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scrapenhl2/plot/usage.py

Summary

Maintainability
D
2 days
Test Coverage

Function parallel_usage_chart has 35 lines of code (exceeds 25 allowed). Consider refactoring.
Open

def parallel_usage_chart(**kwargs):
    """

    :param kwargs: Defaults to take last month of games for all teams.
Severity: Minor
Found in scrapenhl2/plot/usage.py - About 1 hr to fix

    Function parallel_coords_team_comparison has 35 lines of code (exceeds 25 allowed). Consider refactoring.
    Open

    def parallel_coords_team_comparison(**kwargs):
    """

    :param kwargs:
    Severity: Minor
    Found in scrapenhl2/plot/usage.py - About 1 hr to fix

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

          qocqot = qocqot[['FQoT', 'FQoC', 'DQoC', 'DQoT', 'TOION', 'TOIOFF', 'TOI60', 'PlayerName', 'PlayerInitials',
                     'Position']] \
        .sort_values('TOION', ascending=False) \
        .drop({'TOION', 'TOION', 'TOIOFF', 'TOI60'}, axis=1)
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 1 other location - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 43..46

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 47.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

          qocqot = qocqot[['FQoT', 'FQoC', 'DQoC', 'DQoT', 'TOION', 'TOIOFF', 'TOI60', 'PlayerName', 'PlayerInitials',
                     'Position']] \
        .sort_values('TOION', ascending=False) \
        .drop({'TOION', 'TOION', 'TOIOFF', 'TOI60'}, axis=1)
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 1 other location - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 107..110

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 47.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

          if 'startdate' not in kwargs and 'enddate' not in kwargs and \
                    'startseason' not in kwargs and 'endseason' not in kwargs:
        kwargs['last_n_days'] = 30
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 1 other location - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 84..86

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 46.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

          if 'startdate' not in kwargs and 'enddate' not in kwargs and \
                    'startseason' not in kwargs and 'endseason' not in kwargs:
        kwargs['last_n_days'] = 30
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 1 other location - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 20..22

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 46.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

          other_players = pd.concat([qocqot.drop('Position', axis=1), centers, wingers, defense]) \
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 1 other location - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 61..61

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 45.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

          other_players = pd.concat([qocqot.drop('Position', axis=1), centers, wingers, defense]) \
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 1 other location - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 125..125

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 45.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 4 locations. Consider refactoring.
      Open

          qocqot.loc[:, 'PlayerInitials'] = qocqot.PlayerID.apply(lambda x: helpers.get_lastname(players.player_as_str(x)))
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 3 other locations - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 36..36
      scrapenhl2/plot/usage.py on lines 100..100
      scrapenhl2/plot/usage.py on lines 101..101

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 42.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 4 locations. Consider refactoring.
      Open

          qocqot.loc[:, 'PlayerName'] = qocqot.PlayerID.apply(lambda x: helpers.get_lastname(players.player_as_str(x)))
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 3 other locations - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 37..37
      scrapenhl2/plot/usage.py on lines 100..100
      scrapenhl2/plot/usage.py on lines 101..101

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 42.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 4 locations. Consider refactoring.
      Open

          qocqot.loc[:, 'PlayerName'] = qocqot.PlayerID.apply(lambda x: helpers.get_lastname(players.player_as_str(x)))
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 3 other locations - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 36..36
      scrapenhl2/plot/usage.py on lines 37..37
      scrapenhl2/plot/usage.py on lines 101..101

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 42.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 4 locations. Consider refactoring.
      Open

          qocqot.loc[:, 'PlayerInitials'] = qocqot.PlayerID.apply(lambda x: helpers.get_lastname(players.player_as_str(x)))
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 3 other locations - About 1 hr to fix
      scrapenhl2/plot/usage.py on lines 36..36
      scrapenhl2/plot/usage.py on lines 37..37
      scrapenhl2/plot/usage.py on lines 100..100

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 42.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 6 locations. Consider refactoring.
      Open

          qocqot.loc[:, 'TOI60'] = qocqot.TOION / (qocqot.TOION + qocqot.TOIOFF)
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 5 other locations - About 40 mins to fix
      scrapenhl2/manipulate/manipulate.py on lines 440..440
      scrapenhl2/plot/team_score_shot_rate.py on lines 31..31
      scrapenhl2/plot/usage.py on lines 33..33
      scrapenhl2/plot/usage.py on lines 97..97
      scrapenhl2/plot/visualization_helper.py on lines 259..259

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 34.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 6 locations. Consider refactoring.
      Open

          qocqot.loc[:, 'TOI60'] = qocqot.TOION / (qocqot.TOION + qocqot.TOIOFF)
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 5 other locations - About 40 mins to fix
      scrapenhl2/manipulate/manipulate.py on lines 440..440
      scrapenhl2/plot/team_score_shot_rate.py on lines 31..31
      scrapenhl2/plot/usage.py on lines 97..97
      scrapenhl2/plot/usage.py on lines 159..159
      scrapenhl2/plot/visualization_helper.py on lines 259..259

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 34.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 6 locations. Consider refactoring.
      Open

          qocqot.loc[:, 'TOI60'] = qocqot.TOION / (qocqot.TOION + qocqot.TOIOFF)
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 5 other locations - About 40 mins to fix
      scrapenhl2/manipulate/manipulate.py on lines 440..440
      scrapenhl2/plot/team_score_shot_rate.py on lines 31..31
      scrapenhl2/plot/usage.py on lines 33..33
      scrapenhl2/plot/usage.py on lines 159..159
      scrapenhl2/plot/visualization_helper.py on lines 259..259

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 34.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

          vhelper.parallel_coords(pd.concat([forwards, defense]), other_players, 'PlayerInitials', 'PlayerName', axes.flatten()[3])
      Severity: Minor
      Found in scrapenhl2/plot/usage.py and 1 other location - About 30 mins to fix
      scrapenhl2/plot/usage.py on lines 127..127

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 32.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 4 locations. Consider refactoring.
      Open

          centers = forwards.query('Position == "C"').drop('Position', axis=1).iloc[:6, :]
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 3 other locations - About 30 mins to fix
      scrapenhl2/plot/usage.py on lines 51..51
      scrapenhl2/plot/usage.py on lines 52..52
      scrapenhl2/plot/usage.py on lines 116..116

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 32.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 4 locations. Consider refactoring.
      Open

          centers = forwards.query('Position == "C"').drop('Position', axis=1).iloc[:6, :]
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 3 other locations - About 30 mins to fix
      scrapenhl2/plot/usage.py on lines 52..52
      scrapenhl2/plot/usage.py on lines 115..115
      scrapenhl2/plot/usage.py on lines 116..116

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 32.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 4 locations. Consider refactoring.
      Open

          wingers = forwards.query('Position != "C"').drop('Position', axis=1).iloc[:6, :]
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 3 other locations - About 30 mins to fix
      scrapenhl2/plot/usage.py on lines 51..51
      scrapenhl2/plot/usage.py on lines 115..115
      scrapenhl2/plot/usage.py on lines 116..116

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 32.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 4 locations. Consider refactoring.
      Open

          wingers = forwards.query('Position != "C"').drop('Position', axis=1).iloc[:6, :]
      Severity: Major
      Found in scrapenhl2/plot/usage.py and 3 other locations - About 30 mins to fix
      scrapenhl2/plot/usage.py on lines 51..51
      scrapenhl2/plot/usage.py on lines 52..52
      scrapenhl2/plot/usage.py on lines 115..115

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 32.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

          vhelper.parallel_coords(pd.concat([forwards, defense]), other_players, 'PlayerInitials', 'PlayerName', axes.flatten()[3])
      Severity: Minor
      Found in scrapenhl2/plot/usage.py and 1 other location - About 30 mins to fix
      scrapenhl2/plot/usage.py on lines 63..63

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 32.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

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