2023-2024 Science Benchmark Data:

Research Question: What are the trends in student performance across 6th, 7th, and 8th graders on science benchmark assessments over the academic year? Which specific questions or standards show consistent struggles or growth across all three benchmarks?

1. Load necessary libraries:

This part sets the foundation for the analysis, making sure all necessary tools are in place before moving on to data cleaning, exploration, and visualization. Without loading these libraries, the subsequent analysis wouldn’t be possible, so it’s a crucial preparatory step.

## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
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##     filter, lag
## The following objects are masked from 'package:base':
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##     intersect, setdiff, setequal, union
## 
## Attaching package: 'reshape2'
## The following object is masked from 'package:tidyr':
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##     smiths
## corrplot 0.92 loaded
## Warning: package 'gt' was built under R version 4.4.1
## 
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
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##     last_plot
## The following object is masked from 'package:stats':
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##     filter
## The following object is masked from 'package:graphics':
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##     layout

2. Explore the data

2.1 Load the data

This section establishes a solid base for my future exploration, cleaning, and analysis of student performance trends. I am now prepared to dive deeper into identifying trends and insights across benchmarks.

  • Reading 6th, 7th, and 8th Grade Benchmarks:

    • The read_excel() function is used to load the data for different grade levels and benchmarks. This includes data from three assessments for each grade, allowing us to analyze performance trends over time.

    • The benchmark sheets are labeled accordingly (e.g., “6th Grade Benchmark 1”, “7th Grade Benchmark 2”), and the data is read for each grade level separately.

  • Cleaning 7th Grade Data:

Here, I am importing the benchmark data for 6th, 7th, and 8th grades from an Excel file, pulling in data for each of the three benchmarks administered over the academic year.

## New names:
## New names:
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## New names:
## New names:
## New names:
## New names:
## • `` -> `...1`
## • `` -> `...25`
## • `` -> `...26`

2.2 Load all data into a list:

This section is about optimizing the way we handle multiple datasets by loading them into a list structure. This approach provides several benefits, especially for simplifying future data manipulation and ensuring consistency.

## New names:
## New names:
## New names:
## New names:
## New names:
## New names:
## New names:
## New names:
## New names:
## • `` -> `...1`
## • `` -> `...25`
## • `` -> `...26`

The repeated “New names” in the message above indicates an issue with column naming, similar to the previous section. It might be related to renaming variables or cleaning the column names, which will be done later once all the data is loaded into the list.

2.3 Examine the data structure

The goal here is to quickly inspect the first few rows of each dataset in benchmarks_list to confirm that the data has been loaded correctly and to get an initial sense of the structure.

## $`6th Grade Benchmark 1`
## # A tibble: 6 × 26
##   ...1   `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610` `611`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      86    82    88    88    96    57    57    61    73    56    57    87   
## 3 2      70    60    68    69    52    38    17    44    41    40    25    35   
## 4 3      30    39    44    46    40    14    30    26    36    43    35    22   
## 5 4      56    46    48    65    60    19    26    22    55    18    19    22   
## 6 5      56    67    44    57    60    43    48    44    36    25    30    35   
## # ℹ 13 more variables: `612` <chr>, `613` <chr>, `614` <chr>, `615` <chr>,
## #   `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>, `620` <chr>,
## #   `621` <chr>, `673` <chr>, ...25 <chr>, ...26 <chr>
## 
## $`6th Grade Benchmark 2`
## # A tibble: 6 × 26
##   ...1   `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610` `611`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      97    80    82    100   89    53    83    74    84    57    56    88   
## 3 2      56    69    67    74    63    58    31    41    64    35    30    69   
## 4 3      52    38    45    70    56    11    13    41    32    40    40    44   
## 5 4      52    42    49    62    48    32    35    37    32    32    30    38   
## 6 5      66    76    49    74    59    48    22    19    56    25    30    25   
## # ℹ 13 more variables: `612` <chr>, `613` <chr>, `614` <chr>, `615` <chr>,
## #   `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>, `620` <chr>,
## #   `621` <chr>, `673` <chr>, ...25 <chr>, ...26 <chr>
## 
## $` 6th Grade Benchmark 3`
## # A tibble: 6 × 26
##   ...1   `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610` `611`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      100   97    100   97    97    63    81    76    96    50    45    82.0…
## 3 2      76    86    73    70    78    60    47    64    55    20    25    60.7 
## 4 3      45    79    66    70    49    30    31    60    59    35    30    46.4 
## 5 4      69    54    52    74    63    41    50    48    63    41    45    60.7 
## 6 5      80    79    69    70    67    49    39    28    55    30    30    64.3 
## # ℹ 13 more variables: `612` <chr>, `613` <chr>, `614` <chr>, `615` <chr>,
## #   `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>, `620` <chr>,
## #   `621` <chr>, `673` <chr>, ...25 <chr>, ...26 <chr>
## 
## $`7th Grade Benchmark 1`
## # A tibble: 6 × 24
##   ...1   `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710` `711`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      3     3     0     12    30    18    21    23.8  11    9     15    39   
## 3 2      52    27    31    42    57    36    46    42.9  29    46    29    30   
## 4 3      28    57    19    50    47    36    33    47.6  54    28    43    61   
## 5 4      62    50    54    54    37    50    46    14.3  39    37    0     39   
## 6 5      59    53    42    50    23    46    58    28.6  39    37    15    17   
## # ℹ 11 more variables: `712` <chr>, `713` <chr>, `714` <chr>, `715` <chr>,
## #   `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>, `720` <chr>,
## #   `721` <chr>, ...24 <chr>
## 
## $`7th Grade Benchmark 2`
## # A tibble: 6 × 24
##   ...1   `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710` `711`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      0     57    4     65    23    20    25    26    12    46    34    30   
## 3 2      40    61    36    62    60    35    33    30    40    37    12    44   
## 4 3      13    61    8     69    67    70    50    44    64    46    34    52   
## 5 4      57    71    60    69    43    54    33    44    40    28    12    37   
## 6 5      50    61    52    73    47    39    21    48    24    0     23    48   
## # ℹ 11 more variables: `712` <chr>, `713` <chr>, `714` <chr>, `715` <chr>,
## #   `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>, `720` <chr>,
## #   `721` <chr>, ...24 <chr>
## 
## $`7th Grade Benchmark 3`
## # A tibble: 6 × 24
##   ...1   `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710` `711`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      18    70    37    65    25    29    29    18.5  36    23    50    27.6 
## 3 2      39    68    37    79    50    42    33    44.4  27    45    38    31   
## 4 3      89    84    93    68    79    63    48    48.1  73    45    50    65.5 
## 5 4      57    90    41    72    61    54    38    48.1  55    67    50    48.3 
## 6 5      68    78    44    86    57    33    29    37    27    34    25    31   
## # ℹ 11 more variables: `712` <chr>, `713` <chr>, `714` <chr>, `715` <chr>,
## #   `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>, `720` <chr>,
## #   `721` <chr>, ...24 <chr>
## 
## $`8th Grade Benchmark 1`
## # A tibble: 6 × 21
##   ...1   `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810` `811`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      90    69    86    20.7  28.6  38.5  49    44    22.2  43    31    39   
## 3 2      80    79    83    79.3  60.7  57.7  61    56    63    100   77    49   
## 4 3      72    83    76    69.5  46.4  30.8  46    41    33    15    16    36   
## 5 4      83    79    90    75.9… 53.6  46.2  68    63    51.9  43    31    58   
## 6 5      76    76    69    65.5  35.7  53.8  60    56    63    15    54    47   
## # ℹ 8 more variables: `812` <chr>, `813` <chr>, `814` <chr>, `815` <chr>,
## #   `816` <chr>, `817` <chr>, `818` <chr>, ...21 <chr>
## 
## $`8th Grade Benchmark 2`
## # A tibble: 6 × 21
##   ...1   `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810` `811`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      87    92    86    48    40    63    64    70    85    29    17    52   
## 3 2      90    96    83    80    74    70    77    78    92    43    25    61   
## 4 3      77    71    90    61    70    59    77    57    88    43    34    57   
## 5 4      97    83    97    77    59    74    82    57    85    29    25    35   
## 6 5      73    71    93    74    66    74    64    61    81    43    34    48   
## # ℹ 8 more variables: `812` <chr>, `813` <chr>, `814` <chr>, `815` <chr>,
## #   `816` <chr>, `817` <chr>, `818` <chr>, ...21 <chr>
## 
## $`8th Grade Benchmark 3`
## # A tibble: 6 × 21
##   ...1   `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810` `811`
##   <chr>  <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 Quest… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co… % Co…
## 2 1      <NA>  <NA>  <NA>  <NA>  62    28    <NA>  <NA>  61    17    50    <NA> 
## 3 2      <NA>  <NA>  <NA>  <NA>  86    84    <NA>  <NA>  79    34    34    <NA> 
## 4 3      <NA>  <NA>  <NA>  <NA>  93    88    <NA>  <NA>  75    50    42    <NA> 
## 5 4      <NA>  <NA>  <NA>  <NA>  79    56    <NA>  <NA>  61    0     50    <NA> 
## 6 5      <NA>  <NA>  <NA>  <NA>  90    92    <NA>  <NA>  93    0     50    <NA> 
## # ℹ 8 more variables: `812` <chr>, `813` <chr>, `814` <chr>, `815` <chr>,
## #   `816` <chr>, `817` <chr>, `818` <chr>, ...21 <chr>

The list structure ($-sign notation) shows that each dataset is being listed by its sheet name (e.g., $6th Grade Benchmark 1, $7th Grade Benchmark 2`, etc.).

The other outputs are the first few rows of each dataset, displaying the varaibles for each.

## tibble [28 × 21] (S3: tbl_df/tbl/data.frame)
##  $ ...1 : chr [1:28] "Question" "1" "2" "3" ...
##  $ 800  : chr [1:28] "% Correct" NA NA NA ...
##  $ 801  : chr [1:28] "% Correct" NA NA NA ...
##  $ 802  : chr [1:28] "% Correct" NA NA NA ...
##  $ 803  : chr [1:28] "% Correct" NA NA NA ...
##  $ 804  : chr [1:28] "% Correct" "62" "86" "93" ...
##  $ 805  : chr [1:28] "% Correct" "28" "84" "88" ...
##  $ 806  : chr [1:28] "% Correct" NA NA NA ...
##  $ 807  : chr [1:28] "% Correct" NA NA NA ...
##  $ 808  : chr [1:28] "% Correct" "61" "79" "75" ...
##  $ 809  : chr [1:28] "% Correct" "17" "34" "50" ...
##  $ 810  : chr [1:28] "% Correct" "50" "34" "42" ...
##  $ 811  : chr [1:28] "% Correct" NA NA NA ...
##  $ 812  : chr [1:28] "% Correct" NA NA NA ...
##  $ 813  : chr [1:28] "% Correct" "90" "87" "80" ...
##  $ 814  : chr [1:28] "% Correct" NA NA NA ...
##  $ 815  : chr [1:28] "% Correct" NA NA NA ...
##  $ 816  : chr [1:28] "% Correct" NA NA NA ...
##  $ 817  : chr [1:28] "% Correct" NA NA NA ...
##  $ 818  : chr [1:28] "% Correct" "85" "80" "80" ...
##  $ ...21: chr [1:28] "Per Question Average" "56.1428571428571" "69.1428571428571" "72.5714285714286" ...

It appears the % Correct row is part of the data and will interfere with further analysis. I’ll address this issue in the next section by cleaning each tab to prepare for proper visualization and exploration.

  • Key Observations on Data Structure:

    • Column Headers: The first column, which should represent question numbers, lacks a clear label. Renaming it to “Questions” will improve clarity.

    • Subheadings: The remaining columns, currently labeled “% Correct,” need to be renamed to reflect the class numbers (e.g., “600,” “817”) for accurate analysis and easy reference.

    • Tidy Data: Ensuring each variable has its own column and each observation its own row, following tidy data principles, will streamline data manipulation and reduce errors during analysis.

2.4 Visualize Missing Values:

In this section, we assess data quality by visualizing missing values across the benchmark datasets. Identifying missing data early on helps determine if any imputation or cleaning is necessary to ensure reliable analysis.

Findings:

  • 7th Grade Benchmark 2: One column has 96% missing values, indicating potential issues with data collection or formatting.

  • 8th Grade Benchmark 3: Twelve columns contain 96% missing values, with 43.5% of the dataset being present and 56.5% missing. This could significantly affect the analysis if not addressed.

  • Other Datasets: No missing values are detected in the remaining datasets.

2.5 Explore Each Tab:

In this section, we iterate through the first three benchmark datasets (6th Grade Benchmark 1, 6th Grade Benchmark 2, 6th Grade Benchmark 3) and perform the following actions:

  • Remove Redundant Rows: The first row, which contains ‘% Correct,’ is removed as it does not represent relevant data.

  • Rename Columns: The first column is renamed to “Questions,” while the last two columns are renamed “Per_Question_Average” and “Skills” for clarity and consistency.

## tibble [27 × 26] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 600                 : chr [1:27] "86" "70" "30" "56" ...
##  $ 601                 : chr [1:27] "82" "60" "39" "46" ...
##  $ 602                 : chr [1:27] "88" "68" "44" "48" ...
##  $ 603                 : chr [1:27] "88" "69" "46" "65" ...
##  $ 604                 : chr [1:27] "96" "52" "40" "60" ...
##  $ 605                 : chr [1:27] "57" "38" "14" "19" ...
##  $ 606                 : chr [1:27] "57" "17" "30" "26" ...
##  $ 607                 : chr [1:27] "61" "44" "26" "22" ...
##  $ 608                 : chr [1:27] "73" "41" "36" "55" ...
##  $ 609                 : chr [1:27] "56" "40" "43" "18" ...
##  $ 610                 : chr [1:27] "57" "25" "35" "19" ...
##  $ 611                 : chr [1:27] "87" "35" "22" "22" ...
##  $ 612                 : chr [1:27] "69" "42" "15" "42" ...
##  $ 613                 : chr [1:27] "82" "30" "26" "37" ...
##  $ 614                 : chr [1:27] "67" "42" "21" "28" ...
##  $ 615                 : chr [1:27] "86.2" "58.6" "27.6" "24.1" ...
##  $ 616                 : chr [1:27] "78" "50" "21" "46" ...
##  $ 617                 : chr [1:27] "77" "39" "23" "46" ...
##  $ 618                 : chr [1:27] "60.9" "39.1" "17.4" "30.4" ...
##  $ 619                 : chr [1:27] "86.7" "56.7" "23.3" "30" ...
##  $ 620                 : chr [1:27] "77.8" "55.6" "37" "40.7" ...
##  $ 621                 : chr [1:27] "85" "60" "45" "40" ...
##  $ 673                 : chr [1:27] "43" "30" "39" "45" ...
##  $ Per_Question_Average: chr [1:27] "73.9391304347826" "46.1739130434783" "30.4478260869565" "37.6173913043478" ...
##  $ Skills              : chr [1:27] "Question and Problem" "Analyze and Interpret Data/ Cause and Effect" "Construct an Explanations and Design Solutions/ Cause and Effect" "Plan and Carry Out Investigations" ...

We did the same process as previous in the second set of benchmark datasets (4th to 6th in the list, corresponding to the 7th Grade Benchmark 1, 7th Grade Benchmark 2, and 7th Grade Benchmark 3).

## tibble [27 × 24] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 700                 : chr [1:27] "3" "52" "28" "62" ...
##  $ 701                 : chr [1:27] "3" "27" "57" "50" ...
##  $ 702                 : chr [1:27] "0" "31" "19" "54" ...
##  $ 703                 : chr [1:27] "12" "42" "50" "54" ...
##  $ 704                 : chr [1:27] "30" "57" "47" "37" ...
##  $ 705                 : chr [1:27] "18" "36" "36" "50" ...
##  $ 706                 : chr [1:27] "21" "46" "33" "46" ...
##  $ 707                 : chr [1:27] "23.8" "42.9" "47.6" "14.3" ...
##  $ 708                 : chr [1:27] "11" "29" "54" "39" ...
##  $ 709                 : chr [1:27] "9" "46" "28" "37" ...
##  $ 710                 : chr [1:27] "15" "29" "43" "0" ...
##  $ 711                 : chr [1:27] "39" "30" "61" "39" ...
##  $ 712                 : chr [1:27] "18" "57" "68" "43" ...
##  $ 713                 : chr [1:27] "24" "38" "48" "48" ...
##  $ 714                 : chr [1:27] "30" "56" "59" "44" ...
##  $ 715                 : chr [1:27] "7" "37" "13" "63" ...
##  $ 716                 : chr [1:27] "0" "44" "22" "59" ...
##  $ 717                 : chr [1:27] "6.9" "37.9" "55.2" "17.2" ...
##  $ 718                 : chr [1:27] "33" "33" "44" "33" ...
##  $ 719                 : chr [1:27] "14" "28" "59" "52" ...
##  $ 720                 : chr [1:27] "13" "33" "46" "46" ...
##  $ 721                 : chr [1:27] "14" "39" "32" "14" ...
##  $ Per_Question_Average: chr [1:27] "15.6681818181818" "39.5818181818182" "43.1727272727273" "40.9772727272727" ...

Again, here we are cleaning and renaming the last three benchmark datasets (8th Grade Benchmark 1, 8th Grade Benchmark 2, and 8th Grade Benchmark 3)

## tibble [27 × 21] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 800                 : chr [1:27] "90" "80" "72" "83" ...
##  $ 801                 : chr [1:27] "69" "79" "83" "79" ...
##  $ 802                 : chr [1:27] "86" "83" "76" "90" ...
##  $ 803                 : chr [1:27] "20.7" "79.3" "69.5" "75.90000000000001" ...
##  $ 804                 : chr [1:27] "28.6" "60.7" "46.4" "53.6" ...
##  $ 805                 : chr [1:27] "38.5" "57.7" "30.8" "46.2" ...
##  $ 806                 : chr [1:27] "49" "61" "46" "68" ...
##  $ 807                 : chr [1:27] "44" "56" "41" "63" ...
##  $ 808                 : chr [1:27] "22.2" "63" "33" "51.9" ...
##  $ 809                 : chr [1:27] "43" "100" "15" "43" ...
##  $ 810                 : chr [1:27] "31" "77" "16" "31" ...
##  $ 811                 : chr [1:27] "39" "49" "36" "58" ...
##  $ 812                 : chr [1:27] "36" "57" "43" "64" ...
##  $ 813                 : chr [1:27] "32" "39" "32" "21" ...
##  $ 814                 : chr [1:27] "53" "70" "63" "63" ...
##  $ 815                 : chr [1:27] "39" "53" "39" "67" ...
##  $ 816                 : chr [1:27] "81" "85" "77" "85" ...
##  $ 817                 : chr [1:27] "22" "70" "61" "48" ...
##  $ 818                 : chr [1:27] "43" "73" "50" "46" ...
##  $ Per_Question_Average: chr [1:27] "45.6315789473684" "68.0368421052632" "48.9315789473684" "59.8210526315789" ...

By applying these changes, the datasets now have a cleaner, more uniform structure, making further analysis easier and more accurate.

## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         <NA>  <NA>  <NA>  <NA>  62    28    <NA>  <NA>  61    17    50   
## 2 2         <NA>  <NA>  <NA>  <NA>  86    84    <NA>  <NA>  79    34    34   
## 3 3         <NA>  <NA>  <NA>  <NA>  93    88    <NA>  <NA>  75    50    42   
## 4 4         <NA>  <NA>  <NA>  <NA>  79    56    <NA>  <NA>  61    0     50   
## 5 5         <NA>  <NA>  <NA>  <NA>  90    92    <NA>  <NA>  93    0     50   
## 6 6         <NA>  <NA>  <NA>  <NA>  83    84    <NA>  <NA>  79    67    25   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <chr>

Next, I implement a crucial step to ensure the integrity of our data before proceeding with further analysis: checking for any empty data frames within our benchmarks_list.

The primary goal is to identify any data frames that may not contain any rows (i.e., are empty). This is an important quality control step, as empty data frames could indicate issues with data loading or data extraction processes. These empty frames would not provide any useful information for our analysis and could lead to errors if not addressed.

##  6th Grade Benchmark 1  6th Grade Benchmark 2  6th Grade Benchmark 3 
##                  FALSE                  FALSE                  FALSE 
##  7th Grade Benchmark 1  7th Grade Benchmark 2  7th Grade Benchmark 3 
##                  FALSE                  FALSE                  FALSE 
##  8th Grade Benchmark 1  8th Grade Benchmark 2  8th Grade Benchmark 3 
##                  FALSE                  FALSE                  FALSE

The printed output above shows that none of the benchmark datasets are empty. it indicates that all datasets contain data and are ready for further analysis.

The next exploration section plays a crucial role in both understanding the datasets and preparing for more detailed analyses. It highlights not only the overall performance trends but also areas where students may need additional support.

## 
## 
## ### Exploring Benchmark 1 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         86    82    88    88    96    57    57    61    73    56    57   
## 2 2         70    60    68    69    52    38    17    44    41    40    25   
## 3 3         30    39    44    46    40    14    30    26    36    43    35   
## 4 4         56    46    48    65    60    19    26    22    55    18    19   
## 5 5         56    67    44    57    60    43    48    44    36    25    30   
## 6 6         80    78    80    76    60    29    48    48    32    37    30   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <chr>,
## #   Skills <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 26] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 600                 : chr [1:27] "86" "70" "30" "56" ...
##  $ 601                 : chr [1:27] "82" "60" "39" "46" ...
##  $ 602                 : chr [1:27] "88" "68" "44" "48" ...
##  $ 603                 : chr [1:27] "88" "69" "46" "65" ...
##  $ 604                 : chr [1:27] "96" "52" "40" "60" ...
##  $ 605                 : chr [1:27] "57" "38" "14" "19" ...
##  $ 606                 : chr [1:27] "57" "17" "30" "26" ...
##  $ 607                 : chr [1:27] "61" "44" "26" "22" ...
##  $ 608                 : chr [1:27] "73" "41" "36" "55" ...
##  $ 609                 : chr [1:27] "56" "40" "43" "18" ...
##  $ 610                 : chr [1:27] "57" "25" "35" "19" ...
##  $ 611                 : chr [1:27] "87" "35" "22" "22" ...
##  $ 612                 : chr [1:27] "69" "42" "15" "42" ...
##  $ 613                 : chr [1:27] "82" "30" "26" "37" ...
##  $ 614                 : chr [1:27] "67" "42" "21" "28" ...
##  $ 615                 : chr [1:27] "86.2" "58.6" "27.6" "24.1" ...
##  $ 616                 : chr [1:27] "78" "50" "21" "46" ...
##  $ 617                 : chr [1:27] "77" "39" "23" "46" ...
##  $ 618                 : chr [1:27] "60.9" "39.1" "17.4" "30.4" ...
##  $ 619                 : chr [1:27] "86.7" "56.7" "23.3" "30" ...
##  $ 620                 : chr [1:27] "77.8" "55.6" "37" "40.7" ...
##  $ 621                 : chr [1:27] "85" "60" "45" "40" ...
##  $ 673                 : chr [1:27] "43" "30" "39" "45" ...
##  $ Per_Question_Average: chr [1:27] "73.9391304347826" "46.1739130434783" "30.4478260869565" "37.6173913043478" ...
##  $ Skills              : chr [1:27] "Question and Problem" "Analyze and Interpret Data/ Cause and Effect" "Construct an Explanations and Design Solutions/ Cause and Effect" "Plan and Carry Out Investigations" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             600                601                602           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      603                604                605                606           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      607                608                609                610           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      611                612                613                614           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      615                616                617                618           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      619                620                621                673           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##  Per_Question_Average    Skills         
##  Length:27            Length:27         
##  Class :character     Class :character  
##  Mode  :character     Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion
## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###
## 
## 
## ### Exploring Benchmark 2 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         97    80    82    100   89    53    83    74    84    57    56   
## 2 2         56    69    67    74    63    58    31    41    64    35    30   
## 3 3         52    38    45    70    56    11    13    41    32    40    40   
## 4 4         52    42    49    62    48    32    35    37    32    32    30   
## 5 5         66    76    49    74    59    48    22    19    56    25    30   
## 6 6         59    63    67    93    71    48    52    52    60    37    35   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <chr>,
## #   Skills <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 26] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 600                 : chr [1:27] "97" "56" "52" "52" ...
##  $ 601                 : chr [1:27] "80" "69" "38" "42" ...
##  $ 602                 : chr [1:27] "82" "67" "45" "49" ...
##  $ 603                 : chr [1:27] "100" "74" "70" "62" ...
##  $ 604                 : chr [1:27] "89" "63" "56" "48" ...
##  $ 605                 : chr [1:27] "53" "58" "11" "32" ...
##  $ 606                 : chr [1:27] "83" "31" "13" "35" ...
##  $ 607                 : chr [1:27] "74" "41" "41" "37" ...
##  $ 608                 : chr [1:27] "84" "64" "32" "32" ...
##  $ 609                 : chr [1:27] "57" "35" "40" "32" ...
##  $ 610                 : chr [1:27] "56" "30" "40" "30" ...
##  $ 611                 : chr [1:27] "88" "69" "44" "38" ...
##  $ 612                 : chr [1:27] "88" "44" "20" "52" ...
##  $ 613                 : chr [1:27] "88" "50" "38" "50" ...
##  $ 614                 : chr [1:27] "82" "59" "27" "41" ...
##  $ 615                 : chr [1:27] "82" "79" "54" "29" ...
##  $ 616                 : chr [1:27] "78" "56" "37" "23" ...
##  $ 617                 : chr [1:27] "69" "50" "12" "35" ...
##  $ 618                 : chr [1:27] "71" "59" "26" "37" ...
##  $ 619                 : chr [1:27] "82" "57" "29" "64" ...
##  $ 620                 : chr [1:27] "73" "50" "27" "50" ...
##  $ 621                 : chr [1:27] "95" "45" "55" "50" ...
##  $ 673                 : chr [1:27] "45" "35" "25" "30" ...
##  $ Per_Question_Average: chr [1:27] "78.8571428571429" "55.2857142857143" "35.8095238095238" "41.4285714285714" ...
##  $ Skills              : chr [1:27] "Question and Problem" "Analyze and Interpret Data/ Cause and Effect" "Construct an Explanations and Design Solutions/ Cause and Effect" "Plan and Carry Out Investigations" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             600                601                602           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      603                604                605                606           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      607                608                609                610           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      611                612                613                614           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      615                616                617                618           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      619                620                621                673           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##  Per_Question_Average    Skills         
##  Length:27            Length:27         
##  Class :character     Class :character  
##  Mode  :character     Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion

## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###
## 
## 
## ### Exploring Benchmark 3 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         100   97    100   97    97    63    81    76    96    50    45   
## 2 2         76    86    73    70    78    60    47    64    55    20    25   
## 3 3         45    79    66    70    49    30    31    60    59    35    30   
## 4 4         69    54    52    74    63    41    50    48    63    41    45   
## 5 5         80    79    69    70    67    49    39    28    55    30    30   
## 6 6         90    93    83    90    86    67    70    68    67    25    20   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <chr>,
## #   Skills <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 26] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 600                 : chr [1:27] "100" "76" "45" "69" ...
##  $ 601                 : chr [1:27] "97" "86" "79" "54" ...
##  $ 602                 : chr [1:27] "100" "73" "66" "52" ...
##  $ 603                 : chr [1:27] "97" "70" "70" "74" ...
##  $ 604                 : chr [1:27] "97" "78" "49" "63" ...
##  $ 605                 : chr [1:27] "63" "60" "30" "41" ...
##  $ 606                 : chr [1:27] "81" "47" "31" "50" ...
##  $ 607                 : chr [1:27] "76" "64" "60" "48" ...
##  $ 608                 : chr [1:27] "96" "55" "59" "63" ...
##  $ 609                 : chr [1:27] "50" "20" "35" "41" ...
##  $ 610                 : chr [1:27] "45" "25" "30" "45" ...
##  $ 611                 : chr [1:27] "82.09999999999999" "60.7" "46.4" "60.7" ...
##  $ 612                 : chr [1:27] "89.3" "60.7" "39.3" "64.3" ...
##  $ 613                 : chr [1:27] "86.7" "66.7" "53.3" "50" ...
##  $ 614                 : chr [1:27] "78.59999999999999" "53.6" "46.4" "64.3" ...
##  $ 615                 : chr [1:27] "93" "50" "50" "57" ...
##  $ 616                 : chr [1:27] "93" "68" "43" "43" ...
##  $ 617                 : chr [1:27] "72.40000000000001" "58.6" "17.2" "41.4" ...
##  $ 618                 : chr [1:27] "84" "64" "28" "52" ...
##  $ 619                 : chr [1:27] "90" "76" "31" "83" ...
##  $ 620                 : chr [1:27] "76" "80" "44" "92" ...
##  $ 621                 : chr [1:27] "100" "80" "60" "65" ...
##  $ 673                 : chr [1:27] "20" "24" "25" "30" ...
##  $ Per_Question_Average: chr [1:27] "81.17826086956519" "60.7086956521739" "45.1130434782609" "56.6391304347826" ...
##  $ Skills              : chr [1:27] "Question and Problem" "Analyze and Interpret Data/ Cause and Effect" "Construct an Explanations and Design Solutions/ Cause and Effect" "Plan and Carry Out Investigations" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             600                601                602           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      603                604                605                606           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      607                608                609                610           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      611                612                613                614           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      615                616                617                618           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      619                620                621                673           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##  Per_Question_Average    Skills         
##  Length:27            Length:27         
##  Class :character     Class :character  
##  Mode  :character     Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion

## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###
## 
## 
## ### Exploring Benchmark 4 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         3     3     0     12    30    18    21    23.8  11    9     15   
## 2 2         52    27    31    42    57    36    46    42.9  29    46    29   
## 3 3         28    57    19    50    47    36    33    47.6  54    28    43   
## 4 4         62    50    54    54    37    50    46    14.3  39    37    0    
## 5 5         59    53    42    50    23    46    58    28.6  39    37    15   
## 6 6         45    40    42    27    40    27    25    23.8  54    27    15   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 24] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 700                 : chr [1:27] "3" "52" "28" "62" ...
##  $ 701                 : chr [1:27] "3" "27" "57" "50" ...
##  $ 702                 : chr [1:27] "0" "31" "19" "54" ...
##  $ 703                 : chr [1:27] "12" "42" "50" "54" ...
##  $ 704                 : chr [1:27] "30" "57" "47" "37" ...
##  $ 705                 : chr [1:27] "18" "36" "36" "50" ...
##  $ 706                 : chr [1:27] "21" "46" "33" "46" ...
##  $ 707                 : chr [1:27] "23.8" "42.9" "47.6" "14.3" ...
##  $ 708                 : chr [1:27] "11" "29" "54" "39" ...
##  $ 709                 : chr [1:27] "9" "46" "28" "37" ...
##  $ 710                 : chr [1:27] "15" "29" "43" "0" ...
##  $ 711                 : chr [1:27] "39" "30" "61" "39" ...
##  $ 712                 : chr [1:27] "18" "57" "68" "43" ...
##  $ 713                 : chr [1:27] "24" "38" "48" "48" ...
##  $ 714                 : chr [1:27] "30" "56" "59" "44" ...
##  $ 715                 : chr [1:27] "7" "37" "13" "63" ...
##  $ 716                 : chr [1:27] "0" "44" "22" "59" ...
##  $ 717                 : chr [1:27] "6.9" "37.9" "55.2" "17.2" ...
##  $ 718                 : chr [1:27] "33" "33" "44" "33" ...
##  $ 719                 : chr [1:27] "14" "28" "59" "52" ...
##  $ 720                 : chr [1:27] "13" "33" "46" "46" ...
##  $ 721                 : chr [1:27] "14" "39" "32" "14" ...
##  $ Per_Question_Average: chr [1:27] "15.6681818181818" "39.5818181818182" "43.1727272727273" "40.9772727272727" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             700                701                702           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      703                704                705                706           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      707                708                709                710           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      711                712                713                714           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      715                716                717                718           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      719                720                721            Per_Question_Average
##  Length:27          Length:27          Length:27          Length:27           
##  Class :character   Class :character   Class :character   Class :character    
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion

## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###
## 
## 
## ### Exploring Benchmark 5 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         0     57    4     65    23    20    25    26    12    46    34   
## 2 2         40    61    36    62    60    35    33    30    40    37    12   
## 3 3         13    61    8     69    67    70    50    44    64    46    34   
## 4 4         57    71    60    69    43    54    33    44    40    28    12   
## 5 5         50    61    52    73    47    39    21    48    24    0     23   
## 6 6         57    61    60    65    30    31    42    35    40    73    23   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 24] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 700                 : chr [1:27] "0" "40" "13" "57" ...
##  $ 701                 : chr [1:27] "57" "61" "61" "71" ...
##  $ 702                 : chr [1:27] "4" "36" "8" "60" ...
##  $ 703                 : chr [1:27] "65" "62" "69" "69" ...
##  $ 704                 : chr [1:27] "23" "60" "67" "43" ...
##  $ 705                 : chr [1:27] "20" "35" "70" "54" ...
##  $ 706                 : chr [1:27] "25" "33" "50" "33" ...
##  $ 707                 : chr [1:27] "26" "30" "44" "44" ...
##  $ 708                 : chr [1:27] "12" "40" "64" "40" ...
##  $ 709                 : chr [1:27] "46" "37" "46" "28" ...
##  $ 710                 : chr [1:27] "34" "12" "34" "12" ...
##  $ 711                 : chr [1:27] "30" "44" "52" "37" ...
##  $ 712                 : chr [1:27] "10" "38" "59" "52" ...
##  $ 713                 : chr [1:27] "26" "44" "52" "44" ...
##  $ 714                 : chr [1:27] "25" "64" "61" "61" ...
##  $ 715                 : chr [1:27] "3" "43" "20" "57" ...
##  $ 716                 : chr [1:27] "4" "68" "16" "64" ...
##  $ 717                 : chr [1:27] "28" "62" "59" "59" ...
##  $ 718                 : chr [1:27] "32" "25" "54" "43" ...
##  $ 719                 : chr [1:27] "68" "75" "75" "82" ...
##  $ 720                 : chr [1:27] NA NA NA NA ...
##  $ 721                 : chr [1:27] "54" "75" "47" "68" ...
##  $ Per_Question_Average: chr [1:27] "28.1904761904762" "46.8571428571429" "48.6190476190476" "51.3333333333333" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             700                701                702           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      703                704                705                706           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      707                708                709                710           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      711                712                713                714           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      715                716                717                718           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      719                720                721            Per_Question_Average
##  Length:27          Length:27          Length:27          Length:27           
##  Class :character   Class :character   Class :character   Class :character    
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion

## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###
## 
## 
## ### Exploring Benchmark 6 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         18    70    37    65    25    29    29    18.5  36    23    50   
## 2 2         39    68    37    79    50    42    33    44.4  27    45    38   
## 3 3         89    84    93    68    79    63    48    48.1  73    45    50   
## 4 4         57    90    41    72    61    54    38    48.1  55    67    50   
## 5 5         68    78    44    86    57    33    29    37    27    34    25   
## 6 6         57    70    85    82    46    33    24    22.2  36    78    13   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 24] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 700                 : chr [1:27] "18" "39" "89" "57" ...
##  $ 701                 : chr [1:27] "70" "68" "84" "90" ...
##  $ 702                 : chr [1:27] "37" "37" "93" "41" ...
##  $ 703                 : chr [1:27] "65" "79" "68" "72" ...
##  $ 704                 : chr [1:27] "25" "50" "79" "61" ...
##  $ 705                 : chr [1:27] "29" "42" "63" "54" ...
##  $ 706                 : chr [1:27] "29" "33" "48" "38" ...
##  $ 707                 : chr [1:27] "18.5" "44.4" "48.1" "48.1" ...
##  $ 708                 : chr [1:27] "36" "27" "73" "55" ...
##  $ 709                 : chr [1:27] "23" "45" "45" "67" ...
##  $ 710                 : chr [1:27] "50" "38" "50" "50" ...
##  $ 711                 : chr [1:27] "27.6" "31" "65.5" "48.3" ...
##  $ 712                 : chr [1:27] "15.4" "50" "76.90000000000001" "76.90000000000001" ...
##  $ 713                 : chr [1:27] "31" "34.5" "58.6" "34.5" ...
##  $ 714                 : chr [1:27] "44.8" "51.7" "69" "58.6" ...
##  $ 715                 : chr [1:27] "46" "55" "91" "34" ...
##  $ 716                 : chr [1:27] "48" "26" "65" "48" ...
##  $ 717                 : chr [1:27] "28" "21" "48" "28" ...
##  $ 718                 : chr [1:27] "67" "54" "54" "71" ...
##  $ 719                 : chr [1:27] "57" "57" "82" "72" ...
##  $ 720                 : chr [1:27] "32" "37" "53" "47" ...
##  $ 721                 : chr [1:27] "92" "97" "92" "100" ...
##  $ Per_Question_Average: chr [1:27] "40.4227272727273" "46.2090909090909" "67.9590909090909" "56.8818181818182" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             700                701                702           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      703                704                705                706           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      707                708                709                710           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      711                712                713                714           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      715                716                717                718           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      719                720                721            Per_Question_Average
##  Length:27          Length:27          Length:27          Length:27           
##  Class :character   Class :character   Class :character   Class :character    
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion

## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###
## 
## 
## ### Exploring Benchmark 7 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803`    `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr>    <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         90    69    86    20.7     28.6  38.5  49    44    22.2  43    31   
## 2 2         80    79    83    79.3     60.7  57.7  61    56    63    100   77   
## 3 3         72    83    76    69.5     46.4  30.8  46    41    33    15    16   
## 4 4         83    79    90    75.9000… 53.6  46.2  68    63    51.9  43    31   
## 5 5         76    76    69    65.5     35.7  53.8  60    56    63    15    54   
## 6 6         48    33    28    65.5     8     24    43    39    59.3  50    46   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 21] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 800                 : chr [1:27] "90" "80" "72" "83" ...
##  $ 801                 : chr [1:27] "69" "79" "83" "79" ...
##  $ 802                 : chr [1:27] "86" "83" "76" "90" ...
##  $ 803                 : chr [1:27] "20.7" "79.3" "69.5" "75.90000000000001" ...
##  $ 804                 : chr [1:27] "28.6" "60.7" "46.4" "53.6" ...
##  $ 805                 : chr [1:27] "38.5" "57.7" "30.8" "46.2" ...
##  $ 806                 : chr [1:27] "49" "61" "46" "68" ...
##  $ 807                 : chr [1:27] "44" "56" "41" "63" ...
##  $ 808                 : chr [1:27] "22.2" "63" "33" "51.9" ...
##  $ 809                 : chr [1:27] "43" "100" "15" "43" ...
##  $ 810                 : chr [1:27] "31" "77" "16" "31" ...
##  $ 811                 : chr [1:27] "39" "49" "36" "58" ...
##  $ 812                 : chr [1:27] "36" "57" "43" "64" ...
##  $ 813                 : chr [1:27] "32" "39" "32" "21" ...
##  $ 814                 : chr [1:27] "53" "70" "63" "63" ...
##  $ 815                 : chr [1:27] "39" "53" "39" "67" ...
##  $ 816                 : chr [1:27] "81" "85" "77" "85" ...
##  $ 817                 : chr [1:27] "22" "70" "61" "48" ...
##  $ 818                 : chr [1:27] "43" "73" "50" "46" ...
##  $ Per_Question_Average: chr [1:27] "45.6315789473684" "68.0368421052632" "48.9315789473684" "59.8210526315789" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             800                801                802           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      803                804                805                806           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      807                808                809                810           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      811                812                813                814           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      815                816                817                818           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##  Per_Question_Average
##  Length:27           
##  Class :character    
##  Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion

## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###
## 
## 
## ### Exploring Benchmark 8 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         87    92    86    48    40    63    64    70    85    29    17   
## 2 2         90    96    83    80    74    70    77    78    92    43    25   
## 3 3         77    71    90    61    70    59    77    57    88    43    34   
## 4 4         97    83    97    77    59    74    82    57    85    29    25   
## 5 5         73    71    93    74    66    74    64    61    81    43    34   
## 6 6         43    33    45    35    22    61    64    43    70    29    25   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 21] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 800                 : chr [1:27] "87" "90" "77" "97" ...
##  $ 801                 : chr [1:27] "92" "96" "71" "83" ...
##  $ 802                 : chr [1:27] "86" "83" "90" "97" ...
##  $ 803                 : chr [1:27] "48" "80" "61" "77" ...
##  $ 804                 : chr [1:27] "40" "74" "70" "59" ...
##  $ 805                 : chr [1:27] "63" "70" "59" "74" ...
##  $ 806                 : chr [1:27] "64" "77" "77" "82" ...
##  $ 807                 : chr [1:27] "70" "78" "57" "57" ...
##  $ 808                 : chr [1:27] "85" "92" "88" "85" ...
##  $ 809                 : chr [1:27] "29" "43" "43" "29" ...
##  $ 810                 : chr [1:27] "17" "25" "34" "25" ...
##  $ 811                 : chr [1:27] "52" "61" "57" "35" ...
##  $ 812                 : chr [1:27] "33" "70" "27" "53" ...
##  $ 813                 : chr [1:27] "86" "83" "79" "90" ...
##  $ 814                 : chr [1:27] "69" "76" "62" "72" ...
##  $ 815                 : chr [1:27] "72" "92" "68" "92" ...
##  $ 816                 : chr [1:27] "80" "73" "77" "80" ...
##  $ 817                 : chr [1:27] "38" "76" "55" "79" ...
##  $ 818                 : chr [1:27] "75" "79" "79" "87" ...
##  $ Per_Question_Average: chr [1:27] "62.4210526315789" "74.6315789473684" "64.78947368421051" "71.21052631578949" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             800                801                802           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      803                804                805                806           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      807                808                809                810           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      811                812                813                814           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      815                816                817                818           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##  Per_Question_Average
##  Length:27           
##  Class :character    
##  Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion

## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###
## 
## 
## ### Exploring Benchmark 9 ###
## ### First Few Rows of the Data ###
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         <NA>  <NA>  <NA>  <NA>  62    28    <NA>  <NA>  61    17    50   
## 2 2         <NA>  <NA>  <NA>  <NA>  86    84    <NA>  <NA>  79    34    34   
## 3 3         <NA>  <NA>  <NA>  <NA>  93    88    <NA>  <NA>  75    50    42   
## 4 4         <NA>  <NA>  <NA>  <NA>  79    56    <NA>  <NA>  61    0     50   
## 5 5         <NA>  <NA>  <NA>  <NA>  90    92    <NA>  <NA>  93    0     50   
## 6 6         <NA>  <NA>  <NA>  <NA>  83    84    <NA>  <NA>  79    67    25   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <chr>
## 
## ### Structure of the Data ###
## tibble [27 × 21] (S3: tbl_df/tbl/data.frame)
##  $ Questions           : chr [1:27] "1" "2" "3" "4" ...
##  $ 800                 : chr [1:27] NA NA NA NA ...
##  $ 801                 : chr [1:27] NA NA NA NA ...
##  $ 802                 : chr [1:27] NA NA NA NA ...
##  $ 803                 : chr [1:27] NA NA NA NA ...
##  $ 804                 : chr [1:27] "62" "86" "93" "79" ...
##  $ 805                 : chr [1:27] "28" "84" "88" "56" ...
##  $ 806                 : chr [1:27] NA NA NA NA ...
##  $ 807                 : chr [1:27] NA NA NA NA ...
##  $ 808                 : chr [1:27] "61" "79" "75" "61" ...
##  $ 809                 : chr [1:27] "17" "34" "50" "0" ...
##  $ 810                 : chr [1:27] "50" "34" "42" "50" ...
##  $ 811                 : chr [1:27] NA NA NA NA ...
##  $ 812                 : chr [1:27] NA NA NA NA ...
##  $ 813                 : chr [1:27] "90" "87" "80" "90" ...
##  $ 814                 : chr [1:27] NA NA NA NA ...
##  $ 815                 : chr [1:27] NA NA NA NA ...
##  $ 816                 : chr [1:27] NA NA NA NA ...
##  $ 817                 : chr [1:27] NA NA NA NA ...
##  $ 818                 : chr [1:27] "85" "80" "80" "90" ...
##  $ Per_Question_Average: chr [1:27] "56.1428571428571" "69.1428571428571" "72.5714285714286" "60.8571428571429" ...
## NULL
## 
## ### Summary Statistics of the Data ###
##   Questions             800                801                802           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      803                804                805                806           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      807                808                809                810           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      811                812                813                814           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##      815                816                817                818           
##  Length:27          Length:27          Length:27          Length:27         
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##  Per_Question_Average
##  Length:27           
##  Class :character    
##  Mode  :character
## Warning in explore_data1(benchmarks_list1[[i]]): NAs introduced by coercion

## 
## ### Histogram of Per_Question_Average ###
## Warning: Removed 1 row containing non-finite outside the scale range
## (`stat_bin()`).

## 
## ### Bar Plot of Per_Question_Average by Question ###

  • The histogram (blue graphs) helps to see the overall spread of average scores across all questions by showing how frequently each score range appears. This the question that is answered by the histogram: How often do different average scores appear?

  • The bar plot (green plots) provides a direct comparison of individual question scores, helping identify which questions scored higher or lower on average. This is the question that is answered by the bar plot: What is the average score for each question?

3. Data Cleaning and Preparation

3.1 Preparing the data:

In this step, we inspected the dataset to confirm the presence of the necessary columns. The dataset (8th grade as an example) contains the following columns:

## [1] "Columns before selection: Questions, 800, 801, 802, 803, 804, 805, 806, 807, 808, 809, 810, 811, 812, 813, 814, 815, 816, 817, 818, Per_Question_Average"

By reviewing this structure, we ensure that all the necessary columns are available for further analysis, which includes comparing performance across different benchmarks and identifying trends in student performance for each question using the Per_Question_Average.

Next, a check has been performed for non-numeric entries in the benchmark data frames, and we’ve found some entries that are not suitable for the analysis.

## $`6th Grade Benchmark 1`
## $`6th Grade Benchmark 1`$Questions
## [1] "Class Average"
## 
## $`6th Grade Benchmark 1`$`600`
## character(0)
## 
## $`6th Grade Benchmark 1`$`601`
## character(0)
## 
## $`6th Grade Benchmark 1`$`602`
## character(0)
## 
## $`6th Grade Benchmark 1`$`603`
## character(0)
## 
## $`6th Grade Benchmark 1`$`604`
## character(0)
## 
## $`6th Grade Benchmark 1`$`605`
## character(0)
## 
## $`6th Grade Benchmark 1`$`606`
## character(0)
## 
## $`6th Grade Benchmark 1`$`607`
## character(0)
## 
## $`6th Grade Benchmark 1`$`608`
## character(0)
## 
## $`6th Grade Benchmark 1`$`609`
## character(0)
## 
## $`6th Grade Benchmark 1`$`610`
## character(0)
## 
## $`6th Grade Benchmark 1`$`611`
## character(0)
## 
## $`6th Grade Benchmark 1`$`612`
## character(0)
## 
## $`6th Grade Benchmark 1`$`613`
## character(0)
## 
## $`6th Grade Benchmark 1`$`614`
## character(0)
## 
## $`6th Grade Benchmark 1`$`615`
## character(0)
## 
## $`6th Grade Benchmark 1`$`616`
## character(0)
## 
## $`6th Grade Benchmark 1`$`617`
## character(0)
## 
## $`6th Grade Benchmark 1`$`618`
## character(0)
## 
## $`6th Grade Benchmark 1`$`619`
## character(0)
## 
## $`6th Grade Benchmark 1`$`620`
## character(0)
## 
## $`6th Grade Benchmark 1`$`621`
## [1] "Class has 6 students"
## 
## $`6th Grade Benchmark 1`$`673`
## character(0)
## 
## $`6th Grade Benchmark 1`$Per_Question_Average
## [1] "Grade Average"
## 
## $`6th Grade Benchmark 1`$Skills
##  [1] "Question and Problem"                                            
##  [2] "Analyze and Interpret Data/ Cause and Effect"                    
##  [3] "Construct an Explanations and Design Solutions/ Cause and Effect"
##  [4] "Plan and Carry Out Investigations"                               
##  [5] "Analyze and Interpret Data"                                      
##  [6] "Developing and Using Models/ System and System Models"           
##  [7] "Developing and Using Models"                                     
##  [8] "Construct an Explanations and Design Solutions"                  
##  [9] "Developing and Using Models/ Patterns"                           
## [10] "Developing and Using Models/ Cause and Effect"                   
## 
## 
## $`6th Grade Benchmark 2`
## $`6th Grade Benchmark 2`$Questions
## [1] "Class Average"
## 
## $`6th Grade Benchmark 2`$`600`
## character(0)
## 
## $`6th Grade Benchmark 2`$`601`
## character(0)
## 
## $`6th Grade Benchmark 2`$`602`
## character(0)
## 
## $`6th Grade Benchmark 2`$`603`
## character(0)
## 
## $`6th Grade Benchmark 2`$`604`
## character(0)
## 
## $`6th Grade Benchmark 2`$`605`
## character(0)
## 
## $`6th Grade Benchmark 2`$`606`
## character(0)
## 
## $`6th Grade Benchmark 2`$`607`
## character(0)
## 
## $`6th Grade Benchmark 2`$`608`
## character(0)
## 
## $`6th Grade Benchmark 2`$`609`
## character(0)
## 
## $`6th Grade Benchmark 2`$`610`
## character(0)
## 
## $`6th Grade Benchmark 2`$`611`
## character(0)
## 
## $`6th Grade Benchmark 2`$`612`
## character(0)
## 
## $`6th Grade Benchmark 2`$`613`
## character(0)
## 
## $`6th Grade Benchmark 2`$`614`
## character(0)
## 
## $`6th Grade Benchmark 2`$`615`
## character(0)
## 
## $`6th Grade Benchmark 2`$`616`
## character(0)
## 
## $`6th Grade Benchmark 2`$`617`
## character(0)
## 
## $`6th Grade Benchmark 2`$`618`
## character(0)
## 
## $`6th Grade Benchmark 2`$`619`
## character(0)
## 
## $`6th Grade Benchmark 2`$`620`
## character(0)
## 
## $`6th Grade Benchmark 2`$`621`
## character(0)
## 
## $`6th Grade Benchmark 2`$`673`
## character(0)
## 
## $`6th Grade Benchmark 2`$Per_Question_Average
## [1] "Grade Average"
## 
## $`6th Grade Benchmark 2`$Skills
##  [1] "Question and Problem"                                            
##  [2] "Analyze and Interpret Data/ Cause and Effect"                    
##  [3] "Construct an Explanations and Design Solutions/ Cause and Effect"
##  [4] "Plan and Carry Out Investigations"                               
##  [5] "Analyze and Interpret Data"                                      
##  [6] "Developing and Using Models/ System and System Models"           
##  [7] "Developing and Using Models"                                     
##  [8] "Construct an Explanations and Design Solutions"                  
##  [9] "Developing and Using Models/ Patterns"                           
## [10] "Developing and Using Models/ Cause and Effect"                   
## 
## 
## $` 6th Grade Benchmark 3`
## $` 6th Grade Benchmark 3`$Questions
## [1] "Class Average"
## 
## $` 6th Grade Benchmark 3`$`600`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`601`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`602`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`603`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`604`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`605`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`606`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`607`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`608`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`609`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`610`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`611`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`612`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`613`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`614`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`615`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`616`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`617`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`618`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`619`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`620`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`621`
## character(0)
## 
## $` 6th Grade Benchmark 3`$`673`
## character(0)
## 
## $` 6th Grade Benchmark 3`$Per_Question_Average
## [1] "Grade Average"
## 
## $` 6th Grade Benchmark 3`$Skills
##  [1] "Question and Problem"                                            
##  [2] "Analyze and Interpret Data/ Cause and Effect"                    
##  [3] "Construct an Explanations and Design Solutions/ Cause and Effect"
##  [4] "Plan and Carry Out Investigations"                               
##  [5] "Analyze and Interpret Data"                                      
##  [6] "Developing and Using Models/ System and System Models"           
##  [7] "Developing and Using Models"                                     
##  [8] "Construct an Explanations and Design Solutions"                  
##  [9] "Developing and Using Models/ Patterns"                           
## [10] "Developing and Using Models/ Cause and Effect"                   
## 
## 
## $`7th Grade Benchmark 1`
## $`7th Grade Benchmark 1`$Questions
## [1] "Class Average"
## 
## $`7th Grade Benchmark 1`$`700`
## character(0)
## 
## $`7th Grade Benchmark 1`$`701`
## character(0)
## 
## $`7th Grade Benchmark 1`$`702`
## character(0)
## 
## $`7th Grade Benchmark 1`$`703`
## character(0)
## 
## $`7th Grade Benchmark 1`$`704`
## character(0)
## 
## $`7th Grade Benchmark 1`$`705`
## character(0)
## 
## $`7th Grade Benchmark 1`$`706`
## character(0)
## 
## $`7th Grade Benchmark 1`$`707`
## character(0)
## 
## $`7th Grade Benchmark 1`$`708`
## character(0)
## 
## $`7th Grade Benchmark 1`$`709`
## character(0)
## 
## $`7th Grade Benchmark 1`$`710`
## character(0)
## 
## $`7th Grade Benchmark 1`$`711`
## character(0)
## 
## $`7th Grade Benchmark 1`$`712`
## character(0)
## 
## $`7th Grade Benchmark 1`$`713`
## character(0)
## 
## $`7th Grade Benchmark 1`$`714`
## character(0)
## 
## $`7th Grade Benchmark 1`$`715`
## character(0)
## 
## $`7th Grade Benchmark 1`$`716`
## character(0)
## 
## $`7th Grade Benchmark 1`$`717`
## character(0)
## 
## $`7th Grade Benchmark 1`$`718`
## character(0)
## 
## $`7th Grade Benchmark 1`$`719`
## character(0)
## 
## $`7th Grade Benchmark 1`$`720`
## character(0)
## 
## $`7th Grade Benchmark 1`$`721`
## character(0)
## 
## $`7th Grade Benchmark 1`$Per_Question_Average
## [1] "Grade Average"
## 
## 
## $`7th Grade Benchmark 2`
## $`7th Grade Benchmark 2`$Questions
## [1] "Class Average"
## 
## $`7th Grade Benchmark 2`$`700`
## character(0)
## 
## $`7th Grade Benchmark 2`$`701`
## character(0)
## 
## $`7th Grade Benchmark 2`$`702`
## character(0)
## 
## $`7th Grade Benchmark 2`$`703`
## character(0)
## 
## $`7th Grade Benchmark 2`$`704`
## character(0)
## 
## $`7th Grade Benchmark 2`$`705`
## character(0)
## 
## $`7th Grade Benchmark 2`$`706`
## character(0)
## 
## $`7th Grade Benchmark 2`$`707`
## character(0)
## 
## $`7th Grade Benchmark 2`$`708`
## character(0)
## 
## $`7th Grade Benchmark 2`$`709`
## character(0)
## 
## $`7th Grade Benchmark 2`$`710`
## character(0)
## 
## $`7th Grade Benchmark 2`$`711`
## character(0)
## 
## $`7th Grade Benchmark 2`$`712`
## character(0)
## 
## $`7th Grade Benchmark 2`$`713`
## character(0)
## 
## $`7th Grade Benchmark 2`$`714`
## character(0)
## 
## $`7th Grade Benchmark 2`$`715`
## character(0)
## 
## $`7th Grade Benchmark 2`$`716`
## character(0)
## 
## $`7th Grade Benchmark 2`$`717`
## character(0)
## 
## $`7th Grade Benchmark 2`$`718`
## character(0)
## 
## $`7th Grade Benchmark 2`$`719`
## character(0)
## 
## $`7th Grade Benchmark 2`$`720`
## character(0)
## 
## $`7th Grade Benchmark 2`$`721`
## character(0)
## 
## $`7th Grade Benchmark 2`$Per_Question_Average
## [1] "Grade Average"
## 
## 
## $`7th Grade Benchmark 3`
## $`7th Grade Benchmark 3`$Questions
## [1] "Class Average"
## 
## $`7th Grade Benchmark 3`$`700`
## character(0)
## 
## $`7th Grade Benchmark 3`$`701`
## character(0)
## 
## $`7th Grade Benchmark 3`$`702`
## character(0)
## 
## $`7th Grade Benchmark 3`$`703`
## character(0)
## 
## $`7th Grade Benchmark 3`$`704`
## character(0)
## 
## $`7th Grade Benchmark 3`$`705`
## character(0)
## 
## $`7th Grade Benchmark 3`$`706`
## character(0)
## 
## $`7th Grade Benchmark 3`$`707`
## character(0)
## 
## $`7th Grade Benchmark 3`$`708`
## character(0)
## 
## $`7th Grade Benchmark 3`$`709`
## character(0)
## 
## $`7th Grade Benchmark 3`$`710`
## character(0)
## 
## $`7th Grade Benchmark 3`$`711`
## character(0)
## 
## $`7th Grade Benchmark 3`$`712`
## character(0)
## 
## $`7th Grade Benchmark 3`$`713`
## character(0)
## 
## $`7th Grade Benchmark 3`$`714`
## character(0)
## 
## $`7th Grade Benchmark 3`$`715`
## character(0)
## 
## $`7th Grade Benchmark 3`$`716`
## character(0)
## 
## $`7th Grade Benchmark 3`$`717`
## character(0)
## 
## $`7th Grade Benchmark 3`$`718`
## character(0)
## 
## $`7th Grade Benchmark 3`$`719`
## character(0)
## 
## $`7th Grade Benchmark 3`$`720`
## character(0)
## 
## $`7th Grade Benchmark 3`$`721`
## character(0)
## 
## $`7th Grade Benchmark 3`$Per_Question_Average
## [1] "Grade Average"
## 
## 
## $`8th Grade Benchmark 1`
## $`8th Grade Benchmark 1`$Questions
## [1] "Class Average"
## 
## $`8th Grade Benchmark 1`$`800`
## character(0)
## 
## $`8th Grade Benchmark 1`$`801`
## character(0)
## 
## $`8th Grade Benchmark 1`$`802`
## character(0)
## 
## $`8th Grade Benchmark 1`$`803`
## character(0)
## 
## $`8th Grade Benchmark 1`$`804`
## character(0)
## 
## $`8th Grade Benchmark 1`$`805`
## character(0)
## 
## $`8th Grade Benchmark 1`$`806`
## character(0)
## 
## $`8th Grade Benchmark 1`$`807`
## character(0)
## 
## $`8th Grade Benchmark 1`$`808`
## character(0)
## 
## $`8th Grade Benchmark 1`$`809`
## character(0)
## 
## $`8th Grade Benchmark 1`$`810`
## character(0)
## 
## $`8th Grade Benchmark 1`$`811`
## character(0)
## 
## $`8th Grade Benchmark 1`$`812`
## character(0)
## 
## $`8th Grade Benchmark 1`$`813`
## character(0)
## 
## $`8th Grade Benchmark 1`$`814`
## character(0)
## 
## $`8th Grade Benchmark 1`$`815`
## character(0)
## 
## $`8th Grade Benchmark 1`$`816`
## character(0)
## 
## $`8th Grade Benchmark 1`$`817`
## character(0)
## 
## $`8th Grade Benchmark 1`$`818`
## character(0)
## 
## $`8th Grade Benchmark 1`$Per_Question_Average
## [1] "Grade Average"
## 
## 
## $`8th Grade Benchmark 2`
## $`8th Grade Benchmark 2`$Questions
## [1] "Class Average"
## 
## $`8th Grade Benchmark 2`$`800`
## character(0)
## 
## $`8th Grade Benchmark 2`$`801`
## character(0)
## 
## $`8th Grade Benchmark 2`$`802`
## character(0)
## 
## $`8th Grade Benchmark 2`$`803`
## character(0)
## 
## $`8th Grade Benchmark 2`$`804`
## character(0)
## 
## $`8th Grade Benchmark 2`$`805`
## character(0)
## 
## $`8th Grade Benchmark 2`$`806`
## character(0)
## 
## $`8th Grade Benchmark 2`$`807`
## character(0)
## 
## $`8th Grade Benchmark 2`$`808`
## character(0)
## 
## $`8th Grade Benchmark 2`$`809`
## character(0)
## 
## $`8th Grade Benchmark 2`$`810`
## character(0)
## 
## $`8th Grade Benchmark 2`$`811`
## character(0)
## 
## $`8th Grade Benchmark 2`$`812`
## character(0)
## 
## $`8th Grade Benchmark 2`$`813`
## character(0)
## 
## $`8th Grade Benchmark 2`$`814`
## character(0)
## 
## $`8th Grade Benchmark 2`$`815`
## character(0)
## 
## $`8th Grade Benchmark 2`$`816`
## character(0)
## 
## $`8th Grade Benchmark 2`$`817`
## character(0)
## 
## $`8th Grade Benchmark 2`$`818`
## character(0)
## 
## $`8th Grade Benchmark 2`$Per_Question_Average
## [1] "Grade Average"
## 
## 
## $`8th Grade Benchmark 3`
## $`8th Grade Benchmark 3`$Questions
## [1] "Class Average"
## 
## $`8th Grade Benchmark 3`$`800`
## character(0)
## 
## $`8th Grade Benchmark 3`$`801`
## character(0)
## 
## $`8th Grade Benchmark 3`$`802`
## character(0)
## 
## $`8th Grade Benchmark 3`$`803`
## character(0)
## 
## $`8th Grade Benchmark 3`$`804`
## character(0)
## 
## $`8th Grade Benchmark 3`$`805`
## character(0)
## 
## $`8th Grade Benchmark 3`$`806`
## character(0)
## 
## $`8th Grade Benchmark 3`$`807`
## character(0)
## 
## $`8th Grade Benchmark 3`$`808`
## character(0)
## 
## $`8th Grade Benchmark 3`$`809`
## character(0)
## 
## $`8th Grade Benchmark 3`$`810`
## character(0)
## 
## $`8th Grade Benchmark 3`$`811`
## character(0)
## 
## $`8th Grade Benchmark 3`$`812`
## character(0)
## 
## $`8th Grade Benchmark 3`$`813`
## character(0)
## 
## $`8th Grade Benchmark 3`$`814`
## character(0)
## 
## $`8th Grade Benchmark 3`$`815`
## character(0)
## 
## $`8th Grade Benchmark 3`$`816`
## character(0)
## 
## $`8th Grade Benchmark 3`$`817`
## character(0)
## 
## $`8th Grade Benchmark 3`$`818`
## character(0)
## 
## $`8th Grade Benchmark 3`$Per_Question_Average
## [1] "Grade Average"

Findings

  • Common Issues Across All Benchmarks:

    • Questions Column: Contains “Class Average” (for each benchmark).

    • Per_Question_Average Column: Contains “Grade Average” (for each benchmark).

    • Specific Class Columns: Some columns (like 621 in 6th Grade Benchmark 1) contain entries like “Class has 6 students.”

  • Skills Column: Contains non-numeric values that describe the skills associated with the questions.

To clean up these non-numeric entries, I am going to Convert Per_Question_Average to Numeric in Each Data Frame. This will ensure that the Per_Question_Average column in each benchmark data frame is numeric before combining them.

##  [1] 73.93913 46.17391 30.44783 37.61739 42.02609 55.57826 50.39565 62.45652
##  [9] 14.89130 34.93913 28.37391 41.15217 22.58261 57.05217 39.50870 44.30870
## [17] 28.04348 56.92174 69.60435 29.94348 33.90435 48.28261 23.42609 22.06957
## [25] 67.20000 42.91545       NA

3.2 Cleaning the Data:

This step aims to clean up the dataset by handling missing values, converting columns to numeric types, and ensuring consistency across different benchmark tabs.

## Before cleaning: 6th Grade Benchmark 1 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         86    82    88    88    96    57    57    61    73    56    57   
## 2 2         70    60    68    69    52    38    17    44    41    40    25   
## 3 3         30    39    44    46    40    14    30    26    36    43    35   
## 4 4         56    46    48    65    60    19    26    22    55    18    19   
## 5 5         56    67    44    57    60    43    48    44    36    25    30   
## 6 6         80    78    80    76    60    29    48    48    32    37    30   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <dbl>,
## #   Skills <chr>
## After replacing '???': 6th Grade Benchmark 1 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         86    82    88    88    96    57    57    61    73    56    57   
## 2 2         70    60    68    69    52    38    17    44    41    40    25   
## 3 3         30    39    44    46    40    14    30    26    36    43    35   
## 4 4         56    46    48    65    60    19    26    22    55    18    19   
## 5 5         56    67    44    57    60    43    48    44    36    25    30   
## 6 6         80    78    80    76    60    29    48    48    32    37    30   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <dbl>,
## #   Skills <chr>
## After conversion: 6th Grade Benchmark 1 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1    86    82    88    88    96    57    57    61    73    56    57
## 2         2    70    60    68    69    52    38    17    44    41    40    25
## 3         3    30    39    44    46    40    14    30    26    36    43    35
## 4         4    56    46    48    65    60    19    26    22    55    18    19
## 5         5    56    67    44    57    60    43    48    44    36    25    30
## 6         6    80    78    80    76    60    29    48    48    32    37    30
## # ℹ 14 more variables: `611` <dbl>, `612` <dbl>, `613` <dbl>, `614` <dbl>,
## #   `615` <dbl>, `616` <dbl>, `617` <dbl>, `618` <dbl>, `619` <dbl>,
## #   `620` <dbl>, `621` <dbl>, `673` <dbl>, Per_Question_Average <dbl>,
## #   Skills <chr>
## Before cleaning: 6th Grade Benchmark 2 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         97    80    82    100   89    53    83    74    84    57    56   
## 2 2         56    69    67    74    63    58    31    41    64    35    30   
## 3 3         52    38    45    70    56    11    13    41    32    40    40   
## 4 4         52    42    49    62    48    32    35    37    32    32    30   
## 5 5         66    76    49    74    59    48    22    19    56    25    30   
## 6 6         59    63    67    93    71    48    52    52    60    37    35   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <dbl>,
## #   Skills <chr>
## After replacing '???': 6th Grade Benchmark 2 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         97    80    82    100   89    53    83    74    84    57    56   
## 2 2         56    69    67    74    63    58    31    41    64    35    30   
## 3 3         52    38    45    70    56    11    13    41    32    40    40   
## 4 4         52    42    49    62    48    32    35    37    32    32    30   
## 5 5         66    76    49    74    59    48    22    19    56    25    30   
## 6 6         59    63    67    93    71    48    52    52    60    37    35   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <dbl>,
## #   Skills <chr>
## After conversion: 6th Grade Benchmark 2 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1    97    80    82   100    89    53    83    74    84    57    56
## 2         2    56    69    67    74    63    58    31    41    64    35    30
## 3         3    52    38    45    70    56    11    13    41    32    40    40
## 4         4    52    42    49    62    48    32    35    37    32    32    30
## 5         5    66    76    49    74    59    48    22    19    56    25    30
## 6         6    59    63    67    93    71    48    52    52    60    37    35
## # ℹ 14 more variables: `611` <dbl>, `612` <dbl>, `613` <dbl>, `614` <dbl>,
## #   `615` <dbl>, `616` <dbl>, `617` <dbl>, `618` <dbl>, `619` <dbl>,
## #   `620` <dbl>, `621` <dbl>, `673` <dbl>, Per_Question_Average <dbl>,
## #   Skills <chr>
## Before cleaning:  6th Grade Benchmark 3 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         100   97    100   97    97    63    81    76    96    50    45   
## 2 2         76    86    73    70    78    60    47    64    55    20    25   
## 3 3         45    79    66    70    49    30    31    60    59    35    30   
## 4 4         69    54    52    74    63    41    50    48    63    41    45   
## 5 5         80    79    69    70    67    49    39    28    55    30    30   
## 6 6         90    93    83    90    86    67    70    68    67    25    20   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <dbl>,
## #   Skills <chr>
## After replacing '???':  6th Grade Benchmark 3 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         100   97    100   97    97    63    81    76    96    50    45   
## 2 2         76    86    73    70    78    60    47    64    55    20    25   
## 3 3         45    79    66    70    49    30    31    60    59    35    30   
## 4 4         69    54    52    74    63    41    50    48    63    41    45   
## 5 5         80    79    69    70    67    49    39    28    55    30    30   
## 6 6         90    93    83    90    86    67    70    68    67    25    20   
## # ℹ 14 more variables: `611` <chr>, `612` <chr>, `613` <chr>, `614` <chr>,
## #   `615` <chr>, `616` <chr>, `617` <chr>, `618` <chr>, `619` <chr>,
## #   `620` <chr>, `621` <chr>, `673` <chr>, Per_Question_Average <dbl>,
## #   Skills <chr>
## After conversion:  6th Grade Benchmark 3 
## # A tibble: 6 × 26
##   Questions `600` `601` `602` `603` `604` `605` `606` `607` `608` `609` `610`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1   100    97   100    97    97    63    81    76    96    50    45
## 2         2    76    86    73    70    78    60    47    64    55    20    25
## 3         3    45    79    66    70    49    30    31    60    59    35    30
## 4         4    69    54    52    74    63    41    50    48    63    41    45
## 5         5    80    79    69    70    67    49    39    28    55    30    30
## 6         6    90    93    83    90    86    67    70    68    67    25    20
## # ℹ 14 more variables: `611` <dbl>, `612` <dbl>, `613` <dbl>, `614` <dbl>,
## #   `615` <dbl>, `616` <dbl>, `617` <dbl>, `618` <dbl>, `619` <dbl>,
## #   `620` <dbl>, `621` <dbl>, `673` <dbl>, Per_Question_Average <dbl>,
## #   Skills <chr>
## Before cleaning: 7th Grade Benchmark 1 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         3     3     0     12    30    18    21    23.8  11    9     15   
## 2 2         52    27    31    42    57    36    46    42.9  29    46    29   
## 3 3         28    57    19    50    47    36    33    47.6  54    28    43   
## 4 4         62    50    54    54    37    50    46    14.3  39    37    0    
## 5 5         59    53    42    50    23    46    58    28.6  39    37    15   
## 6 6         45    40    42    27    40    27    25    23.8  54    27    15   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <dbl>
## After replacing '???': 7th Grade Benchmark 1 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         3     3     0     12    30    18    21    23.8  11    9     15   
## 2 2         52    27    31    42    57    36    46    42.9  29    46    29   
## 3 3         28    57    19    50    47    36    33    47.6  54    28    43   
## 4 4         62    50    54    54    37    50    46    14.3  39    37    0    
## 5 5         59    53    42    50    23    46    58    28.6  39    37    15   
## 6 6         45    40    42    27    40    27    25    23.8  54    27    15   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <dbl>
## After conversion: 7th Grade Benchmark 1 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1     3     3     0    12    30    18    21  23.8    11     9    15
## 2         2    52    27    31    42    57    36    46  42.9    29    46    29
## 3         3    28    57    19    50    47    36    33  47.6    54    28    43
## 4         4    62    50    54    54    37    50    46  14.3    39    37     0
## 5         5    59    53    42    50    23    46    58  28.6    39    37    15
## 6         6    45    40    42    27    40    27    25  23.8    54    27    15
## # ℹ 12 more variables: `711` <dbl>, `712` <dbl>, `713` <dbl>, `714` <dbl>,
## #   `715` <dbl>, `716` <dbl>, `717` <dbl>, `718` <dbl>, `719` <dbl>,
## #   `720` <dbl>, `721` <dbl>, Per_Question_Average <dbl>
## Before cleaning: 7th Grade Benchmark 2 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         0     57    4     65    23    20    25    26    12    46    34   
## 2 2         40    61    36    62    60    35    33    30    40    37    12   
## 3 3         13    61    8     69    67    70    50    44    64    46    34   
## 4 4         57    71    60    69    43    54    33    44    40    28    12   
## 5 5         50    61    52    73    47    39    21    48    24    0     23   
## 6 6         57    61    60    65    30    31    42    35    40    73    23   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <dbl>
## After replacing '???': 7th Grade Benchmark 2 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         0     57    4     65    23    20    25    26    12    46    34   
## 2 2         40    61    36    62    60    35    33    30    40    37    12   
## 3 3         13    61    8     69    67    70    50    44    64    46    34   
## 4 4         57    71    60    69    43    54    33    44    40    28    12   
## 5 5         50    61    52    73    47    39    21    48    24    0     23   
## 6 6         57    61    60    65    30    31    42    35    40    73    23   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <dbl>
## After conversion: 7th Grade Benchmark 2 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1     0    57     4    65    23    20    25    26    12    46    34
## 2         2    40    61    36    62    60    35    33    30    40    37    12
## 3         3    13    61     8    69    67    70    50    44    64    46    34
## 4         4    57    71    60    69    43    54    33    44    40    28    12
## 5         5    50    61    52    73    47    39    21    48    24     0    23
## 6         6    57    61    60    65    30    31    42    35    40    73    23
## # ℹ 12 more variables: `711` <dbl>, `712` <dbl>, `713` <dbl>, `714` <dbl>,
## #   `715` <dbl>, `716` <dbl>, `717` <dbl>, `718` <dbl>, `719` <dbl>,
## #   `720` <dbl>, `721` <dbl>, Per_Question_Average <dbl>
## Before cleaning: 7th Grade Benchmark 3 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         18    70    37    65    25    29    29    18.5  36    23    50   
## 2 2         39    68    37    79    50    42    33    44.4  27    45    38   
## 3 3         89    84    93    68    79    63    48    48.1  73    45    50   
## 4 4         57    90    41    72    61    54    38    48.1  55    67    50   
## 5 5         68    78    44    86    57    33    29    37    27    34    25   
## 6 6         57    70    85    82    46    33    24    22.2  36    78    13   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <dbl>
## After replacing '???': 7th Grade Benchmark 3 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         18    70    37    65    25    29    29    18.5  36    23    50   
## 2 2         39    68    37    79    50    42    33    44.4  27    45    38   
## 3 3         89    84    93    68    79    63    48    48.1  73    45    50   
## 4 4         57    90    41    72    61    54    38    48.1  55    67    50   
## 5 5         68    78    44    86    57    33    29    37    27    34    25   
## 6 6         57    70    85    82    46    33    24    22.2  36    78    13   
## # ℹ 12 more variables: `711` <chr>, `712` <chr>, `713` <chr>, `714` <chr>,
## #   `715` <chr>, `716` <chr>, `717` <chr>, `718` <chr>, `719` <chr>,
## #   `720` <chr>, `721` <chr>, Per_Question_Average <dbl>
## After conversion: 7th Grade Benchmark 3 
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1    18    70    37    65    25    29    29  18.5    36    23    50
## 2         2    39    68    37    79    50    42    33  44.4    27    45    38
## 3         3    89    84    93    68    79    63    48  48.1    73    45    50
## 4         4    57    90    41    72    61    54    38  48.1    55    67    50
## 5         5    68    78    44    86    57    33    29  37      27    34    25
## 6         6    57    70    85    82    46    33    24  22.2    36    78    13
## # ℹ 12 more variables: `711` <dbl>, `712` <dbl>, `713` <dbl>, `714` <dbl>,
## #   `715` <dbl>, `716` <dbl>, `717` <dbl>, `718` <dbl>, `719` <dbl>,
## #   `720` <dbl>, `721` <dbl>, Per_Question_Average <dbl>
## Before cleaning: 8th Grade Benchmark 1 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803`    `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr>    <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         90    69    86    20.7     28.6  38.5  49    44    22.2  43    31   
## 2 2         80    79    83    79.3     60.7  57.7  61    56    63    100   77   
## 3 3         72    83    76    69.5     46.4  30.8  46    41    33    15    16   
## 4 4         83    79    90    75.9000… 53.6  46.2  68    63    51.9  43    31   
## 5 5         76    76    69    65.5     35.7  53.8  60    56    63    15    54   
## 6 6         48    33    28    65.5     8     24    43    39    59.3  50    46   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <dbl>
## After replacing '???': 8th Grade Benchmark 1 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803`    `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr>    <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         90    69    86    20.7     28.6  38.5  49    44    22.2  43    31   
## 2 2         80    79    83    79.3     60.7  57.7  61    56    63    100   77   
## 3 3         72    83    76    69.5     46.4  30.8  46    41    33    15    16   
## 4 4         83    79    90    75.9000… 53.6  46.2  68    63    51.9  43    31   
## 5 5         76    76    69    65.5     35.7  53.8  60    56    63    15    54   
## 6 6         48    33    28    65.5     8     24    43    39    59.3  50    46   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <dbl>
## After conversion: 8th Grade Benchmark 1 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1    90    69    86  20.7  28.6  38.5    49    44  22.2    43    31
## 2         2    80    79    83  79.3  60.7  57.7    61    56  63     100    77
## 3         3    72    83    76  69.5  46.4  30.8    46    41  33      15    16
## 4         4    83    79    90  75.9  53.6  46.2    68    63  51.9    43    31
## 5         5    76    76    69  65.5  35.7  53.8    60    56  63      15    54
## 6         6    48    33    28  65.5   8    24      43    39  59.3    50    46
## # ℹ 9 more variables: `811` <dbl>, `812` <dbl>, `813` <dbl>, `814` <dbl>,
## #   `815` <dbl>, `816` <dbl>, `817` <dbl>, `818` <dbl>,
## #   Per_Question_Average <dbl>
## Before cleaning: 8th Grade Benchmark 2 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         87    92    86    48    40    63    64    70    85    29    17   
## 2 2         90    96    83    80    74    70    77    78    92    43    25   
## 3 3         77    71    90    61    70    59    77    57    88    43    34   
## 4 4         97    83    97    77    59    74    82    57    85    29    25   
## 5 5         73    71    93    74    66    74    64    61    81    43    34   
## 6 6         43    33    45    35    22    61    64    43    70    29    25   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <dbl>
## After replacing '???': 8th Grade Benchmark 2 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         87    92    86    48    40    63    64    70    85    29    17   
## 2 2         90    96    83    80    74    70    77    78    92    43    25   
## 3 3         77    71    90    61    70    59    77    57    88    43    34   
## 4 4         97    83    97    77    59    74    82    57    85    29    25   
## 5 5         73    71    93    74    66    74    64    61    81    43    34   
## 6 6         43    33    45    35    22    61    64    43    70    29    25   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <dbl>
## After conversion: 8th Grade Benchmark 2 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1    87    92    86    48    40    63    64    70    85    29    17
## 2         2    90    96    83    80    74    70    77    78    92    43    25
## 3         3    77    71    90    61    70    59    77    57    88    43    34
## 4         4    97    83    97    77    59    74    82    57    85    29    25
## 5         5    73    71    93    74    66    74    64    61    81    43    34
## 6         6    43    33    45    35    22    61    64    43    70    29    25
## # ℹ 9 more variables: `811` <dbl>, `812` <dbl>, `813` <dbl>, `814` <dbl>,
## #   `815` <dbl>, `816` <dbl>, `817` <dbl>, `818` <dbl>,
## #   Per_Question_Average <dbl>
## Before cleaning: 8th Grade Benchmark 3 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         <NA>  <NA>  <NA>  <NA>  62    28    <NA>  <NA>  61    17    50   
## 2 2         <NA>  <NA>  <NA>  <NA>  86    84    <NA>  <NA>  79    34    34   
## 3 3         <NA>  <NA>  <NA>  <NA>  93    88    <NA>  <NA>  75    50    42   
## 4 4         <NA>  <NA>  <NA>  <NA>  79    56    <NA>  <NA>  61    0     50   
## 5 5         <NA>  <NA>  <NA>  <NA>  90    92    <NA>  <NA>  93    0     50   
## 6 6         <NA>  <NA>  <NA>  <NA>  83    84    <NA>  <NA>  79    67    25   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <dbl>
## After replacing '???': 8th Grade Benchmark 3 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##   <chr>     <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 1         <NA>  <NA>  <NA>  <NA>  62    28    <NA>  <NA>  61    17    50   
## 2 2         <NA>  <NA>  <NA>  <NA>  86    84    <NA>  <NA>  79    34    34   
## 3 3         <NA>  <NA>  <NA>  <NA>  93    88    <NA>  <NA>  75    50    42   
## 4 4         <NA>  <NA>  <NA>  <NA>  79    56    <NA>  <NA>  61    0     50   
## 5 5         <NA>  <NA>  <NA>  <NA>  90    92    <NA>  <NA>  93    0     50   
## 6 6         <NA>  <NA>  <NA>  <NA>  83    84    <NA>  <NA>  79    67    25   
## # ℹ 9 more variables: `811` <chr>, `812` <chr>, `813` <chr>, `814` <chr>,
## #   `815` <chr>, `816` <chr>, `817` <chr>, `818` <chr>,
## #   Per_Question_Average <dbl>
## After conversion: 8th Grade Benchmark 3 
## # A tibble: 6 × 21
##   Questions `800` `801` `802` `803` `804` `805` `806` `807` `808` `809` `810`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1    NA    NA    NA    NA    62    28    NA    NA    61    17    50
## 2         2    NA    NA    NA    NA    86    84    NA    NA    79    34    34
## 3         3    NA    NA    NA    NA    93    88    NA    NA    75    50    42
## 4         4    NA    NA    NA    NA    79    56    NA    NA    61     0    50
## 5         5    NA    NA    NA    NA    90    92    NA    NA    93     0    50
## 6         6    NA    NA    NA    NA    83    84    NA    NA    79    67    25
## # ℹ 9 more variables: `811` <dbl>, `812` <dbl>, `813` <dbl>, `814` <dbl>,
## #   `815` <dbl>, `816` <dbl>, `817` <dbl>, `818` <dbl>,
## #   Per_Question_Average <dbl>
## # A tibble: 6 × 24
##   Questions `700` `701` `702` `703` `704` `705` `706` `707` `708` `709` `710`
##       <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1         1     3     3     0    12    30    18    21  23.8    11     9    15
## 2         2    52    27    31    42    57    36    46  42.9    29    46    29
## 3         3    28    57    19    50    47    36    33  47.6    54    28    43
## 4         4    62    50    54    54    37    50    46  14.3    39    37     0
## 5         5    59    53    42    50    23    46    58  28.6    39    37    15
## 6         6    45    40    42    27    40    27    25  23.8    54    27    15
## # ℹ 12 more variables: `711` <dbl>, `712` <dbl>, `713` <dbl>, `714` <dbl>,
## #   `715` <dbl>, `716` <dbl>, `717` <dbl>, `718` <dbl>, `719` <dbl>,
## #   `720` <dbl>, `721` <dbl>, Per_Question_Average <dbl>

Before Cleaning: Each debug message labeled “Before cleaning” shows the initial state of the data in each benchmark tab. It allows us to see if there are any anomalies, such as the presence of ??? or inconsistent formats before cleaning.

After Replacing ‘???’: Each “After replacing ‘???’” message shows that any placeholder ??? values have been successfully replaced by NA. This ensures missing data is handled correctly.

After Conversion: Each “After conversion” message confirms that character columns have been converted to numeric where applicable, ensuring that you can perform calculations and analysis without errors due to character data types.

3.3 Checking the cleaned data:

When combining the data frames, check that the bind_rows function is receiving properly formatted data frames. If the data frames were cleaned to the point where they only contain NA or empty rows, the combined data will also reflect that.

## $`6th Grade Benchmark 1`
## [1] FALSE
## 
## $`6th Grade Benchmark 2`
## [1] FALSE
## 
## $` 6th Grade Benchmark 3`
## [1] FALSE
## 
## $`7th Grade Benchmark 1`
## [1] FALSE
## 
## $`7th Grade Benchmark 2`
## [1] FALSE
## 
## $`7th Grade Benchmark 3`
## [1] FALSE
## 
## $`8th Grade Benchmark 1`
## [1] FALSE
## 
## $`8th Grade Benchmark 2`
## [1] FALSE
## 
## $`8th Grade Benchmark 3`
## [1] FALSE

No Empty Data Frames:

Since every result is FALSE, it means that none of the benchmarks lost all their data during the cleaning process. This is a positive outcome, confirming that the cleaning steps—such as replacing ???, handling missing values, and converting columns to numeric—did not remove so much data that any benchmark tab became completely empty.

4. Data Analysis:

4.1 Combining the data frames:

  • Combine All Benchmark Data into One Data Frame After converting the columns to numeric, combine all the data frames into a single data frame.
## Combined data frame rows: 243
## Rows with NA in 'Per_Question_Average': 9
## # A tibble: 9 × 3
##   Questions Per_Question_Average Benchmark               
##       <dbl>                <dbl> <chr>                   
## 1        NA                   NA "6th Grade Benchmark 1" 
## 2        NA                   NA "6th Grade Benchmark 2" 
## 3        NA                   NA " 6th Grade Benchmark 3"
## 4        NA                   NA "7th Grade Benchmark 1" 
## 5        NA                   NA "7th Grade Benchmark 2" 
## 6        NA                   NA "7th Grade Benchmark 3" 
## 7        NA                   NA "8th Grade Benchmark 1" 
## 8        NA                   NA "8th Grade Benchmark 2" 
## 9        NA                   NA "8th Grade Benchmark 3"
## Rows after NA removal: 234
## # A tibble: 6 × 4
##   Questions Per_Question_Average Grade Benchmark_Number
##       <dbl>                <dbl> <dbl>            <dbl>
## 1         1                 73.9     6                1
## 2         2                 46.2     6                1
## 3         3                 30.4     6                1
## 4         4                 37.6     6                1
## 5         5                 42.0     6                1
## 6         6                 55.6     6                1

Handling Missing Values

  • Rows with NA in ‘Per_Question_Average’: The analysis identified 9 rows with NA values in the Per_Question_Average column. This indicates that there were some entries in the original datasets that could not be converted to numeric values, possibly due to non-numeric characters or missing data.

  • Rows After NA Removal: After removing these rows, the total count dropped to 234 rows. This indicates that the cleaning process was effective in ensuring that only valid, numeric entries remain in the dataset, which is crucial for accurate analysis moving forward.

4.2 Calculating the Performance Growth/Decay:

This step calculates how student performance on individual questions changes (grows or declines) across three benchmarks. It provides insights into whether students are improving or struggling as they progress through the assessments.

The data is grouped by Questions and Grade to calculate performance metrics for each question across the benchmarks.

## # A tibble: 78 × 7
##    Questions Grade Benchmark_1 Benchmark_2 Benchmark_3 Growth_1_to_2
##        <dbl> <dbl>       <dbl>       <dbl>       <dbl>         <dbl>
##  1         1     6        73.9        78.9        81.2          4.92
##  2         1     7        15.7        28.2        40.4         12.5 
##  3         1     8        45.6        62.4        56.1         16.8 
##  4         2     6        46.2        55.3        60.7          9.12
##  5         2     7        39.6        46.9        46.2          7.28
##  6         2     8        68.0        74.6        69.1          6.59
##  7         3     6        30.4        35.8        45.1          5.36
##  8         3     7        43.2        48.6        68.0          5.45
##  9         3     8        48.9        64.8        72.6         15.9 
## 10         4     6        37.6        41.4        56.6          3.81
## # ℹ 68 more rows
## # ℹ 1 more variable: Growth_2_to_3 <dbl>

The growth_data provides a structured overview of student performance over time, enabling educators to evaluate trends and make data-driven decisions. By examining the growth between benchmarks, teachers can better understand student learning dynamics and tailor their instruction accordingly.

4.3 Visualizing the Growth/Decay:

4.3.1 Line Graph:

The line graph visualizes student performance trends across questions for each grade (6th, 7th, and 8th), showing how their average performance changed across the three benchmarks. Here’s a breakdown of the key observations:

  • Red Line (Benchmark 1): Represents the average performance on the first benchmark.

  • Green Line (Benchmark 2): Represents the average performance on the second benchmark.

  • Blue Line (Benchmark 3): Represents the average performance on the third benchmark.

  • Some questions show where performance is notably low across all benchmarks. If the lines for those questions remain at a lower average score, it highlights areas that may need urgent attention or a change in teaching strategy. (example: questions 4 & 17 for 6th grade and question 15 for 7th grade)

  • Conversely, other questions students consistently score well can be noted as strengths. This can inform teaching practices that may be effectively supporting student learning. (example: questions 8, 16 & 25 for 6ht grade, question 14 for 7th grade and question 13 for 8th grade)

Let’s check for outliers:

##    Questions      Grade    Benchmark_1     Benchmark_2     Benchmark_3   
##  Min.   : 1   Min.   :6   Min.   :14.89   Min.   :17.19   Min.   :33.01  
##  1st Qu.: 7   1st Qu.:6   1st Qu.:29.65   1st Qu.:38.30   1st Qu.:47.90  
##  Median :13   Median :7   Median :39.55   Median :48.65   Median :55.80  
##  Mean   :13   Mean   :7   Mean   :40.83   Mean   :49.48   Mean   :56.18  
##  3rd Qu.:19   3rd Qu.:8   3rd Qu.:49.30   3rd Qu.:61.00   3rd Qu.:64.53  
##  Max.   :25   Max.   :8   Max.   :73.94   Max.   :78.86   Max.   :82.93  
##  NA's   :3                                                               
##  Growth_1_to_2    Growth_2_to_3    
##  Min.   :-4.370   Min.   :-19.890  
##  1st Qu.: 5.383   1st Qu.:  2.600  
##  Median : 8.535   Median :  7.080  
##  Mean   : 8.650   Mean   :  6.709  
##  3rd Qu.:12.490   3rd Qu.: 10.855  
##  Max.   :18.450   Max.   : 30.900  
## 

There is no outlier in benchmark 1 and the distribution is normal, which suggests that Benchmark_1 scores are fairly normally distributed. However, based on the summary statisics above, we can conlude:

  • Improvement Over Time: The overall trend across all benchmarks indicates that students are improving in their performance, particularly from Benchmark 1 to Benchmark 2, with further growth into Benchmark 3.

  • Variability in Growth: The presence of negative growth values suggests that while many students improve, some struggle, indicating specific questions may need targeted re-teaching or support.

Let’s check for missing values in the new dataset we created for analysis:

## # A tibble: 0 × 7
## # ℹ 7 variables: Questions <dbl>, Grade <dbl>, Benchmark_1 <dbl>,
## #   Benchmark_2 <dbl>, Benchmark_3 <dbl>, Growth_1_to_2 <dbl>,
## #   Growth_2_to_3 <dbl>

The output indicates that there are no missing values in the growth_data dataset for the Benchmark_1, Benchmark_2, or Benchmark_3 columns.

4.3.2 Bar Plot:

The bar plots provide a clear visual representation of growth trends between the benchmarks for each question,

  • Growth 2 to 3 (Blue) vs Growth 1 to 2 (Red):

Few questions show positive growth between the second and third benchmarks (blue bars on the bottom), followed by positive growth between the first and second benchmarks (red bars on top). This suggests that students improved consistently from the first benchmark to the third.

  • Only Blue Bars (few question on 6th grade): Some questions have only blue bars (Growth 2 to 3) with no red bars (Growth 1 to 2). This indicates that these questions showed improvement only between the second and third benchmarks, but not between the first and second benchmarks. This could imply that students initially struggled with these questions but eventually caught up later in the year.

  • Negative Growth (Blue Bars Below Zero) (several question on 8th grade): two questions have blue bars below zero, meaning that there was a decline in performance between the second and third benchmarks. However, red bars (Growth 1 to 2) for these questions are still positive, suggesting an initial improvement that later decayed.

Possible Interpretations:

  • Consistent Growth: The majority of questions show steady improvement across all benchmarks, which indicates successful teaching strategies and student learning progress.

  • Late Improvement: The questions with only blue bars (Growth 2 to 3) may have required additional reinforcement or reteaching between the second and third benchmarks.

  • Challenges in Later Benchmarks: The questions with negative blue bars (Growth 2 to 3) suggest that students either found the content more challenging during later assessments or there may have been external factors affecting their performance on these questions.

4.3.3 Create an Interactive Table:

The interactive table allows us to dynamically explore the data by filtering, sorting, and searching through the various columns. Here’s what you’re seeing in the output:

Key Columns:

  • Questions: The question number (from 1 to 25).

  • Grade: The grade level (6, 7, or 8).

  • Benchmark_1, Benchmark_2, Benchmark_3: These columns display the average scores for each question in the respective benchmark assessments.

  • Growth_1_to_2: The difference in performance between Benchmark 1 and Benchmark 2 (positive values indicate improvement).

  • Growth_2_to_3: The difference in performance between Benchmark 2 and Benchmark 3 (positive values indicate improvement, and negative values indicate a drop in performance).

Insights of the above table:

  • Interactive Filtering: You can quickly filter for a specific grade, question, or benchmarks to focus on areas that require attention (e.g., negative growth or large performance changes).

  • Dynamic Sorting: Sorting the table by Growth_1_to_2 or Growth_2_to_3 will help identify the highest and lowest growth questions, making it easier to pinpoint which areas need reteaching or reinforcement.

This table enhances the ability to drill down into specific performance trends and helps guide instructional decisions.

4.3.4 Creating a Suggestion Table:

This step involves creating a suggestion table based on students’ performance across the three benchmarks, which helps identify areas for intervention and improvement. Here’s an interpretation of the analysis:

  • The suggestions are derived from the following criteria:

Struggling Students: If the score on Benchmark 3 is below 40, it indicates that students are struggling with that particular question. This suggests the need for more focused practice or instruction to help them improve.

Growth Indicated: If there is a growth of 10 points or more from Benchmark 1 to Benchmark 3, it indicates that students are showing significant improvement on that question. This is a positive outcome and may suggest that previous teaching methods or interventions were effective.

No Significant Change: For questions where the performance does not fit into either of the above categories, the suggestion states “No significant change.” This implies that students’ performance has remained stable, but it might also indicate that no further action is needed unless the scores are deemed unsatisfactory.

Question Performance and Suggestions by Grade
Grade Questions Benchmark_1 Benchmark_2 Benchmark_3 Suggestion
6 1 73.94 78.86 81.18 No significant change.
7 1 15.67 28.19 40.42 Students show growth on this question.
8 1 45.63 62.42 56.14 Students show growth on this question.
6 2 46.17 55.29 60.71 Students show growth on this question.
7 2 39.58 46.86 46.21 No significant change.
8 2 68.04 74.63 69.14 No significant change.
6 3 30.45 35.81 45.11 Students show growth on this question.
7 3 43.17 48.62 67.96 Students show growth on this question.
8 3 48.93 64.79 72.57 Students show growth on this question.
6 4 37.62 41.43 56.64 Students show growth on this question.
7 4 40.98 51.33 56.88 Students show growth on this question.
8 4 59.82 71.21 60.86 No significant change.
6 5 42.03 45.62 57.35 Students show growth on this question.
7 5 35.01 42.71 47.83 Students show growth on this question.
8 5 55.11 67.63 67.86 Students show growth on this question.
6 6 55.58 62.14 69.39 Students show growth on this question.
7 6 32.80 45.29 52.42 Students show growth on this question.
8 6 36.31 40.74 64.71 Students show growth on this question.
6 7 50.40 48.67 58.84 No significant change.
7 7 51.78 63.52 71.16 Students show growth on this question.
8 7 24.98 40.37 47.29 Students show growth on this question.
6 8 62.46 69.57 82.93 Students show growth on this question.
7 8 38.67 44.14 51.33 Students show growth on this question.
8 8 32.34 50.79 56.29 Students show growth on this question.
6 9 14.89 17.19 48.09 Students show growth on this question.
7 9 24.61 33.48 40.91 Students show growth on this question.
8 9 51.34 68.63 64.00 Students show growth on this question.
6 10 34.94 40.86 54.91 Students show growth on this question.
7 10 47.93 57.90 67.57 Students show growth on this question.
8 10 46.27 56.58 46.00 No significant change.
6 11 28.37 30.71 48.53 Students show growth on this question.
7 11 16.93 33.62 44.54 Students show growth on this question.
8 11 21.43 34.11 56.86 Students show growth on this question.
6 12 41.15 56.05 65.19 Students show growth on this question.
7 12 28.35 38.19 44.29 Students show growth on this question.
8 12 38.81 50.32 51.43 Students show growth on this question.
6 13 22.58 29.81 36.76 Students are struggling, they need more practice on this question.
7 13 39.03 49.24 52.08 Students show growth on this question.
8 13 73.31 73.37 67.14 No significant change.
6 14 57.05 67.86 72.96 Students show growth on this question.
7 14 55.07 71.95 82.22 Students show growth on this question.
8 14 25.54 38.58 59.14 Students show growth on this question.
6 15 39.51 47.71 50.43 Students show growth on this question.
7 15 24.40 27.43 38.98 Students are struggling, they need more practice on this question.
8 15 28.01 41.63 60.29 Students show growth on this question.
6 16 44.31 52.24 55.47 Students show growth on this question.
7 16 58.34 64.48 68.42 Students show growth on this question.
8 16 36.13 49.42 54.86 Students show growth on this question.
6 17 28.04 23.67 33.01 Students are struggling, they need more practice on this question.
7 17 46.24 53.71 59.24 Students show growth on this question.
8 17 46.66 54.05 51.00 No significant change.
6 18 56.92 60.38 66.73 No significant change.
7 18 26.95 44.67 51.32 Students show growth on this question.
8 18 53.04 62.68 60.57 No significant change.
6 19 69.60 77.14 80.86 Students show growth on this question.
7 19 33.18 45.67 53.43 Students show growth on this question.
8 19 38.39 44.84 62.00 Students show growth on this question.
6 20 29.94 34.33 41.77 Students show growth on this question.
7 20 33.60 36.43 37.41 Students are struggling, they need more practice on this question.
8 20 26.69 38.21 58.57 Students show growth on this question.
6 21 33.90 36.52 47.18 Students show growth on this question.
7 21 51.18 63.71 72.21 Students show growth on this question.
8 21 44.67 54.47 40.71 No significant change.
6 22 48.28 58.90 61.46 Students show growth on this question.
7 22 29.55 30.43 37.57 Students are struggling, they need more practice on this question.
8 22 54.35 69.89 50.00 No significant change.
6 23 23.43 25.10 34.98 Students are struggling, they need more practice on this question.
7 23 36.54 32.43 39.46 Students are struggling, they need more practice on this question.
8 23 48.17 61.21 54.43 No significant change.
6 24 22.07 30.00 44.54 Students show growth on this question.
7 24 27.38 42.86 61.59 Students show growth on this question.
8 24 23.91 32.05 51.00 Students show growth on this question.
6 25 67.20 75.24 77.21 Students show growth on this question.
7 25 49.43 60.10 65.39 Students show growth on this question.
8 25 46.40 50.68 52.14 No significant change.
6 NA 42.92 47.33 58.67 Students show growth on this question.
7 NA 37.05 46.28 54.03 Students show growth on this question.
8 NA 42.96 54.13 51.62 No significant change.

This suggestion table serves as a valuable tool for educators to identify areas of struggle and growth, guiding their instructional strategies effectively. It highlights the importance of data-driven decision-making in education, helping to ensure that students receive the support they need to succeed.

4.3.6 Combining both higlighted tables for easy comparison:

## Warning: Since gt v0.3.0, `columns = vars(...)` has been deprecated.
## • Please use `columns = c(...)` instead.
## Warning: Some values were outside the color scale and will be treated as NA
## Some values were outside the color scale and will be treated as NA
## Warning: Since gt v0.3.0, `columns = vars(...)` has been deprecated.
## • Please use `columns = c(...)` instead.
## Since gt v0.3.0, `columns = vars(...)` has been deprecated.
## • Please use `columns = c(...)` instead.
## Since gt v0.3.0, `columns = vars(...)` has been deprecated.
## • Please use `columns = c(...)` instead.
Class Questions Benchmark_1_2022_2023 Benchmark_2_2022_2023 Benchmark_3_2022_2023
2022-2023 Suggestions
Year_2022_2023 Benchmark_1_2023_2024 Benchmark_2_2023_2024 Benchmark_3_2023_2024
2023-2024 Suggestions
Year_2023_2024
Suggestion_2022_2023 Suggestion_2023_2024
600 1 41.00 90.0 75 Students show growth on this question. 2022-2023 86.0 97 100.0 Students show growth on this question. 2023-2024
601 1 60.00 96.0 68 No significant change. 2022-2023 82.0 80 97.0 Students show growth on this question. 2023-2024
602 1 50.00 93.0 66 Students show growth on this question. 2022-2023 88.0 82 100.0 Students show growth on this question. 2023-2024
603 1 50.00 93.0 64 Students show growth on this question. 2022-2023 88.0 100 97.0 No significant change. 2023-2024
604 1 55.00 77.0 77 Students show growth on this question. 2022-2023 96.0 89 97.0 No significant change. 2023-2024
605 1 22.00 58.0 76 Students show growth on this question. 2022-2023 57.0 53 63.0 No significant change. 2023-2024
606 1 25.00 82.0 95 Students show growth on this question. 2022-2023 57.0 83 81.0 Students show growth on this question. 2023-2024
607 1 12.00 70.0 75 Students show growth on this question. 2022-2023 61.0 74 76.0 Students show growth on this question. 2023-2024
608 1 31.00 58.0 87 Students show growth on this question. 2022-2023 73.0 84 96.0 Students show growth on this question. 2023-2024
609 1 48.00 NA NA No significant change. 2022-2023 56.0 57 50.0 No significant change. 2023-2024
610 1 50.00 NA NA No significant change. 2022-2023 57.0 56 45.0 No significant change. 2023-2024
611 1 39.00 84.0 83 Students show growth on this question. 2022-2023 87.0 88 82.1 No significant change. 2023-2024
612 1 50.00 96.0 96 Students show growth on this question. 2022-2023 69.0 88 89.3 Students show growth on this question. 2023-2024
613 1 54.00 80.0 93 Students show growth on this question. 2022-2023 82.0 88 86.7 No significant change. 2023-2024
614 1 40.00 80.0 91 Students show growth on this question. 2022-2023 67.0 82 78.6 Students show growth on this question. 2023-2024
615 1 NA 100.0 NA No significant change. 2022-2023 86.2 82 93.0 No significant change. 2023-2024
616 1 53.00 92.0 64 Students show growth on this question. 2022-2023 78.0 78 93.0 Students show growth on this question. 2023-2024
617 1 34.00 60.0 83 Students show growth on this question. 2022-2023 77.0 69 72.4 No significant change. 2023-2024
618 1 NA 86.0 NA No significant change. 2022-2023 60.9 71 84.0 Students show growth on this question. 2023-2024
619 1 NA 85.0 NA No significant change. 2022-2023 86.7 82 90.0 No significant change. 2023-2024
620 1 NA 76.0 NA No significant change. 2022-2023 77.8 73 76.0 No significant change. 2023-2024
621 1 50.00 100.0 60 Students show growth on this question. 2022-2023 85.0 95 100.0 Students show growth on this question. 2023-2024
700 1 23.00 4.0 22 Students are struggling, they need more practice on this question. 2022-2023 3.0 0 18.0 Students are struggling, they need more practice on this question. 2023-2024
701 1 24.00 4.0 96 Students show growth on this question. 2022-2023 3.0 57 70.0 Students show growth on this question. 2023-2024
702 1 24.00 5.0 25 Students are struggling, they need more practice on this question. 2022-2023 0.0 4 37.0 Students are struggling, they need more practice on this question. 2023-2024
703 1 6.00 24.0 50 Students show growth on this question. 2022-2023 12.0 65 65.0 Students show growth on this question. 2023-2024
704 1 23.00 25.0 20 Students are struggling, they need more practice on this question. 2022-2023 30.0 23 25.0 Students are struggling, they need more practice on this question. 2023-2024
705 1 24.00 13.0 38 Students are struggling, they need more practice on this question. 2022-2023 18.0 20 29.0 Students are struggling, they need more practice on this question. 2023-2024
706 1 14.00 12.0 23 Students are struggling, they need more practice on this question. 2022-2023 21.0 25 29.0 Students are struggling, they need more practice on this question. 2023-2024
707 1 18.52 30.0 46 Students show growth on this question. 2022-2023 23.8 26 18.5 Students are struggling, they need more practice on this question. 2023-2024
708 1 21.00 13.0 26 Students are struggling, they need more practice on this question. 2022-2023 11.0 12 36.0 Students are struggling, they need more practice on this question. 2023-2024
709 1 14.00 NA NA No significant change. 2022-2023 9.0 46 23.0 Students are struggling, they need more practice on this question. 2023-2024
710 1 10.00 NA NA No significant change. 2022-2023 15.0 34 50.0 Students show growth on this question. 2023-2024
711 1 13.33 30.0 45 Students show growth on this question. 2022-2023 39.0 30 27.6 Students are struggling, they need more practice on this question. 2023-2024
712 1 20.00 31.0 38 Students are struggling, they need more practice on this question. 2022-2023 18.0 10 15.4 Students are struggling, they need more practice on this question. 2023-2024
713 1 28.57 18.0 55 Students show growth on this question. 2022-2023 24.0 26 31.0 Students are struggling, they need more practice on this question. 2023-2024
714 1 3.57 17.0 59 Students show growth on this question. 2022-2023 30.0 25 44.8 Students show growth on this question. 2023-2024
715 1 30.00 4.0 31 Students are struggling, they need more practice on this question. 2022-2023 7.0 3 46.0 Students show growth on this question. 2023-2024
716 1 32.00 0.0 14 Students are struggling, they need more practice on this question. 2022-2023 0.0 4 48.0 Students show growth on this question. 2023-2024
717 1 21.43 NA 63 Students show growth on this question. 2022-2023 6.9 28 28.0 Students are struggling, they need more practice on this question. 2023-2024
718 1 46.15 36.0 80 Students show growth on this question. 2022-2023 33.0 32 67.0 Students show growth on this question. 2023-2024
719 1 22.00 38.0 NA No significant change. 2022-2023 14.0 68 57.0 Students show growth on this question. 2023-2024
800 1 55.00 96.0 NA No significant change. 2022-2023 90.0 87 NA No significant change. 2023-2024
801 1 69.00 96.0 NA No significant change. 2022-2023 69.0 92 NA No significant change. 2023-2024
802 1 60.00 73.0 100 Students show growth on this question. 2022-2023 86.0 86 NA No significant change. 2023-2024
803 1 50.00 50.0 72 Students show growth on this question. 2022-2023 20.7 48 NA No significant change. 2023-2024
804 1 55.00 60.7 93 Students show growth on this question. 2022-2023 28.6 40 62.0 Students show growth on this question. 2023-2024
805 1 39.00 79.2 81 Students show growth on this question. 2022-2023 38.5 63 28.0 Students are struggling, they need more practice on this question. 2023-2024
806 1 28.00 39.0 54 Students show growth on this question. 2022-2023 49.0 64 NA No significant change. 2023-2024
807 1 26.00 52.0 72 Students show growth on this question. 2022-2023 44.0 70 NA No significant change. 2023-2024
808 1 17.00 27.3 48 Students show growth on this question. 2022-2023 22.2 85 61.0 Students show growth on this question. 2023-2024
809 1 9.00 NA NA No significant change. 2022-2023 43.0 29 17.0 Students are struggling, they need more practice on this question. 2023-2024
810 1 22.00 NA NA No significant change. 2022-2023 31.0 17 50.0 Students show growth on this question. 2023-2024
811 1 28.00 27.0 69 Students show growth on this question. 2022-2023 39.0 52 NA No significant change. 2023-2024
812 1 52.00 46.0 NA No significant change. 2022-2023 36.0 33 NA No significant change. 2023-2024
813 1 50.00 52.0 85 Students show growth on this question. 2022-2023 32.0 86 90.0 Students show growth on this question. 2023-2024
814 1 38.00 32.0 88 Students show growth on this question. 2022-2023 53.0 69 NA No significant change. 2023-2024
815 1 76.00 50.0 84 No significant change. 2022-2023 39.0 72 NA No significant change. 2023-2024
816 1 59.00 96.0 NA No significant change. 2022-2023 81.0 80 NA No significant change. 2023-2024
817 1 23.00 43.0 83 Students show growth on this question. 2022-2023 22.0 38 NA No significant change. 2023-2024
818 1 31.00 62.0 71 Students show growth on this question. 2022-2023 43.0 75 85.0 Students show growth on this question. 2023-2024
819 1 15.00 30.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 2 62.00 90.0 93 Students show growth on this question. 2022-2023 70.0 56 76.0 No significant change. 2023-2024
601 2 63.00 86.0 92 Students show growth on this question. 2022-2023 60.0 69 86.0 Students show growth on this question. 2023-2024
602 2 50.00 81.0 87 Students show growth on this question. 2022-2023 68.0 67 73.0 No significant change. 2023-2024
603 2 50.00 60.0 94 Students show growth on this question. 2022-2023 69.0 74 70.0 No significant change. 2023-2024
604 2 48.00 54.0 54 No significant change. 2022-2023 52.0 63 78.0 Students show growth on this question. 2023-2024
605 2 17.00 46.0 50 Students show growth on this question. 2022-2023 38.0 58 60.0 Students show growth on this question. 2023-2024
606 2 33.00 46.0 55 Students show growth on this question. 2022-2023 17.0 31 47.0 Students show growth on this question. 2023-2024
607 2 24.00 50.0 60 Students show growth on this question. 2022-2023 44.0 41 64.0 Students show growth on this question. 2023-2024
608 2 65.00 26.0 34 Students are struggling, they need more practice on this question. 2022-2023 41.0 64 55.0 Students show growth on this question. 2023-2024
609 2 50.00 NA NA No significant change. 2022-2023 40.0 35 20.0 Students are struggling, they need more practice on this question. 2023-2024
610 2 49.00 NA NA No significant change. 2022-2023 25.0 30 25.0 Students are struggling, they need more practice on this question. 2023-2024
611 2 39.00 40.0 58 Students show growth on this question. 2022-2023 35.0 69 60.7 Students show growth on this question. 2023-2024
612 2 50.00 52.0 87 Students show growth on this question. 2022-2023 42.0 44 60.7 Students show growth on this question. 2023-2024
613 2 50.00 48.0 54 No significant change. 2022-2023 30.0 50 66.7 Students show growth on this question. 2023-2024
614 2 43.00 32.0 39 Students are struggling, they need more practice on this question. 2022-2023 42.0 59 53.6 Students show growth on this question. 2023-2024
615 2 NA 55.0 NA No significant change. 2022-2023 58.6 79 50.0 No significant change. 2023-2024
616 2 40.00 62.0 76 Students show growth on this question. 2022-2023 50.0 56 68.0 Students show growth on this question. 2023-2024
617 2 62.00 32.0 66 No significant change. 2022-2023 39.0 50 58.6 Students show growth on this question. 2023-2024
618 2 NA 35.0 NA No significant change. 2022-2023 39.1 59 64.0 Students show growth on this question. 2023-2024
619 2 NA 44.0 NA No significant change. 2022-2023 56.7 57 76.0 Students show growth on this question. 2023-2024
620 2 NA 35.0 NA No significant change. 2022-2023 55.6 50 80.0 Students show growth on this question. 2023-2024
621 2 50.00 33.0 0 Students are struggling, they need more practice on this question. 2022-2023 60.0 45 80.0 Students show growth on this question. 2023-2024
700 2 52.00 35.0 39 Students are struggling, they need more practice on this question. 2022-2023 52.0 40 39.0 Students are struggling, they need more practice on this question. 2023-2024
701 2 36.00 48.0 88 Students show growth on this question. 2022-2023 27.0 61 68.0 Students show growth on this question. 2023-2024
702 2 48.00 10.0 5 Students are struggling, they need more practice on this question. 2022-2023 31.0 36 37.0 Students are struggling, they need more practice on this question. 2023-2024
703 2 38.00 47.0 38 Students are struggling, they need more practice on this question. 2022-2023 42.0 62 79.0 Students show growth on this question. 2023-2024
704 2 36.00 50.0 34 Students are struggling, they need more practice on this question. 2022-2023 57.0 60 50.0 No significant change. 2023-2024
705 2 34.00 39.0 34 Students are struggling, they need more practice on this question. 2022-2023 36.0 35 42.0 No significant change. 2023-2024
706 2 32.00 32.0 31 Students are struggling, they need more practice on this question. 2022-2023 46.0 33 33.0 Students are struggling, they need more practice on this question. 2023-2024
707 2 25.93 52.0 31 Students are struggling, they need more practice on this question. 2022-2023 42.9 30 44.4 No significant change. 2023-2024
708 2 25.00 35.0 31 Students are struggling, they need more practice on this question. 2022-2023 29.0 40 27.0 Students are struggling, they need more practice on this question. 2023-2024
709 2 0.00 NA NA No significant change. 2022-2023 46.0 37 45.0 No significant change. 2023-2024
710 2 60.00 NA NA No significant change. 2022-2023 29.0 12 38.0 Students are struggling, they need more practice on this question. 2023-2024
711 2 36.67 11.0 24 Students are struggling, they need more practice on this question. 2022-2023 30.0 44 31.0 Students are struggling, they need more practice on this question. 2023-2024
712 2 33.33 34.0 7 Students are struggling, they need more practice on this question. 2022-2023 57.0 38 50.0 No significant change. 2023-2024
713 2 46.43 36.0 55 No significant change. 2022-2023 38.0 44 34.5 Students are struggling, they need more practice on this question. 2023-2024
714 2 53.57 38.0 34 Students are struggling, they need more practice on this question. 2022-2023 56.0 64 51.7 No significant change. 2023-2024
715 2 41.00 20.0 15 Students are struggling, they need more practice on this question. 2022-2023 37.0 43 55.0 Students show growth on this question. 2023-2024
716 2 59.00 24.0 18 Students are struggling, they need more practice on this question. 2022-2023 44.0 68 26.0 Students are struggling, they need more practice on this question. 2023-2024
717 2 25.00 NA 63 Students show growth on this question. 2022-2023 37.9 62 21.0 Students are struggling, they need more practice on this question. 2023-2024
718 2 57.69 43.0 84 Students show growth on this question. 2022-2023 33.0 25 54.0 Students show growth on this question. 2023-2024
719 2 33.00 46.0 NA No significant change. 2022-2023 28.0 75 57.0 Students show growth on this question. 2023-2024
800 2 72.00 82.0 NA No significant change. 2022-2023 80.0 90 NA No significant change. 2023-2024
801 2 86.00 86.0 NA No significant change. 2022-2023 79.0 96 NA No significant change. 2023-2024
802 2 80.00 90.0 100 Students show growth on this question. 2022-2023 83.0 83 NA No significant change. 2023-2024
803 2 76.00 73.1 84 No significant change. 2022-2023 79.3 80 NA No significant change. 2023-2024
804 2 77.00 71.4 97 Students show growth on this question. 2022-2023 60.7 74 86.0 Students show growth on this question. 2023-2024
805 2 91.00 83.3 86 No significant change. 2022-2023 57.7 70 84.0 Students show growth on this question. 2023-2024
806 2 60.00 54.0 77 Students show growth on this question. 2022-2023 61.0 77 NA No significant change. 2023-2024
807 2 70.00 64.0 86 Students show growth on this question. 2022-2023 56.0 78 NA No significant change. 2023-2024
808 2 47.00 36.4 81 Students show growth on this question. 2022-2023 63.0 92 79.0 Students show growth on this question. 2023-2024
809 2 18.00 NA NA No significant change. 2022-2023 100.0 43 34.0 Students are struggling, they need more practice on this question. 2023-2024
810 2 33.00 NA NA No significant change. 2022-2023 77.0 25 34.0 Students are struggling, they need more practice on this question. 2023-2024
811 2 72.00 85.0 81 No significant change. 2022-2023 49.0 61 NA No significant change. 2023-2024
812 2 61.00 64.0 NA No significant change. 2022-2023 57.0 70 NA No significant change. 2023-2024
813 2 79.00 61.0 90 Students show growth on this question. 2022-2023 39.0 83 87.0 Students show growth on this question. 2023-2024
814 2 71.00 64.0 88 Students show growth on this question. 2022-2023 70.0 76 NA No significant change. 2023-2024
815 2 88.00 84.6 100 Students show growth on this question. 2022-2023 53.0 92 NA No significant change. 2023-2024
816 2 89.00 89.0 NA No significant change. 2022-2023 85.0 73 NA No significant change. 2023-2024
817 2 50.00 31.0 90 Students show growth on this question. 2022-2023 70.0 76 NA No significant change. 2023-2024
818 2 42.00 65.0 88 Students show growth on this question. 2022-2023 73.0 79 80.0 No significant change. 2023-2024
819 2 55.00 61.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 3 38.00 55.0 72 Students show growth on this question. 2022-2023 30.0 52 45.0 Students show growth on this question. 2023-2024
601 3 30.00 57.0 76 Students show growth on this question. 2022-2023 39.0 38 79.0 Students show growth on this question. 2023-2024
602 3 43.00 44.0 66 Students show growth on this question. 2022-2023 44.0 45 66.0 Students show growth on this question. 2023-2024
603 3 20.00 43.0 67 Students show growth on this question. 2022-2023 46.0 70 70.0 Students show growth on this question. 2023-2024
604 3 30.00 41.0 39 Students are struggling, they need more practice on this question. 2022-2023 40.0 56 49.0 No significant change. 2023-2024
605 3 9.00 55.0 50 Students show growth on this question. 2022-2023 14.0 11 30.0 Students are struggling, they need more practice on this question. 2023-2024
606 3 17.00 18.0 50 Students show growth on this question. 2022-2023 30.0 13 31.0 Students are struggling, they need more practice on this question. 2023-2024
607 3 36.00 20.0 28 Students are struggling, they need more practice on this question. 2022-2023 26.0 41 60.0 Students show growth on this question. 2023-2024
608 3 27.00 21.0 25 Students are struggling, they need more practice on this question. 2022-2023 36.0 32 59.0 Students show growth on this question. 2023-2024
609 3 15.00 NA NA No significant change. 2022-2023 43.0 40 35.0 Students are struggling, they need more practice on this question. 2023-2024
610 3 18.00 NA NA No significant change. 2022-2023 35.0 40 30.0 Students are struggling, they need more practice on this question. 2023-2024
611 3 23.00 28.0 29 Students are struggling, they need more practice on this question. 2022-2023 22.0 44 46.4 Students show growth on this question. 2023-2024
612 3 38.00 52.0 73 Students show growth on this question. 2022-2023 15.0 20 39.3 Students are struggling, they need more practice on this question. 2023-2024
613 3 25.00 28.0 57 Students show growth on this question. 2022-2023 26.0 38 53.3 Students show growth on this question. 2023-2024
614 3 20.00 36.0 17 Students are struggling, they need more practice on this question. 2022-2023 21.0 27 46.4 Students show growth on this question. 2023-2024
615 3 NA 59.0 NA No significant change. 2022-2023 27.6 54 50.0 Students show growth on this question. 2023-2024
616 3 23.00 46.0 48 Students show growth on this question. 2022-2023 21.0 37 43.0 Students show growth on this question. 2023-2024
617 3 14.00 12.0 35 Students are struggling, they need more practice on this question. 2022-2023 23.0 12 17.2 Students are struggling, they need more practice on this question. 2023-2024
618 3 NA 21.0 NA No significant change. 2022-2023 17.4 26 28.0 Students are struggling, they need more practice on this question. 2023-2024
619 3 NA 56.0 NA No significant change. 2022-2023 23.3 29 31.0 Students are struggling, they need more practice on this question. 2023-2024
620 3 NA 21.0 NA No significant change. 2022-2023 37.0 27 44.0 No significant change. 2023-2024
621 3 17.00 0.0 20 Students are struggling, they need more practice on this question. 2022-2023 45.0 55 60.0 Students show growth on this question. 2023-2024
700 3 39.00 26.0 96 Students show growth on this question. 2022-2023 28.0 13 89.0 Students show growth on this question. 2023-2024
701 3 40.00 68.0 92 Students show growth on this question. 2022-2023 57.0 61 84.0 Students show growth on this question. 2023-2024
702 3 33.00 10.0 90 Students show growth on this question. 2022-2023 19.0 8 93.0 Students show growth on this question. 2023-2024
703 3 19.00 65.0 82 Students show growth on this question. 2022-2023 50.0 69 68.0 Students show growth on this question. 2023-2024
704 3 23.00 60.0 100 Students show growth on this question. 2022-2023 47.0 67 79.0 Students show growth on this question. 2023-2024
705 3 14.00 78.0 63 Students show growth on this question. 2022-2023 36.0 70 63.0 Students show growth on this question. 2023-2024
706 3 46.00 64.0 73 Students show growth on this question. 2022-2023 33.0 50 48.0 Students show growth on this question. 2023-2024
707 3 25.93 48.0 72 Students show growth on this question. 2022-2023 47.6 44 48.1 No significant change. 2023-2024
708 3 39.00 39.0 44 No significant change. 2022-2023 54.0 64 73.0 Students show growth on this question. 2023-2024
709 3 14.00 NA NA No significant change. 2022-2023 28.0 46 45.0 Students show growth on this question. 2023-2024
710 3 0.00 NA NA No significant change. 2022-2023 43.0 34 50.0 No significant change. 2023-2024
711 3 26.67 59.0 72 Students show growth on this question. 2022-2023 61.0 52 65.5 No significant change. 2023-2024
712 3 36.67 55.0 62 Students show growth on this question. 2022-2023 68.0 59 76.9 No significant change. 2023-2024
713 3 35.71 61.0 90 Students show growth on this question. 2022-2023 48.0 52 58.6 Students show growth on this question. 2023-2024
714 3 28.57 72.0 72 Students show growth on this question. 2022-2023 59.0 61 69.0 Students show growth on this question. 2023-2024
715 3 30.00 12.0 89 Students show growth on this question. 2022-2023 13.0 20 91.0 Students show growth on this question. 2023-2024
716 3 32.00 10.0 86 Students show growth on this question. 2022-2023 22.0 16 65.0 Students show growth on this question. 2023-2024
717 3 46.43 NA 89 Students show growth on this question. 2022-2023 55.2 59 48.0 No significant change. 2023-2024
718 3 26.92 50.0 76 Students show growth on this question. 2022-2023 44.0 54 54.0 Students show growth on this question. 2023-2024
719 3 22.00 38.0 NA No significant change. 2022-2023 59.0 75 82.0 Students show growth on this question. 2023-2024
800 3 62.00 67.0 NA No significant change. 2022-2023 72.0 77 NA No significant change. 2023-2024
801 3 59.00 64.0 NA No significant change. 2022-2023 83.0 71 NA No significant change. 2023-2024
802 3 53.00 66.0 100 Students show growth on this question. 2022-2023 76.0 90 NA No significant change. 2023-2024
803 3 57.00 84.6 84 Students show growth on this question. 2022-2023 69.5 61 NA No significant change. 2023-2024
804 3 66.00 78.6 97 Students show growth on this question. 2022-2023 46.4 70 93.0 Students show growth on this question. 2023-2024
805 3 34.00 70.8 95 Students show growth on this question. 2022-2023 30.8 59 88.0 Students show growth on this question. 2023-2024
806 3 68.00 62.0 85 Students show growth on this question. 2022-2023 46.0 77 NA No significant change. 2023-2024
807 3 26.00 48.0 79 Students show growth on this question. 2022-2023 41.0 57 NA No significant change. 2023-2024
808 3 26.00 54.5 71 Students show growth on this question. 2022-2023 33.0 88 75.0 Students show growth on this question. 2023-2024
809 3 9.00 NA NA No significant change. 2022-2023 15.0 43 50.0 Students show growth on this question. 2023-2024
810 3 33.00 NA NA No significant change. 2022-2023 16.0 34 42.0 Students show growth on this question. 2023-2024
811 3 32.00 54.0 81 Students show growth on this question. 2022-2023 36.0 57 NA No significant change. 2023-2024
812 3 44.00 64.0 NA No significant change. 2022-2023 43.0 27 NA No significant change. 2023-2024
813 3 71.00 44.0 80 No significant change. 2022-2023 32.0 79 80.0 Students show growth on this question. 2023-2024
814 3 38.00 46.0 79 Students show growth on this question. 2022-2023 63.0 62 NA No significant change. 2023-2024
815 3 50.00 65.4 92 Students show growth on this question. 2022-2023 39.0 68 NA No significant change. 2023-2024
816 3 63.00 82.0 NA No significant change. 2022-2023 77.0 77 NA No significant change. 2023-2024
817 3 35.00 46.0 90 Students show growth on this question. 2022-2023 61.0 55 NA No significant change. 2023-2024
818 3 23.00 62.0 79 Students show growth on this question. 2022-2023 50.0 79 80.0 Students show growth on this question. 2023-2024
819 3 35.00 57.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 4 55.00 59.0 86 Students show growth on this question. 2022-2023 56.0 52 69.0 Students show growth on this question. 2023-2024
601 4 66.00 64.0 80 Students show growth on this question. 2022-2023 46.0 42 54.0 No significant change. 2023-2024
602 4 46.00 44.0 59 Students show growth on this question. 2022-2023 48.0 49 52.0 No significant change. 2023-2024
603 4 50.00 73.0 94 Students show growth on this question. 2022-2023 65.0 62 74.0 No significant change. 2023-2024
604 4 33.00 32.0 58 Students show growth on this question. 2022-2023 60.0 48 63.0 No significant change. 2023-2024
605 4 39.00 29.0 39 Students are struggling, they need more practice on this question. 2022-2023 19.0 32 41.0 Students show growth on this question. 2023-2024
606 4 54.00 14.0 65 Students show growth on this question. 2022-2023 26.0 35 50.0 Students show growth on this question. 2023-2024
607 4 20.00 30.0 47 Students show growth on this question. 2022-2023 22.0 37 48.0 Students show growth on this question. 2023-2024
608 4 42.00 30.0 34 Students are struggling, they need more practice on this question. 2022-2023 55.0 32 63.0 No significant change. 2023-2024
609 4 32.00 NA NA No significant change. 2022-2023 18.0 32 41.0 Students show growth on this question. 2023-2024
610 4 35.00 NA NA No significant change. 2022-2023 19.0 30 45.0 Students show growth on this question. 2023-2024
611 4 35.00 72.0 54 Students show growth on this question. 2022-2023 22.0 38 60.7 Students show growth on this question. 2023-2024
612 4 23.00 76.0 65 Students show growth on this question. 2022-2023 42.0 52 64.3 Students show growth on this question. 2023-2024
613 4 33.00 44.0 57 Students show growth on this question. 2022-2023 37.0 50 50.0 Students show growth on this question. 2023-2024
614 4 33.00 40.0 75 Students show growth on this question. 2022-2023 28.0 41 64.3 Students show growth on this question. 2023-2024
615 4 NA 48.0 NA No significant change. 2022-2023 24.1 29 57.0 Students show growth on this question. 2023-2024
616 4 60.00 73.0 68 No significant change. 2022-2023 46.0 23 43.0 No significant change. 2023-2024
617 4 45.00 36.0 41 No significant change. 2022-2023 46.0 35 41.4 No significant change. 2023-2024
618 4 NA 28.0 NA No significant change. 2022-2023 30.4 37 52.0 Students show growth on this question. 2023-2024
619 4 NA 37.0 NA No significant change. 2022-2023 30.0 64 83.0 Students show growth on this question. 2023-2024
620 4 NA 31.0 NA No significant change. 2022-2023 40.7 50 92.0 Students show growth on this question. 2023-2024
621 4 33.00 50.0 20 Students are struggling, they need more practice on this question. 2022-2023 40.0 50 65.0 Students show growth on this question. 2023-2024
700 4 61.00 61.0 70 No significant change. 2022-2023 62.0 57 57.0 No significant change. 2023-2024
701 4 48.00 48.0 92 Students show growth on this question. 2022-2023 50.0 71 90.0 Students show growth on this question. 2023-2024
702 4 62.00 62.0 80 Students show growth on this question. 2022-2023 54.0 60 41.0 No significant change. 2023-2024
703 4 63.00 53.0 75 Students show growth on this question. 2022-2023 54.0 69 72.0 Students show growth on this question. 2023-2024
704 4 41.00 70.0 39 Students are struggling, they need more practice on this question. 2022-2023 37.0 43 61.0 Students show growth on this question. 2023-2024
705 4 14.00 30.0 38 Students are struggling, they need more practice on this question. 2022-2023 50.0 54 54.0 No significant change. 2023-2024
706 4 32.00 40.0 50 Students show growth on this question. 2022-2023 46.0 33 38.0 Students are struggling, they need more practice on this question. 2023-2024
707 4 25.93 33.0 28 Students are struggling, they need more practice on this question. 2022-2023 14.3 44 48.1 Students show growth on this question. 2023-2024
708 4 29.00 26.0 35 Students are struggling, they need more practice on this question. 2022-2023 39.0 40 55.0 Students show growth on this question. 2023-2024
709 4 14.00 NA NA No significant change. 2022-2023 37.0 28 67.0 Students show growth on this question. 2023-2024
710 4 10.00 NA NA No significant change. 2022-2023 0.0 12 50.0 Students show growth on this question. 2023-2024
711 4 40.00 56.0 48 No significant change. 2022-2023 39.0 37 48.3 No significant change. 2023-2024
712 4 36.67 55.0 45 No significant change. 2022-2023 43.0 52 76.9 Students show growth on this question. 2023-2024
713 4 28.57 50.0 62 Students show growth on this question. 2022-2023 48.0 44 34.5 Students are struggling, they need more practice on this question. 2023-2024
714 4 46.43 59.0 55 No significant change. 2022-2023 44.0 61 58.6 Students show growth on this question. 2023-2024
715 4 41.00 72.0 62 Students show growth on this question. 2022-2023 63.0 57 34.0 Students are struggling, they need more practice on this question. 2023-2024
716 4 36.00 62.0 64 Students show growth on this question. 2022-2023 59.0 64 48.0 No significant change. 2023-2024
717 4 28.57 NA 81 Students show growth on this question. 2022-2023 17.2 59 28.0 Students are struggling, they need more practice on this question. 2023-2024
718 4 3.85 22.0 88 Students show growth on this question. 2022-2023 33.0 43 71.0 Students show growth on this question. 2023-2024
719 4 22.00 31.0 NA No significant change. 2022-2023 52.0 82 72.0 Students show growth on this question. 2023-2024
800 4 24.00 41.0 NA No significant change. 2022-2023 83.0 97 NA No significant change. 2023-2024
801 4 38.00 54.0 NA No significant change. 2022-2023 79.0 83 NA No significant change. 2023-2024
802 4 20.00 50.0 100 Students show growth on this question. 2022-2023 90.0 97 NA No significant change. 2023-2024
803 4 23.00 38.5 72 Students show growth on this question. 2022-2023 75.9 77 NA No significant change. 2023-2024
804 4 25.00 53.6 97 Students show growth on this question. 2022-2023 53.6 59 79.0 Students show growth on this question. 2023-2024
805 4 21.00 50.0 76 Students show growth on this question. 2022-2023 46.2 74 56.0 No significant change. 2023-2024
806 4 40.00 35.0 62 Students show growth on this question. 2022-2023 68.0 82 NA No significant change. 2023-2024
807 4 35.00 48.0 76 Students show growth on this question. 2022-2023 63.0 57 NA No significant change. 2023-2024
808 4 43.00 36.4 57 Students show growth on this question. 2022-2023 51.9 85 61.0 No significant change. 2023-2024
809 4 0.00 NA NA No significant change. 2022-2023 43.0 29 0.0 Students are struggling, they need more practice on this question. 2023-2024
810 4 44.00 NA NA No significant change. 2022-2023 31.0 25 50.0 Students show growth on this question. 2023-2024
811 4 28.00 23.0 81 Students show growth on this question. 2022-2023 58.0 35 NA No significant change. 2023-2024
812 4 22.00 36.0 NA No significant change. 2022-2023 64.0 53 NA No significant change. 2023-2024
813 4 42.00 52.0 85 Students show growth on this question. 2022-2023 21.0 90 90.0 Students show growth on this question. 2023-2024
814 4 29.00 41.0 88 Students show growth on this question. 2022-2023 63.0 72 NA No significant change. 2023-2024
815 4 42.00 34.6 92 Students show growth on this question. 2022-2023 67.0 92 NA No significant change. 2023-2024
816 4 44.00 44.0 NA No significant change. 2022-2023 85.0 80 NA No significant change. 2023-2024
817 4 15.00 50.0 80 Students show growth on this question. 2022-2023 48.0 79 NA No significant change. 2023-2024
818 4 35.00 62.0 88 Students show growth on this question. 2022-2023 46.0 87 90.0 Students show growth on this question. 2023-2024
819 4 15.00 30.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 5 52.00 76.0 86 Students show growth on this question. 2022-2023 56.0 66 80.0 Students show growth on this question. 2023-2024
601 5 60.00 86.0 96 Students show growth on this question. 2022-2023 67.0 76 79.0 Students show growth on this question. 2023-2024
602 5 56.00 67.0 90 Students show growth on this question. 2022-2023 44.0 49 69.0 Students show growth on this question. 2023-2024
603 5 63.00 83.0 94 Students show growth on this question. 2022-2023 57.0 74 70.0 Students show growth on this question. 2023-2024
604 5 44.00 77.0 66 Students show growth on this question. 2022-2023 60.0 59 67.0 No significant change. 2023-2024
605 5 22.00 21.0 50 Students show growth on this question. 2022-2023 43.0 48 49.0 No significant change. 2023-2024
606 5 38.00 36.0 50 Students show growth on this question. 2022-2023 48.0 22 39.0 Students are struggling, they need more practice on this question. 2023-2024
607 5 40.00 45.0 40 No significant change. 2022-2023 44.0 19 28.0 Students are struggling, they need more practice on this question. 2023-2024
608 5 31.00 83.0 42 Students show growth on this question. 2022-2023 36.0 56 55.0 Students show growth on this question. 2023-2024
609 5 40.00 NA NA No significant change. 2022-2023 25.0 25 30.0 Students are struggling, they need more practice on this question. 2023-2024
610 5 32.00 NA NA No significant change. 2022-2023 30.0 30 30.0 Students are struggling, they need more practice on this question. 2023-2024
611 5 27.00 64.0 67 Students show growth on this question. 2022-2023 35.0 25 64.3 Students show growth on this question. 2023-2024
612 5 46.00 48.0 57 Students show growth on this question. 2022-2023 39.0 44 71.4 Students show growth on this question. 2023-2024
613 5 25.00 60.0 82 Students show growth on this question. 2022-2023 41.0 42 53.3 Students show growth on this question. 2023-2024
614 5 40.00 48.0 44 No significant change. 2022-2023 46.0 59 67.9 Students show growth on this question. 2023-2024
615 5 NA 55.0 NA No significant change. 2022-2023 44.8 50 57.0 Students show growth on this question. 2023-2024
616 5 63.00 73.0 76 Students show growth on this question. 2022-2023 39.0 34 61.0 Students show growth on this question. 2023-2024
617 5 17.00 28.0 31 Students are struggling, they need more practice on this question. 2022-2023 31.0 35 62.1 Students show growth on this question. 2023-2024
618 5 NA 62.0 NA No significant change. 2022-2023 8.7 56 52.0 Students show growth on this question. 2023-2024
619 5 NA 44.0 NA No significant change. 2022-2023 36.7 43 62.0 Students show growth on this question. 2023-2024
620 5 NA 38.0 NA No significant change. 2022-2023 44.4 46 80.0 Students show growth on this question. 2023-2024
621 5 50.00 0.0 40 No significant change. 2022-2023 50.0 55 60.0 Students show growth on this question. 2023-2024
700 5 65.00 52.0 57 No significant change. 2022-2023 59.0 50 68.0 No significant change. 2023-2024
701 5 48.00 68.0 96 Students show growth on this question. 2022-2023 53.0 61 78.0 Students show growth on this question. 2023-2024
702 5 29.00 29.0 40 Students show growth on this question. 2022-2023 42.0 52 44.0 No significant change. 2023-2024
703 5 38.00 47.0 44 No significant change. 2022-2023 50.0 73 86.0 Students show growth on this question. 2023-2024
704 5 32.00 25.0 30 Students are struggling, they need more practice on this question. 2022-2023 23.0 47 57.0 Students show growth on this question. 2023-2024
705 5 21.00 22.0 25 Students are struggling, they need more practice on this question. 2022-2023 46.0 39 33.0 Students are struggling, they need more practice on this question. 2023-2024
706 5 54.00 44.0 39 Students are struggling, they need more practice on this question. 2022-2023 58.0 21 29.0 Students are struggling, they need more practice on this question. 2023-2024
707 5 33.33 19.0 17 Students are struggling, they need more practice on this question. 2022-2023 28.6 48 37.0 Students are struggling, they need more practice on this question. 2023-2024
708 5 21.00 39.0 35 Students are struggling, they need more practice on this question. 2022-2023 39.0 24 27.0 Students are struggling, they need more practice on this question. 2023-2024
709 5 14.00 NA NA No significant change. 2022-2023 37.0 0 34.0 Students are struggling, they need more practice on this question. 2023-2024
710 5 30.00 NA NA No significant change. 2022-2023 15.0 23 25.0 Students are struggling, they need more practice on this question. 2023-2024
711 5 36.67 30.0 41 No significant change. 2022-2023 17.0 48 31.0 Students are struggling, they need more practice on this question. 2023-2024
712 5 43.33 24.0 34 Students are struggling, they need more practice on this question. 2022-2023 36.0 38 42.3 No significant change. 2023-2024
713 5 39.29 57.0 59 Students show growth on this question. 2022-2023 10.0 37 24.1 Students are struggling, they need more practice on this question. 2023-2024
714 5 32.14 45.0 48 Students show growth on this question. 2022-2023 30.0 54 44.8 Students show growth on this question. 2023-2024
715 5 48.00 48.0 73 Students show growth on this question. 2022-2023 57.0 37 46.0 No significant change. 2023-2024
716 5 5.00 57.0 50 Students show growth on this question. 2022-2023 41.0 40 48.0 No significant change. 2023-2024
717 5 17.86 NA 74 Students show growth on this question. 2022-2023 20.7 48 24.0 Students are struggling, they need more practice on this question. 2023-2024
718 5 46.15 18.0 80 Students show growth on this question. 2022-2023 19.0 43 75.0 Students show growth on this question. 2023-2024
719 5 33.00 23.0 NA No significant change. 2022-2023 28.0 82 75.0 Students show growth on this question. 2023-2024
800 5 86.00 96.0 NA No significant change. 2022-2023 76.0 73 NA No significant change. 2023-2024
801 5 72.00 93.0 NA No significant change. 2022-2023 76.0 71 NA No significant change. 2023-2024
802 5 80.00 87.0 100 Students show growth on this question. 2022-2023 69.0 93 NA No significant change. 2023-2024
803 5 80.00 73.1 92 Students show growth on this question. 2022-2023 65.5 74 NA No significant change. 2023-2024
804 5 88.00 78.6 90 No significant change. 2022-2023 35.7 66 90.0 Students show growth on this question. 2023-2024
805 5 82.00 79.2 95 Students show growth on this question. 2022-2023 53.8 74 92.0 Students show growth on this question. 2023-2024
806 5 68.00 62.0 66 No significant change. 2022-2023 60.0 64 NA No significant change. 2023-2024
807 5 74.00 56.0 76 No significant change. 2022-2023 56.0 61 NA No significant change. 2023-2024
808 5 30.00 72.7 86 Students show growth on this question. 2022-2023 63.0 81 93.0 Students show growth on this question. 2023-2024
809 5 73.00 NA NA No significant change. 2022-2023 15.0 43 0.0 Students are struggling, they need more practice on this question. 2023-2024
810 5 22.00 NA NA No significant change. 2022-2023 54.0 34 50.0 No significant change. 2023-2024
811 5 56.00 65.0 88 Students show growth on this question. 2022-2023 47.0 48 NA No significant change. 2023-2024
812 5 70.00 86.0 NA No significant change. 2022-2023 43.0 57 NA No significant change. 2023-2024
813 5 75.00 83.0 90 Students show growth on this question. 2022-2023 32.0 76 78.0 Students show growth on this question. 2023-2024
814 5 63.00 64.0 96 Students show growth on this question. 2022-2023 73.0 69 NA No significant change. 2023-2024
815 5 76.00 42.3 96 Students show growth on this question. 2022-2023 60.0 68 NA No significant change. 2023-2024
816 5 78.00 93.0 NA No significant change. 2022-2023 62.0 97 NA No significant change. 2023-2024
817 5 46.00 46.0 83 Students show growth on this question. 2022-2023 52.0 72 NA No significant change. 2023-2024
818 5 46.00 81.0 83 Students show growth on this question. 2022-2023 54.0 64 72.0 Students show growth on this question. 2023-2024
819 5 60.00 91.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 6 21.00 31.0 58 Students show growth on this question. 2022-2023 80.0 59 90.0 Students show growth on this question. 2023-2024
601 6 26.00 7.0 44 Students show growth on this question. 2022-2023 78.0 63 93.0 Students show growth on this question. 2023-2024
602 6 33.00 22.0 63 Students show growth on this question. 2022-2023 80.0 67 83.0 No significant change. 2023-2024
603 6 30.00 33.0 74 Students show growth on this question. 2022-2023 76.0 93 90.0 Students show growth on this question. 2023-2024
604 6 33.00 14.0 39 Students are struggling, they need more practice on this question. 2022-2023 60.0 71 86.0 Students show growth on this question. 2023-2024
605 6 22.00 42.0 31 Students are struggling, they need more practice on this question. 2022-2023 29.0 48 67.0 Students show growth on this question. 2023-2024
606 6 42.00 23.0 35 Students are struggling, they need more practice on this question. 2022-2023 48.0 52 70.0 Students show growth on this question. 2023-2024
607 6 24.00 60.0 20 Students are struggling, they need more practice on this question. 2022-2023 48.0 52 68.0 Students show growth on this question. 2023-2024
608 6 38.00 17.0 34 Students are struggling, they need more practice on this question. 2022-2023 32.0 60 67.0 Students show growth on this question. 2023-2024
609 6 10.00 NA NA No significant change. 2022-2023 37.0 37 25.0 Students are struggling, they need more practice on this question. 2023-2024
610 6 17.00 NA NA No significant change. 2022-2023 30.0 35 20.0 Students are struggling, they need more practice on this question. 2023-2024
611 6 19.00 36.0 42 Students show growth on this question. 2022-2023 70.0 81 71.4 No significant change. 2023-2024
612 6 27.00 24.0 44 Students show growth on this question. 2022-2023 54.0 84 64.3 Students show growth on this question. 2023-2024
613 6 16.00 32.0 61 Students show growth on this question. 2022-2023 63.0 54 83.3 Students show growth on this question. 2023-2024
614 6 17.00 16.0 39 Students are struggling, they need more practice on this question. 2022-2023 42.0 68 75.0 Students show growth on this question. 2023-2024
615 6 NA 45.0 NA No significant change. 2022-2023 62.1 68 71.0 No significant change. 2023-2024
616 6 40.00 31.0 56 Students show growth on this question. 2022-2023 67.0 60 86.0 Students show growth on this question. 2023-2024
617 6 17.00 16.0 31 Students are struggling, they need more practice on this question. 2022-2023 35.0 46 69.0 Students show growth on this question. 2023-2024
618 6 NA 28.0 NA No significant change. 2022-2023 65.2 63 60.0 No significant change. 2023-2024
619 6 NA 30.0 NA No significant change. 2022-2023 63.3 71 79.0 Students show growth on this question. 2023-2024
620 6 NA 28.0 NA No significant change. 2022-2023 66.7 73 88.0 Students show growth on this question. 2023-2024
621 6 33.00 50.0 20 Students are struggling, they need more practice on this question. 2022-2023 50.0 75 75.0 Students show growth on this question. 2023-2024
700 6 57.00 65.0 78 Students show growth on this question. 2022-2023 45.0 57 57.0 Students show growth on this question. 2023-2024
701 6 36.00 32.0 88 Students show growth on this question. 2022-2023 40.0 61 70.0 Students show growth on this question. 2023-2024
702 6 29.00 43.0 65 Students show growth on this question. 2022-2023 42.0 60 85.0 Students show growth on this question. 2023-2024
703 6 50.00 47.0 50 No significant change. 2022-2023 27.0 65 82.0 Students show growth on this question. 2023-2024
704 6 23.00 40.0 58 Students show growth on this question. 2022-2023 40.0 30 46.0 No significant change. 2023-2024
705 6 24.00 26.0 55 Students show growth on this question. 2022-2023 27.0 31 33.0 Students are struggling, they need more practice on this question. 2023-2024
706 6 14.00 32.0 43 Students show growth on this question. 2022-2023 25.0 42 24.0 Students are struggling, they need more practice on this question. 2023-2024
707 6 18.52 41.0 34 Students are struggling, they need more practice on this question. 2022-2023 23.8 35 22.2 Students are struggling, they need more practice on this question. 2023-2024
708 6 21.00 30.0 31 Students are struggling, they need more practice on this question. 2022-2023 54.0 40 36.0 Students are struggling, they need more practice on this question. 2023-2024
709 6 14.00 NA NA No significant change. 2022-2023 27.0 73 78.0 Students show growth on this question. 2023-2024
710 6 10.00 NA NA No significant change. 2022-2023 15.0 23 13.0 Students are struggling, they need more practice on this question. 2023-2024
711 6 16.67 48.0 41 Students show growth on this question. 2022-2023 30.0 41 44.8 Students show growth on this question. 2023-2024
712 6 33.33 34.0 31 Students are struggling, they need more practice on this question. 2022-2023 43.0 41 46.2 No significant change. 2023-2024
713 6 25.00 36.0 69 Students show growth on this question. 2022-2023 38.0 30 48.3 Students show growth on this question. 2023-2024
714 6 28.57 24.0 55 Students show growth on this question. 2022-2023 26.0 39 51.7 Students show growth on this question. 2023-2024
715 6 37.00 56.0 58 Students show growth on this question. 2022-2023 57.0 50 64.0 No significant change. 2023-2024
716 6 36.00 33.0 27 Students are struggling, they need more practice on this question. 2022-2023 37.0 40 44.0 No significant change. 2023-2024
717 6 25.00 NA 85 Students show growth on this question. 2022-2023 20.7 28 45.0 Students show growth on this question. 2023-2024
718 6 26.92 25.0 84 Students show growth on this question. 2022-2023 22.0 43 67.0 Students show growth on this question. 2023-2024
719 6 22.00 46.0 NA No significant change. 2022-2023 35.0 75 72.0 Students show growth on this question. 2023-2024
800 6 83.00 82.0 NA No significant change. 2022-2023 48.0 43 NA No significant change. 2023-2024
801 6 90.00 89.0 NA No significant change. 2022-2023 33.0 33 NA No significant change. 2023-2024
802 6 80.00 97.0 100 Students show growth on this question. 2022-2023 28.0 45 NA No significant change. 2023-2024
803 6 69.00 88.5 84 Students show growth on this question. 2022-2023 65.5 35 NA No significant change. 2023-2024
804 6 92.00 89.3 97 No significant change. 2022-2023 8.0 22 83.0 Students show growth on this question. 2023-2024
805 6 69.00 70.8 100 Students show growth on this question. 2022-2023 24.0 61 84.0 Students show growth on this question. 2023-2024
806 6 56.00 66.0 73 Students show growth on this question. 2022-2023 43.0 64 NA No significant change. 2023-2024
807 6 78.00 60.0 72 No significant change. 2022-2023 39.0 43 NA No significant change. 2023-2024
808 6 60.00 77.3 57 No significant change. 2022-2023 59.3 70 79.0 Students show growth on this question. 2023-2024
809 6 55.00 NA NA No significant change. 2022-2023 50.0 29 67.0 Students show growth on this question. 2023-2024
810 6 33.00 NA NA No significant change. 2022-2023 46.0 25 25.0 Students are struggling, they need more practice on this question. 2023-2024
811 6 48.00 65.0 88 Students show growth on this question. 2022-2023 41.0 29 NA No significant change. 2023-2024
812 6 65.00 77.0 NA No significant change. 2022-2023 22.0 23 NA No significant change. 2023-2024
813 6 71.00 83.0 80 No significant change. 2022-2023 27.0 41 50.0 Students show growth on this question. 2023-2024
814 6 83.00 64.0 100 Students show growth on this question. 2022-2023 14.0 41 NA No significant change. 2023-2024
815 6 84.00 80.8 96 Students show growth on this question. 2022-2023 25.0 52 NA No significant change. 2023-2024
816 6 85.00 96.0 NA No significant change. 2022-2023 24.0 17 NA No significant change. 2023-2024
817 6 31.00 81.0 90 Students show growth on this question. 2022-2023 39.0 38 NA No significant change. 2023-2024
818 6 46.00 73.0 88 Students show growth on this question. 2022-2023 54.0 63 65.0 Students show growth on this question. 2023-2024
819 6 80.00 78.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 7 76.00 90.0 97 Students show growth on this question. 2022-2023 40.0 45 52.0 Students show growth on this question. 2023-2024
601 7 76.00 93.0 92 Students show growth on this question. 2022-2023 50.0 42 72.0 Students show growth on this question. 2023-2024
602 7 80.00 93.0 97 Students show growth on this question. 2022-2023 40.0 37 56.0 Students show growth on this question. 2023-2024
603 7 70.00 87.0 87 Students show growth on this question. 2022-2023 46.0 39 80.0 Students show growth on this question. 2023-2024
604 7 66.00 96.0 92 Students show growth on this question. 2022-2023 68.0 52 60.0 No significant change. 2023-2024
605 7 23.00 83.0 92 Students show growth on this question. 2022-2023 62.0 53 82.0 Students show growth on this question. 2023-2024
606 7 46.00 73.0 75 Students show growth on this question. 2022-2023 35.0 74 62.0 Students show growth on this question. 2023-2024
607 7 48.00 45.0 54 No significant change. 2022-2023 61.0 63 76.0 Students show growth on this question. 2023-2024
608 7 27.00 74.0 84 Students show growth on this question. 2022-2023 55.0 52 46.0 No significant change. 2023-2024
609 7 52.00 NA NA No significant change. 2022-2023 56.0 35 45.0 No significant change. 2023-2024
610 7 66.00 NA NA No significant change. 2022-2023 31.0 40 55.0 Students show growth on this question. 2023-2024
611 7 54.00 84.0 83 Students show growth on this question. 2022-2023 52.0 63 57.1 No significant change. 2023-2024
612 7 62.00 88.0 78 Students show growth on this question. 2022-2023 42.0 56 42.9 No significant change. 2023-2024
613 7 67.00 80.0 75 No significant change. 2022-2023 44.0 46 53.3 No significant change. 2023-2024
614 7 53.00 76.0 74 Students show growth on this question. 2022-2023 75.0 36 67.9 No significant change. 2023-2024
615 7 NA 76.0 NA No significant change. 2022-2023 51.7 61 71.0 Students show growth on this question. 2023-2024
616 7 63.00 77.0 92 Students show growth on this question. 2022-2023 46.0 49 36.0 Students are struggling, they need more practice on this question. 2023-2024
617 7 67.00 52.0 83 Students show growth on this question. 2022-2023 39.0 31 62.1 Students show growth on this question. 2023-2024
618 7 NA 83.0 NA No significant change. 2022-2023 56.5 52 60.0 No significant change. 2023-2024
619 7 NA 81.0 NA No significant change. 2022-2023 53.3 57 69.0 Students show growth on this question. 2023-2024
620 7 NA 72.0 NA No significant change. 2022-2023 55.6 39 68.0 Students show growth on this question. 2023-2024
621 7 66.00 50.0 60 No significant change. 2022-2023 65.0 50 60.0 No significant change. 2023-2024
700 7 17.00 74.0 87 Students show growth on this question. 2022-2023 38.0 63 86.0 Students show growth on this question. 2023-2024
701 7 68.00 56.0 88 Students show growth on this question. 2022-2023 60.0 68 87.0 Students show growth on this question. 2023-2024
702 7 14.00 57.0 70 Students show growth on this question. 2022-2023 65.0 80 85.0 Students show growth on this question. 2023-2024
703 7 44.00 77.0 69 Students show growth on this question. 2022-2023 54.0 69 86.0 Students show growth on this question. 2023-2024
704 7 41.00 65.0 67 Students show growth on this question. 2022-2023 60.0 67 61.0 No significant change. 2023-2024
705 7 59.00 52.0 46 No significant change. 2022-2023 55.0 46 71.0 Students show growth on this question. 2023-2024
706 7 46.00 76.0 70 Students show growth on this question. 2022-2023 54.0 50 48.0 No significant change. 2023-2024
707 7 44.44 56.0 59 Students show growth on this question. 2022-2023 52.4 70 63.0 Students show growth on this question. 2023-2024
708 7 39.00 48.0 48 No significant change. 2022-2023 43.0 56 46.0 No significant change. 2023-2024
709 7 57.00 NA NA No significant change. 2022-2023 64.0 46 45.0 No significant change. 2023-2024
710 7 30.00 NA NA No significant change. 2022-2023 57.0 67 88.0 Students show growth on this question. 2023-2024
711 7 66.67 63.0 59 No significant change. 2022-2023 52.0 70 51.7 No significant change. 2023-2024
712 7 70.00 55.0 72 No significant change. 2022-2023 46.0 59 65.4 Students show growth on this question. 2023-2024
713 7 46.43 68.0 62 Students show growth on this question. 2022-2023 52.0 52 41.4 No significant change. 2023-2024
714 7 42.86 59.0 76 Students show growth on this question. 2022-2023 33.0 64 69.0 Students show growth on this question. 2023-2024
715 7 15.00 60.0 89 Students show growth on this question. 2022-2023 53.0 73 100.0 Students show growth on this question. 2023-2024
716 7 18.00 76.0 82 Students show growth on this question. 2022-2023 59.0 64 91.0 Students show growth on this question. 2023-2024
717 7 32.14 NA 78 Students show growth on this question. 2022-2023 44.8 66 72.0 Students show growth on this question. 2023-2024
718 7 57.69 57.0 76 Students show growth on this question. 2022-2023 52.0 50 84.0 Students show growth on this question. 2023-2024
719 7 44.00 50.0 NA No significant change. 2022-2023 45.0 75 82.0 Students show growth on this question. 2023-2024
800 7 24.00 70.0 NA No significant change. 2022-2023 14.0 30 NA No significant change. 2023-2024
801 7 31.00 57.0 NA No significant change. 2022-2023 14.0 17 NA No significant change. 2023-2024
802 7 32.00 53.0 100 Students show growth on this question. 2022-2023 14.0 48 NA No significant change. 2023-2024
803 7 30.00 26.9 68 Students show growth on this question. 2022-2023 17.2 45 NA No significant change. 2023-2024
804 7 40.00 50.0 93 Students show growth on this question. 2022-2023 21.4 25 66.0 Students show growth on this question. 2023-2024
805 7 26.00 70.8 81 Students show growth on this question. 2022-2023 46.2 59 72.0 Students show growth on this question. 2023-2024
806 7 40.00 31.0 66 Students show growth on this question. 2022-2023 31.0 50 NA No significant change. 2023-2024
807 7 35.00 44.0 76 Students show growth on this question. 2022-2023 26.0 44 NA No significant change. 2023-2024
808 7 30.00 36.4 48 Students show growth on this question. 2022-2023 25.9 85 36.0 Students are struggling, they need more practice on this question. 2023-2024
809 7 36.00 NA NA No significant change. 2022-2023 43.0 29 0.0 Students are struggling, they need more practice on this question. 2023-2024
810 7 22.00 NA NA No significant change. 2022-2023 16.0 17 17.0 Students are struggling, they need more practice on this question. 2023-2024
811 7 28.00 35.0 81 Students show growth on this question. 2022-2023 22.0 17 NA No significant change. 2023-2024
812 7 17.00 50.0 NA No significant change. 2022-2023 18.0 27 NA No significant change. 2023-2024
813 7 29.00 52.0 70 Students show growth on this question. 2022-2023 21.0 62 65.0 Students show growth on this question. 2023-2024
814 7 38.00 46.0 96 Students show growth on this question. 2022-2023 20.0 48 NA No significant change. 2023-2024
815 7 26.00 92.3 80 Students show growth on this question. 2022-2023 35.0 56 NA No significant change. 2023-2024
816 7 44.00 70.0 NA No significant change. 2022-2023 31.0 30 NA No significant change. 2023-2024
817 7 35.00 27.0 69 Students show growth on this question. 2022-2023 13.0 17 NA No significant change. 2023-2024
818 7 42.00 50.0 58 Students show growth on this question. 2022-2023 46.0 61 75.0 Students show growth on this question. 2023-2024
819 7 30.00 52.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 8 45.00 55.0 75 Students show growth on this question. 2022-2023 70.0 69 94.0 Students show growth on this question. 2023-2024
601 8 53.00 46.0 60 No significant change. 2022-2023 57.0 76 90.0 Students show growth on this question. 2023-2024
602 8 43.00 67.0 83 Students show growth on this question. 2022-2023 60.0 89 90.0 Students show growth on this question. 2023-2024
603 8 46.00 40.0 70 Students show growth on this question. 2022-2023 80.0 70 90.0 Students show growth on this question. 2023-2024
604 8 26.00 18.0 31 Students are struggling, they need more practice on this question. 2022-2023 72.0 89 97.0 Students show growth on this question. 2023-2024
605 8 9.00 25.0 35 Students are struggling, they need more practice on this question. 2022-2023 62.0 53 78.0 Students show growth on this question. 2023-2024
606 8 21.00 18.0 15 Students are struggling, they need more practice on this question. 2022-2023 57.0 65 66.0 No significant change. 2023-2024
607 8 32.00 25.0 40 No significant change. 2022-2023 57.0 52 64.0 No significant change. 2023-2024
608 8 27.00 35.0 21 Students are struggling, they need more practice on this question. 2022-2023 59.0 64 96.0 Students show growth on this question. 2023-2024
609 8 37.00 NA NA No significant change. 2022-2023 37.0 25 50.0 Students show growth on this question. 2023-2024
610 8 32.00 NA NA No significant change. 2022-2023 40.0 35 62.0 Students show growth on this question. 2023-2024
611 8 35.00 36.0 29 Students are struggling, they need more practice on this question. 2022-2023 87.0 75 89.3 No significant change. 2023-2024
612 8 19.00 40.0 30 Students are struggling, they need more practice on this question. 2022-2023 73.0 88 96.4 Students show growth on this question. 2023-2024
613 8 33.00 32.0 71 Students show growth on this question. 2022-2023 78.0 83 93.3 Students show growth on this question. 2023-2024
614 8 27.00 40.0 26 Students are struggling, they need more practice on this question. 2022-2023 29.0 73 89.3 Students show growth on this question. 2023-2024
615 8 NA 34.0 NA No significant change. 2022-2023 75.9 93 93.0 Students show growth on this question. 2023-2024
616 8 23.00 35.0 56 Students show growth on this question. 2022-2023 67.0 82 93.0 Students show growth on this question. 2023-2024
617 8 34.00 8.0 24 Students are struggling, they need more practice on this question. 2022-2023 42.0 50 93.1 Students show growth on this question. 2023-2024
618 8 NA 21.0 NA No significant change. 2022-2023 56.5 67 88.0 Students show growth on this question. 2023-2024
619 8 NA 26.0 NA No significant change. 2022-2023 76.7 82 90.0 Students show growth on this question. 2023-2024
620 8 NA 28.0 NA No significant change. 2022-2023 70.4 81 100.0 Students show growth on this question. 2023-2024
621 8 33.00 0.0 20 Students are struggling, they need more practice on this question. 2022-2023 95.0 85 95.0 No significant change. 2023-2024
700 8 43.00 57.0 61 Students show growth on this question. 2022-2023 45.0 57 50.0 No significant change. 2023-2024
701 8 48.00 64.0 92 Students show growth on this question. 2022-2023 53.0 54 80.0 Students show growth on this question. 2023-2024
702 8 62.00 62.0 65 No significant change. 2022-2023 39.0 56 33.0 Students are struggling, they need more practice on this question. 2023-2024
703 8 44.00 34.0 50 No significant change. 2022-2023 31.0 65 79.0 Students show growth on this question. 2023-2024
704 8 50.00 35.0 39 Students are struggling, they need more practice on this question. 2022-2023 50.0 33 50.0 No significant change. 2023-2024
705 8 52.00 35.0 21 Students are struggling, they need more practice on this question. 2022-2023 27.0 31 46.0 Students show growth on this question. 2023-2024
706 8 29.00 48.0 35 Students are struggling, they need more practice on this question. 2022-2023 42.0 33 33.0 Students are struggling, they need more practice on this question. 2023-2024
707 8 33.33 30.0 59 Students show growth on this question. 2022-2023 33.3 30 40.7 No significant change. 2023-2024
708 8 32.00 26.0 31 Students are struggling, they need more practice on this question. 2022-2023 46.0 40 41.0 No significant change. 2023-2024
709 8 29.00 NA NA No significant change. 2022-2023 18.0 19 34.0 Students are struggling, they need more practice on this question. 2023-2024
710 8 0.00 NA NA No significant change. 2022-2023 15.0 34 38.0 Students are struggling, they need more practice on this question. 2023-2024
711 8 46.67 33.0 38 Students are struggling, they need more practice on this question. 2022-2023 30.0 30 48.3 Students show growth on this question. 2023-2024
712 8 36.67 38.0 34 Students are struggling, they need more practice on this question. 2022-2023 46.0 45 38.5 Students are struggling, they need more practice on this question. 2023-2024
713 8 39.29 43.0 48 No significant change. 2022-2023 33.0 48 41.4 No significant change. 2023-2024
714 8 21.43 45.0 48 Students show growth on this question. 2022-2023 59.0 32 48.3 No significant change. 2023-2024
715 8 44.00 32.0 35 Students are struggling, they need more practice on this question. 2022-2023 67.0 57 82.0 Students show growth on this question. 2023-2024
716 8 45.00 62.0 73 Students show growth on this question. 2022-2023 41.0 40 65.0 Students show growth on this question. 2023-2024
717 8 35.71 NA 85 Students show growth on this question. 2022-2023 34.5 48 27.0 Students are struggling, they need more practice on this question. 2023-2024
718 8 34.62 32.0 80 Students show growth on this question. 2022-2023 41.0 54 63.0 Students show growth on this question. 2023-2024
719 8 22.00 46.0 NA No significant change. 2022-2023 38.0 64 57.0 Students show growth on this question. 2023-2024
800 8 93.00 96.0 NA No significant change. 2022-2023 48.0 67 NA No significant change. 2023-2024
801 8 86.00 96.0 NA No significant change. 2022-2023 38.0 63 NA No significant change. 2023-2024
802 8 93.00 93.0 100 No significant change. 2022-2023 59.0 76 NA No significant change. 2023-2024
803 8 84.00 80.8 88 No significant change. 2022-2023 48.3 58 NA No significant change. 2023-2024
804 8 77.00 96.4 100 Students show growth on this question. 2022-2023 39.3 51 86.0 Students show growth on this question. 2023-2024
805 8 73.00 79.2 91 Students show growth on this question. 2022-2023 30.8 59 80.0 Students show growth on this question. 2023-2024
806 8 60.00 54.0 77 Students show growth on this question. 2022-2023 18.0 55 NA No significant change. 2023-2024
807 8 65.00 80.0 83 Students show growth on this question. 2022-2023 19.0 44 NA No significant change. 2023-2024
808 8 65.00 54.5 62 No significant change. 2022-2023 11.1 77 79.0 Students show growth on this question. 2023-2024
809 8 36.00 NA NA No significant change. 2022-2023 29.0 0 0.0 Students are struggling, they need more practice on this question. 2023-2024
810 8 0.00 NA NA No significant change. 2022-2023 46.0 34 9.0 Students are struggling, they need more practice on this question. 2023-2024
811 8 52.00 54.0 81 Students show growth on this question. 2022-2023 19.0 30 NA No significant change. 2023-2024
812 8 87.00 91.0 NA No significant change. 2022-2023 21.0 30 NA No significant change. 2023-2024
813 8 71.00 87.0 75 No significant change. 2022-2023 29.0 59 65.0 Students show growth on this question. 2023-2024
814 8 63.00 82.0 96 Students show growth on this question. 2022-2023 43.0 35 NA No significant change. 2023-2024
815 8 88.00 50.0 96 No significant change. 2022-2023 28.0 64 NA No significant change. 2023-2024
816 8 96.00 93.0 NA No significant change. 2022-2023 35.0 53 NA No significant change. 2023-2024
817 8 42.00 62.0 80 Students show growth on this question. 2022-2023 22.0 38 NA No significant change. 2023-2024
818 8 62.00 73.0 88 Students show growth on this question. 2022-2023 31.0 72 75.0 Students show growth on this question. 2023-2024
819 8 80.00 87.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 9 79.00 76.0 86 No significant change. 2022-2023 10.0 14 76.0 Students show growth on this question. 2023-2024
601 9 73.00 86.0 92 Students show growth on this question. 2022-2023 17.0 11 90.0 Students show growth on this question. 2023-2024
602 9 66.00 93.0 83 Students show growth on this question. 2022-2023 8.0 8 69.0 Students show growth on this question. 2023-2024
603 9 76.00 77.0 97 Students show growth on this question. 2022-2023 7.0 8 77.0 Students show growth on this question. 2023-2024
604 9 41.00 55.0 62 Students show growth on this question. 2022-2023 12.0 22 52.0 Students show growth on this question. 2023-2024
605 9 22.00 50.0 58 Students show growth on this question. 2022-2023 14.0 16 15.0 Students are struggling, they need more practice on this question. 2023-2024
606 9 42.00 46.0 55 Students show growth on this question. 2022-2023 26.0 13 16.0 Students are struggling, they need more practice on this question. 2023-2024
607 9 32.00 40.0 47 Students show growth on this question. 2022-2023 22.0 19 44.0 Students show growth on this question. 2023-2024
608 9 58.00 74.0 54 No significant change. 2022-2023 14.0 16 50.0 Students show growth on this question. 2023-2024
609 9 13.00 NA NA No significant change. 2022-2023 18.0 15 45.0 Students show growth on this question. 2023-2024
610 9 13.00 NA NA No significant change. 2022-2023 12.0 13 40.0 Students show growth on this question. 2023-2024
611 9 35.00 48.0 67 Students show growth on this question. 2022-2023 9.0 56 25.0 Students are struggling, they need more practice on this question. 2023-2024
612 9 35.00 64.0 83 Students show growth on this question. 2022-2023 11.0 12 17.9 Students are struggling, they need more practice on this question. 2023-2024
613 9 45.00 60.0 71 Students show growth on this question. 2022-2023 11.0 17 76.7 Students show growth on this question. 2023-2024
614 9 50.00 56.0 65 Students show growth on this question. 2022-2023 67.0 14 46.4 No significant change. 2023-2024
615 9 NA 62.0 NA No significant change. 2022-2023 0.0 21 54.0 Students show growth on this question. 2023-2024
616 9 56.00 69.0 96 Students show growth on this question. 2022-2023 3.0 12 47.0 Students show growth on this question. 2023-2024
617 9 41.00 32.0 41 No significant change. 2022-2023 12.0 15 24.1 Students are struggling, they need more practice on this question. 2023-2024
618 9 NA 45.0 NA No significant change. 2022-2023 21.7 22 52.0 Students show growth on this question. 2023-2024
619 9 NA 37.0 NA No significant change. 2022-2023 6.7 18 52.0 Students show growth on this question. 2023-2024
620 9 NA 45.0 NA No significant change. 2022-2023 11.1 19 48.0 Students show growth on this question. 2023-2024
621 9 17.00 33.0 20 Students are struggling, they need more practice on this question. 2022-2023 20.0 15 65.0 Students show growth on this question. 2023-2024
700 9 26.00 26.0 61 Students show growth on this question. 2022-2023 28.0 33 57.0 Students show growth on this question. 2023-2024
701 9 48.00 40.0 96 Students show growth on this question. 2022-2023 27.0 79 67.0 Students show growth on this question. 2023-2024
702 9 33.00 29.0 40 No significant change. 2022-2023 31.0 28 30.0 Students are struggling, they need more practice on this question. 2023-2024
703 9 44.00 42.0 57 Students show growth on this question. 2022-2023 27.0 62 72.0 Students show growth on this question. 2023-2024
704 9 32.00 40.0 29 Students are struggling, they need more practice on this question. 2022-2023 27.0 27 36.0 Students are struggling, they need more practice on this question. 2023-2024
705 9 14.00 30.0 17 Students are struggling, they need more practice on this question. 2022-2023 23.0 19 13.0 Students are struggling, they need more practice on this question. 2023-2024
706 9 14.00 20.0 23 Students are struggling, they need more practice on this question. 2022-2023 17.0 21 24.0 Students are struggling, they need more practice on this question. 2023-2024
707 9 14.81 4.0 14 Students are struggling, they need more practice on this question. 2022-2023 38.1 30 22.2 Students are struggling, they need more practice on this question. 2023-2024
708 9 18.00 13.0 31 Students are struggling, they need more practice on this question. 2022-2023 18.0 36 36.0 Students are struggling, they need more practice on this question. 2023-2024
709 9 0.00 NA NA No significant change. 2022-2023 18.0 10 34.0 Students are struggling, they need more practice on this question. 2023-2024
710 9 0.00 NA NA No significant change. 2022-2023 15.0 34 50.0 Students show growth on this question. 2023-2024
711 9 33.33 37.0 45 Students show growth on this question. 2022-2023 17.0 15 37.9 Students are struggling, they need more practice on this question. 2023-2024
712 9 33.33 21.0 21 Students are struggling, they need more practice on this question. 2022-2023 21.0 17 30.8 Students are struggling, they need more practice on this question. 2023-2024
713 9 25.00 21.0 34 Students are struggling, they need more practice on this question. 2022-2023 38.0 19 41.4 No significant change. 2023-2024
714 9 21.43 31.0 55 Students show growth on this question. 2022-2023 18.0 25 20.7 Students are struggling, they need more practice on this question. 2023-2024
715 9 26.00 24.0 58 Students show growth on this question. 2022-2023 33.0 50 55.0 Students show growth on this question. 2023-2024
716 9 45.00 19.0 46 No significant change. 2022-2023 26.0 20 30.0 Students are struggling, they need more practice on this question. 2023-2024
717 9 17.86 NA 63 Students show growth on this question. 2022-2023 10.3 31 28.0 Students are struggling, they need more practice on this question. 2023-2024
718 9 23.08 32.0 76 Students show growth on this question. 2022-2023 33.0 36 38.0 Students are struggling, they need more practice on this question. 2023-2024
719 9 44.00 50.0 NA No significant change. 2022-2023 7.0 68 57.0 Students show growth on this question. 2023-2024
800 9 59.00 63.0 NA No significant change. 2022-2023 83.0 83 NA No significant change. 2023-2024
801 9 59.00 64.0 NA No significant change. 2022-2023 71.0 92 NA No significant change. 2023-2024
802 9 47.00 70.0 90 Students show growth on this question. 2022-2023 86.0 93 NA No significant change. 2023-2024
803 9 38.00 50.0 60 Students show growth on this question. 2022-2023 67.9 77 NA No significant change. 2023-2024
804 9 66.00 75.0 82 Students show growth on this question. 2022-2023 39.3 59 72.0 Students show growth on this question. 2023-2024
805 9 47.00 62.5 81 Students show growth on this question. 2022-2023 34.6 63 84.0 Students show growth on this question. 2023-2024
806 9 36.00 50.0 73 Students show growth on this question. 2022-2023 44.0 68 NA No significant change. 2023-2024
807 9 61.00 48.0 66 No significant change. 2022-2023 41.0 61 NA No significant change. 2023-2024
808 9 34.00 54.5 67 Students show growth on this question. 2022-2023 29.6 70 68.0 Students show growth on this question. 2023-2024
809 9 9.00 NA NA No significant change. 2022-2023 15.0 58 34.0 Students are struggling, they need more practice on this question. 2023-2024
810 9 11.00 NA NA No significant change. 2022-2023 39.0 50 25.0 Students are struggling, they need more practice on this question. 2023-2024
811 9 40.00 50.0 88 Students show growth on this question. 2022-2023 36.0 36 NA No significant change. 2023-2024
812 9 26.00 36.0 NA No significant change. 2022-2023 59.0 69 NA No significant change. 2023-2024
813 9 46.00 48.0 70 Students show growth on this question. 2022-2023 46.0 73 75.0 Students show growth on this question. 2023-2024
814 9 46.00 82.0 63 Students show growth on this question. 2022-2023 80.0 48 NA No significant change. 2023-2024
815 9 57.00 53.8 75 Students show growth on this question. 2022-2023 57.0 76 NA No significant change. 2023-2024
816 9 44.00 56.0 NA No significant change. 2022-2023 89.0 83 NA No significant change. 2023-2024
817 9 54.00 54.0 80 Students show growth on this question. 2022-2023 31.0 66 NA No significant change. 2023-2024
818 9 50.00 69.0 83 Students show growth on this question. 2022-2023 27.0 79 90.0 Students show growth on this question. 2023-2024
819 9 30.00 61.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 10 76.00 62.0 83 No significant change. 2022-2023 40.0 42 69.0 Students show growth on this question. 2023-2024
601 10 60.00 61.0 88 Students show growth on this question. 2022-2023 46.0 42 65.0 Students show growth on this question. 2023-2024
602 10 50.00 41.0 73 Students show growth on this question. 2022-2023 44.0 49 73.0 Students show growth on this question. 2023-2024
603 10 30.00 63.0 94 Students show growth on this question. 2022-2023 57.0 39 80.0 Students show growth on this question. 2023-2024
604 10 33.00 50.0 62 Students show growth on this question. 2022-2023 52.0 52 56.0 No significant change. 2023-2024
605 10 17.00 42.0 31 Students are struggling, they need more practice on this question. 2022-2023 38.0 37 45.0 No significant change. 2023-2024
606 10 38.00 50.0 55 Students show growth on this question. 2022-2023 17.0 30 43.0 Students show growth on this question. 2023-2024
607 10 40.00 30.0 33 Students are struggling, they need more practice on this question. 2022-2023 26.0 23 48.0 Students show growth on this question. 2023-2024
608 10 37.00 52.0 38 Students are struggling, they need more practice on this question. 2022-2023 55.0 36 38.0 Students are struggling, they need more practice on this question. 2023-2024
609 10 15.00 NA NA No significant change. 2022-2023 18.0 24 34.0 Students are struggling, they need more practice on this question. 2023-2024
610 10 13.00 NA NA No significant change. 2022-2023 25.0 25 35.0 Students are struggling, they need more practice on this question. 2023-2024
611 10 35.00 44.0 63 Students show growth on this question. 2022-2023 30.0 63 50.0 Students show growth on this question. 2023-2024
612 10 42.00 56.0 70 Students show growth on this question. 2022-2023 31.0 56 57.1 Students show growth on this question. 2023-2024
613 10 29.00 44.0 71 Students show growth on this question. 2022-2023 30.0 46 76.7 Students show growth on this question. 2023-2024
614 10 36.00 44.0 30 Students are struggling, they need more practice on this question. 2022-2023 33.0 59 60.7 Students show growth on this question. 2023-2024
615 10 NA 48.0 NA No significant change. 2022-2023 34.5 29 43.0 No significant change. 2023-2024
616 10 43.00 62.0 68 Students show growth on this question. 2022-2023 14.0 41 61.0 Students show growth on this question. 2023-2024
617 10 21.00 32.0 55 Students show growth on this question. 2022-2023 31.0 27 34.5 Students are struggling, they need more practice on this question. 2023-2024
618 10 NA 52.0 NA No significant change. 2022-2023 39.1 56 60.0 Students show growth on this question. 2023-2024
619 10 NA 52.0 NA No significant change. 2022-2023 26.7 43 55.0 Students show growth on this question. 2023-2024
620 10 NA 41.0 NA No significant change. 2022-2023 33.3 39 64.0 Students show growth on this question. 2023-2024
621 10 17.00 33.0 0 Students are struggling, they need more practice on this question. 2022-2023 50.0 55 80.0 Students show growth on this question. 2023-2024
700 10 83.00 91.0 100 Students show growth on this question. 2022-2023 76.0 80 89.0 Students show growth on this question. 2023-2024
701 10 80.00 52.0 88 No significant change. 2022-2023 53.0 82 97.0 Students show growth on this question. 2023-2024
702 10 80.00 81.0 85 No significant change. 2022-2023 69.0 88 74.0 No significant change. 2023-2024
703 10 75.00 77.0 94 Students show growth on this question. 2022-2023 65.0 65 93.0 Students show growth on this question. 2023-2024
704 10 60.00 70.0 76 Students show growth on this question. 2022-2023 73.0 63 79.0 No significant change. 2023-2024
705 10 59.00 57.0 46 No significant change. 2022-2023 46.0 39 42.0 No significant change. 2023-2024
706 10 36.00 68.0 46 Students show growth on this question. 2022-2023 17.0 25 57.0 Students show growth on this question. 2023-2024
707 10 25.93 19.0 34 Students are struggling, they need more practice on this question. 2022-2023 38.1 52 63.0 Students show growth on this question. 2023-2024
708 10 32.00 39.0 65 Students show growth on this question. 2022-2023 46.0 44 77.0 Students show growth on this question. 2023-2024
709 10 14.00 NA NA No significant change. 2022-2023 37.0 37 23.0 Students are struggling, they need more practice on this question. 2023-2024
710 10 10.00 NA NA No significant change. 2022-2023 43.0 12 25.0 Students are struggling, they need more practice on this question. 2023-2024
711 10 36.67 59.0 62 Students show growth on this question. 2022-2023 44.0 44 62.1 Students show growth on this question. 2023-2024
712 10 43.33 62.0 62 Students show growth on this question. 2022-2023 43.0 59 80.8 Students show growth on this question. 2023-2024
713 10 50.00 61.0 79 Students show growth on this question. 2022-2023 52.0 44 51.7 No significant change. 2023-2024
714 10 35.71 66.0 90 Students show growth on this question. 2022-2023 44.0 64 75.9 Students show growth on this question. 2023-2024
715 10 67.00 80.0 96 Students show growth on this question. 2022-2023 73.0 73 91.0 Students show growth on this question. 2023-2024
716 10 73.00 91.0 91 Students show growth on this question. 2022-2023 52.0 76 70.0 Students show growth on this question. 2023-2024
717 10 32.14 NA 89 Students show growth on this question. 2022-2023 41.4 72 52.0 Students show growth on this question. 2023-2024
718 10 61.54 39.0 76 Students show growth on this question. 2022-2023 19.0 46 59.0 Students show growth on this question. 2023-2024
719 10 22.00 77.0 NA No significant change. 2022-2023 55.0 79 72.0 Students show growth on this question. 2023-2024
800 10 72.00 93.0 NA No significant change. 2022-2023 66.0 57 NA No significant change. 2023-2024
801 10 83.00 79.0 NA No significant change. 2022-2023 45.0 80 NA No significant change. 2023-2024
802 10 73.00 77.0 97 Students show growth on this question. 2022-2023 59.0 66 NA No significant change. 2023-2024
803 10 38.00 53.8 60 Students show growth on this question. 2022-2023 48.3 64 NA No significant change. 2023-2024
804 10 48.00 82.1 82 Students show growth on this question. 2022-2023 28.6 33 52.0 Students show growth on this question. 2023-2024
805 10 65.00 79.2 72 No significant change. 2022-2023 38.5 51 68.0 Students show growth on this question. 2023-2024
806 10 40.00 58.0 50 Students show growth on this question. 2022-2023 47.0 68 NA No significant change. 2023-2024
807 10 30.00 52.0 69 Students show growth on this question. 2022-2023 41.0 44 NA No significant change. 2023-2024
808 10 26.00 31.8 43 Students show growth on this question. 2022-2023 40.7 77 50.0 No significant change. 2023-2024
809 10 27.00 NA NA No significant change. 2022-2023 43.0 43 17.0 Students are struggling, they need more practice on this question. 2023-2024
810 10 11.00 NA NA No significant change. 2022-2023 31.0 25 35.0 Students are struggling, they need more practice on this question. 2023-2024
811 10 44.00 62.0 75 Students show growth on this question. 2022-2023 39.0 48 NA No significant change. 2023-2024
812 10 57.00 64.0 NA No significant change. 2022-2023 32.0 43 NA No significant change. 2023-2024
813 10 67.00 57.0 90 Students show growth on this question. 2022-2023 29.0 52 50.0 Students show growth on this question. 2023-2024
814 10 46.00 41.0 100 Students show growth on this question. 2022-2023 60.0 59 NA No significant change. 2023-2024
815 10 80.00 76.9 88 No significant change. 2022-2023 42.0 92 NA No significant change. 2023-2024
816 10 56.00 82.0 NA No significant change. 2022-2023 82.0 57 NA No significant change. 2023-2024
817 10 16.00 39.0 62 Students show growth on this question. 2022-2023 57.0 69 NA No significant change. 2023-2024
818 10 35.00 62.0 58 Students show growth on this question. 2022-2023 50.0 47 50.0 No significant change. 2023-2024
819 10 35.00 48.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 11 45.00 34.0 50 No significant change. 2022-2023 40.0 35 90.0 Students show growth on this question. 2023-2024
601 11 30.00 18.0 44 Students show growth on this question. 2022-2023 17.0 38 79.0 Students show growth on this question. 2023-2024
602 11 53.00 22.0 66 Students show growth on this question. 2022-2023 28.0 41 87.0 Students show growth on this question. 2023-2024
603 11 16.00 27.0 67 Students show growth on this question. 2022-2023 26.0 24 80.0 Students show growth on this question. 2023-2024
604 11 30.00 36.0 23 Students are struggling, they need more practice on this question. 2022-2023 28.0 30 23.0 Students are struggling, they need more practice on this question. 2023-2024
605 11 9.00 21.0 31 Students are struggling, they need more practice on this question. 2022-2023 29.0 42 37.0 Students are struggling, they need more practice on this question. 2023-2024
606 11 21.00 27.0 40 Students show growth on this question. 2022-2023 13.0 22 31.0 Students are struggling, they need more practice on this question. 2023-2024
607 11 8.00 20.0 20 Students are struggling, they need more practice on this question. 2022-2023 39.0 37 48.0 No significant change. 2023-2024
608 11 23.00 35.0 13 Students are struggling, they need more practice on this question. 2022-2023 27.0 36 38.0 Students are struggling, they need more practice on this question. 2023-2024
609 11 4.00 NA NA No significant change. 2022-2023 43.0 26 38.0 Students are struggling, they need more practice on this question. 2023-2024
610 11 10.00 NA NA No significant change. 2022-2023 43.0 24 40.0 No significant change. 2023-2024
611 11 42.00 28.0 58 Students show growth on this question. 2022-2023 17.0 19 67.9 Students show growth on this question. 2023-2024
612 11 15.00 12.0 22 Students are struggling, they need more practice on this question. 2022-2023 46.0 20 64.3 Students show growth on this question. 2023-2024
613 11 17.00 24.0 50 Students show growth on this question. 2022-2023 48.0 46 63.3 Students show growth on this question. 2023-2024
614 11 23.00 44.0 30 Students are struggling, they need more practice on this question. 2022-2023 38.0 46 57.1 Students show growth on this question. 2023-2024
615 11 NA 24.0 NA No significant change. 2022-2023 27.6 29 36.0 Students are struggling, they need more practice on this question. 2023-2024
616 11 30.00 35.0 44 Students show growth on this question. 2022-2023 21.0 26 83.0 Students show growth on this question. 2023-2024
617 11 24.00 24.0 31 Students are struggling, they need more practice on this question. 2022-2023 15.0 19 27.6 Students are struggling, they need more practice on this question. 2023-2024
618 11 NA 41.0 NA No significant change. 2022-2023 17.4 11 20.0 Students are struggling, they need more practice on this question. 2023-2024
619 11 NA 30.0 NA No significant change. 2022-2023 30.0 32 45.0 Students show growth on this question. 2023-2024
620 11 NA 21.0 NA No significant change. 2022-2023 29.6 42 52.0 Students show growth on this question. 2023-2024
621 11 17.00 16.0 60 Students show growth on this question. 2022-2023 15.0 15 5.0 Students are struggling, they need more practice on this question. 2023-2024
700 11 22.00 17.0 35 Students are struggling, they need more practice on this question. 2022-2023 3.0 10 7.0 Students are struggling, they need more practice on this question. 2023-2024
701 11 16.00 44.0 96 Students show growth on this question. 2022-2023 33.0 72 74.0 Students show growth on this question. 2023-2024
702 11 29.00 38.0 75 Students show growth on this question. 2022-2023 8.0 12 11.0 Students are struggling, they need more practice on this question. 2023-2024
703 11 32.00 53.0 63 Students show growth on this question. 2022-2023 27.0 65 93.0 Students show growth on this question. 2023-2024
704 11 9.00 45.0 62 Students show growth on this question. 2022-2023 33.0 20 57.0 Students show growth on this question. 2023-2024
705 11 14.00 44.0 55 Students show growth on this question. 2022-2023 27.0 12 33.0 Students are struggling, they need more practice on this question. 2023-2024
706 11 14.00 44.0 54 Students show growth on this question. 2022-2023 13.0 13 38.0 Students are struggling, they need more practice on this question. 2023-2024
707 11 14.81 44.0 41 Students show growth on this question. 2022-2023 14.3 48 25.9 Students are struggling, they need more practice on this question. 2023-2024
708 11 11.00 30.0 52 Students show growth on this question. 2022-2023 18.0 16 46.0 Students show growth on this question. 2023-2024
709 11 29.00 NA NA No significant change. 2022-2023 28.0 28 23.0 Students are struggling, they need more practice on this question. 2023-2024
710 11 0.00 NA NA No significant change. 2022-2023 29.0 45 50.0 Students show growth on this question. 2023-2024
711 11 16.67 56.0 72 Students show growth on this question. 2022-2023 9.0 44 44.8 Students show growth on this question. 2023-2024
712 11 33.33 59.0 72 Students show growth on this question. 2022-2023 18.0 52 73.1 Students show growth on this question. 2023-2024
713 11 21.43 71.0 76 Students show growth on this question. 2022-2023 5.0 30 41.4 Students show growth on this question. 2023-2024
714 11 35.71 62.0 69 Students show growth on this question. 2022-2023 4.0 43 58.6 Students show growth on this question. 2023-2024
715 11 26.00 20.0 85 Students show growth on this question. 2022-2023 10.0 7 9.0 Students are struggling, they need more practice on this question. 2023-2024
716 11 32.00 24.0 5 Students are struggling, they need more practice on this question. 2022-2023 4.0 4 17.0 Students are struggling, they need more practice on this question. 2023-2024
717 11 10.71 NA 100 Students show growth on this question. 2022-2023 17.2 17 59.0 Students show growth on this question. 2023-2024
718 11 38.46 22.0 68 Students show growth on this question. 2022-2023 19.0 43 54.0 Students show growth on this question. 2023-2024
719 11 11.00 54.0 NA No significant change. 2022-2023 21.0 61 57.0 Students show growth on this question. 2023-2024
800 11 52.00 93.0 NA No significant change. 2022-2023 7.0 10 NA No significant change. 2023-2024
801 11 48.00 79.0 NA No significant change. 2022-2023 14.0 8 NA No significant change. 2023-2024
802 11 60.00 87.0 100 Students show growth on this question. 2022-2023 7.0 35 NA No significant change. 2023-2024
803 11 53.00 53.8 88 Students show growth on this question. 2022-2023 17.2 35 NA No significant change. 2023-2024
804 11 63.00 82.1 100 Students show growth on this question. 2022-2023 35.7 18 83.0 Students show growth on this question. 2023-2024
805 11 56.00 83.3 91 Students show growth on this question. 2022-2023 30.8 63 60.0 Students show growth on this question. 2023-2024
806 11 56.00 66.0 73 Students show growth on this question. 2022-2023 19.0 50 NA No significant change. 2023-2024
807 11 39.00 60.0 83 Students show growth on this question. 2022-2023 15.0 35 NA No significant change. 2023-2024
808 11 47.00 54.5 76 Students show growth on this question. 2022-2023 18.5 85 79.0 Students show growth on this question. 2023-2024
809 11 36.00 NA NA No significant change. 2022-2023 29.0 15 17.0 Students are struggling, they need more practice on this question. 2023-2024
810 11 22.00 NA NA No significant change. 2022-2023 16.0 9 34.0 Students are struggling, they need more practice on this question. 2023-2024
811 11 32.00 54.0 93 Students show growth on this question. 2022-2023 16.0 22 NA No significant change. 2023-2024
812 11 44.00 55.0 NA No significant change. 2022-2023 25.0 3 NA No significant change. 2023-2024
813 11 38.00 65.0 100 Students show growth on this question. 2022-2023 36.0 45 50.0 Students show growth on this question. 2023-2024
814 11 58.00 59.0 100 Students show growth on this question. 2022-2023 17.0 52 NA No significant change. 2023-2024
815 11 88.00 88.5 96 No significant change. 2022-2023 39.0 68 NA No significant change. 2023-2024
816 11 63.00 82.0 NA No significant change. 2022-2023 8.0 10 NA No significant change. 2023-2024
817 11 46.00 54.0 80 Students show growth on this question. 2022-2023 22.0 17 NA No significant change. 2023-2024
818 11 58.00 58.0 75 Students show growth on this question. 2022-2023 35.0 68 75.0 Students show growth on this question. 2023-2024
819 11 35.00 65.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 12 45.00 48.0 75 Students show growth on this question. 2022-2023 36.0 69 73.0 Students show growth on this question. 2023-2024
601 12 36.00 64.0 72 Students show growth on this question. 2022-2023 64.0 63 97.0 Students show growth on this question. 2023-2024
602 12 26.00 41.0 59 Students show growth on this question. 2022-2023 48.0 56 90.0 Students show growth on this question. 2023-2024
603 12 30.00 37.0 70 Students show growth on this question. 2022-2023 46.0 70 87.0 Students show growth on this question. 2023-2024
604 12 15.00 23.0 23 Students are struggling, they need more practice on this question. 2022-2023 64.0 78 83.0 Students show growth on this question. 2023-2024
605 12 4.00 29.0 23 Students are struggling, they need more practice on this question. 2022-2023 19.0 42 41.0 Students show growth on this question. 2023-2024
606 12 25.00 18.0 25 Students are struggling, they need more practice on this question. 2022-2023 44.0 44 58.0 Students show growth on this question. 2023-2024
607 12 4.00 30.0 20 Students are struggling, they need more practice on this question. 2022-2023 26.0 34 60.0 Students show growth on this question. 2023-2024
608 12 23.00 35.0 29 Students are struggling, they need more practice on this question. 2022-2023 46.0 64 71.0 Students show growth on this question. 2023-2024
609 12 20.00 NA NA No significant change. 2022-2023 0.0 27 45.0 Students show growth on this question. 2023-2024
610 12 19.00 NA NA No significant change. 2022-2023 0.0 28 40.0 Students show growth on this question. 2023-2024
611 12 15.00 28.0 29 Students are struggling, they need more practice on this question. 2022-2023 52.0 75 60.7 No significant change. 2023-2024
612 12 12.00 44.0 44 Students show growth on this question. 2022-2023 61.0 60 53.6 No significant change. 2023-2024
613 12 8.00 8.0 21 Students are struggling, they need more practice on this question. 2022-2023 67.0 58 80.0 Students show growth on this question. 2023-2024
614 12 20.00 36.0 39 Students are struggling, they need more practice on this question. 2022-2023 42.0 64 64.3 Students show growth on this question. 2023-2024
615 12 NA 24.0 NA No significant change. 2022-2023 31.0 68 75.0 Students show growth on this question. 2023-2024
616 12 30.00 27.0 48 Students show growth on this question. 2022-2023 46.0 67 75.0 Students show growth on this question. 2023-2024
617 12 10.00 24.0 17 Students are struggling, they need more practice on this question. 2022-2023 31.0 46 44.8 Students show growth on this question. 2023-2024
618 12 NA 31.0 NA No significant change. 2022-2023 26.1 41 60.0 Students show growth on this question. 2023-2024
619 12 NA 22.0 NA No significant change. 2022-2023 40.0 61 76.0 Students show growth on this question. 2023-2024
620 12 NA 28.0 NA No significant change. 2022-2023 70.4 62 80.0 No significant change. 2023-2024
621 12 33.00 33.0 20 Students are struggling, they need more practice on this question. 2022-2023 75.0 70 75.0 No significant change. 2023-2024
700 12 39.00 52.0 57 Students show growth on this question. 2022-2023 28.0 43 64.0 Students show growth on this question. 2023-2024
701 12 36.00 56.0 92 Students show growth on this question. 2022-2023 30.0 57 70.0 Students show growth on this question. 2023-2024
702 12 57.00 57.0 55 No significant change. 2022-2023 31.0 52 52.0 Students show growth on this question. 2023-2024
703 12 32.00 77.0 57 Students show growth on this question. 2022-2023 23.0 54 86.0 Students show growth on this question. 2023-2024
704 12 18.00 35.0 39 Students are struggling, they need more practice on this question. 2022-2023 37.0 33 29.0 Students are struggling, they need more practice on this question. 2023-2024
705 12 24.00 9.0 42 Students show growth on this question. 2022-2023 27.0 39 38.0 Students are struggling, they need more practice on this question. 2023-2024
706 12 29.00 44.0 31 Students are struggling, they need more practice on this question. 2022-2023 25.0 21 33.0 Students are struggling, they need more practice on this question. 2023-2024
707 12 33.33 22.0 45 Students show growth on this question. 2022-2023 28.6 39 22.2 Students are struggling, they need more practice on this question. 2023-2024
708 12 21.00 30.0 18 Students are struggling, they need more practice on this question. 2022-2023 32.0 44 36.0 Students are struggling, they need more practice on this question. 2023-2024
709 12 29.00 NA NA No significant change. 2022-2023 18.0 10 0.0 Students are struggling, they need more practice on this question. 2023-2024
710 12 10.00 NA NA No significant change. 2022-2023 29.0 12 38.0 Students are struggling, they need more practice on this question. 2023-2024
711 12 36.67 41.0 38 Students are struggling, they need more practice on this question. 2022-2023 39.0 30 37.9 Students are struggling, they need more practice on this question. 2023-2024
712 12 43.33 28.0 28 Students are struggling, they need more practice on this question. 2022-2023 25.0 41 50.0 Students show growth on this question. 2023-2024
713 12 32.14 21.0 55 Students show growth on this question. 2022-2023 19.0 22 34.5 Students are struggling, they need more practice on this question. 2023-2024
714 12 32.14 34.0 52 Students show growth on this question. 2022-2023 33.0 36 44.8 Students show growth on this question. 2023-2024
715 12 44.00 60.0 54 Students show growth on this question. 2022-2023 43.0 53 55.0 Students show growth on this question. 2023-2024
716 12 32.00 43.0 55 Students show growth on this question. 2022-2023 33.0 32 26.0 Students are struggling, they need more practice on this question. 2023-2024
717 12 32.14 NA 66 Students show growth on this question. 2022-2023 24.1 41 41.0 Students show growth on this question. 2023-2024
718 12 23.08 36.0 60 Students show growth on this question. 2022-2023 22.0 32 42.0 Students show growth on this question. 2023-2024
719 12 11.00 35.0 NA No significant change. 2022-2023 17.0 75 72.0 Students show growth on this question. 2023-2024
800 12 21.00 33.0 NA No significant change. 2022-2023 38.0 50 NA No significant change. 2023-2024
801 12 24.00 32.0 NA No significant change. 2022-2023 69.0 63 NA No significant change. 2023-2024
802 12 13.00 40.0 100 Students show growth on this question. 2022-2023 48.0 76 NA No significant change. 2023-2024
803 12 26.00 23.1 72 Students show growth on this question. 2022-2023 41.4 45 NA No significant change. 2023-2024
804 12 29.00 53.6 97 Students show growth on this question. 2022-2023 25.0 33 55.0 Students show growth on this question. 2023-2024
805 12 13.00 50.0 57 Students show growth on this question. 2022-2023 38.5 63 48.0 No significant change. 2023-2024
806 12 48.00 43.0 62 Students show growth on this question. 2022-2023 49.0 64 NA No significant change. 2023-2024
807 12 26.00 40.0 55 Students show growth on this question. 2022-2023 41.0 65 NA No significant change. 2023-2024
808 12 21.00 27.3 19 Students are struggling, they need more practice on this question. 2022-2023 18.5 55 43.0 Students show growth on this question. 2023-2024
809 12 27.00 NA NA No significant change. 2022-2023 43.0 15 34.0 Students are struggling, they need more practice on this question. 2023-2024
810 12 33.00 NA NA No significant change. 2022-2023 39.0 59 50.0 Students show growth on this question. 2023-2024
811 12 8.00 27.0 63 Students show growth on this question. 2022-2023 38.0 35 NA No significant change. 2023-2024
812 12 30.00 0.0 NA No significant change. 2022-2023 46.0 27 NA No significant change. 2023-2024
813 12 33.00 22.0 55 Students show growth on this question. 2022-2023 29.0 59 65.0 Students show growth on this question. 2023-2024
814 12 18.00 14.0 71 Students show growth on this question. 2022-2023 43.0 28 NA No significant change. 2023-2024
815 12 15.00 34.6 75 Students show growth on this question. 2022-2023 28.0 64 NA No significant change. 2023-2024
816 12 44.00 48.0 NA No significant change. 2022-2023 39.0 43 NA No significant change. 2023-2024
817 12 27.00 43.0 62 Students show growth on this question. 2022-2023 22.0 48 NA No significant change. 2023-2024
818 12 39.00 54.0 68 Students show growth on this question. 2022-2023 42.0 64 65.0 Students show growth on this question. 2023-2024
819 12 10.00 26.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 13 59.00 69.0 83 Students show growth on this question. 2022-2023 26.0 42 45.0 Students show growth on this question. 2023-2024
601 13 63.00 82.0 100 Students show growth on this question. 2022-2023 46.0 45 43.0 No significant change. 2023-2024
602 13 43.00 52.0 87 Students show growth on this question. 2022-2023 36.0 26 66.0 Students show growth on this question. 2023-2024
603 13 60.00 70.0 94 Students show growth on this question. 2022-2023 26.0 27 44.0 Students show growth on this question. 2023-2024
604 13 37.00 50.0 58 Students show growth on this question. 2022-2023 12.0 26 37.0 Students are struggling, they need more practice on this question. 2023-2024
605 13 17.00 50.0 39 Students are struggling, they need more practice on this question. 2022-2023 10.0 16 34.0 Students are struggling, they need more practice on this question. 2023-2024
606 13 38.00 46.0 40 No significant change. 2022-2023 9.0 39 16.0 Students are struggling, they need more practice on this question. 2023-2024
607 13 40.00 45.0 40 No significant change. 2022-2023 17.0 30 40.0 Students show growth on this question. 2023-2024
608 13 39.00 44.0 39 Students are struggling, they need more practice on this question. 2022-2023 36.0 32 42.0 No significant change. 2023-2024
609 13 68.00 NA NA No significant change. 2022-2023 25.0 37 42.0 Students show growth on this question. 2023-2024
610 13 50.00 NA NA No significant change. 2022-2023 25.0 39 35.0 Students are struggling, they need more practice on this question. 2023-2024
611 13 46.00 64.0 58 Students show growth on this question. 2022-2023 17.0 19 42.9 Students show growth on this question. 2023-2024
612 13 39.00 80.0 78 Students show growth on this question. 2022-2023 12.0 28 32.1 Students are struggling, they need more practice on this question. 2023-2024
613 13 42.00 52.0 71 Students show growth on this question. 2022-2023 11.0 17 30.0 Students are struggling, they need more practice on this question. 2023-2024
614 13 47.00 40.0 61 Students show growth on this question. 2022-2023 63.0 9 21.4 Students are struggling, they need more practice on this question. 2023-2024
615 13 NA 55.0 NA No significant change. 2022-2023 20.7 29 29.0 Students are struggling, they need more practice on this question. 2023-2024
616 13 66.00 85.0 84 Students show growth on this question. 2022-2023 10.0 30 29.0 Students are struggling, they need more practice on this question. 2023-2024
617 13 41.00 8.0 38 Students are struggling, they need more practice on this question. 2022-2023 19.0 35 24.1 Students are struggling, they need more practice on this question. 2023-2024
618 13 NA 41.0 NA No significant change. 2022-2023 26.1 52 44.0 Students show growth on this question. 2023-2024
619 13 NA 48.0 NA No significant change. 2022-2023 16.7 25 38.0 Students are struggling, they need more practice on this question. 2023-2024
620 13 NA 45.0 NA No significant change. 2022-2023 25.9 23 56.0 Students show growth on this question. 2023-2024
621 13 50.00 33.0 40 No significant change. 2022-2023 10.0 15 30.0 Students are struggling, they need more practice on this question. 2023-2024
700 13 65.00 78.0 70 No significant change. 2022-2023 72.0 67 82.0 Students show growth on this question. 2023-2024
701 13 68.00 60.0 92 Students show growth on this question. 2022-2023 43.0 75 77.0 Students show growth on this question. 2023-2024
702 13 65.00 71.0 90 Students show growth on this question. 2022-2023 69.0 80 82.0 Students show growth on this question. 2023-2024
703 13 69.00 59.0 69 No significant change. 2022-2023 46.0 77 90.0 Students show growth on this question. 2023-2024
704 13 41.00 30.0 39 Students are struggling, they need more practice on this question. 2022-2023 37.0 37 32.0 Students are struggling, they need more practice on this question. 2023-2024
705 13 45.00 35.0 55 Students show growth on this question. 2022-2023 27.0 42 46.0 Students show growth on this question. 2023-2024
706 13 29.00 52.0 27 Students are struggling, they need more practice on this question. 2022-2023 25.0 25 29.0 Students are struggling, they need more practice on this question. 2023-2024
707 13 33.33 33.0 55 Students show growth on this question. 2022-2023 52.4 39 37.0 Students are struggling, they need more practice on this question. 2023-2024
708 13 14.00 22.0 22 Students are struggling, they need more practice on this question. 2022-2023 21.0 40 54.0 Students show growth on this question. 2023-2024
709 13 0.00 NA NA No significant change. 2022-2023 28.0 46 34.0 Students are struggling, they need more practice on this question. 2023-2024
710 13 10.00 NA NA No significant change. 2022-2023 15.0 23 13.0 Students are struggling, they need more practice on this question. 2023-2024
711 13 30.00 30.0 31 Students are struggling, they need more practice on this question. 2022-2023 39.0 33 34.5 Students are struggling, they need more practice on this question. 2023-2024
712 13 20.00 31.0 45 Students show growth on this question. 2022-2023 39.0 45 53.8 Students show growth on this question. 2023-2024
713 13 50.00 43.0 72 Students show growth on this question. 2022-2023 57.0 37 41.4 No significant change. 2023-2024
714 13 42.86 48.0 62 Students show growth on this question. 2022-2023 70.0 68 62.1 No significant change. 2023-2024
715 13 67.00 56.0 89 Students show growth on this question. 2022-2023 73.0 77 91.0 Students show growth on this question. 2023-2024
716 13 77.00 81.0 82 No significant change. 2022-2023 48.0 60 61.0 Students show growth on this question. 2023-2024
717 13 39.29 NA 78 Students show growth on this question. 2022-2023 17.2 35 31.0 Students are struggling, they need more practice on this question. 2023-2024
718 13 26.92 15.0 56 Students show growth on this question. 2022-2023 11.0 21 34.0 Students are struggling, they need more practice on this question. 2023-2024
719 13 0.00 38.0 NA No significant change. 2022-2023 24.0 75 50.0 Students show growth on this question. 2023-2024
800 13 83.00 96.0 NA No significant change. 2022-2023 97.0 100 NA No significant change. 2023-2024
801 13 93.00 82.0 NA No significant change. 2022-2023 83.0 96 NA No significant change. 2023-2024
802 13 24.00 97.0 97 Students show growth on this question. 2022-2023 100.0 93 NA No significant change. 2023-2024
803 13 65.00 65.4 84 Students show growth on this question. 2022-2023 89.7 80 NA No significant change. 2023-2024
804 13 88.00 92.9 93 No significant change. 2022-2023 64.3 77 72.0 No significant change. 2023-2024
805 13 69.00 87.5 81 Students show growth on this question. 2022-2023 46.2 51 80.0 Students show growth on this question. 2023-2024
806 13 48.00 70.0 73 Students show growth on this question. 2022-2023 87.0 68 NA No significant change. 2023-2024
807 13 48.00 72.0 83 Students show growth on this question. 2022-2023 85.0 70 NA No significant change. 2023-2024
808 13 56.00 59.1 53 No significant change. 2022-2023 66.7 81 86.0 Students show growth on this question. 2023-2024
809 13 73.00 NA NA No significant change. 2022-2023 72.0 72 50.0 No significant change. 2023-2024
810 13 66.00 NA NA No significant change. 2022-2023 62.0 42 25.0 Students are struggling, they need more practice on this question. 2023-2024
811 13 60.00 62.0 81 Students show growth on this question. 2022-2023 83.0 52 NA No significant change. 2023-2024
812 13 61.00 77.0 NA No significant change. 2022-2023 68.0 67 NA No significant change. 2023-2024
813 13 71.00 83.0 85 Students show growth on this question. 2022-2023 43.0 79 82.0 Students show growth on this question. 2023-2024
814 13 71.00 82.0 83 Students show growth on this question. 2022-2023 90.0 66 NA No significant change. 2023-2024
815 13 88.00 88.5 96 No significant change. 2022-2023 60.0 76 NA No significant change. 2023-2024
816 13 82.00 89.0 NA No significant change. 2022-2023 96.0 90 NA No significant change. 2023-2024
817 13 39.00 62.0 97 Students show growth on this question. 2022-2023 65.0 66 NA No significant change. 2023-2024
818 13 62.00 73.0 92 Students show growth on this question. 2022-2023 35.0 68 75.0 Students show growth on this question. 2023-2024
819 13 85.00 61.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 14 89.00 86.0 93 No significant change. 2022-2023 80.0 80 83.0 No significant change. 2023-2024
601 14 73.00 89.0 100 Students show growth on this question. 2022-2023 85.0 83 83.0 No significant change. 2023-2024
602 14 63.00 85.0 97 Students show growth on this question. 2022-2023 60.0 93 97.0 Students show growth on this question. 2023-2024
603 14 66.00 93.0 100 Students show growth on this question. 2022-2023 65.0 97 97.0 Students show growth on this question. 2023-2024
604 14 41.00 91.0 85 Students show growth on this question. 2022-2023 76.0 63 82.0 No significant change. 2023-2024
605 14 26.00 71.0 70 Students show growth on this question. 2022-2023 52.0 58 60.0 No significant change. 2023-2024
606 14 42.00 64.0 75 Students show growth on this question. 2022-2023 48.0 57 70.0 Students show growth on this question. 2023-2024
607 14 28.00 45.0 75 Students show growth on this question. 2022-2023 48.0 56 68.0 Students show growth on this question. 2023-2024
608 14 50.00 78.0 71 Students show growth on this question. 2022-2023 68.0 48 67.0 No significant change. 2023-2024
609 14 38.00 NA NA No significant change. 2022-2023 18.0 40 32.0 Students are struggling, they need more practice on this question. 2023-2024
610 14 52.00 NA NA No significant change. 2022-2023 37.0 45 30.0 Students are struggling, they need more practice on this question. 2023-2024
611 14 50.00 56.0 71 Students show growth on this question. 2022-2023 57.0 75 82.1 Students show growth on this question. 2023-2024
612 14 39.00 76.0 65 Students show growth on this question. 2022-2023 62.0 72 75.0 Students show growth on this question. 2023-2024
613 14 54.00 64.0 82 Students show growth on this question. 2022-2023 67.0 75 86.7 Students show growth on this question. 2023-2024
614 14 40.00 68.0 61 Students show growth on this question. 2022-2023 58.0 82 85.7 Students show growth on this question. 2023-2024
615 14 NA 73.0 NA No significant change. 2022-2023 55.2 54 75.0 Students show growth on this question. 2023-2024
616 14 63.00 92.0 92 Students show growth on this question. 2022-2023 46.0 78 75.0 Students show growth on this question. 2023-2024
617 14 76.00 28.0 59 No significant change. 2022-2023 58.0 69 58.6 No significant change. 2023-2024
618 14 NA 55.0 NA No significant change. 2022-2023 34.8 56 80.0 Students show growth on this question. 2023-2024
619 14 NA 59.0 NA No significant change. 2022-2023 73.3 75 72.0 No significant change. 2023-2024
620 14 NA 62.0 NA No significant change. 2022-2023 51.9 69 84.0 Students show growth on this question. 2023-2024
621 14 66.00 66.0 40 No significant change. 2022-2023 75.0 75 90.0 Students show growth on this question. 2023-2024
700 14 83.00 96.0 96 Students show growth on this question. 2022-2023 90.0 87 100.0 Students show growth on this question. 2023-2024
701 14 84.00 84.0 96 Students show growth on this question. 2022-2023 53.0 79 97.0 Students show growth on this question. 2023-2024
702 14 62.00 95.0 95 Students show growth on this question. 2022-2023 85.0 84 89.0 No significant change. 2023-2024
703 14 50.00 88.0 94 Students show growth on this question. 2022-2023 50.0 85 93.0 Students show growth on this question. 2023-2024
704 14 55.00 85.0 76 Students show growth on this question. 2022-2023 63.0 67 75.0 Students show growth on this question. 2023-2024
705 14 55.00 66.0 63 No significant change. 2022-2023 46.0 54 71.0 Students show growth on this question. 2023-2024
706 14 61.00 64.0 70 No significant change. 2022-2023 29.0 63 62.0 Students show growth on this question. 2023-2024
707 14 29.63 78.0 69 Students show growth on this question. 2022-2023 42.9 52 51.9 No significant change. 2023-2024
708 14 54.00 57.0 74 Students show growth on this question. 2022-2023 50.0 68 82.0 Students show growth on this question. 2023-2024
709 14 71.00 NA NA No significant change. 2022-2023 37.0 73 100.0 Students show growth on this question. 2023-2024
710 14 40.00 NA NA No significant change. 2022-2023 57.0 78 100.0 Students show growth on this question. 2023-2024
711 14 56.67 85.0 90 Students show growth on this question. 2022-2023 70.0 74 75.9 No significant change. 2023-2024
712 14 63.33 79.0 69 No significant change. 2022-2023 64.0 69 80.8 Students show growth on this question. 2023-2024
713 14 71.43 89.0 90 Students show growth on this question. 2022-2023 52.0 74 69.0 Students show growth on this question. 2023-2024
714 14 57.14 79.0 90 Students show growth on this question. 2022-2023 56.0 79 79.3 Students show growth on this question. 2023-2024
715 14 56.00 92.0 92 Students show growth on this question. 2022-2023 63.0 70 82.0 Students show growth on this question. 2023-2024
716 14 68.00 95.0 100 Students show growth on this question. 2022-2023 70.0 68 83.0 Students show growth on this question. 2023-2024
717 14 60.71 NA 89 Students show growth on this question. 2022-2023 58.6 59 86.0 Students show growth on this question. 2023-2024
718 14 61.54 79.0 76 Students show growth on this question. 2022-2023 41.0 64 71.0 Students show growth on this question. 2023-2024
719 14 33.00 77.0 NA No significant change. 2022-2023 69.0 89 82.0 Students show growth on this question. 2023-2024
800 14 97.00 96.0 NA No significant change. 2022-2023 14.0 10 NA No significant change. 2023-2024
801 14 90.00 96.0 NA No significant change. 2022-2023 17.0 13 NA No significant change. 2023-2024
802 14 90.00 93.0 100 Students show growth on this question. 2022-2023 28.0 52 NA No significant change. 2023-2024
803 14 73.00 88.5 92 Students show growth on this question. 2022-2023 17.2 38 NA No significant change. 2023-2024
804 14 85.00 96.4 97 Students show growth on this question. 2022-2023 21.4 25 90.0 Students show growth on this question. 2023-2024
805 14 73.00 83.3 91 Students show growth on this question. 2022-2023 19.2 63 76.0 Students show growth on this question. 2023-2024
806 14 40.00 70.0 81 Students show growth on this question. 2022-2023 33.0 46 NA No significant change. 2023-2024
807 14 74.00 76.0 86 Students show growth on this question. 2022-2023 30.0 35 NA No significant change. 2023-2024
808 14 60.00 59.1 86 Students show growth on this question. 2022-2023 44.4 81 82.0 Students show growth on this question. 2023-2024
809 14 64.00 NA NA No significant change. 2022-2023 15.0 15 17.0 Students are struggling, they need more practice on this question. 2023-2024
810 14 44.00 NA NA No significant change. 2022-2023 39.0 42 42.0 No significant change. 2023-2024
811 14 48.00 65.0 87 Students show growth on this question. 2022-2023 27.0 17 NA No significant change. 2023-2024
812 14 78.00 86.0 NA No significant change. 2022-2023 25.0 30 NA No significant change. 2023-2024
813 14 71.00 92.0 90 Students show growth on this question. 2022-2023 18.0 35 42.0 Students show growth on this question. 2023-2024
814 14 71.00 77.0 96 Students show growth on this question. 2022-2023 23.0 41 NA No significant change. 2023-2024
815 14 84.00 100.0 100 Students show growth on this question. 2022-2023 32.0 64 NA No significant change. 2023-2024
816 14 70.00 96.0 NA No significant change. 2022-2023 15.0 30 NA No significant change. 2023-2024
817 14 39.00 50.0 93 Students show growth on this question. 2022-2023 17.0 35 NA No significant change. 2023-2024
818 14 62.00 73.0 75 Students show growth on this question. 2022-2023 50.0 61 65.0 Students show growth on this question. 2023-2024
819 14 85.00 87.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 15 65.00 83.0 97 Students show growth on this question. 2022-2023 46.0 59 80.0 Students show growth on this question. 2023-2024
601 15 73.00 89.0 100 Students show growth on this question. 2022-2023 50.0 80 75.0 Students show growth on this question. 2023-2024
602 15 30.00 74.0 83 Students show growth on this question. 2022-2023 48.0 67 66.0 Students show growth on this question. 2023-2024
603 15 36.00 67.0 87 Students show growth on this question. 2022-2023 61.0 81 77.0 Students show growth on this question. 2023-2024
604 15 44.00 64.0 70 Students show growth on this question. 2022-2023 44.0 52 60.0 Students show growth on this question. 2023-2024
605 15 22.00 50.0 54 Students show growth on this question. 2022-2023 24.0 58 37.0 Students are struggling, they need more practice on this question. 2023-2024
606 15 38.00 36.0 50 Students show growth on this question. 2022-2023 39.0 39 47.0 No significant change. 2023-2024
607 15 24.00 45.0 54 Students show growth on this question. 2022-2023 30.0 41 68.0 Students show growth on this question. 2023-2024
608 15 50.00 57.0 50 No significant change. 2022-2023 41.0 52 50.0 No significant change. 2023-2024
609 15 35.00 NA NA No significant change. 2022-2023 31.0 20 10.0 Students are struggling, they need more practice on this question. 2023-2024
610 15 40.00 NA NA No significant change. 2022-2023 37.0 35 25.0 Students are struggling, they need more practice on this question. 2023-2024
611 15 35.00 44.0 67 Students show growth on this question. 2022-2023 35.0 63 46.4 Students show growth on this question. 2023-2024
612 15 19.00 64.0 78 Students show growth on this question. 2022-2023 42.0 32 32.1 Students are struggling, they need more practice on this question. 2023-2024
613 15 13.00 56.0 61 Students show growth on this question. 2022-2023 44.0 54 53.3 No significant change. 2023-2024
614 15 36.00 60.0 52 Students show growth on this question. 2022-2023 54.0 50 57.1 No significant change. 2023-2024
615 15 NA 80.0 NA No significant change. 2022-2023 31.0 36 39.0 Students are struggling, they need more practice on this question. 2023-2024
616 15 53.00 69.0 88 Students show growth on this question. 2022-2023 42.0 41 50.0 No significant change. 2023-2024
617 15 24.00 24.0 31 Students are struggling, they need more practice on this question. 2022-2023 19.0 12 37.9 Students are struggling, they need more practice on this question. 2023-2024
618 15 NA 31.0 NA No significant change. 2022-2023 30.4 26 52.0 Students show growth on this question. 2023-2024
619 15 NA 56.0 NA No significant change. 2022-2023 33.3 54 55.0 Students show growth on this question. 2023-2024
620 15 NA 48.0 NA No significant change. 2022-2023 37.0 50 52.0 Students show growth on this question. 2023-2024
621 15 17.00 16.0 40 Students show growth on this question. 2022-2023 50.0 45 70.0 Students show growth on this question. 2023-2024
700 15 30.00 13.0 17 Students are struggling, they need more practice on this question. 2022-2023 14.0 23 21.0 Students are struggling, they need more practice on this question. 2023-2024
701 15 24.00 32.0 96 Students show growth on this question. 2022-2023 33.0 54 74.0 Students show growth on this question. 2023-2024
702 15 31.00 19.0 15 Students are struggling, they need more practice on this question. 2022-2023 12.0 8 30.0 Students are struggling, they need more practice on this question. 2023-2024
703 15 13.00 6.0 0 Students are struggling, they need more practice on this question. 2022-2023 19.0 58 72.0 Students show growth on this question. 2023-2024
704 15 23.00 5.0 20 Students are struggling, they need more practice on this question. 2022-2023 30.0 13 29.0 Students are struggling, they need more practice on this question. 2023-2024
705 15 14.00 26.0 25 Students are struggling, they need more practice on this question. 2022-2023 14.0 19 8.0 Students are struggling, they need more practice on this question. 2023-2024
706 15 14.00 20.0 12 Students are struggling, they need more practice on this question. 2022-2023 33.0 25 24.0 Students are struggling, they need more practice on this question. 2023-2024
707 15 37.04 37.0 17 Students are struggling, they need more practice on this question. 2022-2023 14.3 26 14.8 Students are struggling, they need more practice on this question. 2023-2024
708 15 25.00 26.0 31 Students are struggling, they need more practice on this question. 2022-2023 18.0 24 23.0 Students are struggling, they need more practice on this question. 2023-2024
709 15 0.00 NA NA No significant change. 2022-2023 55.0 28 67.0 Students show growth on this question. 2023-2024
710 15 40.00 NA NA No significant change. 2022-2023 43.0 34 50.0 No significant change. 2023-2024
711 15 26.67 22.0 14 Students are struggling, they need more practice on this question. 2022-2023 22.0 11 27.6 Students are struggling, they need more practice on this question. 2023-2024
712 15 13.33 21.0 21 Students are struggling, they need more practice on this question. 2022-2023 11.0 17 30.8 Students are struggling, they need more practice on this question. 2023-2024
713 15 28.57 29.0 10 Students are struggling, they need more practice on this question. 2022-2023 24.0 37 24.1 Students are struggling, they need more practice on this question. 2023-2024
714 15 25.00 14.0 3 Students are struggling, they need more practice on this question. 2022-2023 11.0 32 56.2 Students show growth on this question. 2023-2024
715 15 11.00 4.0 4 Students are struggling, they need more practice on this question. 2022-2023 17.0 17 27.0 Students are struggling, they need more practice on this question. 2023-2024
716 15 5.00 10.0 5 Students are struggling, they need more practice on this question. 2022-2023 26.0 8 13.0 Students are struggling, they need more practice on this question. 2023-2024
717 15 28.57 NA 59 Students show growth on this question. 2022-2023 27.6 17 24.0 Students are struggling, they need more practice on this question. 2023-2024
718 15 30.77 29.0 72 Students show growth on this question. 2022-2023 26.0 36 59.0 Students show growth on this question. 2023-2024
719 15 22.00 31.0 NA No significant change. 2022-2023 38.0 46 64.0 Students show growth on this question. 2023-2024
800 15 76.00 74.0 NA No significant change. 2022-2023 38.0 47 NA No significant change. 2023-2024
801 15 79.00 85.0 NA No significant change. 2022-2023 45.0 33 NA No significant change. 2023-2024
802 15 83.00 80.0 100 Students show growth on this question. 2022-2023 31.0 59 NA No significant change. 2023-2024
803 15 42.00 76.9 84 Students show growth on this question. 2022-2023 41.4 51 NA No significant change. 2023-2024
804 15 70.00 71.4 93 Students show growth on this question. 2022-2023 32.1 37 86.0 Students show growth on this question. 2023-2024
805 15 65.00 58.2 91 Students show growth on this question. 2022-2023 38.5 44 84.0 Students show growth on this question. 2023-2024
806 15 24.00 50.0 81 Students show growth on this question. 2022-2023 19.0 46 NA No significant change. 2023-2024
807 15 52.00 64.0 69 Students show growth on this question. 2022-2023 19.0 39 NA No significant change. 2023-2024
808 15 43.00 54.5 71 Students show growth on this question. 2022-2023 11.1 59 86.0 Students show growth on this question. 2023-2024
809 15 27.00 NA NA No significant change. 2022-2023 15.0 29 17.0 Students are struggling, they need more practice on this question. 2023-2024
810 15 33.00 NA NA No significant change. 2022-2023 23.0 17 34.0 Students are struggling, they need more practice on this question. 2023-2024
811 15 52.00 54.0 81 Students show growth on this question. 2022-2023 14.0 30 NA No significant change. 2023-2024
812 15 57.00 73.0 NA No significant change. 2022-2023 25.0 30 NA No significant change. 2023-2024
813 15 42.00 57.0 90 Students show growth on this question. 2022-2023 18.0 42 50.0 Students show growth on this question. 2023-2024
814 15 54.00 77.0 96 Students show growth on this question. 2022-2023 40.0 31 NA No significant change. 2023-2024
815 15 61.00 80.8 84 Students show growth on this question. 2022-2023 32.0 72 NA No significant change. 2023-2024
816 15 70.00 82.0 NA No significant change. 2022-2023 42.0 40 NA No significant change. 2023-2024
817 15 27.00 58.0 90 Students show growth on this question. 2022-2023 17.0 24 NA No significant change. 2023-2024
818 15 27.00 46.0 79 Students show growth on this question. 2022-2023 31.0 61 65.0 Students show growth on this question. 2023-2024
819 15 60.00 74.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 16 72.00 83.0 97 Students show growth on this question. 2022-2023 30.0 45 56.0 Students show growth on this question. 2023-2024
601 16 60.00 79.0 96 Students show growth on this question. 2022-2023 32.0 49 72.0 Students show growth on this question. 2023-2024
602 16 50.00 81.0 90 Students show growth on this question. 2022-2023 52.0 82 66.0 Students show growth on this question. 2023-2024
603 16 56.00 93.0 100 Students show growth on this question. 2022-2023 61.0 50 50.0 No significant change. 2023-2024
604 16 41.00 68.0 77 Students show growth on this question. 2022-2023 42.0 56 75.0 Students show growth on this question. 2023-2024
605 16 17.00 75.0 58 Students show growth on this question. 2022-2023 24.0 48 52.0 Students show growth on this question. 2023-2024
606 16 29.00 41.0 30 Students are struggling, they need more practice on this question. 2022-2023 39.0 44 47.0 No significant change. 2023-2024
607 16 36.00 55.0 60 Students show growth on this question. 2022-2023 52.0 59 80.0 Students show growth on this question. 2023-2024
608 16 46.00 65.0 50 No significant change. 2022-2023 68.0 68 84.0 Students show growth on this question. 2023-2024
609 16 17.00 NA NA No significant change. 2022-2023 12.0 30 24.0 Students are struggling, they need more practice on this question. 2023-2024
610 16 17.00 NA NA No significant change. 2022-2023 50.0 35 15.0 Students are struggling, they need more practice on this question. 2023-2024
611 16 35.00 48.0 67 Students show growth on this question. 2022-2023 39.0 44 53.6 Students show growth on this question. 2023-2024
612 16 19.00 68.0 57 Students show growth on this question. 2022-2023 35.0 56 35.7 Students are struggling, they need more practice on this question. 2023-2024
613 16 13.00 60.0 71 Students show growth on this question. 2022-2023 63.0 54 76.7 Students show growth on this question. 2023-2024
614 16 30.00 60.0 52 Students show growth on this question. 2022-2023 54.0 55 67.9 Students show growth on this question. 2023-2024
615 16 NA 73.0 NA No significant change. 2022-2023 44.8 61 64.0 Students show growth on this question. 2023-2024
616 16 43.00 69.0 92 Students show growth on this question. 2022-2023 50.0 34 54.0 No significant change. 2023-2024
617 16 34.00 44.0 38 Students are struggling, they need more practice on this question. 2022-2023 39.0 39 44.8 No significant change. 2023-2024
618 16 NA 48.0 NA No significant change. 2022-2023 21.7 67 40.0 Students show growth on this question. 2023-2024
619 16 NA 41.0 NA No significant change. 2022-2023 50.0 71 66.0 Students show growth on this question. 2023-2024
620 16 NA 38.0 NA No significant change. 2022-2023 55.6 50 72.0 Students show growth on this question. 2023-2024
621 16 17.00 0.0 40 Students show growth on this question. 2022-2023 55.0 50 65.0 Students show growth on this question. 2023-2024
700 16 83.00 78.0 87 No significant change. 2022-2023 69.0 87 86.0 Students show growth on this question. 2023-2024
701 16 72.00 68.0 92 Students show growth on this question. 2022-2023 60.0 75 80.0 Students show growth on this question. 2023-2024
702 16 71.00 91.0 100 Students show growth on this question. 2022-2023 65.0 80 82.0 Students show growth on this question. 2023-2024
703 16 50.00 77.0 94 Students show growth on this question. 2022-2023 69.0 73 90.0 Students show growth on this question. 2023-2024
704 16 36.00 35.0 76 Students show growth on this question. 2022-2023 63.0 70 75.0 Students show growth on this question. 2023-2024
705 16 59.00 57.0 59 No significant change. 2022-2023 36.0 62 54.0 Students show growth on this question. 2023-2024
706 16 54.00 60.0 66 Students show growth on this question. 2022-2023 63.0 38 52.0 No significant change. 2023-2024
707 16 48.15 70.0 69 Students show growth on this question. 2022-2023 42.9 48 63.0 Students show growth on this question. 2023-2024
708 16 39.00 57.0 61 Students show growth on this question. 2022-2023 50.0 68 55.0 No significant change. 2023-2024
709 16 29.00 NA NA No significant change. 2022-2023 73.0 46 67.0 No significant change. 2023-2024
710 16 50.00 NA NA No significant change. 2022-2023 71.0 34 50.0 No significant change. 2023-2024
711 16 60.00 48.0 72 Students show growth on this question. 2022-2023 61.0 63 62.1 No significant change. 2023-2024
712 16 60.00 52.0 66 No significant change. 2022-2023 71.0 79 65.4 No significant change. 2023-2024
713 16 64.29 57.0 83 Students show growth on this question. 2022-2023 38.0 48 48.3 Students show growth on this question. 2023-2024
714 16 64.29 79.0 79 Students show growth on this question. 2022-2023 59.0 82 72.4 Students show growth on this question. 2023-2024
715 16 59.00 15.0 85 Students show growth on this question. 2022-2023 70.0 87 100.0 Students show growth on this question. 2023-2024
716 16 80.00 86.0 86 No significant change. 2022-2023 78.0 80 74.0 No significant change. 2023-2024
717 16 39.29 NA 89 Students show growth on this question. 2022-2023 65.5 59 55.0 No significant change. 2023-2024
718 16 53.85 54.0 84 Students show growth on this question. 2022-2023 30.0 39 59.0 Students show growth on this question. 2023-2024
719 16 44.00 73.0 NA No significant change. 2022-2023 45.0 82 72.0 Students show growth on this question. 2023-2024
800 16 72.00 89.0 NA No significant change. 2022-2023 55.0 57 NA No significant change. 2023-2024
801 16 93.00 100.0 NA No significant change. 2022-2023 48.0 71 NA No significant change. 2023-2024
802 16 87.00 77.0 100 Students show growth on this question. 2022-2023 70.0 76 NA No significant change. 2023-2024
803 16 61.00 76.9 76 Students show growth on this question. 2022-2023 48.3 61 NA No significant change. 2023-2024
804 16 59.00 78.6 86 Students show growth on this question. 2022-2023 32.1 51 80.0 Students show growth on this question. 2023-2024
805 16 73.00 79.2 81 No significant change. 2022-2023 30.8 63 60.0 Students show growth on this question. 2023-2024
806 16 44.00 50.0 66 Students show growth on this question. 2022-2023 29.0 41 NA No significant change. 2023-2024
807 16 48.00 64.0 62 Students show growth on this question. 2022-2023 22.0 35 NA No significant change. 2023-2024
808 16 39.00 54.5 67 Students show growth on this question. 2022-2023 22.2 74 75.0 Students show growth on this question. 2023-2024
809 16 36.00 NA NA No significant change. 2022-2023 29.0 0 17.0 Students are struggling, they need more practice on this question. 2023-2024
810 16 33.00 NA NA No significant change. 2022-2023 31.0 17 25.0 Students are struggling, they need more practice on this question. 2023-2024
811 16 52.00 62.0 75 Students show growth on this question. 2022-2023 16.0 48 NA No significant change. 2023-2024
812 16 70.00 51.0 NA No significant change. 2022-2023 36.0 30 NA No significant change. 2023-2024
813 16 63.00 65.0 90 Students show growth on this question. 2022-2023 25.0 55 62.0 Students show growth on this question. 2023-2024
814 16 42.00 59.0 88 Students show growth on this question. 2022-2023 40.0 52 NA No significant change. 2023-2024
815 16 73.00 92.3 71 No significant change. 2022-2023 39.0 76 NA No significant change. 2023-2024
816 16 89.00 93.0 NA No significant change. 2022-2023 42.0 40 NA No significant change. 2023-2024
817 16 39.00 58.0 76 Students show growth on this question. 2022-2023 17.0 31 NA No significant change. 2023-2024
818 16 27.00 69.0 68 Students show growth on this question. 2022-2023 54.0 61 65.0 Students show growth on this question. 2023-2024
819 16 65.00 70.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 17 51.00 66.0 90 Students show growth on this question. 2022-2023 26.0 35 21.0 Students are struggling, they need more practice on this question. 2023-2024
601 17 36.00 64.0 96 Students show growth on this question. 2022-2023 21.0 21 11.0 Students are struggling, they need more practice on this question. 2023-2024
602 17 36.00 59.0 94 Students show growth on this question. 2022-2023 4.0 12 11.0 Students are struggling, they need more practice on this question. 2023-2024
603 17 36.00 53.0 94 Students show growth on this question. 2022-2023 30.0 12 30.0 Students are struggling, they need more practice on this question. 2023-2024
604 17 37.00 46.0 53 Students show growth on this question. 2022-2023 32.0 26 37.0 Students are struggling, they need more practice on this question. 2023-2024
605 17 4.00 25.0 54 Students show growth on this question. 2022-2023 24.0 27 34.0 Students are struggling, they need more practice on this question. 2023-2024
606 17 33.00 41.0 45 Students show growth on this question. 2022-2023 26.0 18 58.0 Students show growth on this question. 2023-2024
607 17 28.00 15.0 20 Students are struggling, they need more practice on this question. 2022-2023 35.0 19 32.0 Students are struggling, they need more practice on this question. 2023-2024
608 17 50.00 39.0 46 No significant change. 2022-2023 23.0 40 42.0 Students show growth on this question. 2023-2024
609 17 34.00 NA NA No significant change. 2022-2023 37.0 25 22.0 Students are struggling, they need more practice on this question. 2023-2024
610 17 33.00 NA NA No significant change. 2022-2023 31.0 36 10.0 Students are struggling, they need more practice on this question. 2023-2024
611 17 31.00 60.0 63 Students show growth on this question. 2022-2023 30.0 13 50.0 Students show growth on this question. 2023-2024
612 17 12.00 64.0 70 Students show growth on this question. 2022-2023 35.0 12 42.9 No significant change. 2023-2024
613 17 29.00 56.0 79 Students show growth on this question. 2022-2023 26.0 42 43.3 Students show growth on this question. 2023-2024
614 17 27.00 48.0 61 Students show growth on this question. 2022-2023 63.0 36 57.1 No significant change. 2023-2024
615 17 NA 41.0 NA No significant change. 2022-2023 31.0 21 32.0 Students are struggling, they need more practice on this question. 2023-2024
616 17 53.00 58.0 72 Students show growth on this question. 2022-2023 10.0 15 25.0 Students are struggling, they need more practice on this question. 2023-2024
617 17 28.00 24.0 41 Students show growth on this question. 2022-2023 31.0 27 31.0 Students are struggling, they need more practice on this question. 2023-2024
618 17 NA 45.0 NA No significant change. 2022-2023 26.1 15 40.0 Students show growth on this question. 2023-2024
619 17 NA 41.0 NA No significant change. 2022-2023 16.7 14 38.0 Students are struggling, they need more practice on this question. 2023-2024
620 17 NA 21.0 NA No significant change. 2022-2023 22.2 31 32.0 Students are struggling, they need more practice on this question. 2023-2024
621 17 33.00 33.0 0 Students are struggling, they need more practice on this question. 2022-2023 35.0 20 30.0 Students are struggling, they need more practice on this question. 2023-2024
700 17 53.00 74.0 91 Students show growth on this question. 2022-2023 59.0 50 57.0 No significant change. 2023-2024
701 17 44.00 60.0 92 Students show growth on this question. 2022-2023 43.0 64 64.0 Students show growth on this question. 2023-2024
702 17 14.00 57.0 75 Students show growth on this question. 2022-2023 58.0 64 74.0 Students show growth on this question. 2023-2024
703 17 25.00 59.0 54 Students show growth on this question. 2022-2023 46.0 65 72.0 Students show growth on this question. 2023-2024
704 17 41.00 55.0 57 Students show growth on this question. 2022-2023 40.0 63 60.0 Students show growth on this question. 2023-2024
705 17 24.00 52.0 46 Students show growth on this question. 2022-2023 32.0 62 42.0 Students show growth on this question. 2023-2024
706 17 43.00 60.0 42 No significant change. 2022-2023 54.0 33 43.0 No significant change. 2023-2024
707 17 33.33 44.0 59 Students show growth on this question. 2022-2023 33.3 48 51.9 Students show growth on this question. 2023-2024
708 17 39.00 48.0 31 Students are struggling, they need more practice on this question. 2022-2023 50.0 52 64.0 Students show growth on this question. 2023-2024
709 17 43.00 NA NA No significant change. 2022-2023 46.0 46 67.0 Students show growth on this question. 2023-2024
710 17 40.00 NA NA No significant change. 2022-2023 43.0 56 50.0 No significant change. 2023-2024
711 17 30.00 63.0 55 Students show growth on this question. 2022-2023 65.0 48 34.5 Students are struggling, they need more practice on this question. 2023-2024
712 17 50.00 48.0 62 Students show growth on this question. 2022-2023 43.0 41 53.8 Students show growth on this question. 2023-2024
713 17 39.29 71.0 76 Students show growth on this question. 2022-2023 52.0 33 44.8 No significant change. 2023-2024
714 17 50.00 59.0 66 Students show growth on this question. 2022-2023 67.0 54 55.2 No significant change. 2023-2024
715 17 33.00 76.0 81 Students show growth on this question. 2022-2023 57.0 63 55.0 No significant change. 2023-2024
716 17 45.00 67.0 77 Students show growth on this question. 2022-2023 41.0 52 48.0 No significant change. 2023-2024
717 17 42.86 NA 81 Students show growth on this question. 2022-2023 31.0 59 69.0 Students show growth on this question. 2023-2024
718 17 26.92 61.0 76 Students show growth on this question. 2022-2023 33.0 61 71.0 Students show growth on this question. 2023-2024
719 17 0.00 27.0 NA No significant change. 2022-2023 59.0 64 72.0 Students show growth on this question. 2023-2024
800 17 79.00 85.0 NA No significant change. 2022-2023 69.0 87 NA No significant change. 2023-2024
801 17 48.00 75.0 NA No significant change. 2022-2023 69.0 92 NA No significant change. 2023-2024
802 17 63.00 60.0 100 Students show growth on this question. 2022-2023 79.0 93 NA No significant change. 2023-2024
803 17 61.00 65.4 76 Students show growth on this question. 2022-2023 13.8 22 NA No significant change. 2023-2024
804 17 63.00 75.0 82 Students show growth on this question. 2022-2023 28.6 22 66.0 Students show growth on this question. 2023-2024
805 17 56.00 66.7 91 Students show growth on this question. 2022-2023 30.8 55 60.0 Students show growth on this question. 2023-2024
806 17 36.00 66.0 66 Students show growth on this question. 2022-2023 51.0 59 NA No significant change. 2023-2024
807 17 44.00 48.0 73 Students show growth on this question. 2022-2023 48.0 57 NA No significant change. 2023-2024
808 17 65.00 36.4 57 No significant change. 2022-2023 7.4 70 79.0 Students show growth on this question. 2023-2024
809 17 36.00 NA NA No significant change. 2022-2023 29.0 15 0.0 Students are struggling, they need more practice on this question. 2023-2024
810 17 33.00 NA NA No significant change. 2022-2023 31.0 42 25.0 Students are struggling, they need more practice on this question. 2023-2024
811 17 60.00 62.0 75 Students show growth on this question. 2022-2023 40.0 26 NA No significant change. 2023-2024
812 17 52.00 64.0 NA No significant change. 2022-2023 39.0 57 NA No significant change. 2023-2024
813 17 33.00 57.0 75 Students show growth on this question. 2022-2023 25.0 59 65.0 Students show growth on this question. 2023-2024
814 17 71.00 36.0 88 Students show growth on this question. 2022-2023 73.0 55 NA No significant change. 2023-2024
815 17 50.00 76.9 80 Students show growth on this question. 2022-2023 46.0 44 NA No significant change. 2023-2024
816 17 52.00 67.0 NA No significant change. 2022-2023 77.0 77 NA No significant change. 2023-2024
817 17 31.00 58.0 73 Students show growth on this question. 2022-2023 61.0 38 NA No significant change. 2023-2024
818 17 54.00 62.0 75 Students show growth on this question. 2022-2023 69.0 57 62.0 No significant change. 2023-2024
819 17 80.00 65.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 18 75.00 90.0 100 Students show growth on this question. 2022-2023 90.0 80 90.0 No significant change. 2023-2024
601 18 73.00 89.0 96 Students show growth on this question. 2022-2023 75.0 63 75.0 No significant change. 2023-2024
602 18 46.00 78.0 94 Students show growth on this question. 2022-2023 64.0 71 69.0 No significant change. 2023-2024
603 18 56.00 80.0 97 Students show growth on this question. 2022-2023 80.0 97 94.0 Students show growth on this question. 2023-2024
604 18 48.00 73.0 70 Students show growth on this question. 2022-2023 60.0 67 71.0 Students show growth on this question. 2023-2024
605 18 22.00 54.0 46 Students show growth on this question. 2022-2023 57.0 58 60.0 No significant change. 2023-2024
606 18 38.00 27.0 55 Students show growth on this question. 2022-2023 44.0 44 70.0 Students show growth on this question. 2023-2024
607 18 44.00 50.0 54 Students show growth on this question. 2022-2023 61.0 67 80.0 Students show growth on this question. 2023-2024
608 18 58.00 52.0 58 No significant change. 2022-2023 64.0 60 88.0 Students show growth on this question. 2023-2024
609 18 0.00 NA NA No significant change. 2022-2023 18.0 20 11.0 Students are struggling, they need more practice on this question. 2023-2024
610 18 12.00 NA NA No significant change. 2022-2023 31.0 25 10.0 Students are struggling, they need more practice on this question. 2023-2024
611 18 50.00 60.0 75 Students show growth on this question. 2022-2023 74.0 75 82.1 No significant change. 2023-2024
612 18 31.00 88.0 87 Students show growth on this question. 2022-2023 73.0 64 64.3 No significant change. 2023-2024
613 18 38.00 60.0 68 Students show growth on this question. 2022-2023 63.0 75 76.7 Students show growth on this question. 2023-2024
614 18 37.00 52.0 52 Students show growth on this question. 2022-2023 54.0 50 71.4 Students show growth on this question. 2023-2024
615 18 NA 80.0 NA No significant change. 2022-2023 51.7 68 61.0 No significant change. 2023-2024
616 18 66.00 85.0 88 Students show growth on this question. 2022-2023 46.0 63 65.0 Students show growth on this question. 2023-2024
617 18 45.00 20.0 55 Students show growth on this question. 2022-2023 50.0 54 72.4 Students show growth on this question. 2023-2024
618 18 NA 38.0 NA No significant change. 2022-2023 34.8 41 64.0 Students show growth on this question. 2023-2024
619 18 NA 52.0 NA No significant change. 2022-2023 63.3 64 72.0 No significant change. 2023-2024
620 18 NA 55.0 NA No significant change. 2022-2023 55.6 62 68.0 Students show growth on this question. 2023-2024
621 18 0.00 33.0 20 Students are struggling, they need more practice on this question. 2022-2023 65.0 90 95.0 Students show growth on this question. 2023-2024
700 18 39.00 61.0 91 Students show growth on this question. 2022-2023 28.0 50 64.0 Students show growth on this question. 2023-2024
701 18 40.00 44.0 92 Students show growth on this question. 2022-2023 47.0 75 80.0 Students show growth on this question. 2023-2024
702 18 38.00 57.0 80 Students show growth on this question. 2022-2023 39.0 44 56.0 Students show growth on this question. 2023-2024
703 18 32.00 29.0 82 Students show growth on this question. 2022-2023 23.0 65 72.0 Students show growth on this question. 2023-2024
704 18 32.00 20.0 72 Students show growth on this question. 2022-2023 23.0 50 39.0 Students are struggling, they need more practice on this question. 2023-2024
705 18 28.00 48.0 38 Students are struggling, they need more practice on this question. 2022-2023 18.0 12 21.0 Students are struggling, they need more practice on this question. 2023-2024
706 18 29.00 36.0 39 Students are struggling, they need more practice on this question. 2022-2023 25.0 46 19.0 Students are struggling, they need more practice on this question. 2023-2024
707 18 37.04 33.0 59 Students show growth on this question. 2022-2023 38.1 30 55.6 Students show growth on this question. 2023-2024
708 18 14.00 13.0 4 Students are struggling, they need more practice on this question. 2022-2023 21.0 40 27.0 Students are struggling, they need more practice on this question. 2023-2024
709 18 14.00 NA NA No significant change. 2022-2023 9.0 46 45.0 Students show growth on this question. 2023-2024
710 18 0.00 NA NA No significant change. 2022-2023 29.0 34 38.0 Students are struggling, they need more practice on this question. 2023-2024
711 18 30.00 48.0 76 Students show growth on this question. 2022-2023 22.0 41 48.3 Students show growth on this question. 2023-2024
712 18 23.33 34.0 62 Students show growth on this question. 2022-2023 29.0 28 42.3 Students show growth on this question. 2023-2024
713 18 42.86 25.0 76 Students show growth on this question. 2022-2023 24.0 37 24.1 Students are struggling, they need more practice on this question. 2023-2024
714 18 42.86 38.0 83 Students show growth on this question. 2022-2023 26.0 50 44.8 Students show growth on this question. 2023-2024
715 18 41.00 40.0 85 Students show growth on this question. 2022-2023 47.0 50 91.0 Students show growth on this question. 2023-2024
716 18 47.00 48.0 86 Students show growth on this question. 2022-2023 30.0 44 48.0 Students show growth on this question. 2023-2024
717 18 21.43 NA 74 Students show growth on this question. 2022-2023 13.8 35 35.0 Students are struggling, they need more practice on this question. 2023-2024
718 18 23.08 36.0 88 Students show growth on this question. 2022-2023 19.0 36 67.0 Students show growth on this question. 2023-2024
719 18 0.00 38.0 NA No significant change. 2022-2023 21.0 68 82.0 Students show growth on this question. 2023-2024
800 18 97.00 96.0 NA No significant change. 2022-2023 62.0 83 NA No significant change. 2023-2024
801 18 79.00 96.0 NA No significant change. 2022-2023 66.0 88 NA No significant change. 2023-2024
802 18 90.00 93.0 100 Students show growth on this question. 2022-2023 69.0 79 NA No significant change. 2023-2024
803 18 69.00 80.8 84 Students show growth on this question. 2022-2023 69.0 71 NA No significant change. 2023-2024
804 18 88.00 92.9 97 No significant change. 2022-2023 39.3 81 86.0 Students show growth on this question. 2023-2024
805 18 73.00 87.5 81 No significant change. 2022-2023 48.0 55 80.0 Students show growth on this question. 2023-2024
806 18 32.00 70.0 66 Students show growth on this question. 2022-2023 52.0 55 NA No significant change. 2023-2024
807 18 48.00 72.0 72 Students show growth on this question. 2022-2023 54.0 65 NA No significant change. 2023-2024
808 18 69.00 50.0 53 No significant change. 2022-2023 44.4 81 82.0 Students show growth on this question. 2023-2024
809 18 36.00 NA NA No significant change. 2022-2023 72.0 29 34.0 Students are struggling, they need more practice on this question. 2023-2024
810 18 33.00 NA NA No significant change. 2022-2023 39.0 34 25.0 Students are struggling, they need more practice on this question. 2023-2024
811 18 48.00 65.0 81 Students show growth on this question. 2022-2023 48.0 43 NA No significant change. 2023-2024
812 18 74.00 91.0 NA No significant change. 2022-2023 43.0 60 NA No significant change. 2023-2024
813 18 75.00 83.0 90 Students show growth on this question. 2022-2023 39.0 42 42.0 No significant change. 2023-2024
814 18 79.00 73.0 96 Students show growth on this question. 2022-2023 70.0 55 NA No significant change. 2023-2024
815 18 92.00 96.2 100 No significant change. 2022-2023 53.0 68 NA No significant change. 2023-2024
816 18 96.00 100.0 NA No significant change. 2022-2023 69.0 73 NA No significant change. 2023-2024
817 18 42.00 54.0 76 Students show growth on this question. 2022-2023 44.0 61 NA No significant change. 2023-2024
818 18 42.00 78.0 79 Students show growth on this question. 2022-2023 27.0 68 75.0 Students show growth on this question. 2023-2024
819 18 85.00 87.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 19 31.00 59.0 72 Students show growth on this question. 2022-2023 66.0 90 97.0 Students show growth on this question. 2023-2024
601 19 36.00 57.0 84 Students show growth on this question. 2022-2023 67.0 90 100.0 Students show growth on this question. 2023-2024
602 19 30.00 59.0 73 Students show growth on this question. 2022-2023 96.0 93 97.0 No significant change. 2023-2024
603 19 40.00 63.0 84 Students show growth on this question. 2022-2023 76.0 85 97.0 Students show growth on this question. 2023-2024
604 19 22.00 36.0 58 Students show growth on this question. 2022-2023 96.0 89 93.0 No significant change. 2023-2024
605 19 17.00 33.0 50 Students show growth on this question. 2022-2023 57.0 42 75.0 Students show growth on this question. 2023-2024
606 19 13.00 27.0 25 Students are struggling, they need more practice on this question. 2022-2023 52.0 57 54.0 No significant change. 2023-2024
607 19 12.00 20.0 20 Students are struggling, they need more practice on this question. 2022-2023 61.0 60 64.0 No significant change. 2023-2024
608 19 15.00 35.0 25 Students are struggling, they need more practice on this question. 2022-2023 82.0 92 92.0 Students show growth on this question. 2023-2024
609 19 20.00 NA NA No significant change. 2022-2023 50.0 50 32.0 Students are struggling, they need more practice on this question. 2023-2024
610 19 23.00 NA NA No significant change. 2022-2023 50.0 52 15.0 Students are struggling, they need more practice on this question. 2023-2024
611 19 25.00 24.0 33 Students are struggling, they need more practice on this question. 2022-2023 83.0 88 82.1 No significant change. 2023-2024
612 19 23.00 44.0 65 Students show growth on this question. 2022-2023 77.0 92 85.7 No significant change. 2023-2024
613 19 21.00 36.0 64 Students show growth on this question. 2022-2023 85.0 79 90.0 No significant change. 2023-2024
614 19 17.00 48.0 39 Students are struggling, they need more practice on this question. 2022-2023 42.0 86 100.0 Students show growth on this question. 2023-2024
615 19 NA 48.0 NA No significant change. 2022-2023 75.9 79 93.0 Students show growth on this question. 2023-2024
616 19 33.00 65.0 76 Students show growth on this question. 2022-2023 75.0 86 90.0 Students show growth on this question. 2023-2024
617 19 14.00 24.0 35 Students are struggling, they need more practice on this question. 2022-2023 54.0 50 75.9 Students show growth on this question. 2023-2024
618 19 NA 31.0 NA No significant change. 2022-2023 39.1 85 68.0 Students show growth on this question. 2023-2024
619 19 NA 30.0 NA No significant change. 2022-2023 86.7 86 79.0 No significant change. 2023-2024
620 19 NA 10.0 NA No significant change. 2022-2023 85.2 89 96.0 Students show growth on this question. 2023-2024
621 19 17.00 0.0 40 Students show growth on this question. 2022-2023 95.0 90 100.0 No significant change. 2023-2024
700 19 39.00 70.0 96 Students show growth on this question. 2022-2023 45.0 63 64.0 Students show growth on this question. 2023-2024
701 19 40.00 56.0 88 Students show growth on this question. 2022-2023 40.0 64 77.0 Students show growth on this question. 2023-2024
702 19 38.00 48.0 75 Students show growth on this question. 2022-2023 62.0 48 82.0 Students show growth on this question. 2023-2024
703 19 50.00 65.0 63 Students show growth on this question. 2022-2023 42.0 69 65.0 Students show growth on this question. 2023-2024
704 19 41.00 50.0 53 Students show growth on this question. 2022-2023 37.0 50 39.0 Students are struggling, they need more practice on this question. 2023-2024
705 19 28.00 44.0 50 Students show growth on this question. 2022-2023 36.0 42 33.0 Students are struggling, they need more practice on this question. 2023-2024
706 19 25.00 28.0 50 Students show growth on this question. 2022-2023 25.0 33 29.0 Students are struggling, they need more practice on this question. 2023-2024
707 19 44.44 26.0 38 Students are struggling, they need more practice on this question. 2022-2023 23.8 48 37.0 Students are struggling, they need more practice on this question. 2023-2024
708 19 46.00 39.0 57 Students show growth on this question. 2022-2023 29.0 56 59.0 Students show growth on this question. 2023-2024
709 19 14.00 NA NA No significant change. 2022-2023 37.0 19 45.0 No significant change. 2023-2024
710 19 30.00 NA NA No significant change. 2022-2023 29.0 23 38.0 Students are struggling, they need more practice on this question. 2023-2024
711 19 26.67 52.0 55 Students show growth on this question. 2022-2023 22.0 45 51.7 Students show growth on this question. 2023-2024
712 19 56.67 34.0 45 No significant change. 2022-2023 32.0 38 57.7 Students show growth on this question. 2023-2024
713 19 39.29 39.0 66 Students show growth on this question. 2022-2023 29.0 33 41.4 Students show growth on this question. 2023-2024
714 19 39.29 55.0 62 Students show growth on this question. 2022-2023 33.0 61 58.6 Students show growth on this question. 2023-2024
715 19 37.00 56.0 81 Students show growth on this question. 2022-2023 40.0 53 73.0 Students show growth on this question. 2023-2024
716 19 56.00 57.0 86 Students show growth on this question. 2022-2023 37.0 32 35.0 Students are struggling, they need more practice on this question. 2023-2024
717 19 28.57 NA 89 Students show growth on this question. 2022-2023 17.2 35 66.0 Students show growth on this question. 2023-2024
718 19 34.62 32.0 76 Students show growth on this question. 2022-2023 22.0 54 38.0 Students are struggling, they need more practice on this question. 2023-2024
719 19 11.00 38.0 NA No significant change. 2022-2023 31.0 61 68.0 Students show growth on this question. 2023-2024
800 19 86.00 89.0 NA No significant change. 2022-2023 45.0 53 NA No significant change. 2023-2024
801 19 86.00 89.0 NA No significant change. 2022-2023 52.0 67 NA No significant change. 2023-2024
802 19 87.00 93.0 100 Students show growth on this question. 2022-2023 55.0 62 NA No significant change. 2023-2024
803 19 92.00 80.8 92 No significant change. 2022-2023 58.6 58 NA No significant change. 2023-2024
804 19 81.00 92.9 97 Students show growth on this question. 2022-2023 39.3 44 90.0 Students show growth on this question. 2023-2024
805 19 65.00 87.5 86 Students show growth on this question. 2022-2023 26.9 37 92.0 Students show growth on this question. 2023-2024
806 19 56.00 77.0 81 Students show growth on this question. 2022-2023 33.0 46 NA No significant change. 2023-2024
807 19 78.00 80.0 62 No significant change. 2022-2023 26.0 30 NA No significant change. 2023-2024
808 19 65.00 63.6 72 No significant change. 2022-2023 29.6 66 86.0 Students show growth on this question. 2023-2024
809 19 45.00 NA NA No significant change. 2022-2023 43.0 29 34.0 Students are struggling, they need more practice on this question. 2023-2024
810 19 55.00 NA NA No significant change. 2022-2023 39.0 34 17.0 Students are struggling, they need more practice on this question. 2023-2024
811 19 68.00 81.0 93 Students show growth on this question. 2022-2023 19.0 9 NA No significant change. 2023-2024
812 19 65.00 91.0 NA No significant change. 2022-2023 29.0 33 NA No significant change. 2023-2024
813 19 71.00 87.0 90 Students show growth on this question. 2022-2023 21.0 42 42.0 Students show growth on this question. 2023-2024
814 19 79.00 73.0 96 Students show growth on this question. 2022-2023 47.0 28 NA No significant change. 2023-2024
815 19 84.00 80.8 92 No significant change. 2022-2023 42.0 72 NA No significant change. 2023-2024
816 19 96.00 85.0 NA No significant change. 2022-2023 46.0 43 NA No significant change. 2023-2024
817 19 58.00 66.0 90 Students show growth on this question. 2022-2023 39.0 31 NA No significant change. 2023-2024
818 19 73.00 92.0 88 Students show growth on this question. 2022-2023 39.0 68 73.0 Students show growth on this question. 2023-2024
819 19 65.00 78.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 20 55.00 83.0 90 Students show growth on this question. 2022-2023 20.0 42 56.0 Students show growth on this question. 2023-2024
601 20 56.00 79.0 88 Students show growth on this question. 2022-2023 39.0 45 33.0 Students are struggling, they need more practice on this question. 2023-2024
602 20 40.00 93.0 100 Students show growth on this question. 2022-2023 28.0 23 31.0 Students are struggling, they need more practice on this question. 2023-2024
603 20 40.00 83.0 97 Students show growth on this question. 2022-2023 38.0 43 54.0 Students show growth on this question. 2023-2024
604 20 26.00 73.0 58 Students show growth on this question. 2022-2023 40.0 26 37.0 Students are struggling, they need more practice on this question. 2023-2024
605 20 13.00 28.0 50 Students show growth on this question. 2022-2023 29.0 37 45.0 Students show growth on this question. 2023-2024
606 20 21.00 50.0 70 Students show growth on this question. 2022-2023 52.0 44 47.0 No significant change. 2023-2024
607 20 16.00 30.0 54 Students show growth on this question. 2022-2023 44.0 48 60.0 Students show growth on this question. 2023-2024
608 20 31.00 30.0 58 Students show growth on this question. 2022-2023 23.0 44 55.0 Students show growth on this question. 2023-2024
609 20 17.00 NA NA No significant change. 2022-2023 12.0 15 26.0 Students are struggling, they need more practice on this question. 2023-2024
610 20 22.00 NA NA No significant change. 2022-2023 18.0 12 20.0 Students are struggling, they need more practice on this question. 2023-2024
611 20 31.00 52.0 67 Students show growth on this question. 2022-2023 17.0 44 50.0 Students show growth on this question. 2023-2024
612 20 19.00 80.0 65 Students show growth on this question. 2022-2023 15.0 32 42.9 Students show growth on this question. 2023-2024
613 20 25.00 68.0 86 Students show growth on this question. 2022-2023 30.0 29 36.7 Students are struggling, they need more practice on this question. 2023-2024
614 20 17.00 60.0 48 Students show growth on this question. 2022-2023 50.0 46 57.1 No significant change. 2023-2024
615 20 NA 62.0 NA No significant change. 2022-2023 31.0 39 43.0 Students show growth on this question. 2023-2024
616 20 56.00 85.0 84 Students show growth on this question. 2022-2023 28.0 15 33.0 Students are struggling, they need more practice on this question. 2023-2024
617 20 17.00 32.0 48 Students show growth on this question. 2022-2023 35.0 42 31.0 Students are struggling, they need more practice on this question. 2023-2024
618 20 NA 38.0 NA No significant change. 2022-2023 47.8 44 52.0 No significant change. 2023-2024
619 20 NA 44.0 NA No significant change. 2022-2023 40.0 36 59.0 Students show growth on this question. 2023-2024
620 20 NA 45.0 NA No significant change. 2022-2023 25.9 15 32.0 Students are struggling, they need more practice on this question. 2023-2024
621 20 33.00 16.0 0 Students are struggling, they need more practice on this question. 2022-2023 10.0 30 30.0 Students are struggling, they need more practice on this question. 2023-2024
700 20 52.00 22.0 26 Students are struggling, they need more practice on this question. 2022-2023 28.0 23 32.0 Students are struggling, they need more practice on this question. 2023-2024
701 20 36.00 24.0 92 Students show growth on this question. 2022-2023 40.0 54 70.0 Students show growth on this question. 2023-2024
702 20 33.00 38.0 40 No significant change. 2022-2023 39.0 48 33.0 Students are struggling, they need more practice on this question. 2023-2024
703 20 32.00 35.0 63 Students show growth on this question. 2022-2023 27.0 54 75.0 Students show growth on this question. 2023-2024
704 20 45.00 25.0 43 No significant change. 2022-2023 53.0 37 36.0 Students are struggling, they need more practice on this question. 2023-2024
705 20 25.00 30.0 33 Students are struggling, they need more practice on this question. 2022-2023 27.0 31 33.0 Students are struggling, they need more practice on this question. 2023-2024
706 20 36.00 20.0 31 Students are struggling, they need more practice on this question. 2022-2023 21.0 29 29.0 Students are struggling, they need more practice on this question. 2023-2024
707 20 14.81 37.0 55 Students show growth on this question. 2022-2023 38.1 17 25.9 Students are struggling, they need more practice on this question. 2023-2024
708 20 36.00 48.0 31 Students are struggling, they need more practice on this question. 2022-2023 36.0 28 32.0 Students are struggling, they need more practice on this question. 2023-2024
709 20 29.00 NA NA No significant change. 2022-2023 28.0 37 12.0 Students are struggling, they need more practice on this question. 2023-2024
710 20 40.00 NA NA No significant change. 2022-2023 15.0 34 13.0 Students are struggling, they need more practice on this question. 2023-2024
711 20 33.33 26.0 28 Students are struggling, they need more practice on this question. 2022-2023 57.0 33 20.7 Students are struggling, they need more practice on this question. 2023-2024
712 20 23.33 31.0 24 Students are struggling, they need more practice on this question. 2022-2023 36.0 28 46.2 Students show growth on this question. 2023-2024
713 20 35.71 32.0 52 Students show growth on this question. 2022-2023 48.0 30 24.1 Students are struggling, they need more practice on this question. 2023-2024
714 20 50.00 41.0 38 Students are struggling, they need more practice on this question. 2022-2023 44.0 25 24.1 Students are struggling, they need more practice on this question. 2023-2024
715 20 33.00 28.0 50 Students show growth on this question. 2022-2023 43.0 47 27.0 Students are struggling, they need more practice on this question. 2023-2024
716 20 33.00 5.0 27 Students are struggling, they need more practice on this question. 2022-2023 26.0 24 35.0 Students are struggling, they need more practice on this question. 2023-2024
717 20 21.43 NA 74 Students show growth on this question. 2022-2023 31.0 21 52.0 Students show growth on this question. 2023-2024
718 20 38.46 36.0 80 Students show growth on this question. 2022-2023 22.0 54 38.0 Students are struggling, they need more practice on this question. 2023-2024
719 20 44.00 62.0 NA No significant change. 2022-2023 38.0 75 57.0 Students show growth on this question. 2023-2024
800 20 55.00 78.0 NA No significant change. 2022-2023 21.0 30 NA No significant change. 2023-2024
801 20 79.00 89.0 NA No significant change. 2022-2023 31.0 25 NA No significant change. 2023-2024
802 20 73.00 80.0 97 Students show growth on this question. 2022-2023 17.0 45 NA No significant change. 2023-2024
803 20 42.00 61.5 88 Students show growth on this question. 2022-2023 13.8 38 NA No significant change. 2023-2024
804 20 48.00 71.4 90 Students show growth on this question. 2022-2023 28.6 51 69.0 Students show growth on this question. 2023-2024
805 20 52.00 83.3 91 Students show growth on this question. 2022-2023 23.1 51 80.0 Students show growth on this question. 2023-2024
806 20 48.00 70.0 73 Students show growth on this question. 2022-2023 23.0 50 NA No significant change. 2023-2024
807 20 52.00 80.0 62 Students show growth on this question. 2022-2023 15.0 35 NA No significant change. 2023-2024
808 20 47.00 40.9 57 Students show growth on this question. 2022-2023 40.7 51 79.0 Students show growth on this question. 2023-2024
809 20 36.00 NA NA No significant change. 2022-2023 29.0 29 50.0 Students show growth on this question. 2023-2024
810 20 11.00 NA NA No significant change. 2022-2023 23.0 25 17.0 Students are struggling, they need more practice on this question. 2023-2024
811 20 24.00 54.0 75 Students show growth on this question. 2022-2023 12.0 26 NA No significant change. 2023-2024
812 20 43.00 59.0 NA No significant change. 2022-2023 36.0 13 NA No significant change. 2023-2024
813 20 38.00 70.0 95 Students show growth on this question. 2022-2023 39.0 45 50.0 Students show growth on this question. 2023-2024
814 20 54.00 64.0 96 Students show growth on this question. 2022-2023 17.0 41 NA No significant change. 2023-2024
815 20 57.00 84.6 92 Students show growth on this question. 2022-2023 39.0 72 NA No significant change. 2023-2024
816 20 67.00 78.0 NA No significant change. 2022-2023 23.0 17 NA No significant change. 2023-2024
817 20 46.00 66.0 83 Students show growth on this question. 2022-2023 26.0 21 NA No significant change. 2023-2024
818 20 42.00 62.0 71 Students show growth on this question. 2022-2023 50.0 61 65.0 Students show growth on this question. 2023-2024
819 20 85.00 65.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 21 55.00 66.0 83 Students show growth on this question. 2022-2023 33.0 38 35.0 Students are struggling, they need more practice on this question. 2023-2024
601 21 66.00 93.0 100 Students show growth on this question. 2022-2023 35.0 38 54.0 Students show growth on this question. 2023-2024
602 21 33.00 85.0 97 Students show growth on this question. 2022-2023 60.0 37 38.0 Students are struggling, they need more practice on this question. 2023-2024
603 21 60.00 63.0 84 Students show growth on this question. 2022-2023 34.0 47 47.0 Students show growth on this question. 2023-2024
604 21 44.00 64.0 58 Students show growth on this question. 2022-2023 48.0 37 49.0 No significant change. 2023-2024
605 21 13.00 54.0 50 Students show growth on this question. 2022-2023 33.0 48 49.0 Students show growth on this question. 2023-2024
606 21 46.00 41.0 45 No significant change. 2022-2023 35.0 13 43.0 No significant change. 2023-2024
607 21 26.00 55.0 40 Students show growth on this question. 2022-2023 35.0 41 56.0 Students show growth on this question. 2023-2024
608 21 42.00 48.0 79 Students show growth on this question. 2022-2023 36.0 40 50.0 Students show growth on this question. 2023-2024
609 21 15.00 NA NA No significant change. 2022-2023 18.0 20 24.0 Students are struggling, they need more practice on this question. 2023-2024
610 21 20.00 NA NA No significant change. 2022-2023 25.0 20 24.0 Students are struggling, they need more practice on this question. 2023-2024
611 21 35.00 44.0 50 Students show growth on this question. 2022-2023 44.0 44 50.0 No significant change. 2023-2024
612 21 27.00 52.0 74 Students show growth on this question. 2022-2023 31.0 28 53.6 Students show growth on this question. 2023-2024
613 21 21.00 44.0 75 Students show growth on this question. 2022-2023 52.0 42 43.3 No significant change. 2023-2024
614 21 20.00 48.0 44 Students show growth on this question. 2022-2023 46.0 46 53.6 No significant change. 2023-2024
615 21 NA 59.0 NA No significant change. 2022-2023 37.9 18 43.0 No significant change. 2023-2024
616 21 66.00 69.0 76 Students show growth on this question. 2022-2023 21.0 37 40.0 Students show growth on this question. 2023-2024
617 21 47.00 48.0 55 No significant change. 2022-2023 23.0 35 58.6 Students show growth on this question. 2023-2024
618 21 NA 38.0 NA No significant change. 2022-2023 8.7 41 40.0 Students show growth on this question. 2023-2024
619 21 NA 48.0 NA No significant change. 2022-2023 33.3 39 69.0 Students show growth on this question. 2023-2024
620 21 NA 24.0 NA No significant change. 2022-2023 25.9 58 60.0 Students show growth on this question. 2023-2024
621 21 17.00 33.0 20 Students are struggling, they need more practice on this question. 2022-2023 45.0 30 65.0 Students show growth on this question. 2023-2024
700 21 65.00 96.0 100 Students show growth on this question. 2022-2023 83.0 90 93.0 Students show growth on this question. 2023-2024
701 21 80.00 72.0 92 Students show growth on this question. 2022-2023 57.0 68 87.0 Students show growth on this question. 2023-2024
702 21 90.00 71.0 85 No significant change. 2022-2023 81.0 84 89.0 No significant change. 2023-2024
703 21 56.00 82.0 94 Students show growth on this question. 2022-2023 47.0 62 82.0 Students show growth on this question. 2023-2024
704 21 64.00 65.0 76 Students show growth on this question. 2022-2023 67.0 57 82.0 Students show growth on this question. 2023-2024
705 21 45.00 70.0 50 No significant change. 2022-2023 36.0 50 46.0 Students show growth on this question. 2023-2024
706 21 54.00 76.0 54 No significant change. 2022-2023 42.0 50 38.0 Students are struggling, they need more practice on this question. 2023-2024
707 21 29.63 44.0 72 Students show growth on this question. 2022-2023 19.0 57 55.6 Students show growth on this question. 2023-2024
708 21 46.00 39.0 70 Students show growth on this question. 2022-2023 50.0 68 73.0 Students show growth on this question. 2023-2024
709 21 29.00 NA NA No significant change. 2022-2023 46.0 64 89.0 Students show growth on this question. 2023-2024
710 21 40.00 NA NA No significant change. 2022-2023 0.0 34 88.0 Students show growth on this question. 2023-2024
711 21 53.33 89.0 69 Students show growth on this question. 2022-2023 74.0 44 55.2 No significant change. 2023-2024
712 21 53.33 59.0 72 Students show growth on this question. 2022-2023 50.0 62 80.8 Students show growth on this question. 2023-2024
713 21 71.43 75.0 86 Students show growth on this question. 2022-2023 43.0 70 48.3 No significant change. 2023-2024
714 21 53.57 66.0 86 Students show growth on this question. 2022-2023 63.0 75 82.8 Students show growth on this question. 2023-2024
715 21 59.00 80.0 96 Students show growth on this question. 2022-2023 73.0 90 91.0 Students show growth on this question. 2023-2024
716 21 67.00 81.0 100 Students show growth on this question. 2022-2023 74.0 80 83.0 No significant change. 2023-2024
717 21 25.00 NA 81 Students show growth on this question. 2022-2023 31.0 62 72.0 Students show growth on this question. 2023-2024
718 21 53.85 36.0 80 Students show growth on this question. 2022-2023 56.0 43 67.0 Students show growth on this question. 2023-2024
719 21 44.00 77.0 NA No significant change. 2022-2023 55.0 71 68.0 Students show growth on this question. 2023-2024
800 21 52.00 100.0 NA No significant change. 2022-2023 72.0 70 NA No significant change. 2023-2024
801 21 69.00 100.0 NA No significant change. 2022-2023 55.0 75 NA No significant change. 2023-2024
802 21 53.00 93.0 100 Students show growth on this question. 2022-2023 59.0 69 NA No significant change. 2023-2024
803 21 30.00 88.5 88 Students show growth on this question. 2022-2023 44.8 71 NA No significant change. 2023-2024
804 21 70.00 92.9 100 Students show growth on this question. 2022-2023 59.3 59 52.0 No significant change. 2023-2024
805 21 43.00 75.0 67 Students show growth on this question. 2022-2023 34.6 50 32.0 Students are struggling, they need more practice on this question. 2023-2024
806 21 40.00 46.0 66 Students show growth on this question. 2022-2023 57.0 64 NA No significant change. 2023-2024
807 21 39.00 40.0 69 Students show growth on this question. 2022-2023 48.0 52 NA No significant change. 2023-2024
808 21 39.00 45.5 72 Students show growth on this question. 2022-2023 37.0 77 43.0 No significant change. 2023-2024
809 21 27.00 NA NA No significant change. 2022-2023 15.0 29 17.0 Students are struggling, they need more practice on this question. 2023-2024
810 21 11.00 NA NA No significant change. 2022-2023 46.0 17 34.0 Students are struggling, they need more practice on this question. 2023-2024
811 21 24.00 42.0 75 Students show growth on this question. 2022-2023 42.0 52 NA No significant change. 2023-2024
812 21 30.00 46.0 NA No significant change. 2022-2023 33.0 41 NA No significant change. 2023-2024
813 21 54.00 52.0 85 Students show growth on this question. 2022-2023 31.0 35 42.0 Students show growth on this question. 2023-2024
814 21 38.00 32.0 92 Students show growth on this question. 2022-2023 33.0 55 NA No significant change. 2023-2024
815 21 61.00 96.2 96 Students show growth on this question. 2022-2023 39.0 60 NA No significant change. 2023-2024
816 21 52.00 100.0 NA No significant change. 2022-2023 69.0 57 NA No significant change. 2023-2024
817 21 35.00 43.0 69 Students show growth on this question. 2022-2023 30.0 41 NA No significant change. 2023-2024
818 21 19.00 50.0 41 Students show growth on this question. 2022-2023 44.0 61 65.0 Students show growth on this question. 2023-2024
819 21 25.00 30.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 22 0.00 55.0 68 Students show growth on this question. 2022-2023 50.0 73 94.0 Students show growth on this question. 2023-2024
601 22 13.00 54.0 72 Students show growth on this question. 2022-2023 60.0 69 79.0 Students show growth on this question. 2023-2024
602 22 0.00 33.0 59 Students show growth on this question. 2022-2023 60.0 86 73.0 Students show growth on this question. 2023-2024
603 22 0.00 47.0 80 Students show growth on this question. 2022-2023 73.0 89 67.0 No significant change. 2023-2024
604 22 11.00 70.0 58 Students show growth on this question. 2022-2023 64.0 74 60.0 No significant change. 2023-2024
605 22 9.00 46.0 54 Students show growth on this question. 2022-2023 48.0 37 45.0 No significant change. 2023-2024
606 22 8.00 46.0 70 Students show growth on this question. 2022-2023 39.0 48 58.0 Students show growth on this question. 2023-2024
607 22 16.00 55.0 80 Students show growth on this question. 2022-2023 35.0 48 64.0 Students show growth on this question. 2023-2024
608 22 19.00 44.0 46 Students show growth on this question. 2022-2023 46.0 56 71.0 Students show growth on this question. 2023-2024
609 22 13.00 NA NA No significant change. 2022-2023 12.0 21 26.0 Students are struggling, they need more practice on this question. 2023-2024
610 22 10.00 NA NA No significant change. 2022-2023 12.0 18 26.0 Students are struggling, they need more practice on this question. 2023-2024
611 22 0.00 56.0 71 Students show growth on this question. 2022-2023 48.0 75 64.3 Students show growth on this question. 2023-2024
612 22 4.00 40.0 44 Students show growth on this question. 2022-2023 58.0 60 57.1 No significant change. 2023-2024
613 22 4.00 56.0 86 Students show growth on this question. 2022-2023 59.0 71 63.3 No significant change. 2023-2024
614 22 10.00 44.0 65 Students show growth on this question. 2022-2023 67.0 77 71.4 No significant change. 2023-2024
615 22 NA 55.0 NA No significant change. 2022-2023 51.7 71 64.0 Students show growth on this question. 2023-2024
616 22 10.00 58.0 80 Students show growth on this question. 2022-2023 50.0 56 72.0 Students show growth on this question. 2023-2024
617 22 17.00 40.0 45 Students show growth on this question. 2022-2023 35.0 42 41.4 No significant change. 2023-2024
618 22 NA 55.0 NA No significant change. 2022-2023 17.4 44 52.0 Students show growth on this question. 2023-2024
619 22 NA 52.0 NA No significant change. 2022-2023 66.7 64 66.0 No significant change. 2023-2024
620 22 NA 45.0 NA No significant change. 2022-2023 40.7 58 72.0 Students show growth on this question. 2023-2024
621 22 17.00 16.0 40 Students show growth on this question. 2022-2023 70.0 65 85.0 Students show growth on this question. 2023-2024
700 22 26.00 52.0 65 Students show growth on this question. 2022-2023 45.0 47 54.0 No significant change. 2023-2024
701 22 60.00 36.0 88 Students show growth on this question. 2022-2023 43.0 54 84.0 Students show growth on this question. 2023-2024
702 22 30.00 33.0 35 Students are struggling, they need more practice on this question. 2022-2023 35.0 32 26.0 Students are struggling, they need more practice on this question. 2023-2024
703 22 32.00 35.0 50 Students show growth on this question. 2022-2023 39.0 54 61.0 Students show growth on this question. 2023-2024
704 22 36.00 20.0 33 Students are struggling, they need more practice on this question. 2022-2023 20.0 47 36.0 Students are struggling, they need more practice on this question. 2023-2024
705 22 14.00 35.0 25 Students are struggling, they need more practice on this question. 2022-2023 23.0 15 29.0 Students are struggling, they need more practice on this question. 2023-2024
706 22 39.00 40.0 31 Students are struggling, they need more practice on this question. 2022-2023 13.0 25 29.0 Students are struggling, they need more practice on this question. 2023-2024
707 22 22.22 7.0 14 Students are struggling, they need more practice on this question. 2022-2023 23.8 22 29.6 Students are struggling, they need more practice on this question. 2023-2024
708 22 7.00 26.0 17 Students are struggling, they need more practice on this question. 2022-2023 29.0 20 14.0 Students are struggling, they need more practice on this question. 2023-2024
709 22 0.00 NA NA No significant change. 2022-2023 37.0 0 12.0 Students are struggling, they need more practice on this question. 2023-2024
710 22 30.00 NA NA No significant change. 2022-2023 43.0 23 13.0 Students are struggling, they need more practice on this question. 2023-2024
711 22 16.67 37.0 24 Students are struggling, they need more practice on this question. 2022-2023 39.0 22 17.2 Students are struggling, they need more practice on this question. 2023-2024
712 22 13.33 38.0 34 Students are struggling, they need more practice on this question. 2022-2023 29.0 17 23.1 Students are struggling, they need more practice on this question. 2023-2024
713 22 25.00 21.0 62 Students show growth on this question. 2022-2023 19.0 22 20.7 Students are struggling, they need more practice on this question. 2023-2024
714 22 17.86 28.0 52 Students show growth on this question. 2022-2023 26.0 18 37.9 Students are struggling, they need more practice on this question. 2023-2024
715 22 26.00 48.0 58 Students show growth on this question. 2022-2023 37.0 43 46.0 No significant change. 2023-2024
716 22 39.00 48.0 50 Students show growth on this question. 2022-2023 30.0 56 30.0 Students are struggling, they need more practice on this question. 2023-2024
717 22 28.57 NA 41 Students show growth on this question. 2022-2023 41.4 14 24.0 Students are struggling, they need more practice on this question. 2023-2024
718 22 23.08 47.0 72 Students show growth on this question. 2022-2023 19.0 25 54.0 Students show growth on this question. 2023-2024
719 22 22.00 15.0 NA No significant change. 2022-2023 21.0 54 61.0 Students show growth on this question. 2023-2024
800 22 45.00 48.0 NA No significant change. 2022-2023 76.0 90 NA No significant change. 2023-2024
801 22 41.00 54.0 NA No significant change. 2022-2023 76.0 92 NA No significant change. 2023-2024
802 22 23.00 53.0 74 Students show growth on this question. 2022-2023 79.0 86 NA No significant change. 2023-2024
803 22 26.00 38.5 64 Students show growth on this question. 2022-2023 62.1 80 NA No significant change. 2023-2024
804 22 44.00 57.1 65 Students show growth on this question. 2022-2023 60.7 77 62.0 No significant change. 2023-2024
805 22 39.00 79.2 72 Students show growth on this question. 2022-2023 42.3 59 48.0 No significant change. 2023-2024
806 22 36.00 58.0 62 Students show growth on this question. 2022-2023 53.0 73 NA No significant change. 2023-2024
807 22 44.00 48.0 69 Students show growth on this question. 2022-2023 56.0 44 NA No significant change. 2023-2024
808 22 21.00 50.0 34 Students are struggling, they need more practice on this question. 2022-2023 56.6 74 57.0 No significant change. 2023-2024
809 22 27.00 NA NA No significant change. 2022-2023 29.0 58 34.0 Students are struggling, they need more practice on this question. 2023-2024
810 22 44.00 NA NA No significant change. 2022-2023 23.0 59 34.0 Students are struggling, they need more practice on this question. 2023-2024
811 22 32.00 54.0 88 Students show growth on this question. 2022-2023 46.0 74 NA No significant change. 2023-2024
812 22 35.00 46.0 NA No significant change. 2022-2023 54.0 53 NA No significant change. 2023-2024
813 22 54.00 39.0 70 Students show growth on this question. 2022-2023 32.0 42 50.0 Students show growth on this question. 2023-2024
814 22 42.00 36.0 92 Students show growth on this question. 2022-2023 70.0 59 NA No significant change. 2023-2024
815 22 38.00 53.8 75 Students show growth on this question. 2022-2023 53.0 84 NA No significant change. 2023-2024
816 22 37.00 37.0 NA No significant change. 2022-2023 73.0 90 NA No significant change. 2023-2024
817 22 27.00 50.0 62 Students show growth on this question. 2022-2023 52.0 69 NA No significant change. 2023-2024
818 22 23.00 46.0 54 Students show growth on this question. 2022-2023 39.0 65 65.0 Students show growth on this question. 2023-2024
819 22 35.00 39.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 23 24.00 21.0 65 Students show growth on this question. 2022-2023 23.0 18 52.0 Students show growth on this question. 2023-2024
601 23 13.00 43.0 40 Students show growth on this question. 2022-2023 10.0 35 75.0 Students show growth on this question. 2023-2024
602 23 3.00 30.0 66 Students show growth on this question. 2022-2023 28.0 26 28.0 Students are struggling, they need more practice on this question. 2023-2024
603 23 33.00 43.0 80 Students show growth on this question. 2022-2023 11.0 20 57.0 Students show growth on this question. 2023-2024
604 23 15.00 32.0 27 Students are struggling, they need more practice on this question. 2022-2023 20.0 19 30.0 Students are struggling, they need more practice on this question. 2023-2024
605 23 4.00 17.0 35 Students are struggling, they need more practice on this question. 2022-2023 38.0 53 34.0 Students are struggling, they need more practice on this question. 2023-2024
606 23 25.00 23.0 40 Students show growth on this question. 2022-2023 9.0 44 35.0 Students are struggling, they need more practice on this question. 2023-2024
607 23 24.00 40.0 27 Students are struggling, they need more practice on this question. 2022-2023 35.0 15 52.0 Students show growth on this question. 2023-2024
608 23 13.00 26.0 13 Students are struggling, they need more practice on this question. 2022-2023 18.0 32 50.0 Students show growth on this question. 2023-2024
609 23 20.00 NA NA No significant change. 2022-2023 21.0 20 30.0 Students are struggling, they need more practice on this question. 2023-2024
610 23 30.00 NA NA No significant change. 2022-2023 31.0 22 18.0 Students are struggling, they need more practice on this question. 2023-2024
611 23 19.00 20.0 29 Students are struggling, they need more practice on this question. 2022-2023 22.0 13 21.4 Students are struggling, they need more practice on this question. 2023-2024
612 23 8.00 32.0 30 Students are struggling, they need more practice on this question. 2022-2023 31.0 20 25.0 Students are struggling, they need more practice on this question. 2023-2024
613 23 0.00 16.0 61 Students show growth on this question. 2022-2023 19.0 21 26.7 Students are struggling, they need more practice on this question. 2023-2024
614 23 23.00 24.0 17 Students are struggling, they need more practice on this question. 2022-2023 17.0 27 53.6 Students show growth on this question. 2023-2024
615 23 NA 41.0 NA No significant change. 2022-2023 20.7 29 25.0 Students are struggling, they need more practice on this question. 2023-2024
616 23 16.00 27.0 52 Students show growth on this question. 2022-2023 28.0 23 36.0 Students are struggling, they need more practice on this question. 2023-2024
617 23 21.00 8.0 31 Students are struggling, they need more practice on this question. 2022-2023 39.0 19 37.9 Students are struggling, they need more practice on this question. 2023-2024
618 23 NA 28.0 NA No significant change. 2022-2023 26.1 30 16.0 Students are struggling, they need more practice on this question. 2023-2024
619 23 NA 37.0 NA No significant change. 2022-2023 26.7 18 45.0 Students show growth on this question. 2023-2024
620 23 NA 14.0 NA No significant change. 2022-2023 33.3 23 32.0 Students are struggling, they need more practice on this question. 2023-2024
621 23 33.00 16.0 20 Students are struggling, they need more practice on this question. 2022-2023 15.0 20 15.0 Students are struggling, they need more practice on this question. 2023-2024
700 23 59.00 48.0 57 No significant change. 2022-2023 76.0 60 64.0 No significant change. 2023-2024
701 23 24.00 24.0 92 Students show growth on this question. 2022-2023 33.0 36 70.0 Students show growth on this question. 2023-2024
702 23 60.00 52.0 55 No significant change. 2022-2023 46.0 48 44.0 No significant change. 2023-2024
703 23 32.00 18.0 13 Students are struggling, they need more practice on this question. 2022-2023 31.0 69 65.0 Students show growth on this question. 2023-2024
704 23 41.00 15.0 10 Students are struggling, they need more practice on this question. 2022-2023 27.0 10 18.0 Students are struggling, they need more practice on this question. 2023-2024
705 23 21.00 35.0 17 Students are struggling, they need more practice on this question. 2022-2023 18.0 31 25.0 Students are struggling, they need more practice on this question. 2023-2024
706 23 18.00 8.0 19 Students are struggling, they need more practice on this question. 2022-2023 29.0 21 24.0 Students are struggling, they need more practice on this question. 2023-2024
707 23 33.33 30.0 31 Students are struggling, they need more practice on this question. 2022-2023 57.1 26 22.2 Students are struggling, they need more practice on this question. 2023-2024
708 23 21.00 26.0 44 Students show growth on this question. 2022-2023 32.0 20 5.0 Students are struggling, they need more practice on this question. 2023-2024
709 23 14.00 NA NA No significant change. 2022-2023 37.0 19 34.0 Students are struggling, they need more practice on this question. 2023-2024
710 23 50.00 NA NA No significant change. 2022-2023 43.0 12 0.0 Students are struggling, they need more practice on this question. 2023-2024
711 23 36.67 26.0 38 Students are struggling, they need more practice on this question. 2022-2023 17.0 19 24.1 Students are struggling, they need more practice on this question. 2023-2024
712 23 30.00 17.0 14 Students are struggling, they need more practice on this question. 2022-2023 54.0 24 42.3 No significant change. 2023-2024
713 23 32.14 29.0 66 Students show growth on this question. 2022-2023 24.0 15 20.7 Students are struggling, they need more practice on this question. 2023-2024
714 23 35.71 24.0 38 Students are struggling, they need more practice on this question. 2022-2023 40.0 57 37.9 Students are struggling, they need more practice on this question. 2023-2024
715 23 37.00 40.0 42 No significant change. 2022-2023 63.0 57 82.0 Students show growth on this question. 2023-2024
716 23 33.00 29.0 45 Students show growth on this question. 2022-2023 52.0 24 39.0 Students are struggling, they need more practice on this question. 2023-2024
717 23 14.29 NA 63 Students show growth on this question. 2022-2023 20.7 7 21.0 Students are struggling, they need more practice on this question. 2023-2024
718 23 30.77 32.0 72 Students show growth on this question. 2022-2023 41.0 29 67.0 Students show growth on this question. 2023-2024
719 23 22.00 12.0 NA No significant change. 2022-2023 24.0 68 68.0 Students show growth on this question. 2023-2024
800 23 45.00 63.0 NA No significant change. 2022-2023 62.0 80 NA No significant change. 2023-2024
801 23 45.00 57.0 NA No significant change. 2022-2023 48.0 67 NA No significant change. 2023-2024
802 23 83.00 43.0 93 Students show growth on this question. 2022-2023 76.0 79 NA No significant change. 2023-2024
803 23 38.00 57.7 88 Students show growth on this question. 2022-2023 51.7 64 NA No significant change. 2023-2024
804 23 51.00 57.1 82 Students show growth on this question. 2022-2023 57.1 81 80.0 Students show growth on this question. 2023-2024
805 23 34.00 79.2 81 Students show growth on this question. 2022-2023 23.1 51 72.0 Students show growth on this question. 2023-2024
806 23 32.00 70.0 73 Students show growth on this question. 2022-2023 50.0 68 NA No significant change. 2023-2024
807 23 13.00 60.0 62 Students show growth on this question. 2022-2023 41.0 52 NA No significant change. 2023-2024
808 23 34.00 59.1 67 Students show growth on this question. 2022-2023 33.3 63 61.0 Students show growth on this question. 2023-2024
809 23 36.00 NA NA No significant change. 2022-2023 29.0 72 50.0 Students show growth on this question. 2023-2024
810 23 0.00 NA NA No significant change. 2022-2023 31.0 34 25.0 Students are struggling, they need more practice on this question. 2023-2024
811 23 36.00 62.0 81 Students show growth on this question. 2022-2023 39.0 57 NA No significant change. 2023-2024
812 23 39.00 91.0 NA No significant change. 2022-2023 57.0 53 NA No significant change. 2023-2024
813 23 42.00 83.0 95 Students show growth on this question. 2022-2023 21.0 42 50.0 Students show growth on this question. 2023-2024
814 23 54.00 82.0 96 Students show growth on this question. 2022-2023 77.0 48 NA No significant change. 2023-2024
815 23 42.00 61.5 80 Students show growth on this question. 2022-2023 35.0 72 NA No significant change. 2023-2024
816 23 56.00 82.0 NA No significant change. 2022-2023 73.0 70 NA No significant change. 2023-2024
817 23 31.00 73.0 80 Students show growth on this question. 2022-2023 61.0 72 NA No significant change. 2023-2024
818 23 23.00 73.0 68 Students show growth on this question. 2022-2023 50.0 38 43.0 No significant change. 2023-2024
819 23 20.00 91.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 24 51.00 79.0 86 Students show growth on this question. 2022-2023 20.0 21 63.0 Students show growth on this question. 2023-2024
601 24 66.00 75.0 88 Students show growth on this question. 2022-2023 21.0 25 61.0 Students show growth on this question. 2023-2024
602 24 13.00 56.0 76 Students show growth on this question. 2022-2023 8.0 34 59.0 Students show growth on this question. 2023-2024
603 24 36.00 73.0 94 Students show growth on this question. 2022-2023 46.0 54 70.0 Students show growth on this question. 2023-2024
604 24 37.00 64.0 58 Students show growth on this question. 2022-2023 28.0 30 41.0 Students show growth on this question. 2023-2024
605 24 17.00 42.0 46 Students show growth on this question. 2022-2023 5.0 42 47.0 Students show growth on this question. 2023-2024
606 24 33.00 46.0 55 Students show growth on this question. 2022-2023 26.0 26 39.0 Students are struggling, they need more practice on this question. 2023-2024
607 24 36.00 55.0 46 Students show growth on this question. 2022-2023 17.0 19 44.0 Students show growth on this question. 2023-2024
608 24 42.00 48.0 33 Students are struggling, they need more practice on this question. 2022-2023 18.0 16 46.0 Students show growth on this question. 2023-2024
609 24 25.00 NA NA No significant change. 2022-2023 18.0 43 34.0 Students are struggling, they need more practice on this question. 2023-2024
610 24 33.00 NA NA No significant change. 2022-2023 25.0 32 30.0 Students are struggling, they need more practice on this question. 2023-2024
611 24 31.00 52.0 50 Students show growth on this question. 2022-2023 13.0 44 28.6 Students are struggling, they need more practice on this question. 2023-2024
612 24 8.00 60.0 78 Students show growth on this question. 2022-2023 19.0 44 35.7 Students are struggling, they need more practice on this question. 2023-2024
613 24 8.00 68.0 71 Students show growth on this question. 2022-2023 19.0 33 30.0 Students are struggling, they need more practice on this question. 2023-2024
614 24 23.00 48.0 48 Students show growth on this question. 2022-2023 50.0 27 39.3 Students are struggling, they need more practice on this question. 2023-2024
615 24 NA 62.0 NA No significant change. 2022-2023 10.3 36 50.0 Students show growth on this question. 2023-2024
616 24 46.00 85.0 84 Students show growth on this question. 2022-2023 35.0 15 50.0 Students show growth on this question. 2023-2024
617 24 28.00 16.0 52 Students show growth on this question. 2022-2023 12.0 15 37.9 Students are struggling, they need more practice on this question. 2023-2024
618 24 NA 28.0 NA No significant change. 2022-2023 26.1 26 32.0 Students are struggling, they need more practice on this question. 2023-2024
619 24 NA 48.0 NA No significant change. 2022-2023 23.3 25 55.0 Students show growth on this question. 2023-2024
620 24 NA 45.0 NA No significant change. 2022-2023 25.9 23 40.0 Students show growth on this question. 2023-2024
621 24 33.00 33.0 0 Students are struggling, they need more practice on this question. 2022-2023 30.0 30 60.0 Students show growth on this question. 2023-2024
700 24 41.00 87.0 78 Students show growth on this question. 2022-2023 55.0 73 86.0 Students show growth on this question. 2023-2024
701 24 64.00 64.0 88 Students show growth on this question. 2022-2023 50.0 79 84.0 Students show growth on this question. 2023-2024
702 24 35.00 76.0 75 Students show growth on this question. 2022-2023 50.0 72 82.0 Students show growth on this question. 2023-2024
703 24 44.00 59.0 69 Students show growth on this question. 2022-2023 39.0 73 79.0 Students show growth on this question. 2023-2024
704 24 14.00 35.0 43 Students show growth on this question. 2022-2023 23.0 33 39.0 Students are struggling, they need more practice on this question. 2023-2024
705 24 21.00 39.0 63 Students show growth on this question. 2022-2023 5.0 27 38.0 Students are struggling, they need more practice on this question. 2023-2024
706 24 29.00 52.0 39 Students are struggling, they need more practice on this question. 2022-2023 25.0 25 53.0 Students show growth on this question. 2023-2024
707 24 11.11 44.0 55 Students show growth on this question. 2022-2023 14.3 22 29.6 Students are struggling, they need more practice on this question. 2023-2024
708 24 25.00 52.0 35 Students are struggling, they need more practice on this question. 2022-2023 36.0 40 50.0 Students show growth on this question. 2023-2024
709 24 0.00 NA NA No significant change. 2022-2023 18.0 0 67.0 Students show growth on this question. 2023-2024
710 24 0.00 NA NA No significant change. 2022-2023 15.0 0 100.0 Students show growth on this question. 2023-2024
711 24 33.33 56.0 55 Students show growth on this question. 2022-2023 13.0 33 44.8 Students show growth on this question. 2023-2024
712 24 33.33 55.0 59 Students show growth on this question. 2022-2023 29.0 48 57.7 Students show growth on this question. 2023-2024
713 24 35.71 68.0 79 Students show growth on this question. 2022-2023 24.0 52 48.3 Students show growth on this question. 2023-2024
714 24 50.00 62.0 69 Students show growth on this question. 2022-2023 26.0 43 65.5 Students show growth on this question. 2023-2024
715 24 48.00 72.0 89 Students show growth on this question. 2022-2023 30.0 50 73.0 Students show growth on this question. 2023-2024
716 24 39.00 67.0 77 Students show growth on this question. 2022-2023 41.0 52 74.0 Students show growth on this question. 2023-2024
717 24 28.57 NA 85 Students show growth on this question. 2022-2023 24.1 14 52.0 Students show growth on this question. 2023-2024
718 24 34.62 36.0 84 Students show growth on this question. 2022-2023 11.0 39 50.0 Students show growth on this question. 2023-2024
719 24 44.00 46.0 NA No significant change. 2022-2023 35.0 71 61.0 Students show growth on this question. 2023-2024
800 24 72.00 78.0 NA No significant change. 2022-2023 7.0 17 NA No significant change. 2023-2024
801 24 76.00 82.0 NA No significant change. 2022-2023 14.0 4 NA No significant change. 2023-2024
802 24 83.00 70.0 90 No significant change. 2022-2023 7.0 38 NA No significant change. 2023-2024
803 24 42.00 73.1 84 Students show growth on this question. 2022-2023 13.8 38 NA No significant change. 2023-2024
804 24 55.00 78.6 79 Students show growth on this question. 2022-2023 32.1 37 86.0 Students show growth on this question. 2023-2024
805 24 30.00 70.8 86 Students show growth on this question. 2022-2023 26.9 44 60.0 Students show growth on this question. 2023-2024
806 24 24.00 46.0 62 Students show growth on this question. 2022-2023 31.0 36 NA No significant change. 2023-2024
807 24 44.00 56.0 79 Students show growth on this question. 2022-2023 26.0 26 NA No significant change. 2023-2024
808 24 30.00 59.1 57 Students show growth on this question. 2022-2023 18.5 70 75.0 Students show growth on this question. 2023-2024
809 24 45.00 NA NA No significant change. 2022-2023 29.0 15 17.0 Students are struggling, they need more practice on this question. 2023-2024
810 24 33.00 NA NA No significant change. 2022-2023 23.0 17 0.0 Students are struggling, they need more practice on this question. 2023-2024
811 24 32.00 54.0 88 Students show growth on this question. 2022-2023 21.0 22 NA No significant change. 2023-2024
812 24 35.00 68.0 NA No significant change. 2022-2023 18.0 23 NA No significant change. 2023-2024
813 24 38.00 70.0 70 Students show growth on this question. 2022-2023 36.0 21 57.0 Students show growth on this question. 2023-2024
814 24 33.00 64.0 92 Students show growth on this question. 2022-2023 27.0 41 NA No significant change. 2023-2024
815 24 84.00 84.6 92 No significant change. 2022-2023 39.0 72 NA No significant change. 2023-2024
816 24 59.00 63.0 NA No significant change. 2022-2023 12.0 3 NA No significant change. 2023-2024
817 24 39.00 66.0 62 Students show growth on this question. 2022-2023 26.0 28 NA No significant change. 2023-2024
818 24 27.00 62.0 58 Students show growth on this question. 2022-2023 47.0 57 62.0 Students show growth on this question. 2023-2024
819 24 40.00 70.0 NA No significant change. 2022-2023 NA NA NA NA NA
600 25 13.00 90.0 61 Students show growth on this question. 2022-2023 73.0 94 97.0 Students show growth on this question. 2023-2024
601 25 26.00 86.0 44 Students show growth on this question. 2022-2023 64.0 83 100.0 Students show growth on this question. 2023-2024
602 25 0.00 96.0 59 Students show growth on this question. 2022-2023 84.0 97 100.0 Students show growth on this question. 2023-2024
603 25 6.00 87.0 54 Students show growth on this question. 2022-2023 84.0 97 94.0 Students show growth on this question. 2023-2024
604 25 7.00 70.0 97 Students show growth on this question. 2022-2023 76.0 82 86.0 Students show growth on this question. 2023-2024
605 25 9.00 84.0 80 Students show growth on this question. 2022-2023 29.0 53 86.0 Students show growth on this question. 2023-2024
606 25 8.00 55.0 90 Students show growth on this question. 2022-2023 65.0 48 54.0 No significant change. 2023-2024
607 25 4.00 75.0 93 Students show growth on this question. 2022-2023 65.0 82 88.0 Students show growth on this question. 2023-2024
608 25 8.00 79.0 92 Students show growth on this question. 2022-2023 91.0 76 88.0 No significant change. 2023-2024
609 25 0.00 NA NA No significant change. 2022-2023 43.0 40 25.0 Students are struggling, they need more practice on this question. 2023-2024
610 25 0.00 NA NA No significant change. 2022-2023 54.0 44 20.0 Students are struggling, they need more practice on this question. 2023-2024
611 25 0.00 88.0 87 Students show growth on this question. 2022-2023 74.0 88 92.9 Students show growth on this question. 2023-2024
612 25 8.00 92.0 82 Students show growth on this question. 2022-2023 62.0 72 75.0 Students show growth on this question. 2023-2024
613 25 8.00 94.0 64 Students show growth on this question. 2022-2023 82.0 75 80.0 No significant change. 2023-2024
614 25 10.00 96.0 96 Students show growth on this question. 2022-2023 67.0 82 82.1 Students show growth on this question. 2023-2024
615 25 NA 73.0 NA No significant change. 2022-2023 79.3 86 82.0 No significant change. 2023-2024
616 25 10.00 92.0 64 Students show growth on this question. 2022-2023 67.0 86 90.0 Students show growth on this question. 2023-2024
617 25 10.00 96.0 78 Students show growth on this question. 2022-2023 46.0 50 75.9 Students show growth on this question. 2023-2024
618 25 NA 83.0 NA No significant change. 2022-2023 73.9 89 88.0 Students show growth on this question. 2023-2024
619 25 NA 78.0 NA No significant change. 2022-2023 70.0 79 83.0 Students show growth on this question. 2023-2024
620 25 NA 80.0 NA No significant change. 2022-2023 70.4 77 80.0 No significant change. 2023-2024
621 25 33.00 100.0 40 No significant change. 2022-2023 85.0 75 85.0 No significant change. 2023-2024
700 25 73.00 91.0 96 Students show growth on this question. 2022-2023 93.0 87 100.0 No significant change. 2023-2024
701 25 68.00 64.0 96 Students show growth on this question. 2022-2023 63.0 75 90.0 Students show growth on this question. 2023-2024
702 25 75.00 86.0 95 Students show growth on this question. 2022-2023 85.0 92 93.0 No significant change. 2023-2024
703 25 69.00 77.0 94 Students show growth on this question. 2022-2023 77.0 73 82.0 No significant change. 2023-2024
704 25 50.00 50.0 86 Students show growth on this question. 2022-2023 70.0 70 75.0 No significant change. 2023-2024
705 25 38.00 57.0 67 Students show growth on this question. 2022-2023 32.0 39 63.0 Students show growth on this question. 2023-2024
706 25 39.00 56.0 42 No significant change. 2022-2023 21.0 42 33.0 Students are struggling, they need more practice on this question. 2023-2024
707 25 37.04 22.0 62 Students show growth on this question. 2022-2023 42.9 48 59.3 Students show growth on this question. 2023-2024
708 25 25.00 44.0 52 Students show growth on this question. 2022-2023 61.0 60 46.0 No significant change. 2023-2024
709 25 29.00 NA NA No significant change. 2022-2023 9.0 19 34.0 Students are struggling, they need more practice on this question. 2023-2024
710 25 10.00 NA NA No significant change. 2022-2023 15.0 12 25.0 Students are struggling, they need more practice on this question. 2023-2024
711 25 43.33 41.0 79 Students show growth on this question. 2022-2023 70.0 56 48.3 No significant change. 2023-2024
712 25 63.33 45.0 66 No significant change. 2022-2023 43.0 76 80.8 Students show growth on this question. 2023-2024
713 25 57.14 64.0 93 Students show growth on this question. 2022-2023 43.0 52 48.3 No significant change. 2023-2024
714 25 60.71 69.0 72 Students show growth on this question. 2022-2023 48.0 71 75.9 Students show growth on this question. 2023-2024
715 25 76.00 84.0 92 Students show growth on this question. 2022-2023 80.0 90 82.0 No significant change. 2023-2024
716 25 78.00 86.0 100 Students show growth on this question. 2022-2023 70.0 76 91.0 Students show growth on this question. 2023-2024
717 25 32.14 NA 81 Students show growth on this question. 2022-2023 34.5 48 52.0 Students show growth on this question. 2023-2024
718 25 53.85 47.0 76 Students show growth on this question. 2022-2023 22.0 22 50.0 Students show growth on this question. 2023-2024
719 25 33.00 65.0 NA No significant change. 2022-2023 41.0 86 75.0 Students show growth on this question. 2023-2024
800 25 62.00 78.0 NA No significant change. 2022-2023 48.0 60 NA No significant change. 2023-2024
801 25 72.00 75.0 NA No significant change. 2022-2023 62.0 42 NA No significant change. 2023-2024
802 25 73.00 70.0 93 Students show growth on this question. 2022-2023 45.0 76 NA No significant change. 2023-2024
803 25 57.00 73.1 68 Students show growth on this question. 2022-2023 55.2 35 NA No significant change. 2023-2024
804 25 55.00 67.9 79 Students show growth on this question. 2022-2023 28.6 37 55.0 Students show growth on this question. 2023-2024
805 25 39.00 62.5 76 Students show growth on this question. 2022-2023 NA 44 44.0 No significant change. 2023-2024
806 25 8.00 27.0 50 Students show growth on this question. 2022-2023 52.0 46 NA No significant change. 2023-2024
807 25 39.00 32.0 72 Students show growth on this question. 2022-2023 48.0 48 NA No significant change. 2023-2024
808 25 21.00 36.4 67 Students show growth on this question. 2022-2023 NA 77 61.0 No significant change. 2023-2024
809 25 18.00 NA NA No significant change. 2022-2023 86.0 43 34.0 Students are struggling, they need more practice on this question. 2023-2024
810 25 22.00 NA NA No significant change. 2022-2023 31.0 34 34.0 Students are struggling, they need more practice on this question. 2023-2024
811 25 36.00 31.0 63 Students show growth on this question. 2022-2023 41.0 39 NA No significant change. 2023-2024
812 25 39.00 41.0 NA No significant change. 2022-2023 39.0 40 NA No significant change. 2023-2024
813 25 63.00 65.0 70 No significant change. 2022-2023 36.0 45 50.0 Students show growth on this question. 2023-2024
814 25 33.00 45.0 92 Students show growth on this question. 2022-2023 50.0 45 NA No significant change. 2023-2024
815 25 73.00 76.9 88 Students show growth on this question. 2022-2023 39.0 68 NA No significant change. 2023-2024
816 25 59.00 82.0 NA No significant change. 2022-2023 39.0 57 NA No significant change. 2023-2024
817 25 23.00 31.0 66 Students show growth on this question. 2022-2023 39.0 48 NA No significant change. 2023-2024
818 25 31.00 50.0 70 Students show growth on this question. 2022-2023 50.0 79 87.0 Students show growth on this question. 2023-2024
819 25 60.00 61.0 NA No significant change. 2022-2023 NA NA NA NA NA