pirate Captain; Musician;[1] Informant[3],Alive,,,350000000.0,31,On Air Pirates 
+Eustass Kid,Kid Pirates[1],21 (debut)[2]23 (after timeskip)[3],"470,000,000[3]315,000,000[1]","""Captain"" (キャプテン, Kyaputen?)[1]",Chapter 498; Episode 392[1],Pirate Captain[1],Alive,,Jiki Jiki no Mi,470000000.0,23,Kid Pirates 
+Killer,Kid Pirates;[2] Kurozumi Orochi (former)[3],25 (debut)[5]27 (after timeskip)[6],"200,000,000[6]162,000,000[10]","""Massacre Soldier"" (殺戮武人, Satsuriku Bujin?, Viz: ""Murder Machine"")[2]",Chapter 498; Episode 392[1],Pirate;[2] Combatant; Assassin (former)[3],Alive,,,200000000.0,27,Kid Pirates
+Urouge,Fallen Monk Pirates[1],45 (debut)[2]47 (after timeskip),"108,000,000[1]","""Mad Monk"" (怪僧, Kaisō?)[1]",Chapter 498; Episode 392[1],Pirate; Captain[1],Alive,,,108000000.0,47,Fallen Monk Pirates 
+Basil Hawkins,Hawkins Pirates;[1] Beasts Pirates[2],29 (debut)31 (after timeskip)[3],"320,000,000[7]249,000,000[8]","Magician (魔術師, Majutsushi?)[1]",Chapter 498; Episode 392[1],Pirate Captain;[1] Shinuchi,Alive,,Wara Wara no Mi,320000000.0,31,Hawkins Pirates
+Trafalgar D. Water Law,Heart Pirates;[1] Ninja-Pirate-Mink-Samurai Alliance; Seven Warlords of the Sea[2] (former);[3][4] Donquixote Pirates (defected)[5],24 (debut)[8]26 (after timeskip)[2],"500,000,000[12]440,000,000[13]200,000,000[14]","""Surgeon of Death"" (死の外科医, Shi no Gekai?)[1]",Chapter 498; Episode 392[1],Pirate; Captain;[1] Doctor;[6] Warlord of the Sea (former),Alive,Flevance (former);[7] Spider Miles (former),Ope Ope no Mi[15],500000000.0,26,Heart Pirates
+Bepo,Heart Pirates,20 (debut)22 (after timeskip)[5],500[8],,Chapter 498; Episode 392[1],Pirate; Navigator;[2] Guardians' helper[3],Alive,Zou (former)[4],,500.0,22,Heart Pirates
+Jewelry Bonney,Bonney Pirates[1],"22 (estimated, debut)[2]24 (estimated, after timeskip)","140,000,000[1]","""Big Eater"" (大喰らい, Ō-Gurai?)[1]",Chapter 498; Episode 392[1],Pirate; Captain[1],Alive,,,140000000.0,24,Bonney Pirates 
+X Drake,"Marines;[1][2] Drake Pirates;[1] Beasts Pirates (Tobiroppo, former);[3][4][5] Barrels Pirates (defected);[6] Ninja-Pirate-Mink-Samurai Alliance [7]",31 (debut)[10]33 (after timeskip)[11],"222,000,000[1]","""Red Flag"" (赤旗, Akahata?)[1]",Chapter 498; Episode 392[1],"Captain of SWORD;[2] Pirate Captain (undercover);[1] Shinuchi (undercover, former);[8][5] Marine Rear Admiral (former)[9]",Alive,,"Ryu Ryu no Mi, Model: Allosaurus",222000000.0,33,Marines
+Boa Hancock,Kuja; Kuja Pirates; Seven Warlords of the Sea ‡[1]; Slavery ‡[2],29 (debut)[4]31  (after timeskip)[5],"80,000,000[9]","""Snake Princess"" (蛇姫, Hebihime?);[3]""Pirate Empress"" (海賊女帝, Kaizoku Jotei?)[3]",Chapter 516; Episode 409[1],Pirate; Captain; Empress of Amazon Lily; Warlord of the Sea ‡; Slave ‡,Alive,Amazon Lily,Mero Mero no Mi,80000000.0,31,Kuja
+Boa Marigold,Kuja; Kuja Pirates[1],26 (debut)28 (after timeskip)[3],"40,000,000[3]",,Chapter 516; Episode 409[1],Pirate; Ruler of Amazon Lily; Slave (Former)[2],Alive,,"Hebi Hebi no Mi, Model: King Cobra",40000000.0,28,Kuja
+Boa Sandersonia,Kuja; Kuja Pirates[1],28 (debut) 30 (after timeskip)[3],"40,000,000[3]",,Chapter 516; Episode 409[1],Pirate[1]; Ruler of Amazon Lily; Slave (Former)[2],Alive,,"Hebi Hebi no Mi, Model: Anaconda",40000000.0,30,Kuja
+Jinbe,Straw Hat Pirates;[2] Ninja-Pirate-Mink-Samurai Alliance; Sun Pirates[3] (former); Ally of the Big Mom Pirates (former); Seven Warlords of the Sea[4] (former);[5] Ryugu Kingdom[6] (resigned);[7] Impel Down (former),44 (debut)[12]46 (after timeskip)[13],"438,000,000[14][15]250,000,000[16]76,000,000[17]","""Knight of the Sea"" Jinbe (海侠のジンベエ, Kaikyō no Jinbē?, English version: ""First Son of the Sea"")[1]""Boss Jinbe"" (ジンベエ親分, Jinbē Oyabun?)[6]",Chapter 528; Episode 430[1],Pirate; Helmsman; Captain (former);[8] Warlord of the Sea[4] (former);[5] Soldier[6] (former);[7] Prisoner of the Great Prison (former),Alive,Fish-Man District (former),,438000000.0,46,Straw Hat Pirates
+Squard,Subordinate of the Whitebeard Pirates; Maelstrom Spider Pirates[1],50 (debut) 52 (after timeskip)[3],"210,000,000[3]","""Maelstrom Spider"" (大渦蜘蛛, Ō Uzu Gumo?, Whirl Spider (Viz, FUNimation subs))",Chapter 551; Episode 460[1],Pirate; Captain[1],Alive,,,210000000.0,52,Subordinate of the Whitebeard Pirates
+Little Oars Jr.,Little Pirates;[2] Subordinate of the Whitebeard Pirates[1],70 (debut)[2]72 (after timeskip)[3],"550,000,000[2]",,Chapter 554; Episode 463[1],Pirate; Captain[1],Unknown,,,550000000.0,72,Little Pirates
+Curly Dadan,Dadan Family[2],43 (debut)53 (present day debut)55 (after timeskip)[4],"7,800,000[4]",,Chapter 440; Episode 324 (mentioned)[1]Chapter 568; Episode 477 (seen)[2],"Mountain Bandit Boss; Caretaker of Monkey D. Luffy, Portgas D. Ace, and Sabo (former)[2]",Alive,Mt. Colubo,,7800000.0,55,Dadan Family 
+Chadros Higelyges,"Caesar Clown (defected),[3] Centaur Patrol Unit[4] (defected); Brownbeard Pirates[2] (disbanded)[5]",43 (debut)45 (after timeskip)[7],"80,060,000[4]","""Brownbeard"" (茶ひげ, Chahige?);""Boss"" (as Centaur Patrol Unit Leader)[4]",Chapter 581; Episode 490[2],Leader of the Centaur Patrol Unit[4] (former); Pirate; Captain[2] (former[5]),Alive,,,80060000.0,45,"Caesar Clown  ,  Centaur Patrol Unit   "
+Bluejam,Bluejam Pirates[1],42 (12 years ago)[2],"14,300,000[2]",,Chapter 584; Episode 494[1],Pirate; Captain[1],Unknown,,,14300000.0,42,Bluejam Pirates 
+Sabo,Revolutionary Army; Dadan Family (former); Goa Kingdom (defected),10 (flashback debut)22 (Post Timeskip)[4],"602,000,000[7]",,Chapter 583; Episode 494[1],"Chief of Staff (参謀総長, Sanbō Sōchō?) of the Revolutionary Army;[2] Noble (former);[3] Pirate (former); Thief (former); Bandit (former)",Unknown,,Mera Mera no Mi,602000000.0,22,Revolutionary Army
+Demaro Black,Fake Straw Hat Crew[1],36[3],"26,000,000","""Three-Tongued"" Demaro Black (三枚舌のデマロ・ブラック, Sanmai-jita no Demaro Burakku?)(Viz, FUNimation: ""Triple-Tongued"")",Chapter 598; Episode 517[1],Pirate; Captain[1],Alive,,,26000000.0,36,Fake Straw Hat Crew 
+Caribou,"Caribou Pirates;[2] Fake Straw Hat Crew (former, temporary)[3]",32[6],"210,000,000[2]","""Wet-Haired Caribou"" (濡れ髪のカリブー, Nuregami no Karibū?)[2]",Chapter 600; Episode 519[1],Pirate; Captain;[1][2] Kidnapper[4],Alive,,Numa Numa no Mi,210000000.0,32,Caribou Pirates
+Coribou,"Caribou Pirates;[2] Fake Straw Hat Crew (former, temporary)[3][1]",29[5],"190,000,000[2]","""Blood-Splatterer"" Coribou (返り血のコリブー, Kaerichi no Koribū?)[2]",Chapter 600; Episode 519[1],Pirate; Captain[1][2],Alive,,,190000000.0,29,Caribou Pirates
+Pekoms,Big Mom Pirates;[1] Nox Pirates (former)[2],27[8],"330,000,000[5]",,Chapter 651; Episode 570[1],Combatant;[1] Broker[3],Alive,Zou (former)[6],Kame Kame no Mi,330000000.0,27,Big Mom Pirates
+Tamago,Big Mom Pirates[1],46[2],"429,000,000[4]","""Baron Tamago"" (タマゴ男爵, Tamago Danshaku?)",Chapter 651; Episode 570[1],Combatant;[1] Broker,Alive,Whole Cake Island,Tama Tama no Mi,429000000.0,46,Big Mom Pirates 
+Caesar Clown,Fire Tank Pirates (former);[2] Donquixote Pirates (former);[3][4] Marines and World Government (former)[5][6],40[6],"300,000,000[9]","""Master"" (M (マスター), Masutā?)[1]",Chapter 658; Episode 581[1],Scientist[5],Alive,Punk Hazard (Third Research Institute)(former),Gasu Gasu no Mi,300000000.0,40,Fire Tank Pirates  
+Yeti Cool Brothers,Caesar Clown[1],25[2],"20,000,000 (each)[4]","""Killers of the Snowy Mountain"" (雪山の殺し屋, Yukiyama no Koroshiya?)[1]",Chapter 665; Episode 591[1],Mercenaries;[1] Assassins;[2] Snipers,Unknown,,,20000000.0,25,Caesar Clown 
+Gladius,Donquixote Pirates[1],33[2],"31,000,000[4]",,Chapter 682; Episode 608[1],Pirate Officer[1],Alive,Spider Miles (former); Dressrosa (former),Pamu Pamu no Mi,31000000.0,33,Donquixote Pirates 
+Machvise,Donquixote Pirates[1],52[3],"11,000,000[5]",,Chapter 682; Episode 608[2],Pirate Officer[1],Alive,Spider Miles (former); Dressrosa (former),Ton Ton no Mi,11000000.0,52,Donquixote Pirates 
+Lao G,Donquixote Pirates[1],70[2],"61,000,000[4]",,Chapter 682; Episode 608[1],Pirate Officer[1],Alive,Spider Miles (former); Dressrosa (former),,61000000.0,70,Donquixote Pirates 
+Diamante,Donquixote Pirates[1],45[2],"99,000,000[4]",,Chapter 700; Episode 629[1],Pirate Executive Officer; Colosseum Proprietor (former); swordsman,Alive,Spider Miles (former)Dressrosa (former),Hira Hira no Mi,99000000.0,45,Donquixote Pirates 
+Trebol,Donquixote Pirates[1],49[2],"99,000,000[4]",,Chapter 700; Episode 629[1],Pirate Executive Officer;[1] Staff Officer; Sugar's Bodyguard,Alive,Spider Miles (former)Dressrosa (former),Beta Beta no Mi,99000000.0,49,Donquixote Pirates 
+Pica,Donquixote Pirates[1][2],40[3],"99,000,000[4]",,Chapter 700; Episode 629[1],Pirate Executive Officer,Alive,Spider Miles (former)Dressrosa (former),Ishi Ishi no Mi,99000000.0,40,Donquixote Pirates  
+Senor Pink,Donquixote Pirates[1],46[3],"58,000,000[2]",,Chapter 702; Episode 632 [1],Pirate Officer;[1] Assassin[2],Alive,Spider Miles (former); Dressrosa (former),Sui Sui no Mi,58000000.0,46,Donquixote Pirates 
+Dellinger,Donquixote Pirates[1],16[2],"15,000,000[4]",,Chapter 702; Episode 632[1],Pirate Officer[1],Alive,Spider Miles (former); Dressrosa (former),,15000000.0,16,Donquixote Pirates 
+Kelly Funk,Mogaro Kingdom[2],36[3],"57,000,000[3]",,Chapter 704; Episode 633[1],Assassin[1],Alive,,Jake Jake no Mi,57000000.0,36,Mogaro Kingdom 
+Bobby Funk,Mogaro Kingdom[3],33[5],"36,000,000[5]",,Chapter 704;[1] Episode 632[2],Assassin,Alive,,,36000000.0,33,Mogaro Kingdom 
+Suleiman,Beautiful Pirates[3]; Underworld (former),40[5],"67,000,000[5]","""Suleiman the Beheader"" (首はねスレイマン, Kubi-hane Sureiman?)[1]",Chapter 704;[1] Episode 632[2],Pirate[3]; War Criminal (former); Mercenary (former),Alive,,,67000000.0,40,Beautiful Pirates 
+Orlumbus,Yonta Maria Grand Fleet;[3] Straw Hat Grand Fleet;[4] Standing Kingdom[5],42[8],"148,000,000[10]98,000,000[11]","""Massacre Ruler"" (殺戮支配者, Satsuriku Shihaisha?, Viz: ""Savage Surmounter"")[1]""Made-Up Explorer"" (偽りの冒険野郎, Itsuwari no Bōken Yarō?, Viz: ""Adventurer of Lies"")[1]""Pioneer Explorer"" (開拓冒険家, Kaitaku Bōken-ka?, Viz: ""Adventuring Pioneer"")[7]",Chapter 704;[1] Episode 632[2],Captain of the Seventh Ship of the Straw Hat Grand Fleet;[4] Pirate;  Admiral;[6] Adventurer (former),Alive,,,148000000.0,42,Yonta Maria Grand Fleet
+Cavendish,Beautiful Pirates;[3] Straw Hat Grand Fleet;[4] Bourgeois Kingdom[5],26[11],"330,000,000[8] 280,000,000[9]","""Cavendish of the White Horse"" (白馬のキャベンディッシュ, Hakuba no Kyabendisshu?) (Viz: ""White Knight Cavendish"");[3]""Pirate Prince"" (海賊貴公子, Kaizoku Kikōshi?) (Viz: Pirate Noble)[1]",Chapter 704;[1] Episode 632[2],Captain of the First Ship of the Straw Hat Grand Fleet;[4] Pirate; Captain; Prince (former)[6][5],Alive,Bourgeois Kingdom (former),,330000000.0,26,Beautiful Pirates
+Chinjao,Chinjao Family; Happo Navy; Straw Hat Grand Fleet,78[6],"542,000,000[6]","Don Chinjao (首領（ドン）・チンジャオ, Don Chinjao?);""Chinjao the Drill"" (錐のチンジャオ, Kiri no Chinjao?)[4]",Chapter 704;[1] Episode 632[2],12th Leader of the Happo Navy; Pirate (former)[3],Alive,Kano Country,,542000000.0,78,Chinjao Family
+Sai,Happo Navy; Chinjao Family; Straw Hat Grand Fleet[3],28[6],"210,000,000[8]","Don Sai (首領（ドン）・サイ, Don Sai?)[5]",Chapter 704;[1] Episode 632[2],Captain of the Third Ship of the Straw Hat Grand Fleet;[3] Pirate; 13th Leader of the Happo Navy; Martial Artist (Viz: Fighter);[4],Alive,,,210000000.0,28,Happo Navy
+Jack,Beasts Pirates[2],28[7],"1,000,000,000[6]","""Jack the Drought"" (旱害のジャック, Kangai no Jakku?)[2]",Chapter 801; Episode 746[1],All-Star;[3] Captain of the Mammoth[2],Alive,Wano Country[4],"Zou Zou no Mi, Model: Mammoth",1000000000.0,28,Beasts Pirates 
+Edward Weevil,Seven Warlords of the Sea[2] (former)[3],35[5],"480,000,000[2]",,Chapter 802; Episode 751[1],Pirate,Alive,,,480000000.0,35,Seven Warlords of the Sea    
+Vito,Fire Tank Pirates[2],36[3],"95,000,000[3]","""Monster Gun"" (怪銃, Kaijū?, Viz: ""Phantom Gun"")[2]",Chapter 812; Episode 763[1],"Pirate, Advisor[2]; Mafia gangster (former)",Alive,,,95000000.0,36,Fire Tank Pirates 
+Gotti,Fire Tank Pirates[2],33[3],"90,000,000[3]",,Chapter 825; Episode 783[1],"Pirate, Assassin,[2] Combatant[3]",Alive,,,90000000.0,33,Fire Tank Pirates 
+Charlotte Mont-d'Or,Charlotte Family;[3] Big Mom Pirates[4],38[6],"120,000,000[7]","""Scribe"" (書司, Shoshi?, Viz: ""Book-Keeper"")[4]",Chapter 829; Episode 789[2],Pirate Officer;[5] Minister of Cheese[3],Alive,Cheese Island[3],Buku Buku no Mi,120000000.0,38,Charlotte Family
+Charlotte Perospero,Charlotte Family;[3] Big Mom Pirates[4],50[6],"700,000,000[5]",,Chapter 834; Episode 795[2],Pirate Officer;[4] Minister of Candy[3],Alive,Candy Island[3],Pero Pero no Mi,700000000.0,50,Charlotte Family
+Charlotte Cracker,Charlotte Family; Big Mom Pirates[3],45[6],"860,000,000[4]","""Thousand Arms Cracker"" (千手のクラッカー, Senju no Kurakkā?)[4]""Biscuit Knight"" (ビスケットの騎士, Bisuketto no Kishi?)[5]",Chapter 835;[1] Episode 796[2],Sweet Commander; Minister of Biscuit[3],Alive,Biscuits Island[3],Bisu Bisu no Mi,860000000.0,45,Charlotte Family
+Charlotte Smoothie,Charlotte Family;[1] Big Mom Pirates[2],35[4],"932,000,000[1]",,Chapter 846; Episode 812[1],Sweet Commander;[2] Minister of Juice[1],Alive,100% Island[3],Shibo Shibo no Mi,932000000.0,35,Charlotte Family
+Charlotte Katakuri,Charlotte Family;[3] Big Mom Pirates[4],48[5],"1,057,000,000[3]",,Chapter 860;[1] Episode 825[2],Sweet Commander;[4] Minister of Flour[5],Alive,Komugi Island[5],Mochi Mochi no Mi,1057000000.0,48,Charlotte Family
+Charlotte Daifuku,Charlotte Family;[1] Big Mom Pirates[2],48[4],"300,000,000[6]",,Chapter 861; Episode 826[1],Pirate Officer;[2] Minister of Beans[3],Alive,Poripori Island[3],Hoya Hoya no Mi,300000000.0,48,Charlotte Family
+Charlotte Oven,Charlotte Family;[1] Big Mom Pirates[3],48[5],"300,000,000[7]",,Chapter 861;[1] Episode 827[2],Pirate Officer;[3] Minister of Browned Food[4],Alive,Yakigashi Island[5],Netsu Netsu no Mi,300000000.0,48,Charlotte Family
+Charlotte Snack,Charlotte Family;[1] Big Mom Pirates[3],30[5],"600,000,000[1]",,Chapter 894;[1] Episode 798[2] (silhouette),Pirate Officer;[4] Minister of Fries;[5] Sweet Commander (former),Alive,Potato Island[5],,600000000.0,30,Charlotte Family
+Charlotte Lola,Rolling Pirates; Charlotte Family;[2] Thriller Bark Victim's Association (former),24 (debut)26 (after timeskip)[6],"24,000,000[5]","""Marriage Proposal Lola"" (求婚のローラ, Kyūkon no Rōra?)",Chapter 476; Episode 370[1],Pirate; Captain; Minister of Chocolate (former)[3],Alive,Cacao Island (former)[3],,24000000.0,26,Rolling Pirates

data/char_link.csv

@@ -0,0 +1,1161 @@
+index,Link
+Shanks,/wiki/Shanks
+Benn Beckman,/wiki/Benn_Beckman
+Lucky Roux,/wiki/Lucky_Roux
+Yasopp,/wiki/Yasopp
+Gol D. Roger,/wiki/Gol_D._Roger
+Monkey D. Luffy,/wiki/Monkey_D._Luffy
+Nami,/wiki/Nami
+Makino,/wiki/Makino
+Woop Slap,/wiki/Woop_Slap
+Gyoru,/wiki/Gyoru
+Chicken,/wiki/Chicken
+Anjo,/wiki/Anjo
+Lord of the Coast,/wiki/Lord_of_the_Coast
+Monster,/wiki/Monster
+Higuma,/wiki/Higuma
+Mikio Itoo,/wiki/Mikio_Itoo
+Alvida,/wiki/Alvida
+Heppoko,/wiki/Heppoko
+Peppoko,/wiki/Peppoko
+Poppoko,/wiki/Poppoko
+Koby,/wiki/Koby
+Roronoa Zoro,/wiki/Roronoa_Zoro
+Morgan,/wiki/Morgan
+Helmeppo,/wiki/Helmeppo
+Rika,/wiki/Rika
+Soro,/wiki/Soro
+Rokkaku,/wiki/Rokkaku
+Ukkari (Character),/wiki/Ukkari_(Character)
+Ririka,/wiki/Ririka
+Kuina,/wiki/Kuina
+Koushirou,/wiki/Koushirou
+Buggy,/wiki/Buggy
+Ripper,/wiki/Ripper
+Buggy Pirates,/wiki/Buggy_Pirates#Tightrope_Walking_Funan_Bros
+Pinky,/wiki/Pinky
+Mohji,/wiki/Mohji
+Richie,/wiki/Richie
+Cabaji,/wiki/Cabaji
+Domo-kun and Nnke-kun,/wiki/Domo-kun_and_Nnke-kun
+Boodle,/wiki/Boodle
+Chouchou,/wiki/Chouchou
+Hocker,/wiki/Hocker
+Poro,/wiki/Poro
+Silvers Rayleigh,/wiki/Silvers_Rayleigh
+Scopper Gaban,/wiki/Scopper_Gaban
+Gaimon,/wiki/Gaimon
+Cocox,/wiki/Cocox
+Usagihebi,/wiki/Usagihebi
+Lionbuta,/wiki/Lionbuta
+Kirinkodanuki,/wiki/Kirinkodanuki
+Kaya,/wiki/Kaya
+Kuro,/wiki/Kuro
+Mornin,/wiki/Mornin
+Usopp,/wiki/Usopp
+Piiman,/wiki/Piiman
+Ninjin,/wiki/Ninjin
+Tamanegi,/wiki/Tamanegi
+Merry,/wiki/Merry
+Jango,/wiki/Jango
+Buchi,/wiki/Buchi
+Sham,/wiki/Sham
+Nugire Yainu,/wiki/Nugire_Yainu
+Animal Species/East Blue Saga,/wiki/Animal_Species/East_Blue_Saga#Big_Bird
+Banchina,/wiki/Banchina
+Yosaku,/wiki/Yosaku
+Johnny,/wiki/Johnny
+Arlong,/wiki/Arlong
+Fullbody,/wiki/Fullbody
+Zeff,/wiki/Zeff
+Sanji,/wiki/Sanji
+Moodie,/wiki/Moodie
+Motzel,/wiki/Motzel
+Batchee,/wiki/Batchee
+Krieg,/wiki/Krieg
+Gin,/wiki/Gin
+Patty,/wiki/Patty
+Carne,/wiki/Carne
+Roxanne,/wiki/Roxanne
+Dracule Mihawk,/wiki/Dracule_Mihawk
+Bell-mère,/wiki/Bell-m%C3%A8re
+Pearl,/wiki/Pearl
+Ideaman,/wiki/Ideaman
+Hustle,/wiki/Hustle
+Kumate Tribe,/wiki/Kumate_Tribe
+Kagikko,/wiki/Kagikko
+Animal Species,/wiki/Animal_Species#Panda_Shark
+Hatchan,/wiki/Hatchan
+Chew,/wiki/Chew
+Kuroobi,/wiki/Kuroobi
+Nezumi,/wiki/Nezumi
+Chabo,/wiki/Chabo
+Nojiko,/wiki/Nojiko
+Genzo,/wiki/Genzo
+Kaneshiro,/wiki/Kaneshiro
+Pisaro,/wiki/Pisaro
+Momoo,/wiki/Momoo
+Take,/wiki/Take
+Shioyaki,/wiki/Shioyaki
+Pudding Pudding,/wiki/Pudding_Pudding
+Nako,/wiki/Nako
+Mummy Mee,/wiki/Mummy_Mee
+Daddy Dee,/wiki/Daddy_Dee
+Monkey D. Garp,/wiki/Monkey_D._Garp
+Bogard,/wiki/Bogard
+Koze and Packy,/wiki/Koze_and_Packy
+John Giant,/wiki/John_Giant
+Stainless,/wiki/Stainless
+Cancer,/wiki/Cancer
+Brannew,/wiki/Brannew
+Tashigi,/wiki/Tashigi
+Smoker,/wiki/Smoker
+Hanger,/wiki/Hanger
+Ipponmatsu,/wiki/Ipponmatsu
+Mashikaku (Marine),/wiki/Mashikaku_(Marine)
+Sapi,/wiki/Sapi
+Yu,/wiki/Yu
+Monkey D. Dragon,/wiki/Monkey_D._Dragon
+Sea King,/wiki/Sea_King
+Crocus,/wiki/Crocus
+Laboon,/wiki/Laboon
+Yorki,/wiki/Yorki
+Mr. 9,/wiki/Mr._9
+Nefertari Vivi,/wiki/Nefertari_Vivi
+Mr. 13,/wiki/Mr._13
+Miss Friday,/wiki/Miss_Friday
+Igaram,/wiki/Igaram
+Miss Catherina,/wiki/Miss_Catherina
+Mr. Beans,/wiki/Mr._Beans
+Miss Monday,/wiki/Miss_Monday
+Mr. Shimizu,/wiki/Mr._Shimizu
+Karoo,/wiki/Karoo
+Gem,/wiki/Gem
+Mikita,/wiki/Mikita
+Crocodile,/wiki/Crocodile
+Nico Robin,/wiki/Nico_Robin
+Banchi,/wiki/Banchi
+Brogy,/wiki/Brogy
+Bronte Zaurus,/wiki/Bronte_Zaurus
+Dorry,/wiki/Dorry
+Samurai Batts,/wiki/Samurai_Batts
+Galdino,/wiki/Galdino
+Marianne,/wiki/Marianne
+Mr. 11,/wiki/Mr._11
+Yuki,/wiki/Yuki
+Bentham,/wiki/Bentham
+Akumai,/wiki/Akumai
+Wapol,/wiki/Wapol
+Chess,/wiki/Chess
+Kuromarimo,/wiki/Kuromarimo
+Dalton,/wiki/Dalton
+Kureha,/wiki/Kureha
+Marshall D. Teach,/wiki/Marshall_D._Teach
+Van Augur,/wiki/Van_Augur
+Jesus Burgess,/wiki/Jesus_Burgess
+Doc Q,/wiki/Doc_Q
+Laffitte,/wiki/Laffitte
+Tony Tony Chopper,/wiki/Tony_Tony_Chopper
+Negikuma Maria,/wiki/Negikuma_Maria
+Animal Species/Arabasta Saga,/wiki/Animal_Species/Arabasta_Saga#Hiking_Bear
+Tamachibi,/wiki/Tamachibi
+Robson,/wiki/Robson
+Isshi-100,/wiki/Isshi-100
+Hiriluk,/wiki/Hiriluk
+Nefertari Cobra,/wiki/Nefertari_Cobra
+Thalassa Lucas,/wiki/Thalassa_Lucas
+Chessmarimo,/wiki/Chessmarimo
+Yurikah,/wiki/Yurikah
+Portgas D. Ace,/wiki/Portgas_D._Ace
+Puppu,/wiki/Puppu
+Chaka,/wiki/Chaka
+Pell,/wiki/Pell
+Daz Bonez,/wiki/Daz_Bonez
+Zala,/wiki/Zala
+Babe,/wiki/Babe
+Drophy,/wiki/Drophy
+Mr. 6,/wiki/Mr._6
+Miss Mother's Day,/wiki/Miss_Mother%27s_Day
+Mr. 7,/wiki/Mr._7
+Miss Father's Day,/wiki/Miss_Father%27s_Day
+Mr. 10,/wiki/Mr._10
+Miss Tuesday,/wiki/Miss_Tuesday
+Miss Thursday,/wiki/Miss_Thursday
+Mr. 12,/wiki/Mr._12
+Miss Saturday,/wiki/Miss_Saturday
+Yoshimoto,/wiki/Yoshimoto
+Sea Beast,/wiki/Sea_Beast#Sea_Cat
+Edward Newgate,/wiki/Edward_Newgate
+Mr. Mellow,/wiki/Mr._Mellow
+Matsuge,/wiki/Matsuge
+Koza,/wiki/Koza
+Toto,/wiki/Toto
+Aswa,/wiki/Aswa
+Okame,/wiki/Okame
+Kebi,/wiki/Kebi
+Natto,/wiki/Natto
+Agotogi,/wiki/Agotogi
+Marine Headquarters Court,/wiki/Marine_Headquarters_Court
+Erik,/wiki/Erik
+Farafra,/wiki/Farafra
+Kappa,/wiki/Kappa
+Ultraking,/wiki/Ultraking
+Koala Mercenaries,/wiki/Koala_Mercenaries
+Hina,/wiki/Hina
+Hasami,/wiki/Hasami
+Super Spot-Billed Duck Troops,/wiki/Super_Spot-Billed_Duck_Troops#Members
+Lassoo,/wiki/Lassoo
+Goldfish Princess,/wiki/Goldfish_Princess
+Seaboar,/wiki/Seaboar
+Camie,/wiki/Camie
+Pappag,/wiki/Pappag
+Tsumegeri Guards,/wiki/Tsumegeri_Guards#Members
+Macro,/wiki/Macro
+Gyaro,/wiki/Gyaro
+Tansui,/wiki/Tansui
+Octopako,/wiki/Octopako
+Octopus Mash,/wiki/Octopus_Mash
+Mr. Love,/wiki/Mr._Love
+Terracotta,/wiki/Terracotta
+Ho,/wiki/Ho
+Shine,/wiki/Shine
+Headband Catfish Village,/wiki/Headband_Catfish_Village
+Nefertari Titi,/wiki/Nefertari_Titi
+Maidy,/wiki/Maidy
+Makko,/wiki/Makko
+Potsun,/wiki/Potsun
+Masira,/wiki/Masira
+Roshio,/wiki/Roshio
+Bellamy,/wiki/Bellamy
+Sarquiss,/wiki/Sarquiss
+Lily,/wiki/Lily
+Ross,/wiki/Ross
+Eddy,/wiki/Eddy
+Hewitt,/wiki/Hewitt
+Rivers,/wiki/Rivers
+Mani,/wiki/Mani
+Muret,/wiki/Muret
+Terry,/wiki/Terry
+Spector,/wiki/Spector
+Stronger,/wiki/Stronger
+Okome,/wiki/Okome
+Shoujou,/wiki/Shoujou
+Mont Blanc Cricket,/wiki/Mont_Blanc_Cricket
+Mont Blanc Noland,/wiki/Mont_Blanc_Noland
+South Bird,/wiki/South_Bird#Jaya
+Animal Species/Sky Island Saga,/wiki/Animal_Species/Sky_Island_Saga#Insects
+Jobo,/wiki/Jobo
+Donquixote Doflamingo,/wiki/Donquixote_Doflamingo
+Bartholomew Kuma,/wiki/Bartholomew_Kuma
+Five Elders,/wiki/Five_Elders
+Marco,/wiki/Marco
+Jozu,/wiki/Jozu
+Teto,/wiki/Teto
+Rockstar,/wiki/Rockstar
+Sengoku,/wiki/Sengoku
+Tsuru,/wiki/Tsuru
+Mozambia,/wiki/Mozambia
+Wyper,/wiki/Wyper
+Gan Fall,/wiki/Gan_Fall
+Pierre,/wiki/Pierre
+Amazon,/wiki/Amazon
+Conis,/wiki/Conis
+Pagaya,/wiki/Pagaya
+Su,/wiki/Su
+McKinley,/wiki/McKinley
+Enel,/wiki/Enel
+Ohm,/wiki/Ohm
+Shura,/wiki/Shura
+Gedatsu,/wiki/Gedatsu
+Satori,/wiki/Satori
+Holy,/wiki/Holy
+Fuza,/wiki/Fuza
+Zabo,/wiki/Zabo
+Hakowan,/wiki/Hakowan
+Kamakiri,/wiki/Kamakiri
+Braham,/wiki/Braham
+Genbo,/wiki/Genbo
+Raki,/wiki/Raki
+Aisa,/wiki/Aisa
+Yama,/wiki/Yama
+Nola,/wiki/Nola
+Isa,/wiki/Isa
+Gode,/wiki/Gode
+Kinderella,/wiki/Kinderella
+Hotori and Kotori,/wiki/Hotori_and_Kotori
+Moyle,/wiki/Moyle
+Mochi,/wiki/Mochi
+Shandia Chief,/wiki/Shandia_Chief
+Kurotsuru,/wiki/Kurotsuru
+Moda,/wiki/Moda
+Koda,/wiki/Koda
+Kalgara,/wiki/Kalgara
+Seto,/wiki/Seto
+Mousse,/wiki/Mousse
+Kashigami,/wiki/Kashigami
+Jaya (character),/wiki/Jaya_(character)
+Comil,/wiki/Comil
+God of Skypiea,/wiki/God_of_Skypiea
+Lvneel King,/wiki/Lvneel_King
+Utan Divers,/wiki/Utan_Divers
+Cloud Wolf,/wiki/Cloud_Wolf
+Kooda,/wiki/Kooda
+Kyuji,/wiki/Kyuji
+Kuzan,/wiki/Kuzan
+Shelly,/wiki/Shelly
+Tonjit,/wiki/Tonjit
+Foxy,/wiki/Foxy
+Porche,/wiki/Porche
+Hamburg,/wiki/Hamburg
+Kibagaeru,/wiki/Kibagaeru
+Itomimizu,/wiki/Itomimizu
+Chuchun,/wiki/Chuchun
+Capote,/wiki/Capote
+Monda,/wiki/Monda
+Kapoty,/wiki/Kapoty
+Pickles,/wiki/Pickles
+Big Pan,/wiki/Big_Pan
+Goro,/wiki/Goro
+Sonieh,/wiki/Sonieh
+Donovan,/wiki/Donovan
+Gina,/wiki/Gina
+Borsalino,/wiki/Borsalino
+Sakazuki,/wiki/Sakazuki
+Master of the Waters,/wiki/Master_of_the_Waters
+Kokoro,/wiki/Kokoro
+Chimney,/wiki/Chimney
+Gonbe,/wiki/Gonbe
+Yokozuna,/wiki/Yokozuna
+Mikazuki,/wiki/Mikazuki
+Iceburg,/wiki/Iceburg
+Kalifa,/wiki/Kalifa
+Tyrannosaurus,/wiki/Tyrannosaurus
+Rob Lucci,/wiki/Rob_Lucci
+Hattori,/wiki/Hattori
+Kaku,/wiki/Kaku
+Paulie,/wiki/Paulie
+Peepley Lulu,/wiki/Peepley_Lulu
+Tilestone,/wiki/Tilestone
+Zambai,/wiki/Zambai
+Kiev,/wiki/Kiev
+Schollzo,/wiki/Schollzo
+Tamagon,/wiki/Tamagon
+Kop,/wiki/Kop
+Blueno,/wiki/Blueno
+Dirt Boss,/wiki/Dirt_Boss
+Ishigo Shitemanna,/wiki/Ishigo_Shitemanna
+Bimine,/wiki/Bimine
+Corgi,/wiki/Corgi
+Franky,/wiki/Franky
+Mozu and Kiwi,/wiki/Mozu_and_Kiwi
+Kairiki Destroyers,/wiki/Kairiki_Destroyers
+Forest Boss,/wiki/Forest_Boss
+Kakukaku,/wiki/Kakukaku
+Kyukyu,/wiki/Kyukyu
+Happa Yamao,/wiki/Happa_Yamao
+Kung-Fu Dugong,/wiki/Kung-Fu_Dugong
+Tom,/wiki/Tom
+Jorge,/wiki/Jorge
+Spandam,/wiki/Spandam
+Bushon,/wiki/Bushon
+Stevie,/wiki/Stevie
+T Bone,/wiki/T_Bone
+Jerry,/wiki/Jerry
+Wanze,/wiki/Wanze
+Nero,/wiki/Nero
+Funkfreed,/wiki/Funkfreed
+Sodom,/wiki/Sodom
+Gomorrah,/wiki/Gomorrah
+Kumadori,/wiki/Kumadori
+Jabra,/wiki/Jabra
+Fukurou,/wiki/Fukurou
+Oimo,/wiki/Oimo
+Kashii,/wiki/Kashii
+Gatherine,/wiki/Gatherine
+Baskerville,/wiki/Baskerville
+Watchdog Unit of the Law,/wiki/Watchdog_Unit_of_the_Law
+Just Eleven Jurymen,/wiki/Just_Eleven_Jurymen
+Roji,/wiki/Roji
+Oran,/wiki/Oran
+Mizuira,/wiki/Mizuira
+Clover,/wiki/Clover
+Gram,/wiki/Gram
+Busshiri,/wiki/Busshiri
+Hack (Archaeologist),/wiki/Hack_(Archaeologist)
+Hocha,/wiki/Hocha
+Rint,/wiki/Rint
+Zadie,/wiki/Zadie
+Roche,/wiki/Roche
+Spandine,/wiki/Spandine
+Laskey,/wiki/Laskey
+Nico Olvia,/wiki/Nico_Olvia
+Jaguar D. Saul,/wiki/Jaguar_D._Saul
+Chesskippa,/wiki/Chesskippa
+Kanezenny,/wiki/Kanezenny
+Nigeratta,/wiki/Nigeratta
+Strawberry,/wiki/Strawberry
+Yamakaji,/wiki/Yamakaji
+Doberman,/wiki/Doberman
+Onigumo,/wiki/Onigumo
+Momonga,/wiki/Momonga
+Shu,/wiki/Shu
+Very Good,/wiki/Very_Good
+Going Merry,/wiki/Going_Merry
+Sharinguru,/wiki/Sharinguru
+Charlotte Linlin,/wiki/Charlotte_Linlin
+Kaido,/wiki/Kaido
+Michael and Hoichael,/wiki/Michael_and_Hoichael
+Spacey,/wiki/Spacey
+Attach,/wiki/Attach
+Marumieta,/wiki/Marumieta
+Yamenahare,/wiki/Yamenahare
+Cosmo,/wiki/Cosmo
+Galaxy,/wiki/Galaxy
+Macro (Automaton),/wiki/Macro_(Automaton)
+Seamars,/wiki/Seamars
+Thatch,/wiki/Thatch
+Terry Gilteo,/wiki/Terry_Gilteo
+Lapahns,/wiki/Lapahns
+Brook,/wiki/Brook
+Absalom,/wiki/Absalom
+Cerberus,/wiki/Cerberus
+Hildon,/wiki/Hildon
+Hogback,/wiki/Hogback
+Unigaro,/wiki/Unigaro
+MocDonald,/wiki/MocDonald
+Space Pirates,/wiki/Space_Pirates
+Victoria Cindry,/wiki/Victoria_Cindry
+Perona,/wiki/Perona
+Buhichuck,/wiki/Buhichuck
+Surprise Zombies,/wiki/Surprise_Zombies
+Soldier Zombie,/wiki/Soldier_Zombie
+Ryuma,/wiki/Ryuma
+Spoil,/wiki/Spoil
+Tsukimi,/wiki/Tsukimi
+Gecko Moria,/wiki/Gecko_Moria
+Kumashi,/wiki/Kumashi
+"Gyoro, Nin, and Bao","/wiki/Gyoro,_Nin,_and_Bao"
+John,/wiki/John
+Lola (Zombie),/wiki/Lola_(Zombie)
+Risky Brothers (Zombies),/wiki/Risky_Brothers_(Zombies)
+Inuppe,/wiki/Inuppe
+Jigoro,/wiki/Jigoro
+Tararan,/wiki/Tararan
+Gallant Hippo,/wiki/Gallant_Hippo
+Oars,/wiki/Oars
+Automata,/wiki/Automata
+Risky Brothers,/wiki/Risky_Brothers
+Lola,/wiki/Lola
+Goo,/wiki/Goo
+Asahija,/wiki/Asahija
+Margarita,/wiki/Margarita
+Egana,/wiki/Egana
+Vegapunk,/wiki/Vegapunk
+Mizuta Madaisuki,/wiki/Mizuta_Madaisuki
+Mizuta Mawaritosuki,/wiki/Mizuta_Mawaritosuki
+Sea Raccoon,/wiki/Sea_Raccoon
+Sea Rabbit,/wiki/Sea_Rabbit
+Duval,/wiki/Duval
+Motobaro,/wiki/Motobaro
+Rosward,/wiki/Rosward
+Shalria,/wiki/Shalria
+Saru,/wiki/Saru
+Antonio,/wiki/Antonio
+Devil Dias,/wiki/Devil_Dias
+Sentomaru,/wiki/Sentomaru
+Jean Bart,/wiki/Jean_Bart
+Capone Bege,/wiki/Capone_Bege
+Scratchmen Apoo,/wiki/Scratchmen_Apoo
+Eustass Kid,/wiki/Eustass_Kid
+Killer,/wiki/Killer
+Urouge,/wiki/Urouge
+Basil Hawkins,/wiki/Basil_Hawkins
+Trafalgar D. Water Law,/wiki/Trafalgar_D._Water_Law
+Bepo,/wiki/Bepo
+Shachi,/wiki/Shachi
+Jewelry Bonney,/wiki/Jewelry_Bonney
+X Drake,/wiki/X_Drake
+Shakuyaku,/wiki/Shakuyaku
+Charlos,/wiki/Charlos
+Marie,/wiki/Marie
+Judy,/wiki/Judy
+Peterman,/wiki/Peterman
+Heat,/wiki/Heat
+Wire,/wiki/Wire
+Penguin,/wiki/Penguin
+Stansen,/wiki/Stansen
+Disco,/wiki/Disco
+Marin,/wiki/Marin
+Byron,/wiki/Byron
+Pascia,/wiki/Pascia
+Lacuba,/wiki/Lacuba
+Coffee Monkeys,/wiki/Coffee_Monkeys
+Sicily,/wiki/Sicily
+Pacifista,/wiki/Pacifista
+Faust,/wiki/Faust
+Candy,/wiki/Candy
+Marguerite,/wiki/Marguerite
+Sweet Pea,/wiki/Sweet_Pea
+Aphelandra,/wiki/Aphelandra
+Belladonna,/wiki/Belladonna
+Kikyo,/wiki/Kikyo
+Nyon,/wiki/Nyon
+Nerine,/wiki/Nerine
+Straw Hat Pirates,/wiki/Straw_Hat_Pirates
+Poppy,/wiki/Poppy
+Boa Hancock,/wiki/Boa_Hancock
+Boa Marigold,/wiki/Boa_Marigold
+Boa Sandersonia,/wiki/Boa_Sandersonia
+Ran,/wiki/Ran
+Cosmos,/wiki/Cosmos
+Daisy,/wiki/Daisy
+Rindo,/wiki/Rindo
+Blue Fan,/wiki/Blue_Fan
+Salome,/wiki/Salome
+Bacura,/wiki/Bacura
+Yuda,/wiki/Yuda
+Enishida,/wiki/Enishida
+Fisher Tiger,/wiki/Fisher_Tiger
+Jinbe,/wiki/Jinbe
+Pansy,/wiki/Pansy
+Kitton,/wiki/Kitton
+Taroimo,/wiki/Taroimo
+Haredas,/wiki/Haredas
+Stalker,/wiki/Stalker
+Heracles,/wiki/Heracles
+Pekkori,/wiki/Pekkori
+Sancrin,/wiki/Sancrin
+Minotaurus,/wiki/Minotaurus
+Hannyabal,/wiki/Hannyabal
+Domino,/wiki/Domino
+Pankuta Dakeyan,/wiki/Pankuta_Dakeyan
+Blue Gorillas,/wiki/Blue_Gorillas
+Magellan,/wiki/Magellan
+Jean Goen,/wiki/Jean_Goen
+Basilisk,/wiki/Basilisk
+Blue Gorilla,/wiki/Blue_Gorilla
+An Zengaiina,/wiki/An_Zengaiina
+Sphinx,/wiki/Sphinx
+Manticores,/wiki/Manticores
+Puzzle Scorpions,/wiki/Puzzle_Scorpions
+Saldeath,/wiki/Saldeath
+Sadi,/wiki/Sadi
+Minokoala,/wiki/Minokoala
+Daigin,/wiki/Daigin
+Emporio Ivankov,/wiki/Emporio_Ivankov
+Minozebra,/wiki/Minozebra
+Minorhinoceros,/wiki/Minorhinoceros
+Zott,/wiki/Zott
+Wolf Unit,/wiki/Wolf_Unit
+Kinoko,/wiki/Kinoko
+Inazuma,/wiki/Inazuma
+Bellett,/wiki/Bellett
+Shiryu,/wiki/Shiryu
+Wolf unit,/wiki/Wolf_unit
+Tibany,/wiki/Tibany
+Bunny Joe,/wiki/Bunny_Joe
+Lacroix,/wiki/Lacroix
+Ronse,/wiki/Ronse
+Portgas D. Rouge,/wiki/Portgas_D._Rouge
+Doma,/wiki/Doma
+McGuy,/wiki/McGuy
+Decalvan Brothers,/wiki/Decalvan_Brothers
+Squard,/wiki/Squard
+Elmy,/wiki/Elmy
+A O,/wiki/A_O
+Ramba,/wiki/Ramba
+Delacuaji,/wiki/Delacuaji
+Vista,/wiki/Vista
+Namur,/wiki/Namur
+Curiel,/wiki/Curiel
+Masked Deuce,/wiki/Masked_Deuce
+Skull,/wiki/Skull
+Mihar,/wiki/Mihar
+Kotatsu,/wiki/Kotatsu
+Saber,/wiki/Saber
+Aggie 68,/wiki/Aggie_68
+Finamore,/wiki/Finamore
+Ganryu,/wiki/Ganryu
+Ducky Bree,/wiki/Ducky_Bree
+Ossamondo,/wiki/Ossamondo
+Barry,/wiki/Barry
+Wallace,/wiki/Wallace
+Banshee,/wiki/Banshee
+Kukai,/wiki/Kukai
+Dogya,/wiki/Dogya
+Kimel,/wiki/Kimel
+Cornelia,/wiki/Cornelia
+Leonero,/wiki/Leonero
+Hublot,/wiki/Hublot
+Blamenco,/wiki/Blamenco
+Rakuyo,/wiki/Rakuyo
+Blenheim,/wiki/Blenheim
+Haruta,/wiki/Haruta
+Atmos,/wiki/Atmos
+Speed Jiru,/wiki/Speed_Jiru
+Fossa,/wiki/Fossa
+Izo,/wiki/Izo
+Islewan,/wiki/Islewan
+Epoida,/wiki/Epoida
+Bizarre,/wiki/Bizarre
+Palms,/wiki/Palms
+Karma,/wiki/Karma
+Zodia,/wiki/Zodia
+Kechatch,/wiki/Kechatch
+Vitan,/wiki/Vitan
+Pavlik,/wiki/Pavlik
+Bastille,/wiki/Bastille
+Dalmatian,/wiki/Dalmatian
+Little Oars Jr.,/wiki/Little_Oars_Jr.
+Choi,/wiki/Choi
+Giant Squad,/wiki/Giant_Squad
+Whitey Bay,/wiki/Whitey_Bay
+Hangan,/wiki/Hangan
+Arthur,/wiki/Arthur
+Reforte,/wiki/Reforte
+Blondie,/wiki/Blondie
+Andre,/wiki/Andre
+Ninth,/wiki/Ninth
+Rush,/wiki/Rush
+Amadob,/wiki/Amadob
+Brew,/wiki/Brew
+Wallem,/wiki/Wallem
+Baggaley,/wiki/Baggaley
+Brocca,/wiki/Brocca
+Kingdew,/wiki/Kingdew
+Curly Dadan,/wiki/Curly_Dadan
+Cands,/wiki/Cands
+Kinga,/wiki/Kinga
+Agsilly,/wiki/Agsilly
+Great Michael,/wiki/Great_Michael
+Zucca,/wiki/Zucca
+Sanjuan Wolf,/wiki/Sanjuan_Wolf
+Catarina Devon,/wiki/Catarina_Devon
+Vasco Shot,/wiki/Vasco_Shot
+Avalo Pizarro,/wiki/Avalo_Pizarro
+Julius,/wiki/Julius
+Happygun,/wiki/Happygun
+Brownbeard,/wiki/Brownbeard
+Dobby Ibadonbo,/wiki/Dobby_Ibadonbo
+Dogra,/wiki/Dogra
+Magra,/wiki/Magra
+Bluejam,/wiki/Bluejam
+Porchemy,/wiki/Porchemy
+Sabo,/wiki/Sabo
+Dogura,/wiki/Dogura
+Magura,/wiki/Magura
+Outlook III,/wiki/Outlook_III
+Didit,/wiki/Didit
+Sterry,/wiki/Sterry
+Goa King,/wiki/Goa_King
+Jalmack,/wiki/Jalmack
+Mori Dako,/wiki/Mori_Dako
+Haritsu Kendiyo,/wiki/Haritsu_Kendiyo
+Kibin,/wiki/Kibin
+Fishbonen,/wiki/Fishbonen
+Kong,/wiki/Kong
+Scotch,/wiki/Scotch
+Gorilla,/wiki/Gorilla
+Humandrill,/wiki/Humandrill
+Demaro Black,/wiki/Demaro_Black
+Manjaro,/wiki/Manjaro
+Chocolat,/wiki/Chocolat
+Mounblutain,/wiki/Mounblutain
+Drip,/wiki/Drip
+Nora Gitsune,/wiki/Nora_Gitsune
+Cocoa,/wiki/Cocoa
+Turco,/wiki/Turco
+Caribou,/wiki/Caribou
+Coribou,/wiki/Coribou
+Humphrey,/wiki/Humphrey
+Albion,/wiki/Albion
+Lip Doughty,/wiki/Lip_Doughty
+Rosy Life Riders,/wiki/Rosy_Life_Riders
+Catacombo,/wiki/Catacombo
+Surume,/wiki/Surume
+Megalo,/wiki/Megalo
+Vander Decken IX,/wiki/Vander_Decken_IX
+Wadatsumi,/wiki/Wadatsumi
+Ankoro,/wiki/Ankoro
+Hammond,/wiki/Hammond
+Hyouzou,/wiki/Hyouzou
+Kasagoba,/wiki/Kasagoba
+Sea Lion,/wiki/Sea_Lion
+Hody Jones,/wiki/Hody_Jones
+Medaka Mermaid Quintuplets,/wiki/Medaka_Mermaid_Quintuplets
+Ishilly,/wiki/Ishilly
+Kairen,/wiki/Kairen
+Hiramera,/wiki/Hiramera
+Seira,/wiki/Seira
+Mero,/wiki/Mero
+Lulis,/wiki/Lulis
+Adele,/wiki/Adele
+Fillonce,/wiki/Fillonce
+Sora,/wiki/Sora
+Fukaboshi,/wiki/Fukaboshi
+Ryuboshi,/wiki/Ryuboshi
+Manboshi,/wiki/Manboshi
+Ammo Knights,/wiki/Ammo_Knights
+Splash and Splatter,/wiki/Splash_and_Splatter
+Shyarly,/wiki/Shyarly
+Gyro,/wiki/Gyro
+Dosun,/wiki/Dosun
+Zeo,/wiki/Zeo
+Daruma,/wiki/Daruma
+Ikaros Much,/wiki/Ikaros_Much
+Junan,/wiki/Junan
+Neptune,/wiki/Neptune
+Hoe,/wiki/Hoe
+Shirahoshi,/wiki/Shirahoshi
+Minister of the Right,/wiki/Minister_of_the_Right
+Minister of the Left,/wiki/Minister_of_the_Left
+News Coo,/wiki/News_Coo
+Den,/wiki/Den
+Harisenbon,/wiki/Harisenbon
+Aladine,/wiki/Aladine
+Sarfunkel,/wiki/Sarfunkel
+Otohime,/wiki/Otohime
+Papaneel,/wiki/Papaneel
+Kadar,/wiki/Kadar
+Koala,/wiki/Koala
+Mjosgard,/wiki/Mjosgard
+Aladdin,/wiki/Aladdin
+Daidalos,/wiki/Daidalos
+Ipponume,/wiki/Ipponume
+Maria Napole,/wiki/Maria_Napole
+Charlotte Pudding,/wiki/Charlotte_Pudding
+Pekoms,/wiki/Pekoms
+Tamago,/wiki/Tamago
+Bobbin,/wiki/Bobbin
+Napoleon,/wiki/Napoleon
+Nitro,/wiki/Nitro
+Dragon Number Thirteen,/wiki/Dragon_Number_Thirteen
+Kin'emon,/wiki/Kin%27emon
+Monet,/wiki/Monet
+Sind,/wiki/Sind
+Mocha,/wiki/Mocha
+Konbu,/wiki/Konbu
+Caesar Clown,/wiki/Caesar_Clown
+Hyoutauros,/wiki/Hyoutauros
+Kirintauros,/wiki/Kirintauros
+Doran,/wiki/Doran
+Uzu,/wiki/Uzu
+Biyo,/wiki/Biyo
+Ally,/wiki/Ally
+Minochihuahua,/wiki/Minochihuahua
+Yeti Cool Brothers,/wiki/Yeti_Cool_Brothers
+Smooge,/wiki/Smooge
+Fen Bock,/wiki/Fen_Bock
+Chappe,/wiki/Chappe
+Smiley,/wiki/Smiley
+Slime,/wiki/Slime
+Vergo,/wiki/Vergo
+Yarisugi,/wiki/Yarisugi
+Run,/wiki/Run
+Baby 5,/wiki/Baby_5
+Gladius,/wiki/Gladius
+Machvise,/wiki/Machvise
+Lao G,/wiki/Lao_G
+Giolla,/wiki/Giolla
+Sugar,/wiki/Sugar
+Ginko,/wiki/Ginko
+Kozuki Momonosuke,/wiki/Kozuki_Momonosuke
+Candre,/wiki/Candre
+Ain,/wiki/Ain
+Binz,/wiki/Binz
+Donquixote Rosinante,/wiki/Donquixote_Rosinante
+Zotto,/wiki/Zotto
+Z,/wiki/Z
+Buffalo,/wiki/Buffalo
+Camel,/wiki/Camel
+Diamante,/wiki/Diamante
+Trebol,/wiki/Trebol
+Pica,/wiki/Pica
+Kurozumi Kanjuro,/wiki/Kurozumi_Kanjuro
+Issho,/wiki/Issho
+Mario,/wiki/Mario
+Senor Pink,/wiki/Senor_Pink
+Dellinger,/wiki/Dellinger
+Gatz,/wiki/Gatz
+Kyros,/wiki/Kyros
+Wicca,/wiki/Wicca
+Gaburu,/wiki/Gaburu
+Viola,/wiki/Viola
+Spartan,/wiki/Spartan
+Hera,/wiki/Hera
+Kelly Funk,/wiki/Kelly_Funk
+Bobby Funk,/wiki/Bobby_Funk
+Suleiman,/wiki/Suleiman
+Abdullah,/wiki/Abdullah
+Jeet,/wiki/Jeet
+Orlumbus,/wiki/Orlumbus
+Rebecca,/wiki/Rebecca
+Dagama,/wiki/Dagama
+Elizabello II,/wiki/Elizabello_II
+Cavendish,/wiki/Cavendish
+Chinjao,/wiki/Chinjao
+Sai,/wiki/Sai
+Boo,/wiki/Boo
+Bartolomeo,/wiki/Bartolomeo
+Gambia,/wiki/Gambia
+Maynard,/wiki/Maynard
+Hajrudin,/wiki/Hajrudin
+Tank Lepanto,/wiki/Tank_Lepanto
+Riku Doldo III,/wiki/Riku_Doldo_III
+Rolling Logan,/wiki/Rolling_Logan
+Fighting Bull,/wiki/Fighting_Bull
+Meadows,/wiki/Meadows
+Fighting Lion,/wiki/Fighting_Lion
+Acilia,/wiki/Acilia
+Blue Gilly,/wiki/Blue_Gilly
+Jean Ango,/wiki/Jean_Ango
+Ideo,/wiki/Ideo
+Mummy,/wiki/Mummy
+Damask,/wiki/Damask
+Hack (Fish-Man),/wiki/Hack_(Fish-Man)
+Aremo Ganmi,/wiki/Aremo_Ganmi
+Mukkashimi Tower,/wiki/Mukkashimi_Tower
+Leo,/wiki/Leo
+Kabu,/wiki/Kabu
+Gancho,/wiki/Gancho
+Bomba,/wiki/Bomba
+Rampo,/wiki/Rampo
+Flapper,/wiki/Flapper
+Nubon,/wiki/Nubon
+Pellini,/wiki/Pellini
+Eikon,/wiki/Eikon
+Bobomba,/wiki/Bobomba
+Ucy,/wiki/Ucy
+Esta,/wiki/Esta
+Milo,/wiki/Milo
+Bian,/wiki/Bian
+Grabar,/wiki/Grabar
+Mansherry,/wiki/Mansherry
+Inhel,/wiki/Inhel
+Cotton,/wiki/Cotton
+Baxcon,/wiki/Baxcon
+Scarlett,/wiki/Scarlett
+Farul,/wiki/Farul
+Queen Mama Chanter,/wiki/Queen_Mama_Chanter
+Daikon,/wiki/Daikon
+Agyo,/wiki/Agyo
+Ibusu,/wiki/Ibusu
+Chao,/wiki/Chao
+Chicory,/wiki/Chicory
+Kyuin,/wiki/Kyuin
+Maujii,/wiki/Maujii
+Hack,/wiki/Hack
+Donquixote Homing,/wiki/Donquixote_Homing
+Lami,/wiki/Lami
+Wellington,/wiki/Wellington
+Diez Barrels,/wiki/Diez_Barrels
+Russian,/wiki/Russian
+Gimlet,/wiki/Gimlet
+Pike,/wiki/Pike
+Karasu,/wiki/Karasu
+Sheepshead,/wiki/Sheepshead
+Ginrummy,/wiki/Ginrummy
+Tristan,/wiki/Tristan
+Jack,/wiki/Jack
+Edward Weevil,/wiki/Edward_Weevil
+Ryokugyu,/wiki/Ryokugyu
+Morley,/wiki/Morley
+Bakkin,/wiki/Bakkin
+Zunesha,/wiki/Zunesha
+Carrot,/wiki/Carrot
+Wanda,/wiki/Wanda
+Wany,/wiki/Wany
+Bariete,/wiki/Bariete
+Roddy,/wiki/Roddy
+Blackback,/wiki/Blackback
+Pedro,/wiki/Pedro
+Inuarashi,/wiki/Inuarashi
+Yomo,/wiki/Yomo
+Miyagi,/wiki/Miyagi
+Milky,/wiki/Milky
+Shishilian,/wiki/Shishilian
+Monjii,/wiki/Monjii
+Nekomamushi,/wiki/Nekomamushi
+Giovanni,/wiki/Giovanni
+Concelot,/wiki/Concelot
+Keith,/wiki/Keith
+Ikkaku,/wiki/Ikkaku
+Uni,/wiki/Uni
+Clione,/wiki/Clione
+Vito,/wiki/Vito
+Raizo,/wiki/Raizo
+Gild Tesoro,/wiki/Gild_Tesoro
+Shanba,/wiki/Shanba
+Sarie Nantokanette,/wiki/Sarie_Nantokanette
+Ham Burger,/wiki/Ham_Burger
+Beer VI,/wiki/Beer_VI
+Charlotte Chiffon,/wiki/Charlotte_Chiffon
+Gotti,/wiki/Gotti
+Vinsmoke Yonji,/wiki/Vinsmoke_Yonji
+Vinsmoke Reiju,/wiki/Vinsmoke_Reiju
+Charlotte Amande,/wiki/Charlotte_Amande
+Randolph,/wiki/Randolph
+Diesel,/wiki/Diesel
+Prometheus,/wiki/Prometheus
+Zeus,/wiki/Zeus
+Rabiyan,/wiki/Rabiyan
+Choco Police,/wiki/Choco_Police
+Vinsmoke Ichiji,/wiki/Vinsmoke_Ichiji
+Vinsmoke Niji,/wiki/Vinsmoke_Niji
+Charlotte Opera,/wiki/Charlotte_Opera
+Charlotte Moscato,/wiki/Charlotte_Moscato
+Charlotte Mont-d'Or,/wiki/Charlotte_Mont-d%27Or
+Charlotte Galette,/wiki/Charlotte_Galette
+Baccarat,/wiki/Baccarat
+Dice,/wiki/Dice
+Tanaka,/wiki/Tanaka
+Carina,/wiki/Carina
+Raise Max,/wiki/Raise_Max
+Charlotte Praline,/wiki/Charlotte_Praline
+Charlotte Brûlée,/wiki/Charlotte_Br%C3%BBl%C3%A9e
+Noble Croc,/wiki/Noble_Croc
+Pound,/wiki/Pound
+Vinsmoke Judge,/wiki/Vinsmoke_Judge
+Charlotte Perospero,/wiki/Charlotte_Perospero
+Capone Pez,/wiki/Capone_Pez
+Gloriosa,/wiki/Gloriosa
+Charlotte Cracker,/wiki/Charlotte_Cracker
+Kingbaum,/wiki/Kingbaum
+Cosette,/wiki/Cosette
+Vinsmoke Sora,/wiki/Vinsmoke_Sora
+Époni,/wiki/%C3%89poni
+Nyasha,/wiki/Nyasha
+Charlotte Counter,/wiki/Charlotte_Counter
+Charlotte Cadenza,/wiki/Charlotte_Cadenza
+Charlotte Cabaletta,/wiki/Charlotte_Cabaletta
+Charlotte Raisin,/wiki/Charlotte_Raisin
+Charlotte Mascarpone,/wiki/Charlotte_Mascarpone
+Charlotte Decuplets,/wiki/Charlotte_Decuplets
+Charlotte Joscarpone,/wiki/Charlotte_Joscarpone
+Charlotte Myukuru,/wiki/Charlotte_Myukuru
+Charlotte Anglais,/wiki/Charlotte_Anglais
+Charlotte Wiro,/wiki/Charlotte_Wiro
+Charlotte De-Chat,/wiki/Charlotte_De-Chat
+Charlotte Dolce and Dragée,/wiki/Charlotte_Dolce_and_Drag%C3%A9e
+Charlotte Wafers,/wiki/Charlotte_Wafers
+Charlotte Normande,/wiki/Charlotte_Normande
+Charlotte Anana,/wiki/Charlotte_Anana
+Charlotte Smoothie,/wiki/Charlotte_Smoothie
+Rambo,/wiki/Rambo
+Eggplant Soldier,/wiki/Eggplant_Soldier
+Zepo,/wiki/Zepo
+Charlotte Nusstorte,/wiki/Charlotte_Nusstorte
+Charlotte Dacquoise,/wiki/Charlotte_Dacquoise
+Charlotte Kato,/wiki/Charlotte_Kato
+Charlotte Mondée,/wiki/Charlotte_Mond%C3%A9e
+Charlotte Melise,/wiki/Charlotte_Melise
+Streusen,/wiki/Streusen
+Loki,/wiki/Loki
+Charlotte Katakuri,/wiki/Charlotte_Katakuri
+Charlotte Basskarte,/wiki/Charlotte_Basskarte
+Charlotte Compote,/wiki/Charlotte_Compote
+Charlotte Angel,/wiki/Charlotte_Angel
+Charlotte Cinnamon,/wiki/Charlotte_Cinnamon
+Charlotte Poire,/wiki/Charlotte_Poire
+Du Feld,/wiki/Du_Feld
+Drug Peclo,/wiki/Drug_Peclo
+Morgans,/wiki/Morgans
+Giberson,/wiki/Giberson
+Umit,/wiki/Umit
+Jigra,/wiki/Jigra
+Stussy,/wiki/Stussy
+Charlotte Daifuku,/wiki/Charlotte_Daifuku
+Charlotte Oven,/wiki/Charlotte_Oven
+Charlotte Dosmarche,/wiki/Charlotte_Dosmarche
+Charlotte Marnier,/wiki/Charlotte_Marnier
+Charlotte Citron,/wiki/Charlotte_Citron
+Carmel,/wiki/Carmel
+Charlotte Zuccotto,/wiki/Charlotte_Zuccotto
+Charlotte Noisette,/wiki/Charlotte_Noisette
+Charlotte High-Fat,/wiki/Charlotte_High-Fat
+Charlotte Tablet,/wiki/Charlotte_Tablet
+Charlotte Saint-Marc,/wiki/Charlotte_Saint-Marc
+Charlotte Basans,/wiki/Charlotte_Basans
+Charlotte Kanten,/wiki/Charlotte_Kanten
+Charlotte Mobile,/wiki/Charlotte_Mobile
+Charlotte Custard,/wiki/Charlotte_Custard
+Charlotte Mozart,/wiki/Charlotte_Mozart
+Charlotte Compo,/wiki/Charlotte_Compo
+Charlotte Laurin,/wiki/Charlotte_Laurin
+Charlotte Effilée,/wiki/Charlotte_Effil%C3%A9e
+Charlotte Broyé,/wiki/Charlotte_Broy%C3%A9
+Charlotte Mash,/wiki/Charlotte_Mash
+Charlotte Cornstarch,/wiki/Charlotte_Cornstarch
+Jorul,/wiki/Jorul
+Jarul,/wiki/Jarul
+Raideen,/wiki/Raideen
+Gerd,/wiki/Gerd
+Pandora,/wiki/Pandora
+Charlotte Hachée,/wiki/Charlotte_Hach%C3%A9e
+Lady Tree,/wiki/Lady_Tree
+Uholisia,/wiki/Uholisia
+Chichilisia,/wiki/Chichilisia
+Buche,/wiki/Buche
+WCI 31,/wiki/WCI_31
+Charlotte Bavarois,/wiki/Charlotte_Bavarois
+Charlotte Flampe,/wiki/Charlotte_Flampe
+Charlotte Snack,/wiki/Charlotte_Snack
+Charlotte Chiboust,/wiki/Charlotte_Chiboust
+Charlotte Brownie,/wiki/Charlotte_Brownie
+Charlotte Yuen,/wiki/Charlotte_Yuen
+Charlotte Nougat,/wiki/Charlotte_Nougat
+Charlotte Joconde,/wiki/Charlotte_Joconde
+Charlotte Marble,/wiki/Charlotte_Marble
+Charlotte Prim,/wiki/Charlotte_Prim
+Charlotte Montb,/wiki/Charlotte_Montb
+Charlotte Maple,/wiki/Charlotte_Maple
+Charlotte Panna,/wiki/Charlotte_Panna
+Road,/wiki/Road
+Goldberg,/wiki/Goldberg
+Gally,/wiki/Gally
+Komane,/wiki/Komane
+Peachbeard,/wiki/Peachbeard
+Belo Betty,/wiki/Belo_Betty
+Lindbergh,/wiki/Lindbergh
+Matryo Princesses,/wiki/Matryo_Princesses
+Mororon,/wiki/Mororon
+Tacos,/wiki/Tacos
+Ahiru,/wiki/Ahiru
+Columbus,/wiki/Columbus
+Im,/wiki/Im
+Gion,/wiki/Gion
+Tokikake,/wiki/Tokikake
+Donquixote Mjosgard,/wiki/Donquixote_Mjosgard
+Kozuki Hiyori,/wiki/Kozuki_Hiyori
+Toyama Tsujigiro,/wiki/Toyama_Tsujigiro
+Giro Chintaro,/wiki/Giro_Chintaro
+Tsugaru Umi,/wiki/Tsugaru_Umi
+Minatomo (Wano),/wiki/Minatomo_(Wano)
+Gama Pyonnosuke,/wiki/Gama_Pyonnosuke
+Oide,/wiki/Oide
+Tama (Sphinx),/wiki/Tama_(Sphinx)
+Komachiyo,/wiki/Komachiyo
+Hihimaru,/wiki/Hihimaru
+Massui,/wiki/Massui
+Tama,/wiki/Tama
+Tenguyama Hitetsu,/wiki/Tenguyama_Hitetsu
+Tsuru (Wano),/wiki/Tsuru_(Wano)
+Kikunojo,/wiki/Kikunojo
+Urashima,/wiki/Urashima
+Holdem,/wiki/Holdem
+Kamijiro,/wiki/Kamijiro
+Batman,/wiki/Batman
+Gazelleman,/wiki/Gazelleman
+Mouseman,/wiki/Mouseman
+Snakeman (Gifter),/wiki/Snakeman_(Gifter)
+Speed,/wiki/Speed
+Rabbitman,/wiki/Rabbitman
+Sarahebi,/wiki/Sarahebi
+Kozuki Toki,/wiki/Kozuki_Toki
+Denjiro,/wiki/Denjiro
+King,/wiki/King
+Queen,/wiki/Queen
+Kozuki Oden,/wiki/Kozuki_Oden
+Ashura Doji,/wiki/Ashura_Doji
+Kawamatsu,/wiki/Kawamatsu
+Jibuemon,/wiki/Jibuemon
+Shinobu,/wiki/Shinobu
+Gorobe,/wiki/Gorobe
+Dobon,/wiki/Dobon
+Hyogoro,/wiki/Hyogoro
+Kuni,/wiki/Kuni
+Kurozumi Orochi,/wiki/Kurozumi_Orochi
+Kaku (Wano),/wiki/Kaku_(Wano)
+Suke,/wiki/Suke
+Toko,/wiki/Toko
+Bingo,/wiki/Bingo
+Bungo,/wiki/Bungo
+Bongo,/wiki/Bongo
+Page One,/wiki/Page_One
+Kumagoro,/wiki/Kumagoro
+Kobe,/wiki/Kobe
+Kisegawa,/wiki/Kisegawa
+Tokijiro,/wiki/Tokijiro
+Rakuda,/wiki/Rakuda
+Shimotsuki Yasuie,/wiki/Shimotsuki_Yasuie
+Fukurokuju,/wiki/Fukurokuju
+Daikoku,/wiki/Daikoku
+Hanzo,/wiki/Hanzo
+Fujin,/wiki/Fujin
+Raijin,/wiki/Raijin
+Chome,/wiki/Chome
+Jigoku Benten,/wiki/Jigoku_Benten
+Bishamon,/wiki/Bishamon
+Yazaemon,/wiki/Yazaemon
+Kazekage,/wiki/Kazekage
+Sarutobi,/wiki/Sarutobi
+Alpacaman,/wiki/Alpacaman
+Daifugo,/wiki/Daifugo
+Babanuki,/wiki/Babanuki
+Solitaire,/wiki/Solitaire
+Onimaru,/wiki/Onimaru
+Madilloman,/wiki/Madilloman
+Dachoman,/wiki/Dachoman
+Omasa,/wiki/Omasa
+Tsunagoro,/wiki/Tsunagoro
+Cho,/wiki/Cho
+Yatappe,/wiki/Yatappe
+Douglas Bullet,/wiki/Douglas_Bullet
+Tetsu,/wiki/Tetsu
+Jo,/wiki/Jo
+Hanji,/wiki/Hanji
+Hotei,/wiki/Hotei
+Shimotsuki Ushimaru,/wiki/Shimotsuki_Ushimaru
+Jaki,/wiki/Jaki
+Charlotte Lola,/wiki/Charlotte_Lola
+Ramen,/wiki/Ramen
+Rocks D. Xebec,/wiki/Rocks_D._Xebec
+Nozdon,/wiki/Nozdon
+Sunbell,/wiki/Sunbell
+Doringo,/wiki/Doringo
+Kozuki Sukiyaki,/wiki/Kozuki_Sukiyaki
+Banzaburo,/wiki/Banzaburo
+Katsuzo,/wiki/Katsuzo
+Shiki,/wiki/Shiki
+Mountain God,/wiki/Mountain_God
+Hitsugisukan,/wiki/Hitsugisukan
+Kurozumi Higurashi,/wiki/Kurozumi_Higurashi
+Kurozumi Semimaru,/wiki/Kurozumi_Semimaru
+Taro,/wiki/Taro
+Petermoo,/wiki/Petermoo
+Ganryu (Roger Pirates),/wiki/Ganryu_(Roger_Pirates)
+Millet Pine,/wiki/Millet_Pine
+Mr. Momora,/wiki/Mr._Momora
+Donquino,/wiki/Donquino
+CB Gallant,/wiki/CB_Gallant
+Yui,/wiki/Yui
+Rangram,/wiki/Rangram
+Spencer,/wiki/Spencer
+Mugren,/wiki/Mugren
+MAX Marks,/wiki/MAX_Marks
+Moon Isaac Jr.,/wiki/Moon_Isaac_Jr.
+Bankuro,/wiki/Bankuro
+Blumarine,/wiki/Blumarine
+Erio,/wiki/Erio
+Rowing,/wiki/Rowing
+Jacksonbanner,/wiki/Jacksonbanner
+wikipedia:Arashi,http://en.wikipedia.org/wiki/Arashi
+Yamato,/wiki/Yamato
+Ulti,/wiki/Ulti
+Who's-Who,/wiki/Who%27s-Who
+Black Maria,/wiki/Black_Maria
+Sasaki,/wiki/Sasaki
+Juki,/wiki/Juki
+Mizerka,/wiki/Mizerka
+Gorishiro,/wiki/Gorishiro
+Bao Huang,/wiki/Bao_Huang
+Hatcha,/wiki/Hatcha
+Nangi,/wiki/Nangi
+Goki,/wiki/Goki
+Briscola,/wiki/Briscola
+Fourtricks,/wiki/Fourtricks
+Hamlet,/wiki/Hamlet
+Poker,/wiki/Poker
+Animal Species/Strong World,/wiki/Animal_Species/Strong_World#Black_Brothers
+Caimanlady,/wiki/Caimanlady
+Bunbuku,/wiki/Bunbuku

requirements.txt

@@ -0,0 +1,8 @@
+datasets
+beautifulsoup4==4.11.2
+pandas==1.5.3
+numpy==1.24.2
+jupyter==1.0.0
+pyyaml
+plotly==5.13.1
+altair<5 # if you encounter ModuleNotFoundError: No module named ‘altair.vegalite.v4’ 

src/arcs.py

@@ -0,0 +1,34 @@
+def generate_arc(current_chapter):
+    arcs = {"Romance Dawn": [i for i in range(1, 8)],
+        "Orange Town": [i for i in range(8, 22)],
+        "Syrup Village": [i for i in range(22, 42)],
+        "Baratie": [i for i in range(42, 69)],
+        "Arlong Park": [i for i in range(69, 96)],
+        "Loguetown": [i for i in range(96, 101)],
+        "Reverse Mountain": [i for i in range(101, 106)],
+        "Whiskey Peak": [i for i in range(106, 115)],
+        "Little Garden": [i for i in range(115, 130)],
+        "Drum Island": [i for i in range(130, 155)],
+        "Arabasta": [i for i in range(155, 218)],
+        "Jaya" : [i for i in range(218, 237)],
+        "Skypeia" : [i for i in range(237, 303)],
+        "Long Ring Long Land" : [i for i in range(303, 322)],
+        "Water 7" : [i for i in range(322, 375)],
+        "Enies Lobby" : [i for i in range(375, 431)],
+        "Post-Enies Lobby" : [i for i in range(431, 442)],
+        "Thriller Bark" : [i for i in range(442, 490)],
+        "Sabaody Archipelago" : [i for i in range(490, 514)],
+        "Amazon Lily" : [i for i in range(514, 525)],
+        "Impel Down" : [i for i in range(525, 550)],
+        "Marineford" : [i for i in range(550, 581)],
+        "Summit War: Post-War" : [i for i in range(581, 598)],
+        "Return to Sabaody" : [i for i in range(598, 603)],
+        "Fish-man Island" : [i for i in range(603, 654)],
+        "Punk Hazard" : [i for i in range(654, 700)],
+        "Dressrosa" : [i for i in range(700, 802)],
+        "Zou" : [i for i in range(802, 825)],
+        "Whole Cake Island" : [i for i in range(825, 903)],
+        "Levely" : [i for i in range(903, 909)],
+        "Wano Country" : [i for i in range(909, current_chapter)]
+        }
+    return arcs

src/dashboard.py

@@ -0,0 +1,167 @@
+import pandas as pd
+import numpy as np
+import dash
+import dash_core_components as dcc
+import dash_html_components as html
+from dash.dependencies import Input, Output
+import plotly.express as px
+# import seaborn as sns
+# import matplotlib.pyplot as plt
+from src.arcs import generate_arc
+from src.preprocess import get_last_known_bounty, get_latest_age, get_main_crew
+from configparser import ConfigParser, ExtendedInterpolation
+import warnings
+
+warnings.filterwarnings("ignore")
+
+pl_config = ConfigParser(interpolation=ExtendedInterpolation())
+pl_config.read('cfg/cfg.ini')
+
+end_chap = pl_config['SCRAPER'].getint('end_chap') + 1
+char_link_fp = pl_config['SCRAPER'].get('char_link_fp')
+chap_appearance_fp = pl_config['SCRAPER'].get('chap_appearance_fp')
+char_details_fp = pl_config['SCRAPER'].get('char_details_fp')
+age_bounty_fp = pl_config['SCRAPER'].get('age_bounty_fp')
+
+def generate_df():
+    appearance_df = pd.read_csv(chap_appearance_fp)
+    char_details_df = pd.read_csv(char_details_fp)
+    df_age_bounty = pd.read_csv(age_bounty_fp)
+    return appearance_df, char_details_df, df_age_bounty
+
+all_dims = ['Chapter', 'Appearance', 'Arc', 'Character', 'Appearance Notes']
+
+appearance_df, char_details_df, df_age_bounty = generate_df()
+
+def fig_app_by_arc(appearance_df, height):
+    fig_app_by_arc = px.histogram(appearance_df[appearance_df['Appearance'].isin(appearance_df['Appearance'].value_counts().head(20).index.tolist())], 
+                                x='Appearance', 
+                                color = 'Arc', 
+                                barmode='group',
+                                labels={
+                                    "Appearance": "Name",
+                                    "counts": "Counts"
+                                },
+                                height = height
+                                )
+
+    fig_app_by_arc.update_layout(
+                                xaxis_title="Name",
+                                yaxis_title="",
+                                )
+    return fig_app_by_arc
+
+def fig_app_by_arc_sunburst(appearance_df):
+    fig_app_by_arc_sunburst = px.sunburst(appearance_df[appearance_df['Appearance'].isin(appearance_df['Appearance'].value_counts().head(10).index.tolist())], 
+                                path = ['Appearance', 'Arc'],
+                                width = 800,
+                                height = 800)
+    return fig_app_by_arc_sunburst
+
+def fig_latest_bounty(char_details_df, height):
+    fig_latest_bounty = px.bar(char_details_df[char_details_df['last_bounty'] > 0].head(50), 
+                            x = 'Name', 
+                            y = 'last_bounty', 
+                            height = height, 
+                            log_y = True)
+    fig_latest_bounty.update_layout(
+                                xaxis_title="Name",
+                                yaxis_title="Last Bounty",
+                                xaxis={'categoryorder':'total descending'}
+                                )
+    return fig_latest_bounty
+    
+def fig_latest_bounty_dist(char_details_df, height):
+    fig_latest_bounty_dist = px.histogram(char_details_df, 
+                                    x="last_bounty", 
+                                    nbins =  00,
+                                    height = height)
+
+    fig_latest_bounty_dist.update_layout(
+                                xaxis_title="Bounty Group",
+                                yaxis_title="",
+                                )
+    return fig_latest_bounty_dist
+
+def fig_latest_age_to_bounty(df_age_bounty,height):
+    fig_latest_age_to_bounty = px.scatter(x = df_age_bounty['latest_age'], 
+                                        y=df_age_bounty['last_bounty'], 
+                                        color = df_age_bounty['Name'],
+                                        labels={
+                                            "latest_age": "Age",
+                                            "last_bounty": "Latest Bounty",
+                                            "Name": "Name"
+                                            },
+                                        height = height)
+    fig_latest_age_to_bounty.update_xaxes(tickangle=0)
+    fig_latest_age_to_bounty.update_layout(
+                                            xaxis_title="Age",
+                                            yaxis_title="Bounty Amount",
+                                            )
+    return fig_latest_age_to_bounty
+
+def fig_age_to_bounty_by_crew(df_age_bounty, height):
+    fig_age_to_bounty_by_crew = px.scatter(x = df_age_bounty['latest_age'], 
+                                        y=df_age_bounty['last_bounty'], 
+                                        color = df_age_bounty['main_crew'],
+                                        labels={
+                                            "latest_age": "Age",
+                                            "last_bounty": "Latest Bounty",
+                                            "main_crew": "Crew"
+                                            },
+                                            height = height)
+    fig_age_to_bounty_by_crew.update_xaxes(tickangle=0)
+    fig_age_to_bounty_by_crew.update_layout(
+                                            xaxis_title="Age",
+                                            yaxis_title="Bounty Amount",
+                                            )
+    return fig_age_to_bounty_by_crew
+
+height = 650
+
+external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css']
+
+app = dash.Dash(__name__, external_stylesheets=external_stylesheets)
+server = app.server
+
+app.layout = html.Div(
+    children = [
+                html.H1(children='One Dash'),
+                html.H2(children='''
+                    Top 20 Character Appearance
+                '''),
+                dcc.Graph(id="histo_app_by_arc", 
+                          figure=fig_app_by_arc(appearance_df, height)),
+                html.H2(children='''
+                    Top 10 Character Appearance!
+                '''),
+                html.H3(children='''
+                    Click on the name to expand on their info!
+                '''),
+                dcc.Graph(id="fig_app_by_arc_sunburst",
+                          figure=fig_app_by_arc_sunburst(appearance_df)),
+                html.H2(children='''
+                    Top 50 Latest bounty (log scaled)
+                '''),
+                dcc.Graph(id="histo_latest_bounty", 
+                          figure=fig_latest_bounty(char_details_df, height)),
+                html.H2(children='''
+                    Bounty histogram
+                '''),
+                dcc.Graph(id = "fig_latest_bounty_dist",
+                         figure = fig_latest_bounty_dist(char_details_df, height)),
+                html.H2(children='''
+                    Bounty by Age
+                '''),
+                dcc.Graph(id="scatter_latest_age_to_bounty", 
+                          figure=fig_latest_age_to_bounty(df_age_bounty,height)),
+                html.H2(children='''
+                    Bounty by Age grouped by Crew
+                '''),
+                dcc.Graph(id="scatter_age_bounty_crew", 
+                          figure=fig_age_to_bounty_by_crew(df_age_bounty, height)),
+                ]
+                    )
+
+if __name__ == '__main__':
+    app.run_server(debug=True)

src/main.py

@@ -0,0 +1,47 @@
+from src.scrape_char_details import scrape_char_details
+from src.scraper_chap_appearance import scrape_chap_appearances
+from src.scraper_char_list import scrape_char_links
+from configparser import ConfigParser, ExtendedInterpolation
+import argparse
+
+import pandas as pd
+import os.path
+
+def main_scraper(path_to_config): 
+    pl_config = ConfigParser(interpolation=ExtendedInterpolation())
+    pl_config.read(path_to_config)
+
+    end_chap = pl_config['SCRAPER'].getint('end_chap') + 1
+    char_link_fp = pl_config['SCRAPER'].get('char_link_fp')
+    chap_appearance_fp = pl_config['SCRAPER'].get('chap_appearance_fp')
+    char_details_fp = pl_config['SCRAPER'].get('char_details_fp')
+
+    if pl_config['SCRAPER'].getboolean('char_link'):
+        print ("scraping char links")
+        char_dict = {}
+        scrape_char_links(char_dict, end_chap = end_chap)
+        df = pd.DataFrame.from_dict(char_dict, orient = 'index',columns=['Link'])
+        df = df.reset_index()
+        df.to_csv(char_link_fp, index = False)
+
+    if pl_config['SCRAPER'].getboolean('chap_appearance'):
+        print ("scraping char appearance")
+        if os.path.exists(chap_appearance_fp):
+            df = pd.read_csv(chap_appearance_fp)
+        else:
+            df = pd.DataFrame()
+        newdf = scrape_chap_appearances(df = df, end_chap = end_chap)
+        newdf.to_csv(chap_appearance_fp, index=False)
+
+    if pl_config['SCRAPER'].getboolean('char_details'):
+        print ("scraping character details")
+        char_link_df = pd.read_csv(char_link_fp)
+        scrape_char_details(char_link_df, save_file_name = char_details_fp)
+
+if __name__ == '__main__':
+    parser = argparse.ArgumentParser()
+    parser.add_argument('--path_to_config', default='cfg/cfg.ini', help='path to config file')
+    args = parser.parse_args()
+    main_scraper(path_to_config = args.path_to_config)
+
+

src/preprocess.py

@@ -0,0 +1,95 @@
+import re
+import numpy as np
+from src.arcs import generate_arc
+import warnings
+import pandas as pd
+from configparser import ConfigParser, ExtendedInterpolation
+
+warnings.filterwarnings("ignore")
+
+def get_last_known_bounty(row):
+    """get latest bounty for each character row
+    """
+    if type(row) == float:
+        return row
+    elif type(row) == str:
+        x = re.sub(r"\[.*?\]", " ", row)
+        x = x.split(" ")
+        ret = ''.join([n for n in x[0] if n.isdigit()])
+        if len(ret) ==0:
+            return np.nan
+        return int(ret)
+
+def get_latest_age(row):
+    if type(row) == str:
+        x = re.sub(r"\[.*?\]", " ", row)
+        x = re.sub(r"\(.*?\)", " ", x)
+        x = x.replace(";", "")
+        x = x.split(" ")
+        
+        ret = ' '.join([n for n in x if n.isdigit()])
+        ret = ret.split(" ")
+        newret = []
+        for i in ret:
+            try:
+                newret.append(int(i))
+            except:
+                newret.append(i)
+
+        return (max(newret))
+
+def get_main_crew(row):
+    if type(row) == str:
+        x = re.sub(r"\[.*?\]", " ", row)
+        x = re.sub(r"\(.*?\)", " ", x)
+        x = x.split(";")
+        # x = x.split("")
+        return x[0]
+
+class cleaner:
+    def __init__(self, config_path = 'cfg/cfg.ini'):
+
+        pl_config = ConfigParser(interpolation=ExtendedInterpolation())
+        pl_config.read(config_path)
+
+        self.end_chap = pl_config['SCRAPER'].getint('end_chap') + 1
+        self.char_link_fp = pl_config['SCRAPER'].get('char_link_fp')
+        self.chap_appearance_fp = pl_config['SCRAPER'].get('chap_appearance_fp')
+        self.char_details_fp = pl_config['SCRAPER'].get('char_details_fp')
+        self.age_bounty_fp = pl_config['SCRAPER'].get('age_bounty_fp')
+        self.arcs = generate_arc(self.end_chap)
+    
+    def arc_col(self,row):
+        """function to generate arc per row for appearance df
+        """
+        for key in self.arcs:
+            if row['Chapter'] in self.arcs[key]:
+                return key
+        return "None"
+    
+    def preprocess_data(self):
+        # preprocess to add arc 
+        appearance_df = pd.read_csv(self.chap_appearance_fp)
+        # appearance_df['Chapter'] = appearance_df['Chapter'].ffill()
+        # df['Arc Name'] = df['Arc Name'].ffill()
+        
+        appearance_df['Appearance'] = appearance_df['Character'].str.split("(",expand=True)[0]
+        appearance_df['Appearance Notes'] = appearance_df['Character'].str.split("(",expand=True)[1]
+        appearance_df['Appearance Notes'] = appearance_df['Appearance Notes'].str.replace(")", "", regex = True)
+        appearance_df['Arc'] = appearance_df.apply(self.arc_col, axis =1) 
+
+        char_details_df = pd.read_csv(self.char_details_fp)
+        char_details_df['last_bounty'] = char_details_df['bounty'].apply(get_last_known_bounty)
+        char_details_df['latest_age'] = char_details_df['age'].apply(get_latest_age)
+        char_details_df['latest_age']= char_details_df['latest_age'].fillna(value=np.nan)
+        char_details_df['main_crew'] = char_details_df['affiliation'].apply(get_main_crew)
+        df_age_bounty = char_details_df.dropna(subset=['latest_age', 'last_bounty'])
+        df_age_bounty['latest_age'] = df_age_bounty['latest_age'].astype('int')
+
+        appearance_df.to_csv(self.chap_appearance_fp, index = False)
+        char_details_df.to_csv(self.char_details_fp, index = False)
+        df_age_bounty.to_csv(self.age_bounty_fp, index = False)
+
+if __name__ == '__main__':
+    cleaner = cleaner()
+    cleaner.preprocess_data()

src/scrape_char_details.py

@@ -0,0 +1,47 @@
+import requests
+from bs4 import BeautifulSoup
+import pandas as pd
+import sqlite3
+from sqlite3 import Error
+
+
+def create_connection(db_file):
+    """ create a database connection to a SQLite database """
+    conn = None
+    conn = sqlite3.connect(db_file)
+    if conn:
+        conn.close()
+
+def scrape_char_details(char_link_df, save_file_name):
+    char_links = char_link_df['Link'].tolist()
+    df = pd.DataFrame()    
+    for char_link in char_links:
+        try:
+            URL = f'https://onepiece.fandom.com{char_link}'
+            page = requests.get(URL)
+            soup = BeautifulSoup(page.content, 'html.parser')
+            table = soup.find('aside', {'role': 'region'} )
+            
+            name = table.find("h2", {"data-source": "name"}).text
+            char_det_dict = {"Name": name}
+            det_list = ['first','affiliation', 'occupation','residence', 'epithet','status', 'age', 'bounty', 'dfname']
+            for det in det_list:
+                if table.find("div", {"data-source": det}) is not None:
+                    text_value = table.find("div", {"data-source": det}).find("div", {"class": "pi-data-value pi-font"}).text
+                    if text_value is not None:
+                        char_det_dict[det] = text_value 
+                    else:
+                        char_det_dict[det] = [i.get("title") for i in table.find("div", {"data-source": det}).find("div").find_all("a")]
+            df = df.append(char_det_dict, ignore_index=True)
+        except:
+            print(f'Unable to process: {char_link}')
+            continue
+    df.to_csv(save_file_name, index=False)
+    # print (char_det_dict)
+        
+if __name__ == '__main__':
+    # dbname = r"data/OPdash.db"
+    # create_connection(dbname)
+    char_link_df = pd.read_csv('data/char_link.csv')
+    scrape_char_details(char_link_df, save_file_name = "data/char_details.csv")
+    

src/scraper_chap_appearance.py

@@ -0,0 +1,35 @@
+import requests
+from bs4 import BeautifulSoup
+import pandas as pd
+
+def scrape_chap_appearances(df, start_chap = 1, end_chap =5000, continue_last = True):
+    if df.empty == True:
+        curr_chapts = []
+    else: 
+        if continue_last:
+            curr_chapts = df['Chapter'].tolist()
+        else: curr_chapts = []
+    for i in range(start_chap, end_chap):
+        if i in curr_chapts:
+            continue
+        else:
+            if i % 100 == 0:
+                print (i)
+            # char_list = []
+            URL = f'https://onepiece.fandom.com/wiki/Chapter_{i}'
+            page = requests.get(URL)
+
+            soup = BeautifulSoup(page.content, 'html.parser')
+
+            table = soup.find('table', class_='CharTable')
+
+            for elem in table.find_all('li'):
+                # char_list.append(elem.text)
+                df = df.append({'Chapter': int(i), 'Character': elem.text}, ignore_index=True)
+    return df
+            # appearance_dict[i] = char_list
+
+# if __name__ == '__main__':
+#     df = pd.read_csv("data/onedash_chap_appearance.csv")
+#     newdf = scrape_chap_appearances(df = df, end_chap = 1006)
+#     newdf.to_csv("data/onedash_chap_appearance.csv", index=False)

src/scraper_char_list.py

@@ -0,0 +1,32 @@
+import requests
+from bs4 import BeautifulSoup
+import pandas as pd
+
+def scrape_char_links(char_dict, start_chap = 1, end_chap =5000, continue_last = True):
+    # if continue_last:
+    #     curr_chapts = df['Chapter'].tolist()
+    # else: curr_chapts = []
+    for i in range(start_chap, end_chap):
+        # if i in curr_chapts:
+        #     continue
+        # else:
+        if i % 100 == 0:
+            print (i)
+        # char_list = []
+        URL = f'https://onepiece.fandom.com/wiki/Chapter_{i}'
+        page = requests.get(URL)
+
+        soup = BeautifulSoup(page.content, 'html.parser')
+
+        table = soup.find('table', class_='CharTable')
+        
+        for elem in table.find_all('li'):
+            try:
+                # char_list.append(elem.text)
+                if elem.find('a').get('title') in char_dict:
+                    continue
+                else:
+                    char_dict[elem.find('a').get('title')] = elem.find('a').get('href')
+            except :
+                continue
+    return char_dict

src/upload_to_hf.py

@@ -0,0 +1,18 @@
+from datasets import Dataset
+from huggingface_hub import login
+import os
+import argparse
+
+print (os.environ.get('HF_TOKEN'))
+login(token = os.environ.get('HF_TOKEN'))
+
+# Create a Dataset object from your CSV file
+dataset = Dataset.from_csv('./data/age_bounty.csv')
+char_details_dataset = Dataset.from_csv('./data/char_details.csv')
+char_link_dataset = Dataset.from_csv('./data/char_link.csv')
+chap_appearance_dataset = Dataset.from_csv('./data/onedash_chap_appearance.csv')
+
+dataset.push_to_hub("tappyness1/one_dash")
+char_details_dataset.push_to_hub("tappyness1/one_dash")
+char_link_dataset.push_to_hub("tappyness1/one_dash")
+chap_appearance_dataset.push_to_hub("tappyness1/one_dash")