def make_statistics_tab(self, df):
stats_df = pd.DataFrame({
'Type': df.dtypes.replace('object', 'string'),
'Count': df.count(),
'Mean': df.mean(numeric_only=True),
'StdDev': df.std(numeric_only=True),
'Min': df.min(numeric_only=True),
'Max': df.max(numeric_only=True),
})
w = DataFrameViewer(stats_df)
w.setAutoFillBackground(True)
return w
def __init__(self, df):
super().__init__()
df = df.copy()
self.df = df
# DataFrame tab
self.dataframe_tab = DataFrameViewer(self.df)
self.addTab(self.dataframe_tab, "DataFrame")
# Statistics tab
try:
self.statistics_tab = self.make_statistics_tab(df)
self.addTab(self.statistics_tab, "Statistics")
except:
traceback.print_exc()
# Histogram tab
try:
if not (type(df.index) == pd.MultiIndex
or type(df.columns) == pd.MultiIndex):
histogram_tab = self.make_histogram_tab(df)
self.addTab(histogram_tab, "Histogram")
except:
traceback.print_exc()
def __init__(self, df):
super().__init__()
df = df.copy()
self.df = df
# DataFrame tab
self.dataframe_tab = DataFrameViewer(self.df)
self.addTab(self.dataframe_tab, "DataFrame")
# Statistics tab
try:
self.statistics_tab = self.make_statistics_tab(df)
self.addTab(self.statistics_tab, "Statistics")
except:
traceback.print_exc()
# Histogram tab
graph_maker = GraphBuilder(df)
self.addTab(graph_maker, "Grapher")
def __init__(self, df):
super().__init__()
df = df.copy()
self.df = df
# DataFrame tab
self.dataframe_tab = DataFrameViewer(self.df)
# JW: change from "DataFrame" -> "Data"
self.addTab(self.dataframe_tab, "Data")
# Statistics tab
self.statistics_tab = self.make_statistics_tab(df)
self.addTab(self.statistics_tab, "Statistics")
# Histogram tab
# JW: always show histogram
# if not (type(df.index) == pd.MultiIndex or type(df.columns) == pd.MultiIndex):
try:
histogram_tab = self.make_histogram_tab(df)
self.addTab(histogram_tab, "Histogram")
except:
pass