ML之FE：基于自定义数据集(银行客户信息贷款和赔偿)对比实现特征衍生(手动设计新特征、利用featuretools工具实现自动特征生成)

男娘i 2023-01-03 04:14 62阅读 0赞

**目录**

基于自定义数据集(银行客户信息贷款和赔偿)对比实现特征衍生(T1手动设计新特征、T2利用featuretools工具实现自动特征生成)

设计思路

输出结果

T1、手动设计新特征

T2、利用featuretools工具实现自动特征生成

T2.1、79个Feature Primitives

T2.2、深度特征合成：指通过叠加多个基元来得到特征

1)、完整的数据框包含了254-5个新特征，特征工具通过结合与叠加基元特征构造了许多新特征

2)、完整的数据框包含了113-5个新特征

--------------------

**相关文章**  
[ML之FE：基于自定义数据集(银行客户信息贷款和赔偿)对比实现特征衍生(手动设计新特征、利用featuretools工具实现自动特征生成)][ML_FE_featuretools]  
[ML之FE：基于自定义数据集(银行客户信息贷款和赔偿)对比实现特征衍生(手动设计新特征、利用featuretools工具实现自动特征生成)实现][ML_FE_featuretools 1]

# 基于自定义数据集(银行客户信息贷款和赔偿)对比实现特征衍生(T1手动设计新特征、T2利用featuretools工具实现自动特征生成) #

## 设计思路 ##

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQxMTg1ODY4_size_16_color_FFFFFF_t_70][]

# 输出结果 #

clients 
        client_id  age       education  income  credit_score loan_type     joined
    0      44966   31  BachelorDegree   58530           822    credit 2019-05-13
    1      46602   24    DoctorDegree  176949           583      cash 2020-03-14
    2      38435   43    DoctorDegree  183813           596      home 2019-06-26
    3      47641   48    DoctorDegree  149357           532    credit 2020-06-25
    4      25942   18    DoctorDegree  227219           839      cash 2019-06-09
    loans 
        client_id loan_type  loan_amount  repaid  loan_id loan_start   loan_end  \
    0      44966    credit         7733       0    11246 2020-09-15 2023-02-22   
    1      46602      cash         9547       1    10612 2019-01-25 2021-09-22   
    2      38435      home         6615       0    10339 2019-05-13 2020-12-25   
    3      47641    credit         5050       1    10442 2020-02-22 2022-10-26   
    4      25942      cash        14059       0    11871 2019-04-10 2021-03-29   
    
       rate  
    0  0.42  
    1  4.03  
    2  5.65  
    3  7.51  
    4  3.58  
    payments 
        loan_id  payment_amount payment_date  missed
    0    11246            1136   2020-11-19       0
    1    11246             858   2020-11-29       0
    2    11246            1245   2020-12-31       0
    3    11246            1153   2021-01-17       1
    4    11246             838   2021-02-10       1
    ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

# T1、手动设计新特征 #

<table style="width:348.63pt;"> 
 <tbody> 
 <tr> 
 <td style="vertical-align:middle;width:58.2pt;">loan_type</td> 
 <td style="vertical-align:middle;width:100.8pt;">mean_loan_amount</td> 
 <td style="vertical-align:middle;width:94.8pt;">max_loan_amount</td> 
 <td style="vertical-align:middle;width:94.8pt;">min_loan_amount</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">12014.5</td> 
 <td style="vertical-align:middle;">14884</td> 
 <td style="vertical-align:middle;">8458</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">7329.857143</td> 
 <td style="vertical-align:middle;">13457</td> 
 <td style="vertical-align:middle;">3795</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">5456.5</td> 
 <td style="vertical-align:middle;">10130</td> 
 <td style="vertical-align:middle;">1430</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">9025.833333</td> 
 <td style="vertical-align:middle;">14108</td> 
 <td style="vertical-align:middle;">2466</td> 
 </tr> 
 </tbody> 
</table>

# T2、利用featuretools工具实现自动特征生成 #

将payments数据框全部加入实体集后，输出信息，
 Entity: payments
 Variables:
 payment_id (dtype: index)
 loan_id (dtype: numeric)
 payment_amount (dtype: numeric)
 payment_date (dtype: datetime_time_index)
 missed (dtype: categorical)
 Shape:
 (Rows: 179, Columns: 5)
 该实体集现在包括三个实体以及连接这些实体之间的关系，这时候已经做好了构造新特征的准备。 
 Entityset: clients
 Entities:
 clients [Rows: 25, Columns: 7]
 payments [Rows: 179, Columns: 5]
 loans [Rows: 25, Columns: 8]
 Relationships:
 loans.client_id -> clients.client_id
 payments.loan_id -> loans.loan_id
 primitives: <class 'pandas.core.frame.DataFrame'> 79

## T2.1、79个Feature Primitives ##

**\[79 rows x 5 columns\]**

<table> 
 <tbody> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">&nbsp;</td> 
 <td style="vertical-align:middle;width:218px;">name</td> 
 <td style="vertical-align:middle;width:121px;">type</td> 
 <td style="vertical-align:middle;width:130px;">dask_compatible</td> 
 <td style="vertical-align:middle;width:144px;">koalas_compatible</td> 
 <td style="vertical-align:middle;width:387px;">description</td> 
 <td style="vertical-align:middle;width:183px;">描述</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">0</td> 
 <td style="vertical-align:middle;width:218px;">all</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates if all values are 'True' in a list.</td> 
 <td style="vertical-align:middle;width:183px;">计算列表中所有值是否均为“ True”。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">1</td> 
 <td style="vertical-align:middle;width:218px;">num_unique</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the number of distinct values, ignoring `NaN` values.</td> 
 <td style="vertical-align:middle;width:183px;">确定不同值的数量，忽略“ NaN”值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">2</td> 
 <td style="vertical-align:middle;width:218px;">any</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if any value is 'True' in a list.</td> 
 <td style="vertical-align:middle;width:183px;">确定列表中是否有任何值为“ True”。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">3</td> 
 <td style="vertical-align:middle;width:218px;">time_since_last</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the time elapsed since the last datetime (default in seconds).</td> 
 <td style="vertical-align:middle;width:183px;">计算自上一个日期时间以来经过的时间（默认值以秒为单位）。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">4</td> 
 <td style="vertical-align:middle;width:218px;">n_most_common</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the `n` most common elements.</td> 
 <td style="vertical-align:middle;width:183px;">确定n个最常见的元素。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">5</td> 
 <td style="vertical-align:middle;width:218px;">last</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the last value in a list.</td> 
 <td style="vertical-align:middle;width:183px;">确定列表中的最后一个值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">6</td> 
 <td style="vertical-align:middle;width:218px;">entropy</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the entropy for a categorical variable</td> 
 <td style="vertical-align:middle;width:183px;">计算分类变量的熵</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">7</td> 
 <td style="vertical-align:middle;width:218px;">num_true</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Counts the number of `True` values.</td> 
 <td style="vertical-align:middle;width:183px;">计算“True”值的数量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">8</td> 
 <td style="vertical-align:middle;width:218px;">median</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the middlemost number in a list of values.</td> 
 <td style="vertical-align:middle;width:183px;">确定值列表中的最中间数字。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">9</td> 
 <td style="vertical-align:middle;width:218px;">skew</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Computes the extent to which a distribution differs from a normal distribution.</td> 
 <td style="vertical-align:middle;width:183px;">计算分布与正态分布的差异程度。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">10</td> 
 <td style="vertical-align:middle;width:218px;">max</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the highest value, ignoring `NaN` values.</td> 
 <td style="vertical-align:middle;width:183px;">计算最高值，而忽略“ NaN”值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">11</td> 
 <td style="vertical-align:middle;width:218px;">avg_time_between</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Computes the average number of seconds between consecutive events.</td> 
 <td style="vertical-align:middle;width:183px;">计算连续事件之间的平均秒数。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">12</td> 
 <td style="vertical-align:middle;width:218px;">first</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the first value in a list.</td> 
 <td style="vertical-align:middle;width:183px;">确定列表中的第一个值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">13</td> 
 <td style="vertical-align:middle;width:218px;">sum</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the total addition, ignoring `NaN`.</td> 
 <td style="vertical-align:middle;width:183px;">计算总的加法，忽略“ NaN”。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">14</td> 
 <td style="vertical-align:middle;width:218px;">min</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the smallest value, ignoring `NaN` values.</td> 
 <td style="vertical-align:middle;width:183px;">计算最小值，忽略“ NaN”值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">15</td> 
 <td style="vertical-align:middle;width:218px;">mean</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Computes the average for a list of values.</td> 
 <td style="vertical-align:middle;width:183px;">计算值列表的平均值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">16</td> 
 <td style="vertical-align:middle;width:218px;">std</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Computes the dispersion relative to the mean value, ignoring `NaN`.</td> 
 <td style="vertical-align:middle;width:183px;">忽略“ NaN”，计算相对于平均值的离散度。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">17</td> 
 <td style="vertical-align:middle;width:218px;">time_since_first</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the time elapsed since the first datetime (in seconds).</td> 
 <td style="vertical-align:middle;width:183px;">计算自第一个日期时间以来经过的时间（以秒为单位）。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">18</td> 
 <td style="vertical-align:middle;width:218px;">mode</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the most commonly repeated value.</td> 
 <td style="vertical-align:middle;width:183px;">确定最常见的重复值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">19</td> 
 <td style="vertical-align:middle;width:218px;">percent_true</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the percent of `True` values.</td> 
 <td style="vertical-align:middle;width:183px;">确定“True”值的百分比。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">20</td> 
 <td style="vertical-align:middle;width:218px;">count</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the total number of values, excluding `NaN`.</td> 
 <td style="vertical-align:middle;width:183px;">确定值的总数，不包括“ NaN”。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">21</td> 
 <td style="vertical-align:middle;width:218px;">trend</td> 
 <td style="vertical-align:middle;width:121px;">aggregation</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the trend of a variable over time.</td> 
 <td style="vertical-align:middle;width:183px;">计算变量随时间的趋势。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">22</td> 
 <td style="vertical-align:middle;width:218px;">multiply_boolean</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Element-wise multiplication of two lists of boolean values.</td> 
 <td style="vertical-align:middle;width:183px;">两个布尔值列表的逐元素相乘。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">23</td> 
 <td style="vertical-align:middle;width:218px;">less_than_equal_to</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values in one list are less than or equal to another list.</td> 
 <td style="vertical-align:middle;width:183px;">确定一个列表中的值是否小于或等于另一个列表。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">24</td> 
 <td style="vertical-align:middle;width:218px;">percentile</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the percentile rank for each value in a list.</td> 
 <td style="vertical-align:middle;width:183px;">确定列表中每个值的百分等级。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">25</td> 
 <td style="vertical-align:middle;width:218px;">num_characters</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the number of characters in a string.</td> 
 <td style="vertical-align:middle;width:183px;">计算字符串中的字符数。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">26</td> 
 <td style="vertical-align:middle;width:218px;">day</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the day of the month from a datetime.</td> 
 <td style="vertical-align:middle;width:183px;">从日期时间确定一个月中的哪一天。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">27</td> 
 <td style="vertical-align:middle;width:218px;">cum_count</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the cumulative count.</td> 
 <td style="vertical-align:middle;width:183px;">计算累积计数。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">28</td> 
 <td style="vertical-align:middle;width:218px;">scalar_subtract_numeric_feature</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Subtract each value in the list from a given scalar.</td> 
 <td style="vertical-align:middle;width:183px;">从给定的标量中减去列表中的每个值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">29</td> 
 <td style="vertical-align:middle;width:218px;">time_since_previous</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Compute the time since the previous entry in a list.</td> 
 <td style="vertical-align:middle;width:183px;">计算自列表中上一个条目以来的时间。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">30</td> 
 <td style="vertical-align:middle;width:218px;">is_weekend</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if a date falls on a weekend.</td> 
 <td style="vertical-align:middle;width:183px;">确定日期是否在周末。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">31</td> 
 <td style="vertical-align:middle;width:218px;">year</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the year value of a datetime.</td> 
 <td style="vertical-align:middle;width:183px;">确定日期时间的年份值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">32</td> 
 <td style="vertical-align:middle;width:218px;">or</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Element-wise logical OR of two lists.</td> 
 <td style="vertical-align:middle;width:183px;">两个列表的元素级逻辑或。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">33</td> 
 <td style="vertical-align:middle;width:218px;">not_equal</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values in one list are not equal to another list.</td> 
 <td style="vertical-align:middle;width:183px;">确定一个列表中的值是否不等于另一个列表。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">34</td> 
 <td style="vertical-align:middle;width:218px;">month</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the month value of a datetime.</td> 
 <td style="vertical-align:middle;width:183px;">确定日期时间的月份值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">35</td> 
 <td style="vertical-align:middle;width:218px;">latitude</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Returns the first tuple value in a list of LatLong tuples.</td> 
 <td style="vertical-align:middle;width:183px;">返回LatLong元组列表中的第一个元组值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">36</td> 
 <td style="vertical-align:middle;width:218px;">modulo_by_feature</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Return the modulo of a scalar by each element in the list.</td> 
 <td style="vertical-align:middle;width:183px;">返回列表中每个元素的标量的模。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">37</td> 
 <td style="vertical-align:middle;width:218px;">less_than_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values are less than a given scalar.</td> 
 <td style="vertical-align:middle;width:183px;">确定值是否小于给定的标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">38</td> 
 <td style="vertical-align:middle;width:218px;">less_than_equal_to_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values are less than or equal to a given scalar.</td> 
 <td style="vertical-align:middle;width:183px;">确定值是否小于或等于给定的标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">39</td> 
 <td style="vertical-align:middle;width:218px;">is_null</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if a value is null.</td> 
 <td style="vertical-align:middle;width:183px;">确定值是否为空。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">40</td> 
 <td style="vertical-align:middle;width:218px;">modulo_numeric_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Return the modulo of each element in the list by a scalar.</td> 
 <td style="vertical-align:middle;width:183px;">以标量返回列表中每个元素的模。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">41</td> 
 <td style="vertical-align:middle;width:218px;">greater_than_equal_to</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values in one list are greater than or equal to another list.</td> 
 <td style="vertical-align:middle;width:183px;">确定一个列表中的值是否大于或等于另一个列表。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">42</td> 
 <td style="vertical-align:middle;width:218px;">diff</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Compute the difference between the value in a list and the</td> 
 <td style="vertical-align:middle;width:183px;">计算列表中的值与</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">43</td> 
 <td style="vertical-align:middle;width:218px;">divide_numeric_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Divide each element in the list by a scalar.</td> 
 <td style="vertical-align:middle;width:183px;">用标量除以列表中的每个元素。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">44</td> 
 <td style="vertical-align:middle;width:218px;">modulo_numeric</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Element-wise modulo of two lists.</td> 
 <td style="vertical-align:middle;width:183px;">两个列表的按元素取模。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">45</td> 
 <td style="vertical-align:middle;width:218px;">multiply_numeric_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Multiply each element in the list by a scalar.</td> 
 <td style="vertical-align:middle;width:183px;">将列表中的每个元素乘以标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">46</td> 
 <td style="vertical-align:middle;width:218px;">divide_numeric</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Element-wise division of two lists.</td> 
 <td style="vertical-align:middle;width:183px;">两个列表的按元素划分。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">47</td> 
 <td style="vertical-align:middle;width:218px;">equal_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values in a list are equal to a given scalar.</td> 
 <td style="vertical-align:middle;width:183px;">确定列表中的值是否等于给定的标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">48</td> 
 <td style="vertical-align:middle;width:218px;">age</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the age in years as a floating point number given a</td> 
 <td style="vertical-align:middle;width:183px;">给定a，以浮点数形式计算年龄（以年为单位）。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">49</td> 
 <td style="vertical-align:middle;width:218px;">second</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the seconds value of a datetime.</td> 
 <td style="vertical-align:middle;width:183px;">确定日期时间的秒值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">50</td> 
 <td style="vertical-align:middle;width:218px;">cum_mean</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the cumulative mean.</td> 
 <td style="vertical-align:middle;width:183px;">计算累积平均值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">51</td> 
 <td style="vertical-align:middle;width:218px;">multiply_numeric</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Element-wise multiplication of two lists.</td> 
 <td style="vertical-align:middle;width:183px;">两个列表的按元素乘法。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">52</td> 
 <td style="vertical-align:middle;width:218px;">less_than</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values in one list are less than another list.</td> 
 <td style="vertical-align:middle;width:183px;">确定一个列表中的值是否小于另一个列表。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">53</td> 
 <td style="vertical-align:middle;width:218px;">time_since</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates time from a value to a specified cutoff datetime.</td> 
 <td style="vertical-align:middle;width:183px;">计算从值到指定的截止日期时间的时间。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">54</td> 
 <td style="vertical-align:middle;width:218px;">weekday</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the day of the week from a datetime.</td> 
 <td style="vertical-align:middle;width:183px;">从日期时间确定星期几。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">55</td> 
 <td style="vertical-align:middle;width:218px;">haversine</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the approximate haversine distance between two LatLong</td> 
 <td style="vertical-align:middle;width:183px;">计算两个LatLong之间的大致Haversine距离</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">56</td> 
 <td style="vertical-align:middle;width:218px;">cum_sum</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the cumulative sum.</td> 
 <td style="vertical-align:middle;width:183px;">计算累计和。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">57</td> 
 <td style="vertical-align:middle;width:218px;">add_numeric_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Add a scalar to each value in the list.</td> 
 <td style="vertical-align:middle;width:183px;">向列表中的每个值添加一个标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">58</td> 
 <td style="vertical-align:middle;width:218px;">greater_than_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values are greater than a given scalar.</td> 
 <td style="vertical-align:middle;width:183px;">确定值是否大于给定的标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">59</td> 
 <td style="vertical-align:middle;width:218px;">num_words</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the number of words in a string by counting the spaces.</td> 
 <td style="vertical-align:middle;width:183px;">通过计算空格来确定字符串中的单词数。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">60</td> 
 <td style="vertical-align:middle;width:218px;">minute</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the minutes value of a datetime.</td> 
 <td style="vertical-align:middle;width:183px;">确定日期时间的分钟值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">61</td> 
 <td style="vertical-align:middle;width:218px;">absolute</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Computes the absolute value of a number.</td> 
 <td style="vertical-align:middle;width:183px;">计算数字的绝对值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">62</td> 
 <td style="vertical-align:middle;width:218px;">and</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Element-wise logical AND of two lists.</td> 
 <td style="vertical-align:middle;width:183px;">两个列表的按元素逻辑与。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">63</td> 
 <td style="vertical-align:middle;width:218px;">equal</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values in one list are equal to another list.</td> 
 <td style="vertical-align:middle;width:183px;">确定一个列表中的值是否等于另一列表。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">64</td> 
 <td style="vertical-align:middle;width:218px;">hour</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the hour value of a datetime.</td> 
 <td style="vertical-align:middle;width:183px;">确定日期时间的小时值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">65</td> 
 <td style="vertical-align:middle;width:218px;">isin</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines whether a value is present in a provided list.</td> 
 <td style="vertical-align:middle;width:183px;">确定提供的列表中是否存在值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">66</td> 
 <td style="vertical-align:middle;width:218px;">subtract_numeric_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Subtract a scalar from each element in the list.</td> 
 <td style="vertical-align:middle;width:183px;">从列表中的每个元素中减去一个标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">67</td> 
 <td style="vertical-align:middle;width:218px;">greater_than_equal_to_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values are greater than or equal to a given scalar.</td> 
 <td style="vertical-align:middle;width:183px;">确定值是否大于或等于给定的标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">68</td> 
 <td style="vertical-align:middle;width:218px;">not</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Negates a boolean value.</td> 
 <td style="vertical-align:middle;width:183px;">取反布尔值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">69</td> 
 <td style="vertical-align:middle;width:218px;">cum_max</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the cumulative maximum.</td> 
 <td style="vertical-align:middle;width:183px;">计算累计最大值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">70</td> 
 <td style="vertical-align:middle;width:218px;">subtract_numeric</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Element-wise subtraction of two lists.</td> 
 <td style="vertical-align:middle;width:183px;">两个列表的逐元素减法。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">71</td> 
 <td style="vertical-align:middle;width:218px;">greater_than</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values in one list are greater than another list.</td> 
 <td style="vertical-align:middle;width:183px;">确定一个列表中的值是否大于另一个列表。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">72</td> 
 <td style="vertical-align:middle;width:218px;">week</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines the week of the year from a datetime.</td> 
 <td style="vertical-align:middle;width:183px;">从日期时间确定一年中的星期。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">73</td> 
 <td style="vertical-align:middle;width:218px;">add_numeric</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Element-wise addition of two lists.</td> 
 <td style="vertical-align:middle;width:183px;">按元素添加两个列表。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">74</td> 
 <td style="vertical-align:middle;width:218px;">divide_by_feature</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Divide a scalar by each value in the list.</td> 
 <td style="vertical-align:middle;width:183px;">将标量除以列表中的每个值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">75</td> 
 <td style="vertical-align:middle;width:218px;">not_equal_scalar</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Determines if values in a list are not equal to a given scalar.</td> 
 <td style="vertical-align:middle;width:183px;">确定列表中的值是否不等于给定的标量。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">76</td> 
 <td style="vertical-align:middle;width:218px;">longitude</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Returns the second tuple value in a list of LatLong tuples.</td> 
 <td style="vertical-align:middle;width:183px;">返回LatLong元组列表中的第二个元组值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">77</td> 
 <td style="vertical-align:middle;width:218px;">negate</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">TRUE</td> 
 <td style="vertical-align:middle;width:144px;">TRUE</td> 
 <td style="vertical-align:middle;width:387px;">Negates a numeric value.</td> 
 <td style="vertical-align:middle;width:183px;">取反数值。</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;width:39px;">78</td> 
 <td style="vertical-align:middle;width:218px;">cum_min</td> 
 <td style="vertical-align:middle;width:121px;">transform</td> 
 <td style="vertical-align:middle;width:130px;">FALSE</td> 
 <td style="vertical-align:middle;width:144px;">FALSE</td> 
 <td style="vertical-align:middle;width:387px;">Calculates the cumulative minimum.</td> 
 <td style="vertical-align:middle;width:183px;">计算累计最小值。</td> 
 </tr> 
 </tbody> 
</table>

## T2.2、深度特征合成：指通过叠加多个基元来得到特征 ##

### 1)、完整的数据框包含了254-5个新特征，特征工具通过结合与叠加基元特征构造了许多新特征 ###

feature_names: 
 <class 'list'> 254 [<Feature: age>, <Feature: education>, <Feature: income>, <Feature: credit_score>, <Feature: loan_type>, <Feature: LAST(loans.loan_amount)>, <Feature: LAST(loans.loan_id)>, <Feature: LAST(loans.loan_type)>, <Feature: LAST(loans.rate)>, <Feature: LAST(loans.repaid)>, <Feature: MAX(loans.loan_amount)>, <Feature: MAX(loans.rate)>, <Feature: MEAN(loans.loan_amount)>, <Feature: MEAN(loans.rate)>, <Feature: LAST(payments.missed)>, <Feature: LAST(payments.payment_amount)>, <Feature: LAST(payments.payment_id)>, <Feature: MAX(payments.payment_amount)>, <Feature: MEAN(payments.payment_amount)>, <Feature: age / credit_score>, <Feature: age / income>, <Feature: credit_score / age>, <Feature: credit_score / income>, <Feature: income / age>, <Feature: income / credit_score>, <Feature: MONTH(joined)>, <Feature: age - credit_score>, <Feature: age - income>, <Feature: credit_score - income>, <Feature: YEAR(joined)>, <Feature: LAST(loans.MAX(payments.payment_amount))>, <Feature: LAST(loans.MEAN(payments.payment_amount))>, <Feature: LAST(loans.MONTH(loan_end))>, <Feature: LAST(loans.MONTH(loan_start))>, <Feature: LAST(loans.YEAR(loan_end))>, <Feature: LAST(loans.YEAR(loan_start))>, <Feature: LAST(loans.loan_amount - rate)>, <Feature: LAST(loans.loan_amount / rate)>, <Feature: LAST(loans.rate / loan_amount)>, <Feature: MAX(loans.LAST(payments.payment_amount))>, <Feature: MAX(loans.MEAN(payments.payment_amount))>, <Feature: MAX(loans.loan_amount - rate)>, <Feature: MAX(loans.loan_amount / rate)>, <Feature: MAX(loans.rate / loan_amount)>, <Feature: MEAN(loans.LAST(payments.payment_amount))>, <Feature: MEAN(loans.MAX(payments.payment_amount))>, <Feature: MEAN(loans.MEAN(payments.payment_amount))>, <Feature: MEAN(loans.loan_amount - rate)>, <Feature: MEAN(loans.loan_amount / rate)>, <Feature: MEAN(loans.rate / loan_amount)>, <Feature: LAST(payments.loans.client_id)>, <Feature: LAST(payments.loans.loan_amount)>, <Feature: LAST(payments.loans.loan_type)>, <Feature: LAST(payments.loans.rate)>, <Feature: LAST(payments.loans.repaid)>, <Feature: MAX(payments.loans.loan_amount)>, <Feature: MAX(payments.loans.rate)>, <Feature: MEAN(payments.loans.loan_amount)>, <Feature: MEAN(payments.loans.rate)>, <Feature: LAST(loans.loan_amount) / LAST(loans.rate)>, <Feature: LAST(loans.loan_amount) / LAST(payments.payment_amount)>, <Feature: LAST(loans.loan_amount) / MAX(loans.loan_amount)>, <Feature: LAST(loans.loan_amount) / MAX(loans.rate)>, <Feature: LAST(loans.loan_amount) / MAX(payments.payment_amount)>, <Feature: LAST(loans.loan_amount) / MEAN(loans.loan_amount)>, <Feature: LAST(loans.loan_amount) / MEAN(loans.rate)>, <Feature: LAST(loans.loan_amount) / MEAN(payments.payment_amount)>, <Feature: LAST(loans.loan_amount) / age>, <Feature: LAST(loans.loan_amount) / credit_score>, <Feature: LAST(loans.loan_amount) / income>, <Feature: LAST(loans.rate) / LAST(loans.loan_amount)>, <Feature: LAST(loans.rate) / LAST(payments.payment_amount)>, <Feature: LAST(loans.rate) / MAX(loans.loan_amount)>, <Feature: LAST(loans.rate) / MAX(loans.rate)>, <Feature: LAST(loans.rate) / MAX(payments.payment_amount)>, <Feature: LAST(loans.rate) / MEAN(loans.loan_amount)>, <Feature: LAST(loans.rate) / MEAN(loans.rate)>, <Feature: LAST(loans.rate) / MEAN(payments.payment_amount)>, <Feature: LAST(loans.rate) / age>, <Feature: LAST(loans.rate) / credit_score>, <Feature: LAST(loans.rate) / income>, <Feature: LAST(payments.payment_amount) / LAST(loans.loan_amount)>, <Feature: LAST(payments.payment_amount) / LAST(loans.rate)>, <Feature: LAST(payments.payment_amount) / MAX(loans.loan_amount)>, <Feature: LAST(payments.payment_amount) / MAX(loans.rate)>, <Feature: LAST(payments.payment_amount) / MAX(payments.payment_amount)>, <Feature: LAST(payments.payment_amount) / MEAN(loans.loan_amount)>, <Feature: LAST(payments.payment_amount) / MEAN(loans.rate)>, <Feature: LAST(payments.payment_amount) / MEAN(payments.payment_amount)>, <Feature: LAST(payments.payment_amount) / age>, <Feature: LAST(payments.payment_amount) / credit_score>, <Feature: LAST(payments.payment_amount) / income>, <Feature: MAX(loans.loan_amount) / LAST(loans.loan_amount)>, <Feature: MAX(loans.loan_amount) / LAST(loans.rate)>, <Feature: MAX(loans.loan_amount) / LAST(payments.payment_amount)>, <Feature: MAX(loans.loan_amount) / MAX(loans.rate)>, <Feature: MAX(loans.loan_amount) / MAX(payments.payment_amount)>, <Feature: MAX(loans.loan_amount) / MEAN(loans.loan_amount)>, <Feature: MAX(loans.loan_amount) / MEAN(loans.rate)>, <Feature: MAX(loans.loan_amount) / MEAN(payments.payment_amount)>, <Feature: MAX(loans.loan_amount) / age>, <Feature: MAX(loans.loan_amount) / credit_score>, <Feature: MAX(loans.loan_amount) / income>, <Feature: MAX(loans.rate) / LAST(loans.loan_amount)>, <Feature: MAX(loans.rate) / LAST(loans.rate)>, <Feature: MAX(loans.rate) / LAST(payments.payment_amount)>, <Feature: MAX(loans.rate) / MAX(loans.loan_amount)>, <Feature: MAX(loans.rate) / MAX(payments.payment_amount)>, <Feature: MAX(loans.rate) / MEAN(loans.loan_amount)>, <Feature: MAX(loans.rate) / MEAN(loans.rate)>, <Feature: MAX(loans.rate) / MEAN(payments.payment_amount)>, <Feature: MAX(loans.rate) / age>, <Feature: MAX(loans.rate) / credit_score>, <Feature: MAX(loans.rate) / income>, <Feature: MAX(payments.payment_amount) / LAST(loans.loan_amount)>, <Feature: MAX(payments.payment_amount) / LAST(loans.rate)>, <Feature: MAX(payments.payment_amount) / LAST(payments.payment_amount)>, <Feature: MAX(payments.payment_amount) / MAX(loans.loan_amount)>, <Feature: MAX(payments.payment_amount) / MAX(loans.rate)>, <Feature: MAX(payments.payment_amount) / MEAN(loans.loan_amount)>, <Feature: MAX(payments.payment_amount) / MEAN(loans.rate)>, <Feature: MAX(payments.payment_amount) / MEAN(payments.payment_amount)>, <Feature: MAX(payments.payment_amount) / age>, <Feature: MAX(payments.payment_amount) / credit_score>, <Feature: MAX(payments.payment_amount) / income>, <Feature: MEAN(loans.loan_amount) / LAST(loans.loan_amount)>, <Feature: MEAN(loans.loan_amount) / LAST(loans.rate)>, <Feature: MEAN(loans.loan_amount) / LAST(payments.payment_amount)>, <Feature: MEAN(loans.loan_amount) / MAX(loans.loan_amount)>, <Feature: MEAN(loans.loan_amount) / MAX(loans.rate)>, <Feature: MEAN(loans.loan_amount) / MAX(payments.payment_amount)>, <Feature: MEAN(loans.loan_amount) / MEAN(loans.rate)>, <Feature: MEAN(loans.loan_amount) / MEAN(payments.payment_amount)>, <Feature: MEAN(loans.loan_amount) / age>, <Feature: MEAN(loans.loan_amount) / credit_score>, <Feature: MEAN(loans.loan_amount) / income>, <Feature: MEAN(loans.rate) / LAST(loans.loan_amount)>, <Feature: MEAN(loans.rate) / LAST(loans.rate)>, <Feature: MEAN(loans.rate) / LAST(payments.payment_amount)>, <Feature: MEAN(loans.rate) / MAX(loans.loan_amount)>, <Feature: MEAN(loans.rate) / MAX(loans.rate)>, <Feature: MEAN(loans.rate) / MAX(payments.payment_amount)>, <Feature: MEAN(loans.rate) / MEAN(loans.loan_amount)>, <Feature: MEAN(loans.rate) / MEAN(payments.payment_amount)>, <Feature: MEAN(loans.rate) / age>, <Feature: MEAN(loans.rate) / credit_score>, <Feature: MEAN(loans.rate) / income>, <Feature: MEAN(payments.payment_amount) / LAST(loans.loan_amount)>, <Feature: MEAN(payments.payment_amount) / LAST(loans.rate)>, <Feature: MEAN(payments.payment_amount) / LAST(payments.payment_amount)>, <Feature: MEAN(payments.payment_amount) / MAX(loans.loan_amount)>, <Feature: MEAN(payments.payment_amount) / MAX(loans.rate)>, <Feature: MEAN(payments.payment_amount) / MAX(payments.payment_amount)>, <Feature: MEAN(payments.payment_amount) / MEAN(loans.loan_amount)>, <Feature: MEAN(payments.payment_amount) / MEAN(loans.rate)>, <Feature: MEAN(payments.payment_amount) / age>, <Feature: MEAN(payments.payment_amount) / credit_score>, <Feature: MEAN(payments.payment_amount) / income>, <Feature: age / LAST(loans.loan_amount)>, <Feature: age / LAST(loans.rate)>, <Feature: age / LAST(payments.payment_amount)>, <Feature: age / MAX(loans.loan_amount)>, <Feature: age / MAX(loans.rate)>, <Feature: age / MAX(payments.payment_amount)>, <Feature: age / MEAN(loans.loan_amount)>, <Feature: age / MEAN(loans.rate)>, <Feature: age / MEAN(payments.payment_amount)>, <Feature: credit_score / LAST(loans.loan_amount)>, <Feature: credit_score / LAST(loans.rate)>, <Feature: credit_score / LAST(payments.payment_amount)>, <Feature: credit_score / MAX(loans.loan_amount)>, <Feature: credit_score / MAX(loans.rate)>, <Feature: credit_score / MAX(payments.payment_amount)>, <Feature: credit_score / MEAN(loans.loan_amount)>, <Feature: credit_score / MEAN(loans.rate)>, <Feature: credit_score / MEAN(payments.payment_amount)>, <Feature: income / LAST(loans.loan_amount)>, <Feature: income / LAST(loans.rate)>, <Feature: income / LAST(payments.payment_amount)>, <Feature: income / MAX(loans.loan_amount)>, <Feature: income / MAX(loans.rate)>, <Feature: income / MAX(payments.payment_amount)>, <Feature: income / MEAN(loans.loan_amount)>, <Feature: income / MEAN(loans.rate)>, <Feature: income / MEAN(payments.payment_amount)>, <Feature: MONTH(LAST(loans.loan_end))>, <Feature: MONTH(LAST(loans.loan_start))>, <Feature: MONTH(LAST(payments.payment_date))>, <Feature: LAST(loans.loan_amount) - LAST(loans.rate)>, <Feature: LAST(loans.loan_amount) - LAST(payments.payment_amount)>, <Feature: LAST(loans.loan_amount) - MAX(loans.loan_amount)>, <Feature: LAST(loans.loan_amount) - MAX(loans.rate)>, <Feature: LAST(loans.loan_amount) - MAX(payments.payment_amount)>, <Feature: LAST(loans.loan_amount) - MEAN(loans.loan_amount)>, <Feature: LAST(loans.loan_amount) - MEAN(loans.rate)>, <Feature: LAST(loans.loan_amount) - MEAN(payments.payment_amount)>, <Feature: LAST(loans.rate) - LAST(payments.payment_amount)>, <Feature: LAST(loans.rate) - MAX(loans.loan_amount)>, <Feature: LAST(loans.rate) - MAX(loans.rate)>, <Feature: LAST(loans.rate) - MAX(payments.payment_amount)>, <Feature: LAST(loans.rate) - MEAN(loans.loan_amount)>, <Feature: LAST(loans.rate) - MEAN(loans.rate)>, <Feature: LAST(loans.rate) - MEAN(payments.payment_amount)>, <Feature: LAST(payments.payment_amount) - MAX(loans.loan_amount)>, <Feature: LAST(payments.payment_amount) - MAX(loans.rate)>, <Feature: LAST(payments.payment_amount) - MAX(payments.payment_amount)>, <Feature: LAST(payments.payment_amount) - MEAN(loans.loan_amount)>, <Feature: LAST(payments.payment_amount) - MEAN(loans.rate)>, <Feature: LAST(payments.payment_amount) - MEAN(payments.payment_amount)>, <Feature: MAX(loans.loan_amount) - MAX(loans.rate)>, <Feature: MAX(loans.loan_amount) - MAX(payments.payment_amount)>, <Feature: MAX(loans.loan_amount) - MEAN(loans.loan_amount)>, <Feature: MAX(loans.loan_amount) - MEAN(loans.rate)>, <Feature: MAX(loans.loan_amount) - MEAN(payments.payment_amount)>, <Feature: MAX(loans.rate) - MAX(payments.payment_amount)>, <Feature: MAX(loans.rate) - MEAN(loans.loan_amount)>, <Feature: MAX(loans.rate) - MEAN(loans.rate)>, <Feature: MAX(loans.rate) - MEAN(payments.payment_amount)>, <Feature: MAX(payments.payment_amount) - MEAN(loans.loan_amount)>, <Feature: MAX(payments.payment_amount) - MEAN(loans.rate)>, <Feature: MAX(payments.payment_amount) - MEAN(payments.payment_amount)>, <Feature: MEAN(loans.loan_amount) - MEAN(loans.rate)>, <Feature: MEAN(loans.loan_amount) - MEAN(payments.payment_amount)>, <Feature: MEAN(loans.rate) - MEAN(payments.payment_amount)>, <Feature: age - LAST(loans.loan_amount)>, <Feature: age - LAST(loans.rate)>, <Feature: age - LAST(payments.payment_amount)>, <Feature: age - MAX(loans.loan_amount)>, <Feature: age - MAX(loans.rate)>, <Feature: age - MAX(payments.payment_amount)>, <Feature: age - MEAN(loans.loan_amount)>, <Feature: age - MEAN(loans.rate)>, <Feature: age - MEAN(payments.payment_amount)>, <Feature: credit_score - LAST(loans.loan_amount)>, <Feature: credit_score - LAST(loans.rate)>, <Feature: credit_score - LAST(payments.payment_amount)>, <Feature: credit_score - MAX(loans.loan_amount)>, <Feature: credit_score - MAX(loans.rate)>, <Feature: credit_score - MAX(payments.payment_amount)>, <Feature: credit_score - MEAN(loans.loan_amount)>, <Feature: credit_score - MEAN(loans.rate)>, <Feature: credit_score - MEAN(payments.payment_amount)>, <Feature: income - LAST(loans.loan_amount)>, <Feature: income - LAST(loans.rate)>, <Feature: income - LAST(payments.payment_amount)>, <Feature: income - MAX(loans.loan_amount)>, <Feature: income - MAX(loans.rate)>, <Feature: income - MAX(payments.payment_amount)>, <Feature: income - MEAN(loans.loan_amount)>, <Feature: income - MEAN(loans.rate)>, <Feature: income - MEAN(payments.payment_amount)>, <Feature: YEAR(LAST(loans.loan_end))>, <Feature: YEAR(LAST(loans.loan_start))>, <Feature: YEAR(LAST(payments.payment_date))>]
 
 features: <class 'pandas.core.frame.DataFrame'> 
 age education income credit_score loan_type
 client_id 
 33747 44 MasterDegree 138377 683 other
 31578 38 DoctorDegree 104028 805 other
 27894 47 BachelorDegree 176516 708 credit
 44966 31 BachelorDegree 58530 822 credit
 29195 46 BachelorDegree 38528 680 other
 Show a feature with a depth of 1 
 MEAN(loans.loan_amount)
 client_id 
 33747 7855
 31578 7953
 27894 13457
 44966 7733
 29195 2466
 25942 14059
 38435 6615
 41646 14884
 31484 8458
 49966 14108
 Show a feature with a depth of 2 
 LAST(loans.MEAN(payments.payment_amount))
 client_id 
 33747 1314.000000
 31578 1180.714286
 27894 2118.428571
 44966 1079.666667
 29195 368.500000
 25942 1920.000000
 38435 960.111111
 41646 2239.500000
 31484 1232.750000
 49966 1671.000000

<table> 
 <tbody> 
 <tr> 
 <td style="vertical-align:middle;width:54pt;">client_id</td> 
 <td style="vertical-align:middle;width:54pt;">age</td> 
 <td style="vertical-align:middle;width:54pt;">education</td> 
 <td style="vertical-align:middle;width:54pt;">income</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">loan_type</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_id)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_type)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.repaid)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.missed)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_id)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">age / income</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / age</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / income</td> 
 <td style="vertical-align:middle;width:54pt;">income / age</td> 
 <td style="vertical-align:middle;width:54pt;">income / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">MONTH(joined)</td> 
 <td style="vertical-align:middle;width:54pt;">age - credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">age - income</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - income</td> 
 <td style="vertical-align:middle;width:54pt;">YEAR(joined)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.MAX(payments.payment_amount))</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.MEAN(payments.payment_amount))</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.MONTH(loan_end))</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.MONTH(loan_start))</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.YEAR(loan_end))</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.YEAR(loan_start))</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount - rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount / rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate / loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.LAST(payments.payment_amount))</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.MEAN(payments.payment_amount))</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount - rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount / rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate / loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.LAST(payments.payment_amount))</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.MAX(payments.payment_amount))</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.MEAN(payments.payment_amount))</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount - rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount / rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate / loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.loans.client_id)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.loans.loan_type)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.loans.repaid)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / age</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) / income</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / age</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) / income</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / age</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) / income</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / age</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) / income</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / age</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) / income</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / age</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) / income</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / age</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) / income</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / age</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) / income</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / age</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / credit_score</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(payments.payment_amount) / income</td> 
 <td style="vertical-align:middle;width:54pt;">age / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">age / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">age / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">age / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income / LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income / LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">income / LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income / MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income / MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">income / MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income / MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income / MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">income / MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MONTH(LAST(loans.loan_end))</td> 
 <td style="vertical-align:middle;width:54pt;">MONTH(LAST(loans.loan_start))</td> 
 <td style="vertical-align:middle;width:54pt;">MONTH(LAST(payments.payment_date))</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) - LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) - LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) - MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) - MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) - MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.loan_amount) - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) - LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) - MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) - MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) - MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(loans.rate) - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) - MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) - MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) - MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">LAST(payments.payment_amount) - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) - MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) - MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.loan_amount) - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) - MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(loans.rate) - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MAX(payments.payment_amount) - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.loan_amount) - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">MEAN(loans.rate) - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age - LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age - LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">age - LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age - MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age - MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">age - MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">age - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">age - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">credit_score - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income - LAST(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income - LAST(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">income - LAST(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income - MAX(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income - MAX(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">income - MAX(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income - MEAN(loans.loan_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">income - MEAN(loans.rate)</td> 
 <td style="vertical-align:middle;width:54pt;">income - MEAN(payments.payment_amount)</td> 
 <td style="vertical-align:middle;width:54pt;">YEAR(LAST(loans.loan_end))</td> 
 <td style="vertical-align:middle;width:54pt;">YEAR(LAST(loans.loan_start))</td> 
 <td style="vertical-align:middle;width:54pt;">YEAR(LAST(payments.payment_date))</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">33747</td> 
 <td style="vertical-align:middle;">44</td> 
 <td style="vertical-align:middle;">MasterDegree</td> 
 <td style="vertical-align:middle;">138377</td> 
 <td style="vertical-align:middle;">683</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">7855</td> 
 <td style="vertical-align:middle;">11031</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">4.89</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">7855</td> 
 <td style="vertical-align:middle;">4.89</td> 
 <td style="vertical-align:middle;">7855</td> 
 <td style="vertical-align:middle;">4.89</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1372</td> 
 <td style="vertical-align:middle;">129</td> 
 <td style="vertical-align:middle;">1372</td> 
 <td style="vertical-align:middle;">1314</td> 
 <td style="vertical-align:middle;">0.064421669</td> 
 <td style="vertical-align:middle;">0.000317972</td> 
 <td style="vertical-align:middle;">15.52272727</td> 
 <td style="vertical-align:middle;">0.004935791</td> 
 <td style="vertical-align:middle;">3144.931818</td> 
 <td style="vertical-align:middle;">202.601757</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">-639</td> 
 <td style="vertical-align:middle;">-138333</td> 
 <td style="vertical-align:middle;">-137694</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">1372</td> 
 <td style="vertical-align:middle;">1314</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">1372</td> 
 <td style="vertical-align:middle;">1314</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">1372</td> 
 <td style="vertical-align:middle;">1372</td> 
 <td style="vertical-align:middle;">1314</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">33747</td> 
 <td style="vertical-align:middle;">7855</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">4.89</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">7855</td> 
 <td style="vertical-align:middle;">4.89</td> 
 <td style="vertical-align:middle;">7855</td> 
 <td style="vertical-align:middle;">4.89</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.725218659</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.725218659</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.977929985</td> 
 <td style="vertical-align:middle;">178.5227273</td> 
 <td style="vertical-align:middle;">11.50073206</td> 
 <td style="vertical-align:middle;">0.056765214</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">0.00356414</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00356414</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003721461</td> 
 <td style="vertical-align:middle;">0.111136364</td> 
 <td style="vertical-align:middle;">0.00715959</td> 
 <td style="vertical-align:middle;">3.53E-05</td> 
 <td style="vertical-align:middle;">0.174665818</td> 
 <td style="vertical-align:middle;">280.5725971</td> 
 <td style="vertical-align:middle;">0.174665818</td> 
 <td style="vertical-align:middle;">280.5725971</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.174665818</td> 
 <td style="vertical-align:middle;">280.5725971</td> 
 <td style="vertical-align:middle;">1.04414003</td> 
 <td style="vertical-align:middle;">31.18181818</td> 
 <td style="vertical-align:middle;">2.008784773</td> 
 <td style="vertical-align:middle;">0.009914943</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.725218659</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.725218659</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.977929985</td> 
 <td style="vertical-align:middle;">178.5227273</td> 
 <td style="vertical-align:middle;">11.50073206</td> 
 <td style="vertical-align:middle;">0.056765214</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00356414</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">0.00356414</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003721461</td> 
 <td style="vertical-align:middle;">0.111136364</td> 
 <td style="vertical-align:middle;">0.00715959</td> 
 <td style="vertical-align:middle;">3.53E-05</td> 
 <td style="vertical-align:middle;">0.174665818</td> 
 <td style="vertical-align:middle;">280.5725971</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.174665818</td> 
 <td style="vertical-align:middle;">280.5725971</td> 
 <td style="vertical-align:middle;">0.174665818</td> 
 <td style="vertical-align:middle;">280.5725971</td> 
 <td style="vertical-align:middle;">1.04414003</td> 
 <td style="vertical-align:middle;">31.18181818</td> 
 <td style="vertical-align:middle;">2.008784773</td> 
 <td style="vertical-align:middle;">0.009914943</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.725218659</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.725218659</td> 
 <td style="vertical-align:middle;">1606.339468</td> 
 <td style="vertical-align:middle;">5.977929985</td> 
 <td style="vertical-align:middle;">178.5227273</td> 
 <td style="vertical-align:middle;">11.50073206</td> 
 <td style="vertical-align:middle;">0.056765214</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00356414</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00356414</td> 
 <td style="vertical-align:middle;">0.000622533</td> 
 <td style="vertical-align:middle;">0.003721461</td> 
 <td style="vertical-align:middle;">0.111136364</td> 
 <td style="vertical-align:middle;">0.00715959</td> 
 <td style="vertical-align:middle;">3.53E-05</td> 
 <td style="vertical-align:middle;">0.167281986</td> 
 <td style="vertical-align:middle;">268.7116564</td> 
 <td style="vertical-align:middle;">0.957725948</td> 
 <td style="vertical-align:middle;">0.167281986</td> 
 <td style="vertical-align:middle;">268.7116564</td> 
 <td style="vertical-align:middle;">0.957725948</td> 
 <td style="vertical-align:middle;">0.167281986</td> 
 <td style="vertical-align:middle;">268.7116564</td> 
 <td style="vertical-align:middle;">29.86363636</td> 
 <td style="vertical-align:middle;">1.9238653</td> 
 <td style="vertical-align:middle;">0.009495798</td> 
 <td style="vertical-align:middle;">0.005601528</td> 
 <td style="vertical-align:middle;">8.99795501</td> 
 <td style="vertical-align:middle;">0.032069971</td> 
 <td style="vertical-align:middle;">0.005601528</td> 
 <td style="vertical-align:middle;">8.99795501</td> 
 <td style="vertical-align:middle;">0.032069971</td> 
 <td style="vertical-align:middle;">0.005601528</td> 
 <td style="vertical-align:middle;">8.99795501</td> 
 <td style="vertical-align:middle;">0.03348554</td> 
 <td style="vertical-align:middle;">0.086950987</td> 
 <td style="vertical-align:middle;">139.6728016</td> 
 <td style="vertical-align:middle;">0.497813411</td> 
 <td style="vertical-align:middle;">0.086950987</td> 
 <td style="vertical-align:middle;">139.6728016</td> 
 <td style="vertical-align:middle;">0.497813411</td> 
 <td style="vertical-align:middle;">0.086950987</td> 
 <td style="vertical-align:middle;">139.6728016</td> 
 <td style="vertical-align:middle;">0.51978691</td> 
 <td style="vertical-align:middle;">17.61642266</td> 
 <td style="vertical-align:middle;">28297.95501</td> 
 <td style="vertical-align:middle;">100.8578717</td> 
 <td style="vertical-align:middle;">17.61642266</td> 
 <td style="vertical-align:middle;">28297.95501</td> 
 <td style="vertical-align:middle;">100.8578717</td> 
 <td style="vertical-align:middle;">17.61642266</td> 
 <td style="vertical-align:middle;">28297.95501</td> 
 <td style="vertical-align:middle;">105.3097412</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">6483</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">6483</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">6541</td> 
 <td style="vertical-align:middle;">-1367.11</td> 
 <td style="vertical-align:middle;">-7850.11</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1367.11</td> 
 <td style="vertical-align:middle;">-7850.11</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1309.11</td> 
 <td style="vertical-align:middle;">-6483</td> 
 <td style="vertical-align:middle;">1367.11</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-6483</td> 
 <td style="vertical-align:middle;">1367.11</td> 
 <td style="vertical-align:middle;">58</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">6483</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">6541</td> 
 <td style="vertical-align:middle;">-1367.11</td> 
 <td style="vertical-align:middle;">-7850.11</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1309.11</td> 
 <td style="vertical-align:middle;">-6483</td> 
 <td style="vertical-align:middle;">1367.11</td> 
 <td style="vertical-align:middle;">58</td> 
 <td style="vertical-align:middle;">7850.11</td> 
 <td style="vertical-align:middle;">6541</td> 
 <td style="vertical-align:middle;">-1309.11</td> 
 <td style="vertical-align:middle;">-7811</td> 
 <td style="vertical-align:middle;">39.11</td> 
 <td style="vertical-align:middle;">-1328</td> 
 <td style="vertical-align:middle;">-7811</td> 
 <td style="vertical-align:middle;">39.11</td> 
 <td style="vertical-align:middle;">-1328</td> 
 <td style="vertical-align:middle;">-7811</td> 
 <td style="vertical-align:middle;">39.11</td> 
 <td style="vertical-align:middle;">-1270</td> 
 <td style="vertical-align:middle;">-7172</td> 
 <td style="vertical-align:middle;">678.11</td> 
 <td style="vertical-align:middle;">-689</td> 
 <td style="vertical-align:middle;">-7172</td> 
 <td style="vertical-align:middle;">678.11</td> 
 <td style="vertical-align:middle;">-689</td> 
 <td style="vertical-align:middle;">-7172</td> 
 <td style="vertical-align:middle;">678.11</td> 
 <td style="vertical-align:middle;">-631</td> 
 <td style="vertical-align:middle;">130522</td> 
 <td style="vertical-align:middle;">138372.11</td> 
 <td style="vertical-align:middle;">137005</td> 
 <td style="vertical-align:middle;">130522</td> 
 <td style="vertical-align:middle;">138372.11</td> 
 <td style="vertical-align:middle;">137005</td> 
 <td style="vertical-align:middle;">130522</td> 
 <td style="vertical-align:middle;">138372.11</td> 
 <td style="vertical-align:middle;">137063</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">31578</td> 
 <td style="vertical-align:middle;">38</td> 
 <td style="vertical-align:middle;">DoctorDegree</td> 
 <td style="vertical-align:middle;">104028</td> 
 <td style="vertical-align:middle;">805</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">7953</td> 
 <td style="vertical-align:middle;">11439</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">0.13</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">7953</td> 
 <td style="vertical-align:middle;">0.13</td> 
 <td style="vertical-align:middle;">7953</td> 
 <td style="vertical-align:middle;">0.13</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1557</td> 
 <td style="vertical-align:middle;">143</td> 
 <td style="vertical-align:middle;">1557</td> 
 <td style="vertical-align:middle;">1180.714286</td> 
 <td style="vertical-align:middle;">0.047204969</td> 
 <td style="vertical-align:middle;">0.000365286</td> 
 <td style="vertical-align:middle;">21.18421053</td> 
 <td style="vertical-align:middle;">0.007738301</td> 
 <td style="vertical-align:middle;">2737.578947</td> 
 <td style="vertical-align:middle;">129.2273292</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">-767</td> 
 <td style="vertical-align:middle;">-103990</td> 
 <td style="vertical-align:middle;">-103223</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">1557</td> 
 <td style="vertical-align:middle;">1180.714286</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">2023</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">1557</td> 
 <td style="vertical-align:middle;">1180.714286</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">1557</td> 
 <td style="vertical-align:middle;">1557</td> 
 <td style="vertical-align:middle;">1180.714286</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">31578</td> 
 <td style="vertical-align:middle;">7953</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">0.13</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">7953</td> 
 <td style="vertical-align:middle;">0.13</td> 
 <td style="vertical-align:middle;">7953</td> 
 <td style="vertical-align:middle;">0.13</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">5.107899807</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">5.107899807</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">6.735753176</td> 
 <td style="vertical-align:middle;">209.2894737</td> 
 <td style="vertical-align:middle;">9.879503106</td> 
 <td style="vertical-align:middle;">0.076450571</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">8.35E-05</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8.35E-05</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000110103</td> 
 <td style="vertical-align:middle;">0.003421053</td> 
 <td style="vertical-align:middle;">0.000161491</td> 
 <td style="vertical-align:middle;">1.25E-06</td> 
 <td style="vertical-align:middle;">0.195775179</td> 
 <td style="vertical-align:middle;">11976.92308</td> 
 <td style="vertical-align:middle;">0.195775179</td> 
 <td style="vertical-align:middle;">11976.92308</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.195775179</td> 
 <td style="vertical-align:middle;">11976.92308</td> 
 <td style="vertical-align:middle;">1.318693285</td> 
 <td style="vertical-align:middle;">40.97368421</td> 
 <td style="vertical-align:middle;">1.934161491</td> 
 <td style="vertical-align:middle;">0.014967124</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">5.107899807</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">5.107899807</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">6.735753176</td> 
 <td style="vertical-align:middle;">209.2894737</td> 
 <td style="vertical-align:middle;">9.879503106</td> 
 <td style="vertical-align:middle;">0.076450571</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8.35E-05</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">8.35E-05</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000110103</td> 
 <td style="vertical-align:middle;">0.003421053</td> 
 <td style="vertical-align:middle;">0.000161491</td> 
 <td style="vertical-align:middle;">1.25E-06</td> 
 <td style="vertical-align:middle;">0.195775179</td> 
 <td style="vertical-align:middle;">11976.92308</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.195775179</td> 
 <td style="vertical-align:middle;">11976.92308</td> 
 <td style="vertical-align:middle;">0.195775179</td> 
 <td style="vertical-align:middle;">11976.92308</td> 
 <td style="vertical-align:middle;">1.318693285</td> 
 <td style="vertical-align:middle;">40.97368421</td> 
 <td style="vertical-align:middle;">1.934161491</td> 
 <td style="vertical-align:middle;">0.014967124</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">5.107899807</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">5.107899807</td> 
 <td style="vertical-align:middle;">61176.92308</td> 
 <td style="vertical-align:middle;">6.735753176</td> 
 <td style="vertical-align:middle;">209.2894737</td> 
 <td style="vertical-align:middle;">9.879503106</td> 
 <td style="vertical-align:middle;">0.076450571</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8.35E-05</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8.35E-05</td> 
 <td style="vertical-align:middle;">1.63E-05</td> 
 <td style="vertical-align:middle;">0.000110103</td> 
 <td style="vertical-align:middle;">0.003421053</td> 
 <td style="vertical-align:middle;">0.000161491</td> 
 <td style="vertical-align:middle;">1.25E-06</td> 
 <td style="vertical-align:middle;">0.148461497</td> 
 <td style="vertical-align:middle;">9082.417582</td> 
 <td style="vertical-align:middle;">0.758326452</td> 
 <td style="vertical-align:middle;">0.148461497</td> 
 <td style="vertical-align:middle;">9082.417582</td> 
 <td style="vertical-align:middle;">0.758326452</td> 
 <td style="vertical-align:middle;">0.148461497</td> 
 <td style="vertical-align:middle;">9082.417582</td> 
 <td style="vertical-align:middle;">31.07142857</td> 
 <td style="vertical-align:middle;">1.466725821</td> 
 <td style="vertical-align:middle;">0.011349966</td> 
 <td style="vertical-align:middle;">0.004778071</td> 
 <td style="vertical-align:middle;">292.3076923</td> 
 <td style="vertical-align:middle;">0.024405909</td> 
 <td style="vertical-align:middle;">0.004778071</td> 
 <td style="vertical-align:middle;">292.3076923</td> 
 <td style="vertical-align:middle;">0.024405909</td> 
 <td style="vertical-align:middle;">0.004778071</td> 
 <td style="vertical-align:middle;">292.3076923</td> 
 <td style="vertical-align:middle;">0.032183908</td> 
 <td style="vertical-align:middle;">0.101219666</td> 
 <td style="vertical-align:middle;">6192.307692</td> 
 <td style="vertical-align:middle;">0.51701991</td> 
 <td style="vertical-align:middle;">0.101219666</td> 
 <td style="vertical-align:middle;">6192.307692</td> 
 <td style="vertical-align:middle;">0.51701991</td> 
 <td style="vertical-align:middle;">0.101219666</td> 
 <td style="vertical-align:middle;">6192.307692</td> 
 <td style="vertical-align:middle;">0.681790684</td> 
 <td style="vertical-align:middle;">13.08034704</td> 
 <td style="vertical-align:middle;">800215.3846</td> 
 <td style="vertical-align:middle;">66.81310212</td> 
 <td style="vertical-align:middle;">13.08034704</td> 
 <td style="vertical-align:middle;">800215.3846</td> 
 <td style="vertical-align:middle;">66.81310212</td> 
 <td style="vertical-align:middle;">13.08034704</td> 
 <td style="vertical-align:middle;">800215.3846</td> 
 <td style="vertical-align:middle;">88.10598911</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">6396</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">6396</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">6772.285714</td> 
 <td style="vertical-align:middle;">-1556.87</td> 
 <td style="vertical-align:middle;">-7952.87</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1556.87</td> 
 <td style="vertical-align:middle;">-7952.87</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1180.584286</td> 
 <td style="vertical-align:middle;">-6396</td> 
 <td style="vertical-align:middle;">1556.87</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-6396</td> 
 <td style="vertical-align:middle;">1556.87</td> 
 <td style="vertical-align:middle;">376.2857143</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">6396</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">6772.285714</td> 
 <td style="vertical-align:middle;">-1556.87</td> 
 <td style="vertical-align:middle;">-7952.87</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1180.584286</td> 
 <td style="vertical-align:middle;">-6396</td> 
 <td style="vertical-align:middle;">1556.87</td> 
 <td style="vertical-align:middle;">376.2857143</td> 
 <td style="vertical-align:middle;">7952.87</td> 
 <td style="vertical-align:middle;">6772.285714</td> 
 <td style="vertical-align:middle;">-1180.584286</td> 
 <td style="vertical-align:middle;">-7915</td> 
 <td style="vertical-align:middle;">37.87</td> 
 <td style="vertical-align:middle;">-1519</td> 
 <td style="vertical-align:middle;">-7915</td> 
 <td style="vertical-align:middle;">37.87</td> 
 <td style="vertical-align:middle;">-1519</td> 
 <td style="vertical-align:middle;">-7915</td> 
 <td style="vertical-align:middle;">37.87</td> 
 <td style="vertical-align:middle;">-1142.714286</td> 
 <td style="vertical-align:middle;">-7148</td> 
 <td style="vertical-align:middle;">804.87</td> 
 <td style="vertical-align:middle;">-752</td> 
 <td style="vertical-align:middle;">-7148</td> 
 <td style="vertical-align:middle;">804.87</td> 
 <td style="vertical-align:middle;">-752</td> 
 <td style="vertical-align:middle;">-7148</td> 
 <td style="vertical-align:middle;">804.87</td> 
 <td style="vertical-align:middle;">-375.7142857</td> 
 <td style="vertical-align:middle;">96075</td> 
 <td style="vertical-align:middle;">104027.87</td> 
 <td style="vertical-align:middle;">102471</td> 
 <td style="vertical-align:middle;">96075</td> 
 <td style="vertical-align:middle;">104027.87</td> 
 <td style="vertical-align:middle;">102471</td> 
 <td style="vertical-align:middle;">96075</td> 
 <td style="vertical-align:middle;">104027.87</td> 
 <td style="vertical-align:middle;">102847.2857</td> 
 <td style="vertical-align:middle;">2023</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">27894</td> 
 <td style="vertical-align:middle;">47</td> 
 <td style="vertical-align:middle;">BachelorDegree</td> 
 <td style="vertical-align:middle;">176516</td> 
 <td style="vertical-align:middle;">708</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">13457</td> 
 <td style="vertical-align:middle;">11225</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">1.48</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">13457</td> 
 <td style="vertical-align:middle;">1.48</td> 
 <td style="vertical-align:middle;">13457</td> 
 <td style="vertical-align:middle;">1.48</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">2505</td> 
 <td style="vertical-align:middle;">42</td> 
 <td style="vertical-align:middle;">2505</td> 
 <td style="vertical-align:middle;">2118.428571</td> 
 <td style="vertical-align:middle;">0.066384181</td> 
 <td style="vertical-align:middle;">0.000266265</td> 
 <td style="vertical-align:middle;">15.06382979</td> 
 <td style="vertical-align:middle;">0.004010968</td> 
 <td style="vertical-align:middle;">3755.659574</td> 
 <td style="vertical-align:middle;">249.3163842</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">-661</td> 
 <td style="vertical-align:middle;">-176469</td> 
 <td style="vertical-align:middle;">-175808</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2505</td> 
 <td style="vertical-align:middle;">2118.428571</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">2505</td> 
 <td style="vertical-align:middle;">2118.428571</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">2505</td> 
 <td style="vertical-align:middle;">2505</td> 
 <td style="vertical-align:middle;">2118.428571</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">27894</td> 
 <td style="vertical-align:middle;">13457</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">1.48</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">13457</td> 
 <td style="vertical-align:middle;">1.48</td> 
 <td style="vertical-align:middle;">13457</td> 
 <td style="vertical-align:middle;">1.48</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">5.372055888</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">5.372055888</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">6.352350125</td> 
 <td style="vertical-align:middle;">286.3191489</td> 
 <td style="vertical-align:middle;">19.00706215</td> 
 <td style="vertical-align:middle;">0.076236715</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">0.000590818</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000590818</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000698631</td> 
 <td style="vertical-align:middle;">0.031489362</td> 
 <td style="vertical-align:middle;">0.002090395</td> 
 <td style="vertical-align:middle;">8.38E-06</td> 
 <td style="vertical-align:middle;">0.186148473</td> 
 <td style="vertical-align:middle;">1692.567568</td> 
 <td style="vertical-align:middle;">0.186148473</td> 
 <td style="vertical-align:middle;">1692.567568</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.186148473</td> 
 <td style="vertical-align:middle;">1692.567568</td> 
 <td style="vertical-align:middle;">1.182480275</td> 
 <td style="vertical-align:middle;">53.29787234</td> 
 <td style="vertical-align:middle;">3.538135593</td> 
 <td style="vertical-align:middle;">0.014191348</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">5.372055888</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">5.372055888</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">6.352350125</td> 
 <td style="vertical-align:middle;">286.3191489</td> 
 <td style="vertical-align:middle;">19.00706215</td> 
 <td style="vertical-align:middle;">0.076236715</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000590818</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">0.000590818</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000698631</td> 
 <td style="vertical-align:middle;">0.031489362</td> 
 <td style="vertical-align:middle;">0.002090395</td> 
 <td style="vertical-align:middle;">8.38E-06</td> 
 <td style="vertical-align:middle;">0.186148473</td> 
 <td style="vertical-align:middle;">1692.567568</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.186148473</td> 
 <td style="vertical-align:middle;">1692.567568</td> 
 <td style="vertical-align:middle;">0.186148473</td> 
 <td style="vertical-align:middle;">1692.567568</td> 
 <td style="vertical-align:middle;">1.182480275</td> 
 <td style="vertical-align:middle;">53.29787234</td> 
 <td style="vertical-align:middle;">3.538135593</td> 
 <td style="vertical-align:middle;">0.014191348</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">5.372055888</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">5.372055888</td> 
 <td style="vertical-align:middle;">9092.567568</td> 
 <td style="vertical-align:middle;">6.352350125</td> 
 <td style="vertical-align:middle;">286.3191489</td> 
 <td style="vertical-align:middle;">19.00706215</td> 
 <td style="vertical-align:middle;">0.076236715</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000590818</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000590818</td> 
 <td style="vertical-align:middle;">0.00010998</td> 
 <td style="vertical-align:middle;">0.000698631</td> 
 <td style="vertical-align:middle;">0.031489362</td> 
 <td style="vertical-align:middle;">0.002090395</td> 
 <td style="vertical-align:middle;">8.38E-06</td> 
 <td style="vertical-align:middle;">0.157422053</td> 
 <td style="vertical-align:middle;">1431.370656</td> 
 <td style="vertical-align:middle;">0.845680068</td> 
 <td style="vertical-align:middle;">0.157422053</td> 
 <td style="vertical-align:middle;">1431.370656</td> 
 <td style="vertical-align:middle;">0.845680068</td> 
 <td style="vertical-align:middle;">0.157422053</td> 
 <td style="vertical-align:middle;">1431.370656</td> 
 <td style="vertical-align:middle;">45.07294833</td> 
 <td style="vertical-align:middle;">2.992130751</td> 
 <td style="vertical-align:middle;">0.01200134</td> 
 <td style="vertical-align:middle;">0.003492606</td> 
 <td style="vertical-align:middle;">31.75675676</td> 
 <td style="vertical-align:middle;">0.018762475</td> 
 <td style="vertical-align:middle;">0.003492606</td> 
 <td style="vertical-align:middle;">31.75675676</td> 
 <td style="vertical-align:middle;">0.018762475</td> 
 <td style="vertical-align:middle;">0.003492606</td> 
 <td style="vertical-align:middle;">31.75675676</td> 
 <td style="vertical-align:middle;">0.022186257</td> 
 <td style="vertical-align:middle;">0.052612023</td> 
 <td style="vertical-align:middle;">478.3783784</td> 
 <td style="vertical-align:middle;">0.282634731</td> 
 <td style="vertical-align:middle;">0.052612023</td> 
 <td style="vertical-align:middle;">478.3783784</td> 
 <td style="vertical-align:middle;">0.282634731</td> 
 <td style="vertical-align:middle;">0.052612023</td> 
 <td style="vertical-align:middle;">478.3783784</td> 
 <td style="vertical-align:middle;">0.334209994</td> 
 <td style="vertical-align:middle;">13.11703946</td> 
 <td style="vertical-align:middle;">119267.5676</td> 
 <td style="vertical-align:middle;">70.46546906</td> 
 <td style="vertical-align:middle;">13.11703946</td> 
 <td style="vertical-align:middle;">119267.5676</td> 
 <td style="vertical-align:middle;">70.46546906</td> 
 <td style="vertical-align:middle;">13.11703946</td> 
 <td style="vertical-align:middle;">119267.5676</td> 
 <td style="vertical-align:middle;">83.32402724</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">10952</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">10952</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">11338.57143</td> 
 <td style="vertical-align:middle;">-2503.52</td> 
 <td style="vertical-align:middle;">-13455.52</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2503.52</td> 
 <td style="vertical-align:middle;">-13455.52</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2116.948571</td> 
 <td style="vertical-align:middle;">-10952</td> 
 <td style="vertical-align:middle;">2503.52</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-10952</td> 
 <td style="vertical-align:middle;">2503.52</td> 
 <td style="vertical-align:middle;">386.5714286</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">10952</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">11338.57143</td> 
 <td style="vertical-align:middle;">-2503.52</td> 
 <td style="vertical-align:middle;">-13455.52</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2116.948571</td> 
 <td style="vertical-align:middle;">-10952</td> 
 <td style="vertical-align:middle;">2503.52</td> 
 <td style="vertical-align:middle;">386.5714286</td> 
 <td style="vertical-align:middle;">13455.52</td> 
 <td style="vertical-align:middle;">11338.57143</td> 
 <td style="vertical-align:middle;">-2116.948571</td> 
 <td style="vertical-align:middle;">-13410</td> 
 <td style="vertical-align:middle;">45.52</td> 
 <td style="vertical-align:middle;">-2458</td> 
 <td style="vertical-align:middle;">-13410</td> 
 <td style="vertical-align:middle;">45.52</td> 
 <td style="vertical-align:middle;">-2458</td> 
 <td style="vertical-align:middle;">-13410</td> 
 <td style="vertical-align:middle;">45.52</td> 
 <td style="vertical-align:middle;">-2071.428571</td> 
 <td style="vertical-align:middle;">-12749</td> 
 <td style="vertical-align:middle;">706.52</td> 
 <td style="vertical-align:middle;">-1797</td> 
 <td style="vertical-align:middle;">-12749</td> 
 <td style="vertical-align:middle;">706.52</td> 
 <td style="vertical-align:middle;">-1797</td> 
 <td style="vertical-align:middle;">-12749</td> 
 <td style="vertical-align:middle;">706.52</td> 
 <td style="vertical-align:middle;">-1410.428571</td> 
 <td style="vertical-align:middle;">163059</td> 
 <td style="vertical-align:middle;">176514.52</td> 
 <td style="vertical-align:middle;">174011</td> 
 <td style="vertical-align:middle;">163059</td> 
 <td style="vertical-align:middle;">176514.52</td> 
 <td style="vertical-align:middle;">174011</td> 
 <td style="vertical-align:middle;">163059</td> 
 <td style="vertical-align:middle;">176514.52</td> 
 <td style="vertical-align:middle;">174397.5714</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">44966</td> 
 <td style="vertical-align:middle;">31</td> 
 <td style="vertical-align:middle;">BachelorDegree</td> 
 <td style="vertical-align:middle;">58530</td> 
 <td style="vertical-align:middle;">822</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">7733</td> 
 <td style="vertical-align:middle;">11246</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">0.42</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7733</td> 
 <td style="vertical-align:middle;">0.42</td> 
 <td style="vertical-align:middle;">7733</td> 
 <td style="vertical-align:middle;">0.42</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1245</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">1245</td> 
 <td style="vertical-align:middle;">1079.666667</td> 
 <td style="vertical-align:middle;">0.037712895</td> 
 <td style="vertical-align:middle;">0.000529643</td> 
 <td style="vertical-align:middle;">26.51612903</td> 
 <td style="vertical-align:middle;">0.01404408</td> 
 <td style="vertical-align:middle;">1888.064516</td> 
 <td style="vertical-align:middle;">71.20437956</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">-791</td> 
 <td style="vertical-align:middle;">-58499</td> 
 <td style="vertical-align:middle;">-57708</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">1245</td> 
 <td style="vertical-align:middle;">1079.666667</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">2023</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">1245</td> 
 <td style="vertical-align:middle;">1079.666667</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">1245</td> 
 <td style="vertical-align:middle;">1245</td> 
 <td style="vertical-align:middle;">1079.666667</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">44966</td> 
 <td style="vertical-align:middle;">7733</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">0.42</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7733</td> 
 <td style="vertical-align:middle;">0.42</td> 
 <td style="vertical-align:middle;">7733</td> 
 <td style="vertical-align:middle;">0.42</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">6.21124498</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">6.21124498</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">7.162395801</td> 
 <td style="vertical-align:middle;">249.4516129</td> 
 <td style="vertical-align:middle;">9.407542579</td> 
 <td style="vertical-align:middle;">0.13212028</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">0.000337349</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000337349</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000389009</td> 
 <td style="vertical-align:middle;">0.013548387</td> 
 <td style="vertical-align:middle;">0.000510949</td> 
 <td style="vertical-align:middle;">7.18E-06</td> 
 <td style="vertical-align:middle;">0.160998319</td> 
 <td style="vertical-align:middle;">2964.285714</td> 
 <td style="vertical-align:middle;">0.160998319</td> 
 <td style="vertical-align:middle;">2964.285714</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.160998319</td> 
 <td style="vertical-align:middle;">2964.285714</td> 
 <td style="vertical-align:middle;">1.153133683</td> 
 <td style="vertical-align:middle;">40.16129032</td> 
 <td style="vertical-align:middle;">1.51459854</td> 
 <td style="vertical-align:middle;">0.021271143</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">6.21124498</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">6.21124498</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">7.162395801</td> 
 <td style="vertical-align:middle;">249.4516129</td> 
 <td style="vertical-align:middle;">9.407542579</td> 
 <td style="vertical-align:middle;">0.13212028</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000337349</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">0.000337349</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000389009</td> 
 <td style="vertical-align:middle;">0.013548387</td> 
 <td style="vertical-align:middle;">0.000510949</td> 
 <td style="vertical-align:middle;">7.18E-06</td> 
 <td style="vertical-align:middle;">0.160998319</td> 
 <td style="vertical-align:middle;">2964.285714</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.160998319</td> 
 <td style="vertical-align:middle;">2964.285714</td> 
 <td style="vertical-align:middle;">0.160998319</td> 
 <td style="vertical-align:middle;">2964.285714</td> 
 <td style="vertical-align:middle;">1.153133683</td> 
 <td style="vertical-align:middle;">40.16129032</td> 
 <td style="vertical-align:middle;">1.51459854</td> 
 <td style="vertical-align:middle;">0.021271143</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">6.21124498</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">6.21124498</td> 
 <td style="vertical-align:middle;">18411.90476</td> 
 <td style="vertical-align:middle;">7.162395801</td> 
 <td style="vertical-align:middle;">249.4516129</td> 
 <td style="vertical-align:middle;">9.407542579</td> 
 <td style="vertical-align:middle;">0.13212028</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000337349</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000337349</td> 
 <td style="vertical-align:middle;">5.43E-05</td> 
 <td style="vertical-align:middle;">0.000389009</td> 
 <td style="vertical-align:middle;">0.013548387</td> 
 <td style="vertical-align:middle;">0.000510949</td> 
 <td style="vertical-align:middle;">7.18E-06</td> 
 <td style="vertical-align:middle;">0.139618087</td> 
 <td style="vertical-align:middle;">2570.634921</td> 
 <td style="vertical-align:middle;">0.867202142</td> 
 <td style="vertical-align:middle;">0.139618087</td> 
 <td style="vertical-align:middle;">2570.634921</td> 
 <td style="vertical-align:middle;">0.867202142</td> 
 <td style="vertical-align:middle;">0.139618087</td> 
 <td style="vertical-align:middle;">2570.634921</td> 
 <td style="vertical-align:middle;">34.82795699</td> 
 <td style="vertical-align:middle;">1.313463098</td> 
 <td style="vertical-align:middle;">0.018446381</td> 
 <td style="vertical-align:middle;">0.004008793</td> 
 <td style="vertical-align:middle;">73.80952381</td> 
 <td style="vertical-align:middle;">0.024899598</td> 
 <td style="vertical-align:middle;">0.004008793</td> 
 <td style="vertical-align:middle;">73.80952381</td> 
 <td style="vertical-align:middle;">0.024899598</td> 
 <td style="vertical-align:middle;">0.004008793</td> 
 <td style="vertical-align:middle;">73.80952381</td> 
 <td style="vertical-align:middle;">0.028712566</td> 
 <td style="vertical-align:middle;">0.106297685</td> 
 <td style="vertical-align:middle;">1957.142857</td> 
 <td style="vertical-align:middle;">0.660240964</td> 
 <td style="vertical-align:middle;">0.106297685</td> 
 <td style="vertical-align:middle;">1957.142857</td> 
 <td style="vertical-align:middle;">0.660240964</td> 
 <td style="vertical-align:middle;">0.106297685</td> 
 <td style="vertical-align:middle;">1957.142857</td> 
 <td style="vertical-align:middle;">0.761346094</td> 
 <td style="vertical-align:middle;">7.568860727</td> 
 <td style="vertical-align:middle;">139357.1429</td> 
 <td style="vertical-align:middle;">47.01204819</td> 
 <td style="vertical-align:middle;">7.568860727</td> 
 <td style="vertical-align:middle;">139357.1429</td> 
 <td style="vertical-align:middle;">47.01204819</td> 
 <td style="vertical-align:middle;">7.568860727</td> 
 <td style="vertical-align:middle;">139357.1429</td> 
 <td style="vertical-align:middle;">54.21117629</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">6488</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">6488</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">6653.333333</td> 
 <td style="vertical-align:middle;">-1244.58</td> 
 <td style="vertical-align:middle;">-7732.58</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1244.58</td> 
 <td style="vertical-align:middle;">-7732.58</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1079.246667</td> 
 <td style="vertical-align:middle;">-6488</td> 
 <td style="vertical-align:middle;">1244.58</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-6488</td> 
 <td style="vertical-align:middle;">1244.58</td> 
 <td style="vertical-align:middle;">165.3333333</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">6488</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">6653.333333</td> 
 <td style="vertical-align:middle;">-1244.58</td> 
 <td style="vertical-align:middle;">-7732.58</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1079.246667</td> 
 <td style="vertical-align:middle;">-6488</td> 
 <td style="vertical-align:middle;">1244.58</td> 
 <td style="vertical-align:middle;">165.3333333</td> 
 <td style="vertical-align:middle;">7732.58</td> 
 <td style="vertical-align:middle;">6653.333333</td> 
 <td style="vertical-align:middle;">-1079.246667</td> 
 <td style="vertical-align:middle;">-7702</td> 
 <td style="vertical-align:middle;">30.58</td> 
 <td style="vertical-align:middle;">-1214</td> 
 <td style="vertical-align:middle;">-7702</td> 
 <td style="vertical-align:middle;">30.58</td> 
 <td style="vertical-align:middle;">-1214</td> 
 <td style="vertical-align:middle;">-7702</td> 
 <td style="vertical-align:middle;">30.58</td> 
 <td style="vertical-align:middle;">-1048.666667</td> 
 <td style="vertical-align:middle;">-6911</td> 
 <td style="vertical-align:middle;">821.58</td> 
 <td style="vertical-align:middle;">-423</td> 
 <td style="vertical-align:middle;">-6911</td> 
 <td style="vertical-align:middle;">821.58</td> 
 <td style="vertical-align:middle;">-423</td> 
 <td style="vertical-align:middle;">-6911</td> 
 <td style="vertical-align:middle;">821.58</td> 
 <td style="vertical-align:middle;">-257.6666667</td> 
 <td style="vertical-align:middle;">50797</td> 
 <td style="vertical-align:middle;">58529.58</td> 
 <td style="vertical-align:middle;">57285</td> 
 <td style="vertical-align:middle;">50797</td> 
 <td style="vertical-align:middle;">58529.58</td> 
 <td style="vertical-align:middle;">57285</td> 
 <td style="vertical-align:middle;">50797</td> 
 <td style="vertical-align:middle;">58529.58</td> 
 <td style="vertical-align:middle;">57450.33333</td> 
 <td style="vertical-align:middle;">2023</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">29195</td> 
 <td style="vertical-align:middle;">46</td> 
 <td style="vertical-align:middle;">BachelorDegree</td> 
 <td style="vertical-align:middle;">38528</td> 
 <td style="vertical-align:middle;">680</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">2466</td> 
 <td style="vertical-align:middle;">11992</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">0.68</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2466</td> 
 <td style="vertical-align:middle;">0.68</td> 
 <td style="vertical-align:middle;">2466</td> 
 <td style="vertical-align:middle;">0.68</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">431</td> 
 <td style="vertical-align:middle;">73</td> 
 <td style="vertical-align:middle;">431</td> 
 <td style="vertical-align:middle;">368.5</td> 
 <td style="vertical-align:middle;">0.067647059</td> 
 <td style="vertical-align:middle;">0.001193937</td> 
 <td style="vertical-align:middle;">14.7826087</td> 
 <td style="vertical-align:middle;">0.017649502</td> 
 <td style="vertical-align:middle;">837.5652174</td> 
 <td style="vertical-align:middle;">56.65882353</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">-634</td> 
 <td style="vertical-align:middle;">-38482</td> 
 <td style="vertical-align:middle;">-37848</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">431</td> 
 <td style="vertical-align:middle;">368.5</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">431</td> 
 <td style="vertical-align:middle;">368.5</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">431</td> 
 <td style="vertical-align:middle;">431</td> 
 <td style="vertical-align:middle;">368.5</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">29195</td> 
 <td style="vertical-align:middle;">2466</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">0.68</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2466</td> 
 <td style="vertical-align:middle;">0.68</td> 
 <td style="vertical-align:middle;">2466</td> 
 <td style="vertical-align:middle;">0.68</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">5.721577726</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">5.721577726</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">6.691994573</td> 
 <td style="vertical-align:middle;">53.60869565</td> 
 <td style="vertical-align:middle;">3.626470588</td> 
 <td style="vertical-align:middle;">0.064005399</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">0.001577726</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001577726</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001845319</td> 
 <td style="vertical-align:middle;">0.014782609</td> 
 <td style="vertical-align:middle;">0.001</td> 
 <td style="vertical-align:middle;">1.76E-05</td> 
 <td style="vertical-align:middle;">0.174776967</td> 
 <td style="vertical-align:middle;">633.8235294</td> 
 <td style="vertical-align:middle;">0.174776967</td> 
 <td style="vertical-align:middle;">633.8235294</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.174776967</td> 
 <td style="vertical-align:middle;">633.8235294</td> 
 <td style="vertical-align:middle;">1.169606513</td> 
 <td style="vertical-align:middle;">9.369565217</td> 
 <td style="vertical-align:middle;">0.633823529</td> 
 <td style="vertical-align:middle;">0.011186669</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">5.721577726</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">5.721577726</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">6.691994573</td> 
 <td style="vertical-align:middle;">53.60869565</td> 
 <td style="vertical-align:middle;">3.626470588</td> 
 <td style="vertical-align:middle;">0.064005399</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001577726</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">0.001577726</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001845319</td> 
 <td style="vertical-align:middle;">0.014782609</td> 
 <td style="vertical-align:middle;">0.001</td> 
 <td style="vertical-align:middle;">1.76E-05</td> 
 <td style="vertical-align:middle;">0.174776967</td> 
 <td style="vertical-align:middle;">633.8235294</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.174776967</td> 
 <td style="vertical-align:middle;">633.8235294</td> 
 <td style="vertical-align:middle;">0.174776967</td> 
 <td style="vertical-align:middle;">633.8235294</td> 
 <td style="vertical-align:middle;">1.169606513</td> 
 <td style="vertical-align:middle;">9.369565217</td> 
 <td style="vertical-align:middle;">0.633823529</td> 
 <td style="vertical-align:middle;">0.011186669</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">5.721577726</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">5.721577726</td> 
 <td style="vertical-align:middle;">3626.470588</td> 
 <td style="vertical-align:middle;">6.691994573</td> 
 <td style="vertical-align:middle;">53.60869565</td> 
 <td style="vertical-align:middle;">3.626470588</td> 
 <td style="vertical-align:middle;">0.064005399</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001577726</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001577726</td> 
 <td style="vertical-align:middle;">0.00027575</td> 
 <td style="vertical-align:middle;">0.001845319</td> 
 <td style="vertical-align:middle;">0.014782609</td> 
 <td style="vertical-align:middle;">0.001</td> 
 <td style="vertical-align:middle;">1.76E-05</td> 
 <td style="vertical-align:middle;">0.149432279</td> 
 <td style="vertical-align:middle;">541.9117647</td> 
 <td style="vertical-align:middle;">0.854988399</td> 
 <td style="vertical-align:middle;">0.149432279</td> 
 <td style="vertical-align:middle;">541.9117647</td> 
 <td style="vertical-align:middle;">0.854988399</td> 
 <td style="vertical-align:middle;">0.149432279</td> 
 <td style="vertical-align:middle;">541.9117647</td> 
 <td style="vertical-align:middle;">8.010869565</td> 
 <td style="vertical-align:middle;">0.541911765</td> 
 <td style="vertical-align:middle;">0.009564473</td> 
 <td style="vertical-align:middle;">0.01865369</td> 
 <td style="vertical-align:middle;">67.64705882</td> 
 <td style="vertical-align:middle;">0.106728538</td> 
 <td style="vertical-align:middle;">0.01865369</td> 
 <td style="vertical-align:middle;">67.64705882</td> 
 <td style="vertical-align:middle;">0.106728538</td> 
 <td style="vertical-align:middle;">0.01865369</td> 
 <td style="vertical-align:middle;">67.64705882</td> 
 <td style="vertical-align:middle;">0.124830393</td> 
 <td style="vertical-align:middle;">0.275750203</td> 
 <td style="vertical-align:middle;">1000</td> 
 <td style="vertical-align:middle;">1.577726218</td> 
 <td style="vertical-align:middle;">0.275750203</td> 
 <td style="vertical-align:middle;">1000</td> 
 <td style="vertical-align:middle;">1.577726218</td> 
 <td style="vertical-align:middle;">0.275750203</td> 
 <td style="vertical-align:middle;">1000</td> 
 <td style="vertical-align:middle;">1.84531886</td> 
 <td style="vertical-align:middle;">15.62368208</td> 
 <td style="vertical-align:middle;">56658.82353</td> 
 <td style="vertical-align:middle;">89.39211137</td> 
 <td style="vertical-align:middle;">15.62368208</td> 
 <td style="vertical-align:middle;">56658.82353</td> 
 <td style="vertical-align:middle;">89.39211137</td> 
 <td style="vertical-align:middle;">15.62368208</td> 
 <td style="vertical-align:middle;">56658.82353</td> 
 <td style="vertical-align:middle;">104.5535957</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">2035</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">2035</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">2097.5</td> 
 <td style="vertical-align:middle;">-430.32</td> 
 <td style="vertical-align:middle;">-2465.32</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-430.32</td> 
 <td style="vertical-align:middle;">-2465.32</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-367.82</td> 
 <td style="vertical-align:middle;">-2035</td> 
 <td style="vertical-align:middle;">430.32</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2035</td> 
 <td style="vertical-align:middle;">430.32</td> 
 <td style="vertical-align:middle;">62.5</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">2035</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">2097.5</td> 
 <td style="vertical-align:middle;">-430.32</td> 
 <td style="vertical-align:middle;">-2465.32</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-367.82</td> 
 <td style="vertical-align:middle;">-2035</td> 
 <td style="vertical-align:middle;">430.32</td> 
 <td style="vertical-align:middle;">62.5</td> 
 <td style="vertical-align:middle;">2465.32</td> 
 <td style="vertical-align:middle;">2097.5</td> 
 <td style="vertical-align:middle;">-367.82</td> 
 <td style="vertical-align:middle;">-2420</td> 
 <td style="vertical-align:middle;">45.32</td> 
 <td style="vertical-align:middle;">-385</td> 
 <td style="vertical-align:middle;">-2420</td> 
 <td style="vertical-align:middle;">45.32</td> 
 <td style="vertical-align:middle;">-385</td> 
 <td style="vertical-align:middle;">-2420</td> 
 <td style="vertical-align:middle;">45.32</td> 
 <td style="vertical-align:middle;">-322.5</td> 
 <td style="vertical-align:middle;">-1786</td> 
 <td style="vertical-align:middle;">679.32</td> 
 <td style="vertical-align:middle;">249</td> 
 <td style="vertical-align:middle;">-1786</td> 
 <td style="vertical-align:middle;">679.32</td> 
 <td style="vertical-align:middle;">249</td> 
 <td style="vertical-align:middle;">-1786</td> 
 <td style="vertical-align:middle;">679.32</td> 
 <td style="vertical-align:middle;">311.5</td> 
 <td style="vertical-align:middle;">36062</td> 
 <td style="vertical-align:middle;">38527.32</td> 
 <td style="vertical-align:middle;">38097</td> 
 <td style="vertical-align:middle;">36062</td> 
 <td style="vertical-align:middle;">38527.32</td> 
 <td style="vertical-align:middle;">38097</td> 
 <td style="vertical-align:middle;">36062</td> 
 <td style="vertical-align:middle;">38527.32</td> 
 <td style="vertical-align:middle;">38159.5</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2019</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">25942</td> 
 <td style="vertical-align:middle;">18</td> 
 <td style="vertical-align:middle;">DoctorDegree</td> 
 <td style="vertical-align:middle;">227219</td> 
 <td style="vertical-align:middle;">839</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">14059</td> 
 <td style="vertical-align:middle;">11871</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">3.58</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14059</td> 
 <td style="vertical-align:middle;">3.58</td> 
 <td style="vertical-align:middle;">14059</td> 
 <td style="vertical-align:middle;">3.58</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1791</td> 
 <td style="vertical-align:middle;">35</td> 
 <td style="vertical-align:middle;">2403</td> 
 <td style="vertical-align:middle;">1920</td> 
 <td style="vertical-align:middle;">0.021454112</td> 
 <td style="vertical-align:middle;">7.92E-05</td> 
 <td style="vertical-align:middle;">46.61111111</td> 
 <td style="vertical-align:middle;">0.003692473</td> 
 <td style="vertical-align:middle;">12623.27778</td> 
 <td style="vertical-align:middle;">270.8212157</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">-821</td> 
 <td style="vertical-align:middle;">-227201</td> 
 <td style="vertical-align:middle;">-226380</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2403</td> 
 <td style="vertical-align:middle;">1920</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">1791</td> 
 <td style="vertical-align:middle;">1920</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">1791</td> 
 <td style="vertical-align:middle;">2403</td> 
 <td style="vertical-align:middle;">1920</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">25942</td> 
 <td style="vertical-align:middle;">14059</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">3.58</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14059</td> 
 <td style="vertical-align:middle;">3.58</td> 
 <td style="vertical-align:middle;">14059</td> 
 <td style="vertical-align:middle;">3.58</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">7.849804578</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">5.850603412</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">7.322395833</td> 
 <td style="vertical-align:middle;">781.0555556</td> 
 <td style="vertical-align:middle;">16.7568534</td> 
 <td style="vertical-align:middle;">0.061874227</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">0.001998883</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001489804</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001864583</td> 
 <td style="vertical-align:middle;">0.198888889</td> 
 <td style="vertical-align:middle;">0.004266985</td> 
 <td style="vertical-align:middle;">1.58E-05</td> 
 <td style="vertical-align:middle;">0.127391706</td> 
 <td style="vertical-align:middle;">500.2793296</td> 
 <td style="vertical-align:middle;">0.127391706</td> 
 <td style="vertical-align:middle;">500.2793296</td> 
 <td style="vertical-align:middle;">0.745318352</td> 
 <td style="vertical-align:middle;">0.127391706</td> 
 <td style="vertical-align:middle;">500.2793296</td> 
 <td style="vertical-align:middle;">0.9328125</td> 
 <td style="vertical-align:middle;">99.5</td> 
 <td style="vertical-align:middle;">2.134684148</td> 
 <td style="vertical-align:middle;">0.007882263</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">7.849804578</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">5.850603412</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">7.322395833</td> 
 <td style="vertical-align:middle;">781.0555556</td> 
 <td style="vertical-align:middle;">16.7568534</td> 
 <td style="vertical-align:middle;">0.061874227</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001998883</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">0.001489804</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001864583</td> 
 <td style="vertical-align:middle;">0.198888889</td> 
 <td style="vertical-align:middle;">0.004266985</td> 
 <td style="vertical-align:middle;">1.58E-05</td> 
 <td style="vertical-align:middle;">0.170922541</td> 
 <td style="vertical-align:middle;">671.2290503</td> 
 <td style="vertical-align:middle;">1.341708543</td> 
 <td style="vertical-align:middle;">0.170922541</td> 
 <td style="vertical-align:middle;">671.2290503</td> 
 <td style="vertical-align:middle;">0.170922541</td> 
 <td style="vertical-align:middle;">671.2290503</td> 
 <td style="vertical-align:middle;">1.2515625</td> 
 <td style="vertical-align:middle;">133.5</td> 
 <td style="vertical-align:middle;">2.864123957</td> 
 <td style="vertical-align:middle;">0.0105757</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">7.849804578</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">5.850603412</td> 
 <td style="vertical-align:middle;">3927.094972</td> 
 <td style="vertical-align:middle;">7.322395833</td> 
 <td style="vertical-align:middle;">781.0555556</td> 
 <td style="vertical-align:middle;">16.7568534</td> 
 <td style="vertical-align:middle;">0.061874227</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001998883</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001489804</td> 
 <td style="vertical-align:middle;">0.000254641</td> 
 <td style="vertical-align:middle;">0.001864583</td> 
 <td style="vertical-align:middle;">0.198888889</td> 
 <td style="vertical-align:middle;">0.004266985</td> 
 <td style="vertical-align:middle;">1.58E-05</td> 
 <td style="vertical-align:middle;">0.136567323</td> 
 <td style="vertical-align:middle;">536.3128492</td> 
 <td style="vertical-align:middle;">1.072026801</td> 
 <td style="vertical-align:middle;">0.136567323</td> 
 <td style="vertical-align:middle;">536.3128492</td> 
 <td style="vertical-align:middle;">0.799001248</td> 
 <td style="vertical-align:middle;">0.136567323</td> 
 <td style="vertical-align:middle;">536.3128492</td> 
 <td style="vertical-align:middle;">106.6666667</td> 
 <td style="vertical-align:middle;">2.288438617</td> 
 <td style="vertical-align:middle;">0.008449998</td> 
 <td style="vertical-align:middle;">0.001280319</td> 
 <td style="vertical-align:middle;">5.027932961</td> 
 <td style="vertical-align:middle;">0.010050251</td> 
 <td style="vertical-align:middle;">0.001280319</td> 
 <td style="vertical-align:middle;">5.027932961</td> 
 <td style="vertical-align:middle;">0.007490637</td> 
 <td style="vertical-align:middle;">0.001280319</td> 
 <td style="vertical-align:middle;">5.027932961</td> 
 <td style="vertical-align:middle;">0.009375</td> 
 <td style="vertical-align:middle;">0.059677075</td> 
 <td style="vertical-align:middle;">234.3575419</td> 
 <td style="vertical-align:middle;">0.468453378</td> 
 <td style="vertical-align:middle;">0.059677075</td> 
 <td style="vertical-align:middle;">234.3575419</td> 
 <td style="vertical-align:middle;">0.3491469</td> 
 <td style="vertical-align:middle;">0.059677075</td> 
 <td style="vertical-align:middle;">234.3575419</td> 
 <td style="vertical-align:middle;">0.436979167</td> 
 <td style="vertical-align:middle;">16.16181805</td> 
 <td style="vertical-align:middle;">63468.99441</td> 
 <td style="vertical-align:middle;">126.8671133</td> 
 <td style="vertical-align:middle;">16.16181805</td> 
 <td style="vertical-align:middle;">63468.99441</td> 
 <td style="vertical-align:middle;">94.55638785</td> 
 <td style="vertical-align:middle;">16.16181805</td> 
 <td style="vertical-align:middle;">63468.99441</td> 
 <td style="vertical-align:middle;">118.3432292</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">12268</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">11656</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">12139</td> 
 <td style="vertical-align:middle;">-1787.42</td> 
 <td style="vertical-align:middle;">-14055.42</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2399.42</td> 
 <td style="vertical-align:middle;">-14055.42</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1916.42</td> 
 <td style="vertical-align:middle;">-12268</td> 
 <td style="vertical-align:middle;">1787.42</td> 
 <td style="vertical-align:middle;">-612</td> 
 <td style="vertical-align:middle;">-12268</td> 
 <td style="vertical-align:middle;">1787.42</td> 
 <td style="vertical-align:middle;">-129</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">11656</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">12139</td> 
 <td style="vertical-align:middle;">-2399.42</td> 
 <td style="vertical-align:middle;">-14055.42</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1916.42</td> 
 <td style="vertical-align:middle;">-11656</td> 
 <td style="vertical-align:middle;">2399.42</td> 
 <td style="vertical-align:middle;">483</td> 
 <td style="vertical-align:middle;">14055.42</td> 
 <td style="vertical-align:middle;">12139</td> 
 <td style="vertical-align:middle;">-1916.42</td> 
 <td style="vertical-align:middle;">-14041</td> 
 <td style="vertical-align:middle;">14.42</td> 
 <td style="vertical-align:middle;">-1773</td> 
 <td style="vertical-align:middle;">-14041</td> 
 <td style="vertical-align:middle;">14.42</td> 
 <td style="vertical-align:middle;">-2385</td> 
 <td style="vertical-align:middle;">-14041</td> 
 <td style="vertical-align:middle;">14.42</td> 
 <td style="vertical-align:middle;">-1902</td> 
 <td style="vertical-align:middle;">-13220</td> 
 <td style="vertical-align:middle;">835.42</td> 
 <td style="vertical-align:middle;">-952</td> 
 <td style="vertical-align:middle;">-13220</td> 
 <td style="vertical-align:middle;">835.42</td> 
 <td style="vertical-align:middle;">-1564</td> 
 <td style="vertical-align:middle;">-13220</td> 
 <td style="vertical-align:middle;">835.42</td> 
 <td style="vertical-align:middle;">-1081</td> 
 <td style="vertical-align:middle;">213160</td> 
 <td style="vertical-align:middle;">227215.42</td> 
 <td style="vertical-align:middle;">225428</td> 
 <td style="vertical-align:middle;">213160</td> 
 <td style="vertical-align:middle;">227215.42</td> 
 <td style="vertical-align:middle;">224816</td> 
 <td style="vertical-align:middle;">213160</td> 
 <td style="vertical-align:middle;">227215.42</td> 
 <td style="vertical-align:middle;">225299</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2019</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">38435</td> 
 <td style="vertical-align:middle;">43</td> 
 <td style="vertical-align:middle;">DoctorDegree</td> 
 <td style="vertical-align:middle;">183813</td> 
 <td style="vertical-align:middle;">596</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">6615</td> 
 <td style="vertical-align:middle;">10339</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">5.65</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">6615</td> 
 <td style="vertical-align:middle;">5.65</td> 
 <td style="vertical-align:middle;">6615</td> 
 <td style="vertical-align:middle;">5.65</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1086</td> 
 <td style="vertical-align:middle;">21</td> 
 <td style="vertical-align:middle;">1177</td> 
 <td style="vertical-align:middle;">960.1111111</td> 
 <td style="vertical-align:middle;">0.072147651</td> 
 <td style="vertical-align:middle;">0.000233933</td> 
 <td style="vertical-align:middle;">13.86046512</td> 
 <td style="vertical-align:middle;">0.003242426</td> 
 <td style="vertical-align:middle;">4274.72093</td> 
 <td style="vertical-align:middle;">308.4110738</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">-553</td> 
 <td style="vertical-align:middle;">-183770</td> 
 <td style="vertical-align:middle;">-183217</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">1177</td> 
 <td style="vertical-align:middle;">960.1111111</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">1086</td> 
 <td style="vertical-align:middle;">960.1111111</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">1086</td> 
 <td style="vertical-align:middle;">1177</td> 
 <td style="vertical-align:middle;">960.1111111</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">38435</td> 
 <td style="vertical-align:middle;">6615</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">5.65</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">6615</td> 
 <td style="vertical-align:middle;">5.65</td> 
 <td style="vertical-align:middle;">6615</td> 
 <td style="vertical-align:middle;">5.65</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">6.091160221</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">5.620220901</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">6.889827566</td> 
 <td style="vertical-align:middle;">153.8372093</td> 
 <td style="vertical-align:middle;">11.09899329</td> 
 <td style="vertical-align:middle;">0.035987661</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">0.005202578</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00480034</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.005884736</td> 
 <td style="vertical-align:middle;">0.131395349</td> 
 <td style="vertical-align:middle;">0.009479866</td> 
 <td style="vertical-align:middle;">3.07E-05</td> 
 <td style="vertical-align:middle;">0.164172336</td> 
 <td style="vertical-align:middle;">192.2123894</td> 
 <td style="vertical-align:middle;">0.164172336</td> 
 <td style="vertical-align:middle;">192.2123894</td> 
 <td style="vertical-align:middle;">0.922684792</td> 
 <td style="vertical-align:middle;">0.164172336</td> 
 <td style="vertical-align:middle;">192.2123894</td> 
 <td style="vertical-align:middle;">1.131119083</td> 
 <td style="vertical-align:middle;">25.25581395</td> 
 <td style="vertical-align:middle;">1.822147651</td> 
 <td style="vertical-align:middle;">0.005908178</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">6.091160221</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">5.620220901</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">6.889827566</td> 
 <td style="vertical-align:middle;">153.8372093</td> 
 <td style="vertical-align:middle;">11.09899329</td> 
 <td style="vertical-align:middle;">0.035987661</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.005202578</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">0.00480034</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.005884736</td> 
 <td style="vertical-align:middle;">0.131395349</td> 
 <td style="vertical-align:middle;">0.009479866</td> 
 <td style="vertical-align:middle;">3.07E-05</td> 
 <td style="vertical-align:middle;">0.177928949</td> 
 <td style="vertical-align:middle;">208.3185841</td> 
 <td style="vertical-align:middle;">1.083793738</td> 
 <td style="vertical-align:middle;">0.177928949</td> 
 <td style="vertical-align:middle;">208.3185841</td> 
 <td style="vertical-align:middle;">0.177928949</td> 
 <td style="vertical-align:middle;">208.3185841</td> 
 <td style="vertical-align:middle;">1.22589978</td> 
 <td style="vertical-align:middle;">27.37209302</td> 
 <td style="vertical-align:middle;">1.974832215</td> 
 <td style="vertical-align:middle;">0.006403247</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">6.091160221</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">5.620220901</td> 
 <td style="vertical-align:middle;">1170.79646</td> 
 <td style="vertical-align:middle;">6.889827566</td> 
 <td style="vertical-align:middle;">153.8372093</td> 
 <td style="vertical-align:middle;">11.09899329</td> 
 <td style="vertical-align:middle;">0.035987661</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.005202578</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00480034</td> 
 <td style="vertical-align:middle;">0.000854119</td> 
 <td style="vertical-align:middle;">0.005884736</td> 
 <td style="vertical-align:middle;">0.131395349</td> 
 <td style="vertical-align:middle;">0.009479866</td> 
 <td style="vertical-align:middle;">3.07E-05</td> 
 <td style="vertical-align:middle;">0.145141513</td> 
 <td style="vertical-align:middle;">169.9311701</td> 
 <td style="vertical-align:middle;">0.884080213</td> 
 <td style="vertical-align:middle;">0.145141513</td> 
 <td style="vertical-align:middle;">169.9311701</td> 
 <td style="vertical-align:middle;">0.815727367</td> 
 <td style="vertical-align:middle;">0.145141513</td> 
 <td style="vertical-align:middle;">169.9311701</td> 
 <td style="vertical-align:middle;">22.32816537</td> 
 <td style="vertical-align:middle;">1.610924683</td> 
 <td style="vertical-align:middle;">0.005223304</td> 
 <td style="vertical-align:middle;">0.006500378</td> 
 <td style="vertical-align:middle;">7.610619469</td> 
 <td style="vertical-align:middle;">0.039594843</td> 
 <td style="vertical-align:middle;">0.006500378</td> 
 <td style="vertical-align:middle;">7.610619469</td> 
 <td style="vertical-align:middle;">0.03653356</td> 
 <td style="vertical-align:middle;">0.006500378</td> 
 <td style="vertical-align:middle;">7.610619469</td> 
 <td style="vertical-align:middle;">0.044786483</td> 
 <td style="vertical-align:middle;">0.090098262</td> 
 <td style="vertical-align:middle;">105.4867257</td> 
 <td style="vertical-align:middle;">0.548802947</td> 
 <td style="vertical-align:middle;">0.090098262</td> 
 <td style="vertical-align:middle;">105.4867257</td> 
 <td style="vertical-align:middle;">0.506372133</td> 
 <td style="vertical-align:middle;">0.090098262</td> 
 <td style="vertical-align:middle;">105.4867257</td> 
 <td style="vertical-align:middle;">0.620761486</td> 
 <td style="vertical-align:middle;">27.78730159</td> 
 <td style="vertical-align:middle;">32533.27434</td> 
 <td style="vertical-align:middle;">169.2569061</td> 
 <td style="vertical-align:middle;">27.78730159</td> 
 <td style="vertical-align:middle;">32533.27434</td> 
 <td style="vertical-align:middle;">156.1707732</td> 
 <td style="vertical-align:middle;">27.78730159</td> 
 <td style="vertical-align:middle;">32533.27434</td> 
 <td style="vertical-align:middle;">191.4497165</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">5529</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">5438</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">5654.888889</td> 
 <td style="vertical-align:middle;">-1080.35</td> 
 <td style="vertical-align:middle;">-6609.35</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1171.35</td> 
 <td style="vertical-align:middle;">-6609.35</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-954.4611111</td> 
 <td style="vertical-align:middle;">-5529</td> 
 <td style="vertical-align:middle;">1080.35</td> 
 <td style="vertical-align:middle;">-91</td> 
 <td style="vertical-align:middle;">-5529</td> 
 <td style="vertical-align:middle;">1080.35</td> 
 <td style="vertical-align:middle;">125.8888889</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">5438</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">5654.888889</td> 
 <td style="vertical-align:middle;">-1171.35</td> 
 <td style="vertical-align:middle;">-6609.35</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-954.4611111</td> 
 <td style="vertical-align:middle;">-5438</td> 
 <td style="vertical-align:middle;">1171.35</td> 
 <td style="vertical-align:middle;">216.8888889</td> 
 <td style="vertical-align:middle;">6609.35</td> 
 <td style="vertical-align:middle;">5654.888889</td> 
 <td style="vertical-align:middle;">-954.4611111</td> 
 <td style="vertical-align:middle;">-6572</td> 
 <td style="vertical-align:middle;">37.35</td> 
 <td style="vertical-align:middle;">-1043</td> 
 <td style="vertical-align:middle;">-6572</td> 
 <td style="vertical-align:middle;">37.35</td> 
 <td style="vertical-align:middle;">-1134</td> 
 <td style="vertical-align:middle;">-6572</td> 
 <td style="vertical-align:middle;">37.35</td> 
 <td style="vertical-align:middle;">-917.1111111</td> 
 <td style="vertical-align:middle;">-6019</td> 
 <td style="vertical-align:middle;">590.35</td> 
 <td style="vertical-align:middle;">-490</td> 
 <td style="vertical-align:middle;">-6019</td> 
 <td style="vertical-align:middle;">590.35</td> 
 <td style="vertical-align:middle;">-581</td> 
 <td style="vertical-align:middle;">-6019</td> 
 <td style="vertical-align:middle;">590.35</td> 
 <td style="vertical-align:middle;">-364.1111111</td> 
 <td style="vertical-align:middle;">177198</td> 
 <td style="vertical-align:middle;">183807.35</td> 
 <td style="vertical-align:middle;">182727</td> 
 <td style="vertical-align:middle;">177198</td> 
 <td style="vertical-align:middle;">183807.35</td> 
 <td style="vertical-align:middle;">182636</td> 
 <td style="vertical-align:middle;">177198</td> 
 <td style="vertical-align:middle;">183807.35</td> 
 <td style="vertical-align:middle;">182852.8889</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">41646</td> 
 <td style="vertical-align:middle;">27</td> 
 <td style="vertical-align:middle;">AssociateDegree</td> 
 <td style="vertical-align:middle;">47995</td> 
 <td style="vertical-align:middle;">514</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">14884</td> 
 <td style="vertical-align:middle;">10334</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">0.04</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14884</td> 
 <td style="vertical-align:middle;">0.04</td> 
 <td style="vertical-align:middle;">14884</td> 
 <td style="vertical-align:middle;">0.04</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1978</td> 
 <td style="vertical-align:middle;">174</td> 
 <td style="vertical-align:middle;">2501</td> 
 <td style="vertical-align:middle;">2239.5</td> 
 <td style="vertical-align:middle;">0.052529183</td> 
 <td style="vertical-align:middle;">0.000562559</td> 
 <td style="vertical-align:middle;">19.03703704</td> 
 <td style="vertical-align:middle;">0.010709449</td> 
 <td style="vertical-align:middle;">1777.592593</td> 
 <td style="vertical-align:middle;">93.37548638</td> 
 <td style="vertical-align:middle;">7</td> 
 <td style="vertical-align:middle;">-487</td> 
 <td style="vertical-align:middle;">-47968</td> 
 <td style="vertical-align:middle;">-47481</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2501</td> 
 <td style="vertical-align:middle;">2239.5</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1978</td> 
 <td style="vertical-align:middle;">2239.5</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1978</td> 
 <td style="vertical-align:middle;">2501</td> 
 <td style="vertical-align:middle;">2239.5</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">41646</td> 
 <td style="vertical-align:middle;">14884</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">0.04</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14884</td> 
 <td style="vertical-align:middle;">0.04</td> 
 <td style="vertical-align:middle;">14884</td> 
 <td style="vertical-align:middle;">0.04</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">7.524772497</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">5.951219512</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">6.646126367</td> 
 <td style="vertical-align:middle;">551.2592593</td> 
 <td style="vertical-align:middle;">28.95719844</td> 
 <td style="vertical-align:middle;">0.310115637</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">2.02E-05</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1.60E-05</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1.79E-05</td> 
 <td style="vertical-align:middle;">0.001481481</td> 
 <td style="vertical-align:middle;">7.78E-05</td> 
 <td style="vertical-align:middle;">8.33E-07</td> 
 <td style="vertical-align:middle;">0.132894383</td> 
 <td style="vertical-align:middle;">49450</td> 
 <td style="vertical-align:middle;">0.132894383</td> 
 <td style="vertical-align:middle;">49450</td> 
 <td style="vertical-align:middle;">0.790883647</td> 
 <td style="vertical-align:middle;">0.132894383</td> 
 <td style="vertical-align:middle;">49450</td> 
 <td style="vertical-align:middle;">0.883232864</td> 
 <td style="vertical-align:middle;">73.25925926</td> 
 <td style="vertical-align:middle;">3.848249027</td> 
 <td style="vertical-align:middle;">0.041212626</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">7.524772497</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">5.951219512</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">6.646126367</td> 
 <td style="vertical-align:middle;">551.2592593</td> 
 <td style="vertical-align:middle;">28.95719844</td> 
 <td style="vertical-align:middle;">0.310115637</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2.02E-05</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1.60E-05</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1.79E-05</td> 
 <td style="vertical-align:middle;">0.001481481</td> 
 <td style="vertical-align:middle;">7.78E-05</td> 
 <td style="vertical-align:middle;">8.33E-07</td> 
 <td style="vertical-align:middle;">0.168032787</td> 
 <td style="vertical-align:middle;">62525</td> 
 <td style="vertical-align:middle;">1.264408493</td> 
 <td style="vertical-align:middle;">0.168032787</td> 
 <td style="vertical-align:middle;">62525</td> 
 <td style="vertical-align:middle;">0.168032787</td> 
 <td style="vertical-align:middle;">62525</td> 
 <td style="vertical-align:middle;">1.116767136</td> 
 <td style="vertical-align:middle;">92.62962963</td> 
 <td style="vertical-align:middle;">4.865758755</td> 
 <td style="vertical-align:middle;">0.052109595</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">7.524772497</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">5.951219512</td> 
 <td style="vertical-align:middle;">372100</td> 
 <td style="vertical-align:middle;">6.646126367</td> 
 <td style="vertical-align:middle;">551.2592593</td> 
 <td style="vertical-align:middle;">28.95719844</td> 
 <td style="vertical-align:middle;">0.310115637</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2.02E-05</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1.60E-05</td> 
 <td style="vertical-align:middle;">2.69E-06</td> 
 <td style="vertical-align:middle;">1.79E-05</td> 
 <td style="vertical-align:middle;">0.001481481</td> 
 <td style="vertical-align:middle;">7.78E-05</td> 
 <td style="vertical-align:middle;">8.33E-07</td> 
 <td style="vertical-align:middle;">0.150463585</td> 
 <td style="vertical-align:middle;">55987.5</td> 
 <td style="vertical-align:middle;">1.132204247</td> 
 <td style="vertical-align:middle;">0.150463585</td> 
 <td style="vertical-align:middle;">55987.5</td> 
 <td style="vertical-align:middle;">0.895441823</td> 
 <td style="vertical-align:middle;">0.150463585</td> 
 <td style="vertical-align:middle;">55987.5</td> 
 <td style="vertical-align:middle;">82.94444444</td> 
 <td style="vertical-align:middle;">4.357003891</td> 
 <td style="vertical-align:middle;">0.046661111</td> 
 <td style="vertical-align:middle;">0.001814028</td> 
 <td style="vertical-align:middle;">675</td> 
 <td style="vertical-align:middle;">0.013650152</td> 
 <td style="vertical-align:middle;">0.001814028</td> 
 <td style="vertical-align:middle;">675</td> 
 <td style="vertical-align:middle;">0.010795682</td> 
 <td style="vertical-align:middle;">0.001814028</td> 
 <td style="vertical-align:middle;">675</td> 
 <td style="vertical-align:middle;">0.012056263</td> 
 <td style="vertical-align:middle;">0.034533727</td> 
 <td style="vertical-align:middle;">12850</td> 
 <td style="vertical-align:middle;">0.259858443</td> 
 <td style="vertical-align:middle;">0.034533727</td> 
 <td style="vertical-align:middle;">12850</td> 
 <td style="vertical-align:middle;">0.205517793</td> 
 <td style="vertical-align:middle;">0.034533727</td> 
 <td style="vertical-align:middle;">12850</td> 
 <td style="vertical-align:middle;">0.229515517</td> 
 <td style="vertical-align:middle;">3.224603601</td> 
 <td style="vertical-align:middle;">1199875</td> 
 <td style="vertical-align:middle;">24.26440849</td> 
 <td style="vertical-align:middle;">3.224603601</td> 
 <td style="vertical-align:middle;">1199875</td> 
 <td style="vertical-align:middle;">19.19032387</td> 
 <td style="vertical-align:middle;">3.224603601</td> 
 <td style="vertical-align:middle;">1199875</td> 
 <td style="vertical-align:middle;">21.43112302</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">12906</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">12383</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">12644.5</td> 
 <td style="vertical-align:middle;">-1977.96</td> 
 <td style="vertical-align:middle;">-14883.96</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2500.96</td> 
 <td style="vertical-align:middle;">-14883.96</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2239.46</td> 
 <td style="vertical-align:middle;">-12906</td> 
 <td style="vertical-align:middle;">1977.96</td> 
 <td style="vertical-align:middle;">-523</td> 
 <td style="vertical-align:middle;">-12906</td> 
 <td style="vertical-align:middle;">1977.96</td> 
 <td style="vertical-align:middle;">-261.5</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">12383</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">12644.5</td> 
 <td style="vertical-align:middle;">-2500.96</td> 
 <td style="vertical-align:middle;">-14883.96</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2239.46</td> 
 <td style="vertical-align:middle;">-12383</td> 
 <td style="vertical-align:middle;">2500.96</td> 
 <td style="vertical-align:middle;">261.5</td> 
 <td style="vertical-align:middle;">14883.96</td> 
 <td style="vertical-align:middle;">12644.5</td> 
 <td style="vertical-align:middle;">-2239.46</td> 
 <td style="vertical-align:middle;">-14857</td> 
 <td style="vertical-align:middle;">26.96</td> 
 <td style="vertical-align:middle;">-1951</td> 
 <td style="vertical-align:middle;">-14857</td> 
 <td style="vertical-align:middle;">26.96</td> 
 <td style="vertical-align:middle;">-2474</td> 
 <td style="vertical-align:middle;">-14857</td> 
 <td style="vertical-align:middle;">26.96</td> 
 <td style="vertical-align:middle;">-2212.5</td> 
 <td style="vertical-align:middle;">-14370</td> 
 <td style="vertical-align:middle;">513.96</td> 
 <td style="vertical-align:middle;">-1464</td> 
 <td style="vertical-align:middle;">-14370</td> 
 <td style="vertical-align:middle;">513.96</td> 
 <td style="vertical-align:middle;">-1987</td> 
 <td style="vertical-align:middle;">-14370</td> 
 <td style="vertical-align:middle;">513.96</td> 
 <td style="vertical-align:middle;">-1725.5</td> 
 <td style="vertical-align:middle;">33111</td> 
 <td style="vertical-align:middle;">47994.96</td> 
 <td style="vertical-align:middle;">46017</td> 
 <td style="vertical-align:middle;">33111</td> 
 <td style="vertical-align:middle;">47994.96</td> 
 <td style="vertical-align:middle;">45494</td> 
 <td style="vertical-align:middle;">33111</td> 
 <td style="vertical-align:middle;">47994.96</td> 
 <td style="vertical-align:middle;">45755.5</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">31484</td> 
 <td style="vertical-align:middle;">25</td> 
 <td style="vertical-align:middle;">AssociateDegree</td> 
 <td style="vertical-align:middle;">151928</td> 
 <td style="vertical-align:middle;">547</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">8458</td> 
 <td style="vertical-align:middle;">10288</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">4.04</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8458</td> 
 <td style="vertical-align:middle;">4.04</td> 
 <td style="vertical-align:middle;">8458</td> 
 <td style="vertical-align:middle;">4.04</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1429</td> 
 <td style="vertical-align:middle;">61</td> 
 <td style="vertical-align:middle;">1491</td> 
 <td style="vertical-align:middle;">1232.75</td> 
 <td style="vertical-align:middle;">0.045703839</td> 
 <td style="vertical-align:middle;">0.000164552</td> 
 <td style="vertical-align:middle;">21.88</td> 
 <td style="vertical-align:middle;">0.00360039</td> 
 <td style="vertical-align:middle;">6077.12</td> 
 <td style="vertical-align:middle;">277.7477148</td> 
 <td style="vertical-align:middle;">7</td> 
 <td style="vertical-align:middle;">-522</td> 
 <td style="vertical-align:middle;">-151903</td> 
 <td style="vertical-align:middle;">-151381</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">1491</td> 
 <td style="vertical-align:middle;">1232.75</td> 
 <td style="vertical-align:middle;">7</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">1429</td> 
 <td style="vertical-align:middle;">1232.75</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">1429</td> 
 <td style="vertical-align:middle;">1491</td> 
 <td style="vertical-align:middle;">1232.75</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">31484</td> 
 <td style="vertical-align:middle;">8458</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">4.04</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8458</td> 
 <td style="vertical-align:middle;">4.04</td> 
 <td style="vertical-align:middle;">8458</td> 
 <td style="vertical-align:middle;">4.04</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">5.918824353</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">5.672702884</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">6.861082945</td> 
 <td style="vertical-align:middle;">338.32</td> 
 <td style="vertical-align:middle;">15.46252285</td> 
 <td style="vertical-align:middle;">0.055671107</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">0.002827152</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002709591</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003277226</td> 
 <td style="vertical-align:middle;">0.1616</td> 
 <td style="vertical-align:middle;">0.00738574</td> 
 <td style="vertical-align:middle;">2.66E-05</td> 
 <td style="vertical-align:middle;">0.168952471</td> 
 <td style="vertical-align:middle;">353.7128713</td> 
 <td style="vertical-align:middle;">0.168952471</td> 
 <td style="vertical-align:middle;">353.7128713</td> 
 <td style="vertical-align:middle;">0.95841717</td> 
 <td style="vertical-align:middle;">0.168952471</td> 
 <td style="vertical-align:middle;">353.7128713</td> 
 <td style="vertical-align:middle;">1.159196917</td> 
 <td style="vertical-align:middle;">57.16</td> 
 <td style="vertical-align:middle;">2.612431444</td> 
 <td style="vertical-align:middle;">0.009405771</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">5.918824353</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">5.672702884</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">6.861082945</td> 
 <td style="vertical-align:middle;">338.32</td> 
 <td style="vertical-align:middle;">15.46252285</td> 
 <td style="vertical-align:middle;">0.055671107</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002827152</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">0.002709591</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003277226</td> 
 <td style="vertical-align:middle;">0.1616</td> 
 <td style="vertical-align:middle;">0.00738574</td> 
 <td style="vertical-align:middle;">2.66E-05</td> 
 <td style="vertical-align:middle;">0.176282809</td> 
 <td style="vertical-align:middle;">369.0594059</td> 
 <td style="vertical-align:middle;">1.043386984</td> 
 <td style="vertical-align:middle;">0.176282809</td> 
 <td style="vertical-align:middle;">369.0594059</td> 
 <td style="vertical-align:middle;">0.176282809</td> 
 <td style="vertical-align:middle;">369.0594059</td> 
 <td style="vertical-align:middle;">1.209490975</td> 
 <td style="vertical-align:middle;">59.64</td> 
 <td style="vertical-align:middle;">2.725776965</td> 
 <td style="vertical-align:middle;">0.009813859</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">5.918824353</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">5.672702884</td> 
 <td style="vertical-align:middle;">2093.564356</td> 
 <td style="vertical-align:middle;">6.861082945</td> 
 <td style="vertical-align:middle;">338.32</td> 
 <td style="vertical-align:middle;">15.46252285</td> 
 <td style="vertical-align:middle;">0.055671107</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002827152</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002709591</td> 
 <td style="vertical-align:middle;">0.000477654</td> 
 <td style="vertical-align:middle;">0.003277226</td> 
 <td style="vertical-align:middle;">0.1616</td> 
 <td style="vertical-align:middle;">0.00738574</td> 
 <td style="vertical-align:middle;">2.66E-05</td> 
 <td style="vertical-align:middle;">0.145749586</td> 
 <td style="vertical-align:middle;">305.1361386</td> 
 <td style="vertical-align:middle;">0.8626662</td> 
 <td style="vertical-align:middle;">0.145749586</td> 
 <td style="vertical-align:middle;">305.1361386</td> 
 <td style="vertical-align:middle;">0.826794098</td> 
 <td style="vertical-align:middle;">0.145749586</td> 
 <td style="vertical-align:middle;">305.1361386</td> 
 <td style="vertical-align:middle;">49.31</td> 
 <td style="vertical-align:middle;">2.253656307</td> 
 <td style="vertical-align:middle;">0.008114041</td> 
 <td style="vertical-align:middle;">0.002955782</td> 
 <td style="vertical-align:middle;">6.188118812</td> 
 <td style="vertical-align:middle;">0.017494752</td> 
 <td style="vertical-align:middle;">0.002955782</td> 
 <td style="vertical-align:middle;">6.188118812</td> 
 <td style="vertical-align:middle;">0.01676727</td> 
 <td style="vertical-align:middle;">0.002955782</td> 
 <td style="vertical-align:middle;">6.188118812</td> 
 <td style="vertical-align:middle;">0.020279862</td> 
 <td style="vertical-align:middle;">0.064672499</td> 
 <td style="vertical-align:middle;">135.3960396</td> 
 <td style="vertical-align:middle;">0.382785164</td> 
 <td style="vertical-align:middle;">0.064672499</td> 
 <td style="vertical-align:middle;">135.3960396</td> 
 <td style="vertical-align:middle;">0.366867874</td> 
 <td style="vertical-align:middle;">0.064672499</td> 
 <td style="vertical-align:middle;">135.3960396</td> 
 <td style="vertical-align:middle;">0.443723383</td> 
 <td style="vertical-align:middle;">17.96263892</td> 
 <td style="vertical-align:middle;">37605.94059</td> 
 <td style="vertical-align:middle;">106.3177047</td> 
 <td style="vertical-align:middle;">17.96263892</td> 
 <td style="vertical-align:middle;">37605.94059</td> 
 <td style="vertical-align:middle;">101.8967136</td> 
 <td style="vertical-align:middle;">17.96263892</td> 
 <td style="vertical-align:middle;">37605.94059</td> 
 <td style="vertical-align:middle;">123.2431555</td> 
 <td style="vertical-align:middle;">7</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">7029</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">6967</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">7225.25</td> 
 <td style="vertical-align:middle;">-1424.96</td> 
 <td style="vertical-align:middle;">-8453.96</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1486.96</td> 
 <td style="vertical-align:middle;">-8453.96</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1228.71</td> 
 <td style="vertical-align:middle;">-7029</td> 
 <td style="vertical-align:middle;">1424.96</td> 
 <td style="vertical-align:middle;">-62</td> 
 <td style="vertical-align:middle;">-7029</td> 
 <td style="vertical-align:middle;">1424.96</td> 
 <td style="vertical-align:middle;">196.25</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">6967</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">7225.25</td> 
 <td style="vertical-align:middle;">-1486.96</td> 
 <td style="vertical-align:middle;">-8453.96</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1228.71</td> 
 <td style="vertical-align:middle;">-6967</td> 
 <td style="vertical-align:middle;">1486.96</td> 
 <td style="vertical-align:middle;">258.25</td> 
 <td style="vertical-align:middle;">8453.96</td> 
 <td style="vertical-align:middle;">7225.25</td> 
 <td style="vertical-align:middle;">-1228.71</td> 
 <td style="vertical-align:middle;">-8433</td> 
 <td style="vertical-align:middle;">20.96</td> 
 <td style="vertical-align:middle;">-1404</td> 
 <td style="vertical-align:middle;">-8433</td> 
 <td style="vertical-align:middle;">20.96</td> 
 <td style="vertical-align:middle;">-1466</td> 
 <td style="vertical-align:middle;">-8433</td> 
 <td style="vertical-align:middle;">20.96</td> 
 <td style="vertical-align:middle;">-1207.75</td> 
 <td style="vertical-align:middle;">-7911</td> 
 <td style="vertical-align:middle;">542.96</td> 
 <td style="vertical-align:middle;">-882</td> 
 <td style="vertical-align:middle;">-7911</td> 
 <td style="vertical-align:middle;">542.96</td> 
 <td style="vertical-align:middle;">-944</td> 
 <td style="vertical-align:middle;">-7911</td> 
 <td style="vertical-align:middle;">542.96</td> 
 <td style="vertical-align:middle;">-685.75</td> 
 <td style="vertical-align:middle;">143470</td> 
 <td style="vertical-align:middle;">151923.96</td> 
 <td style="vertical-align:middle;">150499</td> 
 <td style="vertical-align:middle;">143470</td> 
 <td style="vertical-align:middle;">151923.96</td> 
 <td style="vertical-align:middle;">150437</td> 
 <td style="vertical-align:middle;">143470</td> 
 <td style="vertical-align:middle;">151923.96</td> 
 <td style="vertical-align:middle;">150695.25</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">49966</td> 
 <td style="vertical-align:middle;">32</td> 
 <td style="vertical-align:middle;">AssociateDegree</td> 
 <td style="vertical-align:middle;">164888</td> 
 <td style="vertical-align:middle;">629</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">14108</td> 
 <td style="vertical-align:middle;">10299</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">4.69</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">14108</td> 
 <td style="vertical-align:middle;">4.69</td> 
 <td style="vertical-align:middle;">14108</td> 
 <td style="vertical-align:middle;">4.69</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">119</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">0.050874404</td> 
 <td style="vertical-align:middle;">0.000194071</td> 
 <td style="vertical-align:middle;">19.65625</td> 
 <td style="vertical-align:middle;">0.003814711</td> 
 <td style="vertical-align:middle;">5152.75</td> 
 <td style="vertical-align:middle;">262.1430843</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">-597</td> 
 <td style="vertical-align:middle;">-164856</td> 
 <td style="vertical-align:middle;">-164259</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">1671</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">49966</td> 
 <td style="vertical-align:middle;">14108</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">4.69</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">14108</td> 
 <td style="vertical-align:middle;">4.69</td> 
 <td style="vertical-align:middle;">14108</td> 
 <td style="vertical-align:middle;">4.69</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">440.875</td> 
 <td style="vertical-align:middle;">22.42925278</td> 
 <td style="vertical-align:middle;">0.085561108</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.1465625</td> 
 <td style="vertical-align:middle;">0.00745628</td> 
 <td style="vertical-align:middle;">2.84E-05</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">52.21875</td> 
 <td style="vertical-align:middle;">2.656597774</td> 
 <td style="vertical-align:middle;">0.010134152</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">440.875</td> 
 <td style="vertical-align:middle;">22.42925278</td> 
 <td style="vertical-align:middle;">0.085561108</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.1465625</td> 
 <td style="vertical-align:middle;">0.00745628</td> 
 <td style="vertical-align:middle;">2.84E-05</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">52.21875</td> 
 <td style="vertical-align:middle;">2.656597774</td> 
 <td style="vertical-align:middle;">0.010134152</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">3008.102345</td> 
 <td style="vertical-align:middle;">8.442848594</td> 
 <td style="vertical-align:middle;">440.875</td> 
 <td style="vertical-align:middle;">22.42925278</td> 
 <td style="vertical-align:middle;">0.085561108</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.000332435</td> 
 <td style="vertical-align:middle;">0.002806703</td> 
 <td style="vertical-align:middle;">0.1465625</td> 
 <td style="vertical-align:middle;">0.00745628</td> 
 <td style="vertical-align:middle;">2.84E-05</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.118443436</td> 
 <td style="vertical-align:middle;">356.2899787</td> 
 <td style="vertical-align:middle;">52.21875</td> 
 <td style="vertical-align:middle;">2.656597774</td> 
 <td style="vertical-align:middle;">0.010134152</td> 
 <td style="vertical-align:middle;">0.002268217</td> 
 <td style="vertical-align:middle;">6.823027719</td> 
 <td style="vertical-align:middle;">0.019150209</td> 
 <td style="vertical-align:middle;">0.002268217</td> 
 <td style="vertical-align:middle;">6.823027719</td> 
 <td style="vertical-align:middle;">0.019150209</td> 
 <td style="vertical-align:middle;">0.002268217</td> 
 <td style="vertical-align:middle;">6.823027719</td> 
 <td style="vertical-align:middle;">0.019150209</td> 
 <td style="vertical-align:middle;">0.044584633</td> 
 <td style="vertical-align:middle;">134.1151386</td> 
 <td style="vertical-align:middle;">0.376421305</td> 
 <td style="vertical-align:middle;">0.044584633</td> 
 <td style="vertical-align:middle;">134.1151386</td> 
 <td style="vertical-align:middle;">0.376421305</td> 
 <td style="vertical-align:middle;">0.044584633</td> 
 <td style="vertical-align:middle;">134.1151386</td> 
 <td style="vertical-align:middle;">0.376421305</td> 
 <td style="vertical-align:middle;">11.68755316</td> 
 <td style="vertical-align:middle;">35157.35608</td> 
 <td style="vertical-align:middle;">98.67624177</td> 
 <td style="vertical-align:middle;">11.68755316</td> 
 <td style="vertical-align:middle;">35157.35608</td> 
 <td style="vertical-align:middle;">98.67624177</td> 
 <td style="vertical-align:middle;">11.68755316</td> 
 <td style="vertical-align:middle;">35157.35608</td> 
 <td style="vertical-align:middle;">98.67624177</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">12437</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">12437</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">12437</td> 
 <td style="vertical-align:middle;">-1666.31</td> 
 <td style="vertical-align:middle;">-14103.31</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1666.31</td> 
 <td style="vertical-align:middle;">-14103.31</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1666.31</td> 
 <td style="vertical-align:middle;">-12437</td> 
 <td style="vertical-align:middle;">1666.31</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-12437</td> 
 <td style="vertical-align:middle;">1666.31</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">12437</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">12437</td> 
 <td style="vertical-align:middle;">-1666.31</td> 
 <td style="vertical-align:middle;">-14103.31</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1666.31</td> 
 <td style="vertical-align:middle;">-12437</td> 
 <td style="vertical-align:middle;">1666.31</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">14103.31</td> 
 <td style="vertical-align:middle;">12437</td> 
 <td style="vertical-align:middle;">-1666.31</td> 
 <td style="vertical-align:middle;">-14076</td> 
 <td style="vertical-align:middle;">27.31</td> 
 <td style="vertical-align:middle;">-1639</td> 
 <td style="vertical-align:middle;">-14076</td> 
 <td style="vertical-align:middle;">27.31</td> 
 <td style="vertical-align:middle;">-1639</td> 
 <td style="vertical-align:middle;">-14076</td> 
 <td style="vertical-align:middle;">27.31</td> 
 <td style="vertical-align:middle;">-1639</td> 
 <td style="vertical-align:middle;">-13479</td> 
 <td style="vertical-align:middle;">624.31</td> 
 <td style="vertical-align:middle;">-1042</td> 
 <td style="vertical-align:middle;">-13479</td> 
 <td style="vertical-align:middle;">624.31</td> 
 <td style="vertical-align:middle;">-1042</td> 
 <td style="vertical-align:middle;">-13479</td> 
 <td style="vertical-align:middle;">624.31</td> 
 <td style="vertical-align:middle;">-1042</td> 
 <td style="vertical-align:middle;">150780</td> 
 <td style="vertical-align:middle;">164883.31</td> 
 <td style="vertical-align:middle;">163217</td> 
 <td style="vertical-align:middle;">150780</td> 
 <td style="vertical-align:middle;">164883.31</td> 
 <td style="vertical-align:middle;">163217</td> 
 <td style="vertical-align:middle;">150780</td> 
 <td style="vertical-align:middle;">164883.31</td> 
 <td style="vertical-align:middle;">163217</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">34610</td> 
 <td style="vertical-align:middle;">40</td> 
 <td style="vertical-align:middle;">BachelorDegree</td> 
 <td style="vertical-align:middle;">53512</td> 
 <td style="vertical-align:middle;">771</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">4497</td> 
 <td style="vertical-align:middle;">11322</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">2.3</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">4497</td> 
 <td style="vertical-align:middle;">2.3</td> 
 <td style="vertical-align:middle;">4497</td> 
 <td style="vertical-align:middle;">2.3</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">503</td> 
 <td style="vertical-align:middle;">97</td> 
 <td style="vertical-align:middle;">679</td> 
 <td style="vertical-align:middle;">601.6666667</td> 
 <td style="vertical-align:middle;">0.051880674</td> 
 <td style="vertical-align:middle;">0.000747496</td> 
 <td style="vertical-align:middle;">19.275</td> 
 <td style="vertical-align:middle;">0.014407983</td> 
 <td style="vertical-align:middle;">1337.8</td> 
 <td style="vertical-align:middle;">69.40596628</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">-731</td> 
 <td style="vertical-align:middle;">-53472</td> 
 <td style="vertical-align:middle;">-52741</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">679</td> 
 <td style="vertical-align:middle;">601.6666667</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">503</td> 
 <td style="vertical-align:middle;">601.6666667</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">503</td> 
 <td style="vertical-align:middle;">679</td> 
 <td style="vertical-align:middle;">601.6666667</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">34610</td> 
 <td style="vertical-align:middle;">4497</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">2.3</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">4497</td> 
 <td style="vertical-align:middle;">2.3</td> 
 <td style="vertical-align:middle;">4497</td> 
 <td style="vertical-align:middle;">2.3</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">8.940357853</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">6.622974963</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">7.474238227</td> 
 <td style="vertical-align:middle;">112.425</td> 
 <td style="vertical-align:middle;">5.832684825</td> 
 <td style="vertical-align:middle;">0.084037225</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">0.004572565</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003387334</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003822715</td> 
 <td style="vertical-align:middle;">0.0575</td> 
 <td style="vertical-align:middle;">0.002983139</td> 
 <td style="vertical-align:middle;">4.30E-05</td> 
 <td style="vertical-align:middle;">0.111852346</td> 
 <td style="vertical-align:middle;">218.6956522</td> 
 <td style="vertical-align:middle;">0.111852346</td> 
 <td style="vertical-align:middle;">218.6956522</td> 
 <td style="vertical-align:middle;">0.740795287</td> 
 <td style="vertical-align:middle;">0.111852346</td> 
 <td style="vertical-align:middle;">218.6956522</td> 
 <td style="vertical-align:middle;">0.83601108</td> 
 <td style="vertical-align:middle;">12.575</td> 
 <td style="vertical-align:middle;">0.652399481</td> 
 <td style="vertical-align:middle;">0.009399761</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">8.940357853</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">6.622974963</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">7.474238227</td> 
 <td style="vertical-align:middle;">112.425</td> 
 <td style="vertical-align:middle;">5.832684825</td> 
 <td style="vertical-align:middle;">0.084037225</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.004572565</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">0.003387334</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003822715</td> 
 <td style="vertical-align:middle;">0.0575</td> 
 <td style="vertical-align:middle;">0.002983139</td> 
 <td style="vertical-align:middle;">4.30E-05</td> 
 <td style="vertical-align:middle;">0.150989549</td> 
 <td style="vertical-align:middle;">295.2173913</td> 
 <td style="vertical-align:middle;">1.349900596</td> 
 <td style="vertical-align:middle;">0.150989549</td> 
 <td style="vertical-align:middle;">295.2173913</td> 
 <td style="vertical-align:middle;">0.150989549</td> 
 <td style="vertical-align:middle;">295.2173913</td> 
 <td style="vertical-align:middle;">1.128531856</td> 
 <td style="vertical-align:middle;">16.975</td> 
 <td style="vertical-align:middle;">0.880674449</td> 
 <td style="vertical-align:middle;">0.012688743</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">8.940357853</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">6.622974963</td> 
 <td style="vertical-align:middle;">1955.217391</td> 
 <td style="vertical-align:middle;">7.474238227</td> 
 <td style="vertical-align:middle;">112.425</td> 
 <td style="vertical-align:middle;">5.832684825</td> 
 <td style="vertical-align:middle;">0.084037225</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.004572565</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003387334</td> 
 <td style="vertical-align:middle;">0.000511452</td> 
 <td style="vertical-align:middle;">0.003822715</td> 
 <td style="vertical-align:middle;">0.0575</td> 
 <td style="vertical-align:middle;">0.002983139</td> 
 <td style="vertical-align:middle;">4.30E-05</td> 
 <td style="vertical-align:middle;">0.133792899</td> 
 <td style="vertical-align:middle;">261.5942029</td> 
 <td style="vertical-align:middle;">1.196156395</td> 
 <td style="vertical-align:middle;">0.133792899</td> 
 <td style="vertical-align:middle;">261.5942029</td> 
 <td style="vertical-align:middle;">0.88610702</td> 
 <td style="vertical-align:middle;">0.133792899</td> 
 <td style="vertical-align:middle;">261.5942029</td> 
 <td style="vertical-align:middle;">15.04166667</td> 
 <td style="vertical-align:middle;">0.780371812</td> 
 <td style="vertical-align:middle;">0.011243584</td> 
 <td style="vertical-align:middle;">0.008894819</td> 
 <td style="vertical-align:middle;">17.39130435</td> 
 <td style="vertical-align:middle;">0.079522863</td> 
 <td style="vertical-align:middle;">0.008894819</td> 
 <td style="vertical-align:middle;">17.39130435</td> 
 <td style="vertical-align:middle;">0.058910162</td> 
 <td style="vertical-align:middle;">0.008894819</td> 
 <td style="vertical-align:middle;">17.39130435</td> 
 <td style="vertical-align:middle;">0.066481994</td> 
 <td style="vertical-align:middle;">0.171447632</td> 
 <td style="vertical-align:middle;">335.2173913</td> 
 <td style="vertical-align:middle;">1.532803181</td> 
 <td style="vertical-align:middle;">0.171447632</td> 
 <td style="vertical-align:middle;">335.2173913</td> 
 <td style="vertical-align:middle;">1.135493373</td> 
 <td style="vertical-align:middle;">0.171447632</td> 
 <td style="vertical-align:middle;">335.2173913</td> 
 <td style="vertical-align:middle;">1.281440443</td> 
 <td style="vertical-align:middle;">11.89948855</td> 
 <td style="vertical-align:middle;">23266.08696</td> 
 <td style="vertical-align:middle;">106.3856859</td> 
 <td style="vertical-align:middle;">11.89948855</td> 
 <td style="vertical-align:middle;">23266.08696</td> 
 <td style="vertical-align:middle;">78.81001473</td> 
 <td style="vertical-align:middle;">11.89948855</td> 
 <td style="vertical-align:middle;">23266.08696</td> 
 <td style="vertical-align:middle;">88.93961219</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">3994</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">3818</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">3895.333333</td> 
 <td style="vertical-align:middle;">-500.7</td> 
 <td style="vertical-align:middle;">-4494.7</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-676.7</td> 
 <td style="vertical-align:middle;">-4494.7</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-599.3666667</td> 
 <td style="vertical-align:middle;">-3994</td> 
 <td style="vertical-align:middle;">500.7</td> 
 <td style="vertical-align:middle;">-176</td> 
 <td style="vertical-align:middle;">-3994</td> 
 <td style="vertical-align:middle;">500.7</td> 
 <td style="vertical-align:middle;">-98.66666667</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">3818</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">3895.333333</td> 
 <td style="vertical-align:middle;">-676.7</td> 
 <td style="vertical-align:middle;">-4494.7</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-599.3666667</td> 
 <td style="vertical-align:middle;">-3818</td> 
 <td style="vertical-align:middle;">676.7</td> 
 <td style="vertical-align:middle;">77.33333333</td> 
 <td style="vertical-align:middle;">4494.7</td> 
 <td style="vertical-align:middle;">3895.333333</td> 
 <td style="vertical-align:middle;">-599.3666667</td> 
 <td style="vertical-align:middle;">-4457</td> 
 <td style="vertical-align:middle;">37.7</td> 
 <td style="vertical-align:middle;">-463</td> 
 <td style="vertical-align:middle;">-4457</td> 
 <td style="vertical-align:middle;">37.7</td> 
 <td style="vertical-align:middle;">-639</td> 
 <td style="vertical-align:middle;">-4457</td> 
 <td style="vertical-align:middle;">37.7</td> 
 <td style="vertical-align:middle;">-561.6666667</td> 
 <td style="vertical-align:middle;">-3726</td> 
 <td style="vertical-align:middle;">768.7</td> 
 <td style="vertical-align:middle;">268</td> 
 <td style="vertical-align:middle;">-3726</td> 
 <td style="vertical-align:middle;">768.7</td> 
 <td style="vertical-align:middle;">92</td> 
 <td style="vertical-align:middle;">-3726</td> 
 <td style="vertical-align:middle;">768.7</td> 
 <td style="vertical-align:middle;">169.3333333</td> 
 <td style="vertical-align:middle;">49015</td> 
 <td style="vertical-align:middle;">53509.7</td> 
 <td style="vertical-align:middle;">53009</td> 
 <td style="vertical-align:middle;">49015</td> 
 <td style="vertical-align:middle;">53509.7</td> 
 <td style="vertical-align:middle;">52833</td> 
 <td style="vertical-align:middle;">49015</td> 
 <td style="vertical-align:middle;">53509.7</td> 
 <td style="vertical-align:middle;">52910.33333</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">49134</td> 
 <td style="vertical-align:middle;">31</td> 
 <td style="vertical-align:middle;">MasterDegree</td> 
 <td style="vertical-align:middle;">74686</td> 
 <td style="vertical-align:middle;">708</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">2101</td> 
 <td style="vertical-align:middle;">10293</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">0.95</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2101</td> 
 <td style="vertical-align:middle;">0.95</td> 
 <td style="vertical-align:middle;">2101</td> 
 <td style="vertical-align:middle;">0.95</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">396</td> 
 <td style="vertical-align:middle;">114</td> 
 <td style="vertical-align:middle;">398</td> 
 <td style="vertical-align:middle;">315.5</td> 
 <td style="vertical-align:middle;">0.043785311</td> 
 <td style="vertical-align:middle;">0.000415071</td> 
 <td style="vertical-align:middle;">22.83870968</td> 
 <td style="vertical-align:middle;">0.009479688</td> 
 <td style="vertical-align:middle;">2409.225806</td> 
 <td style="vertical-align:middle;">105.4887006</td> 
 <td style="vertical-align:middle;">11</td> 
 <td style="vertical-align:middle;">-677</td> 
 <td style="vertical-align:middle;">-74655</td> 
 <td style="vertical-align:middle;">-73978</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">398</td> 
 <td style="vertical-align:middle;">315.5</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">7</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">396</td> 
 <td style="vertical-align:middle;">315.5</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">396</td> 
 <td style="vertical-align:middle;">398</td> 
 <td style="vertical-align:middle;">315.5</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">49134</td> 
 <td style="vertical-align:middle;">2101</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">0.95</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2101</td> 
 <td style="vertical-align:middle;">0.95</td> 
 <td style="vertical-align:middle;">2101</td> 
 <td style="vertical-align:middle;">0.95</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">5.305555556</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">5.278894472</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">6.659270998</td> 
 <td style="vertical-align:middle;">67.77419355</td> 
 <td style="vertical-align:middle;">2.967514124</td> 
 <td style="vertical-align:middle;">0.028131109</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">0.00239899</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002386935</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003011094</td> 
 <td style="vertical-align:middle;">0.030645161</td> 
 <td style="vertical-align:middle;">0.001341808</td> 
 <td style="vertical-align:middle;">1.27E-05</td> 
 <td style="vertical-align:middle;">0.188481675</td> 
 <td style="vertical-align:middle;">416.8421053</td> 
 <td style="vertical-align:middle;">0.188481675</td> 
 <td style="vertical-align:middle;">416.8421053</td> 
 <td style="vertical-align:middle;">0.994974874</td> 
 <td style="vertical-align:middle;">0.188481675</td> 
 <td style="vertical-align:middle;">416.8421053</td> 
 <td style="vertical-align:middle;">1.255150555</td> 
 <td style="vertical-align:middle;">12.77419355</td> 
 <td style="vertical-align:middle;">0.559322034</td> 
 <td style="vertical-align:middle;">0.005302199</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">5.305555556</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">5.278894472</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">6.659270998</td> 
 <td style="vertical-align:middle;">67.77419355</td> 
 <td style="vertical-align:middle;">2.967514124</td> 
 <td style="vertical-align:middle;">0.028131109</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00239899</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">0.002386935</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003011094</td> 
 <td style="vertical-align:middle;">0.030645161</td> 
 <td style="vertical-align:middle;">0.001341808</td> 
 <td style="vertical-align:middle;">1.27E-05</td> 
 <td style="vertical-align:middle;">0.189433603</td> 
 <td style="vertical-align:middle;">418.9473684</td> 
 <td style="vertical-align:middle;">1.005050505</td> 
 <td style="vertical-align:middle;">0.189433603</td> 
 <td style="vertical-align:middle;">418.9473684</td> 
 <td style="vertical-align:middle;">0.189433603</td> 
 <td style="vertical-align:middle;">418.9473684</td> 
 <td style="vertical-align:middle;">1.261489699</td> 
 <td style="vertical-align:middle;">12.83870968</td> 
 <td style="vertical-align:middle;">0.562146893</td> 
 <td style="vertical-align:middle;">0.005328977</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">5.305555556</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">5.278894472</td> 
 <td style="vertical-align:middle;">2211.578947</td> 
 <td style="vertical-align:middle;">6.659270998</td> 
 <td style="vertical-align:middle;">67.77419355</td> 
 <td style="vertical-align:middle;">2.967514124</td> 
 <td style="vertical-align:middle;">0.028131109</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00239899</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002386935</td> 
 <td style="vertical-align:middle;">0.000452166</td> 
 <td style="vertical-align:middle;">0.003011094</td> 
 <td style="vertical-align:middle;">0.030645161</td> 
 <td style="vertical-align:middle;">0.001341808</td> 
 <td style="vertical-align:middle;">1.27E-05</td> 
 <td style="vertical-align:middle;">0.150166587</td> 
 <td style="vertical-align:middle;">332.1052632</td> 
 <td style="vertical-align:middle;">0.796717172</td> 
 <td style="vertical-align:middle;">0.150166587</td> 
 <td style="vertical-align:middle;">332.1052632</td> 
 <td style="vertical-align:middle;">0.792713568</td> 
 <td style="vertical-align:middle;">0.150166587</td> 
 <td style="vertical-align:middle;">332.1052632</td> 
 <td style="vertical-align:middle;">10.17741935</td> 
 <td style="vertical-align:middle;">0.445621469</td> 
 <td style="vertical-align:middle;">0.004224353</td> 
 <td style="vertical-align:middle;">0.014754879</td> 
 <td style="vertical-align:middle;">32.63157895</td> 
 <td style="vertical-align:middle;">0.078282828</td> 
 <td style="vertical-align:middle;">0.014754879</td> 
 <td style="vertical-align:middle;">32.63157895</td> 
 <td style="vertical-align:middle;">0.077889447</td> 
 <td style="vertical-align:middle;">0.014754879</td> 
 <td style="vertical-align:middle;">32.63157895</td> 
 <td style="vertical-align:middle;">0.098256735</td> 
 <td style="vertical-align:middle;">0.336982389</td> 
 <td style="vertical-align:middle;">745.2631579</td> 
 <td style="vertical-align:middle;">1.787878788</td> 
 <td style="vertical-align:middle;">0.336982389</td> 
 <td style="vertical-align:middle;">745.2631579</td> 
 <td style="vertical-align:middle;">1.778894472</td> 
 <td style="vertical-align:middle;">0.336982389</td> 
 <td style="vertical-align:middle;">745.2631579</td> 
 <td style="vertical-align:middle;">2.244057052</td> 
 <td style="vertical-align:middle;">35.54783436</td> 
 <td style="vertical-align:middle;">78616.84211</td> 
 <td style="vertical-align:middle;">188.6010101</td> 
 <td style="vertical-align:middle;">35.54783436</td> 
 <td style="vertical-align:middle;">78616.84211</td> 
 <td style="vertical-align:middle;">187.6532663</td> 
 <td style="vertical-align:middle;">35.54783436</td> 
 <td style="vertical-align:middle;">78616.84211</td> 
 <td style="vertical-align:middle;">236.7226624</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">7</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">1705</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">1703</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">1785.5</td> 
 <td style="vertical-align:middle;">-395.05</td> 
 <td style="vertical-align:middle;">-2100.05</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-397.05</td> 
 <td style="vertical-align:middle;">-2100.05</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-314.55</td> 
 <td style="vertical-align:middle;">-1705</td> 
 <td style="vertical-align:middle;">395.05</td> 
 <td style="vertical-align:middle;">-2</td> 
 <td style="vertical-align:middle;">-1705</td> 
 <td style="vertical-align:middle;">395.05</td> 
 <td style="vertical-align:middle;">80.5</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">1703</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">1785.5</td> 
 <td style="vertical-align:middle;">-397.05</td> 
 <td style="vertical-align:middle;">-2100.05</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-314.55</td> 
 <td style="vertical-align:middle;">-1703</td> 
 <td style="vertical-align:middle;">397.05</td> 
 <td style="vertical-align:middle;">82.5</td> 
 <td style="vertical-align:middle;">2100.05</td> 
 <td style="vertical-align:middle;">1785.5</td> 
 <td style="vertical-align:middle;">-314.55</td> 
 <td style="vertical-align:middle;">-2070</td> 
 <td style="vertical-align:middle;">30.05</td> 
 <td style="vertical-align:middle;">-365</td> 
 <td style="vertical-align:middle;">-2070</td> 
 <td style="vertical-align:middle;">30.05</td> 
 <td style="vertical-align:middle;">-367</td> 
 <td style="vertical-align:middle;">-2070</td> 
 <td style="vertical-align:middle;">30.05</td> 
 <td style="vertical-align:middle;">-284.5</td> 
 <td style="vertical-align:middle;">-1393</td> 
 <td style="vertical-align:middle;">707.05</td> 
 <td style="vertical-align:middle;">312</td> 
 <td style="vertical-align:middle;">-1393</td> 
 <td style="vertical-align:middle;">707.05</td> 
 <td style="vertical-align:middle;">310</td> 
 <td style="vertical-align:middle;">-1393</td> 
 <td style="vertical-align:middle;">707.05</td> 
 <td style="vertical-align:middle;">392.5</td> 
 <td style="vertical-align:middle;">72585</td> 
 <td style="vertical-align:middle;">74685.05</td> 
 <td style="vertical-align:middle;">74290</td> 
 <td style="vertical-align:middle;">72585</td> 
 <td style="vertical-align:middle;">74685.05</td> 
 <td style="vertical-align:middle;">74288</td> 
 <td style="vertical-align:middle;">72585</td> 
 <td style="vertical-align:middle;">74685.05</td> 
 <td style="vertical-align:middle;">74370.5</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">42221</td> 
 <td style="vertical-align:middle;">18</td> 
 <td style="vertical-align:middle;">AssociateDegree</td> 
 <td style="vertical-align:middle;">150127</td> 
 <td style="vertical-align:middle;">814</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">3795</td> 
 <td style="vertical-align:middle;">11465</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">2.26</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3795</td> 
 <td style="vertical-align:middle;">2.26</td> 
 <td style="vertical-align:middle;">3795</td> 
 <td style="vertical-align:middle;">2.26</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">381</td> 
 <td style="vertical-align:middle;">94</td> 
 <td style="vertical-align:middle;">712</td> 
 <td style="vertical-align:middle;">535.8571429</td> 
 <td style="vertical-align:middle;">0.022113022</td> 
 <td style="vertical-align:middle;">0.000119898</td> 
 <td style="vertical-align:middle;">45.22222222</td> 
 <td style="vertical-align:middle;">0.005422076</td> 
 <td style="vertical-align:middle;">8340.388889</td> 
 <td style="vertical-align:middle;">184.4312039</td> 
 <td style="vertical-align:middle;">11</td> 
 <td style="vertical-align:middle;">-796</td> 
 <td style="vertical-align:middle;">-150109</td> 
 <td style="vertical-align:middle;">-149313</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">712</td> 
 <td style="vertical-align:middle;">535.8571429</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">381</td> 
 <td style="vertical-align:middle;">535.8571429</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">381</td> 
 <td style="vertical-align:middle;">712</td> 
 <td style="vertical-align:middle;">535.8571429</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">42221</td> 
 <td style="vertical-align:middle;">3795</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">2.26</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3795</td> 
 <td style="vertical-align:middle;">2.26</td> 
 <td style="vertical-align:middle;">3795</td> 
 <td style="vertical-align:middle;">2.26</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">9.960629921</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">5.33005618</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">7.082111437</td> 
 <td style="vertical-align:middle;">210.8333333</td> 
 <td style="vertical-align:middle;">4.662162162</td> 
 <td style="vertical-align:middle;">0.025278597</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">0.005931759</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003174157</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.004217542</td> 
 <td style="vertical-align:middle;">0.125555556</td> 
 <td style="vertical-align:middle;">0.002776413</td> 
 <td style="vertical-align:middle;">1.51E-05</td> 
 <td style="vertical-align:middle;">0.100395257</td> 
 <td style="vertical-align:middle;">168.5840708</td> 
 <td style="vertical-align:middle;">0.100395257</td> 
 <td style="vertical-align:middle;">168.5840708</td> 
 <td style="vertical-align:middle;">0.53511236</td> 
 <td style="vertical-align:middle;">0.100395257</td> 
 <td style="vertical-align:middle;">168.5840708</td> 
 <td style="vertical-align:middle;">0.711010397</td> 
 <td style="vertical-align:middle;">21.16666667</td> 
 <td style="vertical-align:middle;">0.468058968</td> 
 <td style="vertical-align:middle;">0.002537851</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">9.960629921</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">5.33005618</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">7.082111437</td> 
 <td style="vertical-align:middle;">210.8333333</td> 
 <td style="vertical-align:middle;">4.662162162</td> 
 <td style="vertical-align:middle;">0.025278597</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.005931759</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">0.003174157</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.004217542</td> 
 <td style="vertical-align:middle;">0.125555556</td> 
 <td style="vertical-align:middle;">0.002776413</td> 
 <td style="vertical-align:middle;">1.51E-05</td> 
 <td style="vertical-align:middle;">0.187615283</td> 
 <td style="vertical-align:middle;">315.0442478</td> 
 <td style="vertical-align:middle;">1.868766404</td> 
 <td style="vertical-align:middle;">0.187615283</td> 
 <td style="vertical-align:middle;">315.0442478</td> 
 <td style="vertical-align:middle;">0.187615283</td> 
 <td style="vertical-align:middle;">315.0442478</td> 
 <td style="vertical-align:middle;">1.328712343</td> 
 <td style="vertical-align:middle;">39.55555556</td> 
 <td style="vertical-align:middle;">0.874692875</td> 
 <td style="vertical-align:middle;">0.004742651</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">9.960629921</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">5.33005618</td> 
 <td style="vertical-align:middle;">1679.20354</td> 
 <td style="vertical-align:middle;">7.082111437</td> 
 <td style="vertical-align:middle;">210.8333333</td> 
 <td style="vertical-align:middle;">4.662162162</td> 
 <td style="vertical-align:middle;">0.025278597</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.005931759</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003174157</td> 
 <td style="vertical-align:middle;">0.00059552</td> 
 <td style="vertical-align:middle;">0.004217542</td> 
 <td style="vertical-align:middle;">0.125555556</td> 
 <td style="vertical-align:middle;">0.002776413</td> 
 <td style="vertical-align:middle;">1.51E-05</td> 
 <td style="vertical-align:middle;">0.141200828</td> 
 <td style="vertical-align:middle;">237.1049305</td> 
 <td style="vertical-align:middle;">1.406449194</td> 
 <td style="vertical-align:middle;">0.141200828</td> 
 <td style="vertical-align:middle;">237.1049305</td> 
 <td style="vertical-align:middle;">0.752608347</td> 
 <td style="vertical-align:middle;">0.141200828</td> 
 <td style="vertical-align:middle;">237.1049305</td> 
 <td style="vertical-align:middle;">29.76984127</td> 
 <td style="vertical-align:middle;">0.658301158</td> 
 <td style="vertical-align:middle;">0.003569359</td> 
 <td style="vertical-align:middle;">0.004743083</td> 
 <td style="vertical-align:middle;">7.96460177</td> 
 <td style="vertical-align:middle;">0.047244094</td> 
 <td style="vertical-align:middle;">0.004743083</td> 
 <td style="vertical-align:middle;">7.96460177</td> 
 <td style="vertical-align:middle;">0.025280899</td> 
 <td style="vertical-align:middle;">0.004743083</td> 
 <td style="vertical-align:middle;">7.96460177</td> 
 <td style="vertical-align:middle;">0.033591042</td> 
 <td style="vertical-align:middle;">0.214492754</td> 
 <td style="vertical-align:middle;">360.1769912</td> 
 <td style="vertical-align:middle;">2.13648294</td> 
 <td style="vertical-align:middle;">0.214492754</td> 
 <td style="vertical-align:middle;">360.1769912</td> 
 <td style="vertical-align:middle;">1.143258427</td> 
 <td style="vertical-align:middle;">0.214492754</td> 
 <td style="vertical-align:middle;">360.1769912</td> 
 <td style="vertical-align:middle;">1.519061584</td> 
 <td style="vertical-align:middle;">39.55915679</td> 
 <td style="vertical-align:middle;">66427.87611</td> 
 <td style="vertical-align:middle;">394.0341207</td> 
 <td style="vertical-align:middle;">39.55915679</td> 
 <td style="vertical-align:middle;">66427.87611</td> 
 <td style="vertical-align:middle;">210.8525281</td> 
 <td style="vertical-align:middle;">39.55915679</td> 
 <td style="vertical-align:middle;">66427.87611</td> 
 <td style="vertical-align:middle;">280.1623567</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">11</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">3414</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">3083</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">3259.142857</td> 
 <td style="vertical-align:middle;">-378.74</td> 
 <td style="vertical-align:middle;">-3792.74</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-709.74</td> 
 <td style="vertical-align:middle;">-3792.74</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-533.5971429</td> 
 <td style="vertical-align:middle;">-3414</td> 
 <td style="vertical-align:middle;">378.74</td> 
 <td style="vertical-align:middle;">-331</td> 
 <td style="vertical-align:middle;">-3414</td> 
 <td style="vertical-align:middle;">378.74</td> 
 <td style="vertical-align:middle;">-154.8571429</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">3083</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">3259.142857</td> 
 <td style="vertical-align:middle;">-709.74</td> 
 <td style="vertical-align:middle;">-3792.74</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-533.5971429</td> 
 <td style="vertical-align:middle;">-3083</td> 
 <td style="vertical-align:middle;">709.74</td> 
 <td style="vertical-align:middle;">176.1428571</td> 
 <td style="vertical-align:middle;">3792.74</td> 
 <td style="vertical-align:middle;">3259.142857</td> 
 <td style="vertical-align:middle;">-533.5971429</td> 
 <td style="vertical-align:middle;">-3777</td> 
 <td style="vertical-align:middle;">15.74</td> 
 <td style="vertical-align:middle;">-363</td> 
 <td style="vertical-align:middle;">-3777</td> 
 <td style="vertical-align:middle;">15.74</td> 
 <td style="vertical-align:middle;">-694</td> 
 <td style="vertical-align:middle;">-3777</td> 
 <td style="vertical-align:middle;">15.74</td> 
 <td style="vertical-align:middle;">-517.8571429</td> 
 <td style="vertical-align:middle;">-2981</td> 
 <td style="vertical-align:middle;">811.74</td> 
 <td style="vertical-align:middle;">433</td> 
 <td style="vertical-align:middle;">-2981</td> 
 <td style="vertical-align:middle;">811.74</td> 
 <td style="vertical-align:middle;">102</td> 
 <td style="vertical-align:middle;">-2981</td> 
 <td style="vertical-align:middle;">811.74</td> 
 <td style="vertical-align:middle;">278.1428571</td> 
 <td style="vertical-align:middle;">146332</td> 
 <td style="vertical-align:middle;">150124.74</td> 
 <td style="vertical-align:middle;">149746</td> 
 <td style="vertical-align:middle;">146332</td> 
 <td style="vertical-align:middle;">150124.74</td> 
 <td style="vertical-align:middle;">149415</td> 
 <td style="vertical-align:middle;">146332</td> 
 <td style="vertical-align:middle;">150124.74</td> 
 <td style="vertical-align:middle;">149591.1429</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">48531</td> 
 <td style="vertical-align:middle;">45</td> 
 <td style="vertical-align:middle;">MasterDegree</td> 
 <td style="vertical-align:middle;">106017</td> 
 <td style="vertical-align:middle;">658</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">1430</td> 
 <td style="vertical-align:middle;">11232</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">6.81</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1430</td> 
 <td style="vertical-align:middle;">6.81</td> 
 <td style="vertical-align:middle;">1430</td> 
 <td style="vertical-align:middle;">6.81</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">258</td> 
 <td style="vertical-align:middle;">110</td> 
 <td style="vertical-align:middle;">266</td> 
 <td style="vertical-align:middle;">216.3333333</td> 
 <td style="vertical-align:middle;">0.068389058</td> 
 <td style="vertical-align:middle;">0.00042446</td> 
 <td style="vertical-align:middle;">14.62222222</td> 
 <td style="vertical-align:middle;">0.006206552</td> 
 <td style="vertical-align:middle;">2355.933333</td> 
 <td style="vertical-align:middle;">161.1200608</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">-613</td> 
 <td style="vertical-align:middle;">-105972</td> 
 <td style="vertical-align:middle;">-105359</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">266</td> 
 <td style="vertical-align:middle;">216.3333333</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">11</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">258</td> 
 <td style="vertical-align:middle;">216.3333333</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">258</td> 
 <td style="vertical-align:middle;">266</td> 
 <td style="vertical-align:middle;">216.3333333</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">48531</td> 
 <td style="vertical-align:middle;">1430</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">6.81</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1430</td> 
 <td style="vertical-align:middle;">6.81</td> 
 <td style="vertical-align:middle;">1430</td> 
 <td style="vertical-align:middle;">6.81</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">5.542635659</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">5.37593985</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">6.610169492</td> 
 <td style="vertical-align:middle;">31.77777778</td> 
 <td style="vertical-align:middle;">2.17325228</td> 
 <td style="vertical-align:middle;">0.013488403</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">0.026395349</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.025601504</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.031479199</td> 
 <td style="vertical-align:middle;">0.151333333</td> 
 <td style="vertical-align:middle;">0.010349544</td> 
 <td style="vertical-align:middle;">6.42E-05</td> 
 <td style="vertical-align:middle;">0.18041958</td> 
 <td style="vertical-align:middle;">37.88546256</td> 
 <td style="vertical-align:middle;">0.18041958</td> 
 <td style="vertical-align:middle;">37.88546256</td> 
 <td style="vertical-align:middle;">0.969924812</td> 
 <td style="vertical-align:middle;">0.18041958</td> 
 <td style="vertical-align:middle;">37.88546256</td> 
 <td style="vertical-align:middle;">1.192604006</td> 
 <td style="vertical-align:middle;">5.733333333</td> 
 <td style="vertical-align:middle;">0.392097264</td> 
 <td style="vertical-align:middle;">0.002433572</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">5.542635659</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">5.37593985</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">6.610169492</td> 
 <td style="vertical-align:middle;">31.77777778</td> 
 <td style="vertical-align:middle;">2.17325228</td> 
 <td style="vertical-align:middle;">0.013488403</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.026395349</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">0.025601504</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.031479199</td> 
 <td style="vertical-align:middle;">0.151333333</td> 
 <td style="vertical-align:middle;">0.010349544</td> 
 <td style="vertical-align:middle;">6.42E-05</td> 
 <td style="vertical-align:middle;">0.186013986</td> 
 <td style="vertical-align:middle;">39.06020558</td> 
 <td style="vertical-align:middle;">1.031007752</td> 
 <td style="vertical-align:middle;">0.186013986</td> 
 <td style="vertical-align:middle;">39.06020558</td> 
 <td style="vertical-align:middle;">0.186013986</td> 
 <td style="vertical-align:middle;">39.06020558</td> 
 <td style="vertical-align:middle;">1.229583975</td> 
 <td style="vertical-align:middle;">5.911111111</td> 
 <td style="vertical-align:middle;">0.404255319</td> 
 <td style="vertical-align:middle;">0.002509032</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">5.542635659</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">5.37593985</td> 
 <td style="vertical-align:middle;">209.9853157</td> 
 <td style="vertical-align:middle;">6.610169492</td> 
 <td style="vertical-align:middle;">31.77777778</td> 
 <td style="vertical-align:middle;">2.17325228</td> 
 <td style="vertical-align:middle;">0.013488403</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.026395349</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.025601504</td> 
 <td style="vertical-align:middle;">0.004762238</td> 
 <td style="vertical-align:middle;">0.031479199</td> 
 <td style="vertical-align:middle;">0.151333333</td> 
 <td style="vertical-align:middle;">0.010349544</td> 
 <td style="vertical-align:middle;">6.42E-05</td> 
 <td style="vertical-align:middle;">0.151282051</td> 
 <td style="vertical-align:middle;">31.7670093</td> 
 <td style="vertical-align:middle;">0.838501292</td> 
 <td style="vertical-align:middle;">0.151282051</td> 
 <td style="vertical-align:middle;">31.7670093</td> 
 <td style="vertical-align:middle;">0.813283208</td> 
 <td style="vertical-align:middle;">0.151282051</td> 
 <td style="vertical-align:middle;">31.7670093</td> 
 <td style="vertical-align:middle;">4.807407407</td> 
 <td style="vertical-align:middle;">0.328774063</td> 
 <td style="vertical-align:middle;">0.002040553</td> 
 <td style="vertical-align:middle;">0.031468531</td> 
 <td style="vertical-align:middle;">6.607929515</td> 
 <td style="vertical-align:middle;">0.174418605</td> 
 <td style="vertical-align:middle;">0.031468531</td> 
 <td style="vertical-align:middle;">6.607929515</td> 
 <td style="vertical-align:middle;">0.169172932</td> 
 <td style="vertical-align:middle;">0.031468531</td> 
 <td style="vertical-align:middle;">6.607929515</td> 
 <td style="vertical-align:middle;">0.208012327</td> 
 <td style="vertical-align:middle;">0.46013986</td> 
 <td style="vertical-align:middle;">96.6226138</td> 
 <td style="vertical-align:middle;">2.550387597</td> 
 <td style="vertical-align:middle;">0.46013986</td> 
 <td style="vertical-align:middle;">96.6226138</td> 
 <td style="vertical-align:middle;">2.473684211</td> 
 <td style="vertical-align:middle;">0.46013986</td> 
 <td style="vertical-align:middle;">96.6226138</td> 
 <td style="vertical-align:middle;">3.041602465</td> 
 <td style="vertical-align:middle;">74.13776224</td> 
 <td style="vertical-align:middle;">15567.84141</td> 
 <td style="vertical-align:middle;">410.9186047</td> 
 <td style="vertical-align:middle;">74.13776224</td> 
 <td style="vertical-align:middle;">15567.84141</td> 
 <td style="vertical-align:middle;">398.5601504</td> 
 <td style="vertical-align:middle;">74.13776224</td> 
 <td style="vertical-align:middle;">15567.84141</td> 
 <td style="vertical-align:middle;">490.0631741</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">11</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">1172</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">1164</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">1213.666667</td> 
 <td style="vertical-align:middle;">-251.19</td> 
 <td style="vertical-align:middle;">-1423.19</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-259.19</td> 
 <td style="vertical-align:middle;">-1423.19</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-209.5233333</td> 
 <td style="vertical-align:middle;">-1172</td> 
 <td style="vertical-align:middle;">251.19</td> 
 <td style="vertical-align:middle;">-8</td> 
 <td style="vertical-align:middle;">-1172</td> 
 <td style="vertical-align:middle;">251.19</td> 
 <td style="vertical-align:middle;">41.66666667</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">1164</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">1213.666667</td> 
 <td style="vertical-align:middle;">-259.19</td> 
 <td style="vertical-align:middle;">-1423.19</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-209.5233333</td> 
 <td style="vertical-align:middle;">-1164</td> 
 <td style="vertical-align:middle;">259.19</td> 
 <td style="vertical-align:middle;">49.66666667</td> 
 <td style="vertical-align:middle;">1423.19</td> 
 <td style="vertical-align:middle;">1213.666667</td> 
 <td style="vertical-align:middle;">-209.5233333</td> 
 <td style="vertical-align:middle;">-1385</td> 
 <td style="vertical-align:middle;">38.19</td> 
 <td style="vertical-align:middle;">-213</td> 
 <td style="vertical-align:middle;">-1385</td> 
 <td style="vertical-align:middle;">38.19</td> 
 <td style="vertical-align:middle;">-221</td> 
 <td style="vertical-align:middle;">-1385</td> 
 <td style="vertical-align:middle;">38.19</td> 
 <td style="vertical-align:middle;">-171.3333333</td> 
 <td style="vertical-align:middle;">-772</td> 
 <td style="vertical-align:middle;">651.19</td> 
 <td style="vertical-align:middle;">400</td> 
 <td style="vertical-align:middle;">-772</td> 
 <td style="vertical-align:middle;">651.19</td> 
 <td style="vertical-align:middle;">392</td> 
 <td style="vertical-align:middle;">-772</td> 
 <td style="vertical-align:middle;">651.19</td> 
 <td style="vertical-align:middle;">441.6666667</td> 
 <td style="vertical-align:middle;">104587</td> 
 <td style="vertical-align:middle;">106010.19</td> 
 <td style="vertical-align:middle;">105759</td> 
 <td style="vertical-align:middle;">104587</td> 
 <td style="vertical-align:middle;">106010.19</td> 
 <td style="vertical-align:middle;">105751</td> 
 <td style="vertical-align:middle;">104587</td> 
 <td style="vertical-align:middle;">106010.19</td> 
 <td style="vertical-align:middle;">105800.6667</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">30036</td> 
 <td style="vertical-align:middle;">39</td> 
 <td style="vertical-align:middle;">MasterDegree</td> 
 <td style="vertical-align:middle;">217948</td> 
 <td style="vertical-align:middle;">842</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">13279</td> 
 <td style="vertical-align:middle;">11264</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">2.2</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">13279</td> 
 <td style="vertical-align:middle;">2.2</td> 
 <td style="vertical-align:middle;">13279</td> 
 <td style="vertical-align:middle;">2.2</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">2452</td> 
 <td style="vertical-align:middle;">154</td> 
 <td style="vertical-align:middle;">2452</td> 
 <td style="vertical-align:middle;">1814.833333</td> 
 <td style="vertical-align:middle;">0.04631829</td> 
 <td style="vertical-align:middle;">0.000178942</td> 
 <td style="vertical-align:middle;">21.58974359</td> 
 <td style="vertical-align:middle;">0.003863307</td> 
 <td style="vertical-align:middle;">5588.410256</td> 
 <td style="vertical-align:middle;">258.8456057</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">-803</td> 
 <td style="vertical-align:middle;">-217909</td> 
 <td style="vertical-align:middle;">-217106</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2452</td> 
 <td style="vertical-align:middle;">1814.833333</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">2452</td> 
 <td style="vertical-align:middle;">1814.833333</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">2452</td> 
 <td style="vertical-align:middle;">2452</td> 
 <td style="vertical-align:middle;">1814.833333</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">30036</td> 
 <td style="vertical-align:middle;">13279</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">2.2</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">13279</td> 
 <td style="vertical-align:middle;">2.2</td> 
 <td style="vertical-align:middle;">13279</td> 
 <td style="vertical-align:middle;">2.2</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">5.415579119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">5.415579119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">7.316925337</td> 
 <td style="vertical-align:middle;">340.4871795</td> 
 <td style="vertical-align:middle;">15.77078385</td> 
 <td style="vertical-align:middle;">0.060927377</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">0.000897227</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000897227</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001212233</td> 
 <td style="vertical-align:middle;">0.056410256</td> 
 <td style="vertical-align:middle;">0.002612827</td> 
 <td style="vertical-align:middle;">1.01E-05</td> 
 <td style="vertical-align:middle;">0.184652459</td> 
 <td style="vertical-align:middle;">1114.545455</td> 
 <td style="vertical-align:middle;">0.184652459</td> 
 <td style="vertical-align:middle;">1114.545455</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.184652459</td> 
 <td style="vertical-align:middle;">1114.545455</td> 
 <td style="vertical-align:middle;">1.351088254</td> 
 <td style="vertical-align:middle;">62.87179487</td> 
 <td style="vertical-align:middle;">2.912114014</td> 
 <td style="vertical-align:middle;">0.01125039</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">5.415579119</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">5.415579119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">7.316925337</td> 
 <td style="vertical-align:middle;">340.4871795</td> 
 <td style="vertical-align:middle;">15.77078385</td> 
 <td style="vertical-align:middle;">0.060927377</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000897227</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">0.000897227</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001212233</td> 
 <td style="vertical-align:middle;">0.056410256</td> 
 <td style="vertical-align:middle;">0.002612827</td> 
 <td style="vertical-align:middle;">1.01E-05</td> 
 <td style="vertical-align:middle;">0.184652459</td> 
 <td style="vertical-align:middle;">1114.545455</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.184652459</td> 
 <td style="vertical-align:middle;">1114.545455</td> 
 <td style="vertical-align:middle;">0.184652459</td> 
 <td style="vertical-align:middle;">1114.545455</td> 
 <td style="vertical-align:middle;">1.351088254</td> 
 <td style="vertical-align:middle;">62.87179487</td> 
 <td style="vertical-align:middle;">2.912114014</td> 
 <td style="vertical-align:middle;">0.01125039</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">5.415579119</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">5.415579119</td> 
 <td style="vertical-align:middle;">6035.909091</td> 
 <td style="vertical-align:middle;">7.316925337</td> 
 <td style="vertical-align:middle;">340.4871795</td> 
 <td style="vertical-align:middle;">15.77078385</td> 
 <td style="vertical-align:middle;">0.060927377</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000897227</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000897227</td> 
 <td style="vertical-align:middle;">0.000165675</td> 
 <td style="vertical-align:middle;">0.001212233</td> 
 <td style="vertical-align:middle;">0.056410256</td> 
 <td style="vertical-align:middle;">0.002612827</td> 
 <td style="vertical-align:middle;">1.01E-05</td> 
 <td style="vertical-align:middle;">0.136669428</td> 
 <td style="vertical-align:middle;">824.9242424</td> 
 <td style="vertical-align:middle;">0.7401441</td> 
 <td style="vertical-align:middle;">0.136669428</td> 
 <td style="vertical-align:middle;">824.9242424</td> 
 <td style="vertical-align:middle;">0.7401441</td> 
 <td style="vertical-align:middle;">0.136669428</td> 
 <td style="vertical-align:middle;">824.9242424</td> 
 <td style="vertical-align:middle;">46.53418803</td> 
 <td style="vertical-align:middle;">2.155384006</td> 
 <td style="vertical-align:middle;">0.00832691</td> 
 <td style="vertical-align:middle;">0.002936968</td> 
 <td style="vertical-align:middle;">17.72727273</td> 
 <td style="vertical-align:middle;">0.015905383</td> 
 <td style="vertical-align:middle;">0.002936968</td> 
 <td style="vertical-align:middle;">17.72727273</td> 
 <td style="vertical-align:middle;">0.015905383</td> 
 <td style="vertical-align:middle;">0.002936968</td> 
 <td style="vertical-align:middle;">17.72727273</td> 
 <td style="vertical-align:middle;">0.021489577</td> 
 <td style="vertical-align:middle;">0.063408389</td> 
 <td style="vertical-align:middle;">382.7272727</td> 
 <td style="vertical-align:middle;">0.343393148</td> 
 <td style="vertical-align:middle;">0.063408389</td> 
 <td style="vertical-align:middle;">382.7272727</td> 
 <td style="vertical-align:middle;">0.343393148</td> 
 <td style="vertical-align:middle;">0.063408389</td> 
 <td style="vertical-align:middle;">382.7272727</td> 
 <td style="vertical-align:middle;">0.463954449</td> 
 <td style="vertical-align:middle;">16.41298291</td> 
 <td style="vertical-align:middle;">99067.27273</td> 
 <td style="vertical-align:middle;">88.8858075</td> 
 <td style="vertical-align:middle;">16.41298291</td> 
 <td style="vertical-align:middle;">99067.27273</td> 
 <td style="vertical-align:middle;">88.8858075</td> 
 <td style="vertical-align:middle;">16.41298291</td> 
 <td style="vertical-align:middle;">99067.27273</td> 
 <td style="vertical-align:middle;">120.0925705</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">10827</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">10827</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">11464.16667</td> 
 <td style="vertical-align:middle;">-2449.8</td> 
 <td style="vertical-align:middle;">-13276.8</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2449.8</td> 
 <td style="vertical-align:middle;">-13276.8</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1812.633333</td> 
 <td style="vertical-align:middle;">-10827</td> 
 <td style="vertical-align:middle;">2449.8</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-10827</td> 
 <td style="vertical-align:middle;">2449.8</td> 
 <td style="vertical-align:middle;">637.1666667</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">10827</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">11464.16667</td> 
 <td style="vertical-align:middle;">-2449.8</td> 
 <td style="vertical-align:middle;">-13276.8</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1812.633333</td> 
 <td style="vertical-align:middle;">-10827</td> 
 <td style="vertical-align:middle;">2449.8</td> 
 <td style="vertical-align:middle;">637.1666667</td> 
 <td style="vertical-align:middle;">13276.8</td> 
 <td style="vertical-align:middle;">11464.16667</td> 
 <td style="vertical-align:middle;">-1812.633333</td> 
 <td style="vertical-align:middle;">-13240</td> 
 <td style="vertical-align:middle;">36.8</td> 
 <td style="vertical-align:middle;">-2413</td> 
 <td style="vertical-align:middle;">-13240</td> 
 <td style="vertical-align:middle;">36.8</td> 
 <td style="vertical-align:middle;">-2413</td> 
 <td style="vertical-align:middle;">-13240</td> 
 <td style="vertical-align:middle;">36.8</td> 
 <td style="vertical-align:middle;">-1775.833333</td> 
 <td style="vertical-align:middle;">-12437</td> 
 <td style="vertical-align:middle;">839.8</td> 
 <td style="vertical-align:middle;">-1610</td> 
 <td style="vertical-align:middle;">-12437</td> 
 <td style="vertical-align:middle;">839.8</td> 
 <td style="vertical-align:middle;">-1610</td> 
 <td style="vertical-align:middle;">-12437</td> 
 <td style="vertical-align:middle;">839.8</td> 
 <td style="vertical-align:middle;">-972.8333333</td> 
 <td style="vertical-align:middle;">204669</td> 
 <td style="vertical-align:middle;">217945.8</td> 
 <td style="vertical-align:middle;">215496</td> 
 <td style="vertical-align:middle;">204669</td> 
 <td style="vertical-align:middle;">217945.8</td> 
 <td style="vertical-align:middle;">215496</td> 
 <td style="vertical-align:middle;">204669</td> 
 <td style="vertical-align:middle;">217945.8</td> 
 <td style="vertical-align:middle;">216133.1667</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">39851</td> 
 <td style="vertical-align:middle;">21</td> 
 <td style="vertical-align:middle;">AssociateDegree</td> 
 <td style="vertical-align:middle;">157615</td> 
 <td style="vertical-align:middle;">649</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">9646</td> 
 <td style="vertical-align:middle;">10759</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">2.41</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9646</td> 
 <td style="vertical-align:middle;">2.41</td> 
 <td style="vertical-align:middle;">9646</td> 
 <td style="vertical-align:middle;">2.41</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">995</td> 
 <td style="vertical-align:middle;">162</td> 
 <td style="vertical-align:middle;">1746</td> 
 <td style="vertical-align:middle;">1391.625</td> 
 <td style="vertical-align:middle;">0.032357473</td> 
 <td style="vertical-align:middle;">0.000133236</td> 
 <td style="vertical-align:middle;">30.9047619</td> 
 <td style="vertical-align:middle;">0.004117628</td> 
 <td style="vertical-align:middle;">7505.47619</td> 
 <td style="vertical-align:middle;">242.8582435</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">-628</td> 
 <td style="vertical-align:middle;">-157594</td> 
 <td style="vertical-align:middle;">-156966</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">1746</td> 
 <td style="vertical-align:middle;">1391.625</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">995</td> 
 <td style="vertical-align:middle;">1391.625</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">995</td> 
 <td style="vertical-align:middle;">1746</td> 
 <td style="vertical-align:middle;">1391.625</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">39851</td> 
 <td style="vertical-align:middle;">9646</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">2.41</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9646</td> 
 <td style="vertical-align:middle;">2.41</td> 
 <td style="vertical-align:middle;">9646</td> 
 <td style="vertical-align:middle;">2.41</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">9.694472362</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">5.524627721</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">6.931465014</td> 
 <td style="vertical-align:middle;">459.3333333</td> 
 <td style="vertical-align:middle;">14.86286595</td> 
 <td style="vertical-align:middle;">0.061199759</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">0.002422111</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001380298</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001731788</td> 
 <td style="vertical-align:middle;">0.114761905</td> 
 <td style="vertical-align:middle;">0.003713405</td> 
 <td style="vertical-align:middle;">1.53E-05</td> 
 <td style="vertical-align:middle;">0.103151565</td> 
 <td style="vertical-align:middle;">412.8630705</td> 
 <td style="vertical-align:middle;">0.103151565</td> 
 <td style="vertical-align:middle;">412.8630705</td> 
 <td style="vertical-align:middle;">0.569873998</td> 
 <td style="vertical-align:middle;">0.103151565</td> 
 <td style="vertical-align:middle;">412.8630705</td> 
 <td style="vertical-align:middle;">0.714991467</td> 
 <td style="vertical-align:middle;">47.38095238</td> 
 <td style="vertical-align:middle;">1.533127889</td> 
 <td style="vertical-align:middle;">0.006312851</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">9.694472362</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">5.524627721</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">6.931465014</td> 
 <td style="vertical-align:middle;">459.3333333</td> 
 <td style="vertical-align:middle;">14.86286595</td> 
 <td style="vertical-align:middle;">0.061199759</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002422111</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">0.001380298</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001731788</td> 
 <td style="vertical-align:middle;">0.114761905</td> 
 <td style="vertical-align:middle;">0.003713405</td> 
 <td style="vertical-align:middle;">1.53E-05</td> 
 <td style="vertical-align:middle;">0.181007672</td> 
 <td style="vertical-align:middle;">724.4813278</td> 
 <td style="vertical-align:middle;">1.754773869</td> 
 <td style="vertical-align:middle;">0.181007672</td> 
 <td style="vertical-align:middle;">724.4813278</td> 
 <td style="vertical-align:middle;">0.181007672</td> 
 <td style="vertical-align:middle;">724.4813278</td> 
 <td style="vertical-align:middle;">1.254648343</td> 
 <td style="vertical-align:middle;">83.14285714</td> 
 <td style="vertical-align:middle;">2.690292758</td> 
 <td style="vertical-align:middle;">0.011077626</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">9.694472362</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">5.524627721</td> 
 <td style="vertical-align:middle;">4002.489627</td> 
 <td style="vertical-align:middle;">6.931465014</td> 
 <td style="vertical-align:middle;">459.3333333</td> 
 <td style="vertical-align:middle;">14.86286595</td> 
 <td style="vertical-align:middle;">0.061199759</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002422111</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001380298</td> 
 <td style="vertical-align:middle;">0.000249844</td> 
 <td style="vertical-align:middle;">0.001731788</td> 
 <td style="vertical-align:middle;">0.114761905</td> 
 <td style="vertical-align:middle;">0.003713405</td> 
 <td style="vertical-align:middle;">1.53E-05</td> 
 <td style="vertical-align:middle;">0.144269645</td> 
 <td style="vertical-align:middle;">577.4377593</td> 
 <td style="vertical-align:middle;">1.39861809</td> 
 <td style="vertical-align:middle;">0.144269645</td> 
 <td style="vertical-align:middle;">577.4377593</td> 
 <td style="vertical-align:middle;">0.797036082</td> 
 <td style="vertical-align:middle;">0.144269645</td> 
 <td style="vertical-align:middle;">577.4377593</td> 
 <td style="vertical-align:middle;">66.26785714</td> 
 <td style="vertical-align:middle;">2.144260401</td> 
 <td style="vertical-align:middle;">0.008829268</td> 
 <td style="vertical-align:middle;">0.002177068</td> 
 <td style="vertical-align:middle;">8.713692946</td> 
 <td style="vertical-align:middle;">0.021105528</td> 
 <td style="vertical-align:middle;">0.002177068</td> 
 <td style="vertical-align:middle;">8.713692946</td> 
 <td style="vertical-align:middle;">0.012027491</td> 
 <td style="vertical-align:middle;">0.002177068</td> 
 <td style="vertical-align:middle;">8.713692946</td> 
 <td style="vertical-align:middle;">0.015090272</td> 
 <td style="vertical-align:middle;">0.067281775</td> 
 <td style="vertical-align:middle;">269.2946058</td> 
 <td style="vertical-align:middle;">0.652261307</td> 
 <td style="vertical-align:middle;">0.067281775</td> 
 <td style="vertical-align:middle;">269.2946058</td> 
 <td style="vertical-align:middle;">0.371706758</td> 
 <td style="vertical-align:middle;">0.067281775</td> 
 <td style="vertical-align:middle;">269.2946058</td> 
 <td style="vertical-align:middle;">0.466361268</td> 
 <td style="vertical-align:middle;">16.33993365</td> 
 <td style="vertical-align:middle;">65400.41494</td> 
 <td style="vertical-align:middle;">158.4070352</td> 
 <td style="vertical-align:middle;">16.33993365</td> 
 <td style="vertical-align:middle;">65400.41494</td> 
 <td style="vertical-align:middle;">90.2720504</td> 
 <td style="vertical-align:middle;">16.33993365</td> 
 <td style="vertical-align:middle;">65400.41494</td> 
 <td style="vertical-align:middle;">113.2596784</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">8651</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">7900</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">8254.375</td> 
 <td style="vertical-align:middle;">-992.59</td> 
 <td style="vertical-align:middle;">-9643.59</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1743.59</td> 
 <td style="vertical-align:middle;">-9643.59</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1389.215</td> 
 <td style="vertical-align:middle;">-8651</td> 
 <td style="vertical-align:middle;">992.59</td> 
 <td style="vertical-align:middle;">-751</td> 
 <td style="vertical-align:middle;">-8651</td> 
 <td style="vertical-align:middle;">992.59</td> 
 <td style="vertical-align:middle;">-396.625</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">7900</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">8254.375</td> 
 <td style="vertical-align:middle;">-1743.59</td> 
 <td style="vertical-align:middle;">-9643.59</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1389.215</td> 
 <td style="vertical-align:middle;">-7900</td> 
 <td style="vertical-align:middle;">1743.59</td> 
 <td style="vertical-align:middle;">354.375</td> 
 <td style="vertical-align:middle;">9643.59</td> 
 <td style="vertical-align:middle;">8254.375</td> 
 <td style="vertical-align:middle;">-1389.215</td> 
 <td style="vertical-align:middle;">-9625</td> 
 <td style="vertical-align:middle;">18.59</td> 
 <td style="vertical-align:middle;">-974</td> 
 <td style="vertical-align:middle;">-9625</td> 
 <td style="vertical-align:middle;">18.59</td> 
 <td style="vertical-align:middle;">-1725</td> 
 <td style="vertical-align:middle;">-9625</td> 
 <td style="vertical-align:middle;">18.59</td> 
 <td style="vertical-align:middle;">-1370.625</td> 
 <td style="vertical-align:middle;">-8997</td> 
 <td style="vertical-align:middle;">646.59</td> 
 <td style="vertical-align:middle;">-346</td> 
 <td style="vertical-align:middle;">-8997</td> 
 <td style="vertical-align:middle;">646.59</td> 
 <td style="vertical-align:middle;">-1097</td> 
 <td style="vertical-align:middle;">-8997</td> 
 <td style="vertical-align:middle;">646.59</td> 
 <td style="vertical-align:middle;">-742.625</td> 
 <td style="vertical-align:middle;">147969</td> 
 <td style="vertical-align:middle;">157612.59</td> 
 <td style="vertical-align:middle;">156620</td> 
 <td style="vertical-align:middle;">147969</td> 
 <td style="vertical-align:middle;">157612.59</td> 
 <td style="vertical-align:middle;">155869</td> 
 <td style="vertical-align:middle;">147969</td> 
 <td style="vertical-align:middle;">157612.59</td> 
 <td style="vertical-align:middle;">156223.375</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">27521</td> 
 <td style="vertical-align:middle;">25</td> 
 <td style="vertical-align:middle;">MasterDegree</td> 
 <td style="vertical-align:middle;">40205</td> 
 <td style="vertical-align:middle;">503</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">8494</td> 
 <td style="vertical-align:middle;">11082</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">0.54</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8494</td> 
 <td style="vertical-align:middle;">0.54</td> 
 <td style="vertical-align:middle;">8494</td> 
 <td style="vertical-align:middle;">0.54</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1061</td> 
 <td style="vertical-align:middle;">167</td> 
 <td style="vertical-align:middle;">1311</td> 
 <td style="vertical-align:middle;">1110.4</td> 
 <td style="vertical-align:middle;">0.049701789</td> 
 <td style="vertical-align:middle;">0.000621813</td> 
 <td style="vertical-align:middle;">20.12</td> 
 <td style="vertical-align:middle;">0.012510882</td> 
 <td style="vertical-align:middle;">1608.2</td> 
 <td style="vertical-align:middle;">79.9304175</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">-478</td> 
 <td style="vertical-align:middle;">-40180</td> 
 <td style="vertical-align:middle;">-39702</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">1311</td> 
 <td style="vertical-align:middle;">1110.4</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">1061</td> 
 <td style="vertical-align:middle;">1110.4</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">1061</td> 
 <td style="vertical-align:middle;">1311</td> 
 <td style="vertical-align:middle;">1110.4</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">27521</td> 
 <td style="vertical-align:middle;">8494</td> 
 <td style="vertical-align:middle;">other</td> 
 <td style="vertical-align:middle;">0.54</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8494</td> 
 <td style="vertical-align:middle;">0.54</td> 
 <td style="vertical-align:middle;">8494</td> 
 <td style="vertical-align:middle;">0.54</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">8.005655042</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">6.479023646</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">7.649495677</td> 
 <td style="vertical-align:middle;">339.76</td> 
 <td style="vertical-align:middle;">16.88667992</td> 
 <td style="vertical-align:middle;">0.211267255</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">0.000508954</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000411899</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000486311</td> 
 <td style="vertical-align:middle;">0.0216</td> 
 <td style="vertical-align:middle;">0.001073559</td> 
 <td style="vertical-align:middle;">1.34E-05</td> 
 <td style="vertical-align:middle;">0.124911702</td> 
 <td style="vertical-align:middle;">1964.814815</td> 
 <td style="vertical-align:middle;">0.124911702</td> 
 <td style="vertical-align:middle;">1964.814815</td> 
 <td style="vertical-align:middle;">0.809305873</td> 
 <td style="vertical-align:middle;">0.124911702</td> 
 <td style="vertical-align:middle;">1964.814815</td> 
 <td style="vertical-align:middle;">0.955511527</td> 
 <td style="vertical-align:middle;">42.44</td> 
 <td style="vertical-align:middle;">2.109343936</td> 
 <td style="vertical-align:middle;">0.026389753</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">8.005655042</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">6.479023646</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">7.649495677</td> 
 <td style="vertical-align:middle;">339.76</td> 
 <td style="vertical-align:middle;">16.88667992</td> 
 <td style="vertical-align:middle;">0.211267255</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000508954</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">0.000411899</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000486311</td> 
 <td style="vertical-align:middle;">0.0216</td> 
 <td style="vertical-align:middle;">0.001073559</td> 
 <td style="vertical-align:middle;">1.34E-05</td> 
 <td style="vertical-align:middle;">0.154344243</td> 
 <td style="vertical-align:middle;">2427.777778</td> 
 <td style="vertical-align:middle;">1.235626767</td> 
 <td style="vertical-align:middle;">0.154344243</td> 
 <td style="vertical-align:middle;">2427.777778</td> 
 <td style="vertical-align:middle;">0.154344243</td> 
 <td style="vertical-align:middle;">2427.777778</td> 
 <td style="vertical-align:middle;">1.18065562</td> 
 <td style="vertical-align:middle;">52.44</td> 
 <td style="vertical-align:middle;">2.606361829</td> 
 <td style="vertical-align:middle;">0.032607885</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">8.005655042</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">6.479023646</td> 
 <td style="vertical-align:middle;">15729.62963</td> 
 <td style="vertical-align:middle;">7.649495677</td> 
 <td style="vertical-align:middle;">339.76</td> 
 <td style="vertical-align:middle;">16.88667992</td> 
 <td style="vertical-align:middle;">0.211267255</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000508954</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000411899</td> 
 <td style="vertical-align:middle;">6.36E-05</td> 
 <td style="vertical-align:middle;">0.000486311</td> 
 <td style="vertical-align:middle;">0.0216</td> 
 <td style="vertical-align:middle;">0.001073559</td> 
 <td style="vertical-align:middle;">1.34E-05</td> 
 <td style="vertical-align:middle;">0.130727572</td> 
 <td style="vertical-align:middle;">2056.296296</td> 
 <td style="vertical-align:middle;">1.046559849</td> 
 <td style="vertical-align:middle;">0.130727572</td> 
 <td style="vertical-align:middle;">2056.296296</td> 
 <td style="vertical-align:middle;">0.846987033</td> 
 <td style="vertical-align:middle;">0.130727572</td> 
 <td style="vertical-align:middle;">2056.296296</td> 
 <td style="vertical-align:middle;">44.416</td> 
 <td style="vertical-align:middle;">2.207554672</td> 
 <td style="vertical-align:middle;">0.027618455</td> 
 <td style="vertical-align:middle;">0.002943254</td> 
 <td style="vertical-align:middle;">46.2962963</td> 
 <td style="vertical-align:middle;">0.023562677</td> 
 <td style="vertical-align:middle;">0.002943254</td> 
 <td style="vertical-align:middle;">46.2962963</td> 
 <td style="vertical-align:middle;">0.019069413</td> 
 <td style="vertical-align:middle;">0.002943254</td> 
 <td style="vertical-align:middle;">46.2962963</td> 
 <td style="vertical-align:middle;">0.022514409</td> 
 <td style="vertical-align:middle;">0.059218272</td> 
 <td style="vertical-align:middle;">931.4814815</td> 
 <td style="vertical-align:middle;">0.474081056</td> 
 <td style="vertical-align:middle;">0.059218272</td> 
 <td style="vertical-align:middle;">931.4814815</td> 
 <td style="vertical-align:middle;">0.383676583</td> 
 <td style="vertical-align:middle;">0.059218272</td> 
 <td style="vertical-align:middle;">931.4814815</td> 
 <td style="vertical-align:middle;">0.452989914</td> 
 <td style="vertical-align:middle;">4.733341182</td> 
 <td style="vertical-align:middle;">74453.7037</td> 
 <td style="vertical-align:middle;">37.8934967</td> 
 <td style="vertical-align:middle;">4.733341182</td> 
 <td style="vertical-align:middle;">74453.7037</td> 
 <td style="vertical-align:middle;">30.66742944</td> 
 <td style="vertical-align:middle;">4.733341182</td> 
 <td style="vertical-align:middle;">74453.7037</td> 
 <td style="vertical-align:middle;">36.20767291</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">4</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">7433</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">7183</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">7383.6</td> 
 <td style="vertical-align:middle;">-1060.46</td> 
 <td style="vertical-align:middle;">-8493.46</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1310.46</td> 
 <td style="vertical-align:middle;">-8493.46</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1109.86</td> 
 <td style="vertical-align:middle;">-7433</td> 
 <td style="vertical-align:middle;">1060.46</td> 
 <td style="vertical-align:middle;">-250</td> 
 <td style="vertical-align:middle;">-7433</td> 
 <td style="vertical-align:middle;">1060.46</td> 
 <td style="vertical-align:middle;">-49.4</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">7183</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">7383.6</td> 
 <td style="vertical-align:middle;">-1310.46</td> 
 <td style="vertical-align:middle;">-8493.46</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1109.86</td> 
 <td style="vertical-align:middle;">-7183</td> 
 <td style="vertical-align:middle;">1310.46</td> 
 <td style="vertical-align:middle;">200.6</td> 
 <td style="vertical-align:middle;">8493.46</td> 
 <td style="vertical-align:middle;">7383.6</td> 
 <td style="vertical-align:middle;">-1109.86</td> 
 <td style="vertical-align:middle;">-8469</td> 
 <td style="vertical-align:middle;">24.46</td> 
 <td style="vertical-align:middle;">-1036</td> 
 <td style="vertical-align:middle;">-8469</td> 
 <td style="vertical-align:middle;">24.46</td> 
 <td style="vertical-align:middle;">-1286</td> 
 <td style="vertical-align:middle;">-8469</td> 
 <td style="vertical-align:middle;">24.46</td> 
 <td style="vertical-align:middle;">-1085.4</td> 
 <td style="vertical-align:middle;">-7991</td> 
 <td style="vertical-align:middle;">502.46</td> 
 <td style="vertical-align:middle;">-558</td> 
 <td style="vertical-align:middle;">-7991</td> 
 <td style="vertical-align:middle;">502.46</td> 
 <td style="vertical-align:middle;">-808</td> 
 <td style="vertical-align:middle;">-7991</td> 
 <td style="vertical-align:middle;">502.46</td> 
 <td style="vertical-align:middle;">-607.4</td> 
 <td style="vertical-align:middle;">31711</td> 
 <td style="vertical-align:middle;">40204.46</td> 
 <td style="vertical-align:middle;">39144</td> 
 <td style="vertical-align:middle;">31711</td> 
 <td style="vertical-align:middle;">40204.46</td> 
 <td style="vertical-align:middle;">38894</td> 
 <td style="vertical-align:middle;">31711</td> 
 <td style="vertical-align:middle;">40204.46</td> 
 <td style="vertical-align:middle;">39094.6</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">46602</td> 
 <td style="vertical-align:middle;">24</td> 
 <td style="vertical-align:middle;">DoctorDegree</td> 
 <td style="vertical-align:middle;">176949</td> 
 <td style="vertical-align:middle;">583</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">9547</td> 
 <td style="vertical-align:middle;">10612</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">4.03</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9547</td> 
 <td style="vertical-align:middle;">4.03</td> 
 <td style="vertical-align:middle;">9547</td> 
 <td style="vertical-align:middle;">4.03</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1078</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">1895</td> 
 <td style="vertical-align:middle;">1319.714286</td> 
 <td style="vertical-align:middle;">0.041166381</td> 
 <td style="vertical-align:middle;">0.000135632</td> 
 <td style="vertical-align:middle;">24.29166667</td> 
 <td style="vertical-align:middle;">0.003294735</td> 
 <td style="vertical-align:middle;">7372.875</td> 
 <td style="vertical-align:middle;">303.5145798</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">-559</td> 
 <td style="vertical-align:middle;">-176925</td> 
 <td style="vertical-align:middle;">-176366</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">1895</td> 
 <td style="vertical-align:middle;">1319.714286</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">1078</td> 
 <td style="vertical-align:middle;">1319.714286</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">1078</td> 
 <td style="vertical-align:middle;">1895</td> 
 <td style="vertical-align:middle;">1319.714286</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">46602</td> 
 <td style="vertical-align:middle;">9547</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">4.03</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">9547</td> 
 <td style="vertical-align:middle;">4.03</td> 
 <td style="vertical-align:middle;">9547</td> 
 <td style="vertical-align:middle;">4.03</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">8.856215213</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">5.037994723</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">7.234141589</td> 
 <td style="vertical-align:middle;">397.7916667</td> 
 <td style="vertical-align:middle;">16.37564322</td> 
 <td style="vertical-align:middle;">0.053953399</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">0.003738404</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002126649</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003053691</td> 
 <td style="vertical-align:middle;">0.167916667</td> 
 <td style="vertical-align:middle;">0.006912521</td> 
 <td style="vertical-align:middle;">2.28E-05</td> 
 <td style="vertical-align:middle;">0.112915052</td> 
 <td style="vertical-align:middle;">267.4937965</td> 
 <td style="vertical-align:middle;">0.112915052</td> 
 <td style="vertical-align:middle;">267.4937965</td> 
 <td style="vertical-align:middle;">0.568865435</td> 
 <td style="vertical-align:middle;">0.112915052</td> 
 <td style="vertical-align:middle;">267.4937965</td> 
 <td style="vertical-align:middle;">0.816843473</td> 
 <td style="vertical-align:middle;">44.91666667</td> 
 <td style="vertical-align:middle;">1.849056604</td> 
 <td style="vertical-align:middle;">0.006092151</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">8.856215213</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">5.037994723</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">7.234141589</td> 
 <td style="vertical-align:middle;">397.7916667</td> 
 <td style="vertical-align:middle;">16.37564322</td> 
 <td style="vertical-align:middle;">0.053953399</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003738404</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">0.002126649</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003053691</td> 
 <td style="vertical-align:middle;">0.167916667</td> 
 <td style="vertical-align:middle;">0.006912521</td> 
 <td style="vertical-align:middle;">2.28E-05</td> 
 <td style="vertical-align:middle;">0.198491673</td> 
 <td style="vertical-align:middle;">470.2233251</td> 
 <td style="vertical-align:middle;">1.757884972</td> 
 <td style="vertical-align:middle;">0.198491673</td> 
 <td style="vertical-align:middle;">470.2233251</td> 
 <td style="vertical-align:middle;">0.198491673</td> 
 <td style="vertical-align:middle;">470.2233251</td> 
 <td style="vertical-align:middle;">1.435916865</td> 
 <td style="vertical-align:middle;">78.95833333</td> 
 <td style="vertical-align:middle;">3.250428816</td> 
 <td style="vertical-align:middle;">0.0107093</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">8.856215213</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">5.037994723</td> 
 <td style="vertical-align:middle;">2368.98263</td> 
 <td style="vertical-align:middle;">7.234141589</td> 
 <td style="vertical-align:middle;">397.7916667</td> 
 <td style="vertical-align:middle;">16.37564322</td> 
 <td style="vertical-align:middle;">0.053953399</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003738404</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.002126649</td> 
 <td style="vertical-align:middle;">0.000422122</td> 
 <td style="vertical-align:middle;">0.003053691</td> 
 <td style="vertical-align:middle;">0.167916667</td> 
 <td style="vertical-align:middle;">0.006912521</td> 
 <td style="vertical-align:middle;">2.28E-05</td> 
 <td style="vertical-align:middle;">0.138233402</td> 
 <td style="vertical-align:middle;">327.4725275</td> 
 <td style="vertical-align:middle;">1.224224755</td> 
 <td style="vertical-align:middle;">0.138233402</td> 
 <td style="vertical-align:middle;">327.4725275</td> 
 <td style="vertical-align:middle;">0.696419148</td> 
 <td style="vertical-align:middle;">0.138233402</td> 
 <td style="vertical-align:middle;">327.4725275</td> 
 <td style="vertical-align:middle;">54.98809524</td> 
 <td style="vertical-align:middle;">2.263660867</td> 
 <td style="vertical-align:middle;">0.007458162</td> 
 <td style="vertical-align:middle;">0.002513879</td> 
 <td style="vertical-align:middle;">5.955334988</td> 
 <td style="vertical-align:middle;">0.022263451</td> 
 <td style="vertical-align:middle;">0.002513879</td> 
 <td style="vertical-align:middle;">5.955334988</td> 
 <td style="vertical-align:middle;">0.012664908</td> 
 <td style="vertical-align:middle;">0.002513879</td> 
 <td style="vertical-align:middle;">5.955334988</td> 
 <td style="vertical-align:middle;">0.018185754</td> 
 <td style="vertical-align:middle;">0.061066304</td> 
 <td style="vertical-align:middle;">144.6650124</td> 
 <td style="vertical-align:middle;">0.540816327</td> 
 <td style="vertical-align:middle;">0.061066304</td> 
 <td style="vertical-align:middle;">144.6650124</td> 
 <td style="vertical-align:middle;">0.307651715</td> 
 <td style="vertical-align:middle;">0.061066304</td> 
 <td style="vertical-align:middle;">144.6650124</td> 
 <td style="vertical-align:middle;">0.441762286</td> 
 <td style="vertical-align:middle;">18.53451346</td> 
 <td style="vertical-align:middle;">43907.94045</td> 
 <td style="vertical-align:middle;">164.1456401</td> 
 <td style="vertical-align:middle;">18.53451346</td> 
 <td style="vertical-align:middle;">43907.94045</td> 
 <td style="vertical-align:middle;">93.376781</td> 
 <td style="vertical-align:middle;">18.53451346</td> 
 <td style="vertical-align:middle;">43907.94045</td> 
 <td style="vertical-align:middle;">134.0812947</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">8469</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">7652</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">8227.285714</td> 
 <td style="vertical-align:middle;">-1073.97</td> 
 <td style="vertical-align:middle;">-9542.97</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1890.97</td> 
 <td style="vertical-align:middle;">-9542.97</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1315.684286</td> 
 <td style="vertical-align:middle;">-8469</td> 
 <td style="vertical-align:middle;">1073.97</td> 
 <td style="vertical-align:middle;">-817</td> 
 <td style="vertical-align:middle;">-8469</td> 
 <td style="vertical-align:middle;">1073.97</td> 
 <td style="vertical-align:middle;">-241.7142857</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">7652</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">8227.285714</td> 
 <td style="vertical-align:middle;">-1890.97</td> 
 <td style="vertical-align:middle;">-9542.97</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1315.684286</td> 
 <td style="vertical-align:middle;">-7652</td> 
 <td style="vertical-align:middle;">1890.97</td> 
 <td style="vertical-align:middle;">575.2857143</td> 
 <td style="vertical-align:middle;">9542.97</td> 
 <td style="vertical-align:middle;">8227.285714</td> 
 <td style="vertical-align:middle;">-1315.684286</td> 
 <td style="vertical-align:middle;">-9523</td> 
 <td style="vertical-align:middle;">19.97</td> 
 <td style="vertical-align:middle;">-1054</td> 
 <td style="vertical-align:middle;">-9523</td> 
 <td style="vertical-align:middle;">19.97</td> 
 <td style="vertical-align:middle;">-1871</td> 
 <td style="vertical-align:middle;">-9523</td> 
 <td style="vertical-align:middle;">19.97</td> 
 <td style="vertical-align:middle;">-1295.714286</td> 
 <td style="vertical-align:middle;">-8964</td> 
 <td style="vertical-align:middle;">578.97</td> 
 <td style="vertical-align:middle;">-495</td> 
 <td style="vertical-align:middle;">-8964</td> 
 <td style="vertical-align:middle;">578.97</td> 
 <td style="vertical-align:middle;">-1312</td> 
 <td style="vertical-align:middle;">-8964</td> 
 <td style="vertical-align:middle;">578.97</td> 
 <td style="vertical-align:middle;">-736.7142857</td> 
 <td style="vertical-align:middle;">167402</td> 
 <td style="vertical-align:middle;">176944.97</td> 
 <td style="vertical-align:middle;">175871</td> 
 <td style="vertical-align:middle;">167402</td> 
 <td style="vertical-align:middle;">176944.97</td> 
 <td style="vertical-align:middle;">175054</td> 
 <td style="vertical-align:middle;">167402</td> 
 <td style="vertical-align:middle;">176944.97</td> 
 <td style="vertical-align:middle;">175629.2857</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2019</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">42766</td> 
 <td style="vertical-align:middle;">19</td> 
 <td style="vertical-align:middle;">AssociateDegree</td> 
 <td style="vertical-align:middle;">173466</td> 
 <td style="vertical-align:middle;">790</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">7131</td> 
 <td style="vertical-align:middle;">11776</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">1.17</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7131</td> 
 <td style="vertical-align:middle;">1.17</td> 
 <td style="vertical-align:middle;">7131</td> 
 <td style="vertical-align:middle;">1.17</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1015</td> 
 <td style="vertical-align:middle;">82</td> 
 <td style="vertical-align:middle;">1199</td> 
 <td style="vertical-align:middle;">1092.444444</td> 
 <td style="vertical-align:middle;">0.024050633</td> 
 <td style="vertical-align:middle;">0.000109532</td> 
 <td style="vertical-align:middle;">41.57894737</td> 
 <td style="vertical-align:middle;">0.004554207</td> 
 <td style="vertical-align:middle;">9129.789474</td> 
 <td style="vertical-align:middle;">219.5772152</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">-771</td> 
 <td style="vertical-align:middle;">-173447</td> 
 <td style="vertical-align:middle;">-172676</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">1199</td> 
 <td style="vertical-align:middle;">1092.444444</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">1015</td> 
 <td style="vertical-align:middle;">1092.444444</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">1015</td> 
 <td style="vertical-align:middle;">1199</td> 
 <td style="vertical-align:middle;">1092.444444</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">42766</td> 
 <td style="vertical-align:middle;">7131</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">1.17</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7131</td> 
 <td style="vertical-align:middle;">1.17</td> 
 <td style="vertical-align:middle;">7131</td> 
 <td style="vertical-align:middle;">1.17</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">7.025615764</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">5.947456214</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">6.527563059</td> 
 <td style="vertical-align:middle;">375.3157895</td> 
 <td style="vertical-align:middle;">9.026582278</td> 
 <td style="vertical-align:middle;">0.04110892</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">0.001152709</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000975813</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001070993</td> 
 <td style="vertical-align:middle;">0.061578947</td> 
 <td style="vertical-align:middle;">0.001481013</td> 
 <td style="vertical-align:middle;">6.74E-06</td> 
 <td style="vertical-align:middle;">0.142336278</td> 
 <td style="vertical-align:middle;">867.5213675</td> 
 <td style="vertical-align:middle;">0.142336278</td> 
 <td style="vertical-align:middle;">867.5213675</td> 
 <td style="vertical-align:middle;">0.846538782</td> 
 <td style="vertical-align:middle;">0.142336278</td> 
 <td style="vertical-align:middle;">867.5213675</td> 
 <td style="vertical-align:middle;">0.929109032</td> 
 <td style="vertical-align:middle;">53.42105263</td> 
 <td style="vertical-align:middle;">1.284810127</td> 
 <td style="vertical-align:middle;">0.005851291</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">7.025615764</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">5.947456214</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">6.527563059</td> 
 <td style="vertical-align:middle;">375.3157895</td> 
 <td style="vertical-align:middle;">9.026582278</td> 
 <td style="vertical-align:middle;">0.04110892</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001152709</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">0.000975813</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001070993</td> 
 <td style="vertical-align:middle;">0.061578947</td> 
 <td style="vertical-align:middle;">0.001481013</td> 
 <td style="vertical-align:middle;">6.74E-06</td> 
 <td style="vertical-align:middle;">0.168139111</td> 
 <td style="vertical-align:middle;">1024.786325</td> 
 <td style="vertical-align:middle;">1.181280788</td> 
 <td style="vertical-align:middle;">0.168139111</td> 
 <td style="vertical-align:middle;">1024.786325</td> 
 <td style="vertical-align:middle;">0.168139111</td> 
 <td style="vertical-align:middle;">1024.786325</td> 
 <td style="vertical-align:middle;">1.097538649</td> 
 <td style="vertical-align:middle;">63.10526316</td> 
 <td style="vertical-align:middle;">1.517721519</td> 
 <td style="vertical-align:middle;">0.006912017</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">7.025615764</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">5.947456214</td> 
 <td style="vertical-align:middle;">6094.871795</td> 
 <td style="vertical-align:middle;">6.527563059</td> 
 <td style="vertical-align:middle;">375.3157895</td> 
 <td style="vertical-align:middle;">9.026582278</td> 
 <td style="vertical-align:middle;">0.04110892</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001152709</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000975813</td> 
 <td style="vertical-align:middle;">0.000164072</td> 
 <td style="vertical-align:middle;">0.001070993</td> 
 <td style="vertical-align:middle;">0.061578947</td> 
 <td style="vertical-align:middle;">0.001481013</td> 
 <td style="vertical-align:middle;">6.74E-06</td> 
 <td style="vertical-align:middle;">0.153196528</td> 
 <td style="vertical-align:middle;">933.7132004</td> 
 <td style="vertical-align:middle;">1.076299945</td> 
 <td style="vertical-align:middle;">0.153196528</td> 
 <td style="vertical-align:middle;">933.7132004</td> 
 <td style="vertical-align:middle;">0.911129645</td> 
 <td style="vertical-align:middle;">0.153196528</td> 
 <td style="vertical-align:middle;">933.7132004</td> 
 <td style="vertical-align:middle;">57.49707602</td> 
 <td style="vertical-align:middle;">1.382841069</td> 
 <td style="vertical-align:middle;">0.006297744</td> 
 <td style="vertical-align:middle;">0.002664423</td> 
 <td style="vertical-align:middle;">16.23931624</td> 
 <td style="vertical-align:middle;">0.018719212</td> 
 <td style="vertical-align:middle;">0.002664423</td> 
 <td style="vertical-align:middle;">16.23931624</td> 
 <td style="vertical-align:middle;">0.015846539</td> 
 <td style="vertical-align:middle;">0.002664423</td> 
 <td style="vertical-align:middle;">16.23931624</td> 
 <td style="vertical-align:middle;">0.017392189</td> 
 <td style="vertical-align:middle;">0.110783901</td> 
 <td style="vertical-align:middle;">675.2136752</td> 
 <td style="vertical-align:middle;">0.778325123</td> 
 <td style="vertical-align:middle;">0.110783901</td> 
 <td style="vertical-align:middle;">675.2136752</td> 
 <td style="vertical-align:middle;">0.658882402</td> 
 <td style="vertical-align:middle;">0.110783901</td> 
 <td style="vertical-align:middle;">675.2136752</td> 
 <td style="vertical-align:middle;">0.723148902</td> 
 <td style="vertical-align:middle;">24.32562053</td> 
 <td style="vertical-align:middle;">148261.5385</td> 
 <td style="vertical-align:middle;">170.9024631</td> 
 <td style="vertical-align:middle;">24.32562053</td> 
 <td style="vertical-align:middle;">148261.5385</td> 
 <td style="vertical-align:middle;">144.675563</td> 
 <td style="vertical-align:middle;">24.32562053</td> 
 <td style="vertical-align:middle;">148261.5385</td> 
 <td style="vertical-align:middle;">158.787022</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">6116</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">5932</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">6038.555556</td> 
 <td style="vertical-align:middle;">-1013.83</td> 
 <td style="vertical-align:middle;">-7129.83</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1197.83</td> 
 <td style="vertical-align:middle;">-7129.83</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1091.274444</td> 
 <td style="vertical-align:middle;">-6116</td> 
 <td style="vertical-align:middle;">1013.83</td> 
 <td style="vertical-align:middle;">-184</td> 
 <td style="vertical-align:middle;">-6116</td> 
 <td style="vertical-align:middle;">1013.83</td> 
 <td style="vertical-align:middle;">-77.44444444</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">5932</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">6038.555556</td> 
 <td style="vertical-align:middle;">-1197.83</td> 
 <td style="vertical-align:middle;">-7129.83</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1091.274444</td> 
 <td style="vertical-align:middle;">-5932</td> 
 <td style="vertical-align:middle;">1197.83</td> 
 <td style="vertical-align:middle;">106.5555556</td> 
 <td style="vertical-align:middle;">7129.83</td> 
 <td style="vertical-align:middle;">6038.555556</td> 
 <td style="vertical-align:middle;">-1091.274444</td> 
 <td style="vertical-align:middle;">-7112</td> 
 <td style="vertical-align:middle;">17.83</td> 
 <td style="vertical-align:middle;">-996</td> 
 <td style="vertical-align:middle;">-7112</td> 
 <td style="vertical-align:middle;">17.83</td> 
 <td style="vertical-align:middle;">-1180</td> 
 <td style="vertical-align:middle;">-7112</td> 
 <td style="vertical-align:middle;">17.83</td> 
 <td style="vertical-align:middle;">-1073.444444</td> 
 <td style="vertical-align:middle;">-6341</td> 
 <td style="vertical-align:middle;">788.83</td> 
 <td style="vertical-align:middle;">-225</td> 
 <td style="vertical-align:middle;">-6341</td> 
 <td style="vertical-align:middle;">788.83</td> 
 <td style="vertical-align:middle;">-409</td> 
 <td style="vertical-align:middle;">-6341</td> 
 <td style="vertical-align:middle;">788.83</td> 
 <td style="vertical-align:middle;">-302.4444444</td> 
 <td style="vertical-align:middle;">166335</td> 
 <td style="vertical-align:middle;">173464.83</td> 
 <td style="vertical-align:middle;">172451</td> 
 <td style="vertical-align:middle;">166335</td> 
 <td style="vertical-align:middle;">173464.83</td> 
 <td style="vertical-align:middle;">172267</td> 
 <td style="vertical-align:middle;">166335</td> 
 <td style="vertical-align:middle;">173464.83</td> 
 <td style="vertical-align:middle;">172373.5556</td> 
 <td style="vertical-align:middle;">2021</td> 
 <td style="vertical-align:middle;">2019</td> 
 <td style="vertical-align:middle;">2019</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">31648</td> 
 <td style="vertical-align:middle;">47</td> 
 <td style="vertical-align:middle;">DoctorDegree</td> 
 <td style="vertical-align:middle;">54228</td> 
 <td style="vertical-align:middle;">635</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">10130</td> 
 <td style="vertical-align:middle;">11861</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">5.81</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">10130</td> 
 <td style="vertical-align:middle;">5.81</td> 
 <td style="vertical-align:middle;">10130</td> 
 <td style="vertical-align:middle;">5.81</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1878</td> 
 <td style="vertical-align:middle;">64</td> 
 <td style="vertical-align:middle;">1878</td> 
 <td style="vertical-align:middle;">1365.666667</td> 
 <td style="vertical-align:middle;">0.074015748</td> 
 <td style="vertical-align:middle;">0.000866711</td> 
 <td style="vertical-align:middle;">13.5106383</td> 
 <td style="vertical-align:middle;">0.011709818</td> 
 <td style="vertical-align:middle;">1153.787234</td> 
 <td style="vertical-align:middle;">85.3984252</td> 
 <td style="vertical-align:middle;">3</td> 
 <td style="vertical-align:middle;">-588</td> 
 <td style="vertical-align:middle;">-54181</td> 
 <td style="vertical-align:middle;">-53593</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">1878</td> 
 <td style="vertical-align:middle;">1365.666667</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">1878</td> 
 <td style="vertical-align:middle;">1365.666667</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">1878</td> 
 <td style="vertical-align:middle;">1878</td> 
 <td style="vertical-align:middle;">1365.666667</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">31648</td> 
 <td style="vertical-align:middle;">10130</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">5.81</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">10130</td> 
 <td style="vertical-align:middle;">5.81</td> 
 <td style="vertical-align:middle;">10130</td> 
 <td style="vertical-align:middle;">5.81</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">5.394036209</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">5.394036209</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">7.417622651</td> 
 <td style="vertical-align:middle;">215.5319149</td> 
 <td style="vertical-align:middle;">15.95275591</td> 
 <td style="vertical-align:middle;">0.186803865</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">0.003093717</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003093717</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.004254332</td> 
 <td style="vertical-align:middle;">0.123617021</td> 
 <td style="vertical-align:middle;">0.009149606</td> 
 <td style="vertical-align:middle;">0.00010714</td> 
 <td style="vertical-align:middle;">0.185389931</td> 
 <td style="vertical-align:middle;">323.2358003</td> 
 <td style="vertical-align:middle;">0.185389931</td> 
 <td style="vertical-align:middle;">323.2358003</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.185389931</td> 
 <td style="vertical-align:middle;">323.2358003</td> 
 <td style="vertical-align:middle;">1.375152551</td> 
 <td style="vertical-align:middle;">39.95744681</td> 
 <td style="vertical-align:middle;">2.957480315</td> 
 <td style="vertical-align:middle;">0.034631556</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">5.394036209</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">5.394036209</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">7.417622651</td> 
 <td style="vertical-align:middle;">215.5319149</td> 
 <td style="vertical-align:middle;">15.95275591</td> 
 <td style="vertical-align:middle;">0.186803865</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003093717</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">0.003093717</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.004254332</td> 
 <td style="vertical-align:middle;">0.123617021</td> 
 <td style="vertical-align:middle;">0.009149606</td> 
 <td style="vertical-align:middle;">0.00010714</td> 
 <td style="vertical-align:middle;">0.185389931</td> 
 <td style="vertical-align:middle;">323.2358003</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.185389931</td> 
 <td style="vertical-align:middle;">323.2358003</td> 
 <td style="vertical-align:middle;">0.185389931</td> 
 <td style="vertical-align:middle;">323.2358003</td> 
 <td style="vertical-align:middle;">1.375152551</td> 
 <td style="vertical-align:middle;">39.95744681</td> 
 <td style="vertical-align:middle;">2.957480315</td> 
 <td style="vertical-align:middle;">0.034631556</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">5.394036209</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">5.394036209</td> 
 <td style="vertical-align:middle;">1743.545611</td> 
 <td style="vertical-align:middle;">7.417622651</td> 
 <td style="vertical-align:middle;">215.5319149</td> 
 <td style="vertical-align:middle;">15.95275591</td> 
 <td style="vertical-align:middle;">0.186803865</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003093717</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.003093717</td> 
 <td style="vertical-align:middle;">0.000573544</td> 
 <td style="vertical-align:middle;">0.004254332</td> 
 <td style="vertical-align:middle;">0.123617021</td> 
 <td style="vertical-align:middle;">0.009149606</td> 
 <td style="vertical-align:middle;">0.00010714</td> 
 <td style="vertical-align:middle;">0.134814084</td> 
 <td style="vertical-align:middle;">235.0545037</td> 
 <td style="vertical-align:middle;">0.727192048</td> 
 <td style="vertical-align:middle;">0.134814084</td> 
 <td style="vertical-align:middle;">235.0545037</td> 
 <td style="vertical-align:middle;">0.727192048</td> 
 <td style="vertical-align:middle;">0.134814084</td> 
 <td style="vertical-align:middle;">235.0545037</td> 
 <td style="vertical-align:middle;">29.05673759</td> 
 <td style="vertical-align:middle;">2.150656168</td> 
 <td style="vertical-align:middle;">0.025183792</td> 
 <td style="vertical-align:middle;">0.004639684</td> 
 <td style="vertical-align:middle;">8.089500861</td> 
 <td style="vertical-align:middle;">0.025026624</td> 
 <td style="vertical-align:middle;">0.004639684</td> 
 <td style="vertical-align:middle;">8.089500861</td> 
 <td style="vertical-align:middle;">0.025026624</td> 
 <td style="vertical-align:middle;">0.004639684</td> 
 <td style="vertical-align:middle;">8.089500861</td> 
 <td style="vertical-align:middle;">0.034415426</td> 
 <td style="vertical-align:middle;">0.062685094</td> 
 <td style="vertical-align:middle;">109.2943201</td> 
 <td style="vertical-align:middle;">0.338125666</td> 
 <td style="vertical-align:middle;">0.062685094</td> 
 <td style="vertical-align:middle;">109.2943201</td> 
 <td style="vertical-align:middle;">0.338125666</td> 
 <td style="vertical-align:middle;">0.062685094</td> 
 <td style="vertical-align:middle;">109.2943201</td> 
 <td style="vertical-align:middle;">0.464974371</td> 
 <td style="vertical-align:middle;">5.353208292</td> 
 <td style="vertical-align:middle;">9333.562823</td> 
 <td style="vertical-align:middle;">28.87539936</td> 
 <td style="vertical-align:middle;">5.353208292</td> 
 <td style="vertical-align:middle;">9333.562823</td> 
 <td style="vertical-align:middle;">28.87539936</td> 
 <td style="vertical-align:middle;">5.353208292</td> 
 <td style="vertical-align:middle;">9333.562823</td> 
 <td style="vertical-align:middle;">39.70807908</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">8252</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">8252</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">8764.333333</td> 
 <td style="vertical-align:middle;">-1872.19</td> 
 <td style="vertical-align:middle;">-10124.19</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1872.19</td> 
 <td style="vertical-align:middle;">-10124.19</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1359.856667</td> 
 <td style="vertical-align:middle;">-8252</td> 
 <td style="vertical-align:middle;">1872.19</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-8252</td> 
 <td style="vertical-align:middle;">1872.19</td> 
 <td style="vertical-align:middle;">512.3333333</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">8252</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">8764.333333</td> 
 <td style="vertical-align:middle;">-1872.19</td> 
 <td style="vertical-align:middle;">-10124.19</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1359.856667</td> 
 <td style="vertical-align:middle;">-8252</td> 
 <td style="vertical-align:middle;">1872.19</td> 
 <td style="vertical-align:middle;">512.3333333</td> 
 <td style="vertical-align:middle;">10124.19</td> 
 <td style="vertical-align:middle;">8764.333333</td> 
 <td style="vertical-align:middle;">-1359.856667</td> 
 <td style="vertical-align:middle;">-10083</td> 
 <td style="vertical-align:middle;">41.19</td> 
 <td style="vertical-align:middle;">-1831</td> 
 <td style="vertical-align:middle;">-10083</td> 
 <td style="vertical-align:middle;">41.19</td> 
 <td style="vertical-align:middle;">-1831</td> 
 <td style="vertical-align:middle;">-10083</td> 
 <td style="vertical-align:middle;">41.19</td> 
 <td style="vertical-align:middle;">-1318.666667</td> 
 <td style="vertical-align:middle;">-9495</td> 
 <td style="vertical-align:middle;">629.19</td> 
 <td style="vertical-align:middle;">-1243</td> 
 <td style="vertical-align:middle;">-9495</td> 
 <td style="vertical-align:middle;">629.19</td> 
 <td style="vertical-align:middle;">-1243</td> 
 <td style="vertical-align:middle;">-9495</td> 
 <td style="vertical-align:middle;">629.19</td> 
 <td style="vertical-align:middle;">-730.6666667</td> 
 <td style="vertical-align:middle;">44098</td> 
 <td style="vertical-align:middle;">54222.19</td> 
 <td style="vertical-align:middle;">52350</td> 
 <td style="vertical-align:middle;">44098</td> 
 <td style="vertical-align:middle;">54222.19</td> 
 <td style="vertical-align:middle;">52350</td> 
 <td style="vertical-align:middle;">44098</td> 
 <td style="vertical-align:middle;">54222.19</td> 
 <td style="vertical-align:middle;">52862.33333</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">41140</td> 
 <td style="vertical-align:middle;">36</td> 
 <td style="vertical-align:middle;">BachelorDegree</td> 
 <td style="vertical-align:middle;">171301</td> 
 <td style="vertical-align:middle;">551</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">4297</td> 
 <td style="vertical-align:middle;">10896</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">3.78</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">4297</td> 
 <td style="vertical-align:middle;">3.78</td> 
 <td style="vertical-align:middle;">4297</td> 
 <td style="vertical-align:middle;">3.78</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">642</td> 
 <td style="vertical-align:middle;">145</td> 
 <td style="vertical-align:middle;">788</td> 
 <td style="vertical-align:middle;">715</td> 
 <td style="vertical-align:middle;">0.065335753</td> 
 <td style="vertical-align:middle;">0.000210156</td> 
 <td style="vertical-align:middle;">15.30555556</td> 
 <td style="vertical-align:middle;">0.00321656</td> 
 <td style="vertical-align:middle;">4758.361111</td> 
 <td style="vertical-align:middle;">310.8911071</td> 
 <td style="vertical-align:middle;">5</td> 
 <td style="vertical-align:middle;">-515</td> 
 <td style="vertical-align:middle;">-171265</td> 
 <td style="vertical-align:middle;">-170750</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">788</td> 
 <td style="vertical-align:middle;">715</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">642</td> 
 <td style="vertical-align:middle;">715</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">642</td> 
 <td style="vertical-align:middle;">788</td> 
 <td style="vertical-align:middle;">715</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">41140</td> 
 <td style="vertical-align:middle;">4297</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">3.78</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">4297</td> 
 <td style="vertical-align:middle;">3.78</td> 
 <td style="vertical-align:middle;">4297</td> 
 <td style="vertical-align:middle;">3.78</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">6.693146417</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">5.453045685</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">6.00979021</td> 
 <td style="vertical-align:middle;">119.3611111</td> 
 <td style="vertical-align:middle;">7.798548094</td> 
 <td style="vertical-align:middle;">0.0250845</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">0.00588785</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.004796954</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.005286713</td> 
 <td style="vertical-align:middle;">0.105</td> 
 <td style="vertical-align:middle;">0.006860254</td> 
 <td style="vertical-align:middle;">2.21E-05</td> 
 <td style="vertical-align:middle;">0.149406563</td> 
 <td style="vertical-align:middle;">169.8412698</td> 
 <td style="vertical-align:middle;">0.149406563</td> 
 <td style="vertical-align:middle;">169.8412698</td> 
 <td style="vertical-align:middle;">0.814720812</td> 
 <td style="vertical-align:middle;">0.149406563</td> 
 <td style="vertical-align:middle;">169.8412698</td> 
 <td style="vertical-align:middle;">0.897902098</td> 
 <td style="vertical-align:middle;">17.83333333</td> 
 <td style="vertical-align:middle;">1.165154265</td> 
 <td style="vertical-align:middle;">0.003747789</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">6.693146417</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">5.453045685</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">6.00979021</td> 
 <td style="vertical-align:middle;">119.3611111</td> 
 <td style="vertical-align:middle;">7.798548094</td> 
 <td style="vertical-align:middle;">0.0250845</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00588785</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">0.004796954</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.005286713</td> 
 <td style="vertical-align:middle;">0.105</td> 
 <td style="vertical-align:middle;">0.006860254</td> 
 <td style="vertical-align:middle;">2.21E-05</td> 
 <td style="vertical-align:middle;">0.183383756</td> 
 <td style="vertical-align:middle;">208.4656085</td> 
 <td style="vertical-align:middle;">1.22741433</td> 
 <td style="vertical-align:middle;">0.183383756</td> 
 <td style="vertical-align:middle;">208.4656085</td> 
 <td style="vertical-align:middle;">0.183383756</td> 
 <td style="vertical-align:middle;">208.4656085</td> 
 <td style="vertical-align:middle;">1.102097902</td> 
 <td style="vertical-align:middle;">21.88888889</td> 
 <td style="vertical-align:middle;">1.430127042</td> 
 <td style="vertical-align:middle;">0.00460009</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">6.693146417</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">5.453045685</td> 
 <td style="vertical-align:middle;">1136.772487</td> 
 <td style="vertical-align:middle;">6.00979021</td> 
 <td style="vertical-align:middle;">119.3611111</td> 
 <td style="vertical-align:middle;">7.798548094</td> 
 <td style="vertical-align:middle;">0.0250845</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.00588785</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.004796954</td> 
 <td style="vertical-align:middle;">0.000879684</td> 
 <td style="vertical-align:middle;">0.005286713</td> 
 <td style="vertical-align:middle;">0.105</td> 
 <td style="vertical-align:middle;">0.006860254</td> 
 <td style="vertical-align:middle;">2.21E-05</td> 
 <td style="vertical-align:middle;">0.166395159</td> 
 <td style="vertical-align:middle;">189.1534392</td> 
 <td style="vertical-align:middle;">1.113707165</td> 
 <td style="vertical-align:middle;">0.166395159</td> 
 <td style="vertical-align:middle;">189.1534392</td> 
 <td style="vertical-align:middle;">0.907360406</td> 
 <td style="vertical-align:middle;">0.166395159</td> 
 <td style="vertical-align:middle;">189.1534392</td> 
 <td style="vertical-align:middle;">19.86111111</td> 
 <td style="vertical-align:middle;">1.297640653</td> 
 <td style="vertical-align:middle;">0.004173939</td> 
 <td style="vertical-align:middle;">0.008377938</td> 
 <td style="vertical-align:middle;">9.523809524</td> 
 <td style="vertical-align:middle;">0.056074766</td> 
 <td style="vertical-align:middle;">0.008377938</td> 
 <td style="vertical-align:middle;">9.523809524</td> 
 <td style="vertical-align:middle;">0.045685279</td> 
 <td style="vertical-align:middle;">0.008377938</td> 
 <td style="vertical-align:middle;">9.523809524</td> 
 <td style="vertical-align:middle;">0.05034965</td> 
 <td style="vertical-align:middle;">0.128228997</td> 
 <td style="vertical-align:middle;">145.7671958</td> 
 <td style="vertical-align:middle;">0.858255452</td> 
 <td style="vertical-align:middle;">0.128228997</td> 
 <td style="vertical-align:middle;">145.7671958</td> 
 <td style="vertical-align:middle;">0.699238579</td> 
 <td style="vertical-align:middle;">0.128228997</td> 
 <td style="vertical-align:middle;">145.7671958</td> 
 <td style="vertical-align:middle;">0.770629371</td> 
 <td style="vertical-align:middle;">39.86525483</td> 
 <td style="vertical-align:middle;">45317.72487</td> 
 <td style="vertical-align:middle;">266.8239875</td> 
 <td style="vertical-align:middle;">39.86525483</td> 
 <td style="vertical-align:middle;">45317.72487</td> 
 <td style="vertical-align:middle;">217.3870558</td> 
 <td style="vertical-align:middle;">39.86525483</td> 
 <td style="vertical-align:middle;">45317.72487</td> 
 <td style="vertical-align:middle;">239.5818182</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">3655</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">3509</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">3582</td> 
 <td style="vertical-align:middle;">-638.22</td> 
 <td style="vertical-align:middle;">-4293.22</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-784.22</td> 
 <td style="vertical-align:middle;">-4293.22</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-711.22</td> 
 <td style="vertical-align:middle;">-3655</td> 
 <td style="vertical-align:middle;">638.22</td> 
 <td style="vertical-align:middle;">-146</td> 
 <td style="vertical-align:middle;">-3655</td> 
 <td style="vertical-align:middle;">638.22</td> 
 <td style="vertical-align:middle;">-73</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">3509</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">3582</td> 
 <td style="vertical-align:middle;">-784.22</td> 
 <td style="vertical-align:middle;">-4293.22</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-711.22</td> 
 <td style="vertical-align:middle;">-3509</td> 
 <td style="vertical-align:middle;">784.22</td> 
 <td style="vertical-align:middle;">73</td> 
 <td style="vertical-align:middle;">4293.22</td> 
 <td style="vertical-align:middle;">3582</td> 
 <td style="vertical-align:middle;">-711.22</td> 
 <td style="vertical-align:middle;">-4261</td> 
 <td style="vertical-align:middle;">32.22</td> 
 <td style="vertical-align:middle;">-606</td> 
 <td style="vertical-align:middle;">-4261</td> 
 <td style="vertical-align:middle;">32.22</td> 
 <td style="vertical-align:middle;">-752</td> 
 <td style="vertical-align:middle;">-4261</td> 
 <td style="vertical-align:middle;">32.22</td> 
 <td style="vertical-align:middle;">-679</td> 
 <td style="vertical-align:middle;">-3746</td> 
 <td style="vertical-align:middle;">547.22</td> 
 <td style="vertical-align:middle;">-91</td> 
 <td style="vertical-align:middle;">-3746</td> 
 <td style="vertical-align:middle;">547.22</td> 
 <td style="vertical-align:middle;">-237</td> 
 <td style="vertical-align:middle;">-3746</td> 
 <td style="vertical-align:middle;">547.22</td> 
 <td style="vertical-align:middle;">-164</td> 
 <td style="vertical-align:middle;">167004</td> 
 <td style="vertical-align:middle;">171297.22</td> 
 <td style="vertical-align:middle;">170659</td> 
 <td style="vertical-align:middle;">167004</td> 
 <td style="vertical-align:middle;">171297.22</td> 
 <td style="vertical-align:middle;">170513</td> 
 <td style="vertical-align:middle;">167004</td> 
 <td style="vertical-align:middle;">171297.22</td> 
 <td style="vertical-align:middle;">170586</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">47641</td> 
 <td style="vertical-align:middle;">48</td> 
 <td style="vertical-align:middle;">DoctorDegree</td> 
 <td style="vertical-align:middle;">149357</td> 
 <td style="vertical-align:middle;">532</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">5050</td> 
 <td style="vertical-align:middle;">10442</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">7.51</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">5050</td> 
 <td style="vertical-align:middle;">7.51</td> 
 <td style="vertical-align:middle;">5050</td> 
 <td style="vertical-align:middle;">7.51</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">874</td> 
 <td style="vertical-align:middle;">27</td> 
 <td style="vertical-align:middle;">876</td> 
 <td style="vertical-align:middle;">749.1666667</td> 
 <td style="vertical-align:middle;">0.090225564</td> 
 <td style="vertical-align:middle;">0.000321378</td> 
 <td style="vertical-align:middle;">11.08333333</td> 
 <td style="vertical-align:middle;">0.003561935</td> 
 <td style="vertical-align:middle;">3111.604167</td> 
 <td style="vertical-align:middle;">280.7462406</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">-484</td> 
 <td style="vertical-align:middle;">-149309</td> 
 <td style="vertical-align:middle;">-148825</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">876</td> 
 <td style="vertical-align:middle;">749.1666667</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">874</td> 
 <td style="vertical-align:middle;">749.1666667</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">874</td> 
 <td style="vertical-align:middle;">876</td> 
 <td style="vertical-align:middle;">749.1666667</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">47641</td> 
 <td style="vertical-align:middle;">5050</td> 
 <td style="vertical-align:middle;">credit</td> 
 <td style="vertical-align:middle;">7.51</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">5050</td> 
 <td style="vertical-align:middle;">7.51</td> 
 <td style="vertical-align:middle;">5050</td> 
 <td style="vertical-align:middle;">7.51</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">5.778032037</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">5.764840183</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">6.740823137</td> 
 <td style="vertical-align:middle;">105.2083333</td> 
 <td style="vertical-align:middle;">9.492481203</td> 
 <td style="vertical-align:middle;">0.033811606</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">0.008592677</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.008573059</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.010024472</td> 
 <td style="vertical-align:middle;">0.156458333</td> 
 <td style="vertical-align:middle;">0.014116541</td> 
 <td style="vertical-align:middle;">5.03E-05</td> 
 <td style="vertical-align:middle;">0.173069307</td> 
 <td style="vertical-align:middle;">116.3781625</td> 
 <td style="vertical-align:middle;">0.173069307</td> 
 <td style="vertical-align:middle;">116.3781625</td> 
 <td style="vertical-align:middle;">0.997716895</td> 
 <td style="vertical-align:middle;">0.173069307</td> 
 <td style="vertical-align:middle;">116.3781625</td> 
 <td style="vertical-align:middle;">1.166629588</td> 
 <td style="vertical-align:middle;">18.20833333</td> 
 <td style="vertical-align:middle;">1.642857143</td> 
 <td style="vertical-align:middle;">0.005851751</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">5.778032037</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">5.764840183</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">6.740823137</td> 
 <td style="vertical-align:middle;">105.2083333</td> 
 <td style="vertical-align:middle;">9.492481203</td> 
 <td style="vertical-align:middle;">0.033811606</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.008592677</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">0.008573059</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.010024472</td> 
 <td style="vertical-align:middle;">0.156458333</td> 
 <td style="vertical-align:middle;">0.014116541</td> 
 <td style="vertical-align:middle;">5.03E-05</td> 
 <td style="vertical-align:middle;">0.173465347</td> 
 <td style="vertical-align:middle;">116.644474</td> 
 <td style="vertical-align:middle;">1.00228833</td> 
 <td style="vertical-align:middle;">0.173465347</td> 
 <td style="vertical-align:middle;">116.644474</td> 
 <td style="vertical-align:middle;">0.173465347</td> 
 <td style="vertical-align:middle;">116.644474</td> 
 <td style="vertical-align:middle;">1.169299221</td> 
 <td style="vertical-align:middle;">18.25</td> 
 <td style="vertical-align:middle;">1.646616541</td> 
 <td style="vertical-align:middle;">0.005865142</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">5.778032037</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">5.764840183</td> 
 <td style="vertical-align:middle;">672.436751</td> 
 <td style="vertical-align:middle;">6.740823137</td> 
 <td style="vertical-align:middle;">105.2083333</td> 
 <td style="vertical-align:middle;">9.492481203</td> 
 <td style="vertical-align:middle;">0.033811606</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.008592677</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.008573059</td> 
 <td style="vertical-align:middle;">0.001487129</td> 
 <td style="vertical-align:middle;">0.010024472</td> 
 <td style="vertical-align:middle;">0.156458333</td> 
 <td style="vertical-align:middle;">0.014116541</td> 
 <td style="vertical-align:middle;">5.03E-05</td> 
 <td style="vertical-align:middle;">0.148349835</td> 
 <td style="vertical-align:middle;">99.75588105</td> 
 <td style="vertical-align:middle;">0.857170099</td> 
 <td style="vertical-align:middle;">0.148349835</td> 
 <td style="vertical-align:middle;">99.75588105</td> 
 <td style="vertical-align:middle;">0.85521309</td> 
 <td style="vertical-align:middle;">0.148349835</td> 
 <td style="vertical-align:middle;">99.75588105</td> 
 <td style="vertical-align:middle;">15.60763889</td> 
 <td style="vertical-align:middle;">1.40820802</td> 
 <td style="vertical-align:middle;">0.005015946</td> 
 <td style="vertical-align:middle;">0.00950495</td> 
 <td style="vertical-align:middle;">6.391478029</td> 
 <td style="vertical-align:middle;">0.054919908</td> 
 <td style="vertical-align:middle;">0.00950495</td> 
 <td style="vertical-align:middle;">6.391478029</td> 
 <td style="vertical-align:middle;">0.054794521</td> 
 <td style="vertical-align:middle;">0.00950495</td> 
 <td style="vertical-align:middle;">6.391478029</td> 
 <td style="vertical-align:middle;">0.06407119</td> 
 <td style="vertical-align:middle;">0.105346535</td> 
 <td style="vertical-align:middle;">70.83888149</td> 
 <td style="vertical-align:middle;">0.608695652</td> 
 <td style="vertical-align:middle;">0.105346535</td> 
 <td style="vertical-align:middle;">70.83888149</td> 
 <td style="vertical-align:middle;">0.607305936</td> 
 <td style="vertical-align:middle;">0.105346535</td> 
 <td style="vertical-align:middle;">70.83888149</td> 
 <td style="vertical-align:middle;">0.710122358</td> 
 <td style="vertical-align:middle;">29.57564356</td> 
 <td style="vertical-align:middle;">19887.74967</td> 
 <td style="vertical-align:middle;">170.889016</td> 
 <td style="vertical-align:middle;">29.57564356</td> 
 <td style="vertical-align:middle;">19887.74967</td> 
 <td style="vertical-align:middle;">170.4988584</td> 
 <td style="vertical-align:middle;">29.57564356</td> 
 <td style="vertical-align:middle;">19887.74967</td> 
 <td style="vertical-align:middle;">199.3641824</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">4176</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">4174</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">4300.833333</td> 
 <td style="vertical-align:middle;">-866.49</td> 
 <td style="vertical-align:middle;">-5042.49</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-868.49</td> 
 <td style="vertical-align:middle;">-5042.49</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-741.6566667</td> 
 <td style="vertical-align:middle;">-4176</td> 
 <td style="vertical-align:middle;">866.49</td> 
 <td style="vertical-align:middle;">-2</td> 
 <td style="vertical-align:middle;">-4176</td> 
 <td style="vertical-align:middle;">866.49</td> 
 <td style="vertical-align:middle;">124.8333333</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">4174</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">4300.833333</td> 
 <td style="vertical-align:middle;">-868.49</td> 
 <td style="vertical-align:middle;">-5042.49</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-741.6566667</td> 
 <td style="vertical-align:middle;">-4174</td> 
 <td style="vertical-align:middle;">868.49</td> 
 <td style="vertical-align:middle;">126.8333333</td> 
 <td style="vertical-align:middle;">5042.49</td> 
 <td style="vertical-align:middle;">4300.833333</td> 
 <td style="vertical-align:middle;">-741.6566667</td> 
 <td style="vertical-align:middle;">-5002</td> 
 <td style="vertical-align:middle;">40.49</td> 
 <td style="vertical-align:middle;">-826</td> 
 <td style="vertical-align:middle;">-5002</td> 
 <td style="vertical-align:middle;">40.49</td> 
 <td style="vertical-align:middle;">-828</td> 
 <td style="vertical-align:middle;">-5002</td> 
 <td style="vertical-align:middle;">40.49</td> 
 <td style="vertical-align:middle;">-701.1666667</td> 
 <td style="vertical-align:middle;">-4518</td> 
 <td style="vertical-align:middle;">524.49</td> 
 <td style="vertical-align:middle;">-342</td> 
 <td style="vertical-align:middle;">-4518</td> 
 <td style="vertical-align:middle;">524.49</td> 
 <td style="vertical-align:middle;">-344</td> 
 <td style="vertical-align:middle;">-4518</td> 
 <td style="vertical-align:middle;">524.49</td> 
 <td style="vertical-align:middle;">-217.1666667</td> 
 <td style="vertical-align:middle;">144307</td> 
 <td style="vertical-align:middle;">149349.49</td> 
 <td style="vertical-align:middle;">148483</td> 
 <td style="vertical-align:middle;">144307</td> 
 <td style="vertical-align:middle;">149349.49</td> 
 <td style="vertical-align:middle;">148481</td> 
 <td style="vertical-align:middle;">144307</td> 
 <td style="vertical-align:middle;">149349.49</td> 
 <td style="vertical-align:middle;">148607.8333</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">31027</td> 
 <td style="vertical-align:middle;">21</td> 
 <td style="vertical-align:middle;">AssociateDegree</td> 
 <td style="vertical-align:middle;">59927</td> 
 <td style="vertical-align:middle;">722</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">12791</td> 
 <td style="vertical-align:middle;">10644</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">4.07</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">12791</td> 
 <td style="vertical-align:middle;">4.07</td> 
 <td style="vertical-align:middle;">12791</td> 
 <td style="vertical-align:middle;">4.07</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">2051</td> 
 <td style="vertical-align:middle;">170</td> 
 <td style="vertical-align:middle;">2305</td> 
 <td style="vertical-align:middle;">2140.666667</td> 
 <td style="vertical-align:middle;">0.029085873</td> 
 <td style="vertical-align:middle;">0.000350426</td> 
 <td style="vertical-align:middle;">34.38095238</td> 
 <td style="vertical-align:middle;">0.012047992</td> 
 <td style="vertical-align:middle;">2853.666667</td> 
 <td style="vertical-align:middle;">83.00138504</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">-701</td> 
 <td style="vertical-align:middle;">-59906</td> 
 <td style="vertical-align:middle;">-59205</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2305</td> 
 <td style="vertical-align:middle;">2140.666667</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">2051</td> 
 <td style="vertical-align:middle;">2140.666667</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">2051</td> 
 <td style="vertical-align:middle;">2305</td> 
 <td style="vertical-align:middle;">2140.666667</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">31027</td> 
 <td style="vertical-align:middle;">12791</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">4.07</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">12791</td> 
 <td style="vertical-align:middle;">4.07</td> 
 <td style="vertical-align:middle;">12791</td> 
 <td style="vertical-align:middle;">4.07</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">6.236470015</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">5.549240781</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">5.975241358</td> 
 <td style="vertical-align:middle;">609.0952381</td> 
 <td style="vertical-align:middle;">17.71606648</td> 
 <td style="vertical-align:middle;">0.213443022</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">0.001984398</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001765727</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001901277</td> 
 <td style="vertical-align:middle;">0.193809524</td> 
 <td style="vertical-align:middle;">0.005637119</td> 
 <td style="vertical-align:middle;">6.79E-05</td> 
 <td style="vertical-align:middle;">0.160347119</td> 
 <td style="vertical-align:middle;">503.9312039</td> 
 <td style="vertical-align:middle;">0.160347119</td> 
 <td style="vertical-align:middle;">503.9312039</td> 
 <td style="vertical-align:middle;">0.889804772</td> 
 <td style="vertical-align:middle;">0.160347119</td> 
 <td style="vertical-align:middle;">503.9312039</td> 
 <td style="vertical-align:middle;">0.958112737</td> 
 <td style="vertical-align:middle;">97.66666667</td> 
 <td style="vertical-align:middle;">2.840720222</td> 
 <td style="vertical-align:middle;">0.034224974</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">6.236470015</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">5.549240781</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">5.975241358</td> 
 <td style="vertical-align:middle;">609.0952381</td> 
 <td style="vertical-align:middle;">17.71606648</td> 
 <td style="vertical-align:middle;">0.213443022</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001984398</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">0.001765727</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001901277</td> 
 <td style="vertical-align:middle;">0.193809524</td> 
 <td style="vertical-align:middle;">0.005637119</td> 
 <td style="vertical-align:middle;">6.79E-05</td> 
 <td style="vertical-align:middle;">0.180204832</td> 
 <td style="vertical-align:middle;">566.3390663</td> 
 <td style="vertical-align:middle;">1.123842028</td> 
 <td style="vertical-align:middle;">0.180204832</td> 
 <td style="vertical-align:middle;">566.3390663</td> 
 <td style="vertical-align:middle;">0.180204832</td> 
 <td style="vertical-align:middle;">566.3390663</td> 
 <td style="vertical-align:middle;">1.076767362</td> 
 <td style="vertical-align:middle;">109.7619048</td> 
 <td style="vertical-align:middle;">3.192520776</td> 
 <td style="vertical-align:middle;">0.038463464</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">6.236470015</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">5.549240781</td> 
 <td style="vertical-align:middle;">3142.751843</td> 
 <td style="vertical-align:middle;">5.975241358</td> 
 <td style="vertical-align:middle;">609.0952381</td> 
 <td style="vertical-align:middle;">17.71606648</td> 
 <td style="vertical-align:middle;">0.213443022</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001984398</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001765727</td> 
 <td style="vertical-align:middle;">0.000318192</td> 
 <td style="vertical-align:middle;">0.001901277</td> 
 <td style="vertical-align:middle;">0.193809524</td> 
 <td style="vertical-align:middle;">0.005637119</td> 
 <td style="vertical-align:middle;">6.79E-05</td> 
 <td style="vertical-align:middle;">0.167357256</td> 
 <td style="vertical-align:middle;">525.962326</td> 
 <td style="vertical-align:middle;">1.043718511</td> 
 <td style="vertical-align:middle;">0.167357256</td> 
 <td style="vertical-align:middle;">525.962326</td> 
 <td style="vertical-align:middle;">0.928705712</td> 
 <td style="vertical-align:middle;">0.167357256</td> 
 <td style="vertical-align:middle;">525.962326</td> 
 <td style="vertical-align:middle;">101.9365079</td> 
 <td style="vertical-align:middle;">2.964912281</td> 
 <td style="vertical-align:middle;">0.035721239</td> 
 <td style="vertical-align:middle;">0.001641779</td> 
 <td style="vertical-align:middle;">5.15970516</td> 
 <td style="vertical-align:middle;">0.010238908</td> 
 <td style="vertical-align:middle;">0.001641779</td> 
 <td style="vertical-align:middle;">5.15970516</td> 
 <td style="vertical-align:middle;">0.009110629</td> 
 <td style="vertical-align:middle;">0.001641779</td> 
 <td style="vertical-align:middle;">5.15970516</td> 
 <td style="vertical-align:middle;">0.009810028</td> 
 <td style="vertical-align:middle;">0.056445939</td> 
 <td style="vertical-align:middle;">177.3955774</td> 
 <td style="vertical-align:middle;">0.352023403</td> 
 <td style="vertical-align:middle;">0.056445939</td> 
 <td style="vertical-align:middle;">177.3955774</td> 
 <td style="vertical-align:middle;">0.313232104</td> 
 <td style="vertical-align:middle;">0.056445939</td> 
 <td style="vertical-align:middle;">177.3955774</td> 
 <td style="vertical-align:middle;">0.337278107</td> 
 <td style="vertical-align:middle;">4.68509108</td> 
 <td style="vertical-align:middle;">14724.07862</td> 
 <td style="vertical-align:middle;">29.21843003</td> 
 <td style="vertical-align:middle;">4.68509108</td> 
 <td style="vertical-align:middle;">14724.07862</td> 
 <td style="vertical-align:middle;">25.99869848</td> 
 <td style="vertical-align:middle;">4.68509108</td> 
 <td style="vertical-align:middle;">14724.07862</td> 
 <td style="vertical-align:middle;">27.99454998</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">10740</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">10486</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">10650.33333</td> 
 <td style="vertical-align:middle;">-2046.93</td> 
 <td style="vertical-align:middle;">-12786.93</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2300.93</td> 
 <td style="vertical-align:middle;">-12786.93</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2136.596667</td> 
 <td style="vertical-align:middle;">-10740</td> 
 <td style="vertical-align:middle;">2046.93</td> 
 <td style="vertical-align:middle;">-254</td> 
 <td style="vertical-align:middle;">-10740</td> 
 <td style="vertical-align:middle;">2046.93</td> 
 <td style="vertical-align:middle;">-89.66666667</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">10486</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">10650.33333</td> 
 <td style="vertical-align:middle;">-2300.93</td> 
 <td style="vertical-align:middle;">-12786.93</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-2136.596667</td> 
 <td style="vertical-align:middle;">-10486</td> 
 <td style="vertical-align:middle;">2300.93</td> 
 <td style="vertical-align:middle;">164.3333333</td> 
 <td style="vertical-align:middle;">12786.93</td> 
 <td style="vertical-align:middle;">10650.33333</td> 
 <td style="vertical-align:middle;">-2136.596667</td> 
 <td style="vertical-align:middle;">-12770</td> 
 <td style="vertical-align:middle;">16.93</td> 
 <td style="vertical-align:middle;">-2030</td> 
 <td style="vertical-align:middle;">-12770</td> 
 <td style="vertical-align:middle;">16.93</td> 
 <td style="vertical-align:middle;">-2284</td> 
 <td style="vertical-align:middle;">-12770</td> 
 <td style="vertical-align:middle;">16.93</td> 
 <td style="vertical-align:middle;">-2119.666667</td> 
 <td style="vertical-align:middle;">-12069</td> 
 <td style="vertical-align:middle;">717.93</td> 
 <td style="vertical-align:middle;">-1329</td> 
 <td style="vertical-align:middle;">-12069</td> 
 <td style="vertical-align:middle;">717.93</td> 
 <td style="vertical-align:middle;">-1583</td> 
 <td style="vertical-align:middle;">-12069</td> 
 <td style="vertical-align:middle;">717.93</td> 
 <td style="vertical-align:middle;">-1418.666667</td> 
 <td style="vertical-align:middle;">47136</td> 
 <td style="vertical-align:middle;">59922.93</td> 
 <td style="vertical-align:middle;">57876</td> 
 <td style="vertical-align:middle;">47136</td> 
 <td style="vertical-align:middle;">59922.93</td> 
 <td style="vertical-align:middle;">57622</td> 
 <td style="vertical-align:middle;">47136</td> 
 <td style="vertical-align:middle;">59922.93</td> 
 <td style="vertical-align:middle;">57786.33333</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">42476</td> 
 <td style="vertical-align:middle;">35</td> 
 <td style="vertical-align:middle;">AssociateDegree</td> 
 <td style="vertical-align:middle;">76007</td> 
 <td style="vertical-align:middle;">502</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">12348</td> 
 <td style="vertical-align:middle;">11024</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">1.79</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">12348</td> 
 <td style="vertical-align:middle;">1.79</td> 
 <td style="vertical-align:middle;">12348</td> 
 <td style="vertical-align:middle;">1.79</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">45</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">0.069721116</td> 
 <td style="vertical-align:middle;">0.000460484</td> 
 <td style="vertical-align:middle;">14.34285714</td> 
 <td style="vertical-align:middle;">0.006604655</td> 
 <td style="vertical-align:middle;">2171.628571</td> 
 <td style="vertical-align:middle;">151.4083665</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">-467</td> 
 <td style="vertical-align:middle;">-75972</td> 
 <td style="vertical-align:middle;">-75505</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">1395</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">42476</td> 
 <td style="vertical-align:middle;">12348</td> 
 <td style="vertical-align:middle;">cash</td> 
 <td style="vertical-align:middle;">1.79</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">12348</td> 
 <td style="vertical-align:middle;">1.79</td> 
 <td style="vertical-align:middle;">12348</td> 
 <td style="vertical-align:middle;">1.79</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">352.8</td> 
 <td style="vertical-align:middle;">24.59760956</td> 
 <td style="vertical-align:middle;">0.162458721</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.051142857</td> 
 <td style="vertical-align:middle;">0.003565737</td> 
 <td style="vertical-align:middle;">2.36E-05</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">39.85714286</td> 
 <td style="vertical-align:middle;">2.778884462</td> 
 <td style="vertical-align:middle;">0.018353573</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">352.8</td> 
 <td style="vertical-align:middle;">24.59760956</td> 
 <td style="vertical-align:middle;">0.162458721</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.051142857</td> 
 <td style="vertical-align:middle;">0.003565737</td> 
 <td style="vertical-align:middle;">2.36E-05</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">39.85714286</td> 
 <td style="vertical-align:middle;">2.778884462</td> 
 <td style="vertical-align:middle;">0.018353573</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">6898.324022</td> 
 <td style="vertical-align:middle;">8.851612903</td> 
 <td style="vertical-align:middle;">352.8</td> 
 <td style="vertical-align:middle;">24.59760956</td> 
 <td style="vertical-align:middle;">0.162458721</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.000144963</td> 
 <td style="vertical-align:middle;">0.001283154</td> 
 <td style="vertical-align:middle;">0.051142857</td> 
 <td style="vertical-align:middle;">0.003565737</td> 
 <td style="vertical-align:middle;">2.36E-05</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.112973761</td> 
 <td style="vertical-align:middle;">779.3296089</td> 
 <td style="vertical-align:middle;">39.85714286</td> 
 <td style="vertical-align:middle;">2.778884462</td> 
 <td style="vertical-align:middle;">0.018353573</td> 
 <td style="vertical-align:middle;">0.002834467</td> 
 <td style="vertical-align:middle;">19.55307263</td> 
 <td style="vertical-align:middle;">0.025089606</td> 
 <td style="vertical-align:middle;">0.002834467</td> 
 <td style="vertical-align:middle;">19.55307263</td> 
 <td style="vertical-align:middle;">0.025089606</td> 
 <td style="vertical-align:middle;">0.002834467</td> 
 <td style="vertical-align:middle;">19.55307263</td> 
 <td style="vertical-align:middle;">0.025089606</td> 
 <td style="vertical-align:middle;">0.040654357</td> 
 <td style="vertical-align:middle;">280.4469274</td> 
 <td style="vertical-align:middle;">0.359856631</td> 
 <td style="vertical-align:middle;">0.040654357</td> 
 <td style="vertical-align:middle;">280.4469274</td> 
 <td style="vertical-align:middle;">0.359856631</td> 
 <td style="vertical-align:middle;">0.040654357</td> 
 <td style="vertical-align:middle;">280.4469274</td> 
 <td style="vertical-align:middle;">0.359856631</td> 
 <td style="vertical-align:middle;">6.155409783</td> 
 <td style="vertical-align:middle;">42462.01117</td> 
 <td style="vertical-align:middle;">54.48530466</td> 
 <td style="vertical-align:middle;">6.155409783</td> 
 <td style="vertical-align:middle;">42462.01117</td> 
 <td style="vertical-align:middle;">54.48530466</td> 
 <td style="vertical-align:middle;">6.155409783</td> 
 <td style="vertical-align:middle;">42462.01117</td> 
 <td style="vertical-align:middle;">54.48530466</td> 
 <td style="vertical-align:middle;">6</td> 
 <td style="vertical-align:middle;">10</td> 
 <td style="vertical-align:middle;">12</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">10953</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">10953</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">10953</td> 
 <td style="vertical-align:middle;">-1393.21</td> 
 <td style="vertical-align:middle;">-12346.21</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1393.21</td> 
 <td style="vertical-align:middle;">-12346.21</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1393.21</td> 
 <td style="vertical-align:middle;">-10953</td> 
 <td style="vertical-align:middle;">1393.21</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-10953</td> 
 <td style="vertical-align:middle;">1393.21</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">10953</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">10953</td> 
 <td style="vertical-align:middle;">-1393.21</td> 
 <td style="vertical-align:middle;">-12346.21</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1393.21</td> 
 <td style="vertical-align:middle;">-10953</td> 
 <td style="vertical-align:middle;">1393.21</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">12346.21</td> 
 <td style="vertical-align:middle;">10953</td> 
 <td style="vertical-align:middle;">-1393.21</td> 
 <td style="vertical-align:middle;">-12313</td> 
 <td style="vertical-align:middle;">33.21</td> 
 <td style="vertical-align:middle;">-1360</td> 
 <td style="vertical-align:middle;">-12313</td> 
 <td style="vertical-align:middle;">33.21</td> 
 <td style="vertical-align:middle;">-1360</td> 
 <td style="vertical-align:middle;">-12313</td> 
 <td style="vertical-align:middle;">33.21</td> 
 <td style="vertical-align:middle;">-1360</td> 
 <td style="vertical-align:middle;">-11846</td> 
 <td style="vertical-align:middle;">500.21</td> 
 <td style="vertical-align:middle;">-893</td> 
 <td style="vertical-align:middle;">-11846</td> 
 <td style="vertical-align:middle;">500.21</td> 
 <td style="vertical-align:middle;">-893</td> 
 <td style="vertical-align:middle;">-11846</td> 
 <td style="vertical-align:middle;">500.21</td> 
 <td style="vertical-align:middle;">-893</td> 
 <td style="vertical-align:middle;">63659</td> 
 <td style="vertical-align:middle;">76005.21</td> 
 <td style="vertical-align:middle;">74612</td> 
 <td style="vertical-align:middle;">63659</td> 
 <td style="vertical-align:middle;">76005.21</td> 
 <td style="vertical-align:middle;">74612</td> 
 <td style="vertical-align:middle;">63659</td> 
 <td style="vertical-align:middle;">76005.21</td> 
 <td style="vertical-align:middle;">74612</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 <tr> 
 <td style="vertical-align:middle;">47497</td> 
 <td style="vertical-align:middle;">30</td> 
 <td style="vertical-align:middle;">BachelorDegree</td> 
 <td style="vertical-align:middle;">50855</td> 
 <td style="vertical-align:middle;">606</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">8166</td> 
 <td style="vertical-align:middle;">11735</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">0.98</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8166</td> 
 <td style="vertical-align:middle;">0.98</td> 
 <td style="vertical-align:middle;">8166</td> 
 <td style="vertical-align:middle;">0.98</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">1160</td> 
 <td style="vertical-align:middle;">87</td> 
 <td style="vertical-align:middle;">1468</td> 
 <td style="vertical-align:middle;">1193.4</td> 
 <td style="vertical-align:middle;">0.04950495</td> 
 <td style="vertical-align:middle;">0.000589912</td> 
 <td style="vertical-align:middle;">20.2</td> 
 <td style="vertical-align:middle;">0.011916232</td> 
 <td style="vertical-align:middle;">1695.166667</td> 
 <td style="vertical-align:middle;">83.91914191</td> 
 <td style="vertical-align:middle;">9</td> 
 <td style="vertical-align:middle;">-576</td> 
 <td style="vertical-align:middle;">-50825</td> 
 <td style="vertical-align:middle;">-50249</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">1468</td> 
 <td style="vertical-align:middle;">1193.4</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">1160</td> 
 <td style="vertical-align:middle;">1193.4</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">1160</td> 
 <td style="vertical-align:middle;">1468</td> 
 <td style="vertical-align:middle;">1193.4</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">47497</td> 
 <td style="vertical-align:middle;">8166</td> 
 <td style="vertical-align:middle;">home</td> 
 <td style="vertical-align:middle;">0.98</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8166</td> 
 <td style="vertical-align:middle;">0.98</td> 
 <td style="vertical-align:middle;">8166</td> 
 <td style="vertical-align:middle;">0.98</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">7.039655172</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">5.5626703</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">6.84263449</td> 
 <td style="vertical-align:middle;">272.2</td> 
 <td style="vertical-align:middle;">13.47524752</td> 
 <td style="vertical-align:middle;">0.160574181</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">0.000844828</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000667575</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000821183</td> 
 <td style="vertical-align:middle;">0.032666667</td> 
 <td style="vertical-align:middle;">0.001617162</td> 
 <td style="vertical-align:middle;">1.93E-05</td> 
 <td style="vertical-align:middle;">0.142052412</td> 
 <td style="vertical-align:middle;">1183.673469</td> 
 <td style="vertical-align:middle;">0.142052412</td> 
 <td style="vertical-align:middle;">1183.673469</td> 
 <td style="vertical-align:middle;">0.790190736</td> 
 <td style="vertical-align:middle;">0.142052412</td> 
 <td style="vertical-align:middle;">1183.673469</td> 
 <td style="vertical-align:middle;">0.972012737</td> 
 <td style="vertical-align:middle;">38.66666667</td> 
 <td style="vertical-align:middle;">1.914191419</td> 
 <td style="vertical-align:middle;">0.02280995</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">7.039655172</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">5.5626703</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">6.84263449</td> 
 <td style="vertical-align:middle;">272.2</td> 
 <td style="vertical-align:middle;">13.47524752</td> 
 <td style="vertical-align:middle;">0.160574181</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000844828</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">0.000667575</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000821183</td> 
 <td style="vertical-align:middle;">0.032666667</td> 
 <td style="vertical-align:middle;">0.001617162</td> 
 <td style="vertical-align:middle;">1.93E-05</td> 
 <td style="vertical-align:middle;">0.179769777</td> 
 <td style="vertical-align:middle;">1497.959184</td> 
 <td style="vertical-align:middle;">1.265517241</td> 
 <td style="vertical-align:middle;">0.179769777</td> 
 <td style="vertical-align:middle;">1497.959184</td> 
 <td style="vertical-align:middle;">0.179769777</td> 
 <td style="vertical-align:middle;">1497.959184</td> 
 <td style="vertical-align:middle;">1.230098877</td> 
 <td style="vertical-align:middle;">48.93333333</td> 
 <td style="vertical-align:middle;">2.422442244</td> 
 <td style="vertical-align:middle;">0.028866385</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">7.039655172</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">5.5626703</td> 
 <td style="vertical-align:middle;">8332.653061</td> 
 <td style="vertical-align:middle;">6.84263449</td> 
 <td style="vertical-align:middle;">272.2</td> 
 <td style="vertical-align:middle;">13.47524752</td> 
 <td style="vertical-align:middle;">0.160574181</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000844828</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">1</td> 
 <td style="vertical-align:middle;">0.000667575</td> 
 <td style="vertical-align:middle;">0.00012001</td> 
 <td style="vertical-align:middle;">0.000821183</td> 
 <td style="vertical-align:middle;">0.032666667</td> 
 <td style="vertical-align:middle;">0.001617162</td> 
 <td style="vertical-align:middle;">1.93E-05</td> 
 <td style="vertical-align:middle;">0.146142542</td> 
 <td style="vertical-align:middle;">1217.755102</td> 
 <td style="vertical-align:middle;">1.028793103</td> 
 <td style="vertical-align:middle;">0.146142542</td> 
 <td style="vertical-align:middle;">1217.755102</td> 
 <td style="vertical-align:middle;">0.812942779</td> 
 <td style="vertical-align:middle;">0.146142542</td> 
 <td style="vertical-align:middle;">1217.755102</td> 
 <td style="vertical-align:middle;">39.78</td> 
 <td style="vertical-align:middle;">1.969306931</td> 
 <td style="vertical-align:middle;">0.023466719</td> 
 <td style="vertical-align:middle;">0.003673769</td> 
 <td style="vertical-align:middle;">30.6122449</td> 
 <td style="vertical-align:middle;">0.025862069</td> 
 <td style="vertical-align:middle;">0.003673769</td> 
 <td style="vertical-align:middle;">30.6122449</td> 
 <td style="vertical-align:middle;">0.020435967</td> 
 <td style="vertical-align:middle;">0.003673769</td> 
 <td style="vertical-align:middle;">30.6122449</td> 
 <td style="vertical-align:middle;">0.02513826</td> 
 <td style="vertical-align:middle;">0.07421014</td> 
 <td style="vertical-align:middle;">618.3673469</td> 
 <td style="vertical-align:middle;">0.522413793</td> 
 <td style="vertical-align:middle;">0.07421014</td> 
 <td style="vertical-align:middle;">618.3673469</td> 
 <td style="vertical-align:middle;">0.41280654</td> 
 <td style="vertical-align:middle;">0.07421014</td> 
 <td style="vertical-align:middle;">618.3673469</td> 
 <td style="vertical-align:middle;">0.507792861</td> 
 <td style="vertical-align:middle;">6.227651237</td> 
 <td style="vertical-align:middle;">51892.85714</td> 
 <td style="vertical-align:middle;">43.84051724</td> 
 <td style="vertical-align:middle;">6.227651237</td> 
 <td style="vertical-align:middle;">51892.85714</td> 
 <td style="vertical-align:middle;">34.64237057</td> 
 <td style="vertical-align:middle;">6.227651237</td> 
 <td style="vertical-align:middle;">51892.85714</td> 
 <td style="vertical-align:middle;">42.61354114</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">2</td> 
 <td style="vertical-align:middle;">8</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">7006</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">6698</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">6972.6</td> 
 <td style="vertical-align:middle;">-1159.02</td> 
 <td style="vertical-align:middle;">-8165.02</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1467.02</td> 
 <td style="vertical-align:middle;">-8165.02</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1192.42</td> 
 <td style="vertical-align:middle;">-7006</td> 
 <td style="vertical-align:middle;">1159.02</td> 
 <td style="vertical-align:middle;">-308</td> 
 <td style="vertical-align:middle;">-7006</td> 
 <td style="vertical-align:middle;">1159.02</td> 
 <td style="vertical-align:middle;">-33.4</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">6698</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">6972.6</td> 
 <td style="vertical-align:middle;">-1467.02</td> 
 <td style="vertical-align:middle;">-8165.02</td> 
 <td style="vertical-align:middle;">0</td> 
 <td style="vertical-align:middle;">-1192.42</td> 
 <td style="vertical-align:middle;">-6698</td> 
 <td style="vertical-align:middle;">1467.02</td> 
 <td style="vertical-align:middle;">274.6</td> 
 <td style="vertical-align:middle;">8165.02</td> 
 <td style="vertical-align:middle;">6972.6</td> 
 <td style="vertical-align:middle;">-1192.42</td> 
 <td style="vertical-align:middle;">-8136</td> 
 <td style="vertical-align:middle;">29.02</td> 
 <td style="vertical-align:middle;">-1130</td> 
 <td style="vertical-align:middle;">-8136</td> 
 <td style="vertical-align:middle;">29.02</td> 
 <td style="vertical-align:middle;">-1438</td> 
 <td style="vertical-align:middle;">-8136</td> 
 <td style="vertical-align:middle;">29.02</td> 
 <td style="vertical-align:middle;">-1163.4</td> 
 <td style="vertical-align:middle;">-7560</td> 
 <td style="vertical-align:middle;">605.02</td> 
 <td style="vertical-align:middle;">-554</td> 
 <td style="vertical-align:middle;">-7560</td> 
 <td style="vertical-align:middle;">605.02</td> 
 <td style="vertical-align:middle;">-862</td> 
 <td style="vertical-align:middle;">-7560</td> 
 <td style="vertical-align:middle;">605.02</td> 
 <td style="vertical-align:middle;">-587.4</td> 
 <td style="vertical-align:middle;">42689</td> 
 <td style="vertical-align:middle;">50854.02</td> 
 <td style="vertical-align:middle;">49695</td> 
 <td style="vertical-align:middle;">42689</td> 
 <td style="vertical-align:middle;">50854.02</td> 
 <td style="vertical-align:middle;">49387</td> 
 <td style="vertical-align:middle;">42689</td> 
 <td style="vertical-align:middle;">50854.02</td> 
 <td style="vertical-align:middle;">49661.6</td> 
 <td style="vertical-align:middle;">2022</td> 
 <td style="vertical-align:middle;">2020</td> 
 <td style="vertical-align:middle;">2020</td> 
 </tr> 
 </tbody> 
</table>

### 2)、完整的数据框包含了113-5个新特征 ###

auto_feature_names: 
 113 [<Feature: age>, <Feature: education>, <Feature: income>, <Feature: credit_score>, <Feature: loan_type>, <Feature: COUNT(loans)>, <Feature: MAX(loans.loan_amount)>, <Feature: MAX(loans.rate)>, <Feature: MEAN(loans.loan_amount)>, <Feature: MEAN(loans.rate)>, <Feature: MIN(loans.loan_amount)>, <Feature: MIN(loans.rate)>, <Feature: MODE(loans.loan_type)>, <Feature: MODE(loans.repaid)>, <Feature: NUM_UNIQUE(loans.loan_type)>, <Feature: NUM_UNIQUE(loans.repaid)>, <Feature: SKEW(loans.loan_amount)>, <Feature: SKEW(loans.rate)>, <Feature: STD(loans.loan_amount)>, <Feature: STD(loans.rate)>, <Feature: SUM(loans.loan_amount)>, <Feature: SUM(loans.rate)>, <Feature: COUNT(payments)>, <Feature: MAX(payments.payment_amount)>, <Feature: MEAN(payments.payment_amount)>, <Feature: MIN(payments.payment_amount)>, <Feature: MODE(payments.missed)>, <Feature: NUM_UNIQUE(payments.missed)>, <Feature: SKEW(payments.payment_amount)>, <Feature: STD(payments.payment_amount)>, <Feature: SUM(payments.payment_amount)>, <Feature: DAY(joined)>, <Feature: MONTH(joined)>, <Feature: WEEKDAY(joined)>, <Feature: YEAR(joined)>, <Feature: MAX(loans.COUNT(payments))>, <Feature: MAX(loans.MEAN(payments.payment_amount))>, <Feature: MAX(loans.MIN(payments.payment_amount))>, <Feature: MAX(loans.NUM_UNIQUE(payments.missed))>, <Feature: MAX(loans.SKEW(payments.payment_amount))>, <Feature: MAX(loans.STD(payments.payment_amount))>, <Feature: MAX(loans.SUM(payments.payment_amount))>, <Feature: MEAN(loans.COUNT(payments))>, <Feature: MEAN(loans.MAX(payments.payment_amount))>, <Feature: MEAN(loans.MEAN(payments.payment_amount))>, <Feature: MEAN(loans.MIN(payments.payment_amount))>, <Feature: MEAN(loans.NUM_UNIQUE(payments.missed))>, <Feature: MEAN(loans.SKEW(payments.payment_amount))>, <Feature: MEAN(loans.STD(payments.payment_amount))>, <Feature: MEAN(loans.SUM(payments.payment_amount))>, <Feature: MIN(loans.COUNT(payments))>, <Feature: MIN(loans.MAX(payments.payment_amount))>, <Feature: MIN(loans.MEAN(payments.payment_amount))>, <Feature: MIN(loans.NUM_UNIQUE(payments.missed))>, <Feature: MIN(loans.SKEW(payments.payment_amount))>, <Feature: MIN(loans.STD(payments.payment_amount))>, <Feature: MIN(loans.SUM(payments.payment_amount))>, <Feature: MODE(loans.DAY(loan_end))>, <Feature: MODE(loans.DAY(loan_start))>, <Feature: MODE(loans.MODE(payments.missed))>, <Feature: MODE(loans.MONTH(loan_end))>, <Feature: MODE(loans.MONTH(loan_start))>, <Feature: MODE(loans.WEEKDAY(loan_end))>, <Feature: MODE(loans.WEEKDAY(loan_start))>, <Feature: MODE(loans.YEAR(loan_end))>, <Feature: MODE(loans.YEAR(loan_start))>, <Feature: NUM_UNIQUE(loans.DAY(loan_end))>, <Feature: NUM_UNIQUE(loans.DAY(loan_start))>, <Feature: NUM_UNIQUE(loans.MODE(payments.missed))>, <Feature: NUM_UNIQUE(loans.MONTH(loan_end))>, <Feature: NUM_UNIQUE(loans.MONTH(loan_start))>, <Feature: NUM_UNIQUE(loans.WEEKDAY(loan_end))>, <Feature: NUM_UNIQUE(loans.WEEKDAY(loan_start))>, <Feature: NUM_UNIQUE(loans.YEAR(loan_end))>, <Feature: NUM_UNIQUE(loans.YEAR(loan_start))>, <Feature: SKEW(loans.COUNT(payments))>, <Feature: SKEW(loans.MAX(payments.payment_amount))>, <Feature: SKEW(loans.MEAN(payments.payment_amount))>, <Feature: SKEW(loans.MIN(payments.payment_amount))>, <Feature: SKEW(loans.NUM_UNIQUE(payments.missed))>, <Feature: SKEW(loans.STD(payments.payment_amount))>, <Feature: SKEW(loans.SUM(payments.payment_amount))>, <Feature: STD(loans.COUNT(payments))>, <Feature: STD(loans.MAX(payments.payment_amount))>, <Feature: STD(loans.MEAN(payments.payment_amount))>, <Feature: STD(loans.MIN(payments.payment_amount))>, <Feature: STD(loans.NUM_UNIQUE(payments.missed))>, <Feature: STD(loans.SKEW(payments.payment_amount))>, <Feature: STD(loans.SUM(payments.payment_amount))>, <Feature: SUM(loans.MAX(payments.payment_amount))>, <Feature: SUM(loans.MEAN(payments.payment_amount))>, <Feature: SUM(loans.MIN(payments.payment_amount))>, <Feature: SUM(loans.NUM_UNIQUE(payments.missed))>, <Feature: SUM(loans.SKEW(payments.payment_amount))>, <Feature: SUM(loans.STD(payments.payment_amount))>, <Feature: MAX(payments.loans.loan_amount)>, <Feature: MAX(payments.loans.rate)>, <Feature: MEAN(payments.loans.loan_amount)>, <Feature: MEAN(payments.loans.rate)>, <Feature: MIN(payments.loans.loan_amount)>, <Feature: MIN(payments.loans.rate)>, <Feature: MODE(payments.loans.client_id)>, <Feature: MODE(payments.loans.loan_type)>, <Feature: MODE(payments.loans.repaid)>, <Feature: NUM_UNIQUE(payments.loans.client_id)>, <Feature: NUM_UNIQUE(payments.loans.loan_type)>, <Feature: NUM_UNIQUE(payments.loans.repaid)>, <Feature: SKEW(payments.loans.loan_amount)>, <Feature: SKEW(payments.loans.rate)>, <Feature: STD(payments.loans.loan_amount)>, <Feature: STD(payments.loans.rate)>, <Feature: SUM(payments.loans.loan_amount)>, <Feature: SUM(payments.loans.rate)>]
 auto_features: <class 'pandas.core.frame.DataFrame'>

[ML_FE_featuretools]: https://yunyaniu.blog.csdn.net/article/details/112303581
[ML_FE_featuretools 1]: https://yunyaniu.blog.csdn.net/article/details/112342155
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzQxMTg1ODY4_size_16_color_FFFFFF_t_70]: /images/20221119/a0b08ad5da09442ea94b4aab62b7f576.png