code: def _list_of_dict_to_arrays(
      data, columns, coerce_float=False, dtype=None
  ):
      if columns is None:
          gen = (list(x.keys()) for x in data)
          sort = not any(isinstance(d, OrderedDict) for d in data)
          columns = lib.fast_unique_multiple_list_gen(gen, sort=sort)
  
      # assure that they are of the base dict class and not of derived
      # classes
      data = [(type(d) is dict) and d or dict(d) for d in data]
  
      content = list(lib.dicts_to_array(data, list(columns)).T)
      return _convert_object_array(
          content, columns, dtype=dtype, coerce_float=coerce_float
      )
  
imports: from collections import OrderedDict
  import numpy
  import numpy.ma
  from pandas._libs import lib
  from pandas._libs.tslibs import IncompatibleFrequency
  import pandas.compat
  from pandas.compat import get_range_parameters, lmap, lrange, raise_with_traceback, range
  from pandas.core.dtypes.cast import construct_1d_arraylike_from_scalar, construct_1d_ndarray_preserving_na, construct_1d_object_array_from_listlike, infer_dtype_from_scalar, maybe_cast_to_datetime, maybe_cast_to_integer_array, maybe_castable, maybe_convert_platform, maybe_infer_to_datetimelike, maybe_upcast
  from pandas.core.dtypes.common import is_categorical_dtype, is_datetime64tz_dtype, is_dtype_equal, is_extension_array_dtype, is_extension_type, is_float_dtype, is_integer_dtype, is_iterator, is_list_like, is_object_dtype, pandas_dtype
  from pandas.core.dtypes.generic import ABCDataFrame, ABCDatetimeIndex, ABCIndexClass, ABCPandasArray, ABCPeriodIndex, ABCSeries, ABCTimedeltaIndex
  from pandas.core.dtypes.missing import isna
  from pandas.core import algorithms, common
  from pandas.core.arrays import Categorical, ExtensionArray, period_array
  from pandas.core.index import Index, _get_objs_combined_axis, _union_indexes, ensure_index
  from pandas.core.indexes import base
  from pandas.core.internals import create_block_manager_from_arrays, create_block_manager_from_blocks
  from pandas.core.internals.arrays import extract_array
label_desc: Use image node_id 14 for calling a global function with example usage: _list_of_dict_to_arrays(data, columns, coerce_float, dtype) and returns: _convert_object_array