Data sets for "Correlation of plastic events with local structure in jammed packings across spatial dimensions"

Plotted from "Correlation of plastic events with local structure in jammed packings across spatial dimensions".<br>Unless otherwise stated, all data are pickled python dictionaries, so one may e.g. do<br><br>```<br>import pickle<br><br>with open(filename, "rb") as f:<br> data = pickle.load(f)<br><br>print(data)<br>```<br><br>to see which data are present in the file.<br>## CZ_data.pkl and CS_data.pkl<br>These dictionaries contain the data used in Fig. 1 and Fig. S4. For example, to reproduce the main panels of Fig. 1, plot ``data["perc_list"][dim]`` vs. ``data["P_list"][dim]``, with ``data["std_list"][dim]`` as the error bar.<br><br>## corr_lengths.pkl<br>The data of Fig. 2. The pickle contains a tuple of four dictionaries, which contain Pressure, D2min correlation length, rescaled d2min correlation length, and Softness correlation length respectively.<br><br>## corrfuncs<br>Raw correlation function data as seen in Fig S7-S11, and thus used to generate the data of Fig. 2. Subdirectories specify system parameters – note phi=packing fraction, Lp=minus log base ten of pressure, and then within them each seed has a subdirectory, and each simulation frame containing a plastic event has its own file.<br><br>## PRZ_binned_std.pkl and PRZ_binned_mean.pkl<br>The data of figure 3, with Z scaled by standard deviation or mean respectively.<br><br>## PRZ_all.pkl<br>The data of figure S2.<br><br>## Z_dist.pkl<br>The data of figure S3.<br><br><br>

本绘图数据源自论文《跨空间维度堵塞堆积体系中塑性事件与局域结构的关联》。
除非另有说明，所有数据均为经Python pickle序列化的字典对象，可通过如下代码查看文件内包含的数据集：

import pickle

with open(filename, "rb") as f:
data = pickle.load(f)

print(data)

## CZ_data.pkl 与 CS_data.pkl
该类字典包含了图1及补充图S4所用的数据。例如，若要复现图1的主面板，可绘制`data["perc_list"][dim]`关于`data["P_list"][dim]`的曲线，并以`data["std_list"][dim]`作为误差棒。

## corr_lengths.pkl
该文件存储了图2所用的数据。其序列化内容为包含四个字典的元组，分别对应压强（Pressure）、D2min关联长度、归一化D2min关联长度以及软度（Softness）关联长度。

## corrfuncs
该目录存储了图S7至S11所示的原始关联函数数据，即用于生成图2数据的原始数据集。其子目录按体系参数划分——请注意其中phi为填充率（packing fraction），Lp为压强的常用对数负值；各子目录下按模拟种子（seed）进一步划分，每个包含塑性事件的模拟帧对应一个独立的数据文件。

## PRZ_binned_std.pkl 与 PRZ_binned_mean.pkl
该二者存储了图3所用的数据，其中Z分别以标准差和均值进行了归一化。

## PRZ_all.pkl
该文件存储了补充图S2所用的数据。

## Z_dist.pkl
该文件存储了补充图S3所用的数据。