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2021 NBA Draft Lottery Prospects

2021 NBA Draft Lottery Prospects Demographic and Advanced Statistics

@kaggle.mohammedfkhan_2021_nba_draft_lottery_prospects

About this Dataset

2021 NBA Draft Lottery Prospects

Context

Created a dataset to better identify predictors in prospect statistical profiles for NBA success. Decided on measurable and advanced metric data as the foundation for feature engineering.

Content

Data is acquired from a collection of verified and reputable sports websites (see metadata section). The statistics for each player are for their most recent season of basketball, in order to capture the most likely dvelopment and playstyle for each player.

Inspiration

My intention for this data is to label player archetypes and see how compatiable each players' playstyle is with their archetype.

Tables

N 2021 Draft

@kaggle.mohammedfkhan_2021_nba_draft_lottery_prospects.n_2021_draft
  • 15.86 KB
  • 15 rows
  • 22 columns
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CREATE TABLE n_2021_draft (
  "last" VARCHAR,
  "first" VARCHAR,
  "today" TIMESTAMP,
  "dob" TIMESTAMP,
  "age" DOUBLE,
  "height" DOUBLE,
  "wingspan" DOUBLE,
  "weight" BIGINT,
  "gp" BIGINT,
  "mp" BIGINT,
  "ts" DOUBLE,
  "efg" DOUBLE,
  "n_3par" DOUBLE,
  "ftr" DOUBLE,
  "orb" DOUBLE,
  "drb" DOUBLE,
  "trb" DOUBLE,
  "ast" DOUBLE,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "tov" DOUBLE,
  "usg" DOUBLE
);

N 2021 Nba Draft Lottery

@kaggle.mohammedfkhan_2021_nba_draft_lottery_prospects.n_2021_nba_draft_lottery
  • 15.85 KB
  • 15 rows
  • 22 columns
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CREATE TABLE n_2021_nba_draft_lottery (
  "last" VARCHAR,
  "first" VARCHAR,
  "today" TIMESTAMP,
  "dob" TIMESTAMP,
  "age" DOUBLE,
  "height" BIGINT,
  "wingspan" BIGINT,
  "weight" BIGINT,
  "gp" BIGINT,
  "mp" BIGINT,
  "ts" DOUBLE,
  "efg" DOUBLE,
  "n_3par" DOUBLE,
  "ftr" DOUBLE,
  "orb" DOUBLE,
  "drb" DOUBLE,
  "trb" DOUBLE,
  "ast" DOUBLE,
  "stl" DOUBLE,
  "blk" DOUBLE,
  "tov" DOUBLE,
  "usg" DOUBLE
);