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A set of resources around Neo4J ninjas program

Home Page: https://www.kaggle.com/datasets/adriensales/neo4j-ninjas-duckdb-dataset

duckdb duckdb-database kaggle kaggle-notebook neo4j python data-science datavisualization

neo4j-ninjas's Introduction

neo4j-ninjas's People

Contributors

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Watchers

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neo4j-ninjas's Issues

:lady_beetle: Ninja Data Quality > Location

❔ About

There are some data quality issues around ninja's locations :

SELECT * from ninjas
where
     length(guessed_country_iso3) = 0;

image

🎯 Actions

Ninja Current Loc. Location
Arthur Namias de Crasto Curacao Curaçao
Drabo Constantin Burkina Faso Ouagadougou, Burkina Faso
John Dag Addy Accra Accra, Republic of Ghana
Alexandre Podar Sao Paulo SΓ£o Paulo, Brazil
Neylson Crepalde Sao Paulo SΓ£o Paulo, Brazil
Adrien Sales Noumea, New Guinea NoumΓ©a, New Caledonia
Piotr Blaszczyk Noumea, New Guinea WrocΕ‚aw, Poland

Ninja "Ponciano Barrios" does not exist

foreign key constraint because key "display_name: Ponciano Barrios" does not exist

ConstraintException: Constraint Error: Violates foreign key constraint because
key "display_name: Ponciano Barrios" does not exist in the referenced table

image

More social data about ninjas

On a dedicated csv file, store the following data :

  • linkedIn
  • twitter
  • DEV.to
  • Github

For the following people :

  • Tawanda Ewing
  • Arthur Namias de Crasto
  • Adrien Sales
  • Gabriel Matei Toma
  • Gabriel Tardif
  • Frank Zhao
  • Henock Tshibanda
  • Dairon Perez
  • Jan Ε½Γ‘k
  • Niklas Saers
  • Estelle Scifo
  • Soren-Klein
  • Sanjay Singh
  • Agung Raka Wibawa
  • Roei Levi
  • Christophe Willemsen
  • Koji Annoura
  • Sergio Haro
  • Ron van Weverwijk
  • Konrad KaliciΕ„ski
  • Benjamin Chu
  • Tomaz Bratanic
  • Fatjan Lala
  • Vlad Batushkov
  • CΓΌneyt Tyler
  • Sefik Ilkin Serengil
  • Cong Liu
  • Ghlen Nagels
  • Zihao Zhang
  • Maxime Guery
  • Adityendra Kumar Singh
  • Olga Kogan
  • Antonio Origlia
  • Alejandro Puerto
  • Luanne Misquitta
  • Mananai Saengsuwan
  • Vincent Rupp
  • Sixing Huang
  • Djordje Benn Maksimovic
  • Chintan Desay
  • Ido Faran
  • Filippo Minutella
  • Luis Eduardo Almazan
  • Jose Bacoy
  • Astrid Mochtarram
  • Bhavesh Bhatt
  • Gal Engelberg
  • Siraj Munir
  • Tom Nijhof
  • Sebastian Daschner
  • Yogesh Kulkarni
  • Joel_Duerksen
  • Philipp Brunenberg
  • Charchit Kapoor
  • Irsyad Adam
  • Elena Kohlwey
  • Mehul Gupta
  • Thomas Larsen
  • John Maiden
  • Jamie Gaskins
  • Trinette Brownhill
  • Donovan Bergin
  • Mark Heckler
  • Nikita Wootten
  • Justin Napolitano
  • Sean Robinson
  • Gary Lilienfield
  • David Hughes
  • Ashleigh Faith
  • Grant Beasley
  • Michael Black
  • Robert Piombino
  • Eric Solender
  • Michael McKenzie

Will Charles does not exist

ConstraintException: Constraint Error: Violates foreign key constraint
because key "display_name: Will Charles" does not exist in the referenced table

image

Ninjas without any social account

select *
    from social_accounts
where 
    linkedin_handle is null and
    neo4j_community_handle is null;
D select *
>     from social_accounts
> where 
>     linkedin_handle is null and
>     neo4j_community_handle is null;
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  display_name   β”‚ gender  β”‚ linkedin_handle β”‚ neo4j_community_handle β”‚
β”‚     varchar     β”‚ varchar β”‚     varchar     β”‚        varchar         β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Frank Zhao      β”‚ Male    β”‚                 β”‚                        β”‚
β”‚ Alexandre Podar β”‚ Male    β”‚                 β”‚                        β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
D 

Scraping issue

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Cell In[4], line 22
     20 i = 1
     21 for ninja in tqdm(ninjas):
---> 22     l_name = ninja.find('h4').text.strip()
     23     if len(l_name) > 0:
     24         l_raw_country = ninja.find('p').text.strip()

AttributeError: 'NoneType' object has no attribute 'text'

Due to a hole in the table :

image

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