diff --git a/author_guideline_template.ipynb b/author_guideline_template.ipynb index 835748d2aaf71ede4facab50fe00ecfc3f50cb84..85e0391be5a2a1848c1dd0475fb0b71a2df3f471 100644 --- a/author_guideline_template.ipynb +++ b/author_guideline_template.ipynb @@ -211,6 +211,354 @@ "#!python -V" ] }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# pandas package needs to be added to the requirements.txt 's file \n", + "import pandas as pd\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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NamePredominantDegreeHighestDegreeFundingModelRegionGeographyAdmissionRateACTMedianSATAverageAverageCostExpenditureAverageFacultySalaryMedianDebtAverageAgeofEntryMedianFamilyIncomeMedianEarnings
0Alabama A & M UniversityBachelor'sGraduatePublicSoutheastMid-size City0.898917823188887459707919500.020.62999929039.027000
1University of Alabama at BirminghamBachelor'sGraduatePublicSoutheastMid-size City0.867325114619990172081017016250.022.67000034909.037200
2University of Alabama in HuntsvilleBachelor'sGraduatePublicSoutheastMid-size City0.8062261180203069352934116500.023.19000139766.041500
3Alabama State UniversityBachelor'sGraduatePublicSoutheastMid-size City0.512517830174007393655715854.520.88999924029.522400
4The University of AlabamaBachelor'sGraduatePublicSoutheastSmall City0.5655261171267179817960517750.020.77000058976.039200
...................................................
1289University of Connecticut-Avery PointBachelor'sGraduatePublicNew EnglandMid-size Suburb0.594024102012946117301480318983.020.12000186510.049700
1290University of Connecticut-StamfordBachelor'sGraduatePublicNew EnglandMid-size City0.41072110171302849581480318983.020.12000186510.049700
1291California State University-Channel IslandsBachelor'sGraduatePublicFar WestMid-size Suburb0.6443209542257012026843412500.024.85000032103.035800
1292DigiPen Institute of TechnologyBachelor'sGraduatePrivate For-ProfitFar WestSmall City0.6635281225378485998765919000.021.20999968233.072800
1293Neumont UniversityBachelor'sBachelor'sPrivate For-ProfitRocky MountainsMid-size City0.7997251104373793298699122313.024.75000039241.037300
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1294 rows × 16 columns

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" + ], + "text/plain": [ + " Name PredominantDegree \\\n", + "0 Alabama A & M University Bachelor's \n", + "1 University of Alabama at Birmingham Bachelor's \n", + "2 University of Alabama in Huntsville Bachelor's \n", + "3 Alabama State University Bachelor's \n", + "4 The University of Alabama Bachelor's \n", + "... ... ... \n", + "1289 University of Connecticut-Avery Point Bachelor's \n", + "1290 University of Connecticut-Stamford Bachelor's \n", + "1291 California State University-Channel Islands Bachelor's \n", + "1292 DigiPen Institute of Technology Bachelor's \n", + "1293 Neumont University Bachelor's \n", + "\n", + " HighestDegree FundingModel Region Geography \\\n", + "0 Graduate Public Southeast Mid-size City \n", + "1 Graduate Public Southeast Mid-size City \n", + "2 Graduate Public Southeast Mid-size City \n", + "3 Graduate Public Southeast Mid-size City \n", + "4 Graduate Public Southeast Small City \n", + "... ... ... ... ... \n", + "1289 Graduate Public New England Mid-size Suburb \n", + "1290 Graduate Public New England Mid-size City \n", + "1291 Graduate Public Far West Mid-size Suburb \n", + "1292 Graduate Private For-Profit Far West Small City \n", + "1293 Bachelor's Private For-Profit Rocky Mountains Mid-size City \n", + "\n", + " AdmissionRate ACTMedian SATAverage AverageCost Expenditure \\\n", + "0 0.8989 17 823 18888 7459 \n", + "1 0.8673 25 1146 19990 17208 \n", + "2 0.8062 26 1180 20306 9352 \n", + "3 0.5125 17 830 17400 7393 \n", + "4 0.5655 26 1171 26717 9817 \n", + "... ... ... ... ... ... \n", + "1289 0.5940 24 1020 12946 11730 \n", + "1290 0.4107 21 1017 13028 4958 \n", + "1291 0.6443 20 954 22570 12026 \n", + "1292 0.6635 28 1225 37848 5998 \n", + "1293 0.7997 25 1104 37379 3298 \n", + "\n", + " AverageFacultySalary MedianDebt AverageAgeofEntry MedianFamilyIncome \\\n", + "0 7079 19500.0 20.629999 29039.0 \n", + "1 10170 16250.0 22.670000 34909.0 \n", + "2 9341 16500.0 23.190001 39766.0 \n", + "3 6557 15854.5 20.889999 24029.5 \n", + "4 9605 17750.0 20.770000 58976.0 \n", + "... ... ... ... ... \n", + "1289 14803 18983.0 20.120001 86510.0 \n", + "1290 14803 18983.0 20.120001 86510.0 \n", + "1291 8434 12500.0 24.850000 32103.0 \n", + "1292 7659 19000.0 21.209999 68233.0 \n", + "1293 6991 22313.0 24.750000 39241.0 \n", + "\n", + " MedianEarnings \n", + "0 27000 \n", + "1 37200 \n", + "2 41500 \n", + "3 22400 \n", + "4 39200 \n", + "... ... \n", + "1289 49700 \n", + "1290 49700 \n", + "1291 35800 \n", + "1292 72800 \n", + "1293 37300 \n", + "\n", + "[1294 rows x 16 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv(\"https://raw.githubusercontent.com/lux-org/lux-datasets/master/data/college.csv\")\n", + "df" + ] + }, { "cell_type": "code", "execution_count": null,