Changed: Projects

This commit is contained in:
2025-01-24 13:44:25 +01:00
parent 7356668689
commit 12971ed6ec
14 changed files with 1636 additions and 18594 deletions

View File

@@ -82,7 +82,7 @@
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@@ -95,7 +95,861 @@
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" <th></th>\n",
" <th>Zeitstempel</th>\n",
" <th>Wie Alt bist du?</th>\n",
" <th>Bewerte deine bisherige Erfahrung mit Gruppenarbeiten an der Universität</th>\n",
" <th>Welches Geschlecht hast du?</th>\n",
" <th>Was studieren du?</th>\n",
" <th>Auf einer Skala von 1-5 (1 - absolut unzufrieden, 5 - absolut zufrieden), wie beurteilst du deinen Studiengang?</th>\n",
" <th>Nutzt du ein Smartphone?</th>\n",
" <th>Wenn Ja, von welcher Marke ist ihr Smartphone?</th>\n",
" <th>Bewerte die allgemeine Politische Situation in Deutschland.</th>\n",
" <th>Auf einer Skala von 1-5 (1 - Sehr gut, 5 - Garnicht), wie gut schätzen du dich selbst ein die Programmiersprache Python zu beherrschen ?</th>\n",
" <th>Besitzen du einen Heimrechner (Laptop, Standrechner, etc.; Kein Smartphone!)</th>\n",
" <th>Wenn Ja, welches Betriebsystem verwendst du?</th>\n",
" <th>Ich habe mich (in meinem bisherigen leben) mindestens einmal strukturell benachteiligt gefühlt.</th>\n",
" <th>Auf einer Skala von 1-5 (5 Sehr gut, 1 Garnicht), wie gut schätz du dich selbst ein Programmieren zu können?</th>\n",
" <th>Ich komme aus...</th>\n",
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" <td>2025/01/17 3:01:58 PM MEZ</td>\n",
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" <td>3</td>\n",
" <td>Weiblich</td>\n",
" <td>Medienwissenschaften</td>\n",
" <td>2</td>\n",
" <td>Ja</td>\n",
" <td>Apple</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>Ja</td>\n",
" <td>Windows 11</td>\n",
" <td>Ja</td>\n",
" <td>2</td>\n",
" <td>dem normalem Mittelstand</td>\n",
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" <td>2025/01/17 3:02:20 PM MEZ</td>\n",
" <td>23</td>\n",
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" <td>Medienwissenschaften</td>\n",
" <td>4</td>\n",
" <td>Ja</td>\n",
" <td>Apple</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>Ja</td>\n",
" <td>Mac OS</td>\n",
" <td>Ja</td>\n",
" <td>2</td>\n",
" <td>Einem sehr gut situierten Haushalt</td>\n",
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" <td>2025/01/17 3:02:20 PM MEZ</td>\n",
" <td>30</td>\n",
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" <td>Medienwissenschaften</td>\n",
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" <td>2025/01/17 3:02:24 PM MEZ</td>\n",
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" <td>Medienwissenschaften</td>\n",
" <td>3</td>\n",
" <td>Ja</td>\n",
" <td>Apple</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
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" <td>Medienwissenschaften</td>\n",
" <td>2</td>\n",
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" <td>Samsung</td>\n",
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" <td>4</td>\n",
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" <td>Ja</td>\n",
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" <td>Nein</td>\n",
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" <td>dem normalem Mittelstand</td>\n",
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" <th>6</th>\n",
" <td>2025/01/17 3:02:43 PM MEZ</td>\n",
" <td>22</td>\n",
" <td>2</td>\n",
" <td>Weiblich</td>\n",
" <td>Medienwissenschaften</td>\n",
" <td>3</td>\n",
" <td>Ja</td>\n",
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" <td>2</td>\n",
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" <td>Ja</td>\n",
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" <td>21</td>\n",
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" <td>Medienwissenschaften</td>\n",
" <td>3</td>\n",
" <td>Ja</td>\n",
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" <td>2</td>\n",
" <td>4</td>\n",
" <td>Ja</td>\n",
" <td>Windows 11</td>\n",
" <td>Ja</td>\n",
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" <td>22</td>\n",
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" <th>10</th>\n",
" <td>2025/01/17 3:02:59 PM MEZ</td>\n",
" <td>21</td>\n",
" <td>4</td>\n",
" <td>Weiblich</td>\n",
" <td>Medienwissenschaften</td>\n",
" <td>3</td>\n",
" <td>Ja</td>\n",
" <td>Apple</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>Ja</td>\n",
" <td>Windows 11</td>\n",
" <td>Ja</td>\n",
" <td>2</td>\n",
" <td>dem normalem Mittelstand</td>\n",
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" <th>11</th>\n",
" <td>2025/01/17 3:03:00 PM MEZ</td>\n",
" <td>24</td>\n",
" <td>3</td>\n",
" <td>Weiblich</td>\n",
" <td>Medienwissenschaften</td>\n",
" <td>3</td>\n",
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" <td>1</td>\n",
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" <td>2025/01/17 3:03:07 PM MEZ</td>\n",
" <td>25</td>\n",
" <td>4</td>\n",
" <td>Weiblich</td>\n",
" <td>Medienwissenschaften</td>\n",
" <td>3</td>\n",
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" <th>13</th>\n",
" <td>2025/01/17 3:03:14 PM MEZ</td>\n",
" <td>24</td>\n",
" <td>3</td>\n",
" <td>Weiblich</td>\n",
" <td>Medienwissenschaften</td>\n",
" <td>3</td>\n",
" <td>Ja</td>\n",
" <td>Apple</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>Ja</td>\n",
" <td>Mac OS</td>\n",
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" <td>2025/01/17 3:03:18 PM MEZ</td>\n",
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" <th>15</th>\n",
" <td>2025/01/17 3:03:26 PM MEZ</td>\n",
" <td>21</td>\n",
" <td>3</td>\n",
" <td>Weiblich</td>\n",
" <td>Medienwissenschaften</td>\n",
" <td>3</td>\n",
" <td>Ja</td>\n",
" <td>Apple</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>Ja</td>\n",
" <td>Windows 10</td>\n",
" <td>Nein</td>\n",
" <td>2</td>\n",
" <td>dem normalem Mittelstand</td>\n",
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" <th>16</th>\n",
" <td>2025/01/17 3:03:28 PM MEZ</td>\n",
" <td>21</td>\n",
" <td>2</td>\n",
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" <td>Medienwissenschaften</td>\n",
" <td>2</td>\n",
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" <td>2</td>\n",
" <td>Ja</td>\n",
" <td>Mac OS</td>\n",
" <td>Nein</td>\n",
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" <td>22</td>\n",
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" <td>2025/01/17 3:04:13 PM MEZ</td>\n",
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" <td>Xiaomi</td>\n",
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" <td>2</td>\n",
" <td>dem normalem Mittelstand</td>\n",
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" <td>2025/01/17 3:49:36 PM MEZ</td>\n",
" <td>19</td>\n",
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" <td>Weiblich</td>\n",
" <td>Medienwissenschaften</td>\n",
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"text/plain": [
" Zeitstempel Wie Alt bist du? \\\n",
"0 2025/01/17 3:01:58 PM MEZ 22 \n",
"1 2025/01/17 3:02:20 PM MEZ 23 \n",
"2 2025/01/17 3:02:20 PM MEZ 30 \n",
"3 2025/01/17 3:02:24 PM MEZ 21 \n",
"4 2025/01/17 3:02:26 PM MEZ 27 \n",
"5 2025/01/17 3:02:31 PM MEZ 21 \n",
"6 2025/01/17 3:02:43 PM MEZ 22 \n",
"7 2025/01/17 3:02:44 PM MEZ 23 \n",
"8 2025/01/17 3:02:46 PM MEZ 21 \n",
"9 2025/01/17 3:02:58 PM MEZ 22 \n",
"10 2025/01/17 3:02:59 PM MEZ 21 \n",
"11 2025/01/17 3:03:00 PM MEZ 24 \n",
"12 2025/01/17 3:03:07 PM MEZ 25 \n",
"13 2025/01/17 3:03:14 PM MEZ 24 \n",
"14 2025/01/17 3:03:18 PM MEZ 21 \n",
"15 2025/01/17 3:03:26 PM MEZ 21 \n",
"16 2025/01/17 3:03:28 PM MEZ 21 \n",
"17 2025/01/17 3:03:31 PM MEZ 22 \n",
"18 2025/01/17 3:03:31 PM MEZ 20 \n",
"19 2025/01/17 3:04:07 PM MEZ 21 \n",
"20 2025/01/17 3:04:11 PM MEZ 23 \n",
"21 2025/01/17 3:04:13 PM MEZ 26 \n",
"22 2025/01/17 3:07:39 PM MEZ 21 \n",
"23 2025/01/17 3:11:27 PM MEZ 204 \n",
"24 2025/01/17 3:11:54 PM MEZ 21 \n",
"25 2025/01/17 3:49:36 PM MEZ 19 \n",
"\n",
" Bewerte deine bisherige Erfahrung mit Gruppenarbeiten an der Universität \\\n",
"0 3 \n",
"1 3 \n",
"2 3 \n",
"3 4 \n",
"4 4 \n",
"5 2 \n",
"6 2 \n",
"7 3 \n",
"8 3 \n",
"9 2 \n",
"10 4 \n",
"11 3 \n",
"12 4 \n",
"13 3 \n",
"14 3 \n",
"15 3 \n",
"16 2 \n",
"17 4 \n",
"18 3 \n",
"19 3 \n",
"20 3 \n",
"21 3 \n",
"22 4 \n",
"23 3 \n",
"24 3 \n",
"25 3 \n",
"\n",
" Welches Geschlecht hast du? Was studieren du? \\\n",
"0 Weiblich Medienwissenschaften \n",
"1 Weiblich Medienwissenschaften \n",
"2 Männlich Medienwissenschaften \n",
"3 Weiblich Medienwissenschaften \n",
"4 Weiblich Medienwissenschaften \n",
"5 Weiblich Sonstige \n",
"6 Weiblich Medienwissenschaften \n",
"7 Weiblich Sonstige \n",
"8 Weiblich Medienwissenschaften \n",
"9 Weiblich Medienwissenschaften \n",
"10 Weiblich Medienwissenschaften \n",
"11 Weiblich Medienwissenschaften \n",
"12 Weiblich Medienwissenschaften \n",
"13 Weiblich Medienwissenschaften \n",
"14 Weiblich Medienwissenschaften \n",
"15 Weiblich Medienwissenschaften \n",
"16 Weiblich Medienwissenschaften \n",
"17 Weiblich Medienwissenschaften \n",
"18 Weiblich Medienwissenschaften \n",
"19 Weiblich Sonstige \n",
"20 Weiblich Sonstige \n",
"21 Männlich Sonstige \n",
"22 Weiblich Medienwissenschaften \n",
"23 Weiblich Medienwissenschaften \n",
"24 Weiblich Medienwissenschaften \n",
"25 Weiblich Medienwissenschaften \n",
"\n",
" Auf einer Skala von 1-5 (1 - absolut unzufrieden, 5 - absolut zufrieden), wie beurteilst du deinen Studiengang? \\\n",
"0 2 \n",
"1 4 \n",
"2 3 \n",
"3 3 \n",
"4 2 \n",
"5 4 \n",
"6 3 \n",
"7 3 \n",
"8 3 \n",
"9 3 \n",
"10 3 \n",
"11 3 \n",
"12 3 \n",
"13 3 \n",
"14 3 \n",
"15 3 \n",
"16 2 \n",
"17 5 \n",
"18 3 \n",
"19 4 \n",
"20 4 \n",
"21 4 \n",
"22 4 \n",
"23 3 \n",
"24 4 \n",
"25 3 \n",
"\n",
" Nutzt du ein Smartphone? Wenn Ja, von welcher Marke ist ihr Smartphone? \\\n",
"0 Ja Apple \n",
"1 Ja Apple \n",
"2 Ja Sonstige \n",
"3 Ja Apple \n",
"4 Ja Samsung \n",
"5 Ja Apple \n",
"6 Ja Apple \n",
"7 Ja Sonstige \n",
"8 Ja Apple \n",
"9 Ja Apple \n",
"10 Ja Apple \n",
"11 Ja Apple \n",
"12 Ja Apple \n",
"13 Ja Apple \n",
"14 Ja Apple \n",
"15 Ja Apple \n",
"16 Ja Apple \n",
"17 Ja Apple \n",
"18 Ja Apple \n",
"19 Ja Apple \n",
"20 Ja Apple \n",
"21 Ja Apple \n",
"22 Ja Apple \n",
"23 Ja Apple \n",
"24 Ja Xiaomi \n",
"25 Ja Samsung \n",
"\n",
" Bewerte die allgemeine Politische Situation in Deutschland. \\\n",
"0 1 \n",
"1 2 \n",
"2 3 \n",
"3 2 \n",
"4 2 \n",
"5 3 \n",
"6 2 \n",
"7 2 \n",
"8 2 \n",
"9 2 \n",
"10 2 \n",
"11 1 \n",
"12 2 \n",
"13 1 \n",
"14 3 \n",
"15 2 \n",
"16 3 \n",
"17 3 \n",
"18 2 \n",
"19 2 \n",
"20 1 \n",
"21 2 \n",
"22 2 \n",
"23 2 \n",
"24 3 \n",
"25 3 \n",
"\n",
" Auf einer Skala von 1-5 (1 - Sehr gut, 5 - Garnicht), wie gut schätzen du dich selbst ein die Programmiersprache Python zu beherrschen ? \\\n",
"0 3 \n",
"1 4 \n",
"2 3 \n",
"3 4 \n",
"4 4 \n",
"5 4 \n",
"6 5 \n",
"7 3 \n",
"8 4 \n",
"9 4 \n",
"10 4 \n",
"11 3 \n",
"12 3 \n",
"13 3 \n",
"14 4 \n",
"15 4 \n",
"16 2 \n",
"17 4 \n",
"18 4 \n",
"19 3 \n",
"20 3 \n",
"21 3 \n",
"22 3 \n",
"23 4 \n",
"24 3 \n",
"25 4 \n",
"\n",
" Besitzen du einen Heimrechner (Laptop, Standrechner, etc.; Kein Smartphone!) \\\n",
"0 Ja \n",
"1 Ja \n",
"2 Ja \n",
"3 Ja \n",
"4 Ja \n",
"5 Ja \n",
"6 Ja \n",
"7 Ja \n",
"8 Ja \n",
"9 Ja \n",
"10 Ja \n",
"11 Ja \n",
"12 Ja \n",
"13 Ja \n",
"14 Ja \n",
"15 Ja \n",
"16 Ja \n",
"17 Ja \n",
"18 Ja \n",
"19 Ja \n",
"20 Ja \n",
"21 Ja \n",
"22 Ja \n",
"23 Ja \n",
"24 Ja \n",
"25 Ja \n",
"\n",
" Wenn Ja, welches Betriebsystem verwendst du? \\\n",
"0 Windows 11 \n",
"1 Mac OS \n",
"2 Windows 11 \n",
"3 Mac OS \n",
"4 Mac OS \n",
"5 Mac OS \n",
"6 Mac OS \n",
"7 Mac OS \n",
"8 Windows 11 \n",
"9 Windows 11 \n",
"10 Windows 11 \n",
"11 Windows 10 \n",
"12 Windows 10 \n",
"13 Mac OS \n",
"14 Mac OS \n",
"15 Windows 10 \n",
"16 Mac OS \n",
"17 Windows 10 \n",
"18 Windows 10 \n",
"19 Windows 11 \n",
"20 Mac OS \n",
"21 Windows 10 \n",
"22 Mac OS \n",
"23 Mac OS \n",
"24 Windows 11 \n",
"25 Windows 11 \n",
"\n",
" Ich habe mich (in meinem bisherigen leben) mindestens einmal strukturell benachteiligt gefühlt. \\\n",
"0 Ja \n",
"1 Ja \n",
"2 Nein \n",
"3 Ja \n",
"4 Ja \n",
"5 Nein \n",
"6 Ja \n",
"7 Ja \n",
"8 Ja \n",
"9 Ja \n",
"10 Ja \n",
"11 Nein \n",
"12 Ja \n",
"13 Ja \n",
"14 Ja \n",
"15 Nein \n",
"16 Nein \n",
"17 Ja \n",
"18 Nein \n",
"19 Ja \n",
"20 Ja \n",
"21 Ja \n",
"22 Ja \n",
"23 Ja \n",
"24 Nein \n",
"25 Nein \n",
"\n",
" Auf einer Skala von 1-5 (5 Sehr gut, 1 Garnicht), wie gut schätz du dich selbst ein Programmieren zu können? \\\n",
"0 2 \n",
"1 2 \n",
"2 3 \n",
"3 4 \n",
"4 3 \n",
"5 4 \n",
"6 1 \n",
"7 3 \n",
"8 2 \n",
"9 2 \n",
"10 2 \n",
"11 1 \n",
"12 3 \n",
"13 3 \n",
"14 2 \n",
"15 2 \n",
"16 3 \n",
"17 2 \n",
"18 2 \n",
"19 2 \n",
"20 3 \n",
"21 3 \n",
"22 2 \n",
"23 1 \n",
"24 2 \n",
"25 3 \n",
"\n",
" Ich komme aus... \n",
"0 dem normalem Mittelstand \n",
"1 Einem sehr gut situierten Haushalt \n",
"2 dem normalem Mittelstand \n",
"3 dem normalem Mittelstand \n",
"4 ärmlichen Verhältnissen \n",
"5 dem normalem Mittelstand \n",
"6 dem normalem Mittelstand \n",
"7 dem normalem Mittelstand \n",
"8 dem normalem Mittelstand \n",
"9 ärmlichen Verhältnissen \n",
"10 dem normalem Mittelstand \n",
"11 dem normalem Mittelstand \n",
"12 dem normalem Mittelstand \n",
"13 dem normalem Mittelstand \n",
"14 dem normalem Mittelstand \n",
"15 dem normalem Mittelstand \n",
"16 Einem sehr gut situierten Haushalt \n",
"17 dem normalem Mittelstand \n",
"18 dem normalem Mittelstand \n",
"19 dem normalem Mittelstand \n",
"20 dem normalem Mittelstand \n",
"21 dem normalem Mittelstand \n",
"22 dem normalem Mittelstand \n",
"23 ärmlichen Verhältnissen \n",
"24 dem normalem Mittelstand \n",
"25 dem normalem Mittelstand "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"### BEGIN SOLUTION\n",
"### END SOLUTION"

File diff suppressed because it is too large Load Diff

View File

@@ -1266,7 +1266,7 @@
},
{
"cell_type": "code",
"execution_count": 20,
"execution_count": 2,
"id": "8bc69bfc-96aa-4fdf-b540-a956ff4c1baf",
"metadata": {
"nbgrader": {
@@ -1279,10 +1279,157 @@
"task": false
}
},
"outputs": [],
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Geschlecht</th>\n",
" <th>Branche</th>\n",
" <th>Verdienst</th>\n",
" <th>Verdienstart</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>weiblich</td>\n",
" <td>Metalloberflächenbehandlung</td>\n",
" <td>16.19</td>\n",
" <td>Mittlere Bruttostundenverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>weiblich</td>\n",
" <td>Metalloberflächenbehandlung</td>\n",
" <td>2810.00</td>\n",
" <td>Durchschn. Bruttomonatsverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>weiblich</td>\n",
" <td>Metalloberflächenbehandlung</td>\n",
" <td>17.28</td>\n",
" <td>Durchschn. Bruttostundenverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>weiblich</td>\n",
" <td>Metalloberflächenbehandlung</td>\n",
" <td>2705.00</td>\n",
" <td>Mittlere Bruttomonatsverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>männlich</td>\n",
" <td>Nicht ärztliche Therapie und Heilkunde</td>\n",
" <td>18.99</td>\n",
" <td>Mittlere Bruttostundenverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17767</th>\n",
" <td>Insgesamt</td>\n",
" <td>Rohstoffgewinn, Glas-, Keramikverarbeitung</td>\n",
" <td>3181.00</td>\n",
" <td>Mittlere Bruttomonatsverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17768</th>\n",
" <td>Insgesamt</td>\n",
" <td>Nichtmed. Gesundheit, Körperpfl., Medizintechnik</td>\n",
" <td>19.63</td>\n",
" <td>Mittlere Bruttostundenverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17769</th>\n",
" <td>Insgesamt</td>\n",
" <td>Nichtmed. Gesundheit, Körperpfl., Medizintechnik</td>\n",
" <td>3373.00</td>\n",
" <td>Durchschn. Bruttomonatsverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17770</th>\n",
" <td>Insgesamt</td>\n",
" <td>Nichtmed. Gesundheit, Körperpfl., Medizintechnik</td>\n",
" <td>20.74</td>\n",
" <td>Durchschn. Bruttostundenverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17771</th>\n",
" <td>Insgesamt</td>\n",
" <td>Nichtmed. Gesundheit, Körperpfl., Medizintechnik</td>\n",
" <td>3201.00</td>\n",
" <td>Mittlere Bruttomonatsverdienste ohne Sonderz.</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>17772 rows × 4 columns</p>\n",
"</div>"
],
"text/plain": [
" Geschlecht Branche Verdienst \\\n",
"0 weiblich Metalloberflächenbehandlung 16.19 \n",
"1 weiblich Metalloberflächenbehandlung 2810.00 \n",
"2 weiblich Metalloberflächenbehandlung 17.28 \n",
"3 weiblich Metalloberflächenbehandlung 2705.00 \n",
"4 männlich Nicht ärztliche Therapie und Heilkunde 18.99 \n",
"... ... ... ... \n",
"17767 Insgesamt Rohstoffgewinn, Glas-, Keramikverarbeitung 3181.00 \n",
"17768 Insgesamt Nichtmed. Gesundheit, Körperpfl., Medizintechnik 19.63 \n",
"17769 Insgesamt Nichtmed. Gesundheit, Körperpfl., Medizintechnik 3373.00 \n",
"17770 Insgesamt Nichtmed. Gesundheit, Körperpfl., Medizintechnik 20.74 \n",
"17771 Insgesamt Nichtmed. Gesundheit, Körperpfl., Medizintechnik 3201.00 \n",
"\n",
" Verdienstart \n",
"0 Mittlere Bruttostundenverdienste ohne Sonderz. \n",
"1 Durchschn. Bruttomonatsverdienste ohne Sonderz. \n",
"2 Durchschn. Bruttostundenverdienste ohne Sonderz. \n",
"3 Mittlere Bruttomonatsverdienste ohne Sonderz. \n",
"4 Mittlere Bruttostundenverdienste ohne Sonderz. \n",
"... ... \n",
"17767 Mittlere Bruttomonatsverdienste ohne Sonderz. \n",
"17768 Mittlere Bruttostundenverdienste ohne Sonderz. \n",
"17769 Durchschn. Bruttomonatsverdienste ohne Sonderz. \n",
"17770 Durchschn. Bruttostundenverdienste ohne Sonderz. \n",
"17771 Mittlere Bruttomonatsverdienste ohne Sonderz. \n",
"\n",
"[17772 rows x 4 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# BEGIN SOLUTION\n",
"import pandas as pd\n",
"dataset: pd.DataFrame = pd.read_csv('bruttoverdiensterhebung_deutschland_april_22-23_nach_geschlecht.csv')\n",
"dataset\n",
"# END SOLUTION"
]
},

View File

@@ -0,0 +1,27 @@
"Zeitstempel","Wie Alt bist du?","Bewerte deine bisherige Erfahrung mit Gruppenarbeiten an der Universität","Welches Geschlecht hast du?","Was studieren du?","Auf einer Skala von 1-5 (1 - absolut unzufrieden, 5 - absolut zufrieden), wie beurteilst du deinen Studiengang?","Nutzt du ein Smartphone?","Wenn Ja, von welcher Marke ist ihr Smartphone?","Bewerte die allgemeine Politische Situation in Deutschland.","Auf einer Skala von 1-5 (1 - Sehr gut, 5 - Garnicht), wie gut schätzen du dich selbst ein die Programmiersprache Python zu beherrschen ?","Besitzen du einen Heimrechner (Laptop, Standrechner, etc.; Kein Smartphone!)","Wenn Ja, welches Betriebsystem verwendst du?","Ich habe mich (in meinem bisherigen leben) mindestens einmal strukturell benachteiligt gefühlt.","Auf einer Skala von 1-5 (5 Sehr gut, 1 Garnicht), wie gut schätz du dich selbst ein Programmieren zu können?","Ich komme aus..."
"2025/01/17 3:01:58 PM MEZ","22","3","Weiblich","Medienwissenschaften","2","Ja","Apple","1","3","Ja","Windows 11","Ja","2","dem normalem Mittelstand"
"2025/01/17 3:02:20 PM MEZ","23","3","Weiblich","Medienwissenschaften","4","Ja","Apple","2","4","Ja","Mac OS","Ja","2","Einem sehr gut situierten Haushalt"
"2025/01/17 3:02:20 PM MEZ","30","3","Männlich","Medienwissenschaften","3","Ja","Sonstige","3","3","Ja","Windows 11","Nein","3","dem normalem Mittelstand"
"2025/01/17 3:02:24 PM MEZ","21","4","Weiblich","Medienwissenschaften","3","Ja","Apple","2","4","Ja","Mac OS","Ja","4","dem normalem Mittelstand"
"2025/01/17 3:02:26 PM MEZ","27","4","Weiblich","Medienwissenschaften","2","Ja","Samsung","2","4","Ja","Mac OS","Ja","3","ärmlichen Verhältnissen"
"2025/01/17 3:02:31 PM MEZ","21","2","Weiblich","Sonstige","4","Ja","Apple","3","4","Ja","Mac OS","Nein","4","dem normalem Mittelstand"
"2025/01/17 3:02:43 PM MEZ","22","2","Weiblich","Medienwissenschaften","3","Ja","Apple","2","5","Ja","Mac OS","Ja","1","dem normalem Mittelstand"
"2025/01/17 3:02:44 PM MEZ","23","3","Weiblich","Sonstige","3","Ja","Sonstige","2","3","Ja","Mac OS","Ja","3","dem normalem Mittelstand"
"2025/01/17 3:02:46 PM MEZ","21","3","Weiblich","Medienwissenschaften","3","Ja","Apple","2","4","Ja","Windows 11","Ja","2","dem normalem Mittelstand"
"2025/01/17 3:02:58 PM MEZ","22","2","Weiblich","Medienwissenschaften","3","Ja","Apple","2","4","Ja","Windows 11","Ja","2","ärmlichen Verhältnissen"
"2025/01/17 3:02:59 PM MEZ","21","4","Weiblich","Medienwissenschaften","3","Ja","Apple","2","4","Ja","Windows 11","Ja","2","dem normalem Mittelstand"
"2025/01/17 3:03:00 PM MEZ","24","3","Weiblich","Medienwissenschaften","3","Ja","Apple","1","3","Ja","Windows 10","Nein","1","dem normalem Mittelstand"
"2025/01/17 3:03:07 PM MEZ","25","4","Weiblich","Medienwissenschaften","3","Ja","Apple","2","3","Ja","Windows 10","Ja","3","dem normalem Mittelstand"
"2025/01/17 3:03:14 PM MEZ","24","3","Weiblich","Medienwissenschaften","3","Ja","Apple","1","3","Ja","Mac OS","Ja","3","dem normalem Mittelstand"
"2025/01/17 3:03:18 PM MEZ","21","3","Weiblich","Medienwissenschaften","3","Ja","Apple","3","4","Ja","Mac OS","Ja","2","dem normalem Mittelstand"
"2025/01/17 3:03:26 PM MEZ","21","3","Weiblich","Medienwissenschaften","3","Ja","Apple","2","4","Ja","Windows 10","Nein","2","dem normalem Mittelstand"
"2025/01/17 3:03:28 PM MEZ","21","2","Weiblich","Medienwissenschaften","2","Ja","Apple","3","2","Ja","Mac OS","Nein","3","Einem sehr gut situierten Haushalt"
"2025/01/17 3:03:31 PM MEZ","22","4","Weiblich","Medienwissenschaften","5","Ja","Apple","3","4","Ja","Windows 10","Ja","2","dem normalem Mittelstand"
"2025/01/17 3:03:31 PM MEZ","20","3","Weiblich","Medienwissenschaften","3","Ja","Apple","2","4","Ja","Windows 10","Nein","2","dem normalem Mittelstand"
"2025/01/17 3:04:07 PM MEZ","21","3","Weiblich","Sonstige","4","Ja","Apple","2","3","Ja","Windows 11","Ja","2","dem normalem Mittelstand"
"2025/01/17 3:04:11 PM MEZ","23","3","Weiblich","Sonstige","4","Ja","Apple","1","3","Ja","Mac OS","Ja","3","dem normalem Mittelstand"
"2025/01/17 3:04:13 PM MEZ","26","3","Männlich","Sonstige","4","Ja","Apple","2","3","Ja","Windows 10","Ja","3","dem normalem Mittelstand"
"2025/01/17 3:07:39 PM MEZ","21","4","Weiblich","Medienwissenschaften","4","Ja","Apple","2","3","Ja","Mac OS","Ja","2","dem normalem Mittelstand"
"2025/01/17 3:11:27 PM MEZ","204","3","Weiblich","Medienwissenschaften","3","Ja","Apple","2","4","Ja","Mac OS","Ja","1","ärmlichen Verhältnissen"
"2025/01/17 3:11:54 PM MEZ","21","3","Weiblich","Medienwissenschaften","4","Ja","Xiaomi","3","3","Ja","Windows 11","Nein","2","dem normalem Mittelstand"
"2025/01/17 3:49:36 PM MEZ","19","3","Weiblich","Medienwissenschaften","3","Ja","Samsung","3","4","Ja","Windows 11","Nein","3","dem normalem Mittelstand"
1 Zeitstempel Wie Alt bist du? Bewerte deine bisherige Erfahrung mit Gruppenarbeiten an der Universität Welches Geschlecht hast du? Was studieren du? Auf einer Skala von 1-5 (1 - absolut unzufrieden, 5 - absolut zufrieden), wie beurteilst du deinen Studiengang? Nutzt du ein Smartphone? Wenn Ja, von welcher Marke ist ihr Smartphone? Bewerte die allgemeine Politische Situation in Deutschland. Auf einer Skala von 1-5 (1 - Sehr gut, 5 - Garnicht), wie gut schätzen du dich selbst ein die Programmiersprache Python zu beherrschen ? Besitzen du einen Heimrechner (Laptop, Standrechner, etc.; Kein Smartphone!) Wenn Ja, welches Betriebsystem verwendst du? Ich habe mich (in meinem bisherigen leben) mindestens einmal strukturell benachteiligt gefühlt. Auf einer Skala von 1-5 (5 Sehr gut, 1 Garnicht), wie gut schätz du dich selbst ein Programmieren zu können? Ich komme aus...
2 2025/01/17 3:01:58 PM MEZ 22 3 Weiblich Medienwissenschaften 2 Ja Apple 1 3 Ja Windows 11 Ja 2 dem normalem Mittelstand
3 2025/01/17 3:02:20 PM MEZ 23 3 Weiblich Medienwissenschaften 4 Ja Apple 2 4 Ja Mac OS Ja 2 Einem sehr gut situierten Haushalt
4 2025/01/17 3:02:20 PM MEZ 30 3 Männlich Medienwissenschaften 3 Ja Sonstige 3 3 Ja Windows 11 Nein 3 dem normalem Mittelstand
5 2025/01/17 3:02:24 PM MEZ 21 4 Weiblich Medienwissenschaften 3 Ja Apple 2 4 Ja Mac OS Ja 4 dem normalem Mittelstand
6 2025/01/17 3:02:26 PM MEZ 27 4 Weiblich Medienwissenschaften 2 Ja Samsung 2 4 Ja Mac OS Ja 3 ärmlichen Verhältnissen
7 2025/01/17 3:02:31 PM MEZ 21 2 Weiblich Sonstige 4 Ja Apple 3 4 Ja Mac OS Nein 4 dem normalem Mittelstand
8 2025/01/17 3:02:43 PM MEZ 22 2 Weiblich Medienwissenschaften 3 Ja Apple 2 5 Ja Mac OS Ja 1 dem normalem Mittelstand
9 2025/01/17 3:02:44 PM MEZ 23 3 Weiblich Sonstige 3 Ja Sonstige 2 3 Ja Mac OS Ja 3 dem normalem Mittelstand
10 2025/01/17 3:02:46 PM MEZ 21 3 Weiblich Medienwissenschaften 3 Ja Apple 2 4 Ja Windows 11 Ja 2 dem normalem Mittelstand
11 2025/01/17 3:02:58 PM MEZ 22 2 Weiblich Medienwissenschaften 3 Ja Apple 2 4 Ja Windows 11 Ja 2 ärmlichen Verhältnissen
12 2025/01/17 3:02:59 PM MEZ 21 4 Weiblich Medienwissenschaften 3 Ja Apple 2 4 Ja Windows 11 Ja 2 dem normalem Mittelstand
13 2025/01/17 3:03:00 PM MEZ 24 3 Weiblich Medienwissenschaften 3 Ja Apple 1 3 Ja Windows 10 Nein 1 dem normalem Mittelstand
14 2025/01/17 3:03:07 PM MEZ 25 4 Weiblich Medienwissenschaften 3 Ja Apple 2 3 Ja Windows 10 Ja 3 dem normalem Mittelstand
15 2025/01/17 3:03:14 PM MEZ 24 3 Weiblich Medienwissenschaften 3 Ja Apple 1 3 Ja Mac OS Ja 3 dem normalem Mittelstand
16 2025/01/17 3:03:18 PM MEZ 21 3 Weiblich Medienwissenschaften 3 Ja Apple 3 4 Ja Mac OS Ja 2 dem normalem Mittelstand
17 2025/01/17 3:03:26 PM MEZ 21 3 Weiblich Medienwissenschaften 3 Ja Apple 2 4 Ja Windows 10 Nein 2 dem normalem Mittelstand
18 2025/01/17 3:03:28 PM MEZ 21 2 Weiblich Medienwissenschaften 2 Ja Apple 3 2 Ja Mac OS Nein 3 Einem sehr gut situierten Haushalt
19 2025/01/17 3:03:31 PM MEZ 22 4 Weiblich Medienwissenschaften 5 Ja Apple 3 4 Ja Windows 10 Ja 2 dem normalem Mittelstand
20 2025/01/17 3:03:31 PM MEZ 20 3 Weiblich Medienwissenschaften 3 Ja Apple 2 4 Ja Windows 10 Nein 2 dem normalem Mittelstand
21 2025/01/17 3:04:07 PM MEZ 21 3 Weiblich Sonstige 4 Ja Apple 2 3 Ja Windows 11 Ja 2 dem normalem Mittelstand
22 2025/01/17 3:04:11 PM MEZ 23 3 Weiblich Sonstige 4 Ja Apple 1 3 Ja Mac OS Ja 3 dem normalem Mittelstand
23 2025/01/17 3:04:13 PM MEZ 26 3 Männlich Sonstige 4 Ja Apple 2 3 Ja Windows 10 Ja 3 dem normalem Mittelstand
24 2025/01/17 3:07:39 PM MEZ 21 4 Weiblich Medienwissenschaften 4 Ja Apple 2 3 Ja Mac OS Ja 2 dem normalem Mittelstand
25 2025/01/17 3:11:27 PM MEZ 204 3 Weiblich Medienwissenschaften 3 Ja Apple 2 4 Ja Mac OS Ja 1 ärmlichen Verhältnissen
26 2025/01/17 3:11:54 PM MEZ 21 3 Weiblich Medienwissenschaften 4 Ja Xiaomi 3 3 Ja Windows 11 Nein 2 dem normalem Mittelstand
27 2025/01/17 3:49:36 PM MEZ 19 3 Weiblich Medienwissenschaften 3 Ja Samsung 3 4 Ja Windows 11 Nein 3 dem normalem Mittelstand