Визуализация данных
Денис Катаев
Тип диаграммы
- Круговая (пирожок)
- Линейчатая
- Гистограмма
- График
- Точечная
matplotlib.sankey.Sankey
matplotlib skins
matplotlib.pyplot.xkcd
vapeplot
Pylustrator
import pylustrator
pylustrator.start()
#% start: automatic generated code from pylustrator
plt.figure(1).set_size_inches(8.000000/2.54, 8.000000/2.54, forward=True)
plt.figure(1).axes[0].set_position([0.191879, 0.148168, 0.798133, 0.742010])
plt.figure(1).axes[0].set_xlabel("data x")
plt.figure(1).axes[0].set_ylabel("data y")
plt.figure(1).axes[1].set_position([0.375743, 0.603616, 0.339534, 0.248372])
plt.figure(1).axes[1].set_xlabel("data x")
plt.figure(1).axes[1].set_ylabel("data y")
plt.figure(1).axes[1].set_ylim(-40.0, 90.0)
#% end: automatic generated code from pylustratoranimatplot
bashplotlib
hist --file data/exp.txtscatter -x data/x_test.txt -y data/y_test.txtbitmapist4
redis + bitmap op
- Has user 123 been online today? This week? This month?
- Has user 123 performed action "X"?
- How many users have been active have this month? This hour?
- How many unique users have performed action "X" this week?
- How many % of users that were active last week are still active?
- How many % of users that were active last month are still active this month?
- What users performed action "X"?
(redis + bitmapist) + flask + wtforms
Wavedrom
Digital Timing Diagrams
Digital Timing Diagrams
json + js library
{ signal: [
{ name: "clk", wave: "P......" },
{ name: "bus", wave: "x.==.=x",
data: ["head", "body", "tail", "data"] },
{ name: "wire", wave: "0.1..0." }
]}
Визуализирует процесс
sqlalchemy + flask + json + wavedrom = PROFIT