{ "cells": [ { "cell_type": "code", "execution_count": 145, "id": "242dd814", "metadata": { "trusted": true }, "outputs": [ { "data": { "text/html": [ "
| \n", " | 2022-01 | \n", "2022-02 | \n", "2022-03 | \n", "2022-04 | \n", "2022-05 | \n", "2022-06 | \n", "2022-07 | \n", "2022-08 | \n", "2022-09 | \n", "2022-10 | \n", "2022-11 | \n", "2022-12 | \n", "2023-01 | \n", "2023-02 | \n", "2023-03 | \n", "2023-04 | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Organization | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
| Aquent | \n", "58 | \n", "38 | \n", "50 | \n", "50 | \n", "39 | \n", "36 | \n", "46 | \n", "46 | \n", "43.0 | \n", "27.0 | \n", "24.0 | \n", "26 | \n", "22 | \n", "8.0 | \n", "10.0 | \n", "2.0 | \n", "
| BioLife Solutions, Inc. | \n", "11 | \n", "7 | \n", "4 | \n", "11 | \n", "4 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| ZyXel Communications Inc | \n", "1 | \n", "1 | \n", "2 | \n", "1 | \n", "2 | \n", "4 | \n", "2 | \n", "2 | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1.0 | \n", "1.0 | \n", "NaN | \n", "
| BrightLine Eating Solutions LLC | \n", "10,362 | \n", "7,890 | \n", "7,272 | \n", "8,177 | \n", "8,468 | \n", "7,524 | \n", "8,509 | \n", "5,638 | \n", "581.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| Casio America Inc | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| Riviera Partners LLC | \n", "81 | \n", "19 | \n", "51 | \n", "26 | \n", "26 | \n", "32 | \n", "79 | \n", "68 | \n", "35.0 | \n", "23.0 | \n", "33.0 | \n", "25 | \n", "75 | \n", "71.0 | \n", "29.0 | \n", "4.0 | \n", "
| Viveve | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "4 | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "19 | \n", "3 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| connectRN Inc. | \n", "386 | \n", "378 | \n", "396 | \n", "732 | \n", "947 | \n", "762 | \n", "1,203 | \n", "889 | \n", "438.0 | \n", "178.0 | \n", "115.0 | \n", "214 | \n", "92 | \n", "165.0 | \n", "NaN | \n", "NaN | \n", "
| Hammer Nutrition | \n", "NaN | \n", "1 | \n", "1 | \n", "2 | \n", "7 | \n", "5 | \n", "4 | \n", "5 | \n", "6.0 | \n", "6.0 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| National Campus and Community Radio Association | \n", "63 | \n", "15 | \n", "10 | \n", "4 | \n", "8 | \n", "2 | \n", "3 | \n", "NaN | \n", "4.0 | \n", "4.0 | \n", "6.0 | \n", "5 | \n", "5 | \n", "2.0 | \n", "NaN | \n", "NaN | \n", "
| Portnoy, Messinger, Pearl & Associates, Inc. | \n", "28 | \n", "27 | \n", "79 | \n", "17 | \n", "1 | \n", "3 | \n", "8 | \n", "NaN | \n", "1.0 | \n", "NaN | \n", "1.0 | \n", "1 | \n", "2 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| Safari Energy | \n", "2 | \n", "37 | \n", "19 | \n", "2 | \n", "1 | \n", "38 | \n", "24 | \n", "6 | \n", "21.0 | \n", "35.0 | \n", "10.0 | \n", "7 | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| Starwood Pet Travel | \n", "NaN | \n", "1 | \n", "4 | \n", "22 | \n", "2 | \n", "1 | \n", "7 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "2 | \n", "NaN | \n", "2.0 | \n", "NaN | \n", "NaN | \n", "
| Trax Technology Solutions Pte Ltd | \n", "381 | \n", "677 | \n", "583 | \n", "671 | \n", "515 | \n", "380 | \n", "181 | \n", "449 | \n", "12.0 | \n", "NaN | \n", "1.0 | \n", "1 | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| Uber London Limited (POOL) | \n", "721 | \n", "775 | \n", "825 | \n", "606 | \n", "578 | \n", "501 | \n", "497 | \n", "543 | \n", "628.0 | \n", "505.0 | \n", "650.0 | \n", "1,270 | \n", "1,957 | \n", "190.0 | \n", "NaN | \n", "NaN | \n", "
| Artsy | \n", "NaN | \n", "5 | \n", "5 | \n", "20 | \n", "8 | \n", "7 | \n", "4 | \n", "3 | \n", "4.0 | \n", "NaN | \n", "10.0 | \n", "9 | \n", "NaN | \n", "1.0 | \n", "NaN | \n", "NaN | \n", "
| BambooHR | \n", "2,766 | \n", "2,895 | \n", "2,633 | \n", "2,378 | \n", "2,263 | \n", "2,143 | \n", "2,060 | \n", "587 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| BrightMove | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| Cherokee Enterprises, Inc. | \n", "NaN | \n", "1 | \n", "2 | \n", "2 | \n", "NaN | \n", "1 | \n", "2 | \n", "NaN | \n", "2.0 | \n", "1.0 | \n", "2.0 | \n", "NaN | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
| Epiphany Healthcare | \n", "9 | \n", "18 | \n", "33 | \n", "8 | \n", "8 | \n", "5 | \n", "13 | \n", "28 | \n", "14.0 | \n", "15.0 | \n", "6.0 | \n", "13 | \n", "6 | \n", "2.0 | \n", "NaN | \n", "NaN | \n", "
| \n", " | 2022-01 | \n", "2022-02 | \n", "2022-03 | \n", "2022-04 | \n", "2022-05 | \n", "2022-06 | \n", "2022-07 | \n", "2022-08 | \n", "2022-09 | \n", "2022-10 | \n", "2022-11 | \n", "2022-12 | \n", "2023-01 | \n", "2023-02 | \n", "2023-03 | \n", "2023-04 | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Organization | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
| Aquent | \n", "58 | \n", "38 | \n", "50 | \n", "50 | \n", "39 | \n", "36 | \n", "46 | \n", "46 | \n", "43.0 | \n", "27.0 | \n", "24.0 | \n", "26 | \n", "22 | \n", "8.0 | \n", "10.0 | \n", "2.0 | \n", "
| BioLife Solutions, Inc. | \n", "11 | \n", "7 | \n", "4 | \n", "11 | \n", "4 | \n", "0 | \n", "0 | \n", "0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0 | \n", "0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "
| ZyXel Communications Inc | \n", "1 | \n", "1 | \n", "2 | \n", "1 | \n", "2 | \n", "4 | \n", "2 | \n", "2 | \n", "1.0 | \n", "0.0 | \n", "0.0 | \n", "0 | \n", "0 | \n", "1.0 | \n", "1.0 | \n", "0.0 | \n", "
| BrightLine Eating Solutions LLC | \n", "10362 | \n", "7890 | \n", "7272 | \n", "8177 | \n", "8468 | \n", "7524 | \n", "8509 | \n", "5638 | \n", "581.0 | \n", "0.0 | \n", "0.0 | \n", "0 | \n", "0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "
| Casio America Inc | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "0 | \n", "0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "
| \n", " | 2022-01 | \n", "2022-02 | \n", "2022-03 | \n", "2022-04 | \n", "2022-05 | \n", "2022-06 | \n", "2022-07 | \n", "2022-08 | \n", "2022-09 | \n", "2022-10 | \n", "2022-11 | \n", "2022-12 | \n", "2023-01 | \n", "2023-02 | \n", "2023-03 | \n", "2023-04 | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Organization | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
| Aquent | \n", "58 | \n", "38 | \n", "50 | \n", "50 | \n", "39 | \n", "36 | \n", "46 | \n", "46 | \n", "43 | \n", "27 | \n", "24 | \n", "26 | \n", "22 | \n", "8 | \n", "10 | \n", "2 | \n", "
| BioLife Solutions, Inc. | \n", "11 | \n", "7 | \n", "4 | \n", "11 | \n", "4 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
| ZyXel Communications Inc | \n", "1 | \n", "1 | \n", "2 | \n", "1 | \n", "2 | \n", "4 | \n", "2 | \n", "2 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "1 | \n", "0 | \n", "
| BrightLine Eating Solutions LLC | \n", "10362 | \n", "7890 | \n", "7272 | \n", "8177 | \n", "8468 | \n", "7524 | \n", "8509 | \n", "5638 | \n", "581 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
| Casio America Inc | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
\n",
"# Create a new dataframe to store the scaled values\n",
"scaled_df = pd.DataFrame()\n",
"\n",
"# Iterate through each row in the original dataframe\n",
"for index, row in cd.iterrows():\n",
" # Create a list to store the scaled values for each row\n",
" scaled_row = []\n",
" \n",
" # Iterate through each column in the row\n",
" for col in cd.columns:\n",
" # Calculate the min/max scale value for the column\n",
" min_val = row[col].min()\n",
" max_val = row[col].max()\n",
" \n",
" # Handle DivideByZero errors by setting the value to 0 if min and max are equal\n",
" if min_val == max_val:\n",
" scaled_val = 0\n",
" else:\n",
" scaled_val = (row[col] - min_val) / (max_val - min_val)\n",
"\n",
" # Append the scaled value to the list of scaled values for this row\n",
" scaled_row.append(scaled_val)\n",
"\n",
" # Add the list of scaled values to the new dataframe as a new row\n",
" scaled_df = scaled_df.append(pd.Series(scaled_row), ignore_index=True)\n",
"\n",
" \n",
" | \n", " | 2022-01 | \n", "2022-02 | \n", "2022-03 | \n", "2022-04 | \n", "2022-05 | \n", "2022-06 | \n", "2022-07 | \n", "2022-08 | \n", "2022-09 | \n", "2022-10 | \n", "2022-11 | \n", "2022-12 | \n", "2023-01 | \n", "2023-02 | \n", "2023-03 | \n", "2023-04 | \n", "
|---|
| \n", " | 2022-01 | \n", "2022-02 | \n", "2022-03 | \n", "2022-04 | \n", "2022-05 | \n", "2022-06 | \n", "2022-07 | \n", "2022-08 | \n", "2022-09 | \n", "2022-10 | \n", "2022-11 | \n", "2022-12 | \n", "2023-01 | \n", "2023-02 | \n", "2023-03 | \n", "2023-04 | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Organization | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
| Aquent | \n", "1.000000 | \n", "0.642857 | \n", "0.857143 | \n", "0.857143 | \n", "0.660714 | \n", "0.607143 | \n", "0.785714 | \n", "0.785714 | \n", "0.732143 | \n", "0.446429 | \n", "0.392857 | \n", "0.428571 | \n", "0.357143 | \n", "0.107143 | \n", "0.142857 | \n", "0.0 | \n", "
| BioLife Solutions, Inc. | \n", "1.000000 | \n", "0.636364 | \n", "0.363636 | \n", "1.000000 | \n", "0.363636 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| ZyXel Communications Inc | \n", "0.250000 | \n", "0.250000 | \n", "0.500000 | \n", "0.250000 | \n", "0.500000 | \n", "1.000000 | \n", "0.500000 | \n", "0.500000 | \n", "0.250000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.250000 | \n", "0.250000 | \n", "0.0 | \n", "
| BrightLine Eating Solutions LLC | \n", "1.000000 | \n", "0.761436 | \n", "0.701795 | \n", "0.789133 | \n", "0.817217 | \n", "0.726115 | \n", "0.821174 | \n", "0.544103 | \n", "0.056070 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Casio America Inc | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "1.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Riviera Partners LLC | \n", "1.000000 | \n", "0.194805 | \n", "0.610390 | \n", "0.285714 | \n", "0.285714 | \n", "0.363636 | \n", "0.974026 | \n", "0.831169 | \n", "0.402597 | \n", "0.246753 | \n", "0.376623 | \n", "0.272727 | \n", "0.922078 | \n", "0.870130 | \n", "0.324675 | \n", "0.0 | \n", "
| Viveve | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.210526 | \n", "0.052632 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "1.000000 | \n", "0.157895 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| connectRN Inc. | \n", "0.320865 | \n", "0.314214 | \n", "0.329177 | \n", "0.608479 | \n", "0.787199 | \n", "0.633416 | \n", "1.000000 | \n", "0.738986 | \n", "0.364090 | \n", "0.147963 | \n", "0.095594 | \n", "0.177889 | \n", "0.076475 | \n", "0.137157 | \n", "0.000000 | \n", "0.0 | \n", "
| Hammer Nutrition | \n", "0.000000 | \n", "0.142857 | \n", "0.142857 | \n", "0.285714 | \n", "1.000000 | \n", "0.714286 | \n", "0.571429 | \n", "0.714286 | \n", "0.857143 | \n", "0.857143 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| National Campus and Community Radio Association | \n", "1.000000 | \n", "0.238095 | \n", "0.158730 | \n", "0.063492 | \n", "0.126984 | \n", "0.031746 | \n", "0.047619 | \n", "0.000000 | \n", "0.063492 | \n", "0.063492 | \n", "0.095238 | \n", "0.079365 | \n", "0.079365 | \n", "0.031746 | \n", "0.000000 | \n", "0.0 | \n", "
| Portnoy, Messinger, Pearl & Associates, Inc. | \n", "0.354430 | \n", "0.341772 | \n", "1.000000 | \n", "0.215190 | \n", "0.012658 | \n", "0.037975 | \n", "0.101266 | \n", "0.000000 | \n", "0.012658 | \n", "0.000000 | \n", "0.012658 | \n", "0.012658 | \n", "0.025316 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Safari Energy | \n", "0.052632 | \n", "0.973684 | \n", "0.500000 | \n", "0.052632 | \n", "0.026316 | \n", "1.000000 | \n", "0.631579 | \n", "0.157895 | \n", "0.552632 | \n", "0.921053 | \n", "0.263158 | \n", "0.184211 | \n", "0.026316 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Starwood Pet Travel | \n", "0.000000 | \n", "0.045455 | \n", "0.181818 | \n", "1.000000 | \n", "0.090909 | \n", "0.045455 | \n", "0.318182 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.090909 | \n", "0.000000 | \n", "0.090909 | \n", "0.000000 | \n", "0.0 | \n", "
| Trax Technology Solutions Pte Ltd | \n", "0.562777 | \n", "1.000000 | \n", "0.861152 | \n", "0.991137 | \n", "0.760709 | \n", "0.561300 | \n", "0.267356 | \n", "0.663220 | \n", "0.017725 | \n", "0.000000 | \n", "0.001477 | \n", "0.001477 | \n", "0.001477 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Uber London Limited (POOL) | \n", "0.368421 | \n", "0.396014 | \n", "0.421564 | \n", "0.309658 | \n", "0.295350 | \n", "0.256004 | \n", "0.253960 | \n", "0.277466 | \n", "0.320899 | \n", "0.258048 | \n", "0.332141 | \n", "0.648952 | \n", "1.000000 | \n", "0.097087 | \n", "0.000000 | \n", "0.0 | \n", "
| Artsy | \n", "0.000000 | \n", "0.250000 | \n", "0.250000 | \n", "1.000000 | \n", "0.400000 | \n", "0.350000 | \n", "0.200000 | \n", "0.150000 | \n", "0.200000 | \n", "0.000000 | \n", "0.500000 | \n", "0.450000 | \n", "0.000000 | \n", "0.050000 | \n", "0.000000 | \n", "0.0 | \n", "
| BambooHR | \n", "0.955440 | \n", "1.000000 | \n", "0.909499 | \n", "0.821416 | \n", "0.781693 | \n", "0.740242 | \n", "0.711572 | \n", "0.202763 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| BrightMove | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Cherokee Enterprises, Inc. | \n", "0.000000 | \n", "0.500000 | \n", "1.000000 | \n", "1.000000 | \n", "0.000000 | \n", "0.500000 | \n", "1.000000 | \n", "0.000000 | \n", "1.000000 | \n", "0.500000 | \n", "1.000000 | \n", "0.000000 | \n", "0.500000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Epiphany Healthcare | \n", "0.272727 | \n", "0.545455 | \n", "1.000000 | \n", "0.242424 | \n", "0.242424 | \n", "0.151515 | \n", "0.393939 | \n", "0.848485 | \n", "0.424242 | \n", "0.454545 | \n", "0.181818 | \n", "0.393939 | \n", "0.181818 | \n", "0.060606 | \n", "0.000000 | \n", "0.0 | \n", "
| H1 Insights, Inc. | \n", "0.797468 | \n", "1.000000 | \n", "0.860759 | \n", "0.405063 | \n", "0.474684 | \n", "0.607595 | \n", "0.525316 | \n", "0.398734 | \n", "0.240506 | \n", "0.082278 | \n", "0.063291 | \n", "0.088608 | \n", "0.082278 | \n", "0.018987 | \n", "0.000000 | \n", "0.0 | \n", "
| Health Current | \n", "1.000000 | \n", "0.500000 | \n", "0.250000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.250000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Innovaccer Inc. | \n", "0.952830 | \n", "1.000000 | \n", "0.787736 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.0 | \n", "
| Kinetica | \n", "0.619048 | \n", "0.476190 | \n", "0.285714 | \n", "0.142857 | \n", "0.333333 | \n", "1.000000 | \n", "0.095238 | \n", "0.238095 | \n", "0.380952 | \n", "0.238095 | \n", "0.190476 | \n", "0.380952 | \n", "0.095238 | \n", "0.095238 | \n", "0.000000 | \n", "0.0 | \n", "
| Minga | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "1.000000 | \n", "1.000000 | \n", "0.0 | \n", "
| Renu Contracting Restoration | \n", "0.101523 | \n", "1.000000 | \n", "0.121827 | \n", "0.045685 | \n", "0.116751 | \n", "0.106599 | \n", "0.192893 | \n", "0.076142 | \n", "0.020305 | \n", "0.050761 | \n", "0.010152 | \n", "0.015228 | \n", "0.020305 | \n", "0.020305 | \n", "0.000000 | \n", "0.0 | \n", "
| Velocity Risk Underwriters, LLC | \n", "0.226562 | \n", "0.039062 | \n", "0.054688 | \n", "0.070312 | \n", "0.093750 | \n", "0.156250 | \n", "0.031250 | \n", "0.296875 | \n", "0.078125 | \n", "0.054688 | \n", "0.117188 | \n", "0.773438 | \n", "1.000000 | \n", "0.085938 | \n", "0.000000 | \n", "0.0 | \n", "
| \n", " | 2022-01 | \n", "2022-02 | \n", "2022-03 | \n", "2022-04 | \n", "2022-05 | \n", "2022-06 | \n", "2022-07 | \n", "2022-08 | \n", "2022-09 | \n", "2022-10 | \n", "2022-11 | \n", "2022-12 | \n", "2023-01 | \n", "2023-02 | \n", "2023-03 | \n", "2023-04 | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Organization | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
| Aquent | \n", "1.000000 | \n", "0.642857 | \n", "0.857143 | \n", "0.857143 | \n", "0.660714 | \n", "0.607143 | \n", "0.785714 | \n", "0.785714 | \n", "0.732143 | \n", "0.446429 | \n", "0.392857 | \n", "0.428571 | \n", "0.357143 | \n", "0.107143 | \n", "0.142857 | \n", "0.000000 | \n", "
| BioLife Solutions, Inc. | \n", "1.000000 | \n", "0.636364 | \n", "0.363636 | \n", "1.000000 | \n", "0.363636 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| ZyXel Communications Inc | \n", "0.250000 | \n", "0.250000 | \n", "0.500000 | \n", "0.250000 | \n", "0.500000 | \n", "1.000000 | \n", "0.500000 | \n", "0.500000 | \n", "0.250000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.250000 | \n", "0.250000 | \n", "0.000000 | \n", "
| BrightLine Eating Solutions LLC | \n", "1.000000 | \n", "0.761436 | \n", "0.701795 | \n", "0.789133 | \n", "0.817217 | \n", "0.726115 | \n", "0.821174 | \n", "0.544103 | \n", "0.056070 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Casio America Inc | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "1.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Riviera Partners LLC | \n", "1.000000 | \n", "0.194805 | \n", "0.610390 | \n", "0.285714 | \n", "0.285714 | \n", "0.363636 | \n", "0.974026 | \n", "0.831169 | \n", "0.402597 | \n", "0.246753 | \n", "0.376623 | \n", "0.272727 | \n", "0.922078 | \n", "0.870130 | \n", "0.324675 | \n", "0.000000 | \n", "
| Viveve | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.210526 | \n", "0.052632 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "1.000000 | \n", "0.157895 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| connectRN Inc. | \n", "0.320865 | \n", "0.314214 | \n", "0.329177 | \n", "0.608479 | \n", "0.787199 | \n", "0.633416 | \n", "1.000000 | \n", "0.738986 | \n", "0.364090 | \n", "0.147963 | \n", "0.095594 | \n", "0.177889 | \n", "0.076475 | \n", "0.137157 | \n", "0.000000 | \n", "0.000000 | \n", "
| Hammer Nutrition | \n", "0.000000 | \n", "0.142857 | \n", "0.142857 | \n", "0.285714 | \n", "1.000000 | \n", "0.714286 | \n", "0.571429 | \n", "0.714286 | \n", "0.857143 | \n", "0.857143 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| National Campus and Community Radio Association | \n", "1.000000 | \n", "0.238095 | \n", "0.158730 | \n", "0.063492 | \n", "0.126984 | \n", "0.031746 | \n", "0.047619 | \n", "0.000000 | \n", "0.063492 | \n", "0.063492 | \n", "0.095238 | \n", "0.079365 | \n", "0.079365 | \n", "0.031746 | \n", "0.000000 | \n", "0.000000 | \n", "
| Portnoy, Messinger, Pearl & Associates, Inc. | \n", "0.354430 | \n", "0.341772 | \n", "1.000000 | \n", "0.215190 | \n", "0.012658 | \n", "0.037975 | \n", "0.101266 | \n", "0.000000 | \n", "0.012658 | \n", "0.000000 | \n", "0.012658 | \n", "0.012658 | \n", "0.025316 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Safari Energy | \n", "0.052632 | \n", "0.973684 | \n", "0.500000 | \n", "0.052632 | \n", "0.026316 | \n", "1.000000 | \n", "0.631579 | \n", "0.157895 | \n", "0.552632 | \n", "0.921053 | \n", "0.263158 | \n", "0.184211 | \n", "0.026316 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Starwood Pet Travel | \n", "0.000000 | \n", "0.045455 | \n", "0.181818 | \n", "1.000000 | \n", "0.090909 | \n", "0.045455 | \n", "0.318182 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.090909 | \n", "0.000000 | \n", "0.090909 | \n", "0.000000 | \n", "0.000000 | \n", "
| Trax Technology Solutions Pte Ltd | \n", "0.562777 | \n", "1.000000 | \n", "0.861152 | \n", "0.991137 | \n", "0.760709 | \n", "0.561300 | \n", "0.267356 | \n", "0.663220 | \n", "0.017725 | \n", "0.000000 | \n", "0.001477 | \n", "0.001477 | \n", "0.001477 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Uber London Limited (POOL) | \n", "0.368421 | \n", "0.396014 | \n", "0.421564 | \n", "0.309658 | \n", "0.295350 | \n", "0.256004 | \n", "0.253960 | \n", "0.277466 | \n", "0.320899 | \n", "0.258048 | \n", "0.332141 | \n", "0.648952 | \n", "1.000000 | \n", "0.097087 | \n", "0.000000 | \n", "0.000000 | \n", "
| Artsy | \n", "0.000000 | \n", "0.250000 | \n", "0.250000 | \n", "1.000000 | \n", "0.400000 | \n", "0.350000 | \n", "0.200000 | \n", "0.150000 | \n", "0.200000 | \n", "0.000000 | \n", "0.500000 | \n", "0.450000 | \n", "0.000000 | \n", "0.050000 | \n", "0.000000 | \n", "0.000000 | \n", "
| BambooHR | \n", "0.955440 | \n", "1.000000 | \n", "0.909499 | \n", "0.821416 | \n", "0.781693 | \n", "0.740242 | \n", "0.711572 | \n", "0.202763 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| BrightMove | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Cherokee Enterprises, Inc. | \n", "0.000000 | \n", "0.500000 | \n", "1.000000 | \n", "1.000000 | \n", "0.000000 | \n", "0.500000 | \n", "1.000000 | \n", "0.000000 | \n", "1.000000 | \n", "0.500000 | \n", "1.000000 | \n", "0.000000 | \n", "0.500000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Epiphany Healthcare | \n", "0.272727 | \n", "0.545455 | \n", "1.000000 | \n", "0.242424 | \n", "0.242424 | \n", "0.151515 | \n", "0.393939 | \n", "0.848485 | \n", "0.424242 | \n", "0.454545 | \n", "0.181818 | \n", "0.393939 | \n", "0.181818 | \n", "0.060606 | \n", "0.000000 | \n", "0.000000 | \n", "
| H1 Insights, Inc. | \n", "0.797468 | \n", "1.000000 | \n", "0.860759 | \n", "0.405063 | \n", "0.474684 | \n", "0.607595 | \n", "0.525316 | \n", "0.398734 | \n", "0.240506 | \n", "0.082278 | \n", "0.063291 | \n", "0.088608 | \n", "0.082278 | \n", "0.018987 | \n", "0.000000 | \n", "0.000000 | \n", "
| Health Current | \n", "1.000000 | \n", "0.500000 | \n", "0.250000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.250000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Innovaccer Inc. | \n", "0.952830 | \n", "1.000000 | \n", "0.787736 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "
| Kinetica | \n", "0.619048 | \n", "0.476190 | \n", "0.285714 | \n", "0.142857 | \n", "0.333333 | \n", "1.000000 | \n", "0.095238 | \n", "0.238095 | \n", "0.380952 | \n", "0.238095 | \n", "0.190476 | \n", "0.380952 | \n", "0.095238 | \n", "0.095238 | \n", "0.000000 | \n", "0.000000 | \n", "
| Minga | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "0.000000 | \n", "1.000000 | \n", "1.000000 | \n", "0.000000 | \n", "
| Renu Contracting Restoration | \n", "0.101523 | \n", "1.000000 | \n", "0.121827 | \n", "0.045685 | \n", "0.116751 | \n", "0.106599 | \n", "0.192893 | \n", "0.076142 | \n", "0.020305 | \n", "0.050761 | \n", "0.010152 | \n", "0.015228 | \n", "0.020305 | \n", "0.020305 | \n", "0.000000 | \n", "0.000000 | \n", "
| Velocity Risk Underwriters, LLC | \n", "0.226562 | \n", "0.039062 | \n", "0.054688 | \n", "0.070312 | \n", "0.093750 | \n", "0.156250 | \n", "0.031250 | \n", "0.296875 | \n", "0.078125 | \n", "0.054688 | \n", "0.117188 | \n", "0.773438 | \n", "1.000000 | \n", "0.085938 | \n", "0.000000 | \n", "0.000000 | \n", "